1
|
Krawiec A, Pietrasik J, Pietrasik Z, Mikuła-Pietrasik J, Książek K. Unveiling the role of extracellular matrix elements and regulators in shaping ovarian cancer growth and metastasis. Cell Signal 2025; 132:111843. [PMID: 40318796 DOI: 10.1016/j.cellsig.2025.111843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2025] [Revised: 04/18/2025] [Accepted: 04/29/2025] [Indexed: 05/07/2025]
Abstract
Epithelial ovarian cancer (EOC) progression is determined by numerous intracellular interactions and the interplay between malignant cells, normal cells, and the tumor acellular microenvironment, formed largely by the extracellular matrix (ECM). The structure and biochemical functioning of various ECM components, along with the activity of agents that regulate ECM remodeling, impact the disease's expansion (adhesion, proliferation, invasion), spread, and response to therapy. It is important to note that the involvement of ECM components and their regulators in the progression of EOC is bidirectional and distinctly depends on a particular tissue context. In certain situations, certain components of the ECM enhance the activity of cancer cells, but in other scenarios, they suppress it. In this review, we summarize the newest knowledge regarding diverse aspects of ECM engagement in EOC pathophysiology and chemotherapy. Moreover, we delineate conditions that exacerbate the pro-cancerous properties of ECM, including diabetes-associated glycation, aging, and cellular senescence. We also explore methods to therapeutically alter the properties of the ECM, which could be beneficial in ovarian cancer prevention and treatment.
Collapse
Affiliation(s)
- Adrianna Krawiec
- Poznan University of Medical Sciences, Department of Pathophysiology of Ageing and Civilization Diseases, Święcickiego 4 Str, 60-781 Poznań, Poland.
| | - Joanna Pietrasik
- Poznan University of Medical Sciences, Department of Pathophysiology of Ageing and Civilization Diseases, Święcickiego 4 Str, 60-781 Poznań, Poland
| | - Zofia Pietrasik
- Poznan University of Medical Sciences, Department of Pathophysiology of Ageing and Civilization Diseases, Święcickiego 4 Str, 60-781 Poznań, Poland
| | - Justyna Mikuła-Pietrasik
- Poznan University of Medical Sciences, Department of Pathophysiology of Ageing and Civilization Diseases, Święcickiego 4 Str, 60-781 Poznań, Poland.
| | - Krzysztof Książek
- Poznan University of Medical Sciences, Department of Pathophysiology of Ageing and Civilization Diseases, Święcickiego 4 Str, 60-781 Poznań, Poland.
| |
Collapse
|
2
|
Al Azim M, Di Martino JS. ECM, integrins, and DDRs: A nexus of cancer progression, therapy, and future directions. Matrix Biol 2025; 138:27-43. [PMID: 40350240 DOI: 10.1016/j.matbio.2025.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2025] [Revised: 03/14/2025] [Accepted: 04/07/2025] [Indexed: 05/14/2025]
Abstract
Collagen is the most abundant protein in mammals, significantly contributing to cancer progression. Cells express two primary well-conserved collagen receptors, integrins and discoidin domain receptors (DDRs), which bind collagen on distinct sites, suggesting that cancer cells must integrate both signals to decide their fate. The crosstalk between integrins and DDRs mediated by collagen binding produces dynamic, integrated signals that control tumor progression, therapeutic resistance, and cancer cell heterogeneity. This review will discuss the dynamic interplay among collagen, integrins, and DDRs in ECM remodeling during cancer progression and these receptors' crosstalk. In addition, we explored current and future directions for ECM receptor-targeted therapies, including nanotechnologies and precision medicine, to improve therapeutic outcomes by establishing a proper balance between integrins and DDRs in cancer.
Collapse
Affiliation(s)
- Md Al Azim
- Department of Cell Biology and Anatomy, New York Medical College, Valhalla 10595, NY, USA
| | - Julie S Di Martino
- Department of Cell Biology and Anatomy, New York Medical College, Valhalla 10595, NY, USA.
| |
Collapse
|
3
|
Pedersen RS, Hettich A, Thorlacius-Ussing J, Langholm LL, Crespo-Bravo M, Chen IM, Hansen CP, Johansen JS, Diab HMH, Jorgensen LN, Karsdal M, Willumsen N. Proteolytic degradation of Beta-Ig H3 (βigH3/TGFBI) can be quantified non-invasively in serum and predicts prognosis in patients with advanced pancreatic ductal adenocarcinoma. BMC Cancer 2025; 25:905. [PMID: 40394523 DOI: 10.1186/s12885-025-14283-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2025] [Accepted: 05/07/2025] [Indexed: 05/22/2025] Open
Abstract
The extracellular matrix (ECM) protein Beta-Ig H3 (βigH3, also known as transforming growth factor β induced protein (TGFBI)) is related to poor prognosis in patients with pancreatic ductal adenocarcinoma (PDAC). Proteolytic cleavage of βigH3 has been shown to result in release of the N-terminal fragment covering amino acid 1 to 137, but whether the degradation of βigH3 is associated to prognosis has yet to be determined. In this study we developed an ELISA targeting a collagenase generated fragment of βigH3 (cβigH3) in human serum to use the fragment as a biomarker reflecting degradation of βigH3. We demonstrated that the assay was specific to the cleaved fragment (cβigH3) and confirmed the generation of cβigH3 from degradation of fibroblast generated matrices. Moreover, higher levels of cβigH3 were released upon degradation of matrices produced by TGF-β stimulated pancreatic fibroblast compared to matrices produced by pancreatic fibroblast without TGF-β stimulation, indicating an association of the biomarker with degradation of fibrotic matrix. To evaluate the clinical relevance, we first measured cβigH3 in a cohort of 220 patients with different types of cancer with detectable levels for all 11 cancer types. We then measured the cβigH3 biomarker in pre-treatment serum from a cohort of 469 patients with locally advanced or metastatic PDAC and found that high levels of cβigH3 were associated with longer overall survival independently of age, disease stage, performance status, carbohydrate antigen 19-9 (CA19-9), and the tumor fibrosis biomarker PRO-C3 as compared to patients with high levels of cβigH3 (HR 0.78, 95% CI: 0.0.61-0.98, p = 0.04). In conclusion, cβigH3 reflects proteolytic degradation of βigH3 and shows potential as an independent prognostic biomarker for patients with advanced PDAC.
Collapse
Affiliation(s)
- Rasmus S Pedersen
- Nordic Bioscience A/S, 2730, Herlev, Denmark.
- Department of Biomedical Sciences, University of Copenhagen, 2200, Copenhagen, Denmark.
| | - Annika Hettich
- Nordic Bioscience A/S, 2730, Herlev, Denmark
- Department of Biomedical Sciences, University of Copenhagen, 2200, Copenhagen, Denmark
| | | | | | - Marina Crespo-Bravo
- Nordic Bioscience A/S, 2730, Herlev, Denmark
- Department of Biomedical Sciences, University of Copenhagen, 2200, Copenhagen, Denmark
| | - Inna M Chen
- Department of Oncology, Copenhagen University Hospital - Herlev and Gentofte, 2730, Herlev, Denmark
| | - Carsten P Hansen
- Department of Surgery, Copenhagen University Hospital - Rigshospitalet, 2100, Copenhagen, Denmark
| | - Julia S Johansen
- Department of Oncology, Copenhagen University Hospital - Herlev and Gentofte, 2730, Herlev, Denmark
- Department of Medicine, Copenhagen University Hospital - Herlev and Gentofte, 2730, Herlev, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, 2200, Copenhagen, Denmark
| | - Hadi M H Diab
- Digestive Disease Center, Copenhagen University Hospital - Bispebjerg and Frederiksberg, 2400, Copenhagen, Denmark
| | - Lars N Jorgensen
- Digestive Disease Center, Copenhagen University Hospital - Bispebjerg and Frederiksberg, 2400, Copenhagen, Denmark
| | | | | |
Collapse
|
4
|
Abbaspour A, Martinez Cavazos AL, Patel R, Yang N, McGregor SM, Brooks EG, Masters KS, Kreeger PK. Collagen fiber density observed in metastatic ovarian cancer promotes tumor cell adhesion. Acta Biomater 2025:S1742-7061(25)00360-5. [PMID: 40374134 DOI: 10.1016/j.actbio.2025.05.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Revised: 05/06/2025] [Accepted: 05/12/2025] [Indexed: 05/17/2025]
Abstract
Collagen type I, a key structural component of the extracellular matrix (ECM), is frequently altered in cancer, with altered fiber organization at the primary tumor site linked to metastasis and poor patient outcomes. Here, we demonstrate that collagen fibers are also altered in metastatic sites such as the omentum of patients with high-grade serous ovarian cancer (HGSOC). Specifically, we observed a significant increase in fiber density, alignment, and width. To determine if the increase in fiber density supports metastasis, we used a semi-interpenetrating methacrylated gelatin (gelMA) network in combination with increasing fibrillar collagen. Cancer cells had significantly increased adhesion as collagen fiber density increased. To determine the responsible mechanisms, we used orthogonal systems to examine 1) the different adhesion peptides exposed in collagen (GFOGER) and gelatin (RGD), and 2) the physical structure of fibers. Cells had minimal response to GFOGER, either alone or in combination with RGD, suggesting that increased adhesion did not result from this collagen-specific interaction. Cell adhesion was significantly higher on electrospun PCL-gelatin fibers compared to flat PCL-gelatin substrates, suggesting that increased cell adhesion resulted from fiber structure. We next investigated the cellular mechanisms involved in increased adhesion on gelMA/coll and found that actin polymerization, but not myosin II contractility, was needed. We further demonstrated that cells on fibrous gels had more robust actin polymerization, and that this resulted in greater adhesion strength. Combined, these results suggest that the increase in collagen fibers with tumor metastasis will support the development of additional metastases. STATEMENT OF SIGNIFICANCE: This work advances the evaluation of the matrisome of the omentum, the most common metastatic site in advanced ovarian cancer by characterizing how collagen fibers change with disease progression. To examine the effect of collagen fibers on metastasis, we utilized a suite of in vitro biomaterials to identify a novel role for collagen fibers in supporting cell adhesion through increased actin dynamics during nascent adhesion formation, which results in increased adhesion strength at later times.
Collapse
Affiliation(s)
- Ali Abbaspour
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Ana L Martinez Cavazos
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Roshan Patel
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Ning Yang
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, 1111 Highland Ave, WIMR 5037, Madison, WI 53705, USA
| | - Stephanie M McGregor
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, 1111 Highland Ave, WIMR 5037, Madison, WI 53705, USA; University of Wisconsin Carbone Cancer Center, Madison, WI 53705, USA
| | - Erin G Brooks
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, 1111 Highland Ave, WIMR 5037, Madison, WI 53705, USA
| | - Kristyn S Masters
- Department of Bioengineering, University of Colorado-Denver, 13001 E 17th Pl Anschutz Medical Campus, Aurora, CO 80045, USA.
| | - Pamela K Kreeger
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, 1111 Highland Ave, WIMR 5037, Madison, WI 53705, USA; University of Wisconsin Carbone Cancer Center, Madison, WI 53705, USA.
| |
Collapse
|
5
|
Qian G, Zhang H, Liu Y, Shribak M, Eliceiri KW, Provenzano PP. Computationally Enabled Polychromatic Polarized Imaging Enables Mapping of Matrix Architectures that Promote Pancreatic Ductal Adenocarcinoma Dissemination. THE AMERICAN JOURNAL OF PATHOLOGY 2025:S0002-9440(25)00160-9. [PMID: 40350060 DOI: 10.1016/j.ajpath.2025.04.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Revised: 02/22/2025] [Accepted: 04/08/2025] [Indexed: 05/14/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDA) is an extremely metastatic and lethal disease. In PDA, extracellular matrix (ECM) architectures, known as tumor-associated collagen signatures (TACSs), regulate invasion and metastatic spread in both early dissemination and late-stage disease. As such, TACS has been suggested as a biomarker to aid in pathologic assessment. However, despite its significance, approaches to quantitatively capture these ECM patterns currently require advanced optical systems with signaling processing analysis. Here, we present an expansion of polychromatic polarized microscopy (PPM) with inherent angular information coupled to machine learning and computational pixel-wise analysis of TACS. Using this platform, we are able to accurately capture TACS architectures in hematoxylin and eosin-stained histology sections directly through PPM contrast. Moreover, PPM facilitated identification of transitions to dissemination architectures (ie, transitions from sequestration through expansion to dissemination from both PanINs and throughout PDA). Last, PPM evaluation of architectures in liver metastases, the most common metastatic site for PDA, demonstrates TACS-mediated focal and local invasion as well as identification of unique patterns anchoring aligned fibers into normal-adjacent tumor, suggesting that these patterns may be precursors to metastasis expansion and local spread from micrometastatic lesions. Combined, these findings demonstrate that PPM coupled to computational platforms is a powerful tool for analyzing ECM architecture that can be used to advance cancer microenvironment studies and provide clinically relevant diagnostic information.
Collapse
Affiliation(s)
- Guhan Qian
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota; Center for Multiparametric Imaging of Tumor Immune Microenvironments, University of Minnesota and University of Wisconsin-Madison
| | - Hongrong Zhang
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota; Center for Multiparametric Imaging of Tumor Immune Microenvironments, University of Minnesota and University of Wisconsin-Madison
| | - Yuming Liu
- Center for Multiparametric Imaging of Tumor Immune Microenvironments, University of Minnesota and University of Wisconsin-Madison; Center for Quantitative Cell Imaging, University of Wisconsin-Madison, Madison, Wisconsin
| | - Michael Shribak
- Marine Biological Laboratory, University of Chicago, Woods Hole, Massachusetts
| | - Kevin W Eliceiri
- Center for Multiparametric Imaging of Tumor Immune Microenvironments, University of Minnesota and University of Wisconsin-Madison; Center for Quantitative Cell Imaging, University of Wisconsin-Madison, Madison, Wisconsin; Department of Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin
| | - Paolo P Provenzano
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota; Center for Multiparametric Imaging of Tumor Immune Microenvironments, University of Minnesota and University of Wisconsin-Madison; Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota; Division of Hematology, Oncology, and Transplantation, Department of Medicine, University of Minnesota, Minneapolis, Minnesota; Institute for Engineering in Medicine, University of Minnesota, Minneapolis, Minnesota; Stem Cell Institute, University of Minnesota, Minneapolis, Minnesota.
| |
Collapse
|
6
|
Lee YL, Longmore GD, Pathak A. Distinct roles of protrusions and collagen deformation in collective invasion of cancer cell types. Biophys J 2025; 124:1506-1520. [PMID: 40170350 DOI: 10.1016/j.bpj.2025.03.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2024] [Revised: 03/19/2025] [Accepted: 03/27/2025] [Indexed: 04/03/2025] Open
Abstract
The breast tumor microenvironment is composed of heterogeneous cell populations, including normal epithelial cells, cancer-associated fibroblasts (CAFs), and tumor cells that lead collective cell invasion. Both leader tumor cells and CAFs are known to play important roles in tumor invasion across the collagen-rich stromal boundary. However, their individual abilities to utilize their cell-intrinsic protrusions and perform force-based collagen remodeling to collectively invade remain unclear. To compare collective invasion phenotypes of leader-like tumor cells and CAFs, we embedded spheroids composed of 4T1 tumor cells or mouse tumor-derived CAF cell lines within 3D collagen gels and analyzed their invasion and collagen deformation. We found that 4T1s undergo greater invasion while generating lower collagen deformation compared with CAFs. Although force-driven collagen deformations are conventionally associated with higher cellular forces and invasion, here 4T1s specifically rely on actin-based protrusions, while CAFs rely on myosin-based contractility for collective invasion. In denser collagen, both cell types slowed their invasion, and selective pharmacological inhibitions show that Arp2/3 is required but myosin-II is dispensable for 4T1 invasion. Furthermore, depletion of CDH3 from 4T1s and DDR2 from CAFs reduces their ability to distinguish between collagen densities. For effective invasion, both cell types reorient and redistribute magnetically prealigned collagen fibers. With heterogeneous cell populations of cocultured CAFs and 4T1s, higher percentage of CAFs impeded invasion while increasing collagen fiber alignment. Overall, our findings demonstrate distinctive mechanisms of collective invasion adopted by 4T1 tumor cells and CAFs, one relying more on protrusions and the other on force-based collagen deformation. These results suggest that individually targeting cellular protrusions or contractility may not be universally applicable for all cell types or collagen densities, and a better cell-type-dependent approach could enhance effectiveness of cancer therapies.
Collapse
Affiliation(s)
- Ye Lim Lee
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, Missouri
| | - Gregory D Longmore
- Department of Medicine (Oncology), Washington University in St. Louis, St. Louis, Missouri; ICCE Institute, Washington University in St. Louis, St. Louis, Missouri
| | - Amit Pathak
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, Missouri; Department of Mechanical Engineering and Materials Science, Washington University in St. Louis, St. Louis, Missouri.
| |
Collapse
|
7
|
Heydari S, Tajik F, Safaei S, Kamani F, Karami B, Dorafshan S, Madjd Z, Ghods R. The association between tumor-stromal collagen features and the clinical outcomes of patients with breast cancer: a systematic review. Breast Cancer Res 2025; 27:69. [PMID: 40325486 PMCID: PMC12054196 DOI: 10.1186/s13058-025-02017-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2024] [Accepted: 04/04/2025] [Indexed: 05/07/2025] Open
Abstract
BACKGROUND The tumor microenvironment (TME), particularly the extracellular matrix (ECM), plays a crucial role in regulating breast cancer progression. Among ECM components, collagen type I-accounting for over 90% of fibrillar collagen in the human body-is the primary structural component of the tumor ECM. It critically modulates tumor cell behavior, influencing migration, invasion, and therapy resistance. The structural organization of collagen type I fibers can significantly impact clinical outcomes. METHODS This systematic review aimed to assess the association between tumor-stromal collagen type I characteristics and clinical outcomes in breast cancer. A comprehensive search strategy identified studies from major databases, which were appraised using quality assessment tools. Data on collagen quantity, morphology, alignment, and organization were extracted and analyzed to explore their relationship with survival, metastasis, therapy resistance, and clinical characteristics of breast cancer. RESULTS Our analysis revealed that increased collagen density-particularly with an organized/aligned fiber orientation-was strongly associated with poor prognosis. Specifically, increased intratumoral collagen quantity was linked to reduced overall survival (HR = 7.84, p = 0.031). Stage III tumors exhibiting elevated collagen uniformity showed higher metastasis rates (p = 0.004), and HER2⁺ tumors with high collagen content correlated with resistance to HER2-targeted therapies (p < 0.05). Furthermore, higher collagen curviness was associated with better outcomes, including a reduced recurrence risk (HR = 0.77, p < 0.001). Subtype-specific trends emerged as ER/PR-negative tumors more frequently exhibited a perpendicular collagen arrangement (p = 0.02), whereas ER/PR-positive tumors showed elevated COL1A1 expression (p < 0.0001). Despite these patterns, the heterogeneity of study methodologies and the complexity of the tumor microenvironment highlight the need for unified frameworks to advance clinical translation. CONCLUSIONS This review highlights the prognostic significance of tumor-stromal collagen characteristics in breast cancer, suggesting that future research should focus on the molecular mechanisms underlying collagen remodeling and its potential as a cancer biomarker and therapeutic target.
Collapse
Affiliation(s)
- Samane Heydari
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran
- Department of Molecular Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, 14496-14530, Iran
| | - Fatemeh Tajik
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Sadegh Safaei
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran
- Department of Molecular Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, 14496-14530, Iran
| | - Fereshteh Kamani
- Department of General Surgery, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Babak Karami
- Department of Physics, Sharif University of Technology, Tehran, Iran
| | - Shima Dorafshan
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran
- Department of Molecular Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, 14496-14530, Iran
| | - Zahra Madjd
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran.
- Department of Molecular Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, 14496-14530, Iran.
| | - Roya Ghods
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran.
- Department of Molecular Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, 14496-14530, Iran.
| |
Collapse
|
8
|
Aggarwal N, Marsh R, Marcotti S, Shaw TJ, Stramer B, Cox S, Culley S. Characterisation and correction of polarisation effects in fluorescently labelled fibres. J Microsc 2025; 298:185-203. [PMID: 38682883 PMCID: PMC11987583 DOI: 10.1111/jmi.13308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 03/27/2024] [Accepted: 04/17/2024] [Indexed: 05/01/2024]
Abstract
Many biological structures take the form of fibres and filaments, and quantitative analysis of fibre organisation is important for understanding their functions in both normal physiological conditions and disease. In order to visualise these structures, fibres can be fluorescently labelled and imaged, with specialised image analysis methods available for quantifying the degree and strength of fibre alignment. Here we show that fluorescently labelled fibres can display polarised emission, with the strength of this effect varying depending on structure and fluorophore identity. This can bias automated analysis of fibre alignment and mask the true underlying structural organisation. We present a method for quantifying and correcting these polarisation effects without requiring polarisation-resolved microscopy and demonstrate its efficacy when applied to images of fluorescently labelled collagen gels, allowing for more reliable characterisation of fibre microarchitecture.
Collapse
Affiliation(s)
- Nandini Aggarwal
- Randall Centre for Cell & Molecular BiophysicsKing's College LondonLondonUK
| | - Richard Marsh
- Randall Centre for Cell & Molecular BiophysicsKing's College LondonLondonUK
| | - Stefania Marcotti
- Randall Centre for Cell & Molecular BiophysicsKing's College LondonLondonUK
| | - Tanya J Shaw
- Centre for Inflammation Biology & Cancer Immunology, School of Immunology & Microbial SciencesKing's College LondonLondonUK
| | - Brian Stramer
- Randall Centre for Cell & Molecular BiophysicsKing's College LondonLondonUK
| | - Susan Cox
- Randall Centre for Cell & Molecular BiophysicsKing's College LondonLondonUK
| | - Siân Culley
- Randall Centre for Cell & Molecular BiophysicsKing's College LondonLondonUK
| |
Collapse
|
9
|
Brewer G, Savage P, Fortier AM, Zhao H, Pacis A, Wang YC, Zuo D, de Nobrega M, Pedersen A, Cassel de Camps C, Souleimanova M, Ramos VM, Ragoussis J, Park M, Moraes C. Invasive phenotypes of triple-negative breast cancer-associated fibroblasts are mechanosensitive, AhR-dependent and correlate with disease state. Acta Biomater 2025:S1742-7061(25)00314-9. [PMID: 40318744 DOI: 10.1016/j.actbio.2025.04.061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Revised: 04/28/2025] [Accepted: 04/30/2025] [Indexed: 05/07/2025]
Abstract
Cancer associated fibroblasts (CAFs) play a critically important role in facilitating tumour cell invasion during metastasis. They also modulate local biophysical features of the tumour microenvironment through the formation of fibrotic foci, which have been correlated with breast cancer aggression. However, the impact of the evolving three-dimensional biophysical tumour microenvironment on CAF function remains undefined. Here, by isolating CAFs from primary human triple-negative breast cancer tissue at the time of surgery, we find that their ability to remodel the local microenvironment and invade into a three-dimensional matrix correlates with disease state. We then engineered culture models to systematically deconstruct and recreate mechanical tissue features of early breast cancer fibrotic foci; and demonstrate that invasion is mechanically-activated only in CAFs from patients with no detectable pre-existing metastases, but is independent of mechanical cues in CAFs isolated from patients with later-stage axillary lymph node metastases. By comparing the differential transcriptional response of these cells to microenvironmental tissue stiffness, we identify the aryl hydrocarbon receptor (AhR) as being significantly upregulated in invasive sub-populations of both mechanically-activated and mechanically-insensitive CAFs. Increasing AhR expression in CAFs induced invasion, while suppressing AhR significantly reduced invasion in both mechanically-activated and mechanically-insensitive CAF populations, even on stiffnesses that recapitulate late-stage disease. This work therefore uses mechanobiological analyses to identify AhR as a mediator of CAF invasion, providing a potential stratification marker to identify those patients who might respond to future mechanics-based prophylactic therapies, and provides a targetable mechanism to limit CAF-associated metastatic disease progression in triple-negative breast cancer patients. STATEMENT OF SIGNIFICANCE: By designing a mechanically-tunable tissue-engineered model of fibroblastic foci, and using this to culture patient-derived cancer-associated fibroblasts, we demonstrate that these cells are differentially mechanosensitive, depending on disease stage of the patient. While comparing transcriptomic profiles of patient-derived cells produces too many pathways to screen, identifying the pathways activated by local tissue mechanics that were common across each patient allowed us to identify a specific target to limit fibroblast invasion. This broad discovery strategy may be useful across a variety of biomaterials-based tissue engineered models; and these specific findings suggest (1) a strategy to identify patients who might respond to CAF- or matrix-targeting therapies, and (2) a specific actionable target to limit CAF-associated metastatic disease progression.
Collapse
Affiliation(s)
- Gabrielle Brewer
- Rosalind & Morris Goodman Cancer Institute, McGill University, 1160 Avenues des Pins, Montréal, QC, Canada; Department of Biochemistry, McGill University, 3649 Promenade Sir-William-Osler, Montréal, QC, Canada
| | - Paul Savage
- Rosalind & Morris Goodman Cancer Institute, McGill University, 1160 Avenues des Pins, Montréal, QC, Canada; Department of Experimental Medicine, McGill University, 1001 Decarie Boulevard, Montréal, QC, Canada
| | - Anne-Marie Fortier
- Rosalind & Morris Goodman Cancer Institute, McGill University, 1160 Avenues des Pins, Montréal, QC, Canada
| | - Hong Zhao
- Rosalind & Morris Goodman Cancer Institute, McGill University, 1160 Avenues des Pins, Montréal, QC, Canada
| | - Alain Pacis
- Rosalind & Morris Goodman Cancer Institute, McGill University, 1160 Avenues des Pins, Montréal, QC, Canada
| | - Yu-Chang Wang
- Department of Human Genetics, McGill University, 3640 University, Montreal, QC; Genome Innovation Centre, 740 Dr Penfield Ave, Montreal, QC
| | - Dongmei Zuo
- Rosalind & Morris Goodman Cancer Institute, McGill University, 1160 Avenues des Pins, Montréal, QC, Canada
| | - Monyse de Nobrega
- Rosalind & Morris Goodman Cancer Institute, McGill University, 1160 Avenues des Pins, Montréal, QC, Canada; Department of Genetics and Molecular Biology, State University of Londrina, Londrina, PR, Brazil
| | - Annika Pedersen
- Rosalind & Morris Goodman Cancer Institute, McGill University, 1160 Avenues des Pins, Montréal, QC, Canada; Department of Experimental Medicine, McGill University, 1001 Decarie Boulevard, Montréal, QC, Canada
| | - Camille Cassel de Camps
- Department of Biomedical Engineering, McGill University, 3775 rue University, Montréal, QC, Canada
| | - Margarita Souleimanova
- Rosalind & Morris Goodman Cancer Institute, McGill University, 1160 Avenues des Pins, Montréal, QC, Canada
| | - Valentina Muñoz Ramos
- Rosalind & Morris Goodman Cancer Institute, McGill University, 1160 Avenues des Pins, Montréal, QC, Canada
| | - Jiannis Ragoussis
- Department of Human Genetics, McGill University, 3640 University, Montreal, QC; Genome Innovation Centre, 740 Dr Penfield Ave, Montreal, QC
| | - Morag Park
- Rosalind & Morris Goodman Cancer Institute, McGill University, 1160 Avenues des Pins, Montréal, QC, Canada; Department of Biochemistry, McGill University, 3649 Promenade Sir-William-Osler, Montréal, QC, Canada; Department of Experimental Medicine, McGill University, 1001 Decarie Boulevard, Montréal, QC, Canada; Department of Oncology, McGill University, 5100 de Maisonneuve Blvd. West, Montréal, QC, Canada.
| | - Christopher Moraes
- Rosalind & Morris Goodman Cancer Institute, McGill University, 1160 Avenues des Pins, Montréal, QC, Canada; Department of Biomedical Engineering, McGill University, 3775 rue University, Montréal, QC, Canada; Department of Chemical Engineering, McGill University, 3610 rue University, Montréal, QC, Canada.
| |
Collapse
|
10
|
Chitsaz M, Yang L, Rayes-Danan R, Savari O, Li B, Shribak M, Eliceiri K, Loeffler A. Polychromatic Polarization Microscopy Differentiates Collagen Fiber Signatures in Benign Pancreatic Tissue and Pancreatic Ductal Adenocarcinoma. Mod Pathol 2025; 38:100768. [PMID: 40210130 DOI: 10.1016/j.modpat.2025.100768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Revised: 03/20/2025] [Accepted: 03/30/2025] [Indexed: 04/12/2025]
Abstract
The orientation of collagen fibers in relation to malignant epithelium is known to carry prognostic information in a variety of tissues. The data are the strongest for breast and pancreatic ductal adenocarcinoma. However, information inherent in collagen fiber topology in malignant tissues remains untapped in daily surgical pathology practice, largely because collagen fibers within areas of desmoplasia cannot be resolved with standard diagnostic microscopy. The methodologies used to visualize collagen fiber orientation are either of insufficient resolution to consistently capture collagen fiber topology or require resources in time and money that do not fit into the daily surgical pathology workflow. Polychromatic polarization microscopy has the potential to bring collagen topology to the attention of pathologists during their routine work. It has been demonstrated to be equivalent to the gold standard methodology used to research collagen, second harmonic generation. We use polychromatic polarization microscopy to visualize and describe the differences in collagen topology in normal pancreas, chronic pancreatitis, and pancreatic ductal adenocarcinoma with a standard microscope, using hematoxylin and eosin-stained sections. In the process, we propose a lexicon with which to describe the morphologic characteristics of collagen in benign and malignant pancreatic tissues.
Collapse
Affiliation(s)
- Mahsa Chitsaz
- Department of Pathology, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Linlin Yang
- Department of Pathology, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Rania Rayes-Danan
- Department of Pathology, MetroHealth Medical Center, Cleveland, Ohio
| | - Omid Savari
- Department of Pathology, University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - Bin Li
- Department of Engineering Science, University of Oxford, Oxford, United Kingdom
| | | | - Kevin Eliceiri
- Center for Quantitative Cell Imaging, University of Wisconsin, Madison, Wisconsin; Morgridge Institute for Research, Madison, Wisconsin
| | - Agnes Loeffler
- Department of Pathology, MetroHealth Medical Center, Cleveland, Ohio.
| |
Collapse
|
11
|
Wu Z, Tang Y, Liu Y, Chen Z, Feng Y, Hu H, Liu H, Chen G, Lu Y, Hu Y, Xu R. Co-delivery of fucoxanthin and Twist siRNA using hydroxyethyl starch-cholesterol self-assembled polymer nanoparticles for triple-negative breast cancer synergistic therapy. J Adv Res 2025; 70:463-479. [PMID: 38636588 PMCID: PMC11976571 DOI: 10.1016/j.jare.2024.04.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 03/22/2024] [Accepted: 04/15/2024] [Indexed: 04/20/2024] Open
Abstract
INTRODUCTION Triple-negative breast cancer (TNBC) represents the most aggressive subtype of breast cancer with an extremely dismal prognosis and few treatment options. As a desmoplastic tumor, TNBC tumor cells are girdled by stroma composed of cancer-associated fibroblasts (CAFs) and their secreted stromal components. The rapidly proliferating tumor cells, together with the tumor stroma, exert additional solid tissue pressure on tumor vasculature and surrounding tissues, severely obstructing therapeutic agent from deep intratumoral penetration, and resulting in tumor metastasis and treatment resistance. OBJECTIVES Fucoxanthin (FX), a xanthophyll carotenoid abundant in marine algae, has attracted widespread attention as a promising alternative candidate for tumor prevention and treatment. Twist is a pivotal regulator of epithelial to mesenchymal transition, and its depletion has proven to sensitize antitumor drugs, inhibit metastasis, reduce CAFs activation and the following interstitial deposition, and increase tumor perfusion. The nanodrug delivery system co-encapsulating FX and nucleic acid drug Twist siRNA (siTwist) was expected to form a potent anti-TNBC therapeutic cyclical feedback loop. METHODS AND RESULTS Herein, our studies constituted a novel self-assembled polymer nanomedicine (siTwist/FX@HES-CH) based on the amino-modified hydroxyethyl starch (HES-NH2) grafted with hydrophobic segment cholesterol (CH). The MTT assay, flow cytometry apoptosis analysis, transwell assay, western blot, and 3D multicellular tumor spheroids growth inhibition assay all showed that siTwist/FX@HES-CH could kill tumor cells and inhibit their metastasis in a synergistic manner. The in vivo anti-TNBC efficacy was demonstrated that siTwist/FX@HES-CH remodeled tumor microenvironment, facilitated interstitial barrier crossing, killed tumor cells synergistically, drastically reduced TNBC orthotopic tumor burden and inhibited lung metastasis. CONCLUSION Systematic studies revealed that this dual-functional nanomedicine that targets both tumor cells and tumor microenvironment significantly alleviates TNBC orthotopic tumor burden and inhibits lung metastasis, establishing a new paradigm for TNBC therapy.
Collapse
Affiliation(s)
- Zeliang Wu
- Department of Pathophysiology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Yuxiang Tang
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Hubei Clinical Medical Center of Cell Therapy for Neoplastic Disease, Wuhan 430022, China
| | - Yuanhui Liu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Zhaozhao Chen
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Yuao Feng
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Hang Hu
- School of Pharmacy, Changzhou University, Changzhou 213164, China
| | - Hui Liu
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; The Key Laboratory for Drug Target Researches and Pharmacodynamic Evaluation of Hubei Province, Wuhan 430030, China
| | - Gang Chen
- Department of Integrated Traditional Chinese and Western Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Youming Lu
- Department of Pathophysiology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Innovation Center for Brain Medical Sciences of the Ministry of Education, Huazhong University of Science and Technology, Wuhan, 430030, China.
| | - Yu Hu
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Hubei Clinical Medical Center of Cell Therapy for Neoplastic Disease, Wuhan 430022, China.
| | - Rong Xu
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; The Key Laboratory for Drug Target Researches and Pharmacodynamic Evaluation of Hubei Province, Wuhan 430030, China; Department of Integrated Traditional Chinese and Western Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China.
| |
Collapse
|
12
|
Taylor H, Spruill L, Jensen-Smith H, Rujchanarong D, Hulahan T, Ivey A, Siougiannis A, Bethard JR, Ball LE, Sandusky GE, Hollingsworth MA, Barth JL, Mehta AS, Drake RR, Marks JR, Nakshatri H, Ford M, Angel PM. Spatial localization of collagen hydroxylated proline site variation as an ancestral trait in the breast cancer microenvironment. Matrix Biol 2025; 136:71-86. [PMID: 39863086 DOI: 10.1016/j.matbio.2025.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2024] [Revised: 12/27/2024] [Accepted: 01/22/2025] [Indexed: 01/27/2025]
Abstract
Collagen stroma interactions within the extracellular microenvironment of breast tissue play a significant role in breast cancer, including risk, progression, and outcomes. Hydroxylation of proline (HYP) is a common post-translational modification directly linked to breast cancer survival and progression. Changes in HYP status lead to alterations in epithelial cell signaling, extracellular matrix remodeling, and immune cell recruitment. In the present study, we test the hypothesis that the breast cancer microenvironment presents unique PTMs of collagen, which form bioactive domains at these sites that are associated with spatial histopathological characteristics and influence breast epithelial cell signaling. Mass spectrometry imaging proteomics targeting collagens were paired with comprehensive proteomic methods to identify novel breast cancer-related collagen domains based on spatial localization and regulation in 260 breast tissue samples. As ancestry plays a significant role in breast cancer outcomes, these methods were performed on ancestry diverse breast cancer tissues. Lumpectomies from the Cancer Genome Atlas (TCGA; n=10) reported increased levels of prolyl 4-hydroxylase subunit alpha-3 (P4HA3) accompanied by spatial regulation of fibrillar collagen protein sequences. A concise set of triple negative breast cancer lumpectomies (n=10) showed spatial regulation of specific domain sites from collagen alpha-1(I) chain. Tissue microarrays identified proteomic alterations around post-translationally modified collagen sites in healthy breast (n=81) and patient matched normal adjacent (NAT; n=76) and invasive ductal carcinoma (n=83). A collagen alpha-1(I) chain domain encompassing amino acids 506-514 with site-specific proline hydroxylation reported significant alteration between patient matched normal adjacent tissue and invasive breast cancer. Functional testing of domain 506-514 on breast cancer epithelial cells showed proliferation, chemotaxis and cell signaling response dependent on site localization of proline hydroxylation within domain 506-514 variants. These findings support site localized collagen HYP forms novel bioactive domains that are spatially distributed within the breast cancer microenvironment and may play a role in ancestral traits of breast cancer.
Collapse
Affiliation(s)
- Harrison Taylor
- Department of Pharmacology & Immunology, Proteomics Center, Medical University of South Carolina, Charleston, SC, United States
| | - Laura Spruill
- Department of Pathology and Laboratory Medicine, Medical University of South Carolina, Charleston, SC, United States
| | - Heather Jensen-Smith
- Eppley Institute for Cancer Research & Allied Diseases, University of Nebraska Medical Center, Omaha, NE, United States
| | - Denys Rujchanarong
- Department of Pharmacology & Immunology, Proteomics Center, Medical University of South Carolina, Charleston, SC, United States
| | - Taylor Hulahan
- Department of Pharmacology & Immunology, Proteomics Center, Medical University of South Carolina, Charleston, SC, United States
| | - Ashlyn Ivey
- Department of Pharmacology & Immunology, Proteomics Center, Medical University of South Carolina, Charleston, SC, United States
| | - Alex Siougiannis
- College of Medicine, Medical University of South Carolina, Charleston, SC, United States
| | - Jennifer R Bethard
- Department of Pharmacology & Immunology, Proteomics Center, Medical University of South Carolina, Charleston, SC, United States
| | - Lauren E Ball
- Department of Pharmacology & Immunology, Proteomics Center, Medical University of South Carolina, Charleston, SC, United States
| | - George E Sandusky
- Department of Surgery, Indiana University School of Medicine, Indianapolis, IN, United States; Indiana University Simon Comprehensive Cancer Center, Indianapolis, IN, United States
| | - M A Hollingsworth
- Eppley Institute for Cancer Research & Allied Diseases, University of Nebraska Medical Center, Omaha, NE, United States
| | - Jeremy L Barth
- Department of Regenerative Medicine and Cell Biology, Medical University of South Carolina, Charleston, SC, United States
| | - Anand S Mehta
- Department of Pharmacology & Immunology, Proteomics Center, Medical University of South Carolina, Charleston, SC, United States
| | - Richard R Drake
- Department of Pharmacology & Immunology, Proteomics Center, Medical University of South Carolina, Charleston, SC, United States
| | - Jeffrey R Marks
- Department of Surgery, Duke Cancer Institute, Duke University, Durham, NC, United States
| | - Harikrishna Nakshatri
- Department of Surgery, Indiana University School of Medicine, Indianapolis, IN, United States; Indiana University Simon Comprehensive Cancer Center, Indianapolis, IN, United States
| | - Marvella Ford
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, United States
| | - Peggi M Angel
- Department of Pharmacology & Immunology, Proteomics Center, Medical University of South Carolina, Charleston, SC, United States.
| |
Collapse
|
13
|
Allan C, Chaudhuri O. Regulation of cell migration by extracellular matrix mechanics at a glance. J Cell Sci 2025; 138:jcs263574. [PMID: 40183462 PMCID: PMC11993253 DOI: 10.1242/jcs.263574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2025] Open
Abstract
Cell migration occurs throughout development, tissue homeostasis and regeneration, as well as in diseases such as cancer. Cells migrate along two-dimensional (2D) surfaces or interfaces, within microtracks, or in confining three-dimensional (3D) extracellular matrices. Although the basic mechanisms of 2D migration are known, recent studies have elucidated unexpected migration behaviors associated with more complex substrates and have provided insights into their underlying molecular mechanisms. Studies using engineered biomaterials for 3D culture and microfabricated channels to replicate cell confinement observed in vivo have revealed distinct modes of migration. Across these contexts, the mechanical features of the surrounding microenvironment have emerged as major regulators of migration. In this Cell Science at a Glance article and the accompanying poster, we describe physiological contexts wherein 2D and 3D cell migration are essential, report how mechanical properties of the microenvironment regulate individual and collective cell migration, and review the mechanisms mediating these diverse modes of cell migration.
Collapse
Affiliation(s)
- Cole Allan
- Department of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA
| | - Ovijit Chaudhuri
- Department of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA
- Chemistry, Engineering, and Medicine for Human Health (ChEM-H), Stanford University, Stanford, CA 94305, USA
| |
Collapse
|
14
|
Gofrit ON, Yutkin V, Duvdevani M, Hidas G, Neuman T. Collagen fiber arrangement in the normal bladder lamina propria and their potential impact on the pathological substaging of bladder cancer stage T1. Histol Histopathol 2025; 40:477-483. [PMID: 39403041 DOI: 10.14670/hh-18-817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/21/2025]
Abstract
The lamina propria (LP) of the urinary bladder lies between the urothelial mucosa and the muscularis propria. This complex stratum is composed of extracellular matrix, several cell types, and collagen types I and III fibers. LP invasion by urothelial carcinoma (progression from stage Ta to T1) is a determinant of bladder cancer advancement. We attempted to characterize collagen fiber arrangement in the LP. This could enrich our understanding of this important layer and potentially provide clues for sub-staging of the T1 bladder cancer. A total of 24 Masson trichrome-stained images of normal bladder, including 12,530 collagen fibers were quantitatively analyzed using the Dragonfly software. The LP was divided according to fiber orientation into superficial LP (SLP, 15% of the thickness) and the deep LP (DLP, 85% of the thickness). Collagen fiber geometry analysis demonstrated that the SLP fibers are more parallel to the urothelium with an average angle of 260±230 compared to 400±260 in the DLP (p=3.4x10-144), more packed (average distance to the closest fiber of 0.61±0.67 compared to 0.66±0.77, p=0.0001), and their aspect ratio is considerably longer (average of 1.93±0.12 compared to 0.20±0.11, p=2.84x10-8). No difference was found in fiber perimeter or Feret diameter. Thus, we conclude that bladder collagen fibers are arranged in two distinct layers: a dense-ordered SLP and a loose disorder DLP. This indicates that the physical barrier to cancer cell invasion probably lies in the SLP, immediately underneath the urothelium. Once this barrier is breached, the looser and disorganized DLP poses no remarkable obstacle. Thus, we believe that histology-based subdivisions of stage T1 are expected to fail in providing clinically meaningful prognostic information.
Collapse
Affiliation(s)
- Ofer N Gofrit
- Department of Urology, Hadassah Hebrew University Hospital, Jerusalem, Israel.
| | - Vladimir Yutkin
- Department of Urology, Hadassah Hebrew University Hospital, Jerusalem, Israel
| | - Mordechai Duvdevani
- Department of Urology, Hadassah Hebrew University Hospital, Jerusalem, Israel
| | - Guy Hidas
- Department of Urology, Hadassah Hebrew University Hospital, Jerusalem, Israel
| | - Tzahi Neuman
- Department of Pathology, Hadassah Hebrew University Hospital, Jerusalem, Israel
| |
Collapse
|
15
|
Sádaba A, Garaikoetxea M, Tiraplegui C, San-Ildefonso-García S, Goñi-Olóriz M, Fernández-Celis A, Martín-Núñez E, Castillo P, Álvarez V, Sádaba R, Jover E, Navarro A, López-Andrés N. The Presence of Adipose Tissue in Aortic Valves Influences Inflammation and Extracellular Matrix Composition in Chronic Aortic Regurgitation. Int J Mol Sci 2025; 26:3128. [PMID: 40243913 PMCID: PMC11989201 DOI: 10.3390/ijms26073128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2025] [Revised: 03/10/2025] [Accepted: 03/24/2025] [Indexed: 04/18/2025] Open
Abstract
Adipose tissue is present in aortic valves (AVs). Valve interstitial cells (VICs) could differentiate into adipogenic lineages. We here characterize whether the presence of adipose tissue in the AV influences inflammation and extracellular matrix (ECM) composition in patients with aortic regurgitation (AR). A total of 144 AVs were analyzed by histological and molecular techniques. We performed discovery studies using Olink Proteomics® technology in 40 AVs (N = 16 without and N = 24 with adipose tissue). In vitro, human white adipocytes (HWAs) or VICs were cultured with adipogenic media and co-cultured with control VICs. Of Avs, 67% presented white-like adipocytes within the spongiosa. Discovery studies revealed increased levels of inflammatory and ECM molecules in AVs containing adipocytes. Interestingly, the presence of adipocytes was associated with greater AV thickness, higher inflammation, and ECM remodeling, which was characterized by increased proinflammatory molecules, collagen, fibronectin, proteoglycans, and metalloproteinases. AV thickness positively correlated with markers of adipose tissue, inflammation, and ECM. In vitro, adipocyte-like VICs expressed higher levels of adipocyte markers, increased cytokines, fibronectin, decorin, and MMP-13. Analyses of supernatants from co-cultured control VICs with HWA or adipocyte-like VICs showed higher expression of inflammatory mediators, collagen type I, proteoglycans, and metalloproteinases. AVs presenting adipocytes were thicker and exhibited changes characterized by increased inflammation accompanied by aberrant expression of collagen, proteoglycans, and metalloproteinases. VICs could differentiate into adipogenic pathway, affect neighbor VICs, and contribute to inflammation, collagen and proteoglycan accumulation, as well as to metalloproteinases secretion. In summary, the presence of adipose tissue in AV could modify its composition, favoring inflammation and remodeling with an impact on AV thickness.
Collapse
Affiliation(s)
- Alba Sádaba
- Cardiovascular Translational Research, Navarrabiomed (Fundación Miguel Servet), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), 31008 Pamplona, Spain; (A.S.); (M.G.); (C.T.); (S.S.-I.-G.); (M.G.-O.); (A.F.-C.); (E.M.-N.); (P.C.); (V.Á.); (R.S.); (E.J.)
| | - Mattie Garaikoetxea
- Cardiovascular Translational Research, Navarrabiomed (Fundación Miguel Servet), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), 31008 Pamplona, Spain; (A.S.); (M.G.); (C.T.); (S.S.-I.-G.); (M.G.-O.); (A.F.-C.); (E.M.-N.); (P.C.); (V.Á.); (R.S.); (E.J.)
| | - Carolina Tiraplegui
- Cardiovascular Translational Research, Navarrabiomed (Fundación Miguel Servet), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), 31008 Pamplona, Spain; (A.S.); (M.G.); (C.T.); (S.S.-I.-G.); (M.G.-O.); (A.F.-C.); (E.M.-N.); (P.C.); (V.Á.); (R.S.); (E.J.)
| | - Susana San-Ildefonso-García
- Cardiovascular Translational Research, Navarrabiomed (Fundación Miguel Servet), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), 31008 Pamplona, Spain; (A.S.); (M.G.); (C.T.); (S.S.-I.-G.); (M.G.-O.); (A.F.-C.); (E.M.-N.); (P.C.); (V.Á.); (R.S.); (E.J.)
| | - Miriam Goñi-Olóriz
- Cardiovascular Translational Research, Navarrabiomed (Fundación Miguel Servet), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), 31008 Pamplona, Spain; (A.S.); (M.G.); (C.T.); (S.S.-I.-G.); (M.G.-O.); (A.F.-C.); (E.M.-N.); (P.C.); (V.Á.); (R.S.); (E.J.)
| | - Amaya Fernández-Celis
- Cardiovascular Translational Research, Navarrabiomed (Fundación Miguel Servet), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), 31008 Pamplona, Spain; (A.S.); (M.G.); (C.T.); (S.S.-I.-G.); (M.G.-O.); (A.F.-C.); (E.M.-N.); (P.C.); (V.Á.); (R.S.); (E.J.)
| | - Ernesto Martín-Núñez
- Cardiovascular Translational Research, Navarrabiomed (Fundación Miguel Servet), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), 31008 Pamplona, Spain; (A.S.); (M.G.); (C.T.); (S.S.-I.-G.); (M.G.-O.); (A.F.-C.); (E.M.-N.); (P.C.); (V.Á.); (R.S.); (E.J.)
| | - Paula Castillo
- Cardiovascular Translational Research, Navarrabiomed (Fundación Miguel Servet), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), 31008 Pamplona, Spain; (A.S.); (M.G.); (C.T.); (S.S.-I.-G.); (M.G.-O.); (A.F.-C.); (E.M.-N.); (P.C.); (V.Á.); (R.S.); (E.J.)
| | - Virginia Álvarez
- Cardiovascular Translational Research, Navarrabiomed (Fundación Miguel Servet), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), 31008 Pamplona, Spain; (A.S.); (M.G.); (C.T.); (S.S.-I.-G.); (M.G.-O.); (A.F.-C.); (E.M.-N.); (P.C.); (V.Á.); (R.S.); (E.J.)
| | - Rafael Sádaba
- Cardiovascular Translational Research, Navarrabiomed (Fundación Miguel Servet), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), 31008 Pamplona, Spain; (A.S.); (M.G.); (C.T.); (S.S.-I.-G.); (M.G.-O.); (A.F.-C.); (E.M.-N.); (P.C.); (V.Á.); (R.S.); (E.J.)
| | - Eva Jover
- Cardiovascular Translational Research, Navarrabiomed (Fundación Miguel Servet), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), 31008 Pamplona, Spain; (A.S.); (M.G.); (C.T.); (S.S.-I.-G.); (M.G.-O.); (A.F.-C.); (E.M.-N.); (P.C.); (V.Á.); (R.S.); (E.J.)
| | - Adela Navarro
- Cardiovascular Translational Research, Navarrabiomed (Fundación Miguel Servet), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), 31008 Pamplona, Spain; (A.S.); (M.G.); (C.T.); (S.S.-I.-G.); (M.G.-O.); (A.F.-C.); (E.M.-N.); (P.C.); (V.Á.); (R.S.); (E.J.)
| | - Natalia López-Andrés
- Cardiovascular Translational Research, Navarrabiomed (Fundación Miguel Servet), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), 31008 Pamplona, Spain; (A.S.); (M.G.); (C.T.); (S.S.-I.-G.); (M.G.-O.); (A.F.-C.); (E.M.-N.); (P.C.); (V.Á.); (R.S.); (E.J.)
- French-Clinical Research Infrastructure Network (F-CRIN) Cardiovascular and Renal Clinical Trialists (INI-CRCT), 54500 Nancy, France
| |
Collapse
|
16
|
Sharma A, Steger RF, Li JM, Baude JA, Heom KA, Dey SS, Stowers RS. Sp1 mechanotransduction regulates breast cancer cell invasion in response to multiple tumor-mimicking extracellular matrix cues. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.18.643983. [PMID: 40166320 PMCID: PMC11957027 DOI: 10.1101/2025.03.18.643983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
Breast cancer progression is marked by extracellular matrix (ECM) remodeling, including increased stiffness, faster stress relaxation, and elevated collagen levels. In vitro experiments have revealed a role for each of these factors to individually promote malignant behavior, but their combined effects remain unclear. To address this, we developed alginate-collagen hydrogels with independently tunable stiffness, stress relaxation, and collagen density. We show that these combined tumor-mimicking ECM cues reinforced invasive morphologies and promoted spheroid invasion in breast cancer and mammary epithelial cells. High stiffness and low collagen density in slow-relaxing matrices led to the greatest cell migration speed and displacement. RNA-seq revealed Sp1 target gene enrichment in response to both individual and combined ECM cues, with a greater enrichment observed under multiple cues. Notably, high expression of Sp1 target genes upregulated by fast stress relaxation correlated with poor patient survival. Mechanistically, we found that phosphorylated-Sp1 (T453) was increasingly located in the nucleus in stiff and/or fast relaxing matrices, which was regulated by PI3K and ERK1/2 signaling, as well as actomyosin contractility. This study emphasizes how multiple ECM cues in complex microenvironments reinforce malignant traits and supports an emerging role for Sp1 as a mechanoresponsive transcription factor.
Collapse
Affiliation(s)
- Abhishek Sharma
- Department of Mechanical Engineering, University of California, Santa Barbara, Santa Barbara, CA, USA
| | - Rowan F Steger
- Department of Chemical Engineering, University of California, Santa Barbara, Santa Barbara, CA, USA
| | - Jen M Li
- Department of Molecular, Cellular, and Developmental Biology, University of California, Santa Barbara, Santa Barbara, CA, USA
| | - Jane A Baude
- Department of Molecular, Cellular, and Developmental Biology, University of California, Santa Barbara, Santa Barbara, CA, USA
| | - Kellie A Heom
- Department of Chemical Engineering, University of California, Santa Barbara, Santa Barbara, CA, USA
| | - Siddharth S Dey
- Department of Chemical Engineering, University of California, Santa Barbara, Santa Barbara, CA, USA
- Department of Bioengineering, University of California, Santa Barbara, Santa Barbara, CA, USA
| | - Ryan S Stowers
- Department of Mechanical Engineering, University of California, Santa Barbara, Santa Barbara, CA, USA
- Department of Bioengineering, University of California, Santa Barbara, Santa Barbara, CA, USA
| |
Collapse
|
17
|
Gari MK, Lee HJ, Inman DR, Burkel BM, Highland MA, Kwon GS, Gupta N, Ponik SM. Inhibiting fibronectin assembly in the breast tumor microenvironment increases cell death and improves response to doxorubicin. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.12.637963. [PMID: 40161788 PMCID: PMC11952368 DOI: 10.1101/2025.02.12.637963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
Purpose Effective therapies for solid tumors, including breast cancers, are hindered by several roadblocks that can be largely attributed to the fibrotic extracellular matrix (ECM). Fibronectin (FN) is a highly upregulated ECM component in the fibrotic tumor stroma and is associated with poor patient prognosis. This study aimed to investigate the therapeutic potential of an anti-fibrotic peptide that specifically targets FN and blocks the fibrillar assembly of FN. Methods To target FN, we used PEGylated Functional Upstream Domain (PEG-FUD), which binds to the 70 kDa N-terminal region of FN with high affinity, localizes to mammary tumors, and potently inhibits FN assembly in vitro and in vivo. Here, we used the 4T1 tumor model to investigate the efficacy and mechanisms of PEG-FUD to inhibit tumor growth. Results Our data demonstrates that PEG-FUD monotherapy reduces tumor growth without systemic toxicity. Analysis of the tumor microenvironment revealed that PEG-FUD effectively inhibited FN matrix assembly within tumors and reduced adhesion-mediated signaling through α5 integrin and FAK leading to enhanced tumor cell death. Notably, signaling through FAK has been associated with resistance mechanisms to doxorubicin (DOX). Therefore, we tested the combination of PEG-FUD and Dox, which significantly reduced tumor growth by 60% compared to vehicle control and 30% compared to Dox monotherapy. Conclusions Our findings demonstrate that PEG-FUD significantly modifies the peritumoral ECM of breast cancer, leading to increased tumor cell death, and potentiates the efficacy of conventional breast cancer therapy.
Collapse
Affiliation(s)
- Metti K. Gari
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, WI, USA
| | - Hye Jin Lee
- College of Pharmacy, Chungbuk National University, Cheongju 28160, Republic of Korea
| | - David R. Inman
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, WI, USA
| | - Brian M. Burkel
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, WI, USA
| | - Margaret A. Highland
- Wisconsin Veterinary Diagnostic Laboratory, University of Wisconsin - Madison, WI, USA
| | - Glen S. Kwon
- Pharmaceutical Sciences Division, School of Pharmacy, University of Wisconsin - Madison, WI, USA
| | - Nikesh Gupta
- Pharmaceutical Sciences Division, School of Pharmacy, University of Wisconsin - Madison, WI, USA
| | - Suzanne M. Ponik
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, WI, USA
| |
Collapse
|
18
|
Liu Z, Zhang X, Ben T, Li M, Jin Y, Wang T, Song Y. Focal adhesion in the tumour metastasis: from molecular mechanisms to therapeutic targets. Biomark Res 2025; 13:38. [PMID: 40045379 PMCID: PMC11884212 DOI: 10.1186/s40364-025-00745-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Accepted: 02/11/2025] [Indexed: 03/09/2025] Open
Abstract
The tumour microenvironment is the "hotbed" of tumour cells, providing abundant extracellular support for growth and metastasis. However, the tumour microenvironment is not static and is constantly remodelled by a variety of cellular components, including tumour cells, through mechanical, biological and chemical means to promote metastasis. Focal adhesion plays an important role in cell-extracellular matrix adhesion. An in-depth exploration of the role of focal adhesion in tumour metastasis, especially their contribution at the biomechanical level, is an important direction of current research. In this review, we first summarize the assembly of focal adhesions and explore their kinetics in tumour cells. Then, we describe in detail the role of focal adhesion in various stages of tumour metastasis, especially its key functions in cell migration, invasion, and matrix remodelling. Finally, we describe the anti-tumour strategies targeting focal adhesion and the current progress in the development of some inhibitors against focal adhesion proteins. In this paper, we summarize for the first time that focal adhesion play a positive feedback role in pro-tumour metastatic matrix remodelling by summarizing the five processes of focal adhesion assembly in a multidimensional way. It is beneficial for researchers to have a deeper understanding of the role of focal adhesion in the biological behaviour of tumour metastasis and the potential of focal adhesion as a therapeutic target, providing new ideas for the prevention and treatment of metastases.
Collapse
Affiliation(s)
- Zonghao Liu
- Department of Radiotherapy, Cancer Hospital of China Medical University, No.44 Xiaoheyan Road, Dadong District, Shenyang, Liaoning Province, 110042, P. R. China
- The First Clinical College, China Medical University, Shenyang, Liaoning Province, 110122, P. R. China
| | - Xiaofang Zhang
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, 110001, China
| | - Tianru Ben
- The First Clinical College, China Medical University, Shenyang, Liaoning Province, 110122, P. R. China
| | - Mo Li
- Department of Breast Surgery, Liaoning Cancer Hospital and Institute, No.44 Xiaoheyan Road, Dadong District, Shenyang, Liaoning Province, 110042, P. R. China
| | - Yi Jin
- Department of Breast Surgery, Liaoning Cancer Hospital and Institute, No.44 Xiaoheyan Road, Dadong District, Shenyang, Liaoning Province, 110042, P. R. China
| | - Tianlu Wang
- Department of Radiotherapy, Cancer Hospital of China Medical University, No.44 Xiaoheyan Road, Dadong District, Shenyang, Liaoning Province, 110042, P. R. China.
- Department of Radiotherapy, Cancer Hospital of Dalian University of Technology, Shenyang, Liaoning Province, 110042, People's Republic of China.
- Faculty of Medicine, Dalian University of Technology, Dalian, Liaoning Province, 116024, P. R. China.
| | - Yingqiu Song
- Department of Radiotherapy, Cancer Hospital of China Medical University, No.44 Xiaoheyan Road, Dadong District, Shenyang, Liaoning Province, 110042, P. R. China.
- Department of Radiotherapy, Liaoning Cancer Hospital & Institute, No.44 Xiaoheyan Road, Dadong District, Shenyang, Liaoning Province, 110042, P. R. China.
| |
Collapse
|
19
|
Li C, Li J, Argall‐Knapp Z, Hendrikse NW, Farooqui MA, Raykowski B, King A, Nong S, Liu Y. Combining Top-Down and Bottom-Up: An Open Microfluidic Microtumor Model for Investigating Tumor Cell-ECM Interaction and Anti-Metastasis. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2025; 21:e2402499. [PMID: 39811947 PMCID: PMC11878254 DOI: 10.1002/smll.202402499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 09/19/2024] [Indexed: 01/16/2025]
Abstract
Using a combined top-down (i.e., operator-directed) and bottom-up (i.e., cell-directed) strategy, an Under-oil Open Microfluidic System (UOMS)-based microtumor model is presented for investigating tumor cell migration and anti-metastasis drug test. Compared to the mainstream closed microfluidics-based microtumor models, the UOMS microtumor model features: i) micrometer-scale lateral resolution of surface patterning with open microfluidic design for flexible spatiotemporal sample manipulation (i.e., top-down); ii) self-organized extracellular matrix (ECM) structures and tumor cell-ECM spontaneous remodeling (i.e., bottom-up); and iii) free physical access to the samples on a device with minimized system disturbance. The UOMS microtumor model - allowing a controlled but also self-organized, cell-directed tumor-ECM microenvironment in an open microfluidic configuration - is used to test an anti-metastasis drug (incyclinide, aka CMT-3) with a triple-negative breast cancer cell line (MDA-MB-231). The in vitro results show a suppression of tumor cell migration and ECM remodeling echoing the in vivo mice metastasis results.
Collapse
Affiliation(s)
- Chao Li
- Carbone Cancer CenterUniversity of Wisconsin‐MadisonMadisonWI53792USA
- Department of Biomedical EngineeringUniversity of Wisconsin‐MadisonMadisonWI53706USA
| | - Jiayi Li
- College of Osteopathic MedicineLiberty UniversityLynchburgVA24502USA
| | - Zach Argall‐Knapp
- Department of BiochemistryUniversity of Wisconsin‐MadisonMadisonWI53706USA
| | - Nathan W. Hendrikse
- Department of Integrative BiologyUniversity of Wisconsin‐MadisonMadisonWI53706USA
| | - Mehtab A. Farooqui
- Department of Biomedical EngineeringUniversity of Wisconsin‐MadisonMadisonWI53706USA
| | - Bella Raykowski
- Department of Biomedical EngineeringUniversity of Wisconsin‐MadisonMadisonWI53706USA
| | - Anna King
- College of Osteopathic MedicineLiberty UniversityLynchburgVA24502USA
| | - Serratt Nong
- College of Osteopathic MedicineLiberty UniversityLynchburgVA24502USA
| | - Yingguang Liu
- College of Osteopathic MedicineLiberty UniversityLynchburgVA24502USA
| |
Collapse
|
20
|
Chandler T, Guo M, Su Y, Chen J, Wu Y, Liu J, Agashe A, Fischer RS, Mehta SB, Kumar A, Baskin TI, Jaumouillé V, Liu H, Swaminathan V, Nain AS, Oldenbourg R, La Riviere PJ, Shroff H. Volumetric imaging of the 3D orientation of cellular structures with a polarized fluorescence light-sheet microscope. Proc Natl Acad Sci U S A 2025; 122:e2406679122. [PMID: 39982748 PMCID: PMC11874040 DOI: 10.1073/pnas.2406679122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 01/06/2025] [Indexed: 02/22/2025] Open
Abstract
Polarized fluorescence microscopy is a valuable tool for measuring molecular orientations in biological samples, but techniques for recovering three-dimensional orientations and positions of fluorescent ensembles are limited. We report a polarized dual-view light-sheet system for determining the diffraction-limited three-dimensional distribution of the orientations and positions of ensembles of fluorescent dipoles that label biological structures. We share a set of visualization, histogram, and profiling tools for interpreting these positions and orientations. We model the distributions based on the polarization-dependent efficiency of excitation and detection of emitted fluorescence, using coarse-grained representations we call orientation distribution functions (ODFs). We apply ODFs to create physics-informed models of image formation with spatio-angular point-spread and transfer functions. We use theory and experiment to conclude that light-sheet tilting is a necessary part of our design for recovering all three-dimensional orientations. We use our system to extend known two-dimensional results to three dimensions in FM1-43-labeled giant unilamellar vesicles, fast-scarlet-labeled cellulose in xylem cells, and phalloidin-labeled actin in U2OS cells. Additionally, we observe phalloidin-labeled actin in mouse fibroblasts grown on grids of labeled nanowires and identify correlations between local actin alignment and global cell-scale orientation, indicating cellular coordination across length scales.
Collapse
Affiliation(s)
- Talon Chandler
- Chan Zuckerberg Biohub San Francisco, San Francisco, CA94158
- Department of Radiology, University of Chicago, Chicago, IL60637
| | - Min Guo
- State Key Laboratory of Extreme Photonics and Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, Zhejiang310027, China
- Laboratory of High Resolution Optical Imaging, National Institute of Biomedical Imaging and Bioengineering, NIH, Bethesda, MD20892
| | - Yijun Su
- Laboratory of High Resolution Optical Imaging, National Institute of Biomedical Imaging and Bioengineering, NIH, Bethesda, MD20892
- Advanced Imaging and Microscopy Resource, NIH, Bethesda, MD20892
- HHMI, Janelia Research Campus, Ashburn, VA20147
| | - Jiji Chen
- Advanced Imaging and Microscopy Resource, NIH, Bethesda, MD20892
| | - Yicong Wu
- Laboratory of High Resolution Optical Imaging, National Institute of Biomedical Imaging and Bioengineering, NIH, Bethesda, MD20892
| | - Junyu Liu
- State Key Laboratory of Extreme Photonics and Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, Zhejiang310027, China
| | - Atharva Agashe
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, VA24061
| | - Robert S. Fischer
- Cell Biology and Physiology Center, National Heart, Lung, and Blood Institute, NIH, Bethesda, MD20892
| | - Shalin B. Mehta
- Chan Zuckerberg Biohub San Francisco, San Francisco, CA94158
- Department of Radiology, University of Chicago, Chicago, IL60637
- Bell Center, Marine Biological Laboratory, Woods Hole, MA02543
| | - Abhishek Kumar
- Bell Center, Marine Biological Laboratory, Woods Hole, MA02543
| | - Tobias I. Baskin
- Department of Biology, University of Massachusetts, Amherst, MA01003
- Whitman Center, Marine Biological Laboratory, Woods Hole, MA02543
| | - Valentin Jaumouillé
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BCV5A 1S6, Canada
| | - Huafeng Liu
- State Key Laboratory of Extreme Photonics and Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, Zhejiang310027, China
| | - Vinay Swaminathan
- Department of Clinical Sciences, Lund University, Lund, ScaniaSE-221 00, Sweden
- Wallenberg Centre for Molecular Medicine, Lund University, Lund, ScaniaSE-221 00, Sweden
| | - Amrinder S. Nain
- Department of Mechanical Engineering, Virginia Tech, Blacksburg, VA24061
| | | | - Patrick J. La Riviere
- Department of Radiology, University of Chicago, Chicago, IL60637
- Whitman Center, Marine Biological Laboratory, Woods Hole, MA02543
| | - Hari Shroff
- Laboratory of High Resolution Optical Imaging, National Institute of Biomedical Imaging and Bioengineering, NIH, Bethesda, MD20892
- Advanced Imaging and Microscopy Resource, NIH, Bethesda, MD20892
- HHMI, Janelia Research Campus, Ashburn, VA20147
- Whitman Center, Marine Biological Laboratory, Woods Hole, MA02543
| |
Collapse
|
21
|
Maiques O, Sallan MC, Laddach R, Pandya P, Varela A, Crosas-Molist E, Barcelo J, Courbot O, Liu Y, Graziani V, Arafat Y, Sewell J, Rodriguez-Hernandez I, Fanshawe B, Jung-Garcia Y, Imbert PR, Grasset EM, Albrengues J, Santacana M, Macià A, Tarragona J, Matias-Guiu X, Marti RM, Tsoka S, Gaggioli C, Orgaz JL, Fruhwirth GO, Wallberg F, Betteridge K, Reyes-Aldasoro CC, Haider S, Braun A, Karagiannis SN, Elosegui-Artola A, Sanz-Moreno V. Matrix mechano-sensing at the invasive front induces a cytoskeletal and transcriptional memory supporting metastasis. Nat Commun 2025; 16:1394. [PMID: 39952917 PMCID: PMC11829002 DOI: 10.1038/s41467-025-56299-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Accepted: 01/13/2025] [Indexed: 02/17/2025] Open
Abstract
The extracellular matrix (ECM) controls tumour dissemination. We characterise ECM organization in human and mouse tumours, identifying three regions: tumour body, proximal invasive front and distal invasive front. Invasive areas show increased matrix density, fibre thickness, length, and alignment, with unique radial fibre orientation at the distal invasive front correlating with amoeboid invasive features. Using patient samples and murine models, we find that metastases recapitulate ECM features of the primary tumour. Ex vivo culture of murine cancer cells isolated from the different tumour regions reveals a spatial cytoskeletal and transcriptional memory. Several in vitro models recapitulate the in vivo ECM organisation showing that increased matrix induces 3D confinement supporting Rho-ROCK-Myosin II activity, while radial orientation enhances directional invasion. Spatial transcriptomics identifies a mechano-inflammatory program associated with worse prognosis across multiple tumour types. These findings provide mechanistic insights into how ECM organization shapes local invasion and distant metastasis.
Collapse
Affiliation(s)
- Oscar Maiques
- Cytoskeleton and metastasis Team, The Breast Cancer Now Toby Robins Research Centre Division of Breast Cancer Research, The Institute of Cancer Research, Chester Beatty Laboratories, London, SW3 6JB, UK
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University of London, John Vane Science Building, Charterhouse Square, London, EC1M 6BQ, UK
- Randall Division of Cell and Molecular Biophysics, King's College London, New Hunt's House, Guy's Campus, London, SE1 1UL, UK
- Cancer Biomarkers & Biotherapeutics, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Marta C Sallan
- Cytoskeleton and metastasis Team, The Breast Cancer Now Toby Robins Research Centre Division of Breast Cancer Research, The Institute of Cancer Research, Chester Beatty Laboratories, London, SW3 6JB, UK
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, John Vane Science Building, Charterhouse Square, London, EC1M 6BQ, UK
| | - Roman Laddach
- St. John's Institute of Dermatology, School of Basic and Medical Biosciences, King's College London, SE1 9RT, London, UK
- Department of Informatics, Faculty of Natural and Mathematical Sciences, King's College London, Bush House, London, WC2B 4BG, UK
| | - Pahini Pandya
- Randall Division of Cell and Molecular Biophysics, King's College London, New Hunt's House, Guy's Campus, London, SE1 1UL, UK
| | - Adrian Varela
- Cytoskeleton and metastasis Team, The Breast Cancer Now Toby Robins Research Centre Division of Breast Cancer Research, The Institute of Cancer Research, Chester Beatty Laboratories, London, SW3 6JB, UK
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University of London, John Vane Science Building, Charterhouse Square, London, EC1M 6BQ, UK
| | - Eva Crosas-Molist
- Cytoskeleton and metastasis Team, The Breast Cancer Now Toby Robins Research Centre Division of Breast Cancer Research, The Institute of Cancer Research, Chester Beatty Laboratories, London, SW3 6JB, UK
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University of London, John Vane Science Building, Charterhouse Square, London, EC1M 6BQ, UK
- Randall Division of Cell and Molecular Biophysics, King's College London, New Hunt's House, Guy's Campus, London, SE1 1UL, UK
| | - Jaume Barcelo
- Cytoskeleton and metastasis Team, The Breast Cancer Now Toby Robins Research Centre Division of Breast Cancer Research, The Institute of Cancer Research, Chester Beatty Laboratories, London, SW3 6JB, UK
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University of London, John Vane Science Building, Charterhouse Square, London, EC1M 6BQ, UK
| | - Olivia Courbot
- Cell and Tissue Mechanobiology Laboratory, The Francis Crick Institute, London, NW1 1AT, UK
| | - Yanbo Liu
- Cytoskeleton and metastasis Team, The Breast Cancer Now Toby Robins Research Centre Division of Breast Cancer Research, The Institute of Cancer Research, Chester Beatty Laboratories, London, SW3 6JB, UK
| | - Vittoria Graziani
- Cytoskeleton and metastasis Team, The Breast Cancer Now Toby Robins Research Centre Division of Breast Cancer Research, The Institute of Cancer Research, Chester Beatty Laboratories, London, SW3 6JB, UK
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University of London, John Vane Science Building, Charterhouse Square, London, EC1M 6BQ, UK
| | - Youssef Arafat
- Department of Computer Science, City St George's, University of London, London, UK
| | - Joanne Sewell
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University of London, John Vane Science Building, Charterhouse Square, London, EC1M 6BQ, UK
- Randall Division of Cell and Molecular Biophysics, King's College London, New Hunt's House, Guy's Campus, London, SE1 1UL, UK
| | - Irene Rodriguez-Hernandez
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University of London, John Vane Science Building, Charterhouse Square, London, EC1M 6BQ, UK
- Randall Division of Cell and Molecular Biophysics, King's College London, New Hunt's House, Guy's Campus, London, SE1 1UL, UK
| | - Bruce Fanshawe
- Randall Division of Cell and Molecular Biophysics, King's College London, New Hunt's House, Guy's Campus, London, SE1 1UL, UK
- Comprehensive Cancer Centre, School of Cancer and Pharmaceutical Sciences, King's College London, London, SE1 1UL, UK
| | - Yaiza Jung-Garcia
- Cytoskeleton and metastasis Team, The Breast Cancer Now Toby Robins Research Centre Division of Breast Cancer Research, The Institute of Cancer Research, Chester Beatty Laboratories, London, SW3 6JB, UK
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University of London, John Vane Science Building, Charterhouse Square, London, EC1M 6BQ, UK
| | - Paul Rc Imbert
- CMR Advanced Bio-imaging Facility, Centre for Microvascular Research, Queen Mary University of London, John Vane Science Building, Charterhouse Square, London, EC1M 6BQ, UK
| | - Eloise M Grasset
- University Cote d'Azur, CNRS UMR7284, INSERM U1081, Institute for Research on Cancer and Aging, Nice (IRCAN), Nice, France
| | - Jean Albrengues
- University Cote d'Azur, CNRS UMR7284, INSERM U1081, Institute for Research on Cancer and Aging, Nice (IRCAN), Nice, France
| | - Maria Santacana
- Department of Pathology and Molecular Genetics, Hospital Universitari Arnau de Vilanova, University of Lleida, IRBLleida, CIBERONC, Lleida, 25198, Spain
| | - Anna Macià
- Oncologic Pathology Group, IRBLleida, Departments of Experimental Medicine and Basic Medical Sciences, University of Lleida, Lleida, 25198, Spain
| | - Jordi Tarragona
- Department of Pathology and Molecular Genetics, Hospital Universitari Arnau de Vilanova, University of Lleida, IRBLleida, CIBERONC, Lleida, 25198, Spain
| | - Xavier Matias-Guiu
- Department of Pathology and Molecular Genetics, Hospital Universitari Arnau de Vilanova, University of Lleida, IRBLleida, CIBERONC, Lleida, 25198, Spain
- Oncologic Pathology Group, IRBLleida, Departments of Experimental Medicine and Basic Medical Sciences, University of Lleida, Lleida, 25198, Spain
- Department of Pathology, Hospital Universitari de Bellvitge University of Barcelona, IDIBELL, CIBERONC, L'Hospitalet-, Barcelona, 08907, Spain
| | - Rosa M Marti
- Department of Dermatology, Hospital Universitari Arnau de Vilanova, CIBERONC, University of Lleida, CIBERONC, IRB Lleida, Lleida, 25198, Spain
| | - Sophia Tsoka
- Department of Informatics, Faculty of Natural and Mathematical Sciences, King's College London, Bush House, London, WC2B 4BG, UK
| | - Cedric Gaggioli
- University Cote d'Azur, CNRS UMR7284, INSERM U1081, Institute for Research on Cancer and Aging, Nice (IRCAN), Nice, France
| | - Jose L Orgaz
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University of London, John Vane Science Building, Charterhouse Square, London, EC1M 6BQ, UK
- Randall Division of Cell and Molecular Biophysics, King's College London, New Hunt's House, Guy's Campus, London, SE1 1UL, UK
- Instituto de Investigaciones Biomédicas Sols-Morreale (IIBM), CSIC-UAM, 28029, Madrid, Spain
| | - Gilbert O Fruhwirth
- Comprehensive Cancer Centre, School of Cancer and Pharmaceutical Sciences, King's College London, London, SE1 1UL, UK
| | - Fredrik Wallberg
- Quell Therapeutics, Translation & Innovation Hub, 84 Wood Ln, London, W12 0BZ, UK
- Light Microscopy Facility, The Institute of Cancer Research, Chester Beatty Laboratories, London, SW3 6JB, UK
| | - Kai Betteridge
- Light Microscopy Facility, The Institute of Cancer Research, Chester Beatty Laboratories, London, SW3 6JB, UK
| | - Constantino Carlos Reyes-Aldasoro
- Department of Computer Science, City St George's, University of London, London, UK
- Integrated Pathology Unit, Division of Molecular Pathology, The Institute of Cancer Research, Sutton, UK
| | - Syed Haider
- Breast Cancer Research Bioinformatics Group, Chester Beatty Laboratories, London, SW3 6JB, UK
| | - Andrejs Braun
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, John Vane Science Building, Charterhouse Square, London, EC1M 6BQ, UK
| | - Sophia N Karagiannis
- St. John's Institute of Dermatology, School of Basic and Medical Biosciences, King's College London, SE1 9RT, London, UK
- Breast Cancer Now Research Unit, School of Cancer & Pharmaceutical Sciences, King's College London, Guy's Cancer Centre, London, SE1 9RT, UK
| | | | - Victoria Sanz-Moreno
- Cytoskeleton and metastasis Team, The Breast Cancer Now Toby Robins Research Centre Division of Breast Cancer Research, The Institute of Cancer Research, Chester Beatty Laboratories, London, SW3 6JB, UK.
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University of London, John Vane Science Building, Charterhouse Square, London, EC1M 6BQ, UK.
- Randall Division of Cell and Molecular Biophysics, King's College London, New Hunt's House, Guy's Campus, London, SE1 1UL, UK.
| |
Collapse
|
22
|
Saraswathibhatla A, Rabbi MF, Varma S, Srivastava V, Ilina O, Alyafei NHK, Hodgson L, Gartner Z, Friedl P, West R, Kim T, Chaudhuri O. Swirling motion of breast cancer cells radially aligns collagen fibers to enable collective invasion. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.31.635980. [PMID: 39974994 PMCID: PMC11838510 DOI: 10.1101/2025.01.31.635980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
In breast cancer (BC), radial alignment of collagen fibers at the tumor-matrix interface facilitates collective invasion of cancer cells into the surrounding stromal matrix, a critical step toward metastasis. Collagen remodeling is driven by proteases and cellular forces, mediated by matrix mechanical plasticity, or irreversible matrix deformation in response to force. However, the specific mechanisms causing collagen radial alignment remain unclear. Here, we study collective invasion of BC tumor spheroids in collagen-rich matrices. Increasing plasticity to BC-relevant ranges facilitates invasion, with increasing stiffness potentiating a transition from single cell to collective invasion. At enhanced plasticity, cells radially align collagen at the tumor-matrix interface prior to invasion. Surprisingly, cells migrate tangentially to the tumor-matrix interface in a swirling-like motion, perpendicular to the direction of alignment. Mechanistically, swirling generates local shear stresses, leading to distally propagating contractile radial stresses due to negative normal stress, an underappreciated property of collagen-rich matrices. These contractile stresses align collagen fibers radially, facilitating collective invasion. The basement membrane (BM), which separates epithelia from stroma in healthy tissues, acts as a mechanical insulator by preventing swirling cells from aligning collagen. Thus, after breaching the BM, swirling of BC cells at the tumor-stroma interface radially aligns collagen to facilitate invasion.
Collapse
|
23
|
Isert L, Passi M, Freystetter B, Grab M, Roidl A, Müller C, Mehta A, Sundararaghavan HG, Zahler S, Merkel OM. Cellular EMT-status governs contact guidance in an electrospun TACS-mimicking in vitro model. Mater Today Bio 2025; 30:101401. [PMID: 39759848 PMCID: PMC11699613 DOI: 10.1016/j.mtbio.2024.101401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Revised: 12/02/2024] [Accepted: 12/09/2024] [Indexed: 01/07/2025] Open
Abstract
In this study, an advanced nanofiber breast cancer in vitro model was developed and systematically characterized including physico-chemical, cell-biological and biophysical parameters. Using electrospinning, the architecture of tumor-associated collagen signatures (TACS5 and TACS6) was mimicked. By employing a rotating cylinder or static plate collector set-up, aligned fibers (TACS5-like structures) and randomly orientated fibers (TACS6-like structures) fibers were produced, respectively. The biocompatibility of these fibers was enhanced by collagen coating, ensuring minimal toxicity and improved cell attachment. Various breast cancer cell lines (MCF7, HCC1954, MDA-MB-468, and MDA-MB-231) were cultured on these fibers to assess epithelial-to-mesenchymal transition (EMT) markers, cellular morphology, and migration. Aligned fibers (TACS5) significantly influenced EMT-related changes, promoting cellular alignment, spindle-shaped morphology and a highly migratory phenotype in mesenchymal and hybrid EMT cells (MDA-MB-468, MDA-MB-231). Conversely, epithelial cells (MCF7, HCC1954) showed limited response, but - under growth factor treatment - started to infiltrate the fibrous scaffold and underwent EMT-like changes, particularly on TACS5-mimicks, emphasizing the interplay of topographical cues and EMT induction. The biophysical analysis revealed a clear correlation between cellular EMT status and cell mechanics, with increased EMT correlating to decreased total cellular stiffness. Cancer cell mechanics, however, were found to be dynamic during biochemical and topographical EMT-induction, exceeding initial stiffness by up to 2-fold. These findings highlight the potential of TACS5-like nanofiber scaffolds in modeling the tumor microenvironment and studying cancer cell behavior and mechanics.
Collapse
Affiliation(s)
- Lorenz Isert
- Pharmaceutical Technology and Biopharmaceutics, Department of Pharmacy, Ludwig-Maximilians-University München, Munich, Germany
| | - Mehak Passi
- Pharmaceutical Biology, Department of Pharmacy, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Benedikt Freystetter
- Department of Cardiac Surgery, Ludwig Maximilians University München, Munich, Germany
| | - Maximilian Grab
- Department of Cardiac Surgery, Ludwig Maximilians University München, Munich, Germany
| | - Andreas Roidl
- Pharmaceutical Biotechnology, Department of Pharmacy, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Christoph Müller
- Center of Drug Research, Department of Pharmacy, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Aditi Mehta
- Pharmaceutical Technology and Biopharmaceutics, Department of Pharmacy, Ludwig-Maximilians-University München, Munich, Germany
| | | | - Stefan Zahler
- Pharmaceutical Biology, Department of Pharmacy, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Olivia M. Merkel
- Pharmaceutical Technology and Biopharmaceutics, Department of Pharmacy, Ludwig-Maximilians-University München, Munich, Germany
| |
Collapse
|
24
|
Bull AL, Mosher M, Rodriguez P, Fox S, Hourwitz MJ, Fourkas JT, Losert W. Suppressing collective cell motion with bidirectional guidance cues. Phys Rev E 2025; 111:024409. [PMID: 40103173 DOI: 10.1103/physreve.111.024409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 01/07/2025] [Indexed: 03/20/2025]
Abstract
In natural environments, cells move in the presence of multiple physical and chemical guidance cues. Using a model system for such guided cell migration, Dictyostelium discoideum (Dicty), we investigate how chemical and physical signals compete in guiding the motion of cell groups. In Dicty cells, chemical signals can lead to collective streaming behavior, in which cells follow one another head-to-tail and aggregate into clusters of ∼10^{5} cells. We use experiments and numerical simulations to show that streaming and aggregation can be suppressed by the addition of a physical guidance cue of comparable strength to the chemical signals, parallel nanoridges. The bidirectional character of physical guidance by ridges is a determining factor in the suppression of streaming and aggregation. Thus, combining multiple types of guidance cues is a powerful approach to trigger or explain a broad range of collective cell behaviors.
Collapse
Affiliation(s)
- Abby L Bull
- Institute for Physical Science and Technology, College Park, Maryland 20742, USA
- University of Maryland, College Park, Department of Physics, Maryland 20742, USA
| | - Molly Mosher
- Pomona College, Claremont, California 91711, USA
| | - Paula Rodriguez
- University of Maryland, College Park, Department of Physics, Maryland 20742, USA
| | - Shannon Fox
- University of Maryland, College Park, Department of Physics, Maryland 20742, USA
| | - Matt J Hourwitz
- University of Maryland, College Park, Department of Chemistry and Biochemistry, Maryland 20742, USA
| | - John T Fourkas
- Institute for Physical Science and Technology, College Park, Maryland 20742, USA
- University of Maryland, College Park, Department of Chemistry and Biochemistry, Maryland 20742, USA
| | - Wolfgang Losert
- Institute for Physical Science and Technology, College Park, Maryland 20742, USA
- University of Maryland, College Park, Department of Physics, Maryland 20742, USA
| |
Collapse
|
25
|
Ghannam SF, Rutland CS, Allegrucci C, Mather ML, Alsaleem M, Bateman‐Price TD, Patke R, Ball G, Mongan NP, Rakha E. Geometric characteristics of stromal collagen fibres in breast cancer using differential interference contrast microscopy. J Microsc 2025; 297:135-152. [PMID: 39359124 PMCID: PMC11733853 DOI: 10.1111/jmi.13361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 09/17/2024] [Accepted: 09/18/2024] [Indexed: 10/04/2024]
Abstract
Breast cancer (BC) is characterised by a high level of heterogeneity, which is influenced by the interaction of neoplastic cells with the tumour microenvironment. The diagnostic and prognostic role of the tumour stroma in BC remains to be defined. Differential interference contrast (DIC) microscopy is a label-free imaging technique well suited to visualise weak optical phase objects such as cells and tissue. This study aims to compare stromal collagen fibre characteristics between in situ and invasive breast tumours using DIC microscopy and investigate the prognostic value of collagen parameters in BC. A tissue microarray was generated from 200 cases, comprising ductal carcinoma in situ (DCIS; n = 100) and invasive tumours (n = 100) with an extra 50 (25 invasive BC and 25 DCIS) cases for validation was utilised. Two sections per case were used: one stained with haematoxylin and eosin (H&E) stain for histological review and one unstained for examination using DIC microscopy. Collagen fibre parameters including orientation angle, fibre alignment, fibre density, fibre width, fibre length and fibre straightness were measured. Collagen fibre density was higher in the stroma of invasive BC (161.68 ± 11.2 fibre/µm2) compared to DCIS (p < 0.0001). The collagen fibres were thinner (13.78 ± 1.08 µm), straighter (0.96 ± 0.006, on a scale of 0-1), more disorganised (95.07° ± 11.39°) and less aligned (0.20 ± 0.09, on a 0-1 scale) in the invasive BC compared to DCIS (all p < 0.0001). A model considering these features was developed that could distinguish between DCIS and invasive tumours with 94% accuracy. There were strong correlations between fibre characteristics and clinicopathological parameters in both groups. A statistically significant association between fibre characteristics and patients' outcomes (breast cancer specific survival, and recurrence free survival) was observed in the invasive group but not in DCIS. Although invasive BC and DCIS were both associated with stromal reaction, the structural features of collagen fibres were significantly different in the two disease stages. Analysis of the stroma fibre characteristics in the preoperative core biopsy specimen may help to differentiate pure DCIS from those associated with invasion.
Collapse
Affiliation(s)
- Suzan F. Ghannam
- Academic Unit for Translational Medical SciencesSchool of MedicineUniversity of NottinghamNottinghamUK
- Faculty of MedicineDepartment of Histology and Cell BiologySuez Canal UniversityIsmailiaEgypt
- Nottingham Breast Cancer Research CentreBiodiscovery InstituteUniversity of NottinghamNottinghamUK
| | - Catrin Sian Rutland
- Nottingham Breast Cancer Research CentreBiodiscovery InstituteUniversity of NottinghamNottinghamUK
- School of Veterinary Medicine and ScienceUniversity of NottinghamNottinghamUK
| | - Cinzia Allegrucci
- Nottingham Breast Cancer Research CentreBiodiscovery InstituteUniversity of NottinghamNottinghamUK
- School of Veterinary Medicine and ScienceUniversity of NottinghamNottinghamUK
| | - Melissa L. Mather
- Optics and Photonics Research GroupFaculty of EngineeringUniversity of NottinghamNottinghamUK
| | - Mansour Alsaleem
- Department of Applied Medical ScienceApplied CollegeQassim UniversityQassimSaudi Arabia
| | - Thomas D. Bateman‐Price
- Optics and Photonics Research GroupFaculty of EngineeringUniversity of NottinghamNottinghamUK
| | - Rodhan Patke
- School of Veterinary Medicine and ScienceUniversity of NottinghamNottinghamUK
- Biodiscovery InstituteUniversity of NottinghamUniversity ParkNottinghamUK
| | - Graham Ball
- Medical Technology Research CentreAnglia Ruskin UniversityChelmsfordUK
| | - Nigel P. Mongan
- School of Veterinary Medicine and ScienceUniversity of NottinghamNottinghamUK
- Department of PharmacologyWeill Cornell MedicineNew YorkNew YorkUSA
| | - Emad Rakha
- Academic Unit for Translational Medical SciencesSchool of MedicineUniversity of NottinghamNottinghamUK
- Nottingham Breast Cancer Research CentreBiodiscovery InstituteUniversity of NottinghamNottinghamUK
- Cellular Pathology DepartmentNottingham University Hospitals NHS TrustNottinghamUK
- Pathology DepartmentHamad Medical CorporationDohaQatar
| |
Collapse
|
26
|
Cheung BCH, Chen X, Davis HJ, Nordmann CS, Toth J, Hodgson L, Segall JE, Shenoy VB, Wu M. Identification of CD44 as a key engager to hyaluronic acid-rich extracellular matrices for cell traction force generation and tumor invasion in 3D. Matrix Biol 2025; 135:1-11. [PMID: 39528207 PMCID: PMC11729355 DOI: 10.1016/j.matbio.2024.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 11/07/2024] [Accepted: 11/08/2024] [Indexed: 11/16/2024]
Abstract
Mechanical properties of the extracellular matrix (ECM) critically regulate a number of important cell functions including growth, differentiation and migration. Type I collagen and glycosaminoglycans (GAGs) are two primary components of ECMs that contribute to mammalian tissue mechanics, with the collagen fiber network sustaining tension, and GAGs withstanding compression. The architecture and stiffness of the collagen network are known to be important for cell-ECM mechanical interactions via cell surface adhesion receptor integrin. In contrast, studies of GAGs in modulating cell-ECM interactions are limited. Here, we present experimental studies on the roles of hyaluronic acid (HA) in single tumor cell traction force generation using a recently developed 3D cell traction force microscopy method. Our work reveals that CD44, a cell surface receptor to HA, is engaged in cell traction force generation in conjunction with β1-integrin. We find that HA significantly modifies the architecture and mechanics of the collagen fiber network, decreasing tumor cells' propensity to remodel the collagen network, attenuating traction force generation, transmission distance, and tumor invasion. Our findings point to a novel role for CD44 in traction force generation, which can be a potential therapeutic target for diseases involving HA rich ECMs such as breast cancer and glioblastoma.
Collapse
Affiliation(s)
- Brian C H Cheung
- Department of Biological and Environmental Engineering, Cornell University, Ithaca, NY, USA
| | - Xingyu Chen
- Center for Engineering MechanoBiology, University of Pennsylvania, Philadelphia, PA, USA; Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, PA, USA
| | - Hannah J Davis
- Department of Biological and Environmental Engineering, Cornell University, Ithaca, NY, USA; Department of Biological Sciences, Cornell University, Ithaca, NY, USA
| | - Cassidy S Nordmann
- Department of Biological and Environmental Engineering, Cornell University, Ithaca, NY, USA; Department of Biomedical Engineering, Cornell University, Ithaca, NY, USA
| | - Joshua Toth
- Center for Engineering MechanoBiology, University of Pennsylvania, Philadelphia, PA, USA; Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, PA, USA
| | - Louis Hodgson
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Jeffrey E Segall
- Department of Pathology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Vivek B Shenoy
- Center for Engineering MechanoBiology, University of Pennsylvania, Philadelphia, PA, USA; Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, PA, USA
| | - Mingming Wu
- Department of Biological and Environmental Engineering, Cornell University, Ithaca, NY, USA.
| |
Collapse
|
27
|
Nia HT, Munn LL, Jain RK. Probing the physical hallmarks of cancer. Nat Methods 2025:10.1038/s41592-024-02564-4. [PMID: 39815103 DOI: 10.1038/s41592-024-02564-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 11/11/2024] [Indexed: 01/18/2025]
Abstract
The physical microenvironment plays a crucial role in tumor development, progression, metastasis and treatment. Recently, we proposed four physical hallmarks of cancer, with distinct origins and consequences, to characterize abnormalities in the physical tumor microenvironment: (1) elevated compressive-tensile solid stresses, (2) elevated interstitial fluid pressure and the resulting interstitial fluid flow, (3) altered material properties (for example, increased tissue stiffness) and (4) altered physical micro-architecture. As this emerging field of physical oncology is being advanced by tumor biologists, cell and developmental biologists, engineers, physicists and oncologists, there is a critical need for model systems and measurement tools to mechanistically probe these physical hallmarks. Here, after briefly defining these physical hallmarks, we discuss the tools and model systems available for probing each hallmark in vitro, ex vivo, in vivo and in clinical settings. We finally review the unmet needs for mechanistic probing of the physical hallmarks of tumors and discuss the challenges and unanswered questions associated with each hallmark.
Collapse
Affiliation(s)
- Hadi T Nia
- Department of Biomedical Engineering, Boston University, Boston, MA, USA.
| | - Lance L Munn
- Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
| | - Rakesh K Jain
- Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
| |
Collapse
|
28
|
Roozitalab MR, Prekete N, Allen M, Grose RP, Louise Jones J. The Microenvironment in DCIS and Its Role in Disease Progression. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2025; 1464:211-235. [PMID: 39821028 DOI: 10.1007/978-3-031-70875-6_12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2025]
Abstract
Ductal carcinoma in situ (DCIS) accounts for ~20% of all breast cancer diagnoses but whilst known to be a precursor of invasive breast cancer (IBC), evidence suggests only one in six patients will ever progress. A key challenge is to distinguish between those lesions that will progress and those that will remain indolent. Molecular analyses of neoplastic epithelial cells have not identified consistent differences between lesions that progressed and those that did not, and this has focused attention on the tumour microenvironment (ME).The DCIS ME is unique, complex and dynamic. Myoepithelial cells form the wall of the ductal-lobular tree and exhibit broad tumour suppressor functions. However, in DCIS they acquire phenotypic changes that bestow them with tumour promoter properties, an important evolution since they act as the primary barrier for invasion. Changes in the peri-ductal stromal environment also arise in DCIS, including transformation of fibroblasts into cancer-associated fibroblasts (CAFs). CAFs orchestrate other changes in the stroma, including the physical structure of the extracellular matrix (ECM) through altered protein synthesis, as well as release of a plethora of factors including proteases, cytokines and chemokines that remodel the ECM. CAFs can also modulate the immune ME as well as impact on tumour cell signalling pathways. The heterogeneity of CAFs, including recognition of anti-tumourigenic populations, is becoming evident, as well as heterogeneity of immune cells and the interplay between these and the adipocyte and vascular compartments. Knowledge of the impact of these changes is more advanced in IBC but evidence is starting to accumulate for a role in DCIS. Detailed in vitro, in vivo and tissue studies focusing on the interplay between DCIS epithelial cells and the ME should help to define features that can better predict DCIS behaviour.
Collapse
Affiliation(s)
- Mohammad Reza Roozitalab
- Centre for Tumour Biology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - Niki Prekete
- Centre for Tumour Biology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - Michael Allen
- Centre for Tumour Biology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - Richard P Grose
- Centre for Tumour Biology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - J Louise Jones
- Centre for Tumour Biology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK.
| |
Collapse
|
29
|
Bagchi A, Sarker B, Zhang J, Foston M, Pathak A. Fast yet force-effective mode of supracellular collective cell migration due to extracellular force transmission. PLoS Comput Biol 2025; 21:e1012664. [PMID: 39787053 PMCID: PMC11717197 DOI: 10.1371/journal.pcbi.1012664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 11/21/2024] [Indexed: 01/12/2025] Open
Abstract
Cell collectives, like other motile entities, generate and use forces to move forward. Here, we ask whether environmental configurations alter this proportional force-speed relationship, since aligned extracellular matrix fibers are known to cause directed migration. We show that aligned fibers serve as active conduits for spatial propagation of cellular mechanotransduction through matrix exoskeleton, leading to efficient directed collective cell migration. Epithelial (MCF10A) cell clusters adhered to soft substrates with aligned collagen fibers (AF) migrate faster with much lesser traction forces, compared to random fibers (RF). Fiber alignment causes higher motility waves and transmission of normal stresses deeper into cell monolayer while minimizing shear stresses and increased cell-division based fluidization. By contrast, fiber randomization induces cellular jamming due to breakage in motility waves, disrupted transmission of normal stresses, and heightened shear driven flow. Using a novel motor-clutch model, we explain that such 'force-effective' fast migration phenotype occurs due to rapid stabilization of contractile forces at the migrating front, enabled by higher frictional forces arising from simultaneous compressive loading of parallel fiber-substrate connections. We also model 'haptotaxis' to show that increasing ligand connectivity (but not continuity) increases migration efficiency. According to our model, increased rate of front stabilization via higher resistance to substrate deformation is sufficient to capture 'durotaxis'. Thus, our findings reveal a new paradigm wherein the rate of leading-edge stabilization determines the efficiency of supracellular collective cell migration.
Collapse
Affiliation(s)
- Amrit Bagchi
- Department of Mechanical Engineering & Materials Science, Washington University, St. Louis, Missouri, United States of America
| | - Bapi Sarker
- Department of Mechanical Engineering & Materials Science, Washington University, St. Louis, Missouri, United States of America
| | - Jialiang Zhang
- Department of Energy, Environmental & Chemical Engineering, Washington University, St. Louis, Missouri, United States of America
| | - Marcus Foston
- Department of Energy, Environmental & Chemical Engineering, Washington University, St. Louis, Missouri, United States of America
| | - Amit Pathak
- Department of Mechanical Engineering & Materials Science, Washington University, St. Louis, Missouri, United States of America
| |
Collapse
|
30
|
Hulahan TS, Angel PM. From ductal carcinoma in situ to invasive breast cancer: the prognostic value of the extracellular microenvironment. J Exp Clin Cancer Res 2024; 43:329. [PMID: 39716322 DOI: 10.1186/s13046-024-03236-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 11/19/2024] [Indexed: 12/25/2024] Open
Abstract
Ductal carcinoma in situ (DCIS) is a noninvasive breast disease that variably progresses to invasive breast cancer (IBC). Given the unpredictability of this progression, most DCIS patients are aggressively managed similar to IBC patients. Undoubtedly, this treatment paradigm places many DCIS patients at risk of overtreatment and its significant consequences. Historically, prognostic modeling has included the assessment of clinicopathological features and genomic markers. Although these provide valuable insights into tumor biology, they remain insufficient to predict which DCIS patients will progress to IBC. Contemporary work has begun to focus on the microenvironment surrounding the ductal cells for molecular patterns that might predict progression. In this review, extracellular microenvironment alterations occurring with the malignant transformation from DCIS to IBC are detailed. Not only do changes in collagen abundance, organization, and localization mediate the transition to IBC, but also the discrete post-translational regulation of collagen fibers is understood to promote invasion. Other extracellular matrix proteins, such as matrix metalloproteases, decorin, and tenascin C, have been characterized for their role in invasive transformation and further demonstrate the prognostic value of the extracellular matrix. Importantly, these extracellular matrix proteins influence immune cells and fibroblasts toward pro-tumorigenic phenotypes. Thus, the progressive changes in the extracellular microenvironment play a key role in invasion and provide promise for prognostic development.
Collapse
Affiliation(s)
- Taylor S Hulahan
- Department of Pharmacology and Immunology, Medical University of South Carolina, Charleston, SC, USA
| | - Peggi M Angel
- Department of Pharmacology and Immunology, Medical University of South Carolina, Charleston, SC, USA.
| |
Collapse
|
31
|
Li F, Wei Y, Li L, Chen F, Bao C, Bu H, Zhang Z. Collagen Density Is Associated With Pathological Complete Response to Neoadjuvant Chemotherapy in Triple-Negative Breast Cancer Patients. J Surg Oncol 2024. [PMID: 39699940 DOI: 10.1002/jso.28046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 11/30/2024] [Accepted: 12/07/2024] [Indexed: 12/20/2024]
Abstract
BACKGROUND AND OBJECTIVES The tumor-associated stroma is an essential compartment in breast cancer, and collagen fiber organization in the stroma has been reported to be correlated with prognosis. In this study, we sought to evaluate collagen fiber characteristics in relation to pathological complete response (pCR) after neoadjuvant chemotherapy (NAC) in breast cancer patients. METHODS A total of 388 breast cancer patients receiving NAC were enrolled. The stroma type was manually assessed on pretreatment hematoxylin and eosin (HE)-stained slides, and the collagen fiber features were quantified by a computer tool. The relationship between syndecan-1 expression and collagen fibers and its correlation with treatment efficacy were detected by immunohistochemistry. RESULTS The pCR rate of patients with collagen-dominant stroma was lower than that of patients with lymphocyte-dominant stroma (19.6% vs. 40.0%, p = 0.001). Patients who achieved pCR had straighter and less dense fibers in pretreatment biopsied tissue than non-pCR patients (p = 0.031, p = 0.044). Additionally, the pCR group had greater syndecans-1 expression on the tumor epithelium than the non-pCR group (p < 0.001), while there was no statistically significant difference in the stroma (p = 0.333). Collagen fiber density was the only factor associated with pCR after correction for other clinicopathological variables in triple-negative breast cancer (TNBC) patients (OR 0.466, 95% CI 0.227-0.956, p = 0.037); patients with lower fiber density had a greater pCR rate (37.5% vs. 12.5%, p = 0.021). CONCLUSIONS Collagen fiber density was associated with pCR in patients with breast cancer, and it could be a potential candidate for discriminating between responders and nonresponders for TNBC patients receiving NAC.
Collapse
Affiliation(s)
- Fengling Li
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, China
- Institute of Clinical Pathology, West China Hospital, Sichuan University, Chengdu, China
| | - Yani Wei
- Institute of Clinical Pathology, West China Hospital, Sichuan University, Chengdu, China
- Department of Pathology, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Li Li
- Institute of Clinical Pathology, West China Hospital, Sichuan University, Chengdu, China
| | - Fei Chen
- Institute of Clinical Pathology, West China Hospital, Sichuan University, Chengdu, China
| | - Chunjuan Bao
- Institute of Clinical Pathology, West China Hospital, Sichuan University, Chengdu, China
| | - Hong Bu
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, China
- Institute of Clinical Pathology, West China Hospital, Sichuan University, Chengdu, China
| | - Zhang Zhang
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, China
- Institute of Clinical Pathology, West China Hospital, Sichuan University, Chengdu, China
| |
Collapse
|
32
|
Jiang C, Centonze A, Song Y, Chrisnandy A, Tika E, Rezakhani S, Zahedi Z, Bouvencourt G, Dubois C, Van Keymeulen A, Lütolf M, Sifrim A, Blanpain C. Collagen signaling and matrix stiffness regulate multipotency in glandular epithelial stem cells in mice. Nat Commun 2024; 15:10482. [PMID: 39695111 PMCID: PMC11655882 DOI: 10.1038/s41467-024-54843-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 11/21/2024] [Indexed: 12/20/2024] Open
Abstract
Glandular epithelia, including mammary gland (MG) and prostate, are composed of luminal and basal cells. During embryonic development, glandular epithelia arise from multipotent stem cells (SCs) that are replaced after birth by unipotent basal and unipotent luminal SCs. Different conditions, such as basal cell transplantation, luminal cell ablation, and oncogene expression can reinduce adult basal SC (BaSCs) multipotency in different glandular epithelia. The mechanisms regulating the reactivation of multipotency are incompletely understood. Here, we have found that Collagen I expression is commonly upregulated in BaSCs across the different multipotent conditions. Increasing collagen concentration or stiffness of the extracellular matrix (ECM) promotes BaSC multipotency in MG and prostate organoids. Single cell RNA-seq of MG organoids in stiff conditions have uncovered the importance of β1 integrin/FAK/AP-1 axis in the regulation of BaSC multipotency. Altogether our study uncovers the key role of Collagen signaling and ECM stiffness in the regulation of multipotency in glandular epithelia.
Collapse
Affiliation(s)
- Chen Jiang
- Laboratory of Stem Cells and Cancer, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Alessia Centonze
- Laboratory of Stem Cells and Cancer, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Yura Song
- Laboratory of Stem Cells and Cancer, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Antonius Chrisnandy
- Laboratory of Stem Cell Bioengineering, Institute of Bioengineering, School of Life Sciences (SV) and School of Engineering (STI), Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Elisavet Tika
- Laboratory of Stem Cells and Cancer, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Saba Rezakhani
- Laboratory of Stem Cell Bioengineering, Institute of Bioengineering, School of Life Sciences (SV) and School of Engineering (STI), Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Zahra Zahedi
- Laboratory of Stem Cells and Cancer, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Gaëlle Bouvencourt
- Laboratory of Stem Cells and Cancer, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Christine Dubois
- Laboratory of Stem Cells and Cancer, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | | | - Matthias Lütolf
- Laboratory of Stem Cell Bioengineering, Institute of Bioengineering, School of Life Sciences (SV) and School of Engineering (STI), Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
- Institute of Chemical Sciences and Engineering, School of Basic Science (SB), EPFL, Lausanne, Switzerland
- Institute of Human Biology (IHB), Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | - Alejandro Sifrim
- Laboratory of Multi-Omic Integrative Bioinformatics (LMIB), Department of Human Genetics, University of Leuven, KU Leuven, Leuven, Belgium
| | - Cédric Blanpain
- Laboratory of Stem Cells and Cancer, Université Libre de Bruxelles (ULB), Brussels, Belgium.
- WEL Research Institute, Université Libre de Bruxelles (ULB), Brussels, Belgium.
| |
Collapse
|
33
|
Lo Buglio G, Lo Cicero A, Campora S, Ghersi G. The Multifaced Role of Collagen in Cancer Development and Progression. Int J Mol Sci 2024; 25:13523. [PMID: 39769286 PMCID: PMC11678882 DOI: 10.3390/ijms252413523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Revised: 12/10/2024] [Accepted: 12/13/2024] [Indexed: 01/05/2025] Open
Abstract
Collagen is a crucial protein in the extracellular matrix (ECM) essential for preserving tissue architecture and supporting crucial cellular functions like proliferation and differentiation. There are twenty-eight identified types of collagen, which are further divided into different subgroups. This protein plays a critical role in regulating tissue homeostasis. However, in solid tumors, the balance can be disrupted, due to an abundance of collagen in the tumor microenvironment, which significantly affects tumor growth, cell invasion, and metastasis. It is important to investigate the specific types of collagens in cancer ECM and their distinct roles in tumor progression to comprehend their unique contribution to tumor behavior. The diverse pathophysiological functions of different collagen types in cancers illustrate collagen's dual roles, offering potential therapeutic options and serving as prognostic markers.
Collapse
Affiliation(s)
- Gabriele Lo Buglio
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, 90128 Palermo, Italy; (G.L.B.); (S.C.)
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark
| | - Alessandra Lo Cicero
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, 90128 Palermo, Italy; (G.L.B.); (S.C.)
| | - Simona Campora
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, 90128 Palermo, Italy; (G.L.B.); (S.C.)
| | - Giulio Ghersi
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, 90128 Palermo, Italy; (G.L.B.); (S.C.)
- Abiel srl, 90128 Palermo, Italy
| |
Collapse
|
34
|
Lv K, He T. Cancer-associated fibroblasts: heterogeneity, tumorigenicity and therapeutic targets. MOLECULAR BIOMEDICINE 2024; 5:70. [PMID: 39680287 PMCID: PMC11649616 DOI: 10.1186/s43556-024-00233-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Revised: 11/04/2024] [Accepted: 11/19/2024] [Indexed: 12/17/2024] Open
Abstract
Cancer, characterized by its immune evasion, active metabolism, and heightened proliferation, comprises both stroma and cells. Although the research has always focused on parenchymal cells, the non-parenchymal components must not be overlooked. Targeting cancer parenchymal cells has proven to be a formidable challenge, yielding limited success on a broad scale. The tumor microenvironment(TME), a critical niche for cancer cell survival, presents a novel way for cancer treatment. Cancer-associated fibroblast (CAF), as a main component of TME, is a dynamically evolving, dual-functioning stromal cell. Furthermore, their biological activities span the entire spectrum of tumor development, metastasis, drug resistance, and prognosis. A thorough understanding of CAFs functions and therapeutic advances holds significant clinical implications. In this review, we underscore the heterogeneity of CAFs by elaborating on their origins, types and function. Most importantly, by elucidating the direct or indirect crosstalk between CAFs and immune cells, the extracellular matrix, and cancer cells, we emphasize the tumorigenicity of CAFs in cancer. Finally, we highlight the challenges encountered in the exploration of CAFs and list targeted therapies for CAF, which have implications for clinical treatment.
Collapse
Affiliation(s)
- Keke Lv
- Department of Hepatopanreatobiliary Surgery, Changhai Hospital, 168 Changhai Road, Yangpu District, Shanghai, 200433, China
| | - Tianlin He
- Department of Hepatopanreatobiliary Surgery, Changhai Hospital, 168 Changhai Road, Yangpu District, Shanghai, 200433, China.
| |
Collapse
|
35
|
Zanotelli MR, Miller JP, Wang W, Ortiz I, Tahon E, Bordeleau F, Reinhart-King CA. Tension directs cancer cell migration over fiber alignment through energy minimization. Biomaterials 2024; 311:122682. [PMID: 38959532 DOI: 10.1016/j.biomaterials.2024.122682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 06/06/2024] [Accepted: 06/23/2024] [Indexed: 07/05/2024]
Abstract
Cell migration during many fundamental biological processes including metastasis requires cells to traverse tissue with heterogeneous mechanical cues that direct migration as well as determine force and energy requirements for motility. However, the influence of discrete structural and mechanical cues on migration remains challenging to determine as they are often coupled. Here, we decouple the pro-invasive cues of collagen fiber alignment and tension to study their individual impact on migration. When presented with both cues, cells preferentially travel in the axis of tension against fiber alignment. Computational and experimental data show applying tension perpendicular to alignment increases potential energy stored within collagen fibers, lowering requirements for cell-induced matrix deformation and energy usage during migration compared to motility in the direction of fiber alignment. Energy minimization directs migration trajectory, and tension can facilitate migration against fiber alignment. These findings provide a conceptual understanding of bioenergetics during migration through a fibrous matrix.
Collapse
Affiliation(s)
- Matthew R Zanotelli
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, USA; Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37235, USA
| | - Joseph P Miller
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, USA
| | - Wenjun Wang
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37235, USA
| | - Ismael Ortiz
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37235, USA
| | - Elise Tahon
- CHU de Québec-Université Laval Research Center (Oncology Division), Université Laval Cancer Research Center, Centre de Recherche en Organogénèse Expérimentale de l'Université Laval/LOEX, Québec, G1R 3S3, Canada
| | - Francois Bordeleau
- CHU de Québec-Université Laval Research Center (Oncology Division), Université Laval Cancer Research Center, Centre de Recherche en Organogénèse Expérimentale de l'Université Laval/LOEX, Québec, G1R 3S3, Canada; Département de Biologie Moléculaire, de Biochimie Médicale et de Pathologie, Université Laval, Québec, Canada, G1V 0A6.
| | | |
Collapse
|
36
|
Li Z, Kang D, Xu S, Xi G, Li L, Zheng L, Guo W, Fu F, Wang C, Ma J, Han X, Xu S, Chen J, Chen J. Collagen signature adds prognostically significant information to staging for breast cancer. ESMO Open 2024; 9:103990. [PMID: 39577107 PMCID: PMC11616558 DOI: 10.1016/j.esmoop.2024.103990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Revised: 10/17/2024] [Accepted: 10/21/2024] [Indexed: 11/24/2024] Open
Abstract
BACKGROUND Tumor-associated collagen signature (TACS) is an independent prognostic factor for breast cancer. However, it is unclear whether the complete collagen signature, including TACS, the TACS-based collagen microscopic features (TCMF1), and the TACS-based nuclear features (TCMF2), can provide additional prognostic information for the current tumor-node-metastasis (TNM) staging system. PATIENTS AND METHODS We included 941 patients with breast cancer from three cohorts: the training (n = 355), internal (n = 334), and external validation cohorts (n = 252). TACS and TCMF1 were obtained by multiphoton microscopy (MPM). TCMF2 was extracted on the hematoxylin and eosin images colocated with MPM images. They were linearly combined to establish a complete collagen signature score for reclassifying current TNM staging into stage Ⅰ (II and Ⅲ)/low risk and stage Ⅰ (II and Ⅲ)/high risk. RESULTS The low-risk collagen signatures 'downstaged' patients in stage II or Ⅲ, while the high-risk collagen signatures 'upstaged' patients with stage Ⅰ tumors. After incorporating the complete collagen signature into the current TNM staging system, the modified staging system had a higher ability to stratify patients [referent, Ⅰ-new; Ⅱ-new, hazard ratio (HR) 8.655, 6.136, and 4.699 in the training, internal validation, and external validation cohorts, respectively; Ⅲ-new, HR 14.855, 11.201, and 13.245 in the corresponding three cohorts, respectively] than the current TNM staging system (referent, Ⅰ; Ⅱ, HR 1.642, 1.853, and 1.371 in the corresponding three cohorts, respectively; Ⅲ, HR 4.131, 4.283, and 3.711 in the corresponding three cohorts, respectively). Furthermore, the modified staging system showed a higher area under the curve than the current TNM staging system (training cohort: 0.843 versus 0.683; internal validation cohort: 0.792 versus 0.661; and external validation cohort: 0.793 versus 0.646). CONCLUSIONS The complete collagen signature is an independent predictor of survival outcomes in breast cancer. It adds significant information about the biological behavior of the disease to staging for breast cancer.
Collapse
Affiliation(s)
- Z Li
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, China
| | - D Kang
- Department of Pathology, Fujian Medical University Union Hospital, Fuzhou, China
| | - S Xu
- Bio-totem Pte Ltd, Foshan, China
| | - G Xi
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, China
| | - L Li
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, China
| | - L Zheng
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, China
| | - W Guo
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, China
| | - F Fu
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, China
| | - C Wang
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, China
| | - J Ma
- Department of Radiation Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - X Han
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, China
| | - S Xu
- School of Electronic and Mechanical Engineering, Fujian Polytechnic Normal University, Fuqing, Fujian, China
| | - J Chen
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, China; College of Life Science, Fujian Normal University, Fuzhou, China.
| | - J Chen
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, China.
| |
Collapse
|
37
|
Wenta T, Nastaly P, Lipinska B, Manninen A. Remodeling of the extracellular matrix by serine proteases as a prerequisite for cancer initiation and progression. Matrix Biol 2024; 134:197-219. [PMID: 39500383 DOI: 10.1016/j.matbio.2024.10.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 10/16/2024] [Accepted: 10/31/2024] [Indexed: 11/25/2024]
Abstract
The extracellular matrix (ECM) serves as a physical scaffold for tissues that is composed of structural proteins such as laminins, collagens, proteoglycans and fibronectin, forming a three dimensional network, and a wide variety of other matrix proteins with ECM-remodeling and signaling functions. The activity of ECM-associated signaling proteins is tightly regulated. Thus, the ECM serves as a reservoir for water and growth regulatory signals. The ECM architecture is dynamically modulated by multiple serine proteases that process both structural and signaling proteins to regulate physiological processes such as organogenesis and tissue homeostasis but they also contribute to pathological events, especially cancer progression. Here, we review the current literature regarding the role of ECM remodeling by serine proteases (KLKs, uPA, furin, HtrAs, granzymes, matriptase, hepsin) in tumorigenesis.
Collapse
Affiliation(s)
- Tomasz Wenta
- Department of General and Medical Biochemistry, Faculty of Biology, University of Gdansk, Poland.
| | - Paulina Nastaly
- Laboratory of Translational Oncology, Intercollegiate Faculty of Biotechnology, University of Gdansk and Medical University of Gdansk, Gdansk, Poland
| | - Barbara Lipinska
- Department of General and Medical Biochemistry, Faculty of Biology, University of Gdansk, Poland
| | - Aki Manninen
- Disease Networks Research Unit, Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, Oulu, Finland.
| |
Collapse
|
38
|
Vargas Garcia AP, Reis LA, Ribeiro BRM, Nunes CB, de Paula AM, Cassali GD. Comparative evaluation of collagen modifications in breast cancer in human and canine carcinomas. Sci Rep 2024; 14:28846. [PMID: 39572729 PMCID: PMC11582713 DOI: 10.1038/s41598-024-79854-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 11/12/2024] [Indexed: 11/24/2024] Open
Abstract
New diagnostic and therapeutic approaches have been increasingly demanded due to the high morbidity and mortality associated with breast cancer. Recently, changes in the collagen fibres in mammary neoplasms have been shown to provide information that can be helpful for more accurate diagnosis. We aimed to conduct a comparative analysis of the tumour stroma in human and canine mammary neoplasms to assess the relationship between collagen modifications and the behaviour of carcinomas in both species, by multiphoton microscopy. We present a retrospective study of 70 cases of human mammary tumour and 74 cases of canine mammary tumour. We analysed sections stained with haematoxylin and eosin from 1,200 representative areas of normal mammary tissue, fibroadenoma, grade I invasive carcinoma, grade III invasive carcinoma and invasive micropapillary carcinoma in human species and 1,304 representative areas of normal mammary tissue, benign mixed tumour, mixed carcinoma, carcinosarcoma, invasive micropapillary carcinoma and solid carcinoma in canine species. We obtained that both human and canine mammary carcinomas present lower density of collagen fibres, higher density of cells and the collagen fibres are more aligned than in normal tissue. For human mammary carcinomas, the collagen fibres are more linear as compared to normal tissue. In addition, we demonstrated that the carcinomas with unfavourable prognosis present shorter collagen fibres, and these collagen changes correlate with the clinical and pathological data in human and canine species. For dogs, there is a correlation between the mean fibre length with the specific survival times. Thus, we demonstrate that dogs provide an excellent comparative perspective for studying how changes in the tumour stroma affect patient survival.
Collapse
Affiliation(s)
- Ana Paula Vargas Garcia
- Department of General Pathology, Institute of Biological Sciences, Federal University of Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, 31270-901, MG, Brazil
| | - Luana Aparecida Reis
- Department of Physics, Institute of Exact Sciences, Federal University of Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, 31270-901, MG, Brazil
| | - Bárbara Regina Melo Ribeiro
- Department of Physics, Institute of Exact Sciences, Federal University of Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, 31270-901, MG, Brazil
| | - Cristiana Buzelin Nunes
- Department of Anatomic Pathology, Faculty of Medicine, Federal University of Minas Gerais, Av. Prof. Alfredo Balena, 190, Santa Efigênia, Belo Horizonte, 30130-100, MG, Brazil
| | - Ana Maria de Paula
- Department of Physics, Institute of Exact Sciences, Federal University of Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, 31270-901, MG, Brazil.
- Institute of Physics "Gleb Wataghin", University of Campinas, Campinas, SP, Brazil.
| | - Geovanni Dantas Cassali
- Department of General Pathology, Institute of Biological Sciences, Federal University of Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, 31270-901, MG, Brazil
| |
Collapse
|
39
|
Singh P, Jay DG. The Role of eHsp90 in Extracellular Matrix Remodeling, Tumor Invasiveness, and Metastasis. Cancers (Basel) 2024; 16:3873. [PMID: 39594828 PMCID: PMC11592750 DOI: 10.3390/cancers16223873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Revised: 11/01/2024] [Accepted: 11/01/2024] [Indexed: 11/28/2024] Open
Abstract
Identifying proteins that act in tumor invasiveness and metastasis remains a critical unmet need in our search for effective cancer therapy. Hsp90, an abundant intracellular chaperone protein, plays a key role in maintaining cell homeostasis, and its elevated activity is pivotal in cancer progression. Due to the reliance of cancer cells on Hsp90's chaperone function to sustain tumor growth and spread, Hsp90 inhibitors have been the subject of numerous clinical trials over the past two decades. However, these efforts have largely been unsuccessful, primarily due to the cellular toxicity caused by pan-Hsp90 inhibitors at doses required for anticancer efficacy. Therefore, novel approaches to target Hsp90 are necessary. An identified subpopulation of Hsp90 located outside cells (eHsp90) may offer a promising alternative as a therapeutic target against cancer. Studies including our own have shown that eHsp90 is released specifically by cancer cells, and eHsp90 has unique interactors and functions extracellularly to promote tumor invasiveness, the initial step in metastasis. Inhibition of eHsp90 has been shown to suppress metastasis in animal models, indicating its therapeutic potential, although the underlying mechanisms remain incompletely understood. Cancer cells modulate the tumor microenvironment (TME) during the invasion, especially the ECM proteins and the state of the ECM is a strong predictor of invasive and metastatic cancer. Given that most of the known eHsp90 clients are ECM proteins or are proteins involved in ECM modulation, ECM remodelling could be the key mechanism through which eHsp90 enhances invasiveness. This review will focus on ECM modulation by eHsp90 as a driver of cancer invasion and metastasis. We will also discuss the potency of inhibiting eHsp90 in inhibiting invasion and metastatic spread in preclinical models and the using circulating Hsp90 patient samples as a biomarker of cancer invasion and metastasis.
Collapse
Affiliation(s)
- Pragya Singh
- Graduate School of Biomedical Sciences, Department of Developmental, Molecular and Chemical Biology, Tufts University School of Medicine, Boston, MA 02111, USA
| | - Daniel G. Jay
- Graduate School of Biomedical Sciences, Department of Developmental, Molecular and Chemical Biology, Tufts University School of Medicine, Boston, MA 02111, USA
| |
Collapse
|
40
|
Sacco JL, Vaneman ZT, Self A, Sumner E, Kibinda S, Sankhe CS, Gomez EW. Chemomechanical regulation of EZH2 localization controls epithelial-mesenchymal transition. J Cell Sci 2024; 137:jcs262190. [PMID: 39450433 DOI: 10.1242/jcs.262190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 10/15/2024] [Indexed: 10/26/2024] Open
Abstract
The methyltransferase enhancer of zeste homolog 2 (EZH2) regulates gene expression, and aberrant EZH2 expression and signaling can drive fibrosis and cancer. However, it is not clear how chemical and mechanical signals are integrated to regulate EZH2 and gene expression. We show that culture of cells on stiff matrices in concert with transforming growth factor (TGF)-β1 promotes nuclear localization of EZH2 and an increase in the levels of the corresponding histone modification, H3K27me3, thereby regulating gene expression. EZH2 activity and expression are required for TGFβ1- and stiffness-induced increases in H3K27me3 levels as well as for morphological and gene expression changes associated with epithelial-mesenchymal transition (EMT). Inhibition of Rho associated kinase (ROCK) proteins or myosin II signaling attenuates TGFβ1-induced nuclear localization of EZH2 and decreases H3K27me3 levels in cells cultured on stiff substrata, suggesting that cellular contractility, in concert with a major cancer signaling regulator TGFβ1, modulates EZH2 subcellular localization. These findings provide a contractility-dependent mechanism by which matrix stiffness and TGFβ1 together mediate EZH2 signaling to promote EMT.
Collapse
Affiliation(s)
- Jessica L Sacco
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA 16802, USA
| | - Zachary T Vaneman
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA 16802, USA
| | - Ava Self
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA 16802, USA
| | - Elix Sumner
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA 16802, USA
| | - Stella Kibinda
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA 16802, USA
| | - Chinmay S Sankhe
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA 16802, USA
| | - Esther W Gomez
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA 16802, USA
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA 16802, USA
| |
Collapse
|
41
|
Fan Y, Chiu A, Zhao F, George JT. Understanding the interplay between extracellular matrix topology and tumor-immune interactions: Challenges and opportunities. Oncotarget 2024; 15:768-781. [PMID: 39513932 PMCID: PMC11546212 DOI: 10.18632/oncotarget.28666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Accepted: 10/11/2024] [Indexed: 11/16/2024] Open
Abstract
Modern cancer management comprises a variety of treatment strategies. Immunotherapy, while successful at treating many cancer subtypes, is often hindered by tumor immune evasion and T cell exhaustion as a result of an immunosuppressive tumor microenvironment (TME). In solid malignancies, the extracellular matrix (ECM) embedded within the TME plays a central role in T cell recognition and cancer growth by providing structural support and regulating cell behavior. Relative to healthy tissues, tumor associated ECM signatures include increased fiber density and alignment. These and other differentiating features contributed to variation in clinically observed tumor-specific ECM configurations, collectively referred to as Tumor-Associated Collagen Signatures (TACS) 1-3. TACS is associated with disease progression and immune evasion. This review explores our current understanding of how ECM geometry influences the behaviors of both immune cells and tumor cells, which in turn impacts treatment efficacy and cancer evolutionary progression. We discuss the effects of ECM remodeling on cancer cells and T cell behavior and review recent in silico models of cancer-immune interactions.
Collapse
Affiliation(s)
- Yijia Fan
- Department of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA
- Translational Medical Sciences, Texas A&M University Health Science Center, Houston, TX 77030, USA
| | - Alvis Chiu
- Department of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Feng Zhao
- Department of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Jason T. George
- Department of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA
- Translational Medical Sciences, Texas A&M University Health Science Center, Houston, TX 77030, USA
- Center for Theoretical Biological Physics, Rice University, Houston, TX 77005, USA
- Department of Hematopoietic Biology and Malignancy, MD Anderson Cancer Center, Houston, TX 77030, USA
| |
Collapse
|
42
|
Zhang Y, Rao Y, Lu J, Wang J, Ker DFE, Zhou J, Wang DM. The influence of biophysical niche on tumor-associated macrophages in liver cancer. Hepatol Commun 2024; 8:e0569. [PMID: 39470328 PMCID: PMC11524744 DOI: 10.1097/hc9.0000000000000569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 08/30/2024] [Indexed: 10/30/2024] Open
Abstract
HCC, the most common type of primary liver cancer, is a leading cause of cancer-related mortality worldwide. Although the advancement of immunotherapies by immune checkpoint inhibitors (ICIs) that target programmed cell death 1 or programmed cell death 1-ligand 1 has revolutionized the treatment for HCC, the majority is still not beneficial. Accumulating evidence has pointed out that the potent immunosuppressive tumor microenvironment in HCC poses a great challenge to ICI therapeutic efficacy. As a key component in tumor microenvironment, tumor-associated macrophages (TAMs) play vital roles in HCC development, progression, and ICI low responsiveness. Mechanistically, TAM can promote cancer invasion and metastasis, angiogenesis, epithelial-mesenchymal transition, maintenance of stemness, and most importantly, immunosuppression. Targeting TAMs, therefore, represents an opportunity to enhance the ICI therapeutic efficacy in patients with HCC. While previous research has primarily focused on biochemical cues influencing macrophages, emerging evidence highlights the critical role of biophysical signals, such as substrate stiffness, topography, and external forces. In this review, we summarize the influence of biophysical characteristics within the tumor microenvironment that regulate the phenotype and function of TAMs in HCC pathogenesis and progression. We also explore the possible mechanisms and discuss the potential of manipulating biophysical cues in regulating TAM for HCC therapy. By gaining a deeper understanding of how macrophages sense and respond to mechanical forces, we may potentially usher in a path toward a curative approach for combinatory cancer immunotherapies.
Collapse
Affiliation(s)
- Ying Zhang
- School of Biomedical Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong, SAR, China
- Institute of Tissue Engineering and Regenerative Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong, SAR, China
- Institute of Precision Medicine, Jining Medical University, Jining, China
| | - Ying Rao
- School of Biomedical Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong, SAR, China
- Institute of Tissue Engineering and Regenerative Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong, SAR, China
| | - Jiahuan Lu
- School of Biomedical Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong, SAR, China
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Sha Tin, Hong Kong, SAR, China
| | - Jiyu Wang
- School of Biomedical Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong, SAR, China
- Institute of Tissue Engineering and Regenerative Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong, SAR, China
| | - Dai Fei Elmer Ker
- Center for Neuromusculoskeletal Restorative Medicine, Hong Kong Science Park, Sha Tin, Hong Kong, SAR, China
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, SAR, China
| | - Jingying Zhou
- School of Biomedical Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong, SAR, China
| | - Dan Michelle Wang
- School of Biomedical Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong, SAR, China
- Institute of Tissue Engineering and Regenerative Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong, SAR, China
- Center for Neuromusculoskeletal Restorative Medicine, Hong Kong Science Park, Sha Tin, Hong Kong, SAR, China
- Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Sha Tin, Hong Kong, SAR, China
| |
Collapse
|
43
|
Liu Z, Hu S, Zhao X, Xu W, Ju F, Gu M, Weng J, Du Y. AKAP12 positive fibroblast determines immunosuppressive contexture and immunotherapy response in patients with TNBC by promoting macrophage M2 polarization. J Immunother Cancer 2024; 12:e009877. [PMID: 39448199 PMCID: PMC11499773 DOI: 10.1136/jitc-2024-009877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/03/2024] [Indexed: 10/26/2024] Open
Abstract
BACKGROUND Triple-negative breast cancer (TNBC) is a molecular subtype of breast cancer with high aggressiveness and poor prognosis. Cancer-associated fibroblasts (CAFs) are major components of the TNBC microenvironment and play an important role in tumor progression and treatment responses. Our goal is to identify specific CAFs subpopulations contributing to TNBC development. METHODS Multiomics analyses were applied to identify the CAFs-specific genes related to immunotherapy response. The clinical significance of a CAFs subset with A-kinase anchoring protein 12 (AKAP12) positive was explored in 80 patients with TNBC through double-labeling immunofluorescence assay. Cytometry by time-of-flight and RNA sequencing were performed to elucidate the immune landscape of TNBC microenvironment and functional mechanism of AKAP12+ CAFs. RESULTS Multiomics analyses identified an AKAP12+ CAFs subset associated with the immunotherapy response of TNBC, and a high population of these cells is correlated with poor prognosis in patients with TNBC. Intratumoral AKAP12+ CAFs promote formation of an immunosuppressive tumor microenvironment by spatially mediating macrophage M2 polarization via interleukin-34 (IL-34)/macrophage-colony stimulating factor receptor (CSF1R) signaling in TNBC. Single-cell RNA sequencing analyses revealed that AKAP12+ fibroblasts interact with macrophages through the PI3K/AKT/IL-34 axis. In addition, pharmacological blockade of the IL-34/CSF1R signaling enhances the efficacy of anti-programmed cell death protein-1 antibody in TNBC rodent models. CONCLUSIONS AKAP12 is mainly expressed in fibroblasts in TNBC. AKAP12+ CAFs population is negatively associated with the prognosis of patients with TNBC. AKAP12+ CAFs shape the immunosuppressive TNBC microenvironment by releasing IL-34 to promote macrophage M2 polarization. Targeting IL-34 may boost the immunotherapeutic efficacy for TNBC.
Collapse
Affiliation(s)
- Zhenkun Liu
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Siyuan Hu
- Department of General Surgery, Zhongshan Hospital Fudan University, Shanghai, Shanghai, China
| | - Xinlei Zhao
- Institute for Pathology, University Hospital of Cologne, Cologne, Germany
| | - Wenxin Xu
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai, China
| | - Feng Ju
- Department of General, Visceral, Tumor and Transplantation Surgery, University Hospital of Cologne, Cologne, Germany
| | - Meiying Gu
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Jialei Weng
- Department of Surgical Oncology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Yabing Du
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| |
Collapse
|
44
|
Stewart DC, Brisson BK, Dekky B, Berger AC, Yen W, Mauldin EA, Loebel C, Gillette D, Assenmacher CA, Quincey C, Stefanovski D, Cristofanilli M, Cukierman E, Burdick JA, Borges VF, Volk SW. Prognostic and therapeutic implications of tumor-restrictive type III collagen in the breast cancer microenvironment. NPJ Breast Cancer 2024; 10:86. [PMID: 39358397 PMCID: PMC11447064 DOI: 10.1038/s41523-024-00690-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Accepted: 09/03/2024] [Indexed: 10/04/2024] Open
Abstract
Collagen plays a critical role in regulating breast cancer progression and therapeutic resistance. An improved understanding of both the features and drivers of tumor-permissive and -restrictive collagen matrices are critical to improve prognostication and develop more effective therapeutic strategies. In this study, using a combination of in vitro, in vivo and bioinformatic experiments, we show that type III collagen (Col3) plays a tumor-restrictive role in human breast cancer. We demonstrate that Col3-deficient, human fibroblasts produce tumor-permissive collagen matrices that drive cell proliferation and suppress apoptosis in non-invasive and invasive breast cancer cell lines. In human triple-negative breast cancer biopsy samples, we demonstrate elevated deposition of Col3 relative to type I collagen (Col1) in non-invasive compared to invasive regions. Similarly, bioinformatics analysis of over 1000 breast cancer patient biopsies from The Cancer Genome Atlas BRCA cohort revealed that patients with higher Col3:Col1 bulk tumor expression had improved overall, disease-free, and progression-free survival relative to those with higher Col1:Col3 expression. Using an established 3D culture model, we show that Col3 increases spheroid formation and induces the formation of lumen-like structures that resemble non-neoplastic mammary acini. Finally, our in vivo study shows co-injection of murine breast cancer cells (4T1) with rhCol3-supplemented hydrogels limits tumor growth and decreases pulmonary metastatic burden compared to controls. Taken together, these data collectively support a tumor-suppressive role for Col3 in human breast cancer and suggest that strategies that increase Col3 may provide a safe and effective therapeutic modality to limit recurrence in breast cancer patients.
Collapse
Affiliation(s)
- Daniel C Stewart
- Department of Clinical Sciences and Advanced Medicine, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Becky K Brisson
- Department of Clinical Sciences and Advanced Medicine, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Bassil Dekky
- Department of Clinical Sciences and Advanced Medicine, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ashton C Berger
- Department of Clinical Sciences and Advanced Medicine, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - William Yen
- Department of Clinical Sciences and Advanced Medicine, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Elizabeth A Mauldin
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Claudia Loebel
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, USA
- Department of Materials Science & Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Deborah Gillette
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Charles-Antoine Assenmacher
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Corisa Quincey
- Department of Clinical Sciences and Advanced Medicine, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Darko Stefanovski
- Department of Clinical Studies-New Bolton Center, School of Veterinary Medicine, University of Pennsylvania, Kennett Square, PA, USA
| | - Massimo Cristofanilli
- Department of Medicine, Division of Hematology-Oncology, Weill Cornell Medicine, New York, NY, USA
| | - Edna Cukierman
- Cancer Signaling and Microenvironment Program, The Martin and Concetta Greenberg Pancreatic Cancer Institute, Fox Chase Cancer Center, Temple University Lewis Katz School of Medicine, Philadelphia, PA, USA
| | - Jason A Burdick
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, USA
- BioFrontiers Institute and Department of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, CO, USA
| | - Virginia F Borges
- Department of Medicine, Division of Medical Oncology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- University of Colorado Cancer Center, Aurora, CO, USA
- Young Women's Breast Cancer Translational Program, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Susan W Volk
- Department of Clinical Sciences and Advanced Medicine, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, USA.
| |
Collapse
|
45
|
Bareham B, Dibble M, Parsons M. Defining and modeling dynamic spatial heterogeneity within tumor microenvironments. Curr Opin Cell Biol 2024; 90:102422. [PMID: 39216233 PMCID: PMC11846781 DOI: 10.1016/j.ceb.2024.102422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 08/05/2024] [Accepted: 08/07/2024] [Indexed: 09/04/2024]
Abstract
Many solid tumors exhibit significant genetic, cellular, and biophysical heterogeneity which dynamically evolves during disease progression and after treatment. This constant flux in cell composition, phenotype, spatial relationships, and tissue properties poses significant challenges in accurately diagnosing and treating patients. Much of the complexity lies in unraveling the molecular changes in different tumor compartments, how they influence one another in space and time and where vulnerabilities exist that might be appropriate to target therapeutically. Recent advances in spatial profiling tools and technologies are enabling new insight into the underlying biology of complex tumors, creating a greater understanding of the intricate relationship between cell types, states, and the microenvironment. Here we reflect on some recent discoveries in this area, where the key knowledge and technology gaps lie, and the advancements in spatial measurements and in vitro models for the study of spatial intratumoral heterogeneity.
Collapse
Affiliation(s)
- Bethany Bareham
- Randall Centre for Cell and Molecular Biophysics, King's College London, New Hunt's House, Guy's Campus, London, SE1 1UL, UK
| | - Matthew Dibble
- Randall Centre for Cell and Molecular Biophysics, King's College London, New Hunt's House, Guy's Campus, London, SE1 1UL, UK
| | - Maddy Parsons
- Randall Centre for Cell and Molecular Biophysics, King's College London, New Hunt's House, Guy's Campus, London, SE1 1UL, UK.
| |
Collapse
|
46
|
Karancsi Z, Hagenaars SC, Németh K, Mesker WE, Tőkés AM, Kulka J. Tumour-stroma ratio (TSR) in breast cancer: comparison of scoring core biopsies versus resection specimens. Virchows Arch 2024; 485:703-716. [PMID: 37198327 PMCID: PMC11522047 DOI: 10.1007/s00428-023-03555-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 03/29/2023] [Accepted: 04/27/2023] [Indexed: 05/19/2023]
Abstract
PURPOSE Tumour-stroma ratio (TSR) is an important prognostic and predictive factor in several tumour types. The aim of this study is to determine whether TSR evaluated in breast cancer core biopsies is representative of the whole tumour. METHOD Different TSR scoring methods, their reproducibility, and the association of TSR with clinicopathological characteristics were investigated in 178 breast carcinoma core biopsies and corresponding resection specimens. TSR was assessed by two trained scientists on the most representative H&E-stained digitised slides. Patients were treated primarily with surgery between 2010 and 2021 at Semmelweis University, Budapest. RESULTS Ninety-one percent of the tumours were hormone receptor (HR)-positive (luminal-like). Interobserver agreement was highest using 100 × magnification (κcore = 0.906, κresection specimen = 0.882). The agreement between TSR of core biopsies and resection specimens of the same patients was moderate (κ = 0.514). Differences between the two types of samples were most frequent in cases with TSR scores close to the 50% cut-off point. TSR was strongly correlated with age at diagnosis, pT category, histological type, histological grade, and surrogate molecular subtype. A tendency was identified for more recurrences among stroma-high (SH) tumours (p = 0.07). Significant correlation was detected between the TSR and tumour recurrence in grade 1 HR-positive breast cancer cases (p = 0.03). CONCLUSIONS TSR is easy to determine and reproducible on both core biopsies and in resection specimens and is associated with several clinicopathological characteristics of breast cancer. TSR scored on core biopsies is moderately representative for the whole tumour.
Collapse
Affiliation(s)
- Zsófia Karancsi
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Üllői út 93, 1091, Budapest, Hungary.
| | - Sophie C Hagenaars
- Department of Surgery, Leiden University Medical Centre, Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
| | - Kristóf Németh
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Üllői út 93, 1091, Budapest, Hungary
| | - Wilma E Mesker
- Department of Surgery, Leiden University Medical Centre, Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
| | - Anna Mária Tőkés
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Üllői út 93, 1091, Budapest, Hungary
| | - Janina Kulka
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Üllői út 93, 1091, Budapest, Hungary
| |
Collapse
|
47
|
Marzban S, Srivastava S, Kartika S, Bravo R, Safriel R, Zarski A, Anderson ARA, Chung CH, Amelio AL, West J. Spatial interactions modulate tumor growth and immune infiltration. NPJ Syst Biol Appl 2024; 10:106. [PMID: 39349537 PMCID: PMC11442770 DOI: 10.1038/s41540-024-00438-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Accepted: 09/10/2024] [Indexed: 10/02/2024] Open
Abstract
Direct observation of tumor-immune interactions is unlikely in tumors with currently available technology, but computational simulations based on clinical data can provide insight to test hypotheses. It is hypothesized that patterns of collagen evolve as a mechanism of immune escape, but the exact nature of immune-collagen interactions is poorly understood. Spatial data quantifying collagen fiber alignment in squamous cell carcinomas indicates that late-stage disease is associated with highly aligned fibers. Our computational modeling framework discriminates between two hypotheses: immune cell migration that moves (1) parallel or (2) perpendicular to collagen fiber orientation. The modeling recapitulates immune-extracellular matrix interactions where collagen patterns provide immune protection, leading to an emergent inverse relationship between disease stage and immune coverage. Here, computational modeling provides important mechanistic insights by defining a kernel cell-cell interaction function that considers a spectrum of local (cell-scale) to global (tumor-scale) spatial interactions. Short-range interaction kernels provide a mechanism for tumor cell survival under conditions with strong Allee effects, while asymmetric tumor-immune interaction kernels lead to poor immune response. Thus, the length scale of tumor-immune interaction kernels drives tumor growth and infiltration.
Collapse
Affiliation(s)
- Sadegh Marzban
- Integrated Mathematical Oncology Department, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Sonal Srivastava
- Department of Tumor Microenvironment and Metastasis, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Sharon Kartika
- Department of Biological Sciences, Indian Institute of Science Education and Research Kolkata, Kolkata, India
| | - Rafael Bravo
- Integrated Mathematical Oncology Department, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Rachel Safriel
- High School Internship Program, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Aidan Zarski
- High School Internship Program, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Alexander R A Anderson
- Integrated Mathematical Oncology Department, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Christine H Chung
- Department of Head and Neck-Endocrine Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Antonio L Amelio
- Department of Tumor Microenvironment and Metastasis, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
- Department of Head and Neck-Endocrine Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Jeffrey West
- Integrated Mathematical Oncology Department, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA.
| |
Collapse
|
48
|
Adar RM, Joanny JF. Environment-Stored Memory in Active Nematics and Extra-Cellular Matrix Remodeling. PHYSICAL REVIEW LETTERS 2024; 133:118402. [PMID: 39331992 DOI: 10.1103/physrevlett.133.118402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Accepted: 08/12/2024] [Indexed: 09/29/2024]
Abstract
Many active systems display nematic order, while interacting with their environment. In this Letter, we show theoretically how environment-stored memory acts an effective external field that aligns active nematics. The coupling to the environment leads to substantial modifications of the known phase diagram and dynamics of active nematics, including nematic order at arbitrarily low densities and arrested domain coarsening. We are motivated mainly by cells that remodel fibers in their extra-cellular matrix (ECM), while being directed by the fibers during migration. Our predictions indicate that remodeling promotes cellular and ECM alignment, and possibly limits the range of ordered ECM domains, in accordance with recent experiments.
Collapse
Affiliation(s)
| | - Jean-François Joanny
- Collège de France, 11 Place Marcelin Berthelot, 75005 Paris, France
- Laboratoire Physico-Chimie Curie, Institut Curie, Centre de Recherche, Paris Sciences et Lettres Research University, Centre National de la Recherche Scientifique, 75005 Paris, France
- Université Pierre et Marie Curie, Sorbonne Universités, 75248 Paris, France
| |
Collapse
|
49
|
Adi W, Rubio Perez BE, Liu Y, Runkle S, Eliceiri KW, Yesilkoy F. Machine learning-assisted mid-infrared spectrochemical fibrillar collagen imaging in clinical tissues. JOURNAL OF BIOMEDICAL OPTICS 2024; 29:093511. [PMID: 39364328 PMCID: PMC11448345 DOI: 10.1117/1.jbo.29.9.093511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 09/04/2024] [Accepted: 09/05/2024] [Indexed: 10/05/2024]
Abstract
Significance Label-free multimodal imaging methods that can provide complementary structural and chemical information from the same sample are critical for comprehensive tissue analyses. These methods are specifically needed to study the complex tumor-microenvironment where fibrillar collagen's architectural changes are associated with cancer progression. To address this need, we present a multimodal computational imaging method where mid-infrared spectral imaging (MIRSI) is employed with second harmonic generation (SHG) microscopy to identify fibrillar collagen in biological tissues. Aim To demonstrate a multimodal approach where a morphology-specific contrast mechanism guides an MIRSI method to detect fibrillar collagen based on its chemical signatures. Approach We trained a supervised machine learning (ML) model using SHG images as ground truth collagen labels to classify fibrillar collagen in biological tissues based on their mid-infrared hyperspectral images. Five human pancreatic tissue samples (sizes are in the order of millimeters) were imaged by both MIRSI and SHG microscopes. In total, 2.8 million MIRSI spectra were used to train a random forest (RF) model. The other 68 million spectra were used to validate the collagen images generated by the RF-MIRSI model in terms of collagen segmentation, orientation, and alignment. Results Compared with the SHG ground truth, the generated RF-MIRSI collagen images achieved a high average boundary F -score (0.8 at 4-pixel thresholds) in the collagen distribution, high correlation (Pearson's R 0.82) in the collagen orientation, and similarly high correlation (Pearson's R 0.66) in the collagen alignment. Conclusions We showed the potential of ML-aided label-free mid-infrared hyperspectral imaging for collagen fiber and tumor microenvironment analysis in tumor pathology samples.
Collapse
Affiliation(s)
- Wihan Adi
- University of Wisconsin-Madison, Department of Biomedical Engineering, Madison, Wisconsin, United States
| | - Bryan E. Rubio Perez
- University of Wisconsin-Madison, Department of Electrical and Computer Engineering, Madison, Wisconsin, United States
| | - Yuming Liu
- University of Wisconsin-Madison, Center for Quantitative Cell Imaging, Madison, Wisconsin, United States
| | - Sydney Runkle
- University of Wisconsin-Madison, Department of Computer Science, Madison, Wisconsin, United States
| | - Kevin W. Eliceiri
- University of Wisconsin-Madison, Department of Biomedical Engineering, Madison, Wisconsin, United States
- University of Wisconsin-Madison, Center for Quantitative Cell Imaging, Madison, Wisconsin, United States
- Morgridge Institute for Research, Madison, Wisconsin, United States
| | - Filiz Yesilkoy
- University of Wisconsin-Madison, Department of Biomedical Engineering, Madison, Wisconsin, United States
| |
Collapse
|
50
|
Fujimoto H, Yoshihara M, Rodgers R, Iyoshi S, Mogi K, Miyamoto E, Hayakawa S, Hayashi M, Nomura S, Kitami K, Uno K, Sugiyama M, Koya Y, Yamakita Y, Nawa A, Enomoto A, Ricciardelli C, Kajiyama H. Tumor-associated fibrosis: a unique mechanism promoting ovarian cancer metastasis and peritoneal dissemination. Cancer Metastasis Rev 2024; 43:1037-1053. [PMID: 38546906 PMCID: PMC11300578 DOI: 10.1007/s10555-024-10169-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 01/11/2024] [Indexed: 08/06/2024]
Abstract
Epithelial ovarian cancer (EOC) is often diagnosed in advanced stage with peritoneal dissemination. Recent studies indicate that aberrant accumulation of collagen fibers in tumor stroma has a variety of effects on tumor progression. We refer to remodeled fibrous stroma with altered expression of collagen molecules, increased stiffness, and highly oriented collagen fibers as tumor-associated fibrosis (TAF). TAF contributes to EOC cell invasion and metastasis in the intraperitoneal cavity. However, an understanding of molecular events involved is only just beginning to emerge. Further development in this field will lead to new strategies to treat EOC. In this review, we focus on the recent findings on how the TAF contributes to EOC malignancy. Furthermore, we will review the recent initiatives and future therapeutic strategies for targeting TAF in EOC.
Collapse
Affiliation(s)
- Hiroki Fujimoto
- Department of Obstetrics and Gynaecology, Nagoya University Graduate School of Medicine, Nagoya, Japan
- Discipline of Obstetrics and Gynaecology, Adelaide Medical School, Robinson Research Institute, University of Adelaide, Adelaide, Australia
| | - Masato Yoshihara
- Department of Obstetrics and Gynaecology, Nagoya University Graduate School of Medicine, Nagoya, Japan.
| | - Raymond Rodgers
- School of Biomedicine, Robinson Research Institute, The University of Adelaide, Adelaide, Australia
| | - Shohei Iyoshi
- Department of Obstetrics and Gynaecology, Nagoya University Graduate School of Medicine, Nagoya, Japan
- Spemann Graduate School of Biology and Medicine, University of Freiburg, Freiburg im Breisgau, Germany
| | - Kazumasa Mogi
- Department of Obstetrics and Gynaecology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Emiri Miyamoto
- Department of Obstetrics and Gynaecology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Sae Hayakawa
- Department of Obstetrics and Gynaecology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Maia Hayashi
- Department of Obstetrics and Gynaecology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Satoshi Nomura
- Department of Obstetrics and Gynaecology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Kazuhisa Kitami
- Department of Obstetrics and Gynaecology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Kaname Uno
- Department of Obstetrics and Gynaecology, Nagoya University Graduate School of Medicine, Nagoya, Japan
- Division of Clinical Genetics, Department of Laboratory Medicine, Lund University Graduate School of Medicine, Lund, Sweden
| | - Mai Sugiyama
- Bell Research Center-Department of Obstetrics and Gynaecology Collaborative Research, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yoshihiro Koya
- Bell Research Center-Department of Obstetrics and Gynaecology Collaborative Research, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yoshihiko Yamakita
- Bell Research Center-Department of Obstetrics and Gynaecology Collaborative Research, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Akihiro Nawa
- Bell Research Center-Department of Obstetrics and Gynaecology Collaborative Research, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Atsushi Enomoto
- Department of Pathology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Carmela Ricciardelli
- Discipline of Obstetrics and Gynaecology, Adelaide Medical School, Robinson Research Institute, University of Adelaide, Adelaide, Australia.
| | - Hiroaki Kajiyama
- Department of Obstetrics and Gynaecology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| |
Collapse
|