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Zhang Y, Sun H, Bo W, An Z, Li J. Integrating Bulk and Single-Cell RNA Sequencing Data Reveals the Prognostic Significance of HOXC9-Related Immune Gene Signatures in Hepatocellular Carcinoma. Onco Targets Ther 2025; 18:453-465. [PMID: 40177614 PMCID: PMC11963816 DOI: 10.2147/ott.s509625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2024] [Accepted: 03/23/2025] [Indexed: 04/05/2025] Open
Abstract
Objective This study aims to integrate bulk and single-cell RNA sequencing data to construct a risk score model based on HOXC9-related immune genes (HRIGs) and evaluate its prognostic value in hepatocellular carcinoma (HCC). Materials and Methods RNA sequencing data and clinical information of HCC were obtained from TCGA and GEO databases. HRIGs were identified and a risk score model was constructed using LASSO-Cox regression analysis. The association between the risk score and tumor microenvironment was analyzed using CIBERSORT and ESTIMATE algorithms. Single-cell RNA sequencing (scRNA-seq) data were used to assess cell type distribution. Cell experiments were conducted to verify the effects of HOXC9 knockdown on HCC cell proliferation and invasion. Results HOXC9 is highly expressed in HCC and associated with poor prognosis (p=0.031). The risk score model based on four HRIGs (EGLN3, IMPDH1, LPCAT1, and MARCKSL1) showed good prognostic discrimination in both TCGA and GEO cohorts, with significantly lower overall survival in the high-risk group (p<0.0001). The high-risk group exhibited higher immune scores and increased immune cell infiltration, as well as elevated immune checkpoint expression. scRNA-seq revealed increased hepatocytes and fibroblasts but decreased T/NK cells in HCC tissues. HOXC9 knockdown significantly inhibited HCC cell proliferation and invasion. Conclusion HOXC9 is overexpressed in HCC and correlates with poor prognosis. The HRIG-based risk score model effectively evaluates the prognosis and immune response in HCC patients, providing new insights for risk assessment and immunotherapy prediction.
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Affiliation(s)
- Yong Zhang
- Department of Clinical Laboratory, Lianyungang Municipal Oriental Hospital, Lianyungang, Jiangsu, 222042, People’s Republic of China
| | - Hengliang Sun
- Department of Clinical Laboratory, Hai’an Hospital of Traditional Chinese Medicine, Hai’an, Jiangsu, 226600, People’s Republic of China
| | - Weibo Bo
- Department of Clinical Laboratory, Lianyungang Municipal Oriental Hospital, Lianyungang, Jiangsu, 222042, People’s Republic of China
| | - Zhongwu An
- Department of Clinical Laboratory, Lianyungang Municipal Oriental Hospital, Lianyungang, Jiangsu, 222042, People’s Republic of China
| | - Jing Li
- Department of Respiratory and Critical Care Medicine, Lianyungang Municipal Oriental Hospital, Lianyungang, Jiangsu, 222042, People’s Republic of China
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2
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Wuputra K, Hsu WH, Ku CC, Yang YH, Kuo KK, Yu FJ, Yu HS, Nagata K, Wu DC, Kuo CH, Yokoyama KK. The AHR-NRF2-JDP2 gene battery: Ligand-induced AHR transcriptional activation. Biochem Pharmacol 2025; 233:116761. [PMID: 39855429 DOI: 10.1016/j.bcp.2025.116761] [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: 11/02/2024] [Revised: 12/18/2024] [Accepted: 01/16/2025] [Indexed: 01/27/2025]
Abstract
Aryl hydrocarbon receptor (AHR) and nuclear factor-erythroid 2-related factor 2 (NRF2) can regulate a series of genes encoding the detoxifying phase I and II enzymes, via a signaling crosstalk known as the "AHR-NRF2 gene battery". The chromatin transcriptional regulator Jun dimerization protein 2 (JDP2) plays a central role in thetranscription of AHR gene in response to the phase I enzyme ligand 2,3,7,8-tetrachlorodibenzo-p-dioxin. It forms a transcriptional complex with AHR-AHR nuclear translocator (ARNT) and NRF2-small musculoaponeurotic fibrosarcoma proteins (sMAF), which are then recruited to the respective cis-elements, such as dioxin response elements and antioxidant response elements, respectively, in the AHR promoter. Here, we present a revised description of the AHR-NRF2 gene battery as the AHR-NRF2-JDP2 gene battery for transactivating the AHR promoter by phase I enzyme ligands. The chromatin regulator JDP2 was found to be involved in the movement of AHR-NRF2 complexes from the dioxin response element to the antioxidant response element in the AHR promoter, during its activation in a spatiotemporal manner. This new epigenetic and chromatin remodeling role of AHR-NRF2-JDP2 axis is useful for identifying new therapeutic targets for various diseases, including immunological response, detoxification, development, and cancer-related diseases.
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Affiliation(s)
- Kenly Wuputra
- Cell Therapy Research Center, Department of Medicine, Kaohsiung Medical University Hospital, Kaohsiung 80756, Taiwan; Graduate Institute of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan; Regenerative Medicine and Cell Research Center, Kaohsiung Medical University, Kaohsiung 80708, Taiwan.
| | - Wen-Hung Hsu
- Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Medical University Gangshan Hospital, Kaohsiung 820, Taiwan; Department of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan.
| | - Chia-Chen Ku
- Cell Therapy Research Center, Department of Medicine, Kaohsiung Medical University Hospital, Kaohsiung 80756, Taiwan; Graduate Institute of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan; Regenerative Medicine and Cell Research Center, Kaohsiung Medical University, Kaohsiung 80708, Taiwan.
| | - Ya-Han Yang
- Division of General Surgery, E-DA Dachang Hospital, Kaohsiung 80706, Taiwan.
| | - Kung-Kai Kuo
- Division of General Surgery, E-DA Dachang Hospital, Kaohsiung 80706, Taiwan.
| | - Fang-Jung Yu
- Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Medical University Gangshan Hospital, Kaohsiung 820, Taiwan; Department of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan; Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung 80756, Taiwan.
| | - Hsin-Su Yu
- Emeritus Professor in College of Medicine, Kaohsiung Medical University, Kaohsiung, 80708, Taiwan.
| | - Kyosuke Nagata
- Professor, Insitutte of Medicine, University of Tsukuba, Tsukuba 3058577, Japan.
| | - Deng-Chyang Wu
- Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Medical University Gangshan Hospital, Kaohsiung 820, Taiwan; Department of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan.
| | - Chao-Hung Kuo
- Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Medical University Gangshan Hospital, Kaohsiung 820, Taiwan; Department of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan; Superintendant in Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung 80145, Taiwan.
| | - Kazunari K Yokoyama
- Cell Therapy Research Center, Department of Medicine, Kaohsiung Medical University Hospital, Kaohsiung 80756, Taiwan; Graduate Institute of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan; Regenerative Medicine and Cell Research Center, Kaohsiung Medical University, Kaohsiung 80708, Taiwan.
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da Silva Fernandes T, Gillard BM, Dai T, Martin JC, Chaudhry KA, Dugas SM, Fisher AA, Sharma P, Wu R, Attwood KM, Dasgupta S, Takabe K, Rosario SR, Bianchi-Smiraglia A. Inosine monophosphate dehydrogenase 2 (IMPDH2) modulates response to therapy and chemo-resistance in triple negative breast cancer. Sci Rep 2025; 15:1061. [PMID: 39774345 PMCID: PMC11707137 DOI: 10.1038/s41598-024-85094-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2024] [Accepted: 12/31/2024] [Indexed: 01/11/2025] Open
Abstract
Triple negative breast cancer (TNBC) is one of the deadliest subtypes of breast cancer, whose high frequency of relapse is often due to resistance to chemotherapy. Here, we identify inosine monophosphate dehydrogenase 2 (IMPDH2) as a contributor to doxorubicin resistance, in multiple TNBC models. Analysis of publicly available datasets reveals elevated IMPDH2 expression to associate with worse overall TNBC prognosis in the clinic, including lower recurrence-free survival post adjuvant/neoadjuvant therapy. Importantly, both genetic depletion and pharmacological inhibition of IMPDH2 leads to reduction of pro-tumorigenic phenotypes in multiple doxorubicin-resistant TNBC models, both in vitro and in vivo. Overall, we propose IMPDH2 as a novel vulnerability that could be leveraged therapeutically to suppress and/or prevent the growth of chemo-resistant lesions.
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Affiliation(s)
- Tatiane da Silva Fernandes
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, CGP L3-317, Buffalo, NY, 14263, USA
| | - Bryan M Gillard
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Tao Dai
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, CGP L3-317, Buffalo, NY, 14263, USA
| | - Jeffrey C Martin
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, CGP L3-317, Buffalo, NY, 14263, USA
| | - Kanita A Chaudhry
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, CGP L3-317, Buffalo, NY, 14263, USA
| | - Scott M Dugas
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, CGP L3-317, Buffalo, NY, 14263, USA
| | - Alyssa A Fisher
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, CGP L3-317, Buffalo, NY, 14263, USA
| | - Pia Sharma
- Department of Breast Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - RongRong Wu
- Department of Breast Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Kristopher M Attwood
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, RSC R-410, Buffalo, NY, 14263, USA
| | - Subhamoy Dasgupta
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, CGP L3-317, Buffalo, NY, 14263, USA
| | - Kazuaki Takabe
- Department of Breast Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Spencer R Rosario
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, RSC R-410, Buffalo, NY, 14263, USA.
| | - Anna Bianchi-Smiraglia
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, CGP L3-317, Buffalo, NY, 14263, USA.
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Sharma G, Abdullah KM, Qais FA, Khan P, Cox JL, Sarwar T, Nasser MW, Batra SK, Siddiqui JA. Clofazimine inhibits small-cell lung cancer progression by modulating the kynurenine/aryl hydrocarbon receptor axis. Int J Biol Macromol 2024; 282:136921. [PMID: 39490481 PMCID: PMC12060262 DOI: 10.1016/j.ijbiomac.2024.136921] [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: 08/28/2024] [Revised: 10/07/2024] [Accepted: 10/24/2024] [Indexed: 11/05/2024]
Abstract
Small cell lung cancer (SCLC) is one of the highly metastatic malignancies that contributes to ∼15 % of all lung cancers. Most SCLC patients (50-60 %) develop osteolytic bone metastases, significantly affecting their quality of life. Among several factors, environmental pollutant 2,3,7,8-Tetrachlorodibenzodioxin (TCDD) and kynurenine (Kyn), an endogenous ligand derived from tryptophan (Trp) metabolism, activate the aryl hydrocarbon receptor (AhR) and are responsible for SCLC progression and metastasis. Further, elevated AhR expression in bone cells intensifies bone resorption, making the Kyn/AhR axis a potential target for the bone metastatic propensity of SCLC. We first assessed the expression profile of AhR in human SCLC cell lines and found a significantly increased expression compared to normal lung cells. Additionally, we also evaluated the clinical significance of AhR expression in the patient samples of SCLC along with the relevance of the same in the Rb1fl/fl; Trp53fl/fl; MycLSL/LSL (RPM) mouse model using immunohistochemistry and found the higher AhR expression in the patient samples and RPM mouse tumor tissues. Using computational simulations, we found that clofazimine (CLF) binds at the activator (Kyn) binding site by forming a stable complex with AhR. The CLF binding with AhR was favored by Van der Waals and hydrophobic forces, and the proteins retained their secondary structure. Furthermore, we found that Kyn treatment potentiates the migration and clonogenic ability of SCLC cell lines by activating Erk/Akt oncogenic signaling. Treatment with CLF reduces AhR expression, which inhibits Kyn-mediated proliferation of SCLC cells, induces apoptosis, and cell cycle arrest in the G2/M phase. Further, our examination indicates that Kyn treatment also promotes osteoblast-mediated osteoclast differentiation through RANKL. The treatment with CLF impedes RANKL expression and osteoclastogenesis, suggesting that CLF has the potential to be used as the therapeutic for SCLC patients having bone metastasis.
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Affiliation(s)
- Gunjan Sharma
- Department of Cell and Molecular Biology, University of Mississippi Medical Center, Jackson MS-39216, USA; Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha NE-68198, USA; Cancer Center and Research Institute, University of Mississippi Medical Center, Jackson MS-39216, USA
| | - K M Abdullah
- Department of Cell and Molecular Biology, University of Mississippi Medical Center, Jackson MS-39216, USA; Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha NE-68198, USA; Cancer Center and Research Institute, University of Mississippi Medical Center, Jackson MS-39216, USA
| | - Faizan Abul Qais
- Department of Agricultural Microbiology, Faculty of Agricultural Sciences, Aligarh Muslim University, Aligarh, UP 202002, India
| | - Parvez Khan
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha NE-68198, USA
| | - Jesse L Cox
- Department of Pathology, Microbiology and Immunology, University of Nebraska Medical Center, Omaha NE-68198, USA
| | - Tarique Sarwar
- Department of Medical Laboratories, College of Applied Medical Sciences, Qassim University, Buraydah 51452, Saudi Arabia
| | - Mohd Wasim Nasser
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha NE-68198, USA; Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA
| | - Surinder K Batra
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha NE-68198, USA; Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA
| | - Jawed A Siddiqui
- Department of Cell and Molecular Biology, University of Mississippi Medical Center, Jackson MS-39216, USA; Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha NE-68198, USA; Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA; Cancer Center and Research Institute, University of Mississippi Medical Center, Jackson MS-39216, USA.
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5
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Zhang Y, Li J. Recent advancements in understanding of biological role of homeobox C9 in human cancers. World J Clin Oncol 2024; 15:1168-1176. [PMID: 39351453 PMCID: PMC11438841 DOI: 10.5306/wjco.v15.i9.1168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Revised: 07/14/2024] [Accepted: 08/02/2024] [Indexed: 08/29/2024] Open
Abstract
Homeobox (HOX) C9, a member of the HOX family, is an important transcription factor, and it plays a significant role in various biological processes. This family of genes is highly valued for their essential roles in establishing and maintaining the body axis during embryonic development and adult tissues. Further, HOXC9 plays a central role in neuronal differentiation, angiogenesis, and adipose distribution, which are essential for the development of the nervous system, maturation of tissues and organs, and maintenance of energy balance and metabolic health. Recent research has found that abnormal HOXC9 expression is closely associated with the development and progression of various tumor types. The HOXC9 expression level can be an indicator of tumor prognosis. Therefore, elucidating the association between HOXC9 expression and its regulatory mechanisms and tumorigenesis can provide novel insights on the diagnosis and treatment of patients with cancer.
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Affiliation(s)
- Yong Zhang
- Department of Clinical Laboratory, The Affiliated Lianyungang Oriental Hospital of Kangda College of Nanjing Medical University, Lianyungang 222042, Jiangsu Province, China
| | - Jing Li
- Department of Respiratory and Critical Care Medicine, The Affiliated Lianyungang Oriental Hospital of Kangda College of Nanjing Medical University, Lianyungang 222042, Jiangsu Province, China
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Chaudhry KA, Bianchi-Smiraglia A. The aryl hydrocarbon receptor as a tumor modulator: mechanisms to therapy. Front Oncol 2024; 14:1375905. [PMID: 38807762 PMCID: PMC11130384 DOI: 10.3389/fonc.2024.1375905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 05/03/2024] [Indexed: 05/30/2024] Open
Abstract
The aryl hydrocarbon receptor (AhR) is a ligand-activated transcription factor that is widely recognized to play important, but complex, modulatory roles in a variety of tumor types. In this review, we comprehensively summarize the increasingly controversial role of AhR as a tumor regulator and the mechanisms by which it alters tumor progression based on the cancer cell type. Finally, we discuss new and emerging strategies to therapeutically modulate AhR, focusing on novel agents that hold promise in current human clinical trials as well as existing FDA-approved drugs that could potentially be repurposed for cancer therapy.
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Affiliation(s)
| | - Anna Bianchi-Smiraglia
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, NY, United States
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7
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Martin JC, da Silva Fernandes T, Chaudhry KA, Oshi M, Abrams SI, Takabe K, Rosario SR, Bianchi-Smiraglia A. Aryl hydrocarbon receptor suppresses STING-mediated type I IFN expression in triple-negative breast cancer. Sci Rep 2024; 14:5731. [PMID: 38459088 PMCID: PMC10923803 DOI: 10.1038/s41598-024-54732-3] [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: 11/27/2023] [Accepted: 02/15/2024] [Indexed: 03/10/2024] Open
Abstract
Triple-negative breast cancer (TNBC) is one of the most aggressive types of cancer. Despite decades of intense investigation, treatment options remain limited, and rapid recurrence with distant metastases remains a significant challenge. Cancer cell-intrinsic production of cytokines such as type I interferons (IFN-I) is a known potent modulator of response to therapy in many cancers, including TNBC, and can influence therapeutic outcome. Here, we report that, in TNBC systems, the aryl hydrocarbon receptor (AhR) suppresses IFN-I expression via inhibition of STImulator of Interferon Genes (STING), a key mediator of interferon production. Intratumoral STING activity is essential in mediating the efficacy of PARP inhibitors (PARPi) which are used in the treatment of cancers harboring BRCA1 deficiency. We find that, in TNBC cells, PARPi treatment activates AhR in a BRCA1 deficiency-dependent manner, thus suggesting the presence of a negative feedback loop aimed at modulating PARPi efficacy. Importantly, our results indicate that the combined inhibition of PARP and AhR is superior in elevating IFN-I expression as compared to PARPi-alone. Thus, AhR inhibition may allow for enhanced IFN-I production upon PARPi in BRCA1-deficient breast cancers, most of which are of TNBC origin, and may represent a therapeutically viable strategy to enhance PARPi efficacy.
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Affiliation(s)
- Jeffrey C Martin
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | | | - Kanita A Chaudhry
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
- Department of Breast Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Masanori Oshi
- Department of Breast Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Scott I Abrams
- Department of Immunology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Kazuaki Takabe
- Department of Breast Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
- Department of Immunology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Spencer R Rosario
- Department of Breast Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Anna Bianchi-Smiraglia
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
- Department of Breast Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
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