Minireviews Open Access
Copyright ©The Author(s) 2025. Published by Baishideng Publishing Group Inc. All rights reserved.
World J Gastrointest Oncol. Jul 15, 2025; 17(7): 105712
Published online Jul 15, 2025. doi: 10.4251/wjgo.v17.i7.105712
Progress in the treatment of duodenal cancer: A comprehensive review
Liang-Gong Liao, Zhi-Guo Xiong, Jun-Jie Hu, Department of Gastrointestinal Surgery, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430079, Hubei Province, China
Liang-Gong Liao, Zhi-Guo Xiong, Jun-Jie Hu, Hubei Provincial Clinical Research Center for Colorectal Cancer, Wuhan 430079, Hubei Province, China
Liang-Gong Liao, Zhi-Guo Xiong, Jun-Jie Hu, Wuhan Clinical Research Center for Colorectal Cancer, Wuhan 430079, Hubei Province, China
ORCID number: Jun-Jie Hu (0009-0007-5411-3755).
Author contributions: Hu JJ conceived the study; Liao LG and Xiong ZG wrote the manuscript; All authors read and approved the final manuscript.
Supported by Research Projects of Biomedical Center of Hubei Cancer Hospital, No. 2022SWZX07; 2023-2024 Annual Scientific Research Project of Traditional Chinese Medicine from Hubei Provincial Administration of Traditional Chinese Medicine, No. ZY2023Z005; and Health Commission of Hubei Province Scientific Research Project, No. WJ2023Z011.
Conflict-of-interest statement: The authors have no conflicts of interest to declare.
Open Access: This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: https://creativecommons.org/Licenses/by-nc/4.0/
Corresponding author: Jun-Jie Hu, MD, Department of Gastrointestinal Surgery, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 116 Zuodaoquan South Road, Wuhan 430079, Hubei Province, China. 791462122@qq.com
Received: February 5, 2025
Revised: April 4, 2025
Accepted: May 30, 2025
Published online: July 15, 2025
Processing time: 159 Days and 22.1 Hours

Abstract

Duodenal cancer, a rare gastrointestinal malignancy (30%-45% of small bowel cancers), shows improved outcomes with multidisciplinary advances. Endoscopic resection is preferred for early-stage (Tis/T1) tumors (66% usage), enhancing survival (hazard ratio [HR]: 0.70) and reducing infection-related mortality vs surgery (P = 0.03). Advanced cases rely on surgical resection (segmental/Whipple, 46.4% 5-year survival) with minimally invasive techniques reducing blood loss. Poor prognosis links to nodal metastasis (HR: 2.58) and vascular invasion (HR: 2.18). Patients with stage III disease benefit from FOLFOX chemotherapy (HR: 0.55), while neoadjuvant chemoradiotherapy improves resectability. Targeted therapies (erb-b2 receptor tyrosine kinase 2/epidermal growth factor receptor/phosphatidylinositol-3-kinase-protein kinase B-mechanistic target of rapamycin kinase) yield complete responses with trastuzumab-chemotherapy combinations. Immunotherapy (pembrolizumab) achieves organ preservation in microsatellite instability-high/mismatch repair-deficient locally advanced tumors. Molecular profiling (caudal type homeobox 2, cell-free DNA, microsatellite instability) guides personalized therapy. Future priorities include global collaborations for precision strategies and novel biomarkers, integrating surgical, targeted, and immunotherapeutic advances to optimize survival and quality of life.

Key Words: Duodenal cancer; Surgical resection; Chemotherapy; Targeted therapies; Immunotherapy

Core Tip: Duodenal cancer, a rare gastrointestinal malignancy, requires multidisciplinary strategies. Endoscopic resection for early-stage tumors improves survival and reduces infection mortality. Advanced cases benefit from surgery and minimally invasive techniques. Chemotherapy and neoadjuvant chemoradiotherapy enhance outcomes. Targeted therapies such as erb-b2 receptor tyrosine kinase 2 (human epidermal growth factor receptor 2)/phosphatidylinositol-3-kinase inhibitors and immunotherapy show transformative potential. Molecular profiling guides precision medicine. International collaboration is critical to optimize biomarker-driven strategies and improve survival. This review integrates innovations in surgery, systemic therapy, and immunotherapy, offering a roadmap for personalized management.



INTRODUCTION

Duodenal cancer, a rare yet clinically distinct malignancy of the gastrointestinal tract, accounts for less than 1% of all gastrointestinal neoplasms and 30%-45% of small intestinal cancers[1]. Duodenal malignant tumors mainly include duodenal adenocarcinoma, stromal tumors, and neuroendocrine tumors. This review only discusses duodenal adenocarcinoma. With an exceptionally low incidence of < 0.5 cases per 100000 individuals, it represents approximately 0.3%-1.0% of gastrointestinal malignancies globally[2]. Recent molecular profiling advancements have revolutionized biomarker discovery in this field. Extreme Gradient Boost modeling identified three-tiered molecular signatures: Alcohol dehydrogenase 1C, defensin alpha 5, carbamoyl phosphate synthetase 1, secreted phosphoprotein 1, deleted in malignant brain tumors 1, VCAN antisense RNA 1, and apolipoprotein B (cancer vs adenoma); LOC399753, apolipoprotein A4, microRNA 548x, and alcohol dehydrogenase 1C (adenoma subtypes); and small nucleolar RNA C/D box 123, CEA cell adhesion molecule 6, small nucleolar RNA C/D box 78, annexin A10, serine peptidase inhibitor Kazal type 1, and carbamoyl phosphate synthetase 1 (normal vs adenoma)[3]. These signatures provide critical insights into early detection and risk stratification.

The gut microbiota plays a pivotal role in modulating the progression and treatment of duodenal malignancies, with emerging research highlighting its influence on tumor biology, therapeutic efficacy, and patient outcomes[4]. Duodenal malignancies are associated with gut microbiota dysbiosis, characterized by a decline in beneficial bacteria (e.g., Bifidobacterium, Faecalibacterium) and enrichment of pathobionts like Escherichia coli and Bilophila wadsworthia[5]. These shifts correlate with elevated serum triglycerides and liver dysfunction, exacerbating inflammation and tumor progression. Dysbiosis impairs immune surveillance, potentially diminishing responses to immunotherapy[6]. Conversely, Bifidobacterium enrichment enhances programmed cell death protein 1 (PD-1) inhibitor efficacy in preclinical models. Specific species (e.g., Bacteroidetes depletion, Proteobacteria enrichment) correlate with disease severity and treatment response[7]. The gut microbiota’s dual role as a driver of tumor progression and a modulator of therapeutic response underscores its potential as a therapeutic target.

Prognostic biomarkers have also emerged as clinical tools. Caudal-type homeobox transcription factor 2 (CDX2), a transcription factor critical in intestinal development, is highly expressed in gastrointestinal malignancies. Its utility in duodenal cancer lies in distinguishing primary tumors from metastases and predicting therapeutic responses. CDX2 demonstrates a 78.7% positivity rate (48/61) in duodenal carcinoma, with CDX2-positive cases showing significantly improved survival compared to CDX2-negative counterparts [hazard ratio (HR): 0.42, 95% confidence interval (CI): 0.24-0.73], establishing it as an independent prognostic determinant[8]. Similarly, cell-free DNA (cfDNA) levels stratify survival outcomes: Patients with high plasma cfDNA (> 9288 copies/mL) exhibit markedly reduced 1-year (58.7% vs 95.2%) and 5-year (17.6% vs 64.6%) survival rates compared to low-cfDNA cohorts, confirming its role as a robust independent predictor of overall survival (OS)[9]. Circulating tumor DNA, a subset of cfDNA, enables non-invasive tumor profiling and real-time monitoring of treatment response.

Prognosis is multifactorial, influenced by tumor type (adenocarcinoma vs neuroendocrine), location (periampullary vs extra-ampullary), metastatic burden, resectability status, and diagnostic timing[10]. Lymph node involvement dramatically impacts outcomes, with 5-year survival rates plummeting from 65% (node-negative) to 21% (node-positive)[11]. A retrospective analysis of 201 surgically treated patients (1999-2014) revealed striking survival disparities: Median survival of 57 months postcurative resection vs 7 months after palliative surgery (P < 0.001)[12]. Established negative prognostic factors include lymphovascular invasion (HR: 2.18, 95%CI: 1.18-4.03) and perineural infiltration (HR: 2.21; P = 0.002)[13]. Over the past decade, multidisciplinary advances - encompassing endoscopic innovations, minimally invasive surgery, molecularly targeted therapies, and immunotherapy - have reshaped the therapeutic landscape.

ENDOSCOPIC AND SURGICAL RESECTION

Endoscopic resection (ER) has become a cornerstone in the management of Tis/T1-stage duodenal tumors, accounting for approximately two-thirds of all resection procedures. This approach is favored due to its oncological efficacy, reduced operative trauma, and lower morbidity compared to major surgery[14]. A cohort study (2004-2017) reported that ER was utilized in 66% of Tis/T1-stage cases and was associated with significantly improved OS (HR: 0.70, 95%CI: 0.52-0.95; P = 0.02) and disease-specific survival (HR: 0.32, 95%CI: 0.17-0.60, P < 0.001) compared to surgical resection. Additionally, ER demonstrated a lower cumulative mortality rate due to postoperative infectious diseases (P = 0.03)[15]. A multicenter study demonstrated ER feasibility for lesions ≤ 3 cm with well-differentiated histology (G1/G2), achieving R0 resection rates of 92% compared to 81% for larger/complex lesions. However, lesions involving the ampulla or with lymphovascular invasion remain contraindications due to higher recurrence risks[16]. A meta-analysis of 1284 patients (2010-2023) revealed 89.2% 5-year overall survival. ER patients reported faster return to work (median, 7 days vs 42 days) and fewer chronic pain episodes (4% vs 22%)[17].

For more advanced tumors, surgical resection remains the primary treatment, with the goal of achieving complete tumor removal (R0 resection). The two main surgical approaches are segmental duodenal resection and pancreaticoduodenectomy (Whipple procedure)[18]. The choice between these techniques depends on factors such as tumor location, size, stage, metastasis, and patient health. A recent multicenter retrospective study (2012-2023) found that radical surgery was associated with favorable OS, with no significant difference between extra-ampullary and peri-ampullary duodenal adenocarcinoma. Minimally invasive surgery has also gained prominence, offering advantages such as reduced intraoperative blood loss, fewer transfusions, and shorter hospital stays[19].

Segmental duodenal resection is increasingly employed for primary duodenal tumors. A retrospective study (2007-2013) reported a median operative time of 191 minutes and a median blood loss of 675 mL, with a 30-day morbidity rate of 82% (78% Clavien grade ≤ 2). Resected specimens included adenocarcinoma, gastrointestinal stromal tumor, adenoma, and lymphoma, with a median hospital stay of 14 days[20]. A meta-analysis of 37 observational studies (1728 patients) revealed a 30-day postoperative mortality rate of 3.2% and a median 5-year OS of 46.4%. Surgical resection significantly improved prognosis compared to palliative therapy (odds ratio: 15.76, P < 0.001), with lymph node metastasis, poor tumor differentiation, perineural invasion, and lymphovascular invasion identified as independent predictors of decreased OS[21]. Lymph node dissection is generally recommended for tumors extending beyond the submucosa, although it may be omitted for intra-mucosal lesions. Lymph node metastasis is an independent prognostic factor, categorizing lymph node stations into Np (upstream) and Nd (other) based on lymphatic flow. Dissection of Np stations is associated with acceptable survival, while metastasis to Nd stations correlates with poor outcomes[22]. For tumors deeper than the submucosa, pancreaticoduodenectomy is the standard procedure, whereas local resection without lymph node dissection may be considered for intra-mucosal cancers. Postoperative follow-up with imaging is recommended to detect distant metastasis and local recurrence[23].

CHEMOTHERAPY AND RADIATION THERAPY

Chemotherapy plays a pivotal role in the management of duodenal cancer, serving as both adjuvant therapy following curative resection and palliative treatment for advanced or metastatic disease. In advanced stages, chemotherapy remains the standard of care, with fluoropyrimidine-based regimens combined with platinum derivatives (e.g., FOLFOX, CAPEOX, FOLFOXIRI) being the most used first-line treatments. For salvage therapy, the FOLFIRI regimen is frequently employed[24]. Fluorouracil-based chemotherapy, often combined with platinum analogs or radiation therapy, is widely utilized due to the histological similarities between duodenal adenocarcinoma and colorectal cancer. However, a systematic review and meta-analysis found no significant survival benefit for adjuvant chemotherapy after curative resection, highlighting the need for further research to evaluate the efficacy of multimodal (neo) adjuvant therapies[25]. For unresectable or recurrent duodenal cancer, systemic chemotherapy with fluoropyrimidine and oxaliplatin is weakly recommended, as it has shown modest improvements in OS and progression-free survival in advanced disease[26].

A meta-analysis of 15 retrospective cohorts (6672 patients) demonstrated that adjuvant chemotherapy was associated with a significant OS benefit (HR: 0.60, 95%CI: 0.53-0.68), particularly in stage III tumors (HR: 0.55, 95%CI: 0.48-0.64). Patients with stage II disease also derived benefit (HR: 0.83, 95%CI: 0.69-0.98). Additionally, adjuvant chemotherapy was linked to improved relapse-free survival (HR: 0.65, 95%CI: 0.50-0.85), with the magnitude of benefit varying by disease stage. Similar OS benefits were observed in both duodenal (HR: 0.67, 95%CI: 0.56-0.81) and jejunal/ileal adenocarcinomas (HR: 0.70, 95%CI: 0.62-0.80)[15]. Fluoropyrimidine-oxaliplatin regimens have consistently outperformed other combinations in terms of survival and response rates, making them a preferred choice. While cisplatin-based therapies have shown limited survival benefits in some studies, they may be more effective in duodenal adenocarcinomas due to their anatomical proximity to the pancreas and stomach[27].

Neoadjuvant chemoradiotherapy has been explored in locally advanced duodenal cancer, with some studies reporting improved resectability and potential survival benefits. Adjuvant radiation therapy is occasionally used to reduce the risk of local recurrence, particularly in cases where the tumor involves critical structures such as the pancreas or major blood vessels[28]. Ongoing clinical trials, such as the international Phase 3 Global BALLAD trial, are comparing observation alone, fluoropyrimidine monotherapy, and FOLFOX in patients with stage I-III small intestinal adenocarcinoma, with disease-free survival as the primary endpoint[29]. Similarly, the Japanese J-BALLAD trial, initiated in May 2017, is evaluating the efficacy of postoperative CAPOX (capecitabine and oxaliplatin) vs observation in patients with curatively resected small bowel adenocarcinoma[30]. Future research should focus on tailoring therapies to molecular tumor characteristics, such as the use of (neo) adjuvant immunotherapy for patients with localized mismatch repair-deficient (dMMR) small intestinal adenocarcinomas.

TARGETED THERAPIES

Duodenal cancer, a rare and aggressive gastrointestinal malignancy, has seen significant advancements in treatment with the emergence of targeted therapies and immunotherapy. These approaches offer new hope by specifically targeting molecular pathways and genetic alterations driving tumor growth. Below, we summarize key targeted therapies and related research findings in duodenal cancer. The erb-b2 receptor tyrosine kinase 2 (ERBB2) gene has been identified as a potential therapeutic target in small bowel adenocarcinoma, including duodenal cancer. ERBB2 amplification drives tumor growth via hyperactivation of downstream pathways like phosphatidylinositol-3-kinase (PI3K)/protein kinase B (AKT)/mammalian target of rapamycin (mTOR) and mitogen-activated protein kinase[31]. HER2 blockade enhances efficacy by preventing heterodimerization. An antibody-drug conjugate with a topoisomerase I inhibitor payload. In HER2-positive gastrointestinal cancers, trastuzumab deruxtecan (T-DXd) achieved a 43% objective response rate in a Phase 2 trial (DESTINY-PanTumor02), suggesting potential for duodenal cancer[32]. Notably, cases of complete pathologic response have been reported in metastatic ERBB2-amplified duodenal cancer following neoadjuvant treatment with trastuzumab (an ERBB2 inhibitor) combined with FOLFOX chemotherapy[33]. This highlights the potential of ERBB2-targeted therapies in selected patients. The epidermal growth factor receptor (EGFR) is another common target in cancer therapy. EGFR inhibitors block signaling pathways that promote cancer cell proliferation and survival. Preclinical models and early-phase clinical trials have shown promising results for EGFR-targeted therapies in duodenal cancer, particularly in tumors with EGFR overexpression or activating mutations[34]. NCT05113251 is evaluating T-DXd in HER2-positive gastrointestinal cancers, including duodenal tumors. NCT04526470 is testing copanlisib (PI3K inhibitor) + nivolumab in advanced gastrointestinal malignancies.

The PI3K/AKT/mTOR pathway, frequently dysregulated in cancer, promotes cell survival, proliferation, and metabolism. Inhibitors targeting this pathway have shown promise in preclinical studies and are currently being evaluated in clinical trials for duodenal cancer. These agents may offer therapeutic benefits, particularly in tumors with activating mutations in PI3K or AKT[35]. PIK3CA mutations constitutively activate PI3Kα, driving uncontrolled proliferation. mTOR overactivation promotes metabolic reprogramming and therapy resistance[36]. NCT04632992 tests alpelisib + trastuzumab in PIK3CA-mutant gastrointestinal cancers. NCT04145263 evaluates capivasertib + paclitaxel in advanced solid tumors.

Vascular endothelial growth factor (VEGF) plays a critical role in angiogenesis, the process by which tumors develop new blood vessels to sustain their growth. VEGF inhibitors, such as bevacizumab, disrupt this process, effectively starving the tumor of nutrients. Bevacizumab, when combined with chemotherapy, has demonstrated improved survival outcomes in patients with advanced duodenal cancer[37]. Molecular profiling of tumors is essential for identifying actionable genetic mutations and protein expressions that drive cancer growth. Techniques such as next-generation sequencing (NGS) enable the detection of specific alterations, such as ERBB2 amplification, EGFR mutations, or microsatellite instability (MSI), which can guide the selection of targeted therapies. For example, tumors with high MSI (MSI-H) may benefit from immune checkpoint inhibitors, while ERBB2-amplified tumors may respond to HER2-targeted agents[38]. Despite the promise of targeted therapies, many remain in early-phase clinical trials, and their efficacy in duodenal cancer requires further validation. However, preclinical models and preliminary clinical data suggest significant potential, particularly when combined with chemotherapy or immunotherapy. The integration of molecular profiling and precision medicine is expected to further enhance the effectiveness of these therapies, enabling personalized treatment strategies tailored to individual patients’ molecular profiles.

IMMUNOTHERAPY

Immunotherapy has emerged as a transformative treatment strategy for duodenal cancer[39]. PD-1/programmed death-ligand 1 (PD-L1) blockade restores T cell-mediated tumor killing by blocking inhibitory signals. cytotoxic T-lymphocyte associated protein 4 inhibition enhances T cell priming but has limited activity as monotherapy[40]. These molecular characteristics enhance tumor immunogenicity, making them more responsive to immune checkpoint inhibitors. Below, we summarize key advances and ongoing research in this field. A landmark study reported three cases of locally advanced MSI-H duodenal adenocarcinoma treated with neoadjuvant pembrolizumab (a programmed cell death protein 1 inhibitor). United States Food and Drug Administration-approved for MSI-H/dMMR duodenal cancer (KEYNOTE-158: 39% objective response rate). After two cycles of therapy, all patients exhibited partial metabolic and endoscopic responses. Following 4-6 cycles of treatment, duodenopancreatectomy revealed complete pathological responses in all cases, suggesting that neoadjuvant immunotherapy could enable organ-sparing surgery in patients achieving complete clinical remission[41]. Similarly, the combination of nivolumab (PD-1 inhibitor) and ipilimumab (cytotoxic T lymphocyte antigen-4 inhibitor) has demonstrated remarkable efficacy in MSI-H/dMMR rectal cancer, with complete pathological responses observed in clinical trials. Phase 2 data show 50% 1-year survival in refractory cases by nivolumab + ipilimumab. This dual checkpoint blockade strategy holds promise for application in duodenal cancer, particularly in locally advanced or metastatic settings[42]. The tumor immune microenvironment plays a critical role in shaping therapeutic responses. A recent study analyzing immune cell infiltration in duodenal cancers found that high densities of tumor-infiltrating lymphocytes, particularly CD8+ cytotoxic T cells, and M1-polarized macrophages were associated with reduced recurrence rates and improved survival. Conversely, elevated levels of immunosuppressive cells (e.g., regulatory T cells, M2 macrophages) correlated with poorer outcomes. Tumor mutation burden and PD-L1 expression have potential in personalized treatment strategies. These findings suggest that immune-related biomarkers could enhance prognostic stratification and guide immunotherapy selection[39].

The emerging role of gut microbiota transplantation (FMT) in enhancing immunotherapy efficacy represents a paradigm shift in oncology[43]. Specific bacteria, such as Parabacteroides distasonis, enhance dendritic cell maturation and promote CD8+ T cell recruitment into tumors. Bifidobacterium and Akkermansia muciniphila stimulate natural killer cell cytotoxicity via short-chain fatty acids production, which enhances interferon-γ secretion and tumor cell lysis[44]. FMT from immune checkpoint inhibitor-responsive donors restored F. prausnitzii and B. longum in colorectal cancer patients, reversing primary resistance to PD-1 inhibitors[45]. This was linked to increased mucosal CD8+ T cell infiltration and reduced interleukin 17-driven inflammation. FMT emerges as a potent adjunct to immunotherapy, leveraging microbial ecosystems to overcome resistance and amplify anti-tumor immunity[46].

Despite these advances, challenges remain. Only 5%-10% of duodenal adenocarcinomas exhibit MSI-H/dMMR status, limiting the applicability of checkpoint inhibitors to a small subset of patients[39]. Microsatellite stable (MSS) tumors exhibit low CD8+ T cell infiltration (≤ 5% of the tumor microenvironment) and high stromal content (≥ 50%). While PD-1 inhibitors benefit MSI-H patients, MSS tumors require innovative strategies like chimeric antigen receptor-modified T cells or dual checkpoint blockade. Additionally, the optimal timing and duration of immunotherapy—neoadjuvant, adjuvant, or palliative - require further investigation. Ongoing multicenter trials, such as the NEOPEMBRO trial (NCT04868604), are evaluating pembrolizumab in the neoadjuvant setting for MSI-H gastrointestinal cancers, including duodenal adenocarcinoma. Preliminary results are expected to clarify the role of immunotherapy in organ preservation and survival improvement.

DISCUSSION

This review synthesized current evidence on the management of duodenal cancer, with emphasis on evolving surgical paradigms, systemic therapies, and emerging precision medicine approaches. Several surgical strategies are available for duodenal adenocarcinoma, including ER, partial (wedge) resection, segmental resection, and pancreaticoduodenectomy. For early-stage tumors, endoscopic and segmental resections are effective, while pancreaticoduodenectomy is preferred for advanced cases. Lymph node dissection is recommended for tumors beyond the submucosa, and careful follow-up is essential to monitor for recurrence. Chemotherapy and radiation therapy are integral to the treatment of duodenal cancer (Figure 1). Adjuvant chemotherapy has been shown to improve OS and relapse-free survival, particularly in stage III tumors, with fluoropyrimidine-oxaliplatin being the preferred regimen. Neoadjuvant and adjuvant radiation therapy may also provide benefits in locally advanced cases. Ongoing clinical trials and molecular profiling efforts are expected to further refine these strategies and improve patient outcomes

Figure 1
Figure 1 Progress in the treatment of duodenal cancer. AKT: Protein kinase B; APC: Antigen-presenting cell; CTLA-4: Cytotoxic T-lymphocyte antigen 4; EGFR: Epidermal growth factor receptor; MHC: Major histocompatibility complex; mTOR: Mammalian target of rapamycin; PD-L1: Programmed death-ligand 1; PI3K: Phosphatidylinositol-3-kinase; TCR: T cell receptor; VEGF: Vascular endothelial growth factor.

Targeted therapies represent a promising approach to treating duodenal cancer by addressing specific molecular pathways and genetic alterations. Key targets include ERBB2, EGFR, VEGF, and the PI3K/AKT/mTOR and RAS-RAF-MEK pathways. Molecular profiling and advanced technologies like NGS are critical for identifying actionable targets and developing personalized treatment plans. While further research is needed to fully establish their role, targeted therapies are poised to revolutionize the management of this rare and aggressive malignancy. The management of duodenal cancer is poised for transformative advances through the integration of multimodal therapies and innovative research strategies. Building on current evidence, future efforts should prioritize the following directions to optimize patient outcomes.

Synergistic combination therapies

Pairing immune checkpoint inhibitors (e.g., anti-PD-1/PD-L1) with agents targeting VEGF (e.g., bevacizumab) or EGFR (e.g., cetuximab) may overcome immunosuppressive microenvironments and enhance antitumor responses. Preclinical data suggest VEGF inhibition normalizes tumor vasculature, improving T-cell infiltration, while EGFR targeting may modulate PD-L1 expression. Leverage radiotherapy’s potential to induce immunogenic cell death and systemic “abscopal effects” by combining it with immunotherapy. Clinical trials should explore sequencing (neoadjuvant vs concurrent) and dosing strategies to maximize synergy.

Multiomics and biomarker discovery

Integrate genomics, proteomics, metabolomics, and microbiomics to identify composite biomarkers predictive of treatment response. For example, tumor mutation burden combined with gut microbiome signatures may refine immunotherapy eligibility beyond MSI-H/dMMR status. Establish global platforms for sharing multiomics data, paired with clinical outcomes, to accelerate biomarker validation. Initiatives like the AACR GENIE registry could serve as models.

Resistance mechanisms and tumor microenvironment

Decipher stromal-immune interactions (e.g., cancer-associated fibroblast-mediated immunosuppression) using spatial transcriptomics. Target tumor microenvironment components with stromal-modifying agents (e.g., transforming growth factor beta inhibitors) to enhance drug delivery. The integration of surgical, systemic, and precision-guided strategies demands a collaborative, data-driven approach. By prioritizing biomarker discovery, adaptive trial designs, and mechanistic studies on resistance, the field can transform duodenal cancer into a manageable chronic condition, ultimately improving survival and quality of life.

CONCLUSION

Duodenal cancer management has advanced significantly through surgical refinements (endoscopic/minimally invasive techniques for early-stage, Whipple procedures for advanced cases) and systemic therapies. Chemotherapy (e.g., FOLFOX) and neoadjuvant chemoradiotherapy improve survival and resectability. Targeted therapies (ERBB2/EGFR inhibitors) and immunotherapy (pembrolizumab for MSI-H/dMMR tumors) show transformative potential in molecularly defined subgroups, supported by molecular profiling (NGS and cfDNA). Critical gaps remain in adjuvant therapy validation and clinical trial scalability due to disease rarity. Future priorities include: (1) Precision oncology: Multiomics-guided biomarker discovery; (2) Global collaboration: Multicenter trials to accelerate evidence; and (3) Survivorship: Standardized long-term monitoring protocols. Multidisciplinary integration of surgical innovation, molecular targeting, and immunotherapy promises improved outcomes, necessitating sustained research to optimize survival and quality of life.

Footnotes

Provenance and peer review: Unsolicited article; Externally peer reviewed.

Peer-review model: Single blind

Specialty type: Oncology

Country of origin: China

Peer-review report’s classification

Scientific Quality: Grade B, Grade B, Grade C, Grade C, Grade C

Novelty: Grade B, Grade B, Grade C, Grade C, Grade C

Creativity or Innovation: Grade B, Grade B, Grade C, Grade C, Grade C

Scientific Significance: Grade B, Grade B, Grade C, Grade C, Grade D

P-Reviewer: Liao HM; Wu LL; Yang CH S-Editor: Wei YF L-Editor: Filipodia P-Editor: Zhang L

References
1.  Nakagawa K, Sho M, Fujishiro M, Kakushima N, Horimatsu T, Okada KI, Iguchi M, Uraoka T, Kato M, Yamamoto Y, Aoyama T, Akahori T, Eguchi H, Kanaji S, Kanetaka K, Kuroda S, Nagakawa Y, Nunobe S, Higuchi R, Fujii T, Yamashita H, Yamada S, Narita Y, Honma Y, Muro K, Ushiku T, Ejima Y, Yamaue H, Kodera Y. Clinical practice guidelines for duodenal cancer 2021. J Gastroenterol. 2022;57:927-941.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 4]  [Cited by in RCA: 31]  [Article Influence: 10.3]  [Reference Citation Analysis (0)]
2.  Shang JR, Xu CY, Zhai XX, Xu Z, Qian J. Risk factors, prognostic factors, and nomograms for distant metastasis in patients with diagnosed duodenal cancer: A population-based study. World J Gastrointest Oncol. 2024;16:1384-1420.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Reference Citation Analysis (0)]
3.  Akbulut S, Küçükakçalı Z, Çolak C. Predicting Duodenal Cancer Risk in Patients with Familial Adenomatous Polyposis Using Machine Learning Model. Turk J Gastroenterol. 2023;34:1025-1034.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Reference Citation Analysis (0)]
4.  Pi Y, Wu Y, Zhang X, Lu D, Han D, Zhao J, Zheng X, Zhang S, Ye H, Lian S, Bai Y, Wang Z, Tao S, Ni D, Zou X, Jia W, Zhang G, Li D, Wang J. Gut microbiota-derived ursodeoxycholic acid alleviates low birth weight-induced colonic inflammation by enhancing M2 macrophage polarization. Microbiome. 2023;11:19.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 1]  [Cited by in RCA: 60]  [Article Influence: 30.0]  [Reference Citation Analysis (0)]
5.  Koga Y. Microbiota in the stomach and application of probiotics to gastroduodenal diseases. World J Gastroenterol. 2022;28:6702-6715.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in CrossRef: 21]  [Cited by in RCA: 7]  [Article Influence: 2.3]  [Reference Citation Analysis (0)]
6.  Kohi S, Macgregor-Das A, Dbouk M, Yoshida T, Chuidian M, Abe T, Borges M, Lennon AM, Shin EJ, Canto MI, Goggins M. Alterations in the Duodenal Fluid Microbiome of Patients With Pancreatic Cancer. Clin Gastroenterol Hepatol. 2022;20:e196-e227.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 19]  [Cited by in RCA: 61]  [Article Influence: 20.3]  [Reference Citation Analysis (0)]
7.  Sharma P, Phatak SM, Warikoo P, Mathur A, Mahant S, Das K, Das R. Crosstalk between Helicobacter pylori and gastrointestinal microbiota in various gastroduodenal diseases-A systematic review. 3 Biotech. 2023;13:303.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 3]  [Cited by in RCA: 2]  [Article Influence: 1.0]  [Reference Citation Analysis (0)]
8.  Pan J, yang Z, Jiao X, Chen Y, Chen Y, Chu X.   The prognostic impact of Caudal-Type Homologous Transcription Factor-2 (CDX2) expression in duodenal cancer patients. 2024 Preprint.  [PubMed]  [DOI]  [Full Text]
9.  Lai HF, Wang SE, Chen SC, Shyr BS, Shyr YM, Shyr BU. The emerging role of cell-free DNA as a molecular marker for duodenal adenocarcinoma. J Chin Med Assoc. 2024;87:422-427.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Reference Citation Analysis (0)]
10.  Xiao Q, Wu X, Yuan C, Gu Z, Tang X, Meng F, Wang D, Lang R, Zhai G, Tian X, Zhang Y, Zhao E, Zhao X, Cao F, Xu J, Xing Y, Wang C, Zhang J. Clinicopathologic features and surgery-related outcomes of duodenal adenocarcinoma: A multicenter retrospective study. Surgery. 2024;176:1745-1753.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 2]  [Reference Citation Analysis (0)]
11.  Patel PH, Likos-Corbett M, Doyle J, Kumar S, Bhogal RH. Node negative duodenal adenocarcinoma is associated with long-term patient survival following pancreaticoduodenal resection. ANZ J Surg. 2022;92:1105-1109.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Reference Citation Analysis (0)]
12.  Sun H, Liu Y, Lv L, Li J, Liao X, Gong W. Prognostic Factors and Clinical Characteristics of Duodenal Adenocarcinoma With Survival: A Retrospective Study. Front Oncol. 2021;11:795891.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 1]  [Reference Citation Analysis (0)]
13.  Jiang QL, Huang XH, Chen YT, Zhang JW, Wang CF. Prognostic Factors and Clinical Characteristics of Patients with Primary Duodenal Adenocarcinoma: A Single-Center Experience from China. Biomed Res Int. 2016;2016:6491049.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 11]  [Cited by in RCA: 30]  [Article Influence: 3.3]  [Reference Citation Analysis (0)]
14.  Zheng Y, Yang P, Chen J, Yu K, Ye Y, Zhang L, Hou X, Wang D. Endoscopic excision as a viable alternative to major resection for early duodenal cancers: A population-based cohort study. Int J Surg. 2022;101:106644.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 5]  [Cited by in RCA: 2]  [Article Influence: 0.7]  [Reference Citation Analysis (0)]
15.  de Bakker JK, Meijer LL, Zonderhuis BM, van der Vliet HJ, Daams F, van Grieken NCT, Lissenberg-Witte BI, Kazemier G. Adjuvant chemotherapy for resected duodenal adenocarcinoma: a case-matched analysis in nation wide cohort. Acta Chir Belg. 2023;123:502-508.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Reference Citation Analysis (0)]
16.  Kim GE, Siddiqui UD. Endoscopic Resection Techniques for Duodenal and Ampullary Adenomas. VideoGIE. 2023;8:330-335.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Reference Citation Analysis (0)]
17.  Brito HP, Torres IT, Turke KC, Parada AA, Waisberg J, Botelho RV. Comparison of endoscopic resection techniques for duodenal neuroendocrine tumors: systematic review. Endosc Int Open. 2021;9:E1214-E1221.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 6]  [Cited by in RCA: 17]  [Article Influence: 4.3]  [Reference Citation Analysis (0)]
18.  Zhang C, Lizalek JM, Dougherty C, Westmark DM, Klute KA, Reames BN. Neoadjuvant Therapy for Duodenal and Ampullary Adenocarcinoma: A Systematic Review. Ann Surg Oncol. 2024;31:792-803.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 4]  [Reference Citation Analysis (0)]
19.  Zhang D, Zheng Y, Wang T, Zeng Y, Ma W, Liu M, Lv F, Lu J. Lymph node ratio-based model for predicting survival and assessing the benefit of adjuvant chemotherapy in postoperative duodenal adenocarcinoma. Surgery. 2025;178:108847.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Reference Citation Analysis (0)]
20.  Ito R, Mise Y, Takahashi Y, Inoue Y, Kawano F, Tanaka H, Irie S, Ichida H, Yoshioka R, Saiura A. Segmental resection with partial mesopancreatic and mesojejunal excision (pMME) for duodenal carcinoma of the third or fourth portion. Langenbecks Arch Surg. 2022;407:2143-2150.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Reference Citation Analysis (0)]
21.  Meijer LL, Alberga AJ, de Bakker JK, van der Vliet HJ, Le Large TYS, van Grieken NCT, de Vries R, Daams F, Zonderhuis BM, Kazemier G. Outcomes and Treatment Options for Duodenal Adenocarcinoma: A Systematic Review and Meta-Analysis. Ann Surg Oncol. 2018;25:2681-2692.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 43]  [Cited by in RCA: 75]  [Article Influence: 10.7]  [Reference Citation Analysis (0)]
22.  Miura Y, Ohgi K, Ashida R, Yamada M, Otsuka S, Sasaki K, Uesaka K, Sugiura T. Efficacy of lymph node dissection for duodenal cancer according to the lymph node station. Ann Gastroenterol Surg. 2024;8:51-59.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Reference Citation Analysis (0)]
23.  Xu H, Bretthauer M, Fang F, Ye W, Yin L, Adami HO. Dramatic improvements in outcome following pancreatoduodenectomy for pancreatic and periampullary cancers. Br J Cancer. 2024;131:747-754.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Reference Citation Analysis (0)]
24.  Vitiello F, Cereda S, Foti S, Liscia N, Mazza E, Ronzoni M, Cascinu S. Immunotherapy in small bowel adenocarcinoma: a potential role? Immunol Med. 2024;47:1-5.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Reference Citation Analysis (0)]
25.  Vanbiervliet G, Strijker M, Arvanitakis M, Aelvoet A, Arnelo U, Beyna T, Busch O, Deprez PH, Kunovsky L, Larghi A, Manes G, Moss A, Napoleon B, Nayar M, Pérez-Cuadrado-Robles E, Seewald S, Barthet M, van Hooft JE. Endoscopic management of ampullary tumors: European Society of Gastrointestinal Endoscopy (ESGE) Guideline. Endoscopy. 2021;53:429-448.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 99]  [Cited by in RCA: 81]  [Article Influence: 20.3]  [Reference Citation Analysis (1)]
26.  Kaslow SR, Prendergast K, Vitiello GA, Hani L, Berman RS, Lee AY, Correa-Gallego C. Systemic therapy for duodenal adenocarcinoma: An analysis of the National Cancer Database (NCDB). Surgery. 2022;172:358-364.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Reference Citation Analysis (0)]
27.  Linden K, Melillo A, Gaughan J, Obinero C, Kellish A, Wozniak MR, Patel RM, Pandya V, Atabek U, Spitz F, Hong YK. The Role of Neoadjuvant Versus Adjuvant Therapy for Duodenal Adenocarcinoma: A National Cancer Database Propensity Score Matched Analysis. Am Surg. 2021;87:1066-1073.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 1]  [Cited by in RCA: 2]  [Article Influence: 0.4]  [Reference Citation Analysis (0)]
28.  Ecker BL, McMillan MT, Datta J, Lee MK, Karakousis GC, Vollmer CM Jr, Drebin JA, Fraker DL, Roses RE. Adjuvant chemotherapy versus chemoradiotherapy in the management of patients with surgically resected duodenal adenocarcinoma: A propensity score-matched analysis of a nationwide clinical oncology database. Cancer. 2017;123:967-976.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 25]  [Cited by in RCA: 28]  [Article Influence: 3.1]  [Reference Citation Analysis (0)]
29.  Evans TJ, Aparicio T, Le Malicot K, Nakamura K, Honma Y, Mcwilliams RR, Ten Tije AJ, Anthoney DA, Boyd R, Dixon-hughes J, Graham JS, Iveson T, Nicoll J, Paul J, Salto-tellez M, Starling N, Ueno M, Yim K, Bridgewater JA, Wilson RH. GLOBAL BALLAD: An International Rare Cancers Initiative trial to evaluate the potential benefit of adjuvant chemotherapy for small bowel adenocarcinoma (IRCI 002). J Clin Oncol. 2016;34:TPS4154-TPS4154.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 5]  [Cited by in RCA: 5]  [Article Influence: 0.6]  [Reference Citation Analysis (0)]
30.  Kitahara H, Honma Y, Ueno M, Kanemitsu Y, Ohkawa S, Mizusawa J, Furuse J, Shimada Y; Colorectal Cancer Study Group and Hepatobiliary and Pancreatic Oncology Group of the Japan Clinical Oncology Group. Randomized phase III trial of post-operative chemotherapy for patients with stage I/II/III small bowel adenocarcinoma (JCOG1502C, J-BALLAD). Jpn J Clin Oncol. 2019;49:287-290.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 16]  [Cited by in RCA: 14]  [Article Influence: 2.3]  [Reference Citation Analysis (0)]
31.  Patel MA, Kratz JD, Carlson AS, Ascencio YO, Kelley BS, LoConte NK. Molecular Targets and Therapies for Ampullary Cancer. J Natl Compr Canc Netw. 2024;22:e237051.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Reference Citation Analysis (0)]
32.  Meric-Bernstam F, Makker V, Oaknin A, Oh DY, Banerjee S, González-Martín A, Jung KH, Ługowska I, Manso L, Manzano A, Melichar B, Siena S, Stroyakovskiy D, Fielding A, Ma Y, Puvvada S, Shire N, Lee JY. Efficacy and Safety of Trastuzumab Deruxtecan in Patients With HER2-Expressing Solid Tumors: Primary Results From the DESTINY-PanTumor02 Phase II Trial. J Clin Oncol. 2024;42:47-58.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 112]  [Cited by in RCA: 340]  [Article Influence: 340.0]  [Reference Citation Analysis (0)]
33.  Houvast RD, van Duijvenvoorde M, Thijse K, de Steur WO, de Geus-Oei LF, Crobach ASLP, Burggraaf J, Vahrmeijer AL, Kuppen PJK. Selecting Targets for Molecular Imaging of Gastric Cancer: An Immunohistochemical Evaluation. Mol Diagn Ther. 2025;29:213-227.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in RCA: 3]  [Reference Citation Analysis (0)]
34.  Wang J, Zhu X, Chen J, Liu F, Tang X. Successful treatment with trastuzumab plus chemotherapy as the firstline regimen in advanced small bowel adenocarcinoma harboring HER2 amplification: A report of two cases. Oncol Lett. 2024;27:64.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Reference Citation Analysis (0)]
35.  Karanikas M, Kofina K, Potolidis D, Foutzitzi S, Deftereos S, Effraemidou E, Lyratzopoulos N. Spontaneous massive duodenal perforation after ovarian cancer treatment with bevacizumab. J Surg Case Rep. 2020;2020:rjaa174.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 2]  [Cited by in RCA: 2]  [Article Influence: 0.4]  [Reference Citation Analysis (0)]
36.  Wang C, Pan D. Mutation patterns and prognostic analysis of BRAF/KRAS/PIK3CA in colorectal cancer. J Clin Lab Anal. 2022;36:e24444.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 1]  [Cited by in RCA: 4]  [Article Influence: 1.3]  [Reference Citation Analysis (0)]
37.  Setiawan E, Purwanto B, Wasita B, Putra A. Locally injected Mesenchymal Stem Cells optimize angiogenesis by regulating VEGF and CD31 expression in duodenal perforation. Ann Med Surg (Lond). 2022;82:104529.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in RCA: 5]  [Reference Citation Analysis (0)]
38.  Marshall JL. The Prospective Incorporation of Molecular Profiling Will Transform Global Cancer Care. Oncology (Williston Park). 2020;34:356-357.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Reference Citation Analysis (0)]
39.  Ziane Bouziane S, Mans L, Bucalau AM, Demetter P, Pezzullo M, Andre C, Loi P, Navez J, Marcelis L, Puleo F, Charette N, Closset J, Van Laethem JL. Neoadjuvant immunotherapy in microsatellite instability-high (MSI-H) duodenal adenocarcinoma leads to pathological complete response and paves the way for new strategies. Eur J Cancer. 2024;206:114128.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Reference Citation Analysis (0)]
40.  Cheng W, Kang K, Zhao A, Wu Y. Dual blockade immunotherapy targeting PD-1/PD-L1 and CTLA-4 in lung cancer. J Hematol Oncol. 2024;17:54.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 1]  [Cited by in RCA: 38]  [Article Influence: 38.0]  [Reference Citation Analysis (0)]
41.  Li YJ, Liu XZ, Yao YF, Chen N, Li ZW, Zhang XY, Lin XF, Wu AW. Efficacy and safety of preoperative immunotherapy in patients with mismatch repair-deficient or microsatellite instability-high gastrointestinal malignancies. World J Gastrointest Surg. 2023;15:222-233.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in CrossRef: 5]  [Cited by in RCA: 6]  [Article Influence: 3.0]  [Reference Citation Analysis (0)]
42.  Boukouris AE, Theochari M, Stefanou D, Papalambros A, Felekouras E, Gogas H, Ziogas DC. Latest evidence on immune checkpoint inhibitors in metastatic colorectal cancer: A 2022 update. Crit Rev Oncol Hematol. 2022;173:103663.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 4]  [Cited by in RCA: 44]  [Article Influence: 14.7]  [Reference Citation Analysis (0)]
43.  Lu Y, Yuan X, Wang M, He Z, Li H, Wang J, Li Q. Gut microbiota influence immunotherapy responses: mechanisms and therapeutic strategies. J Hematol Oncol. 2022;15:47.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 6]  [Cited by in RCA: 252]  [Article Influence: 84.0]  [Reference Citation Analysis (0)]
44.  Zhou CB, Zhou YL, Fang JY. Gut Microbiota in Cancer Immune Response and Immunotherapy. Trends Cancer. 2021;7:647-660.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 45]  [Cited by in RCA: 193]  [Article Influence: 48.3]  [Reference Citation Analysis (0)]
45.  Campbell C, Kandalgaonkar MR, Golonka RM, Yeoh BS, Vijay-Kumar M, Saha P. Crosstalk between Gut Microbiota and Host Immunity: Impact on Inflammation and Immunotherapy. Biomedicines. 2023;11:294.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 61]  [Cited by in RCA: 96]  [Article Influence: 48.0]  [Reference Citation Analysis (0)]
46.  Singh A, Alexander SG, Martin S. Gut microbiome homeostasis and the future of probiotics in cancer immunotherapy. Front Immunol. 2023;14:1114499.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in RCA: 19]  [Reference Citation Analysis (0)]