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Zhou M, Guan B, Liu Y, Gu Q, Chen W, Xie B, Zhou M, Xiang J, Zhao S, Zhao Q, Yan D. Fibrinogen-like 2 in tumor-associated macrophage-derived extracellular vesicles shapes an immunosuppressive microenvironment in colorectal liver metastases by promoting tumor stemness and neutrophil extracellular traps formation. Cancer Lett 2025; 618:217642. [PMID: 40097065 DOI: 10.1016/j.canlet.2025.217642] [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: 10/03/2024] [Revised: 03/01/2025] [Accepted: 03/14/2025] [Indexed: 03/19/2025]
Abstract
Investigating the mechanisms underlying the development of an immunosuppressive microenvironment within colorectal liver metastases (CRLM) is important for identifying synergistic targets for immunotherapy. The regulatory role of tumor-associated macrophage-derived extracellular vesicles (TAM-EVs) in the immune microenvironment of CRLM has not yet been fully explored. Here, we found that TAM-EVs shaped the immunosuppressive microenvironment at the invasive front in murine CRLM models, thus dampening anti-PD-1 immunotherapy. This environment is characterized by an increased tumor stemness potential and abundant neutrophil extracellular traps (NETs) formation. Mechanistically, TAM-EVs-derived fibrinogen-like 2 (FGL2) interacts with the FCGR2B receptor in tumor cells, which further activates a p-STAT3/IL-1β positive feedback loop to increase the stemness potential of cancer cells, whereas IL-1β mediates the communication between cancer cells and neutrophils. The use of an anti-IL-1β monoclonal antibody can reduce NETs production and synergize with anti-PD-1 immunotherapy, which offers clinical translational significance for CRLM therapy. The FGL2/p-STAT3/IL-1β loop correlates with an immunosuppressive microenvironment and poor prognosis in human patients with CRLM. Our results revealed the potential of enhancing the efficacy of immunotherapy via the targeted clearance of NETs using anti-IL-1β monoclonal antibodies, which have significant clinical translational value in the treatment of CRLM.
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Affiliation(s)
- Menghua Zhou
- Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Bingjie Guan
- Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Youdong Liu
- Department of Gastric Surgery, Fudan University Shanghai Cancer Center, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Qi Gu
- Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Weiwei Chen
- Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Bowen Xie
- Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Mantang Zhou
- Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jianjun Xiang
- Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Senlin Zhao
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China; Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Qian Zhao
- Department of Pathophysiology, Key Laboratory of Cell Differentiation and Apoptosis of National Ministry of Education, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Dongwang Yan
- Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
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Awosika JA, Gulley JL, Pastor DM. Deficient Mismatch Repair and Microsatellite Instability in Solid Tumors. Int J Mol Sci 2025; 26:4394. [PMID: 40362635 PMCID: PMC12072705 DOI: 10.3390/ijms26094394] [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: 03/31/2025] [Revised: 04/26/2025] [Accepted: 04/27/2025] [Indexed: 05/15/2025] Open
Abstract
The integrity of the genome is maintained by mismatch repair (MMR) proteins that recognize and repair base mismatches and insertion/deletion errors generated during DNA replication and recombination. A defective MMR system results in genome-wide instability and the progressive accumulation of mutations. Tumors exhibiting deficient MMR (dMMR) and/or high levels of microsatellite instability (termed "microsatellite instability high", or MSI-H) have been shown to possess fundamental differences in clinical, pathological, and molecular characteristics, distinguishing them from their "microsatellite stable" (MSS) counterparts. Molecularly, they are defined by a high mutational burden, genetic instability, and a distinctive immune profile. Their distinct genetic and immunological profiles have made dMMR/MSI-H tumors particularly amenable to treatment with immune checkpoint inhibitors (ICIs). The ongoing development of biomarker-driven therapies and the evaluation of novel combinations of immune-based therapies, with or without the use of conventional cytotoxic treatment regimens, continue to refine treatment strategies with the goals of maximizing therapeutic efficacy and survival outcomes in this distinct patient population. Moreover, the resultant knowledge of the mechanisms by which these features are suspected to render these tumors more responsive, overall, to immunotherapy may provide information regarding the potential optimization of this therapeutic approach in tumors with proficient MMR (pMMR)/MSS tumors.
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Affiliation(s)
- Joy A. Awosika
- Gastrointestinal Malignancies Section, Thoracic & GI Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - James L. Gulley
- Center for Immuno-Oncology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Danielle M. Pastor
- Center for Immuno-Oncology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
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Kaplan Z, Prezioso E, Jain A, Lavu H, Yeo CJ, Bowne WB, Nevler A. Clinical Implications of Mismatch Repair Deficiency in Pancreatic Ductal Adenocarcinoma. Cancer Med 2025; 14:e70960. [PMID: 40366030 PMCID: PMC12076359 DOI: 10.1002/cam4.70960] [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: 02/25/2025] [Revised: 04/28/2025] [Accepted: 04/30/2025] [Indexed: 05/15/2025] Open
Abstract
BACKGROUND Pancreatic cancer is a highly aggressive and lethal disease, characterized by a limited response to chemotherapy and overall poor prognosis. Pancreatic cancers with a distinct mismatch repair deficiency, although relatively rare, have been shown to be associated with markedly better outcomes in comparison. Furthermore, whereas pancreatic cancers are generally unresponsive to current immunotherapy, this specific group of tumors has been shown to have a notable susceptibility to immune checkpoint inhibitors. AIMS In this review, we aim to summarize the relevant literature regarding mismatch-repair associated pancreatic cancers, the impacted biological mechanisms, and the resulting vulnerabilities for potential opportunistic immunotherapeutic treatment approaches. We will also review the current clinical studies assessing survival outcomes of mismatch repair deficient pancreatic cancers and ongoing clinical trials in this emerging field. RESULTS AND CONCLUSIONS Patients with dMMR/MSI-H pancreatic cancers harbor a distinct phenotype that has increased immune activation, greater responsiveness to immune checkpoint inhibitor therapy and better overall survival when compared to other pancreatic cancers. Although this molecular subtype makes up a small minority of cases, emerging data suggest immunotherapy may offer benefit to these patients.
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Affiliation(s)
- Zachary Kaplan
- Sidney Kimmel Medical CollegePhiladelphiaPennsylvaniaUSA
| | | | - Aditi Jain
- Jefferson Pancreatic, Biliary, and Related Cancer CenterSidney Kimmel Cancer CenterPhiladelphiaPennsylvaniaUSA
| | - Harish Lavu
- Jefferson Pancreatic, Biliary, and Related Cancer CenterSidney Kimmel Cancer CenterPhiladelphiaPennsylvaniaUSA
| | - Charles J. Yeo
- Jefferson Pancreatic, Biliary, and Related Cancer CenterSidney Kimmel Cancer CenterPhiladelphiaPennsylvaniaUSA
| | - Wilbur B. Bowne
- Jefferson Pancreatic, Biliary, and Related Cancer CenterSidney Kimmel Cancer CenterPhiladelphiaPennsylvaniaUSA
| | - Avinoam Nevler
- Jefferson Pancreatic, Biliary, and Related Cancer CenterSidney Kimmel Cancer CenterPhiladelphiaPennsylvaniaUSA
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Zhang X, Zhang P, Dong H, Li L, Lu L, Lv H, Yu X, Yu H. Homologous Recombination Deficiency Is Associated with Shorter Survival in Colorectal Cancer Patients. J Gastrointest Cancer 2025; 56:105. [PMID: 40261491 DOI: 10.1007/s12029-025-01231-x] [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] [Accepted: 04/12/2025] [Indexed: 04/24/2025]
Abstract
BACKGROUND Colorectal cancer (CRC) patients benefit more from immune checkpoint inhibitor therapy, but they only account for around 15% of all patients. The remaining patients still lack effective therapeutic biomarkers to predict their prognosis. METHODS We performed whole-exome sequencing (WES) to analyze 84 CRC specimens, classifying them into different groups based on their microsatellite status (MS), tumor mutation burden (TMB), homologous recombination deficiency (HRD) score, and clinicopathological features, which might be associated with clinical outcomes. Survival analysis and multivariable Cox regression modeling were employed to identify prognostic indicators. Comparative genomic profiling evaluated somatic mutations, copy number variations (CNVs), and pathway activation patterns across clinical subgroups. RESULTS The characteristics of the cohort (N = 84) revealed a median age of 52 years, with a male predominance (61.9%) and a majority of patients presenting with stage IV disease (77%). The HRD-high (HRD-H) subgroup accounted for 16.7%, while 19.0% of cases were microsatellite instability-high (MSI-H) and 22.6% were TMB-high (TMB-H). Multivariable analysis identified HRD-H as an independent predictor of overall survival (OS: HR = 0.19, 95% CI 0.12-0.94, p = 0.002). Comparative genomics demonstrated distinct mutation landscapes between HRD-H and HRD-low subgroups. In microsatellite-stable (MSS) patients, HRD-H status correlated with enriched SMAD4 mutations (p < 0.01) and differential activation of TGF-β/MYC signaling pathways compared to HRD-H-MSI counterparts. CONCLUSION HRD status serves as a novel independent prognostic biomarker in CRC. Our multi-parametric genomic framework delineates stratification-specific molecular signatures, advocating for HRD-integrated molecular diagnostics to optimize CRC management.
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Affiliation(s)
- Xuan Zhang
- Provincial Key Laboratory of Precise Diagnosis and Treatment of Abdominal Infection, School of Medicine, Sir Runrun Shaw Hospital, Zhejiang University, Zhejiang, 310016, P.R. China
- Zhejiang Provincial Key Laboratory of Digital Medical Diagnostic Technology, DiAn Diagnostic Group Co., Ltd. Hangzhou 310020, Zhejiang, P.R. China
| | - Pan Zhang
- Department of Clinical Laboratory, Gongli Hospital of Shanghai Pudong New Area, 219 Miao Pu Road, Shanghai, 200135, China
| | - Hua Dong
- Zhejiang Provincial Key Laboratory of Digital Medical Diagnostic Technology, DiAn Diagnostic Group Co., Ltd. Hangzhou 310020, Zhejiang, P.R. China
| | - Lin Li
- Zhejiang Provincial Key Laboratory of Digital Medical Diagnostic Technology, DiAn Diagnostic Group Co., Ltd. Hangzhou 310020, Zhejiang, P.R. China
| | - Lingling Lu
- Zhejiang Provincial Key Laboratory of Digital Medical Diagnostic Technology, DiAn Diagnostic Group Co., Ltd. Hangzhou 310020, Zhejiang, P.R. China
| | - Hongyuan Lv
- Provincial Key Laboratory of Precise Diagnosis and Treatment of Abdominal Infection, School of Medicine, Sir Runrun Shaw Hospital, Zhejiang University, Zhejiang, 310016, P.R. China
| | - Xin Yu
- Provincial Key Laboratory of Precise Diagnosis and Treatment of Abdominal Infection, School of Medicine, Sir Runrun Shaw Hospital, Zhejiang University, Zhejiang, 310016, P.R. China.
| | - Hong Yu
- Provincial Key Laboratory of Precise Diagnosis and Treatment of Abdominal Infection, School of Medicine, Sir Runrun Shaw Hospital, Zhejiang University, Zhejiang, 310016, P.R. China.
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Chen J, Yu W, Xia X, Zhao Y, Tang Q, Zhang Y, Zhang Y, Zhang H, Zhang Z, Zhang X, Lou J. Pembrolizumab versus bevacizumab plus modified FOLFOX6 in metastatic MSI-H/dMMR colorectal cancer: a multicenter retrospective study with CT evaluation. Front Oncol 2025; 15:1570457. [PMID: 40255436 PMCID: PMC12005986 DOI: 10.3389/fonc.2025.1570457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2025] [Accepted: 03/19/2025] [Indexed: 04/22/2025] Open
Abstract
Objective The optimal therapeutic strategy for metastatic microsatellite instability-high/mismatch repair-deficient (MSI-H/dMMR) colorectal cancer (CRC) remains uncertain. This multicenter retrospective study compared the efficacy and safety of pembrolizumab monotherapy versus bevacizumab combined with modified FOLFOX6 (mFOLFOX6) in this molecularly defined population. Methods Consecutive patients with metastatic MSI-H/dMMR CRC treated with pembrolizumab or bevacizumab plus mFOLFOX6 at two tertiary centers (2017-2024) were analyzed. Dual primary endpoints included overall survival (OS) and progression-free survival (PFS); secondary endpoints encompassed incidence of grade ≥3 treatment-emergent adverse events (AEs). Results Among 58 eligible patients (PE: n=30; BF: n=28), the PE cohort demonstrated a significantly higher objective response rate (ORR) compared to the BF cohort (XX% vs XX%, p=0.030) after a median follow-up of 18.0 months (IQR: 1.0-24.0). Survival analyses revealed superior outcomes in the PE cohort, with a median OS of 12.0 months (95% CI: 10.2-14.1) versus 8.8 months (95% CI: 7.1-9.6) in the BF cohort (HR=0.55, 95% CI: 0.29-0.56; p=0.02). Similarly, median PFS was prolonged in the PE cohort (7.0 months, 95% CI: 5.3-9.3) relative to the BF cohort (3.7 months, 95% CI: 2.2-5.4; HR=0.46, 95% CI: 0.24-0.89; p<0.001). No statistically significant intergroup differences were observed in grade ≥3 treatment-emergent AE rates. Conclusion Pembrolizumab monotherapy significantly improved survival over bevacizumab-based chemotherapy in metastatic MSI-H/dMMR CRC, with a manageable safety profile. These results reinforce PD-1 inhibitors as first-line therapy for this population, while highlighting tumor mutation burden (TMB) and tumor burden as critical biomarkers for personalized strategies.
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Affiliation(s)
- Jiaqi Chen
- Department of Medical Image, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Weiguang Yu
- Department of Emergency Surgery and Orthopaedics, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiaobo Xia
- Department of Gastrointestinal Surgery, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Yang Zhao
- Department of Cancer Center, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Qiang Tang
- Department of Hepatobiliary Surgery, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Yunxiang Zhang
- Department of Medical Image, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Yijie Zhang
- Department of Medical Image, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Haoyu Zhang
- Department of Medical Image, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Zhong Zhang
- Department of Medical Image, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Xiaoyan Zhang
- Department of Medical Image, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Jianghua Lou
- Department of Medical Image, Henan Provincial People’s Hospital, Zhengzhou, China
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Huang C, Tang B, Chen W, Chen J, Zhang H, Bai M. Multiomic traits reveal that critical irinotecan-related core regulator FSTL3 promotes CRC progression and affects ferroptosis. Cancer Cell Int 2025; 25:115. [PMID: 40140870 PMCID: PMC11938592 DOI: 10.1186/s12935-025-03753-7] [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: 12/09/2024] [Accepted: 03/18/2025] [Indexed: 03/28/2025] Open
Abstract
BACKGROUND Irinotecan is a widely used chemotherapy drug in colorectal cancer (CRC). The evolution and prognosis of CRC involve complex mechanisms and depend on the drug administered, especially for irinotecan. However, the specific mechanism and prognostic role of irinotecan-related regulators remain to be elucidated. METHODS Data from public databases were used to explore the multiomic traits of irinotecan-related regulators through bioinformatics analysis. RT‒qPCR, western blotting, transmission electron microscopy and flow cytometry were used as experimental validations. RESULTS Iriscore (irinotecan-related score) was constructed based on irinotecan-related regulators, and a high iriscore predicted a poor prognosis, poor therapeutic response and the MSS/MSI-L status. Single-cell analysis revealed that FSTL3 and TMEM98 were mainly expressed in CRC stem cells. Potential transcription factors (E2F1, STAT1, and TTF2) and therapeutic drugs (telatinib) that target irinotecan-related regulators were identified. FSTL3 was the core risk irinotecan-related regulator. Some ferroptosis regulators (GPX4, HSPB1 and RGS4) and related metabolic pathways (lipid oxidation and ROS metabolism) were correlated significantly with FSTL3. In vitro, irinotecan inhibited the expression of FSTL3 and ferroptotic defence proteins (GPX4 and SLC7A11), and induced lipid peroxidation and intracellular Fe (2+) ions concentration increased. CONCLUSIONS We confirmed that irinotecan-related regulators, especially FSTL3, have effective prognostic value in CRC and speculated that FSTL3 may promote CRC progression and affect ferroptosis, which is beneficial for identifying candidate targeted irinotecan-related regulators and accurate individualized treatment strategies for CRC.
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Affiliation(s)
- Chengyi Huang
- Department of Radiation Oncology, Changhai Hospital Affiliated to Naval Medical University, Shanghai, 200433, China
- Department of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, 310022, China
- Zhejiang Key Laboratory of Radiation Oncology, Hangzhou, Zhejiang, 310022, China
| | - Bufu Tang
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Wenjuan Chen
- Department of Radiation Oncology, Changhai Hospital Affiliated to Naval Medical University, Shanghai, 200433, China
| | - Jinggang Chen
- Department of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, 310022, China
- Zhejiang Key Laboratory of Radiation Oncology, Hangzhou, Zhejiang, 310022, China
| | - Huojun Zhang
- Department of Radiation Oncology, Changhai Hospital Affiliated to Naval Medical University, Shanghai, 200433, China.
| | - Minghua Bai
- Department of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, 310022, China.
- Zhejiang Key Laboratory of Radiation Oncology, Hangzhou, Zhejiang, 310022, China.
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Guo J, Zhang Z. Integrated multi-omics unveils novel immune signature for predicting prognosis in colon cancer patients. Sci Rep 2025; 15:9788. [PMID: 40118975 PMCID: PMC11928561 DOI: 10.1038/s41598-025-85390-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 01/02/2025] [Indexed: 03/24/2025] Open
Abstract
Colon cancer, a prevalent malignancy, is subject to intricate immune modulation, which substantially affects both treatment efficacy and prognostic outcomes. Furthermore, colon cancer is highly heterogeneous, and our comprehensive understanding of its immune microenvironment has not yet been fully realized. There is still ample opportunity for in-depth investigation into the composition and interactions of immune cells within colon cancer, as well as their implications for disease prognosis. In this study, we employed single-cell data from colon cancer to distinguish immune cells from non-immune cells through cluster analysis. Furthermore, we conducted an in-depth analysis of myeloid and T cells, which were categorized into 20 distinct cell subpopulations. Functional enrichment analysis revealed T cells' active involvement in the Fatty Acid Metabolism and Adipogenesis pathways, while immune checkpoint-associated genes (ICGs) were notably upregulated in CD8+ T cells. Subsequent analysis involved calculating gene scores to characterize cell subpopulations, which, when combined with patient survival time analysis, revealed a significant association between the gene characterization score (referred to as "imm-score") and the survival of colon cancer patients. Specifically, the presence of CD8+-ANXA1hi-T cells was linked to shortened overall survival in the high imm-score subgroup. Subsequently, combined with genomic analysis, patients in the high imm-score subgroup exhibited elevated tumor mutation burden (TMB) and heightened activity in both the epithelial-mesenchymal transition (EMT) and Notch signaling pathway. Finally, according to our new algorithm, scores calculated predicted the effectiveness of immunotherapy for patients. The results revealed that patients with lower scores could achieve better therapeutic outcomes with immunotherapy. This study offers an extensive analysis of the interplay between T cells and myeloid cells within colon cancer tissues, exploring their impact on the survival and prognosis of colon cancer patients. Additionally, it unveils the potential significance of the imm-score in colon cancer, potentially indicating a poor prognosis and providing novel insights into the immune-regulatory mechanisms underlying the disease.
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Affiliation(s)
- Jing Guo
- Department of Gastrointestinal and Anorectal Surgery, The Third Central Hospital of Tianjin, 83 Jintang Road, Hedong District, Tianjin, 300170, China
| | - Zili Zhang
- Department of Gastrointestinal and Anorectal Surgery, The Third Central Hospital of Tianjin, 83 Jintang Road, Hedong District, Tianjin, 300170, China.
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Ji X, Wang G, Pan D, Xu S, Lei X. Efficacy and safety of pembrolizumab in advanced gastric and gastroesophageal junction cancer: a systematic review and meta-analysis. BMC Gastroenterol 2025; 25:173. [PMID: 40087572 PMCID: PMC11908035 DOI: 10.1186/s12876-025-03754-w] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Accepted: 03/03/2025] [Indexed: 03/17/2025] Open
Abstract
BACKGROUND Pembrolizumab, a PD-1 inhibitor, has shown potential for treating advanced gastric and gastroesophageal junction (GEJ) cancer. This meta-analysis evaluates its efficacy and safety, alone or combined with chemotherapy, in this population. METHODS A systematic review and meta-analysis were conducted in accordance with PRISMA guidelines. Databases including PubMed, Embase, the Cochrane Central Register of Controlled Trials, and Web of Science were searched up to October 31, 2024. Twelve studies comprising 4,069 patients were included. The primary outcomes were overall survival (OS) and progression-free survival (PFS); secondary outcomes included objective response rate (ORR), adverse events (AEs), and grade ≥ 3 AEs. Effect sizes were calculated using mean differences (MDs) and odds ratios (ORs) with 95% confidence intervals (CIs). RESULTS Pembrolizumab combined with chemotherapy significantly improved OS (MD = 1.92 months; 95% CI: 0.94 to 2.91) and ORR (MD = 11.05%; 95% CI: 6.29 to 15.82) compared to chemotherapy alone. Pembrolizumab monotherapy did not show a significant effect on OS (MD = 0.24 months; 95% CI: -1.15 to 1.63) and was associated with a significant reduction in PFS (MD = -2.28 months; 95% CI: -2.85 to -1.71) compared to chemotherapy alone. For safety, pembrolizumab monotherapy significantly reduced the risk of AEs (OR = 0.68; 95% CI: 0.57 to 0.81) and grade ≥ 3 AEs (OR = 0.39; 95% CI: 0.30 to 0.51) compared to chemotherapy. Pembrolizumab combined with chemotherapy did not significantly alter the risk of AEs (OR = 1.01; 95% CI: 0.90 to 1.13) or grade ≥ 3 AEs (OR = 1.12; 95% CI: 0.99 to 1.27) compared to chemotherapy alone. CONCLUSION Pembrolizumab combined with chemotherapy improves survival and response rates with a manageable safety profile in advanced gastric and GEJ cancers. Monotherapy shows limited efficacy, highlighting the need for combination strategies and patient selection.
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Affiliation(s)
- Xiaoying Ji
- Department of Pharmacy, Yiwu Central Hospital, Yiwu, Zhejiang, 322000, China
| | - Guoping Wang
- Department of Pharmacy, Yiwu Central Hospital, Yiwu, Zhejiang, 322000, China
| | - Dandan Pan
- Department of Pharmacy, Yiwu Central Hospital, Yiwu, Zhejiang, 322000, China
| | - Shanxia Xu
- Quzhou Zhong Da Lang Yuan Nursing Home, Quzhou, Zhejiang, 324000, China
| | - Xinming Lei
- The Quzhou Afliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, Zhejiang, 324000, China.
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Arango-Argoty G, Kipkogei E, Stewart R, Sun GJ, Patra A, Kagiampakis I, Jacob E. Pretrained transformers applied to clinical studies improve predictions of treatment efficacy and associated biomarkers. Nat Commun 2025; 16:2101. [PMID: 40025003 PMCID: PMC11873189 DOI: 10.1038/s41467-025-57181-2] [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: 10/17/2023] [Accepted: 02/13/2025] [Indexed: 03/04/2025] Open
Abstract
Cancer treatment has made significant advancements in recent decades, however many patients still experience treatment failure or resistance. Attempts to identify determinants of response have been hampered by a lack of tools that simultaneously accommodate smaller datasets, sparse or missing measurements, multimodal clinicogenomic data, and that can be interpreted to extract biological or clinical insights. We introduce the Clinical Transformer, an explainable transformer-based deep-learning framework that addresses these challenges. Our framework maximizes data via self-supervised, gradual, and transfer learning, and yields survival predictions surpassing performance of state-of-the-art methods across diverse, independent datasets. The framework's generative capability enables in silico perturbation experiments to test counterfactual hypotheses. By perturbing immune-associated features in immunotherapy-naive patients, we identify a patient subset that may benefit from immunotherapy, and we validate this finding across three independent immunotherapy-treated cohorts. We anticipate our work will empower the scientific community to further harness data for the benefit of patients.
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Affiliation(s)
| | - Elly Kipkogei
- Oncology Data Science, Oncology R&D, AstraZeneca, Waltham, MA, USA
| | - Ross Stewart
- Translational Medicine, Oncology R&D, AstraZeneca, Cambridge, UK
| | - Gerald J Sun
- Oncology Data Science, Oncology R&D, AstraZeneca, Waltham, MA, USA
| | - Arijit Patra
- Clinical Pharmacology & Safety Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | | | - Etai Jacob
- Oncology Data Science, Oncology R&D, AstraZeneca, Waltham, MA, USA.
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10
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Gila F, Khoddam S, Jamali Z, Ghasemian M, Shakeri S, Dehghan Z, Fallahi J. Personalized medicine in colorectal cancer: a comprehensive study of precision diagnosis and treatment. Per Med 2025; 22:59-81. [PMID: 39924822 DOI: 10.1080/17410541.2025.2459050] [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: 07/30/2024] [Accepted: 01/23/2025] [Indexed: 02/11/2025]
Abstract
Colorectal cancer is a common and fatal disease that affects many people globally. CRC is classified as the third most prevalent cancer among males and the second most frequent cancer among females worldwide. The purpose of this article is to examine how personalized medicine might be used to treat colorectal cancer. The classification of colorectal cancer based on molecular profiling, including the detection of significant gene mutations, genomic instability, and gene dysregulation, is the main topic of this discussion. Advanced technologies and biomarkers are among the detection methods that are explored, demonstrating their potential for early diagnosis and precise prognosis. In addition, the essay explores the world of treatment possibilities by providing light on FDA-approved personalized medicine solutions that provide individualized and precise interventions based on patient characteristics. This article assesses targeted treatments like cetuximab and nivolumab, looks at the therapeutic usefulness of biomarkers like microsatellite instability (MSI) and circulating tumor DNA (ctDNA), and investigates new approaches to combat resistance. Through this, our review provides a thorough overview of personalized medicine in the context of colorectal cancer, ultimately highlighting its potential to revolutionize the field and improve patient care.
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Affiliation(s)
- Fatemeh Gila
- Department of Medical Genetics, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Somayeh Khoddam
- Department of Medical Genetics, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Zahra Jamali
- Department of Medical Genetics, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mohmmad Ghasemian
- Department of Medical Genetics, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Shayan Shakeri
- Department of Medical Genetics, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Zeinab Dehghan
- Department of Comparative Biomedical Sciences, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran
- Autoimmune Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Jafar Fallahi
- Department of Molecular Medicine, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran
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11
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Kasai S, Sato E, Sakaguchi C, Sasaki Y. Tumor Lysis Syndrome in a Patient with BRAF V600E Mutated Colon Cancer Treated with Cetuximab and Encorafenib. Intern Med 2025; 64:89-93. [PMID: 38631859 PMCID: PMC11781939 DOI: 10.2169/internalmedicine.2925-23] [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: 09/16/2023] [Accepted: 02/12/2024] [Indexed: 04/19/2024] Open
Abstract
Tumor lysis syndrome (TLS) is a fatal complication associated with chemotherapy. We herein report a case of TLS in a 73-year-old woman with metastatic BRAFV600E mutated colon cancer after she received combined treatment with cetuximab and encorafenib. The serum uric acid, urea nitrogen, and creatinine levels were elevated on day four of the first cycle. The fibrin degradation product (FDP) and D-dimer levels were also high. Diuresis and rasburicase were initiated for TLS, and the laboratory data all normalized on day 8. Thus, the possibility of TLS being induced by targeted drugs in patients with solid tumors, including colorectal cancer, must not be overlooked.
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Affiliation(s)
- Shunsuke Kasai
- Department of Medical Oncology, Rakuwakai-Otowa Hospital, Japan
| | - Etsuko Sato
- Department of Medical Oncology, Rakuwakai-Otowa Hospital, Japan
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12
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Arafat Hossain M. A comprehensive review of immune checkpoint inhibitors for cancer treatment. Int Immunopharmacol 2024; 143:113365. [PMID: 39447408 DOI: 10.1016/j.intimp.2024.113365] [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: 08/25/2024] [Revised: 09/28/2024] [Accepted: 10/05/2024] [Indexed: 10/26/2024]
Abstract
Immunology-based therapies are emerging as an effective cancer treatment, using the body's immune system to target tumors. Immune checkpoints, which regulate immune responses to prevent tissue damage and autoimmunity, are often exploited by cancer cells to avoid destruction. The discovery of checkpoint proteins like PD-1/PD-L1 and CTLA-4 was pivotal in developing cancer immunotherapy. Immune checkpoint inhibitors (ICIs) have shown great success, with FDA-approved drugs like PD-1 inhibitors (Nivolumab, Pembrolizumab, Cemiplimab), PD-L1 inhibitors (Atezolizumab, Durvalumab, Avelumab), and CTLA-4 inhibitors (Ipilimumab, Tremelimumab), alongside LAG-3 inhibitor Relatlimab. Research continues on new checkpoints like TIM-3, VISTA, B7-H3, BTLA, and TIGIT. Biomarkers like PDL-1 expression, tumor mutation burden, interferon-γ presence, microbiome composition, and extracellular matrix characteristics play a crucial role in predicting responses to immunotherapy with checkpoint inhibitors. Despite their effectiveness, not all patients experience the same level of benefit, and organ-specific immune-related adverse events (irAEs) such as rash or itching, colitis, diarrhea, hyperthyroidism, and hypothyroidism may occur. Given the rapid advancements in this field and the variability in patient outcomes, there is an urgent need for a comprehensive review that consolidates the latest findings on immune checkpoint inhibitors, covering their clinical status, biomarkers, resistance mechanisms, strategies to overcome resistance, and associated adverse effects. This review aims to fill this gap by providing an analysis of the current clinical status of ICIs, emerging biomarkers, mechanisms of resistance, strategies to enhance therapeutic efficacy, and assessment of adverse effects. This review is crucial to furthering our understanding of ICIs and optimizing their application in cancer therapy.
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Affiliation(s)
- Md Arafat Hossain
- Department of Pharmacy, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj 8100, Bangladesh.
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13
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Qu F, Wu S, Yu W. Progress of Immune Checkpoint Inhibitors Therapy for pMMR/MSS Metastatic Colorectal Cancer. Onco Targets Ther 2024; 17:1223-1253. [PMID: 39735789 PMCID: PMC11681808 DOI: 10.2147/ott.s500281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2024] [Accepted: 12/12/2024] [Indexed: 12/31/2024] Open
Abstract
Immunotherapy is one of the research hotspots in colorectal cancer field in recent years. The colorectal cancer patients with mismatch repair-deficient (dMMR) or high microsatellite instability (MSI-H) are the primary beneficiaries of immunotherapy. However, the vast majority of colorectal cancers are mismatch repair proficient (pMMR) or microsatellite stability (MSS), and their immune microenvironment is characterized by "cold tumors" that are generally insensitive to single immunotherapy based on immune checkpoint inhibitors (ICIs). Studies have shown that some pMMR/MSS colorectal cancer patients regulate the immune microenvironment by combining other treatments, such as multi-target tyrosine kinase inhibitors, anti-vascular endothelial growth factor (VEGF) monoclonal antibodies, chemotherapy, radiotherapy, anti-epithelial growth factor receptor (EGFR) monoclonal antibodies, and mitogen-activated protein kinase (MAPK) signaling pathway inhibitors and oncolytic viruses, etc. to transform "cold tumor" into "hot tumor", thereby improving the response to immunotherapy. In addition, screening for potential prognostic biomarkers can also enrich the population benefiting from immunotherapy for microsatellite stable colorectal cancer. Therefore, in pMMR or MSS metastatic colorectal cancer (mCRC), the optimization of immunotherapy regimens and the search for effective efficacy prediction biomarkers are currently important research directions. In this paper, we review the progress of efficacy of immunotherapy (mainly ICIs) in pMMR /MSS mCRC, challenges and potential markers, in order to provide research ideas for the development of immunotherapy for mCRC.
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Affiliation(s)
- Fanjie Qu
- Department of Oncology, Affiliated Dalian Third People’s Hospital of Dalian Medical University, Dalian, Liaoning Province, 116033, People’s Republic of China
| | - Shuang Wu
- Department of Oncology, Affiliated Dalian Third People’s Hospital of Dalian Medical University, Dalian, Liaoning Province, 116033, People’s Republic of China
| | - WeiWei Yu
- Department of Oncology, Affiliated Dalian Third People’s Hospital of Dalian Medical University, Dalian, Liaoning Province, 116033, People’s Republic of China
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14
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Park MS, Jeong SD, Shin CH, Cha S, Yu A, Kim EJ, Gorospe M, Cho YB, Won HH, Kim HH. LINC02257 regulates malignant phenotypes of colorectal cancer via interacting with miR-1273g-3p and YB1. Cell Death Dis 2024; 15:895. [PMID: 39695079 DOI: 10.1038/s41419-024-07259-4] [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: 04/05/2024] [Revised: 11/13/2024] [Accepted: 11/21/2024] [Indexed: 12/20/2024]
Abstract
Colorectal cancer (CRC) is the third most common cancer diagnosed and the second leading cause of cancer-related deaths. Emerging evidence has indicated that long non-coding RNAs (lncRNAs) are involved in the progression of various types of cancer. In this study, we aimed to identify potential causal lncRNAs in CRC through comprehensive multilevel bioinformatics analyses, coupled with functional validation. Our bioinformatics analyses identified LINC02257 as being highly expressed in CRC, and associated with poor survival and advanced tumor stages among patients with CRC. Genome-wide association analysis revealed significant associations between variants near LINC02257 and CRC, suggesting a causal role for LINC02257 in CRC. Network analysis identified LINC02257 as playing a key role in the epithelial-mesenchymal transition pathway. Single-cell RNA sequencing showed that elevated expression of LINC02257 was associated with a reduced proportion of epithelial cells. In vitro experiments showed that LINC02257 positively regulated the metastatic and proliferative potential of CRC cells. Mechanistically, LINC02257 affected CRC malignancy by functioning as a competitive endogenous RNA of microRNAs and RNA-binding proteins. LINC02257 upregulated SERPINE1 by sequestering tumor suppressive miR-1273g-3p, thereby increasing metastatic and proliferative abilities of CRC cells. Additionally, LINC02257 directly interacted with YB1 and induced its phosphorylation, thereby facilitating YB1 nuclear translocation. The transcriptional activation of YB1 target genes was associated with the oncogenic functions of LINC02257. Taken together, our results demonstrate LINC02257 as a promising therapeutic target for CRC treatment.
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Affiliation(s)
- Mi-So Park
- Department of Digital Health, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, 06351, Republic of Korea
| | - Seong Dong Jeong
- Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, 06351, Republic of Korea
| | - Chang Hoon Shin
- Laboratory of Genetics and Genomics, National Institute on Aging Intramural Research Program, National Institutes of Health, Baltimore, MD, 21224, USA
| | - Soojin Cha
- Department of Digital Health, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, 06351, Republic of Korea
| | - Ahran Yu
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Republic of Korea
| | - Eun Ju Kim
- Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, 06351, Republic of Korea
- Research Institute for Future Medicine, Samsung Medical Center, Seoul, 06351, Republic of Korea
| | - Myriam Gorospe
- Laboratory of Genetics and Genomics, National Institute on Aging Intramural Research Program, National Institutes of Health, Baltimore, MD, 21224, USA
| | - Yong Beom Cho
- Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, 06351, Republic of Korea.
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Republic of Korea.
- Department of Biopharmaceutical Convergence, Sungkyunkwan University, Gyeonggi-do, 16419, Republic of Korea.
| | - Hong-Hee Won
- Department of Digital Health, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, 06351, Republic of Korea.
- Samsung Genome Institute, Samsung Medical Center, Seoul, 06351, Republic of Korea.
| | - Hyeon Ho Kim
- Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, 06351, Republic of Korea.
- Research Institute for Future Medicine, Samsung Medical Center, Seoul, 06351, Republic of Korea.
- Department of MetaBioHealth, SKKU Institute for Convergence, Sungkyunkwan University, Gyeonggi-do, 16419, Republic of Korea.
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15
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Fakih M, Sandhu J, Li X, Wang C. Liver metastases and peritoneal metastases and response to checkpoint inhibitors in metastatic colorectal cancer with microsatellite instability. Oncologist 2024; 29:1052-1058. [PMID: 39321179 PMCID: PMC11630756 DOI: 10.1093/oncolo/oyae249] [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: 08/22/2023] [Accepted: 08/13/2024] [Indexed: 09/27/2024] Open
Abstract
BACKGROUND There have been conflicting reports on the predictive impact of metastatic disease sites on the response to checkpoint inhibitors (CPI) in microsatellite instability (MSI) metastatic colorectal cancers (mCRC). Recent studies have highlighted peritoneal metastases, ascites, and liver metastases as possible indicators of resistance to CPI. METHODS We performed a detailed analysis of high microsatellite instability (MSI-H) mCRC treated with programmed cell death (PD-1) or PD-1/cytotoxic T-lymphocyte-associated protein 4 CPI in a single center. Overall response rate (ORR), progression-free survival (PFS), overall survival (OS), and stable disease but with complete pathological response upon resection (SDcPR) were analyzed by the presence of liver metastases, peritoneal metastases, or absence of either. The impact of number and size of liver metastases on clinical outcomes were also interrogated. RESULTS Thirty-five patients with MSI mCRC were included in the analysis. Patients with peritoneal metastatic disease had lower ORR and shorter PFS compared to patients without liver and peritoneal metastases. Contrary to recent reports, ORR and ORR + SDcPR rates were high in patients with liver metastases, at 58% and 66%, respectively. In the liver metastases category, a better response rate was noted for patients with<5 lesions compared to patients with more than 5 lesions. Patients who responded had a higher median tumor mutation burden than patients with progressive disease. CONCLUSIONS In MSI mCRC, no single clinical characteristic was sufficient to preclude CPI response. Peritoneal metastatic disease was associated with numerically lower ORR and shorter PFS. In contrast, liver metastases do not predict poor outcome.
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Affiliation(s)
- Marwan Fakih
- Department of Medical Oncology and Therapeutics Research, City of Hope Comprehensive Cancer Center, Duarte, CA, United States
| | - Jaideep Sandhu
- Department of Medical Oncology and Therapeutics Research, City of Hope Comprehensive Cancer Center, Duarte, CA, United States
| | - Xiaochen Li
- Division of Biostatistics, Department of Computational and Quantitative Medicine, City of Hope Comprehensive Cancer Center, Duarte, CA, United States
| | - Chongkai Wang
- Department of Medical Oncology and Therapeutics Research, City of Hope Comprehensive Cancer Center, Duarte, CA, United States
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16
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Ma LX, Titmuss E, Loree JM, Jonker DJ, Kennecke HF, Berry S, Couture F, Ahmad CE, Goffin JR, Kavan P, Harb M, Colwell B, Samimi S, Samson B, Abbas T, Aucoin N, Aubin F, Koski S, Tu D, O’Callaghan C, Chen EX. Plasma arginine as a predictive biomarker for outcomes with immune checkpoint inhibition in metastatic colorectal cancer: a correlative analysis of the CCTG CO.26 trial. J Immunother Cancer 2024; 12:e010094. [PMID: 39631846 PMCID: PMC11624738 DOI: 10.1136/jitc-2024-010094] [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: 07/23/2024] [Accepted: 11/11/2024] [Indexed: 12/07/2024] Open
Abstract
BACKGROUND Nutritional stress is a mechanism that allows tumor cells to evade the immune system. Arginine (ARG), an amino acid involved in immunomodulation, aids in regulating T-lymphocyte cell activity and the antitumor response. ARG deficiency in the tumor microenvironment can impair T-cell response while ARG supplementation may promote antitumor immune activity. In this exploratory post hoc analysis of the randomized phase II CO.26 trial, we investigated the role of plasma ARG in predicting response to immune checkpoint inhibitors (ICI) in patients with microsatellite stable refractory metastatic colorectal cancer (mCRC). METHODS CO.26 randomized patients with refractory mCRC to durvalumab plus tremelimumab (D+T) versus best supportive care (BSC). Plasma ARG concentrations were determined from pretreatment blood samples using high-performance liquid chromatography-tandem mass spectrometry. The median plasma ARG value was used as a cut-off stratifying patients into ARG-high (≥10 700 ng/mL) versus ARG-low (<10 700 ng/mL) groups. Overall survival (OS) was estimated using the Kaplan-Meier method and compared using the log-rank test. Cox proportional hazard models were used to analyze the prognostic and predictive impacts of ARG on OS. RESULTS Of 180 patients enrolled in CO.26, 161 (N=114 treated with D+T and 47 BSC) had pretreatment blood samples for ARG analysis. There were no significant differences in baseline characteristics between patients included in this analysis and the total study patients, or between ARG-high and ARG-low patients. In the BSC arm, the median OS was 3.09 months for ARG-high versus 4.27 months for ARG-low patients (univariable HR 0.89 (0.49-1.65), p=0.72). In the D+T arm, the median OS was 7.62 months for ARG-high versus 5.27 months for ARG-low patients (univariable HR 0.68, (0.48-1.0], p=0.048). In ARG-high patients, D+T significantly improved OS (median OS 7.62 months with D+T vs 3.09 months BSC; HR 0.61 (0.37-0.99), p=0.047; adjusted p=0.042 for interaction). In ARG-low patients there was no OS benefit with D+T (median OS 5.27 months D+T vs 4.27 months BSC; HR 0.87 (0.52-1.46), p=0.61). CONCLUSION High baseline plasma ARG was predictive of improved OS in patients with mCRC treated with D+T. Further investigations are needed to validate ARG as a biomarker. Therapeutic approaches targeting the ARG pathway may augment ICI activity. TRIAL REGISTRATION NUMBER NCT02870920.
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Affiliation(s)
- Lucy X Ma
- Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Emma Titmuss
- BC Cancer - Vancouver, Vancouver, British Columbia, Canada
| | | | - Derek J Jonker
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | | | - Scott Berry
- Trillium Health Partners, Mississauga, Ontario, Canada
| | - Felix Couture
- Centre de recherche de l'Hotel-Dieu de Quebec, Quebec, Canada, Canada
| | | | | | - Petr Kavan
- Segal Cancer Centre, Montreal, Quebec, Canada
| | | | - Bruce Colwell
- Queen Elizabeth II Health Sciences Centre, Halifax, Nova Scotia, Canada
| | - Setareh Samimi
- Hopital du Sacre-Coeur de Montreal, Montreal, Quebec, Canada
| | - Benoit Samson
- Hopital Charles-Lemoyne, Greenfield Park, Quebec, Canada
| | - Tahir Abbas
- Saskatoon Cancer Centre, Saskatoon, Saskatchewan, Canada
| | | | - Francine Aubin
- Centre Hospitalier de l'Universite de Montreal, Montreal, Quebec, Canada
| | - Sheryl Koski
- Cross Cancer Institute, Edmonton, Alberta, Canada
| | - Dongsheng Tu
- Canadian Cancer Trials Group, Kingston, Ontario, Canada
| | - Christopher O’Callaghan
- Canadian Cancer Trials Group, Kingston, Ontario, Canada
- Public Health Sciences, Queen’s University, Kingston, New York, Canada
| | - Eric X Chen
- Princess Margaret Cancer Centre, Toronto, Ontario, Canada
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17
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Ahuja S, Zaheer S. The evolution of cancer immunotherapy: a comprehensive review of its history and current perspectives. KOREAN JOURNAL OF CLINICAL ONCOLOGY 2024; 20:51-73. [PMID: 39778508 PMCID: PMC11717579 DOI: 10.14216/kjco.24009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Revised: 10/24/2024] [Accepted: 11/19/2024] [Indexed: 01/11/2025]
Abstract
Cancer immunotherapy uses the body's immune system to combat cancer, marking a significant advancement in treatment. This review traces its evolution from the late 19th century to its current status. It began with William Coley's pioneering work using bacterial toxins to stimulate the immune system against cancer cells, establishing the foundational concept of immunotherapy. In the mid-20th century, cytokine therapies like interferons and interleukins emerged, demonstrating that altering the immune response could reduce tumors and highlighting the complex interplay between cancer and the immune system. The discovery of immune checkpoints, regulatory pathways that prevent autoimmunity but are exploited by cancer cells to evade detection, was a pivotal development. Another major breakthrough is CAR-T cell therapy, which involves modifying a patient's T cells to target cancer-specific antigens. This personalized treatment has shown remarkable success in certain blood cancers. Additionally, cancer vaccines aim to trigger immune responses against tumor-specific or associated antigens, and while challenging, ongoing research is improving their efficacy. The historical progression of cancer immunotherapy, from Coley's toxins to modern innovations like checkpoint inhibitors and CAR-T cell therapy, underscores its transformative impact on cancer treatment. As research delves deeper into the immune system's complexities, immunotherapy is poised to become even more crucial in oncology, offering renewed hope to patients globally.
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Affiliation(s)
- Sana Ahuja
- Department of Pathology, Safdarjung Hospital, Vardhman Mahavir Medical College, New Delhi, India
| | - Sufian Zaheer
- Department of Pathology, Safdarjung Hospital, Vardhman Mahavir Medical College, New Delhi, India
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18
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Williams CJM, Peddle AM, Kasi PM, Seligmann JF, Roxburgh CS, Middleton GW, Tejpar S. Neoadjuvant immunotherapy for dMMR and pMMR colorectal cancers: therapeutic strategies and putative biomarkers of response. Nat Rev Clin Oncol 2024; 21:839-851. [PMID: 39317818 DOI: 10.1038/s41571-024-00943-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/04/2024] [Indexed: 09/26/2024]
Abstract
Approximately 15% of locally advanced colorectal cancers (CRC) have DNA mismatch repair deficiency (dMMR), resulting in high microsatellite instability and a high tumour mutational burden. These cancers are frequently sensitive to therapy with immune-checkpoint inhibitors (ICIs) in the metastatic setting. This sensitivity seems to be even more pronounced in locally advanced disease, and organ preservation has become a realistic aim in ongoing clinical trials involving patients with dMMR rectal cancer. By contrast, metastatic CRCs with proficient DNA mismatch repair (pMMR) are generally resistant to ICIs, although a proportion of locally advanced pMMR tumours seem to have a high degree of sensitivity to ICIs. In this Review, we describe the current and emerging clinical evidence supporting the use of neoadjuvant ICIs in patients with dMMR and pMMR CRC, and the potential advantages (based on a biological rationale) of such an approach. We discuss how neoadjuvant 'window-of-opportunity' trials are being leveraged to progress biomarker discovery and we provide an overview of potential predictive biomarkers of response to ICIs, exploring the challenges faced when evaluating such biomarkers in biopsy-derived samples. Lastly, we describe how these discoveries might be used to drive a rational approach to trialling novel immunotherapeutic strategies in patients with pMMR CRC, with the ultimate aim of disease eradication and the generation of long-term immunosurveillance.
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Affiliation(s)
| | | | - Pashtoon M Kasi
- Department of Gastrointestinal Oncology, City of Hope Orange County Lennar Foundation Cancer Center, Irvine, CA, USA
| | - Jenny F Seligmann
- Division of Oncology, Leeds Institute of Medical Research, University of Leeds, Leeds, UK
| | | | - Gary W Middleton
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
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19
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Colas C, Guerrini-Rousseau L, Suerink M, Gallon R, Kratz CP, Ayuso É, Brugières L, Wimmer K. ERN GENTURIS guidelines on constitutional mismatch repair deficiency diagnosis, genetic counselling, surveillance, quality of life, and clinical management. Eur J Hum Genet 2024; 32:1526-1541. [PMID: 39420201 PMCID: PMC11607302 DOI: 10.1038/s41431-024-01708-6] [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: 03/27/2024] [Revised: 09/09/2024] [Accepted: 09/25/2024] [Indexed: 10/19/2024] Open
Abstract
Constitutional mismatch repair deficiency (CMMRD), first described 25 years ago, confers an extremely high and lifelong cancer risk, including haematologic, brain, and gastrointestinal tract malignancies, and is associated with several non-neoplastic features. Our understanding of this condition has improved and novel assays to assist CMMRD diagnosis have been developed. Surveillance protocols need adjustment taking into account recent observational prospective studies assessing their effectiveness. Response to immune checkpoint inhibitors and the effectiveness and toxicity of other treatments have been described. An update and merging of the different guidelines on diagnosis and clinical management of CMMRD into one comprehensive guideline was needed. Seventy-two expert members of the European Reference Network GENTURIS and/or the European care for CMMRD consortium and one patient representative developed recommendations for CMMRD diagnosis, genetic counselling, surveillance, quality of life, and clinical management based on a systematic literature search and comprehensive literature review and a modified Delphi process. Recommendations for the diagnosis of CMMRD provide testing criteria, propose strategies for CMMRD testing, and define CMMRD diagnostic criteria. Recommendations for surveillance cover each CMMRD-associated tumour type and contain information on starting age, frequency, and surveillance modality. Recommendations for clinical management cover cancer treatment, management of benign tumours or non-neoplastic features, and chemoprevention. Recommendations also address genetic counselling and quality of life. Based on existing guidelines and currently available data, we present 82 recommendations to improve and standardise the care of CMMRD patients in Europe. These recommendations are not meant to be prescriptive and may be adjusted based on individual decisions.
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Affiliation(s)
| | | | - Manon Suerink
- Department of Clinical Genetics, Leiden University Medical Centre, Leiden, the Netherlands
| | - Richard Gallon
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Christian P Kratz
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | | | | | - Katharina Wimmer
- Institute of Human Genetics, Medical University of Innsbruck, Innsbruck, Austria.
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20
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Liu J, Zhang X, Ren Q, Song C, Yu J, Cai Y, Chen D. Negative response to immunotherapy in dMMR or MSI-H gastric cancer with APC and PTEN mutations: a case report. Front Oncol 2024; 14:1484802. [PMID: 39669365 PMCID: PMC11634749 DOI: 10.3389/fonc.2024.1484802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Accepted: 11/11/2024] [Indexed: 12/14/2024] Open
Abstract
Background Microsatellite instability-high (MSI-H) or deficient mismatch repair (dMMR) represents a distinct molecular phenotype observed in malignant tumors. These tumors typically exhibit high levels of programmed cell death 1 ligand 1 (PD-L1) expression and high tumor mutational burden (TMB), resulting in an enhanced response to immune checkpoint inhibitors (ICI) therapy. The emergence of ICI has transformed the therapeutic strategy of gastric cancer (GC). Immune checkpoint blockade significantly improves the survival of gastric cancer patients, especially those with MSI-H or dMMR. However, it's worth noting that not all patients with MSI-H respond favorably to this treatment. It has been reported that factors such as tumor heterogeneity, alterations in the tumor microenvironment, and aberrant activation of tumor-related signaling pathways have been linked with resistance to ICI therapy. Case presentation Here, we describe a case of dMMR and MSI-H GC with adenomatous polyposis coli (APC) and phosphatase and tensin homolog deleted on chromosome ten (PTEN) mutations that failed to respond to anti-PD-1 combined with anti-HER2 (human epidermal growth factor receptor-2) therapy and chemotherapy. We attempted to elucidate the underlying causes and mechanisms behind this lack of response, and to provide new insights into treatment options for these patients. Conclusions Mutations of key genes within tumor-related signaling pathways and the infiltration of CD8+T cells in the tumor microenvironment may influence the efficacy of immunotherapy for MSI-H solid tumors.
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Affiliation(s)
- Jiang Liu
- *Correspondence: Jiang Liu, ; Dadong Chen,
| | | | | | | | | | | | - Dadong Chen
- Department of Oncology, The Affiliated Xinghua People’s Hospital, Medical School of Yangzhou University, Xinghua, Jiangsu, China
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21
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Li X, Liu X, Wang M, Zhang X, Zhang Z, Xue L, Xu Q, Ye J, Hao M, Zhang C. Small-Molecule Therapeutics Achieve Multiple Mechanism-Mediated Sensitizations of Colorectal Cancer to Immune Checkpoint Blockade via Neutrophil Micropharmacies. NANO LETTERS 2024; 24:14531-14540. [PMID: 39405472 DOI: 10.1021/acs.nanolett.4c03678] [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: 11/14/2024]
Abstract
Immune checkpoint blockade (ICB) therapy has been approved for colorectal cancer (CRC). However, response rates are variable and often <50%. The low tumor immunogenicity and immunosuppressive tumor microenvironment (TME) jointly contribute to this suboptimal response rate. This study confirmed the potential of combining immunogenic cell death (ICD) inducer irinotecan (IRI) and transforming growth factor-β (TGF-β) inhibitor galunisertib (GAL) to improve tumor immunogenicity and remodel the immunosuppressive TME. Moreover, to ameliorate the in vivo delivery barriers associated with small molecules, neutrophil micropharmacies (NOG) were developed for the codelivery of IRI and GAL, which loaded the commercial liposome formulation of IRI (ONIVYDE, ONI) intracellularly and conjugated the pH-responsive GAL liposome (GLP) on the cell surface. This neutrophil-based formulation resulted in a >4-fold increase in the ratios of the amount of both IRI and GAL accumulated in tumors to the dosage administration, effectively achieving multiple mechanism-mediated sensitization of CRC to ICB therapy.
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Affiliation(s)
- Xiuqi Li
- State Key Laboratory of Natural Medicines, Center of Advanced Pharmaceuticals and Biomaterials, China Pharmaceutical University, Nanjing 211198, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
| | - Xuwentai Liu
- State Key Laboratory of Natural Medicines, Center of Advanced Pharmaceuticals and Biomaterials, China Pharmaceutical University, Nanjing 211198, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
| | - Meng Wang
- State Key Laboratory of Natural Medicines, Center of Advanced Pharmaceuticals and Biomaterials, China Pharmaceutical University, Nanjing 211198, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
| | - Xinyi Zhang
- State Key Laboratory of Natural Medicines, Center of Advanced Pharmaceuticals and Biomaterials, China Pharmaceutical University, Nanjing 211198, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
| | - Ziyao Zhang
- State Key Laboratory of Natural Medicines, Center of Advanced Pharmaceuticals and Biomaterials, China Pharmaceutical University, Nanjing 211198, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
| | - Lingjing Xue
- State Key Laboratory of Natural Medicines, Center of Advanced Pharmaceuticals and Biomaterials, China Pharmaceutical University, Nanjing 211198, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
| | - Qianqian Xu
- State Key Laboratory of Natural Medicines, Center of Advanced Pharmaceuticals and Biomaterials, China Pharmaceutical University, Nanjing 211198, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
| | - Juanjuan Ye
- State Key Laboratory of Natural Medicines, Center of Advanced Pharmaceuticals and Biomaterials, China Pharmaceutical University, Nanjing 211198, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
| | - Meixi Hao
- State Key Laboratory of Natural Medicines, Center of Advanced Pharmaceuticals and Biomaterials, China Pharmaceutical University, Nanjing 211198, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
| | - Can Zhang
- State Key Laboratory of Natural Medicines, Center of Advanced Pharmaceuticals and Biomaterials, China Pharmaceutical University, Nanjing 211198, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
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22
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Dowdell AK, Meng RC, Vita A, Bapat B, Hanes D, Chang SC, Harold L, Wong C, Poon H, Schroeder B, Weerasinghe R, Leidner R, Urba WJ, Bifulco CB, Piening BD. Widespread Adoption of Precision Anticancer Therapies After Implementation of Pathologist-Directed Comprehensive Genomic Profiling Across a Large US Health System. JCO Oncol Pract 2024; 20:1523-1532. [PMID: 39531849 PMCID: PMC11623383 DOI: 10.1200/op.24.00226] [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: 03/14/2024] [Revised: 06/25/2024] [Accepted: 08/16/2024] [Indexed: 11/16/2024] Open
Abstract
PURPOSE Precision therapies and immunotherapies have revolutionized cancer care, with novel genomic biomarker-associated therapies being introduced into clinical practice rapidly, resulting in notable gains in patient survival. Despite this, there is significant variability in the utilization of tumor molecular profiling that spans the timing of test ordering, comprehensiveness of gene panels, and clinical decision support through therapy and trial recommendations. METHODS To standardize testing, we designed a pathologist-directed test ordering system at the time of diagnosis using a 523-gene DNA/RNA hybrid comprehensive genomic profiling (CGP) panel and extensive clinical decision support tools. To comprehensively characterize the clinical impact of this protocol, we developed a novel natural language processing (NLP)-based approach to extract clinical features from physician chart notes. We assessed test actionability rates, therapy choice, and outcomes across a set of 3,216 patients with advanced cancer. RESULTS We observed 49% of patients had at least one actionable genomic biomarker-driven-approved and/or guideline-recommended targeted or immunotherapy (IO) and 53% of patients would have been eligible for a precision therapy clinical trial from three large basket trials. When assessing CGP versus an in silico 50-gene panel, 67% of tumors compared with 33% harbored actionable alterations including clinical trials. Among patients with 6 months or more of follow-up, over 52% received a targeted therapy (TT) or IO, versus 32% who received conventional chemotherapy alone. Furthermore, patients receiving TT had significantly improved overall survival compared with patients receiving chemotherapy alone (P < .001). CONCLUSION Overall, these data represent a major shift in standard clinical practice toward molecularly guided treatments (targeted and immunotherapies) over conventional systemic chemotherapy. As guidelines continue to evolve and more precision therapeutics gain approval, we expect this gap to continue to widen.
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Affiliation(s)
- Alexa K. Dowdell
- Providence Health, Portland, OR
- Earle A. Chiles Research Institute, Portland, OR
| | - Ryan C. Meng
- Providence Health, Portland, OR
- Earle A. Chiles Research Institute, Portland, OR
| | | | | | | | | | - Lauren Harold
- Providence Health, Portland, OR
- Earle A. Chiles Research Institute, Portland, OR
| | | | | | | | | | - Rom Leidner
- Providence Health, Portland, OR
- Earle A. Chiles Research Institute, Portland, OR
| | - Walter J. Urba
- Providence Health, Portland, OR
- Earle A. Chiles Research Institute, Portland, OR
| | - Carlo B. Bifulco
- Providence Health, Portland, OR
- Earle A. Chiles Research Institute, Portland, OR
| | - Brian D. Piening
- Providence Health, Portland, OR
- Earle A. Chiles Research Institute, Portland, OR
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23
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Xu X, Yang A, Han Y, Li S, Hao G, Cui N. Pancancer analysis of the interactions between CTNNB1 and infiltrating immune cell populations. Medicine (Baltimore) 2024; 103:e40186. [PMID: 39495984 PMCID: PMC11537592 DOI: 10.1097/md.0000000000040186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 10/03/2024] [Indexed: 11/06/2024] Open
Abstract
Recently, evidence has indicated that CTNNB1 is important in a variety of malignancies. However, how CTNNB1 interacts with immune cell infiltration remains to be further investigated. In this study, we focused on the correlations between CTNNB1 and tumorigenesis, tumor progression, mutation, phosphorylation, and prognosis via gene expression profiling interaction analysis; TIMER 2.0, cBioPortal, GTEx, CPTAC, and GEPIA2 database analyses; and R software. CTNNB1 mutations are most found in uterine endometrioid carcinoma and hepatocellular carcinoma. However, no CTNNB1 mutations were found to be associated with a poor prognosis. In addition, CTNNB1 DNA methylation levels were higher in normal tissues than in tumor tissues in cancer except for breast invasive carcinoma, which had higher methylation levels in tumor tissues. The phosphorylation level of the S675 and S191 sites of CTNNB1 was greater in the primary tumor tissues in the clear cell renal cell carcinoma, liver hepatocellular carcinoma, lung adenocarcinoma, pancreatic adenocarcinoma, and breast cancer datasets but not in the glioblastoma multiform dataset. As for, with respect to immune infiltration, CD8 + T-cell infiltration was negatively correlated with the expression of CTNNB1 in thymoma and uterine corpus endometrial carcinoma. The CTNNB1 level was found to be positively associated with the infiltration index of the corresponding fibroblasts in the TCGA tumors of colon adenocarcinoma, human papillomavirus-negative head and neck squamous cell carcinoma, mesothelioma, testicular germ cell tumor, and thymoma. We also identified the top CTNNB1-correlated genes in the TCGA projects and analyzed the expression correlation between CTNNB1 and selected target genes, including PPP4R2, RHOA, and SPRED1. Additionally, pathway enrichment suggested that NUMB is involved in the Wnt pathway. This study highlights the predictive role of CTNNB1 across cancers, suggesting that CTNNB1 might serve as a potential biomarker for the diagnosis and prognosis evaluation of various malignant tumors.
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Affiliation(s)
- Xiaoyuan Xu
- Department of Reproductive Medicine, Hebei Key Laboratory of Infertility and Genetics, Hebei Clinical Research Center for Birth Defects, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Aimin Yang
- Department of Reproductive Medicine, Hebei Key Laboratory of Infertility and Genetics, Hebei Clinical Research Center for Birth Defects, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Yan Han
- Department of Reproductive Medicine, Hebei Key Laboratory of Infertility and Genetics, Hebei Clinical Research Center for Birth Defects, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Siran Li
- Department of Reproductive Medicine, Hebei Key Laboratory of Infertility and Genetics, Hebei Clinical Research Center for Birth Defects, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Guimin Hao
- Department of Reproductive Medicine, Hebei Key Laboratory of Infertility and Genetics, Hebei Clinical Research Center for Birth Defects, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Na Cui
- Department of Reproductive Medicine, Hebei Key Laboratory of Infertility and Genetics, Hebei Clinical Research Center for Birth Defects, The Second Hospital of Hebei Medical University, Shijiazhuang, China
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24
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Gao W, Yuan H, Yin S, Deng R, Ji Z. Identification of three subtypes of ovarian cancer and construction of prognostic models based on immune-related genes. J Ovarian Res 2024; 17:208. [PMID: 39434163 PMCID: PMC11492668 DOI: 10.1186/s13048-024-01526-w] [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: 05/27/2024] [Accepted: 10/01/2024] [Indexed: 10/23/2024] Open
Abstract
BACKGROUND Immunotherapy has revolutionized the treatment of ovarian cancer (OC), but different immune microenvironments often constrain the efficacy of immunotherapeutic interventions. Therefore, there is an imperative to delineate novel immune subtypes for development of efficacious immunotherapeutic strategies. METHODS The immune subtypes of OC were identified by consensus cluster analysis. The differences in clinical features, genetic mutations, mRNA stemness (mRNAsi) and immune microenvironments were analyzed among subtypes. Subsequently, prognostic risk models were constructed based on differentially expressed genes (DEGs) of the immune subtypes using weighted correlation network analysis. RESULTS OC patients were classified into three immune subtypes with distinct survival rates and clinical features. Different subtypes exhibited varying tumor mutation burdens, homologous recombination deficiencies, and mRNAsi levels. Significant differences were observed among immune subtypes in terms of immune checkpoint expression and immunogenic cell death. Prognostic risk models were validated as independent prognostic factors demonstrated great predictive performance for survival of OC patients. CONCLUSION In this study, three distinct immune subtypes were identified based on gene sets related to vaccine response, with the C2 subtype exhibiting significantly worse prognosis. While no statistically significant differences in tumor mutation burden (TMB) were observed across the three subtypes, the homologous recombination deficiency (HRD) score and mRNA stemness index (mRNAsi) were notably elevated in the C2 group compared to the others. Immune infiltration analysis indicated that the C2 subtype may have an increased presence of regulatory T (Treg) cells, potentially contributing to a more favorable response to combination therapies involving PARP inhibitors and immunotherapy. These findings offer a precision medicine approach for tailoring immunotherapy in ovarian cancer patients. Moreover, the C3 subtype demonstrated significantly lower expression levels of immune checkpoint genes, a pattern validated by independent datasets, and associated with a better prognosis. Further investigation revealed that the immune-related gene FCRL5 correlates with ovarian cancer prognosis, with in vitro experiments showing that it influences the proliferation and migration of the ovarian cancer cell line SKOV3.
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Affiliation(s)
- Wen Gao
- Department of Gynecologic Oncology, Zhejiang Cancer Hospital,Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, 310022, China
| | - Hui Yuan
- Key Laboratory of Digital Technology in Medical Diagnostics of Zhejiang Province, Dian Diagnostics Group Co., Ltd, Hangzhou City, Zhejiang, 310022, China
| | - Sheng Yin
- Department of Obstetrics and Gynecology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Renfang Deng
- Department of Oncology, The Second Hospital of Zhuzhou City, Zhuzhou, 412000, China.
| | - Zhaodong Ji
- Department of Laboratory Medicine, Huashan Hospital, Fudan University, Shanghai, 200040, China.
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25
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Hamid MA, Pammer LM, Lentner TK, Doleschal B, Gruber R, Kocher F, Gasser E, Jöbstl A, Seeber A, Amann A. Immunotherapy for Microsatellite-Stable Metastatic Colorectal Cancer: Can we close the Gap between Potential and Practice? Curr Oncol Rep 2024; 26:1258-1270. [PMID: 39080202 PMCID: PMC11480176 DOI: 10.1007/s11912-024-01583-w] [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: 07/11/2024] [Indexed: 10/17/2024]
Abstract
PURPOSE OF REVIEW This review will explore various strategies to rendering MSS mCRCs susceptible to ICI. Moreover, we will provide an overview of potential biomarkers that may aid to better patient selection, and discuss ongoing efforts in this area of research. RECENT FINDINGS Colorectal cancer (CRC) ranks among the top three most common cancers worldwide. While significant advances in treatment strategies have improved the prognosis for patients in the early stages of the disease, treatment options for metastatic CRC (mCRC) remain limited. Although immune checkpoint inhibitors (ICI) have revolutionized the treatment of several malignancies, its efficacy in mCRC is largely confined to patients exhibiting a high microsatellite instability status (MSI-H). However, the vast majority of mCRC patients do not exhibit a MSI-H, but are microsatellite stable (MSS). In these patients ICIs are largely ineffective. So far, ICIs do not play a crucial role in patients with MSS mCRC, despite the promising data for inducing long-term remissions in other tumour entities. For this reason, novel treatment strategies are needed to overcome the primary resistance upon ICI in patients with MSS.
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Affiliation(s)
- Marwa Abdel Hamid
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Lorenz M Pammer
- Department of Gastroenterology and Hepatology, Medical University of Innsbruck, Innsbruck, Austria
| | - Theresa K Lentner
- Clinical Department for Internal Medicine, University Hospital St. Poelten, Karl Landsteiner University of Health Sciences, St. Poelten, Austria
| | - Bernhard Doleschal
- Department of Internal Medicine I for Hematology With Stem Cell Transplantation, Hemostaseology and Medical Oncology, Ordensklinikum Linz, Linz, Austria
- Medical Faculty, Johannes Kepler University Linz, Linz, Austria
| | - Rebecca Gruber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Florian Kocher
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Elisabeth Gasser
- Department of Visceral, Transplant and Thoracic Surgery, Center of Operative Medicine, Medical University of Innsbruck, Innsbruck, Austria
| | - Anna Jöbstl
- Department of Radiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Arno Amann
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria.
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26
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Budczies J, Kazdal D, Menzel M, Beck S, Kluck K, Altbürger C, Schwab C, Allgäuer M, Ahadova A, Kloor M, Schirmacher P, Peters S, Krämer A, Christopoulos P, Stenzinger A. Tumour mutational burden: clinical utility, challenges and emerging improvements. Nat Rev Clin Oncol 2024; 21:725-742. [PMID: 39192001 DOI: 10.1038/s41571-024-00932-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/23/2024] [Indexed: 08/29/2024]
Abstract
Tumour mutational burden (TMB), defined as the total number of somatic non-synonymous mutations present within the cancer genome, varies across and within cancer types. A first wave of retrospective and prospective research identified TMB as a predictive biomarker of response to immune-checkpoint inhibitors and culminated in the disease-agnostic approval of pembrolizumab for patients with TMB-high tumours based on data from the Keynote-158 trial. Although the applicability of outcomes from this trial to all cancer types and the optimal thresholds for TMB are yet to be ascertained, research into TMB is advancing along three principal avenues: enhancement of TMB assessments through rigorous quality control measures within the laboratory process, including the mitigation of confounding factors such as limited panel scope and low tumour purity; refinement of the traditional TMB framework through the incorporation of innovative concepts such as clonal, persistent or HLA-corrected TMB, tumour neoantigen load and mutational signatures; and integration of TMB with established and emerging biomarkers such as PD-L1 expression, microsatellite instability, immune gene expression profiles and the tumour immune contexture. Given its pivotal functions in both the pathogenesis of cancer and the ability of the immune system to recognize tumours, a profound comprehension of the foundational principles and the continued evolution of TMB are of paramount relevance for the field of oncology.
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Affiliation(s)
- Jan Budczies
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany.
- Translational Lung Research Center (TLRC) Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany.
- Center for Personalized Medicine (ZPM), Heidelberg, Germany.
| | - Daniel Kazdal
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
- Translational Lung Research Center (TLRC) Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany
- Center for Personalized Medicine (ZPM), Heidelberg, Germany
| | - Michael Menzel
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
- Center for Personalized Medicine (ZPM), Heidelberg, Germany
| | - Susanne Beck
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
- Center for Personalized Medicine (ZPM), Heidelberg, Germany
| | - Klaus Kluck
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
- Center for Personalized Medicine (ZPM), Heidelberg, Germany
| | - Christian Altbürger
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
- Center for Personalized Medicine (ZPM), Heidelberg, Germany
| | - Constantin Schwab
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
- Center for Personalized Medicine (ZPM), Heidelberg, Germany
| | - Michael Allgäuer
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
- Center for Personalized Medicine (ZPM), Heidelberg, Germany
| | - Aysel Ahadova
- Department of Applied Tumour Biology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
- Clinical Cooperation Unit Applied Tumour Biology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Matthias Kloor
- Department of Applied Tumour Biology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
- Clinical Cooperation Unit Applied Tumour Biology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Peter Schirmacher
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
- Center for Personalized Medicine (ZPM), Heidelberg, Germany
| | - Solange Peters
- Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne University, Lausanne, Switzerland
| | - Alwin Krämer
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany
| | - Petros Christopoulos
- Translational Lung Research Center (TLRC) Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumour Diseases at Heidelberg University Hospital, Heidelberg, Germany
| | - Albrecht Stenzinger
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany.
- Translational Lung Research Center (TLRC) Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany.
- Center for Personalized Medicine (ZPM), Heidelberg, Germany.
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27
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Song Q, Wang P, Wu J, Lu M, Xia Q, Shi Y, Wang Z, Ma X, Zhao Q. Analysis of the role of CHPF in colorectal cancer tumorigenesis and immunotherapy based on bioinformatics and experiments. Discov Oncol 2024; 15:458. [PMID: 39292317 PMCID: PMC11410747 DOI: 10.1007/s12672-024-01340-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 09/11/2024] [Indexed: 09/19/2024] Open
Abstract
BACKGROUND Chondroitin polymerizing factor (CHPF) has been found to be involved in the development of numerous cancers and correlated with poor prognosis. However, its role in the tumorigenesis and development of colorectal cancer (CRC) remains unknown. METHODS In our research, we explored CHPF expression and clinicopathological characteristics using The Cancer Genome Atlas Program (TCGA), UALCAN, GSE9348, TIMER2.0 and The Human Protein Atlas (HPA) database, in addition, we validated CHPF expression in CRC cell lines by Real-Time Quantitative PCR (qRT-PCR) and Western blot (WB). KM-Plotter, PrognoScan and TCGA were also utilized to verify its prognosis value in CRC. Small-interfer RNA (Si-RNA) was used to perform Cell Counting Kit-8 (CCK8), colony formation, 5-ethynyl-2'-deoxyuridine (EDU), transwell and wound healing assays to testify its function on the tumor progression. Based on TCGA database, we probed potential biological mechanism by which CHPF play its role via clusterProfiler package and GEPIA database and we validated their correlation by WB assay. Moreover, we explored its potential association with the tumor microenvironment (TME), immune infiltrated cells, immune checkpoints, tumor mutation burden (TMB) as well as microsatellite instability (MSI), and investigated immunotherapy sensitivity via Tumor Immune Dysfunction and Exclusion (TIDE) algorithm as well as potentially effective therapeutic drugs via pRRophetic algorithm. RESULTS CHPF was identified upregulated in CRC tissues and cells, correlated with poor prognosis, and nodal metastasis status, stage and histological subtype. Down-regulation of CHPF inhibited CRC cell proliferation, migration and its expression correlated with wnt pathway key molecules. In addition, high expression of CHPF was positively correlated with TME scores, Regulatory T cells (Tregs) cell infiltration degree, Programmed death-1 (PD-1), MSI-high (MSI-H), and TIDE scores, however, not with TMB. Targeted drug analysis showed that patients with high CHPF expression were more sensitive to telatinib, recaparib, serdemetan, and trametinib. CONCLUSION CHPF could promote the proliferation and migration of CRC cells and lead to poor prognosis, possibly through wnt pathways as well as changes in TME. Patients with high expression of CHPF had poor efficacy in immunotherapy, which might be related to Tregs cell infiltration. Above all, it might offer more reliable guidance for future immunotherapy.
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Affiliation(s)
- Qingyu Song
- Department of General Surgery, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Pengchao Wang
- Department of General Surgery, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Jingyu Wu
- Department of General Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Ming Lu
- Department of General Surgery, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Qingcheng Xia
- Department of General Surgery, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Yexin Shi
- Department of General Surgery, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Zijun Wang
- Department of General Surgery, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xiang Ma
- Department of General Surgery, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China.
| | - Qinghong Zhao
- Department of General Surgery, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China.
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28
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Zhang J, Xu L, Yan X, Hu J, Gao X, Zhao H, Geng M, Wang N, Hu S. Multiomics and machine learning-based analysis of pancancer pseudouridine modifications. Discov Oncol 2024; 15:361. [PMID: 39162904 PMCID: PMC11335713 DOI: 10.1007/s12672-024-01093-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 06/12/2024] [Indexed: 08/21/2024] Open
Abstract
Pseudouridine widely affects the stability and function of RNA. However, our knowledge of pseudouridine properties in tumors is incomplete. We systematically analyzed pseudouridine synthases (PUSs) expression, genomic aberrations, and prognostic features in 10907 samples from 33 tumors. We found that the pseudouridine-associated pathway was abnormal in tumors and affected patient prognosis. Dysregulation of the PUSs expression pattern may arise from copy number variation (CNV) mutations and aberrant DNA methylation. Functional enrichment analyses determined that the PUSs expression was closely associated with the MYC, E2F, and MTORC1 signaling pathways. In addition, PUSs are involved in the remodeling of the tumor microenvironment (TME) in solid tumors, such as kidney and lung cancers. Particularly in lung cancer, increased expression of PUSs is accompanied by increased immune checkpoint expression and Treg infiltration. The best signature model based on more than 112 machine learning combinations had good prognostic ability in ACC, DLBC, GBM, KICH, MESO, THYM, TGCT, and PRAD tumors, and is expected to guide immunotherapy for 19 tumor types. The model was also effective in identifying patients with tumors amenable to etoposide, camptothecin, cisplatin, or bexarotene treatment. In conclusion, our work highlights the dysregulated features of PUSs and their role in the TME and patient prognosis, providing an initial molecular basis for future exploration of pseudouridine. Studies targeting pseudouridine are expected to lead to the development of potential diagnostic strategies and the evaluation and improvement of antitumor therapies.
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Affiliation(s)
- Jiheng Zhang
- Cancer Center, Department of Neurosurgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Lei Xu
- Cancer Center, Department of Neurosurgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Xiuwei Yan
- Cancer Center, Department of Neurosurgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Jiahe Hu
- Cancer Center, Department of Neurosurgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Xin Gao
- Cancer Center, Department of Neurosurgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Hongtao Zhao
- Cancer Center, Department of Neurosurgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Mo Geng
- Cancer Center, Department of Neurosurgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Nan Wang
- Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
| | - Shaoshan Hu
- Cancer Center, Department of Neurosurgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China.
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Ashouri K, Wong A, Mittal P, Torres-Gonzalez L, Lo JH, Soni S, Algaze S, Khoukaz T, Zhang W, Yang Y, Millstein J, Lenz HJ, Battaglin F. Exploring Predictive and Prognostic Biomarkers in Colorectal Cancer: A Comprehensive Review. Cancers (Basel) 2024; 16:2796. [PMID: 39199569 PMCID: PMC11353018 DOI: 10.3390/cancers16162796] [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: 06/28/2024] [Revised: 08/04/2024] [Accepted: 08/07/2024] [Indexed: 09/01/2024] Open
Abstract
Colorectal cancer (CRC) remains the second leading cause of cancer-related mortality worldwide. While immune checkpoint inhibitors have significantly improved patient outcomes, their effectiveness is mostly limited to tumors with microsatellite instability (MSI-H/dMMR) or an increased tumor mutational burden, which comprise 10% of cases. Advancing personalized medicine in CRC hinges on identifying predictive biomarkers to guide treatment decisions. This comprehensive review examines established tissue markers such as KRAS and HER2, highlighting their roles in resistance to anti-EGFR agents and discussing advances in targeted therapies for these markers. Additionally, this review summarizes encouraging data on promising therapeutic targets and highlights the clinical utility of liquid biopsies. By synthesizing current evidence and identifying knowledge gaps, this review provides clinicians and researchers with a contemporary understanding of the biomarker landscape in CRC. Finally, the review examines future directions and challenges in translating promising biomarkers into clinical practice, with the goal of enhancing personalized medicine approaches for colorectal cancer patients.
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Affiliation(s)
- Karam Ashouri
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA; (K.A.); (A.W.)
| | - Alexandra Wong
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA; (K.A.); (A.W.)
| | - Pooja Mittal
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA; (K.A.); (A.W.)
| | - Lesly Torres-Gonzalez
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA; (K.A.); (A.W.)
| | - Jae Ho Lo
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA; (K.A.); (A.W.)
| | - Shivani Soni
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA; (K.A.); (A.W.)
| | - Sandra Algaze
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA; (K.A.); (A.W.)
| | - Taline Khoukaz
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA; (K.A.); (A.W.)
| | - Wu Zhang
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA; (K.A.); (A.W.)
| | - Yan Yang
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA; (K.A.); (A.W.)
| | - Joshua Millstein
- Department of Population and Public Health Sciences, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Heinz-Josef Lenz
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA; (K.A.); (A.W.)
| | - Francesca Battaglin
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA; (K.A.); (A.W.)
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30
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Liu W, Zhou H, Lai W, Hu C, Xu R, Gu P, Luo M, Zhang R, Li G. The immunosuppressive landscape in tumor microenvironment. Immunol Res 2024; 72:566-582. [PMID: 38691319 DOI: 10.1007/s12026-024-09483-8] [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: 12/28/2023] [Accepted: 04/16/2024] [Indexed: 05/03/2024]
Abstract
Recent advances in cancer immunotherapy, especially immune checkpoint inhibitors (ICIs), have revolutionized the clinical outcome of many cancer patients. Despite the fact that impressive progress has been made in recent decades, the response rate remains unsatisfactory, and many patients do not benefit from ICIs. Herein, we summarized advanced studies and the latest insights on immune inhibitory factors in the tumor microenvironment. Our in-depth discussion and updated landscape of tumor immunosuppressive microenvironment may provide new strategies for reversing tumor immune evasion, enhancing the efficacy of ICIs therapy, and ultimately achieving a better clinical outcome.
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Affiliation(s)
- Wuyi Liu
- Department of Pharmacy, The Second Affiliated Hospital of Army Medical University, 83 Xinqiao Road, Shapingba, Chongqing, China
| | - Huyue Zhou
- Department of Pharmacy, The Second Affiliated Hospital of Army Medical University, 83 Xinqiao Road, Shapingba, Chongqing, China
| | - Wenjing Lai
- Department of Pharmacy, The Second Affiliated Hospital of Army Medical University, 83 Xinqiao Road, Shapingba, Chongqing, China
| | - Changpeng Hu
- Department of Pharmacy, The Second Affiliated Hospital of Army Medical University, 83 Xinqiao Road, Shapingba, Chongqing, China
| | - Rufu Xu
- Department of Pharmacy, The Second Affiliated Hospital of Army Medical University, 83 Xinqiao Road, Shapingba, Chongqing, China
| | - Peng Gu
- Department of Pharmacy, The Second Affiliated Hospital of Army Medical University, 83 Xinqiao Road, Shapingba, Chongqing, China
| | - Menglin Luo
- Department of Pharmacy, The Second Affiliated Hospital of Army Medical University, 83 Xinqiao Road, Shapingba, Chongqing, China
| | - Rong Zhang
- Department of Pharmacy, The Second Affiliated Hospital of Army Medical University, 83 Xinqiao Road, Shapingba, Chongqing, China.
| | - Guobing Li
- Department of Pharmacy, The Second Affiliated Hospital of Army Medical University, 83 Xinqiao Road, Shapingba, Chongqing, China.
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31
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Yang C, Zhao L, Lin Y, Wang S, Ye Y, Shen Z. Improving the efficiency of immune checkpoint inhibitors for metastatic pMMR/MSS colorectal cancer: Options and strategies. Crit Rev Oncol Hematol 2024; 200:104204. [PMID: 37984588 DOI: 10.1016/j.critrevonc.2023.104204] [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: 07/13/2023] [Revised: 10/24/2023] [Accepted: 11/13/2023] [Indexed: 11/22/2023] Open
Abstract
Immune checkpoint inhibitors (ICIs) have revolutionized cancer treatment and been extensively used for patients with metastastic colorectal cancer (mCRC), especially those harboring deficient mismatch repair/ microsatellite instability (dMMR/MSI). However, the majority of mCRC are classified as proficient mismatch repair/microsatellite stability(pMMR/MSS) type characterized by a cold immune microenvironment, rendering them generally unresponsive to ICIs. How to improve the efficacy of ICIs for these patients is an important issue to be solved. On the one hand, it is urgent to discover the predictive biomarkers and clinical characteristics associated with effectiveness and expand the subset of pMMR/MSS mCRC patients who benefit from ICIs. Additionally, combined strategies are being explored to modulate the immune microenvironment of pMMR/MSS CRC and facilitate the conversion of cold tumors into hot tumors. In this review, we have focused on the recent advancements in the predictive biomarkers and combination therapeutic strategies with ICIs for pMMR/MSS mCRC.
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Affiliation(s)
- Changjiang Yang
- Department of Gastroenterological Surgery, Laboratory of Surgical Oncology, Beijing Key Laboratory of Colorectal Cancer Diagnosis and Treatment Research, Peking University People's Hospital, No.11 Xizhimen South Street, Beijing 100044, PR China
| | - Long Zhao
- Department of Gastroenterological Surgery, Laboratory of Surgical Oncology, Beijing Key Laboratory of Colorectal Cancer Diagnosis and Treatment Research, Peking University People's Hospital, No.11 Xizhimen South Street, Beijing 100044, PR China
| | - Yilin Lin
- Department of Gastroenterological Surgery, Laboratory of Surgical Oncology, Beijing Key Laboratory of Colorectal Cancer Diagnosis and Treatment Research, Peking University People's Hospital, No.11 Xizhimen South Street, Beijing 100044, PR China
| | - Shan Wang
- Department of Gastroenterological Surgery, Laboratory of Surgical Oncology, Beijing Key Laboratory of Colorectal Cancer Diagnosis and Treatment Research, Peking University People's Hospital, No.11 Xizhimen South Street, Beijing 100044, PR China
| | - Yingjiang Ye
- Department of Gastroenterological Surgery, Laboratory of Surgical Oncology, Beijing Key Laboratory of Colorectal Cancer Diagnosis and Treatment Research, Peking University People's Hospital, No.11 Xizhimen South Street, Beijing 100044, PR China
| | - Zhanlong Shen
- Department of Gastroenterological Surgery, Laboratory of Surgical Oncology, Beijing Key Laboratory of Colorectal Cancer Diagnosis and Treatment Research, Peking University People's Hospital, No.11 Xizhimen South Street, Beijing 100044, PR China.
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32
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Dai X, Dai Z, Fu J, Liang Z, Du P, Wu T. Prognostic significance of negative lymph node count in microsatellite instability-high colorectal cancer. World J Surg Oncol 2024; 22:186. [PMID: 39030562 PMCID: PMC11264611 DOI: 10.1186/s12957-024-03469-4] [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: 03/16/2024] [Accepted: 07/12/2024] [Indexed: 07/21/2024] Open
Abstract
BACKGROUND Microsatellite instability-high (MSI-H) tumors, with elevated tumor mutational burden and expression of neoantigens, represent a distinct immune-activated subpopulation in colorectal cancer (CRC), characterized by strong lymph node reaction, locally advanced tumor and higher total lymph nodes harvested (TLN), but less metastatic lymph nodes and fewer incidence of III-IV stage. Host immune response to tumor and lymph nodes may be an important prognostic factor. However, N stage and LNR (Lymph-Node Ratio) have limitations in predicting the prognosis of MSI-H patients. Negative lymph node count (NLC) provided a more precise representation of immune activation status and extent of tumor metastasis. The study aims to detect prognostic significance of NLC in MSI-H CRC patients, and compare it with N stage, TLN and LNR. METHODS Retrospective data of 190 consecutive MSI-H CRC patients who received curative resection were collected. Survival analyses were performed using the Kaplan-Meier method. Clinicopathological variables including NLC, N stage, TLN and LNR were studied in univariate and multivariate COX regression analyses. ROC (receiver operating characteristic curve) and concordance index were employed to compare the differences in predictive efficacy between NLC, N stage, TLN and LNR. RESULTS Patients with increased NLC experienced a significantly improved 5-years DFS and OS in Kaplan-Meier analysis, univariate analysis, and multivariate analysis, independent of potential confounders examined. Increased NLC corresponded to elevated 5-years DFS rate and 5-years OS rate. AUC (area under curve) and concordance index of NLC in DFS and OS predicting were both significantly higher than N stage, TLN and LNR. CONCLUSIONS Negative lymph node is an important independent prognostic factor for MSI-H patients. Reduced NLC is associated with tumor recurrence and poor survival, which is a stronger prognostic factor than N stage, TLN and LNR.
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Affiliation(s)
- Xuan Dai
- Department of Colorectal and Anal Surgery, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhujiang Dai
- Department of Colorectal and Anal Surgery, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jihong Fu
- Department of Colorectal and Anal Surgery, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhonglin Liang
- Department of Colorectal and Anal Surgery, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Peng Du
- Department of Colorectal and Anal Surgery, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Tingyu Wu
- Department of Colorectal and Anal Surgery, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
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Yang C, Ni B, Shen L, Li Z, Zhou L, Wu H, Zhang Y, Liu L, Liu J, Tian L, Yan L, Jin X. Systematic pan-cancer analysis insights into ICAM1 as an immunological and prognostic biomarker. FASEB J 2024; 38:e23802. [PMID: 38979944 DOI: 10.1096/fj.202302176r] [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: 10/24/2023] [Revised: 06/02/2024] [Accepted: 06/25/2024] [Indexed: 07/10/2024]
Abstract
Intercellular adhesion molecule 1 (ICAM1) is a cell surface adhesion glycoprotein in the immunoglobulin supergene family. It is associated with several epithelial tumorigenesis processes, as well as with inflammation. However, the function of ICAM1 in the prognosis of tumor immunity is still unclear. This study aimed to examine the immune function of ICAM1 in 33 tumor types and to investigate the prognostic value of tumors. Using datasets from the Cancer Genome Atlas (TCGA), Genotype Tissue Expression (GTEx), Cancer Cell Lines Encyclopedia (CCLE), Human Protein Atlas (HPA), and cBioPortal, we investigated the role of ICAM1 in tumors. We explored the potential correlation between ICAM1 expression and tumor prognosis, gene mutations, microsatellite instability, and tumor immune cell levels in various cancers. We observed that ICAM1 is highly expressed in multiple malignant tumors. Furthermore, ICAM1 is negatively or positively associated with different malignant tumor prognoses. The expression levels of ICAM1 were correlated with the tumor mutation burden (TMB) in 11 tumors and with MSI in eight tumors. ICAM1 is a gene associated with immune infiltrating cells, such as M1 macrophages and CD8+ T cells in gastric and colon cancer. Meanwhile, the expression of ICAM1 is associated with several immune-related functions and immune-regulation-related signaling pathways, such as the chemokine signaling pathway. Our study shows that ICAM1 can be used as a prognostic biomarker in many cancer types because of its function in tumorigenesis and malignant tumor immunity.
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Affiliation(s)
- Chunjiao Yang
- Department of Oncology, The Fifth Affiliated Hospital of Guangxi Medical University & The First People's Hospital of Nanning, Nanning, China
| | - Bingqiang Ni
- Department of Oncology, The Fifth Affiliated Hospital of Guangxi Medical University & The First People's Hospital of Nanning, Nanning, China
| | - Ling Shen
- Department of Oncology, The Fifth Affiliated Hospital of Guangxi Medical University & The First People's Hospital of Nanning, Nanning, China
| | - Zhenlong Li
- Department of Oncology, The Fifth Affiliated Hospital of Guangxi Medical University & The First People's Hospital of Nanning, Nanning, China
| | - Lu Zhou
- Department of Oncology, The Fifth Affiliated Hospital of Guangxi Medical University & The First People's Hospital of Nanning, Nanning, China
| | - Huayun Wu
- Department of Oncology, The Fifth Affiliated Hospital of Guangxi Medical University & The First People's Hospital of Nanning, Nanning, China
| | - Yuzhe Zhang
- The First Laboratory of Cancer Institute, The First Hospital of China Medical University, Shenyang, China
| | - Ling Liu
- Benxi Central Hospital, Benxi, China
| | - Jiao Liu
- Shenzhen Longhua Maternity and Child Healthcare Hospital, Shenzhen, China
| | | | - Lirong Yan
- The First Laboratory of Cancer Institute, The First Hospital of China Medical University, Shenyang, China
| | - Xin Jin
- Department of Respiratory Medicine, The Fifth Affiliated Hospital of Guangxi Medical University & The First People's Hospital of Nanning, Nanning, China
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34
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Yu H, Liu Q, Wu K, Tang S. Biomarkers to predict efficacy of immune checkpoint inhibitors in colorectal cancer patients: a systematic review and meta-analysis. Clin Exp Med 2024; 24:143. [PMID: 38960935 PMCID: PMC11222262 DOI: 10.1007/s10238-024-01408-x] [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: 11/01/2023] [Accepted: 06/18/2024] [Indexed: 07/05/2024]
Abstract
Immune checkpoint inhibitors (ICIs) are approved to treat colorectal cancer (CRC) with mismatch-repair gene deficiency, but the response rate remains low. Value of current biomarkers to predict CRC patients' response to ICIs is unclear due to heterogeneous study designs and small sample sizes. Here, we aim to assess and quantify the magnitude of multiple biomarkers for predicting the efficacy of ICIs in CRC patients. We systematically searched MEDLINE, Embase, the Cochrane Library, and Web of Science databases (to June 2023) for clinical studies examining biomarkers for efficacy of ICIs in CRC patients. Random-effect models were performed for meta-analysis. We pooled odds ratio (OR) and hazard ratio (HR) with 95% confidence interval (CI) for biomarkers predicting response rate and survival. 36 studies with 1867 patients were included in systematic review. We found that a lower pre-treatment blood neutrophil-to-lymphocyte ratio (n=4, HR 0.37, 95%CI 0.21-0.67) predicts good prognosis, higher tumor mutation burden (n=10, OR 4.83, 95%CI 2.16-10.78) predicts response to ICIs, and liver metastasis (n=16, OR 0.32, 95%CI 0.16-0.63) indicates resistance to ICIs, especially when combined with VEGFR inhibitors. But the predictive value of tumor PD-L1 expression (n=9, OR 1.01, 95%CI 0.48-2.14) was insignificant in CRC. Blood neutrophil-to-lymphocyte ratio, tumor mutation burden, and liver metastasis, but not tumor PD-L1 expression, function as significant biomarkers to predict efficacy of ICIs in CRC patients. These findings help stratify CRC patients suitable for ICI treatments, improving efficacy of immunotherapy through precise patient management. (PROSPERO, CRD42022346716).
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Affiliation(s)
- Hang Yu
- Cancer Institute, Department of Nuclear Medicine, Fudan University Shanghai Cancer Center, 270 Dong-An Road, Shanghai, 200032, People's Republic of China
| | - Qingquan Liu
- School of Clinical Medicine, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China
| | - Keting Wu
- School of Clinical Medicine, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China
| | - Shuang Tang
- Cancer Institute, Department of Nuclear Medicine, Fudan University Shanghai Cancer Center, 270 Dong-An Road, Shanghai, 200032, People's Republic of China.
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, 200032, People's Republic of China.
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Ambrosini M, Rousseau B, Manca P, Artz O, Marabelle A, André T, Maddalena G, Mazzoli G, Intini R, Cohen R, Cercek A, Segal NH, Saltz L, Varghese AM, Yaeger R, Nusrat M, Goldberg Z, Ku GY, El Dika I, Margalit O, Grinshpun A, Murtaza Kasi P, Schilsky R, Lutfi A, Shacham-Shmueli E, Khan Afghan M, Weiss L, Westphalen CB, Conca V, Decker B, Randon G, Elez E, Fakih M, Schrock AB, Cremolini C, Jayachandran P, Overman MJ, Lonardi S, Pietrantonio F. Immune checkpoint inhibitors for POLE or POLD1 proofreading-deficient metastatic colorectal cancer. Ann Oncol 2024; 35:643-655. [PMID: 38777726 DOI: 10.1016/j.annonc.2024.03.009] [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: 02/09/2024] [Revised: 03/20/2024] [Accepted: 03/21/2024] [Indexed: 05/25/2024] Open
Abstract
BACKGROUND POLE and POLD1 proofreading deficiency (POLE/D1pd) define a rare subtype of ultramutated metastatic colorectal cancer (mCRC; over 100 mut/Mb). Disease-specific data about the activity and efficacy of immune checkpoint inhibitors (ICIs) in POLE/D1pd mCRC are lacking and it is unknown whether outcomes may be different from mismatch repair-deficient (dMMR)/microsatellite instability-high (MSI-H) mCRCs treated with ICIs. PATIENTS AND METHODS In this global study, we collected 27 patients with mCRC harboring POLE/D1 mutations leading to proofreading deficiency and treated with anti-programmed cell death-ligand 1 alone +/- anti-cytotoxic T-lymphocyte antigen-4 agents. We collected clinicopathological and genomic characteristics, response, and survival outcomes after ICIs of POLE/D1pd mCRC and compared them with a cohort of 610 dMMR/MSI-H mCRC patients treated with ICIs. Further genomic analyses were carried out in an independent cohort of 7241 CRCs to define POLE and POLD1pd molecular profiles and mutational signatures. RESULTS POLE/D1pd was associated with younger age, male sex, fewer RAS/BRAF driver mutations, and predominance of right-sided colon cancers. Patients with POLE/D1pd mCRC showed a significantly higher overall response rate (ORR) compared to dMMR/MSI-H mCRC (89% versus 54%; P = 0.01). After a median follow-up of 24.9 months (interquartile range: 11.3-43.0 months), patients with POLE/D1pd showed a significantly superior progression-free survival (PFS) compared to dMMR/MSI-H mCRC [hazard ratio (HR) = 0.24, 95% confidence interval (CI) 0.08-0.74, P = 0.01] and superior overall survival (OS) (HR = 0.38, 95% CI 0.12-1.18, P = 0.09). In multivariable analyses including the type of DNA repair defect, POLE/D1pd was associated with significantly improved PFS (HR = 0.17, 95% CI 0.04-0.69, P = 0.013) and OS (HR = 0.24, 95% CI 0.06-0.98, P = 0.047). Molecular profiling showed that POLE/D1pd tumors have higher tumor mutational burden (TMB). Responses were observed in both subtypes and were associated with the intensity of POLE/D1pd signature. CONCLUSIONS Patients with POLE/D1pd mCRC showed more favorable outcomes compared to dMMR/MSI-H mCRC to treatment with ICIs in terms of tumor response and survival.
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Affiliation(s)
- M Ambrosini
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - B Rousseau
- Memorial Sloan Kettering Cancer Center, New York, USA
| | - P Manca
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Memorial Sloan Kettering Cancer Center, New York, USA
| | - O Artz
- Memorial Sloan Kettering Cancer Center, New York, USA
| | - A Marabelle
- Department of Therapeutic Innovation and Phase 1 clinical trials, Inserm, Gustave Roussy, Université Paris Saclay, Villejuif
| | - T André
- Sorbonne Université and Department of Medical Oncology, Hôpital Saint Antoine, Paris, France
| | - G Maddalena
- Istituto Oncologico Veneto, IRCCS, Padua, Italy
| | - G Mazzoli
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - R Intini
- Istituto Oncologico Veneto, IRCCS, Padua, Italy
| | - R Cohen
- Sorbonne Université and Department of Medical Oncology, Hôpital Saint Antoine, Paris, France
| | - A Cercek
- Memorial Sloan Kettering Cancer Center, New York, USA
| | - N H Segal
- Memorial Sloan Kettering Cancer Center, New York, USA
| | - L Saltz
- Memorial Sloan Kettering Cancer Center, New York, USA
| | - A M Varghese
- Memorial Sloan Kettering Cancer Center, New York, USA
| | - R Yaeger
- Memorial Sloan Kettering Cancer Center, New York, USA
| | - M Nusrat
- Memorial Sloan Kettering Cancer Center, New York, USA
| | - Z Goldberg
- Memorial Sloan Kettering Cancer Center, New York, USA
| | - G Y Ku
- Memorial Sloan Kettering Cancer Center, New York, USA
| | - I El Dika
- Memorial Sloan Kettering Cancer Center, New York, USA
| | - O Margalit
- Oncology Department, Sheba Medical Center and Tel-Aviv University Medicine Faculty, Tel-Aviv
| | - A Grinshpun
- Sharett Institute of Oncology, Hadassah Medical Center, and Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | | | | | - A Lutfi
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City
| | - E Shacham-Shmueli
- Oncology Department, Sheba Medical Center and Tel-Aviv University Medicine Faculty, Tel-Aviv
| | - M Khan Afghan
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City
| | - L Weiss
- Department of Internal Medicine III and Comprehensive Cancer Center, Klinikum Grosshadern, University Hospital, Ludwig Maximilian University of Munich, Munich; German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - C B Westphalen
- Department of Internal Medicine III and Comprehensive Cancer Center, Klinikum Grosshadern, University Hospital, Ludwig Maximilian University of Munich, Munich; German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - V Conca
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - B Decker
- Foundation Medicine, Cambridge, USA
| | - G Randon
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - E Elez
- Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - M Fakih
- Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte
| | - A B Schrock
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - C Cremolini
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - P Jayachandran
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles
| | - M J Overman
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - S Lonardi
- Istituto Oncologico Veneto, IRCCS, Padua, Italy
| | - F Pietrantonio
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
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36
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Németh E, Szüts D. The mutagenic consequences of defective DNA repair. DNA Repair (Amst) 2024; 139:103694. [PMID: 38788323 DOI: 10.1016/j.dnarep.2024.103694] [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: 03/22/2024] [Revised: 05/10/2024] [Accepted: 05/14/2024] [Indexed: 05/26/2024]
Abstract
Multiple separate repair mechanisms safeguard the genome against various types of DNA damage, and their failure can increase the rate of spontaneous mutagenesis. The malfunction of distinct repair mechanisms leads to genomic instability through different mutagenic processes. For example, defective mismatch repair causes high base substitution rates and microsatellite instability, whereas homologous recombination deficiency is characteristically associated with deletions and chromosome instability. This review presents a comprehensive collection of all mutagenic phenotypes associated with the loss of each DNA repair mechanism, drawing on data from a variety of model organisms and mutagenesis assays, and placing greatest emphasis on systematic analyses of human cancer datasets. We describe the latest theories on the mechanism of each mutagenic process, often explained by reliance on an alternative repair pathway or the error-prone replication of unrepaired, damaged DNA. Aided by the concept of mutational signatures, the genomic phenotypes can be used in cancer diagnosis to identify defective DNA repair pathways.
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Affiliation(s)
- Eszter Németh
- Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary
| | - Dávid Szüts
- Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.
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37
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Liu S, Wang Z, Hu L, Ye C, Zhang X, Zhu Z, Li J, Shen Q. Pan-cancer analysis of super-enhancer-induced LINC00862 and validation as a SIRT1-promoting factor in cervical cancer and gastric cancer. Transl Oncol 2024; 45:101982. [PMID: 38718436 PMCID: PMC11097084 DOI: 10.1016/j.tranon.2024.101982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Revised: 04/18/2024] [Accepted: 04/30/2024] [Indexed: 05/19/2024] Open
Abstract
Immune checkpoints inhibitors are effective but it needs more precise biomarkers for patient selection. We explored the biological significance of LINC00862 in pan-cancer by bioinformatics. And we studied its regulatory mechanisms using chromatin immunoprecipitation and RNA immunoprecipitation assays etc. TCGA and single-cell sequencing data analysis indicated that LINC00862 was overexpressed in the majority of tumor and stromal cells, which was related with poor prognosis. LINC00862 expression was related with immune cell infiltration and immune checkpoints expression, and had a high predictive value for immunotherapy efficacy. Mechanistically, LINC00862 competitively bound to miR-29c-3p to unleash SIRT1's tumor-promoting function. SIRT1 inhibitor-EX527 were screened by virtual screening and verified by in vitro and vivo assays. Notably, acetyltransferase P300-mediated super-enhancer activity stimulated LINC00862 transcription. Collectively, LINC00862 could be a diagnostic and prognostic biomarker. LINC00862 could also be a predictive biomarker for immunotherapy efficacy. Super-enhancer activity is the driver for LINC00862 overexpression in cervical cancer and gastric cancer.
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Affiliation(s)
- Shaojun Liu
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, Anhui, China
| | - Zhaohui Wang
- Department of Pathology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, Anhui, China
| | - Lei Hu
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, Anhui, China
| | - Chao Ye
- Department of Gastroenterology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, Anhui, China
| | - Xubin Zhang
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, Anhui, China
| | - Zhiqiang Zhu
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, Anhui, China
| | - Jiaqiu Li
- Clinical Research Center, Affiliated Hospital of Shandong Second Medical University, Shandong Second Medical University, Weifang 261031, Shandong, China.
| | - Qi Shen
- Department of Radiation Oncology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, Anhui, China.
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38
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Jin T, Ji J, Xu X, Li X, Gong B. Identification and validation of a novel 17 coagulation-related genes signature for predicting prognostic risk in colorectal cancer. Heliyon 2024; 10:e32687. [PMID: 38988584 PMCID: PMC11233961 DOI: 10.1016/j.heliyon.2024.e32687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 05/31/2024] [Accepted: 06/06/2024] [Indexed: 07/12/2024] Open
Abstract
Background Patients with colorectal cancer commonly experience disturbances in coagulation homeostasis. Activation of the coagulation system contributes to cancer-associated thrombosis as the second risk factor for death in cancer patients. This study intended to discover coagulation-related genes and construct a risk model for colorectal cancer patients' prognosis. Methods Coagulation-related genes were identified by searching coagulation-related pathways in the Molecular Signatures Database. Transcriptomic data and clinical data were downloaded from the Cancer Genome Atlas and Gene Expression Omnibus datasets. Univariate Cox and backward stepwise regression were utilized to identify prognosis-related genes and construct a predictive risk model for the training cohort. Next, survival analysis determines the risk model's predictive power, correlation with clinicopathological characteristics, and nomogram. Additionally, we characterized the variances in immune cell infiltration, somatic mutations, immune checkpoint molecules, biological functions, and drug sensitivity between the high- and low-score patients. Result Eight hundred forty-five genes were obtained by searching the theme term "coagulation" after de-duplication. After univariate regression analysis, 69 genes correlated with prognosis were obtained from the Cancer Genome Atlas dataset. A signature consisting of 17 coagulation-related genes was established through backward stepwise regression. The Kaplan-Meier curve indicated a worse prognosis for high-score patients. Time-dependent receiver operating characteristic curve analysis demonstrated high accuracy in predicting overall survival. Further, the results were validated by two independent datasets (GSE39582 and GSE17536). Combined with clinicopathological characteristics, the risk model was proven to be an independent prognostic factor to predict poor pathological status and worse prognosis. Furthermore, high-score patients had significantly higher stromal cell infiltration. Low-score patients were associated with high infiltration of resting memory CD4+ T cells, activated CD4+ T cells, and T follicular helper cells. The low-score patients exhibited increased expression of immune checkpoint genes, and this might be relevant to their better prognosis. High-score patients exhibited lower IC50 values of Paclitaxel, Rapamycin, Temozolomide, Cyclophosphamide, etc. The differential signaling pathways mainly involve the calcium signaling pathway and the neuroactive ligand-receptor interaction. Lastly, a nomogram was constructed and showed a good prediction. Conclusion The prognostic signature of 17 coagulation-related genes had significant prognostic value for colorectal cancer patients. We expect to improve treatment modalities and benefit more patients through research on molecular features.
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Affiliation(s)
- Taojun Jin
- Department of Gastroenterology, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Jianmei Ji
- Department of Gastroenterology, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Xiaowen Xu
- Department of Gastroenterology, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Xinxing Li
- Department of Gastrointestinal Surgery, Tongji Hospital, Tongji University School of Medicine, Shanghai, 200065, China
| | - Biao Gong
- Department of Gastroenterology, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
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Pu Y, Yang G, Zhou Y, Pan X, Guo T, Chai X. The Macrophage migration inhibitory factor is a vital player in Pan-Cancer by functioning as a M0 Macrophage biomarker. Int Immunopharmacol 2024; 134:112198. [PMID: 38733827 DOI: 10.1016/j.intimp.2024.112198] [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: 02/22/2024] [Revised: 04/17/2024] [Accepted: 04/30/2024] [Indexed: 05/13/2024]
Abstract
BACKGROUND The role of the macrophage migration inhibitory factor (MIF) has recently attracted considerable attention in cancer research; nonetheless, the insights provided by current investigations remain constrained. Our main objective was to investigate its role and the latent mechanisms within the pan-cancer realm. METHODS We used comprehensive pan-cancer bulk sequencing data and online network tools to investigate the association between MIF expression and patient prognosis, genomic instability, cancer cell stemness, DNA damage repair, and immune infiltration. Furthermore, we validated the relationship between MIF expression and M0 macrophages using single-cell datasets, the SpatialDB database, and fluorescence staining. Additionally, we assessed the therapeutic response using the ROC plotter tool. RESULTS We observed the upregulation of MIF expression across numerous cancer types. Notably, elevated MIF levels were associated with a decline in genomic stability. We found a significant correlation between increased MIF expression and increased expression of mismatch repair genes, stemness features, and homologous recombination genes across diverse malignancies. Subsequently, through an analysis using ESTIMATE and cytokine results, we revealed the involvement of MIF in immune suppression. Then, we validated MIF as a hallmark of the M0 macrophages involved in tumor immunity. Our study suggests an association with other immune-inhibitory cellular populations and restraint of CD8 + T cells. In addition, we conducted a comparative analysis of MIF expression before and after treatment in three distinct sets of therapy responders and non-responders. Intriguingly, we identified notable disparities in MIF expression patterns in bladder urothelial carcinoma and ovarian cancer following particular therapeutic interventions. CONCLUSION Comprehensive pan-cancer analysis revealed notable enrichment of MIF within M0 macrophages, exerting a profound influence on tumor-associated immunosuppression and the intricate machinery of DNA repair.
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Affiliation(s)
- Yuting Pu
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China; Emergency Medicine and Difficult Disease Institute, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Guifang Yang
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China; Emergency Medicine and Difficult Disease Institute, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China.
| | - Yang Zhou
- Department of Intensive Care Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xiaogao Pan
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China; Emergency Medicine and Difficult Disease Institute, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Tuo Guo
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China; Emergency Medicine and Difficult Disease Institute, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xiangping Chai
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China; Emergency Medicine and Difficult Disease Institute, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China.
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Andrews MC, Li G, Graf RP, Fisher VA, Mitchell J, Aboosaiedi A, O'Rourke H, Shackleton M, Iddawela M, Oxnard GR, Huang RS. Predictive Impact of Tumor Mutational Burden on Real-World Outcomes of First-Line Immune Checkpoint Inhibition in Metastatic Melanoma. JCO Precis Oncol 2024; 8:e2300640. [PMID: 38848517 PMCID: PMC11371113 DOI: 10.1200/po.23.00640] [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: 11/19/2023] [Revised: 04/09/2024] [Accepted: 04/22/2024] [Indexed: 06/09/2024] Open
Abstract
PURPOSE The choice of threshold and reliability of high tumor mutational burden (TMB) to predict outcomes and guide treatment choice for patients with metastatic melanoma receiving first-line immune checkpoint inhibitor (ICI) therapy in the real world is not well known. METHODS Using a deidentified nationwide (US-based) melanoma clinicogenomic database, we identified a real-world cohort of patients with metastatic melanoma (N = 497) who received first-line monotherapy anti-PD-1 (n = 240) or dual anti-PD-1 and anti-CTLA-4 ICI (n = 257) and had a tissue-based comprehensive genomic profiling test TMB score. RESULTS TMB-high (TMB-H; ≥10 mutations per megabase [muts/Mb], n = 352, 71%) was independently predictive of superior real-world progression-free survival and overall survival versus TMB-low (<10 mut/Mb, n = 145, 29%) in both mono ICI (hazard ratio [HR], 0.45 [95% CI, 0.32 to 0.63]; P < .001; HR, 0.61 [95% CI, 0.41 to 0.90]; P = .01, respectively) and dual ICI (HR, 0.67 [95% CI, 0.49 to 0.90]; P = .009; HR, 0.61 [95% CI, 0.42 to 0.88]; P = .007, respectively) patients. Dual ICI offered no significant advantage in BRAFwt patients and unexpectedly demonstrated greatest benefit in the TMB 10-19 mut/Mb group, identifying a TMB-very high (≥20 mut/Mb, n = 247, 50%) BRAFmut patient subgroup for whom mono ICI may be preferable. CONCLUSION TMB-H predicts superior outcomes on ICI while coassessment of BRAF status and TMB may inform first-line regimen choice.
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Affiliation(s)
- Miles C. Andrews
- Department of Medicine, School of Translational Medicine, Monash University, Melbourne, VIC, Australia
- Department of Medical Oncology, Alfred Health, Melbourne, VIC, Australia
| | | | | | | | | | | | - Harriet O'Rourke
- Department of Medical Oncology, Alfred Health, Melbourne, VIC, Australia
| | - Mark Shackleton
- Department of Medicine, School of Translational Medicine, Monash University, Melbourne, VIC, Australia
- Department of Medical Oncology, Alfred Health, Melbourne, VIC, Australia
| | - Mahesh Iddawela
- Department of Medicine, School of Translational Medicine, Monash University, Melbourne, VIC, Australia
- Department of Medical Oncology, Alfred Health, Melbourne, VIC, Australia
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Jin Y, Jiang J, Mao W, Bai M, Chen Q, Zhu J. Treatment strategies and molecular mechanism of radiotherapy combined with immunotherapy in colorectal cancer. Cancer Lett 2024; 591:216858. [PMID: 38621460 DOI: 10.1016/j.canlet.2024.216858] [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: 09/17/2023] [Revised: 03/25/2024] [Accepted: 04/02/2024] [Indexed: 04/17/2024]
Abstract
Radiotherapy (RT) remodels the tumor immune microenvironment (TIME) and modulates the immune response to indirectly destroy tumor cells, in addition to directly killing tumor cells. RT combined with immunotherapy may significantly enhance the efficacy of RT in colorectal cancer by modulating the microenvironment. However, the molecular mechanisms by which RT acts as an immunomodulator to modulate the immune microenvironment remain unclear. Further, the optimal modalities of RT combined with immunotherapy for the treatment of colorectal cancer, such as the time point of combining RT and immunization, the fractionation pattern and dosage of radiotherapy, and other methods to improve the efficacy, are also being explored parallelly. To address these aspects, in this review, we summarized the mechanisms by which RT modulates TIME and concluded the progress of RT combined with immunization in preclinical and clinical trials. Finally, we discussed heavy ion radiation therapy and the efficacy of prediction markers and other immune combination therapies. Overall, combining RT with immunotherapy to enhance antitumor effects will have a significant clinical implication and will help to facilitate individualized treatment modalities.
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Affiliation(s)
- Yuzhao Jin
- Department of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, 310000, China; Wenzhou Medical University, Wenzhou, 325000, China; Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences Hangzhou, 310000, China; Zhejiang Key Laboratory of Radiation Oncology, Hangzhou, 310000, China
| | - Jin Jiang
- Department of Oncology, Affiliated Hospital of Jiaxing University, The First Hospital of Jiaxing, Jiaxing, 31400, China
| | - Wei Mao
- Department of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, 310000, China; Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences Hangzhou, 310000, China; Zhejiang Key Laboratory of Radiation Oncology, Hangzhou, 310000, China
| | - Minghua Bai
- Department of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, 310000, China; Zhejiang Key Laboratory of Radiation Oncology, Hangzhou, 310000, China
| | - Qianping Chen
- Department of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, 310000, China; Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences Hangzhou, 310000, China; Zhejiang Key Laboratory of Radiation Oncology, Hangzhou, 310000, China.
| | - Ji Zhu
- Department of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, 310000, China; Wenzhou Medical University, Wenzhou, 325000, China; Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences Hangzhou, 310000, China; Zhejiang Key Laboratory of Radiation Oncology, Hangzhou, 310000, China.
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Normanno N, Caridi V, Fassan M, Avallone A, Ciardiello F, Pinto C. Resistance to immune checkpoint inhibitors in colorectal cancer with deficient mismatch repair/microsatellite instability: misdiagnosis, pseudoprogression and/or tumor heterogeneity? EXPLORATION OF TARGETED ANTI-TUMOR THERAPY 2024; 5:495-507. [PMID: 38966168 PMCID: PMC11220308 DOI: 10.37349/etat.2024.00231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 03/19/2024] [Indexed: 07/06/2024] Open
Abstract
Colorectal carcinoma (CRC) with deficiency of the deficient mismatch repair (dMMR) pathway/microsatellite instability (MSI) is characterized by a high mutation load and infiltration of immune cells in the tumor microenvironment. In agreement with these findings, clinical trials have demonstrated a significant activity of immune checkpoint inhibitors (ICIs) in dMMR/MSI metastatic CRC (mCRC) patients and, more recently, in CRC patients with early disease undergoing neoadjuvant therapy. However, despite high response rates and durable clinical benefits, a fraction of mCRC patients, up to 30%, showed progressive disease when treated with single agent anti-programmed cell death 1 (PD-1) antibody. This article discusses the three main causes that have been associated with early progression of dMMR/MSI mCRC patients while on treatment with ICIs, i.e., misdiagnosis, pseudoprogression and tumor heterogeneity. While pseudoprogression probably does not play a relevant role, data from clinical studies demonstrate that some dMMR/MSI CRC cases with rapid progression on ICIs may be misdiagnosed, underlining the importance of correct diagnostics. More importantly, evidence suggests that dMMR/MSI mCRC is a heterogeneous group of tumors with different sensitivity to ICIs. Therefore, we propose novel diagnostic and therapeutic strategies to improve the outcome of dMMR/MSI CRC patients.
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Affiliation(s)
- Nicola Normanno
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy
| | - Vincenza Caridi
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy
| | - Matteo Fassan
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, 35100 Padua, Italy
- Veneto Institute of Oncology, IOV-IRCCS, 35100 Padua, Italy
| | - Antonio Avallone
- Medical Oncology, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy
| | - Fortunato Ciardiello
- Department of Precision Medicine, The University of Campania Luigi Vanvitelli, 80138 Naples, Italy
| | - Carmine Pinto
- Medical Oncology, Comprehensive Cancer Centre IRCCS-AUSL Reggio Emilia, 42121 Reggio Emilia, Italy
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Shalata W, Maimon Rabinovich N, Agbarya A, Yakobson A, Dudnik Y, Abu Jama A, Cohen AY, Shalata S, Abu Hamed A, Ilan Ber T, Machluf O, Shoham Levin G, Meirovitz A. Efficacy of Pembrolizumab vs. Nivolumab Plus Ipilimumab in Metastatic NSCLC in Relation to PD-L1 and TMB Status. Cancers (Basel) 2024; 16:1825. [PMID: 38791905 PMCID: PMC11119071 DOI: 10.3390/cancers16101825] [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: 04/08/2024] [Revised: 05/06/2024] [Accepted: 05/07/2024] [Indexed: 05/26/2024] Open
Abstract
The efficacy of immune checkpoint inhibitor (ICI) therapy concerning programmed death ligand 1 (PD-L1) status is well established in patients diagnosed with non-small cell lung cancer (NSCLC). However, there remains a paucity of evidence regarding the efficacy concerning tumor mutational burden (TMB) in both clinical trials and real-world data (RWD). In the current article, clinicopathological and molecular epidemiological data were meticulously collected, and treatment modalities were meticulously recorded. The final analysis included a study population of 194 patients. Median age was 67 years (range 37-86), with the majority being male (71.13%), and 85.71% of patients were either current or former smokers at diagnosis. Adenocarcinoma accounted for most diagnoses (71.65%), followed by squamous cell carcinoma (24.23%). In terms of PD-L1 status, 42.78% had an expression level below 1%, 28.35% had an expression between 1-49%, and 28.87% had an expression above 50%. The TMB ranged from 0 to 75, with a median of 10.31 (range 0-75) for PD-L1 expression below 1%, with a median of 9.73 (range 0.95-39.63) for PD-L1 expression between 1-49%, and a median of 9.72 (range 0.95-48) for PD-L1 expression above 50%. Corresponding to patients with low PDL-1 less than 1% and low TMB (0-5), the median overall survival (mOS) was 16 (p = 0.18), and 15 months (p = 0.22), patients with medium PDL-1 (1-49%) and medium TMB (5-10), the mOS was 15 (p = 0.18) and 16 months (p = 0.22), patients with high PDL-1 (>50) and high TMB (>10), the mOS was 24 (p = 0.18) and 21 (p = 0.22) months. This study represents the largest academic RWD dataset concerning PD-L1 and TMB status in patients with locally advanced and metastatic NSCLC.
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Affiliation(s)
- Walid Shalata
- The Legacy Heritage Cancer Center and Dr. Larry Norton Institute, Soroka Medical Center, Beer-Sheva 84105, Israel
- Medical School for International Health, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel
| | | | - Abed Agbarya
- Oncology Department, Bnai Zion Medical Center, Haifa 31048, Israel
| | - Alexander Yakobson
- The Legacy Heritage Cancer Center and Dr. Larry Norton Institute, Soroka Medical Center, Beer-Sheva 84105, Israel
- Medical School for International Health, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel
| | - Yulia Dudnik
- The Legacy Heritage Cancer Center and Dr. Larry Norton Institute, Soroka Medical Center, Beer-Sheva 84105, Israel
- Medical School for International Health, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel
| | - Ashraf Abu Jama
- The Legacy Heritage Cancer Center and Dr. Larry Norton Institute, Soroka Medical Center, Beer-Sheva 84105, Israel
- Medical School for International Health, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel
| | - Ahron Yehonatan Cohen
- The Legacy Heritage Cancer Center and Dr. Larry Norton Institute, Soroka Medical Center, Beer-Sheva 84105, Israel
- Medical School for International Health, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel
| | - Sondos Shalata
- Nutrition Unit, Galilee Medical Center, Nahariya 22000, Israel;
| | - Ahmad Abu Hamed
- The Legacy Heritage Cancer Center and Dr. Larry Norton Institute, Soroka Medical Center, Beer-Sheva 84105, Israel
| | | | | | | | - Amichay Meirovitz
- The Legacy Heritage Cancer Center and Dr. Larry Norton Institute, Soroka Medical Center, Beer-Sheva 84105, Israel
- Medical School for International Health, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel
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Tang J, Ming L, Qin F, Qin Y, Wang D, Huang L, Cao Y, Huang Z, Yin Y. The heterogeneity of tumour-associated macrophages contributes to the clinical outcomes and indications for immune checkpoint blockade in colorectal cancer patients. Immunobiology 2024; 229:152805. [PMID: 38669865 DOI: 10.1016/j.imbio.2024.152805] [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: 01/07/2024] [Revised: 03/29/2024] [Accepted: 04/15/2024] [Indexed: 04/28/2024]
Abstract
Tumor-associated macrophages (TAMs), one of the major immune cell types in colorectal cancer (CRC) tumor microenvironment (TME), play indispensable roles in immune responses against tumor progression. In this study, we aimed to know whether the extensive inter and intra heterogeneity of TAMs contributes to the clinical outcomes and indications for immune checkpoint blockade (ICB) in CRC. We used single-cell RNA sequencing (scRNA-Seq) data from 60 CRC patients and charactrized TAMs based on anatomic locations, tumor regions, stages, grades, metastatic status, MSS/MSI classification and pseudotemporal differentiation status. We then defined a catalog of 21 gene modules that determine macrophage status, and identified 7 of them as relevant to clinical outcomes and 11 as indications for ICB therapy. On this basis, we constructed a unique TAM subgroup profile, aiming to find features that may be highly responsive to immunotherapy for the CRC with poor prognosis under conventional treatment. This TAM subpopulation is enriched in tumors and is associated with poor prognosis, but exhibits a high immunotherapy response signature (HIM TAM). Further spatial transcriptome analysis and ligand-receptor interaction analysis confirmed that HIM TAM is involved in shaping TIME, especially the regulation of T cells. Our study provides insights into different TAM subtypes, highlights the importance of TAM heterogeneity in relation to patient prognosis and immunotherapy response, and reveals potential immunotherapy strategies based on TAM characteristics for CRC that does not respond well to conventional therapy.
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Affiliation(s)
- Junhui Tang
- Wuxi Cancer Institute, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu 214062, China; Laboratory of Cancer Epigenetics, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Liang Ming
- Wuxi Cancer Institute, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu 214062, China; Laboratory of Cancer Epigenetics, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Feiyu Qin
- Wuxi Cancer Institute, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu 214062, China; Laboratory of Cancer Epigenetics, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Yan Qin
- Department of Pathology, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu 214062 China
| | - Duo Wang
- Wuxi Cancer Institute, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu 214062, China; Laboratory of Cancer Epigenetics, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Liuying Huang
- Wuxi Cancer Institute, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu 214062, China; Laboratory of Cancer Epigenetics, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Yulin Cao
- Wuxi Cancer Institute, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu 214062, China; Laboratory of Cancer Epigenetics, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Zhaohui Huang
- Wuxi Cancer Institute, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu 214062, China; Laboratory of Cancer Epigenetics, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Yuan Yin
- Wuxi Cancer Institute, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu 214062, China; Laboratory of Cancer Epigenetics, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China.
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Khushman MM, Toboni MD, Xiu J, Manne U, Farrell A, Lou E, Shields AF, Philip PA, Salem ME, Abraham J, Spetzler D, Marshall J, Jayachandran P, Hall MJ, Lenz HJ, Sahin IH, Seeber A, Powell MA. Differential Responses to Immune Checkpoint Inhibitors are Governed by Diverse Mismatch Repair Gene Alterations. Clin Cancer Res 2024; 30:1906-1915. [PMID: 38350001 DOI: 10.1158/1078-0432.ccr-23-3004] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 11/23/2023] [Accepted: 02/09/2024] [Indexed: 02/15/2024]
Abstract
PURPOSE The response to immune checkpoint inhibitors (ICI) in deficient mismatch repair (dMMR) colorectal cancer and endometrial cancer is variable. Here, we explored the differential response to ICIs according to different mismatch repair alterations. EXPERIMENTAL DESIGN Colorectal cancer (N = 13,701) and endometrial cancer (N = 3,315) specimens were tested at Caris Life Sciences. Median overall survival (mOS) was estimated using Kaplan-Meier. The prediction of high-, intermediate-, and low-affinity epitopes by tumor mutation burden (TMB) values was conducted using R-squared (R2). RESULTS Compared with mutL (MLH1 and PMS2) co-loss, the mOS was longer in mutS (MSH2 and MSH6) co-loss in all colorectal cancer (54.6 vs. 36 months; P = 0.0.025) and endometrial cancer (81.5 vs. 48.2 months; P < 0.001) patients. In ICI-treated patients, the mOS was longer in mutS co-loss in colorectal cancer [not reached (NR) vs. 36 months; P = 0.011). In endometrial cancer, the mOS was NR vs. 42.2 months; P = 0.711]. The neoantigen load (NAL) in mutS co-loss compared with mutL co-loss was higher in colorectal cancer (high-affinity epitopes: 25.5 vs. 19; q = 0.017, intermediate: 39 vs. 32; q = 0.004, low: 87.5 vs. 73; q < 0.001) and endometrial cancer (high-affinity epitopes: 15 vs. 11; q = 0.002, intermediate: 27.5 vs. 19; q < 0.001, low: 59 vs. 41; q < 0.001), respectively. R2 ranged from 0.25 in mutS co-loss colorectal cancer to 0.95 in mutL co-loss endometrial cancer. CONCLUSIONS Patients with mutS co-loss experienced longer mOS in colorectal cancer and endometrial cancer and better response to ICIs in colorectal cancer. Among all explored biomarkers, NAL was higher in mutS co-loss and may be a potential driving factor for the observed better outcomes. TMB did not reliably predict NAL.
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Affiliation(s)
- Moh'd M Khushman
- Washington University in St. Louis/Siteman Cancer Center, St. Louis, Missouri
| | - Michael D Toboni
- The University of Alabama at Birmingham/O'Neal Comprehensive Cancer Center, Birmingham, Alabama
| | | | - Upender Manne
- The University of Alabama at Birmingham/O'Neal Comprehensive Cancer Center, Birmingham, Alabama
| | | | - Emil Lou
- University of Minnesota/Masonic Cancer Center, Minneapolis, Minnesota
| | - Anthony F Shields
- Wayne State University/Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | - Philip A Philip
- Wayne State University/Barbara Ann Karmanos Cancer Institute, Detroit, Michigan
| | | | | | | | - John Marshall
- Georgetown University/Georgetown Lombardi Comprehensive Cancer Center, Washington, District of Columbia
| | - Priya Jayachandran
- University of South California/Norris Comprehensive Cancer Center, Los Angeles, California
| | | | - Heinz-Josef Lenz
- University of South California/Norris Comprehensive Cancer Center, Los Angeles, California
| | - Ibrahim Halil Sahin
- University of Pittsburgh Medical Center/Hillman Cancer Center, Pittsburgh, Pennsylvania
| | - Andreas Seeber
- Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - Mathew A Powell
- Washington University in St. Louis/Siteman Cancer Center, St. Louis, Missouri
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Marques A, Cavaco P, Torre C, Sepodes B, Rocha J. Tumor mutational burden in colorectal cancer: Implications for treatment. Crit Rev Oncol Hematol 2024; 197:104342. [PMID: 38614266 DOI: 10.1016/j.critrevonc.2024.104342] [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: 01/26/2024] [Revised: 03/27/2024] [Accepted: 03/29/2024] [Indexed: 04/15/2024] Open
Abstract
Although immune checkpoint inhibitors have revolutionized the treatment of several advanced solid cancers, in colorectal cancer, the transformative benefit of these innovative medicines is currently limited to those with deficient mismatch repair or high microsatellite instability. Tumor mutational burden (TMB) has emerged as a potential predictor of immunotherapy benefit, but the lack of standardization in its assessment and reporting has hindered the introduction of this biomarker in routine clinical practice. Here, we compiled 45 colorectal cancer studies utilizing numerical thresholds for high-TMB. In this group of studies, TMB cut-offs ranged from 6.88 to 41 mut/Mb and were most often set at 10, 17, or 20 mut/Mb. Additionally, we observed divergent TMB definitions and inconsistent disclosure of specific methodological details, which collectively emphasize the substantial lack of harmonization within the field. Ongoing efforts to harmonize TMB assessment will be critical to validate TMB as a predictive marker of immunotherapy response.
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Affiliation(s)
- Adriana Marques
- Research Institute for Medicines (iMed.ULisboa), Lisboa 1649-003, Portugal; Faculdade de Farmácia, Universidade de Lisboa, Lisboa 1649-003, Portugal
| | - Patrícia Cavaco
- Research Institute for Medicines (iMed.ULisboa), Lisboa 1649-003, Portugal; Faculdade de Farmácia, Universidade de Lisboa, Lisboa 1649-003, Portugal; Pharmacy Department, Centro Hospitalar de Lisboa Ocidental, Lisboa 1449-005, Portugal
| | - Carla Torre
- Research Institute for Medicines (iMed.ULisboa), Lisboa 1649-003, Portugal; Faculdade de Farmácia, Universidade de Lisboa, Lisboa 1649-003, Portugal
| | - Bruno Sepodes
- Research Institute for Medicines (iMed.ULisboa), Lisboa 1649-003, Portugal; Faculdade de Farmácia, Universidade de Lisboa, Lisboa 1649-003, Portugal
| | - João Rocha
- Research Institute for Medicines (iMed.ULisboa), Lisboa 1649-003, Portugal; Faculdade de Farmácia, Universidade de Lisboa, Lisboa 1649-003, Portugal.
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Liu Y, Cui K, Ma W. Gene mutation profiling in microsatellite instability colorectal cancer and its association with the efficacy of immunotherapy: A retrospective study. Cancer Med 2024; 13:e6910. [PMID: 38746969 PMCID: PMC11094515 DOI: 10.1002/cam4.6910] [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: 08/16/2023] [Revised: 11/29/2023] [Accepted: 12/25/2023] [Indexed: 05/18/2024] Open
Abstract
BACKGROUND Microsatellite instability-high (MSI-H) colorectal cancer (CRC) is known for its heightened responsiveness to immunotherapy. However, establishing robust predictive markers for immunotherapy efficacy remains imperative. This retrospective study aimed to elucidate the genetic landscape of MSI-H CRC and correlate these genetic alterations with immunotherapy outcomes in a cohort of 121 patients. METHODS We analyzed clinical and molecular data from 121 patients with MSI-H CRC. We conducted a thorough genetic analysis of MSI-H CRC patients, with a specific emphasis on the APC, TP53, RAS, and MMR genes. We further analyzed the relationship between gene mutations and immunotherapy efficacy. The primary endpoints analyzed were objective response rate (ORR) and progression-free survival (PFS). All statistical analysis was conducted using SPSS26.0 and R 4.2.0 software. RESULTS Our findings underscored the complexity of the genetic landscape in MSI-H CRC, shedding light on the intricate interplay of these genes in CRC development. Notably, mutations in MMR genes exhibited a distinctive pattern, providing insights into the underlying mechanisms of MSI-H. Furthermore, our results revealed correlations between specific genetic alterations and immunotherapy outcomes, with a particular focus on treatment response rates and progression-free survival. CONCLUSION This study represents a significant step toward unraveling the genetic nuances of MSI-H CRC. The distinctive pattern of MMR gene mutations not only adds depth to our understanding of MSI-H CRC but also hints at potential avenues for targeted therapies. This research sets the stage for future investigations aimed at refining therapeutic strategies and improving outcomes for patients with MSI-H CRC.
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Affiliation(s)
- Ying Liu
- Department of OncologyThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouHenanPeople's Republic of China
| | - Kang Cui
- Department of OncologyThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouHenanPeople's Republic of China
| | - Wang Ma
- Department of OncologyThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouHenanPeople's Republic of China
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Popescu I, Dudău AM, Dima S, Herlea V, Croitoru VM, Dinu IM, Miron M, Lupescu I, Croitoru-Cazacu IM, Dumitru R, Croitoru AE. Multimodal Treatment of Metastatic Rectal Cancer in a Young Patient: Case Report and Literature Review. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:696. [PMID: 38792879 PMCID: PMC11123219 DOI: 10.3390/medicina60050696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Revised: 04/14/2024] [Accepted: 04/19/2024] [Indexed: 05/26/2024]
Abstract
Metastatic colorectal cancer requires a multidisciplinary and individualized approach. Herein, we reported the case of a young woman diagnosed with metastatic rectal cancer who received an individualized multimodal treatment strategy that resulted in a remarkable survival. There were several particular aspects of this case, such as the early onset of the disease, the successful use of conversion therapy, the application of liquid biopsy to guide treatment, and the specific nature of the bone metastasis. To offer more insights for navigating such challenges in patients with metastatic colorectal cancer, we have conducted a literature review to find more data related to the particularities of this case. The incidence of early onset colorectal cancer is on the rise. Data suggests that it differs from older-onset colorectal cancer in terms of its pathological, epidemiological, anatomical, metabolic, and biological characteristics. Conversion therapy and surgical intervention provide an opportunity for cure and improve outcomes in metastatic colorectal cancer. It is important to approach each case individually, as every patient with limited liver disease should be considered as a candidate for secondary resection. Moreover, liquid biopsy has an important role in the individualized management of metastatic colorectal cancer patients, as it offers additional information for treatment decisions.
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Affiliation(s)
- Ionuț Popescu
- Faculty of Medicine, Titu Maiorescu University, 040441 Bucharest, Romania; (I.P.); (V.M.C.)
| | - Ana-Maria Dudău
- Faculty of Medicine, Titu Maiorescu University, 040441 Bucharest, Romania; (I.P.); (V.M.C.)
- Medical Oncology Department, Fundeni Clinical Institute, 022328 Bucharest, Romania; (I.M.D.); (M.M.); (I.M.C.-C.); (A.E.C.)
| | - Simona Dima
- Faculty of Medicine, University of Medicine and Pharmacy Carol Davila, 020021 Bucharest, Romania; (S.D.); (V.H.); (I.L.); (R.D.)
- Center of Excellence in Translational Medicine, Fundeni Clinical Institute, 022328 Bucharest, Romania
| | - Vlad Herlea
- Faculty of Medicine, University of Medicine and Pharmacy Carol Davila, 020021 Bucharest, Romania; (S.D.); (V.H.); (I.L.); (R.D.)
- Pathology Department, Fundeni Clinical Institute, 022328 Bucharest, Romania
| | - Vlad M. Croitoru
- Faculty of Medicine, Titu Maiorescu University, 040441 Bucharest, Romania; (I.P.); (V.M.C.)
- Medical Oncology Department, Fundeni Clinical Institute, 022328 Bucharest, Romania; (I.M.D.); (M.M.); (I.M.C.-C.); (A.E.C.)
| | - Ioana Mihaela Dinu
- Medical Oncology Department, Fundeni Clinical Institute, 022328 Bucharest, Romania; (I.M.D.); (M.M.); (I.M.C.-C.); (A.E.C.)
| | - Monica Miron
- Medical Oncology Department, Fundeni Clinical Institute, 022328 Bucharest, Romania; (I.M.D.); (M.M.); (I.M.C.-C.); (A.E.C.)
| | - Ioana Lupescu
- Faculty of Medicine, University of Medicine and Pharmacy Carol Davila, 020021 Bucharest, Romania; (S.D.); (V.H.); (I.L.); (R.D.)
- Radiology Department, Fundeni Clinical Institute, 022328 Bucharest, Romania
| | - Irina M. Croitoru-Cazacu
- Medical Oncology Department, Fundeni Clinical Institute, 022328 Bucharest, Romania; (I.M.D.); (M.M.); (I.M.C.-C.); (A.E.C.)
- Faculty of Medicine, University of Medicine and Pharmacy Carol Davila, 020021 Bucharest, Romania; (S.D.); (V.H.); (I.L.); (R.D.)
| | - Radu Dumitru
- Faculty of Medicine, University of Medicine and Pharmacy Carol Davila, 020021 Bucharest, Romania; (S.D.); (V.H.); (I.L.); (R.D.)
- Radiology Department, Fundeni Clinical Institute, 022328 Bucharest, Romania
| | - Adina Emilia Croitoru
- Medical Oncology Department, Fundeni Clinical Institute, 022328 Bucharest, Romania; (I.M.D.); (M.M.); (I.M.C.-C.); (A.E.C.)
- Faculty of Medicine, University of Medicine and Pharmacy Carol Davila, 020021 Bucharest, Romania; (S.D.); (V.H.); (I.L.); (R.D.)
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Dakal TC, George N, Xu C, Suravajhala P, Kumar A. Predictive and Prognostic Relevance of Tumor-Infiltrating Immune Cells: Tailoring Personalized Treatments against Different Cancer Types. Cancers (Basel) 2024; 16:1626. [PMID: 38730579 PMCID: PMC11082991 DOI: 10.3390/cancers16091626] [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: 03/13/2024] [Revised: 04/12/2024] [Accepted: 04/17/2024] [Indexed: 05/13/2024] Open
Abstract
TIICs are critical components of the TME and are used to estimate prognostic and treatment responses in many malignancies. TIICs in the tumor microenvironment are assessed and quantified by categorizing immune cells into three subtypes: CD66b+ tumor-associated neutrophils (TANs), FoxP3+ regulatory T cells (Tregs), and CD163+ tumor-associated macrophages (TAMs). In addition, many cancers have tumor-infiltrating M1 and M2 macrophages, neutrophils (Neu), CD4+ T cells (T-helper), CD8+ T cells (T-cytotoxic), eosinophils, and mast cells. A variety of clinical treatments have linked tumor immune cell infiltration (ICI) to immunotherapy receptivity and prognosis. To improve the therapeutic effectiveness of immune-modulating drugs in a wider cancer patient population, immune cells and their interactions in the TME must be better understood. This study examines the clinicopathological effects of TIICs in overcoming tumor-mediated immunosuppression to boost antitumor immune responses and improve cancer prognosis. We successfully analyzed the predictive and prognostic usefulness of TIICs alongside TMB and ICI scores to identify cancer's varied immune landscapes. Traditionally, immune cell infiltration was quantified using flow cytometry, immunohistochemistry, gene set enrichment analysis (GSEA), CIBERSORT, ESTIMATE, and other platforms that use integrated immune gene sets from previously published studies. We have also thoroughly examined traditional limitations and newly created unsupervised clustering and deconvolution techniques (SpatialVizScore and ProTICS). These methods predict patient outcomes and treatment responses better. These models may also identify individuals who may benefit more from adjuvant or neoadjuvant treatment. Overall, we think that the significant contribution of TIICs in cancer will greatly benefit postoperative follow-up, therapy, interventions, and informed choices on customized cancer medicines.
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Affiliation(s)
- Tikam Chand Dakal
- Genome and Computational Biology Lab, Department of Biotechnology, Mohanlal Sukhadia University, Udaipur 313001, Rajasthan, India
| | - Nancy George
- Department of Biotechnology, Chandigarh University, Mohali 140413, Punjab, India;
| | - Caiming Xu
- Department of Molecular Diagnostics and Experimental Therapeutics, Beckman Research Institute of the City of Hope, Monrovia, CA 91010, USA;
| | - Prashanth Suravajhala
- Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Clappana P.O. 690525, Kerala, India;
| | - Abhishek Kumar
- Manipal Academy of Higher Education (MAHE), Manipal 576104, Karnataka, India
- Institute of Bioinformatics, International Technology Park, Bangalore 560066, Karnataka, India
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Nádorvári ML, Lotz G, Kulka J, Kiss A, Tímár J. Microsatellite instability and mismatch repair protein deficiency: equal predictive markers? Pathol Oncol Res 2024; 30:1611719. [PMID: 38655493 PMCID: PMC11036414 DOI: 10.3389/pore.2024.1611719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 03/27/2024] [Indexed: 04/26/2024]
Abstract
Current clinical guidelines recommend mismatch repair (MMR) protein immunohistochemistry (IHC) or molecular microsatellite instability (MSI) tests as predictive markers of immunotherapies. Most of the pathological guidelines consider MMR protein IHC as the gold standard test to identify cancers with MMR deficiency and recommend molecular MSI tests only in special circumstances or to screen for Lynch syndrome. However, there are data in the literature which suggest that the two test types may not be equal. For example, molecular epidemiology studies reported different rates of deficient MMR (dMMR) and MSI in various cancer types. Additionally, direct comparisons of the two tests revealed relatively frequent discrepancies between MMR IHC and MSI tests, especially in non-colorectal and non-endometrial cancers and in cases with unusual dMMR phenotypes. There are also scattered clinical data showing that the efficacy of immune checkpoint inhibitors is different if the patient selection was based on dMMR versus MSI status of the cancers. All these observations question the current dogma that dMMR phenotype and genetic MSI status are equal predictive markers of the immunotherapies.
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Affiliation(s)
| | | | | | | | - József Tímár
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
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