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Talebi F, Gregucci F, Ahmed J, Ben Chetrit N, D. Brown B, Chan TA, Chand D, Constanzo J, Demaria S, I. Gabrilovich D, Golden E, Godkin A, Guha C, P. Gupta G, Hasan A, G. Herrera F, Kaufman H, Li D, A. Melcher A, McDonald S, Merghoub T, Monjazeb AM, Paris S, Pitroda S, Sadanandam A, Schaue D, Santambrogio L, Szapary P, Sage J, W. Welsh J, Wilkins A, H. Young K, Wennerberg E, Zitvogel L, Galluzzi L, Deutsch E, C. Formenti S. Updates on radiotherapy-immunotherapy combinations: Proceedings of 8th Annual ImmunoRad Conference. Oncoimmunology 2025; 14:2507856. [PMID: 40401900 PMCID: PMC12101595 DOI: 10.1080/2162402x.2025.2507856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2025] [Revised: 05/12/2025] [Accepted: 05/13/2025] [Indexed: 05/23/2025] Open
Abstract
The annual ImmunoRad Conference has established itself as a recurrent occasion to explore the possibility of combining radiation therapy (RT) and immunotherapy (IT) for clinical cancer management. Bringing together a number of preclinical and clinical leaders in the fields of radiation oncology, immuno-oncology and IT, this annual event fosters indeed essential conversations and fruitful exchanges on how to address existing challenges to expand the therapeutic value of RT-IT combinations. The 8th edition of the ImmunoRad Conference, which has been held in October 2024 at the Weill Cornell Medical College of New York City, highlighted exciting preclinical and clinical advances at the interface between RT and IT, setting the stage for extra progress toward extended benefits for patients with an increasing variety of tumor types. Here, we critically summarize the lines of investigation that have been discussed at the occasion of the 8th Annual ImmunoRad Conference.
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Affiliation(s)
- Fereshteh Talebi
- Department of Radiation Oncology, Weill Cornell Medicine, New York, NY, USA
| | - Fabiana Gregucci
- Department of Radiation Oncology, Weill Cornell Medicine, New York, NY, USA
| | - Jalal Ahmed
- Icahn Genomics Institute, Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Nir Ben Chetrit
- Department of Radiation Oncology, Weill Cornell Medicine, New York, NY, USA
| | - Brian D. Brown
- Icahn Genomics Institute, Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Timothy A. Chan
- Department of Cancer Sciences, Global Center for Immunotherapy and Precision Immuno-Oncology, Cleveland Clinic, Cleveland, OH, USA
- Case Western University School of Medicine, Cleveland, OH, USA
| | | | - Julie Constanzo
- Institut de Recherche en Cancérologie de Montpellier (IRCM), INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier (ICM), Montpellier, France
| | - Sandra Demaria
- Department of Radiation Oncology, Weill Cornell Medicine, New York, NY, USA
| | | | - Encouse Golden
- Department of Radiation Oncology, Weill Cornell Medicine, New York, NY, USA
| | - Andrew Godkin
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff, UK
| | - Chandan Guha
- Departments of Radiation Oncology and Pathology, Albert Einstein College of Medicine, New York, NY, USA
| | - Gaorav P. Gupta
- Department of Radiation Oncology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | - Fernanda G. Herrera
- AGORA Cancer Research Center, Swiss Cancer Center Leman, Lausanne, Switzerland
- Services of Radiation Oncology and Immuno-Oncology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland
- Department of Oncology, Ludwig Institute of Cancer Research, University of Lausanne, Lausanne, Switzerland
| | | | - Donna Li
- University of Wisconsin, Madison, WI, USA
| | - Alan A. Melcher
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK
| | - Sierra McDonald
- UNC Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - Taha Merghoub
- Swim Across America and Ludwig Collaborative Laboratory, Department of Pharmacology, Weill Cornell Medicine, New York, NY, USA
- Sandra and Edward Meyer Cancer Center and Parker Institute for Cancer Immunotherapy, Weill Cornell Medicine, New York, NY, USA
| | - Arta M. Monjazeb
- Department of Radiation Oncology, University of California, San Diego, CA, USA
| | | | - Sean Pitroda
- Department of Radiation and Cellular Oncology and Ludwig Center for Metastasis Research, University of Chicago, Chicago, IL, USA
| | - Anguraj Sadanandam
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Dörthe Schaue
- Department of Radiation Oncology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Laura Santambrogio
- Department of Radiation Oncology, Weill Cornell Medicine, New York, NY, USA
| | | | - Julien Sage
- Departments of Genetics and Pediatrics, Stanford University, Stanford, California
| | - James W. Welsh
- Department of Radiation Oncology, MD Anderson Cancer Center, University of Texas, Houston, TX, USA
| | - Anna Wilkins
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK
| | - Kristina H. Young
- Division of Radiation Oncology, The Oregon Clinic, Portland, OR, USA
- Earle A. Chiles Research Institute, Providence Cancer Institute, Portland, OR, USA
| | - Eric Wennerberg
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK
| | - Laurence Zitvogel
- Gustave Roussy, INSERM U1015, Division of Medicine, Paris-Saclay University, Center of Clinical Investigations BIOTHERIS, Villejuif, France
| | - Lorenzo Galluzzi
- Cancer Signaling and Microenvironment Program, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Eric Deutsch
- Department of Radiation Oncology, Gustave Roussy, INSERM U1030, Division of Medicine, Paris-Saclay University, RHU LySAIRI “Lymphocyte-Sparing Artificial Intelligence-guided Radio-Immunotherapy”, Villejuif, France
| | - Silvia C. Formenti
- Department of Radiation Oncology, Weill Cornell Medicine, New York, NY, USA
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Gupta MK, Gouda G, Moazzam-Jazi M, Vadde R, Nagaraju GP, El-Rayes BF. CRISPR/Cas9-directed epigenetic editing in colorectal cancer. Biochim Biophys Acta Rev Cancer 2025; 1880:189338. [PMID: 40315964 DOI: 10.1016/j.bbcan.2025.189338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Revised: 03/21/2025] [Accepted: 04/28/2025] [Indexed: 05/04/2025]
Abstract
Colorectal cancer (CRC) remains a leading cause of cancer-related illness and death worldwide, arising from a complex interplay of genetic predisposition, environmental influences, and epigenetic dysregulation. Among these factors, epigenetic modifications-reversible and heritable changes in gene expression-serve as crucial regulators of CRC progression. Understanding these modifications is essential for identifying potential biomarkers for early diagnosis and developing targeted therapeutic strategies. Epigenetic drugs (epidrugs) such as DNA methyltransferase inhibitors (e.g., decitabine) and bromodomain inhibitors (e.g., JQ1) have shown promise in modulating aberrant epigenetic changes in CRC. However, challenges such as drug specificity, delivery, and safety concerns limit their clinical application. Advances in CRISPR-Cas9-based epigenetic editing offer a more precise approach to modifying specific epigenetic markers, presenting a potential breakthrough in CRC treatment. Despite its promise, CRISPR-based epigenome editing may result in unintended genetic modifications, necessitating stringent regulations and safety assessments. Beyond pharmacological interventions, lifestyle factors-including diet and gut microbiome composition-play a significant role in shaping the epigenetic landscape of CRC. Nutritional and microbiome-based interventions have shown potential in preventing CRC development by maintaining intestinal homeostasis and reducing tumor-promoting epigenetic changes. This review provides a comprehensive overview of epigenetic alterations in CRC, exploring their implications for diagnosis, prevention, and treatment. By integrating multi-omics approaches, single-cell technologies, and model organism studies, future research can enhance the specificity and efficacy of epigenetic-based therapies. Shortly, a combination of advanced gene-editing technologies, targeted epidrugs, and lifestyle interventions may pave the way for more effective and personalized CRC treatment strategies.
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Affiliation(s)
- Manoj Kumar Gupta
- Hematology, Hemostasis, Oncology, and Stem Cell Transplantation, Hannover Medical School, Hannover 30625, Germany
| | - Gayatri Gouda
- ICAR-National Rice Research Institute, Cuttack 753 006, Odisha, India
| | - Maryam Moazzam-Jazi
- Cellular and Molecular Endocrine Research Center, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Ramakrishna Vadde
- Department of Biotechnology and Bioinformatics, Yogi Vemana University, Kadapa 516005, Andhra Pradesh, India
| | - Ganji Purnachandra Nagaraju
- Division of Hematology & Oncology, Heersink School of Medicine, The University of Alabama at Birmingham, Birmingham, AL 35233, USA.
| | - Bassel F El-Rayes
- Division of Hematology & Oncology, Heersink School of Medicine, The University of Alabama at Birmingham, Birmingham, AL 35233, USA.
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Gope TK, Pal D, Srivastava AK, Chatterjee B, Bose S, Ain R. ARID3A inhibits colorectal cancer cell stemness and drug-resistance by targeting a multitude of stemness-associated genes. Life Sci 2025; 372:123642. [PMID: 40250751 DOI: 10.1016/j.lfs.2025.123642] [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: 01/27/2025] [Revised: 03/14/2025] [Accepted: 04/11/2025] [Indexed: 04/20/2025]
Abstract
AIMS ARID3A is highly expressed in CRC patients. However, the functional role of ARID3A in CRC remains unexplored. We sought to demonstrate ARID3A function in CRC. MATERIALS AND METHODS ARID3A was knocked-down using lentiviruses harboring shRNA. CRC patients' tissue cDNA array was used to assess expression of ARID3A. Effect of ARID3A on CSC-associated genes was analysed using real-time PCR array. Western-blot analysis and ChIP assay were used to validate the role of ARID3A. Paclitaxel-resistant CSC-enriched cell population was used to assess correlation between ARID3A, stemness and drug resistance potential. Ex vivo findings were corroborated on preclinical mouse model. KEY FINDINGS ARID3A expression was significantly higher throughout CRC stages than normal individuals. ARID3A expression was significantly higher in the aggressive CRC cell line HCT116 compared to HT29, which expressed higher levels of CD44, CD133, and EpCAM, suggesting a reciprocal relationship between ARID3A expression and CRC stemness. Real-time PCR-based stem cell array using ARID3A-knockdown HCT116 cells showed upregulation of 9 cancer stem cell (CSC)-associated genes. ChIP-assay verified binding of ARID3A on transcriptionally active promoter regions of CSC associated genes. ARID3A depletion led to enhanced proliferation, anchorage-independent growth, and ABCG2 upregulation in HCT116 cells. In paclitaxel-resistant HCT116 cells, ARID3A expression was dampened, whereas, CD44 and CD133 increased. ARID3A knockdown accelerated tumor growth and promoted larger tumor formation in nude-mouse xenograft model. Ki67, CD44 and CD133 were highly upregulated in knockdown tumors. SIGNIFICANCE This study demonstrated that ARID3A inhibits CRC stemness, anchorage-independent growth, self-renewal, anti-cancer drug resistance of CRC cells and tumor growth in vivo.
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Affiliation(s)
- Tamal Kanti Gope
- Division of Cell Biology and Physiology, CSIR-Indian Institute of Chemical Biology, 4, Raja S.C. Mullick Road, Jadavpur, Calcutta, West-Bengal 700032, India; Academy of Scientific and Innovative Research (AcSIR), Sector 19, Kamla Nehru Nagar, Ghaziabad, UP 201002, India
| | - Debankur Pal
- Division of Cell Biology and Physiology, CSIR-Indian Institute of Chemical Biology, 4, Raja S.C. Mullick Road, Jadavpur, Calcutta, West-Bengal 700032, India; Academy of Scientific and Innovative Research (AcSIR), Sector 19, Kamla Nehru Nagar, Ghaziabad, UP 201002, India
| | - Amit Kumar Srivastava
- Cancer Biology & Inflammatory Disorder Division, CSIR-Indian Institute of Chemical Biology, Kolkata, WB, India
| | - Bilash Chatterjee
- Cancer Biology & Inflammatory Disorder Division, CSIR-Indian Institute of Chemical Biology, Kolkata, WB, India
| | - Subhankar Bose
- Cancer Biology & Inflammatory Disorder Division, CSIR-Indian Institute of Chemical Biology, Kolkata, WB, India
| | - Rupasri Ain
- Division of Cell Biology and Physiology, CSIR-Indian Institute of Chemical Biology, 4, Raja S.C. Mullick Road, Jadavpur, Calcutta, West-Bengal 700032, India; Academy of Scientific and Innovative Research (AcSIR), Sector 19, Kamla Nehru Nagar, Ghaziabad, UP 201002, India.
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Wouters VM, Helderman RFCPA, Cameron K, van der Hooff SR, Torang A, van den Bergh S, Jackstadt R, Sansom OJ, van Neerven SM, Medema JP. CDX2 downregulation regulates intrinsic WNT pathway activation, dictating metastasis in APC and CTNNB1 wildtype colorectal cancer. Oncogene 2025; 44:2091-2102. [PMID: 40189705 PMCID: PMC12167708 DOI: 10.1038/s41388-025-03365-5] [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: 09/27/2024] [Revised: 02/14/2025] [Accepted: 03/20/2025] [Indexed: 06/18/2025]
Abstract
Colorectal cancer (CRC) can be divided into 4 subtypes of which consensus molecular subtype 4 (CMS4) is associated with metastasis and poor survival. Previously, we reported that the KPN mouse model resembles human CMS4. Strikingly, although tumor formation in this model is slow and limited, effective metastasis is observed. To understand this aggressive behavior, we compared two distinct in vitro KPN models, organoids and tumoroids. The organoid model only carries the original mutations, while the tumoroids are derived from in vivo grown tumors that underwent selection during development. Here, we reveal that tumoroids harbor endogenous WNT pathway activity, which can be driven by tankyrase activity and Cdx2 downregulation. Importantly, WNT pathway activation was heterogeneous in nature, subject to regulation and allowed for a mixture of WNT-driven and YAP-driven cells within tumoroids. This unique type of WNT pathway activation is not crucial for colonic tumor growth, but results in metastatic spreading. Intriguingly, these findings reflect a specific subset of aggressive human CMS4 cancers that display low CDX2 expression and lack of classical WNT pathway mutations, while having a higher tendency to metastasize. Together, these data propose a novel mechanism for WNT pathway activation that drives metastasis formation in aggressive CRC.
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Affiliation(s)
- Valérie M Wouters
- Laboratory of Experimental Oncology and Radiobiology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, van der Boechorststraat 6b, 1081BT, Amsterdam, The Netherlands
- Oncode Institute, Amsterdam, The Netherlands
| | - Roxan F C P A Helderman
- Laboratory of Experimental Oncology and Radiobiology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, van der Boechorststraat 6b, 1081BT, Amsterdam, The Netherlands
- Oncode Institute, Amsterdam, The Netherlands
| | - Kate Cameron
- Laboratory of Experimental Oncology and Radiobiology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, van der Boechorststraat 6b, 1081BT, Amsterdam, The Netherlands
- Oncode Institute, Amsterdam, The Netherlands
| | - Sander R van der Hooff
- Laboratory of Experimental Oncology and Radiobiology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, van der Boechorststraat 6b, 1081BT, Amsterdam, The Netherlands
- Oncode Institute, Amsterdam, The Netherlands
| | - Arezo Torang
- Laboratory of Experimental Oncology and Radiobiology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, van der Boechorststraat 6b, 1081BT, Amsterdam, The Netherlands
- Oncode Institute, Amsterdam, The Netherlands
| | - Saskia van den Bergh
- Laboratory of Experimental Oncology and Radiobiology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, van der Boechorststraat 6b, 1081BT, Amsterdam, The Netherlands
- Oncode Institute, Amsterdam, The Netherlands
| | - Rene Jackstadt
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM GmbH), Heidelberg, Germany. Cancer Progression and Metastasis Group, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Owen J Sansom
- CRUK Scotland Institute, Garscube Estate, Switchback Road, Glasgow, G61 1BD, UK
- School of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Glasgow, G61 1QH, UK
| | - Sanne M van Neerven
- Wellcome Trust-Cancer Research UK Gurdon Institute, University of Cambridge, CB2 1QN, Cambridge, UK
| | - Jan Paul Medema
- Laboratory of Experimental Oncology and Radiobiology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, van der Boechorststraat 6b, 1081BT, Amsterdam, The Netherlands.
- Oncode Institute, Amsterdam, The Netherlands.
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5
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Tian B, Xia X, Li Q, Qin J. Advances in BRAF mutated colorectal cancer-could deoxycholic acid be the culprit? Biochim Biophys Acta Rev Cancer 2025; 1880:189347. [PMID: 40339670 DOI: 10.1016/j.bbcan.2025.189347] [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: 09/13/2024] [Revised: 05/02/2025] [Accepted: 05/05/2025] [Indexed: 05/10/2025]
Abstract
BRAF mutated colorectal cancer (CRC) often demonstrates distinct molecular profiles characterized by a high methylator phenotype with two different microsatellite statuses (MSI and MSS) and corresponding methylation spectra. Prognostic disparities between these two different BRAF mutated CRC arise from divergent carcinogenic pathways, with BRAF-mutated MSS CRC exhibiting particularly unfavorable clinical outcomes. The underlying mechanism of these phenomena stems from epigenetic heterogeneity in methylation landscapes. Emerging evidences linking cholelithiasis and deoxycholic acid (DCA) to BRAF-mutated CRC pathogenesis warrant systematic investigation into their potential mechanistic relationships. Elucidating these connections could unravel novel pathogenetic pathways and inform targeted strategies for risk mitigation, molecular diagnostics, and therapeutic intervention of BRAF-mutated CRC.
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Affiliation(s)
- Binle Tian
- Cancer Center, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China; Shanghai Key Laboratory of Pancreatic Disease, Institute of Pancreatic Disease, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China
| | - Xin Xia
- Department of Hematology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China; Department of Hematology, Tongji Hospital, Tongji University School of Medicine, Shanghai 200065, China
| | - Qi Li
- Cancer Center, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China; Shanghai Key Laboratory of Pancreatic Disease, Institute of Pancreatic Disease, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.
| | - Jian Qin
- Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.
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Dragomir MP, Popovici V, Schallenberg S, Čarnogurská M, Horst D, Nenutil R, Bosman F, Budinská E. A quantitative tumor-wide analysis of morphological heterogeneity of colorectal adenocarcinoma. J Pathol Clin Res 2025; 11:e70034. [PMID: 40511583 PMCID: PMC12163513 DOI: 10.1002/2056-4538.70034] [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: 07/11/2024] [Revised: 03/21/2025] [Accepted: 05/20/2025] [Indexed: 06/16/2025]
Abstract
The intertumoral and intratumoral heterogeneity of colorectal adenocarcinoma (CRC) at the morphologic level is poorly understood. Previously, we identified morphological patterns associated with CRC molecular subtypes and their distinct molecular motifs. Here we aimed to evaluate the heterogeneity of these patterns across CRC. Three pathologists evaluated dominant, secondary, and tertiary morphology on four sections from four different FFPE blocks per tumor in a pilot set of 22 CRCs. An AI-based image analysis tool was trained on these tumors to evaluate the morphologic heterogeneity on an extended set of 161 stage I-IV primary CRCs (n = 644 H&E sections). We found that most tumors had two or three different dominant morphotypes and the complex tubular (CT) morphotype was the most common. The CT morphotype showed no combinatorial preferences. Desmoplastic (DE) morphotype was rarely dominant and rarely combined with other dominant morphotypes. Mucinous (MU) morphotype was mostly combined with solid/trabecular (TB) and papillary (PP) morphotypes. Most tumors showed medium or high heterogeneity, but no associations were found between heterogeneity and clinical parameters. A higher proportion of DE morphotype was associated with higher T-stage, N-stage, distant metastases, AJCC stage, and shorter overall survival (OS) and relapse-free survival (RFS). A higher proportion of MU morphotype was associated with higher grade, right side, and microsatellite instability (MSI). PP morphotype was associated with earlier T- and N-stage, absence of metastases, and improved OS and RFS. CT was linked to left side, lower grade, and better survival in stage I-III patients. MSI tumors showed higher proportions of MU and TB, and lower CT and PP morphotypes. These findings suggest that morphological shifts accompany tumor progression and highlight the need for extensive sampling and AI-based analysis. In conclusion, we observed unexpectedly high intratumoral morphological heterogeneity of CRC and found that it is not heterogeneity per se, but the proportions of morphologies that are associated with clinical outcomes.
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Affiliation(s)
- Mihnea P Dragomir
- Institute of PathologyCharité‐Universitätsmedizin BerlinBerlinGermany
- German Cancer Consortium (DKTK), Partner Site Berlin, and German Cancer Research Center (DKFZ)HeidelbergGermany
- Berlin Institute of Health (BIH)BerlinGermany
| | | | | | | | - David Horst
- Institute of PathologyCharité‐Universitätsmedizin BerlinBerlinGermany
- German Cancer Consortium (DKTK), Partner Site Berlin, and German Cancer Research Center (DKFZ)HeidelbergGermany
| | | | - Fred Bosman
- University Institute of PathologyUniversity of LausanneLausanneSwitzerland
| | - Eva Budinská
- Masarykova Univerzita, RECETOXBrnoCzech Republic
- Masaryk Memorial Cancer InstituteBrnoCzech Republic
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7
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Gerakopoulos V, Ramos C, Müller C, Walterskirchen N, Vintila S, Zotter C, Ilg M, Pap A, Riss S, Bergmann M, Unger LW, Vogt AB, Oehler R, Lukowski SW. Single-cell transcriptomic analysis identifies tissue-specific fibroblasts as the main modulators of myeloid cells in peritoneal metastasis of different origin. Cancer Lett 2025; 620:217678. [PMID: 40154914 DOI: 10.1016/j.canlet.2025.217678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Revised: 03/12/2025] [Accepted: 03/25/2025] [Indexed: 04/01/2025]
Abstract
Colorectal cancer (CRC) peritoneal metastasis (CPM) is related to limited therapy options and poor prognosis. Although stromal cells heavily infiltrate most CPMs, interactions between different cell types in their microenvironment remain unclear. Here, we investigated tumor and distant normal tissue from CPM and CRC patients using single-cell RNA sequencing. Investigating the incoming and outgoing signals between cells revealed that fibroblasts dominate the CPM signaling landscape with myeloid cells as their strongest interaction partner. Using immunohistochemistry, we confirmed that fibroblasts co-localize with macrophages in the CPM microenvironment. A fibroblast sub-population detected only in CPM and normal peritoneum demonstrated immunoregulatory properties in co-culture experiments, and was further detected in additional peritoneal malignancies derived from ovarian and gastric origin. This novel fibroblast type and its communication with macrophages could be attractive targets for therapeutic interventions in CPM and potentially peritoneal surface malignancies in general.
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Affiliation(s)
- Vasileios Gerakopoulos
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, 1090, Vienna, Austria
| | - Cristiano Ramos
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, 1090, Vienna, Austria
| | - Catharina Müller
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, 1090, Vienna, Austria
| | - Natalie Walterskirchen
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, 1090, Vienna, Austria
| | - Stefania Vintila
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, 1090, Vienna, Austria
| | - Chiara Zotter
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, 1090, Vienna, Austria
| | - Mathias Ilg
- Cancer Immunology and Immune Modulation, Boehringer Ingelheim RCV GmBH & Co KG., Dr. Boehringer Gasse 5-11, 1120, Vienna, Austria
| | - Anna Pap
- Cancer Immunology and Immune Modulation, Boehringer Ingelheim RCV GmBH & Co KG., Dr. Boehringer Gasse 5-11, 1120, Vienna, Austria
| | - Stefan Riss
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, 1090, Vienna, Austria
| | - Michael Bergmann
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, 1090, Vienna, Austria
| | - Lukas W Unger
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, 1090, Vienna, Austria; Dept. of Colorectal Surgery, Oxford University Hospitals, Old Rd, Headington, Oxford, OX3 7LE, United Kingdom
| | - Anne B Vogt
- Cancer Immunology and Immune Modulation, Boehringer Ingelheim RCV GmBH & Co KG., Dr. Boehringer Gasse 5-11, 1120, Vienna, Austria
| | - Rudolf Oehler
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, 1090, Vienna, Austria.
| | - Samuel W Lukowski
- Cancer Immunology and Immune Modulation, Boehringer Ingelheim RCV GmBH & Co KG., Dr. Boehringer Gasse 5-11, 1120, Vienna, Austria
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8
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Baumann E, Lechner S, Krebs P, Kirsch R, Berger MD, Lugli A, Nagtegaal ID, Perren A, Zlobec I. Deep learning-based quantification of eosinophils and lymphocytes shows complementary prognostic effects in colorectal cancer patients. NPJ Precis Oncol 2025; 9:175. [PMID: 40514395 PMCID: PMC12166090 DOI: 10.1038/s41698-025-00955-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2025] [Accepted: 05/20/2025] [Indexed: 06/16/2025] Open
Abstract
The immune microenvironment of colorectal cancer is a major component of the disease and influences not only tumor progression and patient outcome but also therapy response. Expanding on existing studies which have explored the prognostic value of the adaptive immune response with lymphocytes, our study integrates innate immune cells, specifically eosinophils, in a combined analysis. To evaluate the prognostic significance of eosinophils within the context of lymphocyte infiltration, we analyzed a large collective of 1625 colorectal cancer cases from four different centers. For this purpose, we develop an automatic deep learning pipeline for quantification of these immune cells directly from hematoxylin and eosin-stained whole slide images. Our analysis shows eosinophils in the tumor front (EosF) as independent prognostic factor (HR = 0.70, 95%CI = 0.55 - 0.90, p = 0.005), particularly also in microsatellite instability (MSI) cases (HR = 0.32, 95%CI = 0.14 - 0.74, p = 0.008). Moreover, EosF and intraepithelial lymphocytes (IELs) counts are statistically independent and provide additive prognostic information (EosF: HR = 0.71, 95%CI = 0.55 - 0.90, p = 0.005, IELs HR = 0.59, 95%CI = 0.35 - 0.99, p = 0.047). Our study demonstrates that eosinophils are an independent prognostic factor, which can be automatically quantified, underscoring its high potential for translation to a diagnostic biomarker. Moreover, our work could pave the way towards an integrated immune score directly from hematoxylin and eosin-stained sections.
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Affiliation(s)
- Elias Baumann
- Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland
- Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland
| | - Sophie Lechner
- Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland
| | - Philippe Krebs
- Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland
| | - Richard Kirsch
- Pathology and Laboratory Medicine, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Martin D Berger
- Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Alessandro Lugli
- Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland
| | - Iris D Nagtegaal
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Aurel Perren
- Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland
| | - Inti Zlobec
- Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland.
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Ong CAJ, Zhao JJ, Liu Y, Srivastava S, Chia DK, Quek YE, Fan X, Ma H, Huang KK, Sheng T, Tan QX, Ng G, Tan JW, Lee JYJ, Loo LH, Chong LY, Ong XW, Tay ST, Hagihara T, Tan A, Joseph CRC, Teo MC, Hendrikson J, Chong CY, Guo W, Chia CS, Wong JS, Seo CJ, Cai M, Tay Y, Sim KM, Tay RY, Walsh R, Guaglio M, Morano F, Teh M, Lum HYJ, Lim TK, Vermeulen L, Bijlsma MF, Lenos K, Klempner SJ, Yeong JP, Yong WP, Pietrantonio F, Tan P, Sundar R. Spatial Heterogeneity, Stromal Phenotypes, and Therapeutic Vulnerabilities in Colorectal Cancer Peritoneal Metastasis. Clin Cancer Res 2025; 31:2515-2529. [PMID: 40299767 PMCID: PMC12163601 DOI: 10.1158/1078-0432.ccr-24-3780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Revised: 01/17/2025] [Accepted: 04/09/2025] [Indexed: 05/01/2025]
Abstract
PURPOSE Peritoneal metastases (PM) in colorectal cancer portend a poor prognosis. We sought to elucidate molecular features differentiating primary tumors (PT) from PMs and actionable targets facilitating transcoelomic dissemination and progression. EXPERIMENTAL DESIGN We performed multiomic profiling of 227 samples from 136 patients, including 56 PTs and 120 synchronous PMs comprising 34 matched PT-PM pairs. Whole-exome and bulk RNA sequencing analyses were conducted to identify underlying genomic aberrations and transcriptomic differences between primary and peritoneal lesions. We spatially characterized the microenvironment of tumor-stroma compartments and studied the roles of stromal phenotypes in promulgating tumorigenesis. RESULTS Whole-exome sequencing found that genomic alterations and clonality patterns between PTs and PMs remain broadly similar. Transcriptomic profiles, however, suggest a transition as tumors reach the peritoneum toward a more mesenchymal tumor profile and fibrotic tumor microenvironment. Applying spatial profiling, we identify a fibro-collagenous and immune-infiltrated stromal phenotype [stromal cluster (SC) 2] characterized by increased cancer-associated fibroblasts, memory B cells, M2 macrophages, and T-cell exhaustion. These findings were orthogonally validated by multiplex IHC. Patients with SC2 stroma had poorer survival and were characterized by high SERPINE-1 (PAI-1) expression. PMs in patients with SC2 stroma were associated with enriched oncogenic pathways such as TGF-β. PAI-1 inhibition of colorectal cancer PM cell lines with a novel biologic demonstrated reduced IL2-STAT5 and TGF-β pathways and cell death. CONCLUSIONS Our findings unveil distinctive and actionable molecular signatures, offering deeper insights into the intricate cross-talk between tumor cells and stromal microenvironments enabling PM in colorectal cancer.
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Affiliation(s)
- Chin-Ann Johnny Ong
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore, Singapore
- SingHealth Duke-NUS Surgery Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore
- SingHealth Duke-NUS Oncology Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
- Singapore Gastric Cancer Consortium, Singapore, Singapore
| | - Joseph J. Zhao
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Department of Haematology-Oncology, National University Cancer Institute, Singapore, Singapore
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, Singapore
- Department of Medicine, National University Hospital, Singapore, Singapore
| | - Ying Liu
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore, Singapore
| | - Supriya Srivastava
- Department of Medicine, National University Hospital, Singapore, Singapore
| | - Daryl K.A. Chia
- Department of Surgery, National University Hospital, National University Health System, Singapore, Singapore
| | - Ying En Quek
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Xiaonan Fan
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Haoran Ma
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, Singapore
| | - Kie Kyon Huang
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, Singapore
| | - Taotao Sheng
- Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore
| | - Qiu Xuan Tan
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore, Singapore
| | - Gillian Ng
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore, Singapore
| | - Joey W.S. Tan
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore, Singapore
| | - Jia-Ying Joey Lee
- Bioinformatics Institute (BII), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
- Digital Analytics Laboratory, ImmunoQs Pte. Ltd., Singapore, Singapore
| | - Lit-Hsin Loo
- Bioinformatics Institute (BII), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
- Digital Analytics Laboratory, ImmunoQs Pte. Ltd., Singapore, Singapore
| | - Li Yen Chong
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Xue Wen Ong
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, Singapore
| | - Su Ting Tay
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, Singapore
| | - Takeshi Hagihara
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, Singapore
| | - Angie Tan
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, Singapore
| | - Craig Ryan Cecil Joseph
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Melissa C.C. Teo
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore, Singapore
| | - Josephine Hendrikson
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore, Singapore
| | - Clara Y.L. Chong
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore, Singapore
| | - Wanyu Guo
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore, Singapore
| | - Claramae S. Chia
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore, Singapore
- SingHealth Duke-NUS Surgery Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore
- SingHealth Duke-NUS Oncology Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore
| | - Jolene S.M. Wong
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore, Singapore
- SingHealth Duke-NUS Surgery Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore
- SingHealth Duke-NUS Oncology Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore
| | - Chin Jin Seo
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore, Singapore
- SingHealth Duke-NUS Surgery Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore
- SingHealth Duke-NUS Oncology Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore
| | - Mingzhe Cai
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore, Singapore
- SingHealth Duke-NUS Surgery Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore
- SingHealth Duke-NUS Oncology Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore
| | - Yvonne Tay
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Kevin M.S. Sim
- Department of Pathology, National University Hospital, Singapore, Singapore
| | - Ryan Y.K. Tay
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Robert Walsh
- Department of Haematology-Oncology, National University Cancer Institute, Singapore, Singapore
| | - Marcello Guaglio
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Federica Morano
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Ming Teh
- Department of Medicine, National University Hospital, Singapore, Singapore
| | | | - Tony K.H. Lim
- Department of Anatomical Pathology, Singapore General Hospital, Singapore, Singapore
- Pathology Academic Clinical Program, SingHealth Duke-NUS Academic Medical Centre, Singapore, Singapore
| | - Louis Vermeulen
- Amsterdam UMC Location University of Amsterdam, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Cancer Biology, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, the Netherlands
| | - Maarten F. Bijlsma
- Amsterdam UMC Location University of Amsterdam, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Cancer Biology, Amsterdam, the Netherlands
| | - Kristiaan Lenos
- Amsterdam UMC Location University of Amsterdam, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Cancer Biology, Amsterdam, the Netherlands
| | - Samuel J. Klempner
- Division of Hematology-Oncology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Joe P.S. Yeong
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Wei Peng Yong
- Singapore Gastric Cancer Consortium, Singapore, Singapore
- Department of Haematology-Oncology, National University Cancer Institute, Singapore, Singapore
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Filippo Pietrantonio
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Patrick Tan
- Singapore Gastric Cancer Consortium, Singapore, Singapore
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, Singapore
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
- Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore
- SingHealth/Duke-NUS Institute of Precision Medicine, National Heart Centre Singapore, Singapore, Singapore
| | - Raghav Sundar
- Singapore Gastric Cancer Consortium, Singapore, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Department of Haematology-Oncology, National University Cancer Institute, Singapore, Singapore
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, Singapore
- The N.1 Institute for Health, National University of Singapore, Singapore, Singapore
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10
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Mani P, Mehra L, Deepak R, Tiwari A, Kumar S, R C, Dutta R, Dash NR, Yadav R, Deo SVS, Das P. Evaluation of a novel surrogate panel for classifying human colorectal carcinomas according to consensus molecular subtypes. Hum Pathol 2025:105840. [PMID: 40513960 DOI: 10.1016/j.humpath.2025.105840] [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: 04/28/2025] [Revised: 06/08/2025] [Accepted: 06/10/2025] [Indexed: 06/16/2025]
Abstract
Clinical triaging of colorectal carcinomas (CRCs) is essential for prognostication and therapeutic decision-making. Consensus Molecular Subtyping (CMS) was developed for this purpose; however, it requires comprehensive genomic and transcriptomic studies and prediction algorithms, restricting its usage. We examined the utility of a limited surrogate panel of markers for classifying CRCs. We investigated the expression of immunohistochemical markers MLH1, PMS2, MSH2, MSH6, CDX2, HTRB2, FRMD6, and GLUT1, along with reverse transcriptase polymerase chain reaction for KRAS mutation in a retrospective cohort of 100 CRCs. MMR-deficient cases were classified as CMS1. Differential expressions of other markers, alongside consideration of KRAS mutation status as per CMS guidelines, were utilized to classify the tumors into three additional groups. A significant correlation was observed between tumor subtypes and TNM stage groups (P 0.04). While most stage I and II tumors were CMS1 (77.1 %, n-27/35) and CMS2 tumors (91.7 %, n-11/12), stage III and IV tumors were mostly CMS3 (50 %, n-6/12) and CMS4 (44.8 %, n = 13/29) tumors. Our algorithm classified the CRCs into prognostically favorable CMS2/CMS3 types, then unfavorable CMS1/CMS4 types. Notably, However, overall survival and disease-free survivals did not differ as per the individual CMS types. This study highlights the potential of surrogate tumor typing for clinical triaging. However, further research, building on the findings of this study and existing IHC-based classifiers, is essential to develop a more effective and practical surrogate classifier.
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Affiliation(s)
- Priyanka Mani
- Departments of Pathology, All India Institute of Medical Sciences, New Delhi, India
| | - Lalita Mehra
- Departments of Pathology, All India Institute of Medical Sciences, New Delhi, India
| | - Rakesh Deepak
- Departments of Pathology, All India Institute of Medical Sciences, New Delhi, India
| | - Ashok Tiwari
- Departments of Pathology, All India Institute of Medical Sciences, New Delhi, India
| | - Sunil Kumar
- Surgical Oncology, All India Institute of Medical Sciences, New Delhi, India
| | - Chethan R
- Medical Oncology, All India Institute of Medical Sciences, New Delhi, India
| | - Rimlee Dutta
- Departments of Pathology, All India Institute of Medical Sciences, New Delhi, India
| | - Nihar R Dash
- Gastrointestinal Surgery, All India Institute of Medical Sciences, New Delhi, India
| | - Rajni Yadav
- Departments of Pathology, All India Institute of Medical Sciences, New Delhi, India
| | - S V S Deo
- Surgical Oncology, All India Institute of Medical Sciences, New Delhi, India
| | - Prasenjit Das
- Departments of Pathology, All India Institute of Medical Sciences, New Delhi, India.
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11
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Gao Z, Wang XY, Shen ZG, Liu JH, Wang XY, Wu SK, Jin X. Chemotherapy plus bevacizumab with or without anti-programmed death 1 immunotherapy as the second-line therapy in colorectal cancer. World J Gastroenterol 2025; 31:106939. [DOI: 10.3748/wjg.v31.i21.106939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2025] [Revised: 04/23/2025] [Accepted: 05/23/2025] [Indexed: 06/06/2025] Open
Abstract
BACKGROUND Patients with microsatellite stable (MSS) metastatic colorectal cancer (mCRC) typically exhibit an immunosuppressive tumor microenvironment and demonstrate a low response rate to immunotherapy. Reports suggest that chemotherapy and anti-angiogenic therapy may have the potential to enhance the response to immunotherapy in these patients. This study aims to evaluate the effectiveness and safety of chemotherapy combined with bevacizumab with or without anti-programmed death 1 (PD-1) immunotherapy as the second-line regimen for MSS mCRC.
AIM To evaluate the effectiveness and safety of chemotherapy combined with bevacizumab with or without anti-PD-1 immunotherapy as the second-line regimen for MSS mCRC.
METHODS A retrospective analysis was conducted on patients with MSS mCRC diagnosed at Peking University First Hospital and Jilin Cancer Hospital from January 2020 to December 2024. The patients were divided into two groups: The experimental group receiving second-line chemotherapy combined with bevacizumab and anti-PD-1 immunotherapy, and the control group receiving chemotherapy combined with bevacizumab. Propensity score matching was applied to balance potential prognostic factors, including age, gender, Eastern Cooperative Oncology Group score, number of metastases, and primary tumor site. The progression-free survival, overall survival, disease control rate, objective response rate, and treatment-related adverse reactions were compared between the two groups. Kaplan-Meier analysis and log-rank test were used to compare survival outcomes. Inverse probability of treatment weighting was used for sensitivity analysis.
RESULTS Propensity score matching resulted in 103 matched eligible patients. The median follow-up period was 13.9 months in the matched cohort. The objective response rate was 11.5% and 9% for the experimental and control groups, respectively (P = 0.710), while the disease control rate was 76.9% and 53.2%, respectively (P = 0.058). The median progression-free survival in the experimental group was 8.27 months [95% confidence interval (CI): 6.7-14.7 months], significantly higher than that in the control group, which was 4.63 months (95%CI: 3.9-5.67 months) (hazard ratio = 0.4143, 95%CI: 0.2462-0.6972, P = 0.00066). There was a trend towards the higher median overall survival in the experimental group compared to the control group (hazard ratio = 0.4504, 95%CI: 0.1897-1.07, P = 0.064). The incidences of adverse events were similar between the two groups.
CONCLUSION Compared with the standard second-line chemotherapy combined with bevacizumab regimen, second-line therapy that combines chemotherapy with bevacizumab and anti-PD-1 immunotherapy has demonstrated promising efficacy in the treatment of MSS mCRC, while exhibiting a similar safety profile.
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Affiliation(s)
- Zhao Gao
- Department of Medical Oncology, Peking University First Hospital, Beijing 100034, China
| | - Xiao-Yan Wang
- Department of Pharmacy, Jilin Cancer Hospital, Changchun 130012, Jilin Province, China
| | - Zhi-Gang Shen
- Department of Pharmacy, Jilin Cancer Hospital, Changchun 130012, Jilin Province, China
| | - Jia-Hua Liu
- Department of Pharmacy, Jilin Cancer Hospital, Changchun 130012, Jilin Province, China
| | - Xiao-Yun Wang
- Department of Medical Oncology, Peking University First Hospital, Beijing 100034, China
| | - Shi-Kai Wu
- Department of Medical Oncology, Peking University First Hospital, Beijing 100034, China
| | - Xuan Jin
- Department of Medical Oncology, Peking University First Hospital, Beijing 100034, China
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12
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Qi GX, Zhao RX, Gao C, Ma ZY, Wang S, Xu J. Recent advances and challenges in colorectal cancer: From molecular research to treatment. World J Gastroenterol 2025; 31:106964. [DOI: 10.3748/wjg.v31.i21.106964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2025] [Revised: 04/22/2025] [Accepted: 05/26/2025] [Indexed: 06/06/2025] Open
Abstract
Colorectal cancer (CRC) ranks among the top causes of cancer-related fatalities globally. Recent progress in genomics, proteomics, and bioinformatics has greatly improved our comprehension of the molecular underpinnings of CRC, paving the way for targeted therapies and immunotherapies. Nonetheless, obstacles such as tumor heterogeneity and drug resistance persist, hindering advancements in treatment efficacy. In this context, the integration of artificial intelligence (AI) and organoid technology presents promising new avenues. AI can analyze genetic and clinical data to forecast disease risk, prognosis, and treatment responses, thereby expediting drug development and tailoring treatment plans. Organoids replicate the genetic traits and biological behaviors of tumors, acting as platforms for drug testing and the formulation of personalized treatment approaches. Despite notable strides in CRC research and treatment - from genetic insights to therapeutic innovations - numerous challenges endure, including the intricate tumor microenvironment, tumor heterogeneity, adverse effects of immunotherapies, issues related to AI data quality and privacy, and the need for standardization in organoid culture. Future initiatives should concentrate on clarifying the pathogenesis of CRC, refining AI algorithms and organoid models, and creating more effective therapeutic strategies to alleviate the global impact of CRC.
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Affiliation(s)
- Gao-Xiu Qi
- Department of Pathology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Medical Group), Qingdao 266042, Shandong Province, China
| | - Rui-Xia Zhao
- Department of Pathology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Medical Group), Qingdao 266042, Shandong Province, China
| | - Chen Gao
- Department of Pathology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Medical Group), Qingdao 266042, Shandong Province, China
| | - Zeng-Yan Ma
- Department of Pathology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Medical Group), Qingdao 266042, Shandong Province, China
| | - Shang Wang
- Department of Pathology, School of Basic Medicine, Qingdao University, Qingdao 266071, Shandong Province, China
| | - Jing Xu
- Department of Pathology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Medical Group), Qingdao 266042, Shandong Province, China
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13
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Tinsley N, O'Dwyer ST, Nagaraju R, Braun M, Mullamitha S, Kamposioras K, Marti FEM, Saunders M, Clouston H, Selvasekar C, Wild J, Wilson M, Renehan A, Aziz O, Barriuso J. Oncological Outcomes From Cytoreductive Surgery and Heated Intraperitoneal Chemotherapy for Colorectal Cancer Peritoneal Metastases. Clin Colorectal Cancer 2025; 24:166-179. [PMID: 39800608 DOI: 10.1016/j.clcc.2024.12.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 11/04/2024] [Accepted: 12/03/2024] [Indexed: 05/24/2025]
Abstract
BACKGROUND Cytoreductive surgery (CRS) is effective for colorectal cancer peritoneal metastases (CRPM) at increasing overall survival (OS) compared to systemic anticancer treatment (SACT) alone. The addition of Oxaliplatin heated intraperitoneal chemotherapy (HIPEC) has been shown in a randomized controlled trial to result in increased complications without significant OS benefit. This study evaluates outcomes for CRPM patients undergoing CRS+HIPEC with Oxaliplatin (Ox) 368mg/m2 (30 min), versus Mitomycin C (MMC) 35mg/m2 (90min). METHODS: A prospective CRPM real-world database was used to collect outcomes for patients undergoing CRS+HIPEC at a single center. OS, recurrence-free (RFS), peritoneal RFS (PeRFS) were compared amongst all patients with histologically proven CRPM, those with completeness of cytoreduction (CC) score =0/1, and those with CC score=0/1 who were SACT naïve. RESULTS: Between April 2005 and April 2021, 409 patients underwent CRS+HIPEC: 271 (66%) had MMC, 138 (34%) Ox. Of these, 395 (97%) had histologically confirmed CRPM, 336 (85%) achieved CC=0/1, 188 (47%) were SACT naïve; median OS =39.5, 44.4, and 47.2 months respectively. MMC versus Ox median OS in CC0/1=43.7 (95% CI 35.9-48.3) versus 50.1 (39.7-70.2) months, P = .28; Median OS in SACT naïve=45.7 (39.4-65.9) versus 59.9 (38.3-82.0) months, P = .31; multivariable analysis for CC0/1, SACT naïve patients showed Ox was comparable to MMC: HR=0.90, (0.64-1.27) P = .55 versus HR=0.88, (0.53-1.44) P = .60, respectively. Ox resulted in a significantly improved PeRFS in CC0/1 patients (MMC=9.0 versus Ox=12.6months, P = .01). A multivariable model for PeRFS showed a HR=0.63, (0.43-0.95), P = .03 for Ox. CONCLUSION: This study suggests a role for Ox HIPEC in CRPM which should be explored further in clinical trials.
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Affiliation(s)
- Nadina Tinsley
- Colorectal and Peritoneal Oncology Centre (CPOC), The Christie NHS Foundation Trust, Manchester, United Kingdom; Division of Cancer Sciences, University of Manchester, Manchester, United Kingdom
| | - Sarah T O'Dwyer
- Colorectal and Peritoneal Oncology Centre (CPOC), The Christie NHS Foundation Trust, Manchester, United Kingdom; Division of Cancer Sciences, University of Manchester, Manchester, United Kingdom
| | - Raghavendar Nagaraju
- Division of Cancer Sciences, University of Manchester, Manchester, United Kingdom
| | - Michael Braun
- Colorectal and Peritoneal Oncology Centre (CPOC), The Christie NHS Foundation Trust, Manchester, United Kingdom; Division of Cancer Sciences, University of Manchester, Manchester, United Kingdom
| | - Saifee Mullamitha
- Colorectal and Peritoneal Oncology Centre (CPOC), The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Konstantinos Kamposioras
- Colorectal and Peritoneal Oncology Centre (CPOC), The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - F E Marti Marti
- Colorectal and Peritoneal Oncology Centre (CPOC), The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Mark Saunders
- Colorectal and Peritoneal Oncology Centre (CPOC), The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Hamish Clouston
- Colorectal and Peritoneal Oncology Centre (CPOC), The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Chelliah Selvasekar
- Colorectal and Peritoneal Oncology Centre (CPOC), The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Jonathan Wild
- Colorectal and Peritoneal Oncology Centre (CPOC), The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Malcolm Wilson
- Colorectal and Peritoneal Oncology Centre (CPOC), The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Andrew Renehan
- Colorectal and Peritoneal Oncology Centre (CPOC), The Christie NHS Foundation Trust, Manchester, United Kingdom; Division of Cancer Sciences, University of Manchester, Manchester, United Kingdom
| | - Omer Aziz
- Colorectal and Peritoneal Oncology Centre (CPOC), The Christie NHS Foundation Trust, Manchester, United Kingdom; Division of Cancer Sciences, University of Manchester, Manchester, United Kingdom.
| | - Jorge Barriuso
- Colorectal and Peritoneal Oncology Centre (CPOC), The Christie NHS Foundation Trust, Manchester, United Kingdom; Division of Cancer Sciences, University of Manchester, Manchester, United Kingdom.
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14
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Cascianelli S, Milojkovic I, Masseroli M. A novel machine learning-based workflow to capture intra-patient heterogeneity through transcriptional multi-label characterization and clinically relevant classification. J Biomed Inform 2025; 166:104817. [PMID: 40216371 DOI: 10.1016/j.jbi.2025.104817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Revised: 03/13/2025] [Accepted: 03/14/2025] [Indexed: 05/25/2025]
Abstract
OBJECTIVES Patient classification into specific molecular subtypes is paramount in biomedical research and clinical practice to face complex, heterogeneous diseases. Existing methods, especially for gene expression-based cancer subtyping, often simplify patient molecular portraits, neglecting the potential co-occurrence of traits from multiple subtypes. Yet, recognizing intra-sample heterogeneity is essential for more precise patient characterization and improved personalized treatments. METHODS We developed a novel computational workflow, named MULTI-STAR, which addresses current limitations and provides tailored solutions for reliable multi-label patient subtyping. MULTI-STAR uses state-of-the-art subtyping methods to obtain promising machine learning-based multi-label classifiers, leveraging gene expression profiles. It modifies standard single-label similarity-based techniques to obtain multi-label patient characterizations. Then, it employs these characterizations to train single-sample predictors using different multi-label strategies and find the best-performing classifiers. RESULTS MULTI-STAR classifiers offer advanced multi-label recognition of all the subtypes contributing to the molecular and clinical traits of a patient, also distinguishing the primary from the additional relevant secondary subtype(s). The efficacy was demonstrated by developing multi-label solutions for breast and colorectal cancer subtyping that outperform existing methods in terms of prognostic value, primarily for overall survival predictions, and ability to work on a single sample at a time, as required in clinical practice. CONCLUSIONS This work emphasizes the importance of moving to multi-label subtyping to capture all the molecular traits of individual patients, considering also previously overlooked secondary assignments and paving the way for improved clinical decision-making processes in diverse heterogeneous disease contexts. Indeed, MULTI-STAR novel, reproducible and generalizable approach provides comprehensive representations of patient inner heterogeneity and clinically relevant insights, contributing to precision medicine and personalized treatments.
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Affiliation(s)
- Silvia Cascianelli
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci, 32, Milano, 20133, Italy.
| | - Iva Milojkovic
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci, 32, Milano, 20133, Italy
| | - Marco Masseroli
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci, 32, Milano, 20133, Italy
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15
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Wang J, Chen M, Wei G, Zou F, Gu J, Cao Y, Deng S, Cai K. From blockage to biology: Unveiling the role of extracellular matrix dynamics in obstructive colorectal cancer pathogenesis. Pathol Res Pract 2025; 270:155994. [PMID: 40306003 DOI: 10.1016/j.prp.2025.155994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2025] [Revised: 04/23/2025] [Accepted: 04/28/2025] [Indexed: 05/02/2025]
Abstract
Colorectal cancer obstruction is a common problem with distinct symptomatic clues on CT/MR images even under incomplete conditions. The choice of management in the emergency setting has a significant effect on the prognosis of obstructive and nonobstructive colorectal cancer patients. Previous studies have demonstrated that obstruction in colorectal cancer is associated with significantly poorer outcomes, alongside distinct alterations in the composition of the extracellular matrix. Based on accumulating evidence, it is hypothesized that ECM remodeling plays a pivotal role in the development of colorectal cancer obstruction. This review explores the pathological features of obstructive colorectal cancer, emphasizing extracellular matrix remodeling as a central process. Key mechanisms include tumor-stromal cell interactions, tumor cell aggregation and migration mediated by the peripheral nervous system, vascular and lymphatic remodeling within the tumor microenvironment, and microbiota-mediated regulation of cancer progression. These findings demonstrate that further remodeling of the extracellular matrix may be a molecular biological feature of obstructive colorectal cancer with poor prognosis.
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Affiliation(s)
- Jun Wang
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Mian Chen
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Guanxin Wei
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Falong Zou
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Junnan Gu
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Yinghao Cao
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Departments of Diagnostic Radiology, Surgery, Chemical and Biomolecular Engineering, and Biomedical Engineering, Yong Loo Lin School of Medicine and College of Design and Engineering, National University of Singapore, Singapore 119074, Singapore; Clinical Imaging Research Centre, Centre for Translational Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117599, Singapore
| | - Shenghe Deng
- Center for Liver Transplantation, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China.
| | - Kailin Cai
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China.
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16
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Crecca E, Di Giuseppe G, Camplone C, Vigiano Benedetti V, Melaiu O, Mezza T, Cencioni C, Spallotta F. The multifaceted role of agents counteracting metabolic syndrome: A new hope for gastrointestinal cancer therapy. Pharmacol Ther 2025; 270:108847. [PMID: 40216262 DOI: 10.1016/j.pharmthera.2025.108847] [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: 10/04/2024] [Revised: 01/27/2025] [Accepted: 04/03/2025] [Indexed: 04/24/2025]
Abstract
Metabolic syndrome (MetS) is defined by the presence of at least three of five clinical parameters including abdominal obesity, insulin resistance, elevated triglycerides, reduced high-density lipoprotein (HDL) and hypertension. Major features describing MetS have been recognized risk factors for cancer onset, with an alarming impact on gastrointestinal (GI) tumors. Intriguingly, therapeutic administration of drugs to improve glycemic control and dyslipidemia (including metformin, statins) has been shown to have a preventive role in the development and in prognosis improvement of several cancer types. Overall, these observations highlight the key role of altered metabolism prevalently in cancer risk development and unveil anti-MetS agent repurposing potential beyond their conventional pharmacological action. The objective of this review is to summarize the current knowledge about the antitumor activity of anti-diabetic and anti-lipemic agents in GI cancer onset and progression. Here, pre-clinical evidence of their therapeutic potential and of their integration in novel compelling therapeutic strategies will be discussed. Possible clinical outcomes of these novel therapeutic combined protocols specifically dedicated to GI cancer patients will be put under the spotlight. In the future, these novel therapeutic options should be considered to improve conventional chemotherapy response and prognosis of this group of patients.
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Affiliation(s)
- Elena Crecca
- Institute of System Analysis and Informatics "Antonio Ruberti", National Research Council (IASI-CNR), 00185 Rome, Italy
| | - Gianfranco Di Giuseppe
- Endocrinology and Diabetology Unit, Fondazione Policlinico Universitario Gemelli IRCCS, Rome, Italy; Department of Translational Medicine, Catholic University of the Sacred Heart, 00168 Rome, Italy
| | - Claudia Camplone
- Department of Biology and Biotechnologies "Charles Darwin", Sapienza University, 00185 Rome, Italy; Istituto Pasteur Italia-Fondazione Cenci Bolognetti, Sapienza University, 00185 Rome, Italy
| | | | - Ombretta Melaiu
- Department of Clinical Sciences and Translational Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Teresa Mezza
- Department of Translational Medicine, Catholic University of the Sacred Heart, 00168 Rome, Italy; Pancreas Unit, CEMAD Digestive Diseases Center, Internal Medicine and Gastroenterology Unit, Fondazione Policlinico Universitario Gemelli IRCCS, Rome, Italy
| | - Chiara Cencioni
- Institute of System Analysis and Informatics "Antonio Ruberti", National Research Council (IASI-CNR), 00185 Rome, Italy.
| | - Francesco Spallotta
- Department of Biology and Biotechnologies "Charles Darwin", Sapienza University, 00185 Rome, Italy; Istituto Pasteur Italia-Fondazione Cenci Bolognetti, Sapienza University, 00185 Rome, Italy.
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17
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Ambrosini M, Manca P, Nasca V, Sciortino C, Ghelardi F, Seligmann JF, Taieb J, Pietrantonio F. Epidemiology, pathogenesis, biology and evolving management of MSI-H/dMMR cancers. Nat Rev Clin Oncol 2025; 22:385-407. [PMID: 40181086 DOI: 10.1038/s41571-025-01015-z] [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: 03/10/2025] [Indexed: 04/05/2025]
Abstract
Deficiency in DNA mismatch repair (dMMR) is a common pathway of carcinogenesis across different tumour types and confers a characteristic microsatellite instability-high (MSI-H) molecular phenotype. The prevalence of the MSI-H/dMMR phenotype is highest in endometrial and colorectal cancers, and this phenotype is associated with a distinct tumour biology, prognosis and responsiveness to various anticancer treatments. In a minority of patients, MSI-H/dMMR cancers result from an inherited pathogenic variant in the context of Lynch syndrome, which has important implications for familial genetic screening. Whether these hereditary cancers have a different biology and clinical behaviour to their sporadic counterparts remains uncertain. Interest in this tumour molecular subtype has increased following the discovery of the high sensitivity of metastatic MSI-H/dMMR cancers to immune-checkpoint inhibitors (ICIs) in a histology-agnostic manner, which reflects the genomic hypermutation resulting from dMMR that renders these tumours highly immunogenic and immune infiltrated. This vulnerability is now also being exploited in early stage disease settings. Despite this common biological foundation, different MSI-H/dMMR cancers have histotype-specific features that correspond to their particular cell or tissue of origin, which might be associated with differences in prognosis and sensitivity to ICIs. In this Review, we provide an overview of the epidemiology, biology, pathogenesis, clinical diagnosis and treatment of MSI-H/dMMR tumours as a histology-agnostic cancer phenomenon. We also highlight peculiarities associated with specific pathogenetic alterations and histologies of MSI-H/dMMR tumours.
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Affiliation(s)
- Margherita Ambrosini
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
- Department of Gastroenterology and Digestive Oncology, European Georges Pompidou Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France
| | - Paolo Manca
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Vincenzo Nasca
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Carolina Sciortino
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Filippo Ghelardi
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Jenny F Seligmann
- Division of Oncology, Leeds Institute of Medical Research, University of Leeds, Leeds, UK
| | - Julien Taieb
- Department of Gastroenterology and Digestive Oncology, European Georges Pompidou Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France
- Paris-Cité University, SIRIC CARPEM Comprehensive Cancer Center, Paris, France
| | - Filippo Pietrantonio
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
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18
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Xu C, Ren J, Liu C, Gai Y, Cheng X, Wang Y, Wang G. Comparative efficacy of cetuximab combined with FOLFOX or CAPEOX in first-line treatment of RAS/BRAF wild-type metastatic colorectal cancer: a multicenter case-control study. Anticancer Drugs 2025; 36:383-393. [PMID: 39903643 PMCID: PMC11969360 DOI: 10.1097/cad.0000000000001697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2025] [Accepted: 01/03/2025] [Indexed: 02/06/2025]
Abstract
FOLFOX combined with cetuximab is a recommended first-line treatment regimen for RAS/BRAF wild-type metastatic colorectal cancer (mCRC). CAPEOX combined with cetuximab differs from the FOLFOX regimen by using oral capecitabine instead of continuous infusion of fluorouracil, offering greater convenience and cost-effectiveness with higher patient acceptance. However, the comparative efficacy of these two regimens remains debatable, necessitating further evidence to explore any differences in their efficacy. This study collected medical records of mCRC patients who were treated with CAPEOX or FOLFOX combined with cetuximab from 1 October 2021 to 16 October 2023 at Harbin Medical University Cancer Hospital and the First Hospital of Shanxi Medical University. Eligible patients were selected based on inclusion criteria and followed up through the hospital's follow-up system and telephone interviews. Kaplan-Meier survival analysis and Cox proportional hazards regression analysis were used to assess patients' progression-free survival (PFS) and overall survival (OS). A total of 71 eligible patients were enrolled in this study; 43 patients received CAPEOX combined with cetuximab (Group A, n = 43), and 28 patients received FOLFOX combined with cetuximab (Group B, n = 28). The two groups achieved similar median PFS (mPFS) and median OS (mOS), with mPFS of 18 months and 12 months, respectively ( P = 0.23), and mOS of 33 months and 20 months, respectively ( P = 0.21), with no statistically significant differences. The results of this study demonstrated that CAPEOX combined with cetuximab is an equally viable option for first-line treatment of RAS/BRAF wild-type mCRC as FOLFOX combined with cetuximab.
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Affiliation(s)
- Chang Xu
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, Harbin
| | - Jing Ren
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, Harbin
| | - Changqing Liu
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, Harbin
| | - Yi Gai
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, Harbin
| | - Xiangyu Cheng
- Shanxi Medical University
- Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University
| | - Yusheng Wang
- Department of Oncology Digestive, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Guangyu Wang
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, Harbin
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19
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Oliveira MFD, Romero JP, Chung M, Williams SR, Gottscho AD, Gupta A, Pilipauskas SE, Mohabbat S, Raman N, Sukovich DJ, Patterson DM, Visium HD Development Team, Taylor SEB. High-definition spatial transcriptomic profiling of immune cell populations in colorectal cancer. Nat Genet 2025; 57:1512-1523. [PMID: 40473992 PMCID: PMC12165841 DOI: 10.1038/s41588-025-02193-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Collaborators] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 04/14/2025] [Indexed: 06/16/2025]
Abstract
A comprehensive understanding of cellular behavior and response to the tumor microenvironment (TME) in colorectal cancer (CRC) remains elusive. Here, we introduce the high-definition Visium spatial transcriptomic technology (Visium HD) and investigate formalin-fixed paraffin-embedded human CRC samples (n = 5). We demonstrate the high sensitivity, single-cell-scale resolution and spatial accuracy of Visium HD, generating a highly refined whole-transcriptome spatial profile of CRC samples. We identify transcriptomically distinct macrophage subpopulations in different spatial niches with potential pro-tumor and anti-tumor functions via interactions with tumor and T cells. In situ gene expression analysis validates our findings and localizes a clonally expanded T cell population close to macrophages with anti-tumor features. Our study demonstrates the power of high-resolution spatial technologies to understand cellular interactions in the TME and paves the way for larger studies that will unravel mechanisms and biomarkers of CRC biology, improving diagnosis and disease management strategies.
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Collaborators
Michelli Faria de Oliveira, Juan Pablo Romero, Stephen R Williams, David M Patterson, Sarah E B Taylor,
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20
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Zhao J, Miao D. Precision oncology in colorectal cancer: An anatomical revolution through molecular-clinical integration across colonic subsites. Clin Res Hepatol Gastroenterol 2025; 49:102613. [PMID: 40374162 DOI: 10.1016/j.clinre.2025.102613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2025] [Revised: 04/08/2025] [Accepted: 05/10/2025] [Indexed: 05/17/2025]
Abstract
Colorectal cancer (CRC) exhibits significant heterogeneity across different colonic subsites, which vary in embryological origin, microbiome, metabolome, and molecular profiles, affecting tumorigenesis, treatment response, and prognosis. We emphasize the importance of this subsite heterogeneity to advance precision medicine in CRC.
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Affiliation(s)
- Jiefeng Zhao
- Department of Colorectal and Anal Surgery, The First Affiliated Hospital of Guizhou University of Traditional Chinese Medicine, Guiyang, Guizhou Province, China.
| | - Daxing Miao
- Department of Colorectal and Anal Surgery, The First Affiliated Hospital of Guizhou University of Traditional Chinese Medicine, Guiyang, Guizhou Province, China.
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21
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Taira A, Aavikko M, Katainen R, Kaasinen E, Välimäki N, Ravantti J, Ristimäki A, Seppälä TT, Renkonen-Sinisalo L, Lepistö A, Tahkola K, Mattila A, Koskensalo S, Mecklin JP, Böhm J, Bramsen JB, Andersen CL, Palin K, Rajamäki K, Aaltonen LA, iCAN. Comprehensive metabolomic and epigenomic characterization of microsatellite stable BRAF-mutated colorectal cancer. Oncogene 2025; 44:1718-1730. [PMID: 40102611 PMCID: PMC12122379 DOI: 10.1038/s41388-025-03326-y] [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: 09/02/2024] [Revised: 01/10/2025] [Accepted: 02/21/2025] [Indexed: 03/20/2025]
Abstract
Oncogenic codon V600E mutations of the BRAF gene affect 10-15% of colorectal cancers, resulting in activation of the MAPK/ERK signaling pathway and increased cell proliferation and survival. BRAF-mutated colorectal tumors are often microsatellite unstable and characterized by high DNA methylation levels. However, the mechanistic link between BRAF mutations and hypermethylation remains controversial. Understanding this link, particularly in microsatellite stable tumors is of great interest as these often show poor survival. We characterized the metabolomic, epigenetic and transcriptomic patterns of altogether 39 microsatellite stable BRAF-mutated colorectal cancers. Metabolomic analysis of tumor tissue showed low levels of vitamin C and its metabolites in BRAF-mutated tumors. Gene expression analysis indicated dysregulation of vitamin C antioxidant activity in these lesions. As vitamin C is an important cofactor for the activity of TET DNA demethylase enzymes, low vitamin C levels could directly contribute to the high methylation levels in these tumors by decreasing enzymatic TET activity. Vitamin C transporter gene SLC23A1 expression, as well as vitamin C metabolite levels, were inversely correlated with DNA methylation levels. This work proposes a new mechanistic link between BRAF mutations and hypermethylation, inspiring further work on the role of vitamin C in the genesis of BRAF-mutated colorectal cancer.
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Affiliation(s)
- Aurora Taira
- Medicum/Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, 00014, Finland
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, 00014, Finland
| | - Mervi Aavikko
- Medicum/Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, 00014, Finland
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, 00014, Finland
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
| | - Riku Katainen
- Medicum/Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, 00014, Finland
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, 00014, Finland
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
| | - Eevi Kaasinen
- Medicum/Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, 00014, Finland
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, 00014, Finland
| | - Niko Välimäki
- Medicum/Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, 00014, Finland
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, 00014, Finland
| | - Janne Ravantti
- Medicum/Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, 00014, Finland
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, 00014, Finland
- Molecular and Integrative Biosciences Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, FI-00014, Helsinki, Finland
| | - Ari Ristimäki
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, 00014, Finland
- Department of Pathology, HUSLAB, HUS Diagnostic Center, University of Helsinki and Helsinki University Hospital, Helsinki, 00014, Finland
| | - Toni T Seppälä
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, 00014, Finland
- Department of Surgery, Helsinki University Central Hospital, Hospital District of Helsinki and Uusimaa, Helsinki, 00290, Finland
- Department of Gastroenterology and Alimentary Tract Surgery, Tampere University Hospital and TAYS Cancer Centre, 33520, Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University, Tampere, 33100, Finland
- iCAN Digital Precision Cancer Medicine Flagship, University of Helsinki, Helsinki, 00014, Finland
| | - Laura Renkonen-Sinisalo
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, 00014, Finland
- Department of Surgery, Helsinki University Central Hospital, Hospital District of Helsinki and Uusimaa, Helsinki, 00290, Finland
| | - Anna Lepistö
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, 00014, Finland
- Department of Surgery, Helsinki University Central Hospital, Hospital District of Helsinki and Uusimaa, Helsinki, 00290, Finland
| | - Kyösti Tahkola
- Department of Surgery, The Wellbeing Services of Central Finland, Hoitajatie 1, 40620, Jyväskylä, Finland
| | - Anne Mattila
- Department of Surgery, The Wellbeing Services of Central Finland, Hoitajatie 1, 40620, Jyväskylä, Finland
| | - Selja Koskensalo
- The HUCH Gastrointestinal Clinic, Helsinki University Central Hospital, Helsinki, 00280, Finland
| | - Jukka-Pekka Mecklin
- Department of Education and Research, The Wellbeing Services of Central Finland, Hoitajatie 1, 40620, Jyväskylä, Finland
- Department of Sport and Health Sciences, University of Jyväskylä, 40014, Jyväskylä, Finland
| | - Jan Böhm
- Department of Pathology, The Wellbeing Services of Central Finland, Hoitajatie 1, 40620, Jyväskylä, Finland
| | - Jesper Bertram Bramsen
- Department of Molecular Medicine, Aarhus University Hospital, DK-8200, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, DK-8200, Aarhus, Denmark
| | - Claus Lindbjerg Andersen
- Department of Molecular Medicine, Aarhus University Hospital, DK-8200, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, DK-8200, Aarhus, Denmark
| | - Kimmo Palin
- Medicum/Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, 00014, Finland
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, 00014, Finland
- iCAN Digital Precision Cancer Medicine Flagship, University of Helsinki, Helsinki, 00014, Finland
| | - Kristiina Rajamäki
- Medicum/Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, 00014, Finland
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, 00014, Finland
| | - Lauri A Aaltonen
- Medicum/Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, 00014, Finland.
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, 00014, Finland.
- iCAN Digital Precision Cancer Medicine Flagship, University of Helsinki, Helsinki, 00014, Finland.
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22
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Maguire B, Kisakol B, Prehn JHM, Burke JP. SATB2 Expression Affects Chemotherapy Metabolism and Immune Checkpoint Gene Expression in Colorectal Cancer. Clin Colorectal Cancer 2025; 24:129-134.e7. [PMID: 39794188 DOI: 10.1016/j.clcc.2024.12.004] [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: 03/10/2024] [Revised: 12/04/2024] [Accepted: 12/08/2024] [Indexed: 01/13/2025]
Abstract
BACKGROUND Special AT-rich binding protein-2 (SATB2) is a nuclear matrix associated protein regulating gene expression which is normally expressed in colonic tissue. Loss of SATB2 expression in colorectal cancer (CRC) has negative implications for prognosis and has been associated with chemotherapy resistance. Furthermore, recent evidence suggests SATB2 may influence immune checkpoint (IC) expression. We hypothesized that SATB2 expression may be associated with altered expression of chemotherapy resistance associated and IC genes. METHODS Clinicopathologic and gene expression data were extracted from The Cancer Genome Atlas PanCancer Atlas. SATB2 expression was compared by clinicopathologic characteristic and by using multivariate regression analysis to explore associations with chemotherapy and IC gene expression. RESULTS About 553 patients were included for analysis. Lower quartile SATB2 expression was associated with worse disease specific survival (P = .04). MSI (P < .001) and mucinous (P < .001) tumors were associated with reduced SATB2 expression independently. SATB2 varied by consensus molecular subtype (P < .001) and was lowest in CMS1. On multivariate analysis, SATB2 was negatively associated with 5-FU related metabolism genes, while more complex but significant relationships were seen with oxaliplatin and irinotecan related genes. Low SATB2 expression was associated with increased expression of PD-1, PD-L1, TIM-3 and CTLA-4 IC genes. CONCLUSION The positive prognostic influence of SATB2 expression is reaffirmed in this study. This effect may be explained by the negative association between SATB2 and 5-FU-resistance related gene expression. Enhanced IC gene expression in SATB2 low cases suggests a potential role for IC inhibition in this setting, but further study is required.
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Affiliation(s)
- Barry Maguire
- Department of Colorectal Surgery, Beaumont Hospital, Dublin, Ireland; Department of Surgery, Royal College of Surgeons in Ireland, Dublin, Ireland; Department of Physiology and Medical Physics, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Batuhan Kisakol
- Department of Physiology and Medical Physics, Royal College of Surgeons in Ireland, Dublin, Ireland; Centre for Systems Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Jochen H M Prehn
- Department of Physiology and Medical Physics, Royal College of Surgeons in Ireland, Dublin, Ireland; Centre for Systems Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - John P Burke
- Department of Colorectal Surgery, Beaumont Hospital, Dublin, Ireland.
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23
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Wen Q, Han S, Cui Y. Research progress of colorectal cancer in genomic and transcriptomic at multi-level. Front Genet 2025; 16:1533817. [PMID: 40520235 PMCID: PMC12163023 DOI: 10.3389/fgene.2025.1533817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Accepted: 04/07/2025] [Indexed: 06/18/2025] Open
Abstract
Colorectal cancer is a common malignant tumor in the gastrointestinal tract, and the mechanisms of its occurrence, development, and metastasis have always been the focus of the medical community's attention. The study of CRC genetic mechanisms began with the identification of oncogenes or tumor suppressor genes and their key pathways. With further research, researchers gradually realized that single genes or pathways alone could not explain the occurrence, development, and metastasis of CRC. The development of bulk sequencing technology has helped us to analyze the occurrence, development, and metastasis mechanisms of CRC from a multi-gene, multi-pathway, and multi-dimensional perspective, but it has not brought significant benefits to the clinical treatment of tumors. The main reason for this is that bulk sequencing technology relies on homogeneous cell grouping and cannot capture the heterogeneity between cells within the tumor and the interactions within the tumor microenvironment. The development of single-cell technology has made it possible to study the mechanisms of heterogeneity between cells within CRC and the interaction within the tumor microenvironment. This review discusses the mechanisms of CRC occurrence and development in three stages: traditional molecular biology level of single gene, bulk sequencing, and single-cell sequencing. These results show that the occurrence of CRC is the result of complex interactions between genetic and non-genetic factors in somatic cell evolution, where the heterogeneity between cells within the tumor and the tumor microenvironment are crucial for CRC progression.
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Affiliation(s)
- Qinglian Wen
- Department of Radiation Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Shuangyan Han
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Yongxia Cui
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
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24
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Zeng D, Yu Y, Qiu W, Ou Q, Mao Q, Jiang L, Wu J, Wu J, Luo H, Luo P, Gu W, Huang N, Zheng S, Li S, Lai Y, Huang X, Fang Y, Zhao Q, Zhou R, Sun H, Zhang W, Bin J, Liao Y, Yamamoto M, Tsukamoto T, Nomura S, Shi M, Liao W. Immunotyping the Tumor Microenvironment Reveals Molecular Heterogeneity for Personalized Immunotherapy in Cancer. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025:e2417593. [PMID: 40433880 DOI: 10.1002/advs.202417593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/26/2024] [Revised: 03/18/2025] [Indexed: 05/29/2025]
Abstract
The tumor microenvironment (TME) significantly influences cancer prognosis and therapeutic outcomes, yet its composition remains highly heterogeneous, and currently, no highly accessible, high-throughput method exists to define it. To address this complexity, the TMEclassifier, a machine-learning tool that classifies cancers into three distinct subtypes: immune Exclusive (IE), immune Suppressive (IS), and immune Activated (IA), is developed. Bulk RNA sequencing categorizes patient samples by TME subtype, and in vivo mouse model validates TME subtype differences and differential responses to immunotherapy. The IE subtype is marked by high stromal cell abundance, associated with aggressive cancer phenotypes. The IS subtype features myeloid-derived suppressor cell infiltration, intensifying immunosuppression. In contrast, the IA subtype, often linked to EBV/MSI, exhibits robust T-cell presence and improved immunotherapy response. Single-cell RNA sequencing is applied to explore TME cellular heterogeneity, and in vivo experiments demonstrate that targeting IL-1 counteracts immunosuppression of IS subtype and markedly improves its responsiveness to immunotherapy. TMEclassifier predictions are validated in this prospective gastric cancer cohort (TIMES-001) and other diverse cohorts. This classifier could effectively stratify patients, guiding personalized immunotherapeutic strategies to enhance precision and overcome resistance.
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Affiliation(s)
- Dongqiang Zeng
- Cancer Center, The Sixth Affiliated Hospital, School of Medicine, South China University of Technology, Foshan, 528000, China
- Foshan Key Laboratory of Translational Medicine in Oncology, The Sixth Affiliated Hospital, School of Medicine, South China University of Technology, Foshan, 528000, China
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Yunfang Yu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Department of Medical Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China
- Guangdong Provincial Key Laboratory of Cancer Pathogenesis and Precision Diagnosis and Treatment, Joint Big Data Laboratory, Department of Medical Oncology, Shenshan Medical Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Shanwei, 516600, China
- Faculty of Medicine, Macau University of Science and Technology, Taipa, Macao, 999078, China
- Department of Breast Surgery, The First Affiliated Hospital, Jinan University, Guangzhou, 510630, China
| | - Wenjun Qiu
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Qiyun Ou
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Department of Medical Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China
| | - Qianqian Mao
- Cancer Center, The Sixth Affiliated Hospital, School of Medicine, South China University of Technology, Foshan, 528000, China
- Foshan Key Laboratory of Translational Medicine in Oncology, The Sixth Affiliated Hospital, School of Medicine, South China University of Technology, Foshan, 528000, China
| | - Luyang Jiang
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Jianhua Wu
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Jiani Wu
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Huiyan Luo
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, 510060, P. R. China
| | - Peng Luo
- Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510280, China
| | - Wenchao Gu
- Department of Artificial Intelligence Medicine, Graduate School of Medicine, Chiba University, Chiba, 260-8677, Japan
| | - Na Huang
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Siting Zheng
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Shaowei Li
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Yonghong Lai
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Xiatong Huang
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Yiran Fang
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Qiongzhi Zhao
- Cancer Center, The Sixth Affiliated Hospital, School of Medicine, South China University of Technology, Foshan, 528000, China
| | - Rui Zhou
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Huiying Sun
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Wei Zhang
- Department of Breast Surgery, The First Affiliated Hospital, Jinan University, Guangzhou, 510630, China
| | - Jianping Bin
- Department of Cardiology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Yulin Liao
- Department of Cardiology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Masami Yamamoto
- Laboratory of Physiological Pathology, School of Veterinary Nursing and Technology, Nippon Veterinary and Life Science University, Tokyo, 180-8602, Japan
| | - Tetsuya Tsukamoto
- Department of Diagnostic Pathology, Fujita Health University School of Medicine, Toyoake, Aichi, 470-1192, Japan
| | - Sachiyo Nomura
- Department of Gastrointestinal Surgery, Graduate School of Medicine, The University of Tokyo, Tokyo, 113-8655, Japan
| | - Min Shi
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
| | - Wangjun Liao
- Cancer Center, The Sixth Affiliated Hospital, School of Medicine, South China University of Technology, Foshan, 528000, China
- Foshan Key Laboratory of Translational Medicine in Oncology, The Sixth Affiliated Hospital, School of Medicine, South China University of Technology, Foshan, 528000, China
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, P. R. China
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Zhang Y, Zuo A, Ba Y, Liu S, Chen J, Yang S, Weng S, Chen Y, Xu H, Luo P, Cheng Q, Tang B, Liu B, Zhang C, Yang J, Han X, Liu Z. Cancer-associated fibroblast-derived SEMA3C facilitates colorectal cancer liver metastasis via NRP2-mediated MAPK activation. Proc Natl Acad Sci U S A 2025; 122:e2423077122. [PMID: 40402249 DOI: 10.1073/pnas.2423077122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Accepted: 04/09/2025] [Indexed: 05/23/2025] Open
Abstract
Liver metastasis remains the predominant cause of mortality in patients with colorectal cancer (CRC). Nevertheless, the mechanisms underlying the initiation of colorectal cancer liver metastasis remain poorly elucidated. During the metastatic process of CRC cells from the primary site to the liver, we performed time-resolved analyses and identified a subset of tumor cells spatially located in the primary tumor and temporally distributed in the early stages of liver metastasis. These cells were termed liver metastasis-initiating cells (LMICs). LMICs exhibit high stemness, low proliferation, active interaction with surrounding stromal components, and a close association with liver metastasis. Notably, we found significant interactions between cancer-associated fibroblasts (CAFs) and LMICs via the SEMA3C-NRP2 receptor-ligand pair. Further in vivo and in vitro experiments confirmed that CAF-secreted SEMA3C could bind to the NRP2 receptor, which activates the MAPK pathway and promotes colorectal cancer liver metastasis. Our findings suggest potential therapeutic strategies for the early prevention of colorectal cancer liver metastasis.
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Affiliation(s)
- Yuyuan Zhang
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
- Interventional Institute of Zhengzhou University, Zhengzhou 450052, Henan, China
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou 450052, Henan, China
| | - Anning Zuo
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Yuhao Ba
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Shutong Liu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Jingqi Chen
- Department of Clinical Medicine, Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Shuaixi Yang
- Department of Colorectal Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Siyuan Weng
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Yukang Chen
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Hui Xu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Peng Luo
- Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Quan Cheng
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha 410000, China
| | - Bufu Tang
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Benyu Liu
- Tianjian Laboratory of Advanced Biomedical Sciences, Academy of Medical Sciences, Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Chuhan Zhang
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Jingkuan Yang
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Xinwei Han
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
- Interventional Institute of Zhengzhou University, Zhengzhou 450052, Henan, China
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou 450052, Henan, China
| | - Zaoqu Liu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
- Interventional Institute of Zhengzhou University, Zhengzhou 450052, Henan, China
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou 450052, Henan, China
- Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
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26
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Ren L, Yao R, Hou T, Liu C, Zhao F, Chen X, Zhang Z, Huang Y. Pan-cancer analysis of homologous recombination deficiency and homologous recombination repair-associated gene alterations in solid tumors from a large Asian cohort. BMC Cancer 2025; 25:946. [PMID: 40420266 PMCID: PMC12107993 DOI: 10.1186/s12885-025-14267-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] [Subscribe] [Scholar Register] [Received: 01/28/2025] [Accepted: 05/05/2025] [Indexed: 05/28/2025] Open
Abstract
BACKGROUND Homologous recombination deficiency (HRD) is associated with sensitivity to platinum-based chemotherapy and PARP inhibitors in BRCA-associated cancers, including ovarian, breast, prostate, and pancreatic cancers. This study explores HRD and homologous recombination repair (HRR) gene alterations in a pan-cancer cohort to guide precision oncology. METHODS Clinical and genomic data from 9,262 patients with 17 solid tumor types were analyzed using the OncoScreenTM Plus kit. HRD scores, biallelic HRR and tumor suppressor gene alterations, and their clinical correlations were evaluated. RESULTS HRD scores varied across cancer types, all showing a long tail in distribution. The prevalence of pathogenic alterations in pan-cancer HRR was 21.3%, with 13.7% of the cases having an HRD score ≥42. HRD-related events (LOH, LST, and TAI) exhibited similarities and cancer-specific patterns at the chromosomal arm level. Biallelic loss of HRR genes, especially BRCA1, BRCA2, RAD51D, RAD51 C, and PPP2R2 A was linked to higher HRD scores in BRCA-associated cancers, while BARD1, RAD51D, RAD54L, BRCA1, and MRE11 were associated with elevated HRD scores in in other cancer types (non-BRCA cancers). TP53 biallelic alterations, with or without HRR alterations, were linked to increased HRD scores. Higher HRD scores were associated with late-stage, older, metastatic, PD-L1 positive, non-MSI-H/non-POLE samples were correlated with genomic instability indexes, such as structural chromosomal instability (SCIN), weighted genome instability index (WGII), and whole-genome doubling (WGD). CONCLUSIONS This is the largest pan-cancer HRD study in an Asian population, providing insights for future HRD testing and targeted therapy.
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Affiliation(s)
- Lili Ren
- Department of Medical Oncology, Affiliated Hospital of Hebei University, Hebei Key Laboratory of Cancer Radiotherapy and Chemotherapy, Baoding, China
| | - Runsi Yao
- Department of Obstetrics, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, China
| | - Ting Hou
- Burning Rock Biotech, Building 6, Phase 2, Standard Industrial Unit, No. 7 LuoXuan 4 th Road, International Biotech Island, Guangzhou, 510300, China
| | - Chenglin Liu
- Burning Rock Biotech, Building 6, Phase 2, Standard Industrial Unit, No. 7 LuoXuan 4 th Road, International Biotech Island, Guangzhou, 510300, China
| | - Fei Zhao
- Burning Rock Biotech, Building 6, Phase 2, Standard Industrial Unit, No. 7 LuoXuan 4 th Road, International Biotech Island, Guangzhou, 510300, China
| | - Xiaojun Chen
- Department of Oncology, Shanghai Medical College of Fudan University, 270 Dong-An Rd, Xuhui District, Shanghai, 200032, China.
- Department of Gynecologic Oncology, Fudan University Shanghai Cancer Center, 270 Dong-An Rd, Xuhui District, Shanghai, 200032, China.
| | - Zhou Zhang
- Burning Rock Biotech, Building 6, Phase 2, Standard Industrial Unit, No. 7 LuoXuan 4 th Road, International Biotech Island, Guangzhou, 510300, China.
| | - Yan Huang
- Department of Oncology, Shanghai Medical College of Fudan University, 270 Dong-An Rd, Xuhui District, Shanghai, 200032, China.
- Department of Gynecologic Oncology, Fudan University Shanghai Cancer Center, 270 Dong-An Rd, Xuhui District, Shanghai, 200032, China.
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27
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El Hage M, Su Z, Linnebacher M. Mutational Patterns in Colorectal Cancer: Do PDX Models Retain the Heterogeneity of the Original Tumor? Int J Mol Sci 2025; 26:5111. [PMID: 40507920 PMCID: PMC12154438 DOI: 10.3390/ijms26115111] [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: 03/19/2025] [Revised: 05/15/2025] [Accepted: 05/20/2025] [Indexed: 06/16/2025] Open
Abstract
Colorectal cancer (CRC) remains a leading cause of cancer-related mortality worldwide, highlighting the need for a deeper understanding of the genetic mechanisms driving its development and progression. Identifying genetic mutations that affect key molecular pathways is crucial for advancing CRC diagnosis, prognosis, and treatment. Patient-derived xenograft (PDX) models are essential tools in precision medicine and preclinical research, aiding in the development of personalized therapeutic strategies. In this study, a comparative analysis was conducted on the most frequently mutated genes-APC, TP53, KRAS, BRAF, NRAS, and ERBB2-using data from publicly available databases (n = 7894) and models from University Medicine Rostock (n = 139). The aim of this study was to evaluate the accuracy of these models in reflecting the mutational landscape observed in patient-derived samples, with a focus on both individual mutations and co-occurring mutational patterns. Our comparative analysis demonstrated that while the ranking of individual mutations remained consistent, their overall frequencies were slightly lower in the PDX models. Interestingly, we observed a notably higher prevalence of BRAF mutations in the PDX cohort. When examining co-occurring mutations, TP53 and APC mutations-both individually and in combination with other alterations-were the most frequent in both datasets. While the PDX models showed a greater prevalence of single mutations and a slightly higher proportion of tumors without detectable mutations compared to the public dataset, these findings present valuable insights into CRC's mutational landscape. The discrepancies highlight important considerations, such as selective engraftment bias favoring more aggressive tumors, differences in sample size between the two cohorts, and potential bottleneck effects during PDX engraftment. Understanding these factors can help refine the use of PDX models in CRC research, enhancing their potential for more accurate and relevant applications in precision oncology.
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Affiliation(s)
| | | | - Michael Linnebacher
- Molecular Oncology and Immunotherapy, Clinic of General Surgery, Rostock University Medical Center, 18057 Rostock, Germany; (M.E.H.); (Z.S.)
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28
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Zhang J, Jin X, Hou Y, Gu B, Li H, Yi L, Wu W, Hu S. Comprehensive analysis of the critical role of the epithelial mesenchymal transition subtype - TAGLN-positive fibroblasts in colorectal cancer progression and immunosuppression. Cell Biosci 2025; 15:66. [PMID: 40413514 PMCID: PMC12102804 DOI: 10.1186/s13578-025-01405-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2025] [Accepted: 05/05/2025] [Indexed: 05/27/2025] Open
Abstract
Epithelial-mesenchymal transition (EMT) plays a pivotal role in tumor metastasis and immune suppression in colorectal cancer (CRC). However, the specific mechanisms of EMT and its relationship with the clinical prognosis and immunotherapy response in CRC patients remain unclear. In this study, we identified TAGLN-positive fibroblasts (TAGLN⁺Fib) as a cancer-associated fibroblast (CAF) subtype within the tumor microenvironment (TME) that promotes tumor metastasis and immune evasion. High EMT scores, strongly associated with TAGLN expression, were correlated with advanced tumor stages, poor prognosis, and resistance to immunotherapy. Functional experiments demonstrated that TAGLN knockdown significantly reduced CRC cell proliferation, migration, and EMT phenotypes in vitro and suppressed tumor growth in vivo. Furthermore, TAGLN⁺Fib closely interacted with MMP7-positive tumor epithelial cells and SPP1-positive macrophages, forming a pro-metastatic and immunosuppressive network. An EMT-TME risk model constructed using TAGLN⁺Fib exhibited robust predictive power for CRC prognosis and immunotherapy response. This study reveals the association of EMT scores with CRC prognosis and immunotherapy response, highlights TAGLN⁺Fib's critical role in tumor progression, and develops an EMT-TME risk model, offering insights for personalized CRC treatment and precision medicine.
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Affiliation(s)
- Junli Zhang
- Department of Blood transfusion, The Third People's Hospital of Bengbu Affiliated to Bengbu Medical University, No. 38 Shengli Road, Bengshan District, Bengbu City, Anhui Province, China
- Anhui Provincial Key Laboratory of Tumor Evolution and Intelligent Diagnosis and Treatment, Anhui, China
- Bengbu Medical University Key Laboratory of Cancer Research and Clinical Laboratory Diagnosis, Bengbu Medical University, Bengbu, Anhui, 233030, China
| | - Xinxin Jin
- Bengbu Medical University Key Laboratory of Cancer Research and Clinical Laboratory Diagnosis, Bengbu Medical University, Bengbu, Anhui, 233030, China
| | - Yachao Hou
- Bengbu Medical University Key Laboratory of Cancer Research and Clinical Laboratory Diagnosis, Bengbu Medical University, Bengbu, Anhui, 233030, China
| | - Biao Gu
- Department of Blood transfusion, The Third People's Hospital of Bengbu Affiliated to Bengbu Medical University, No. 38 Shengli Road, Bengshan District, Bengbu City, Anhui Province, China
| | - Hongwei Li
- Department of Blood transfusion, The Third People's Hospital of Bengbu Affiliated to Bengbu Medical University, No. 38 Shengli Road, Bengshan District, Bengbu City, Anhui Province, China
| | - Li Yi
- Department of Blood transfusion, The Third People's Hospital of Bengbu Affiliated to Bengbu Medical University, No. 38 Shengli Road, Bengshan District, Bengbu City, Anhui Province, China
| | - Wenjuan Wu
- Bengbu Medical University Key Laboratory of Cancer Research and Clinical Laboratory Diagnosis, Bengbu Medical University, Bengbu, Anhui, 233030, China.
- Department of Biochemistry and Molecular Biology, School of Laboratory Medicine, Bengbu Medical University, Bengbu, Anhui, 233030, China.
| | - Shangshang Hu
- Department of Blood transfusion, The Third People's Hospital of Bengbu Affiliated to Bengbu Medical University, No. 38 Shengli Road, Bengshan District, Bengbu City, Anhui Province, China.
- School of Medicine, Southeast University, Nanjing, Jiangsu, 210009, China.
- Department of Biochemistry and Molecular Biology, School of Laboratory Medicine, Bengbu Medical University, Bengbu, Anhui, 233030, China.
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29
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Bazzichetto C, Di Martile M, Del Bufalo D, Milella M, Conciatori F. Induction of cell death by the CXCR2 antagonist SB225002 in colorectal cancer and stromal cells. Biomed Pharmacother 2025; 188:118203. [PMID: 40412356 DOI: 10.1016/j.biopha.2025.118203] [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: 02/14/2025] [Revised: 05/13/2025] [Accepted: 05/21/2025] [Indexed: 05/27/2025] Open
Abstract
Molecular targeted therapies have had great success in cancer treatment due to their high efficacy and selectivity. Identifying specific prognostic/predictive biomarkers helps clinicians stratify patients according to individual characteristics and improves patient quality of life in terms of disease control and survival. In our previous work, we identified Interleukin-8 as an important prognostic biomarker according to specific genomic alterations of colorectal cancers, leading us to investigate the effects of its axis inhibition, by targeting the Interleukin-8 receptors CXCR1 and CXCR2. Here, we show that dual CXCR1/2 inhibition does not affect colorectal cancer cell viability, whereas CXCR2-selective inhibition by SB225002 reduces cell viability in responder colorectal cancer cell lines. More specifically, these responder cells undergo programmed cell death upon SB225002 treatment, while non responder cell lines incur in a reversible G2/M arrest. Interestingly, the same response in terms of inhibition of cell viability also occurs in the stromal compartment (normal fibroblasts): however, in this compartment, the G2/M block is non reversible, hence leading to non-apoptotic cell death. These findings suggest that SB225002 could be a potential therapeutic agent in colorectal cancer, by affecting not only cell viability, but also tumor-stroma interactions.
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Affiliation(s)
- Chiara Bazzichetto
- Preclinical Models and New Therapeutic Agents Unit, IRCCS - Regina Elena National Cancer Institute, Rome, Italy.
| | - Marta Di Martile
- Preclinical Models and New Therapeutic Agents Unit, IRCCS - Regina Elena National Cancer Institute, Rome, Italy
| | - Donatella Del Bufalo
- Preclinical Models and New Therapeutic Agents Unit, IRCCS - Regina Elena National Cancer Institute, Rome, Italy
| | - Michele Milella
- Section of Innovation Biomedicine - Oncology Area, Department of Engineering for Innovation Medicine (DIMI), University of Verona, and Verona University and Hospital Trust (AOUI), Verona, Italy
| | - Fabiana Conciatori
- Preclinical Models and New Therapeutic Agents Unit, IRCCS - Regina Elena National Cancer Institute, Rome, Italy.
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30
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Zhou Q, Kang JK, Zhi YF, Ma MJ, Ren XD, Gan ZN, Niu J. Synchronous triple primary colorectal cancer: a rare case report from a rural tibetan population. Discov Oncol 2025; 16:839. [PMID: 40397067 PMCID: PMC12095748 DOI: 10.1007/s12672-025-02647-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2025] [Accepted: 05/09/2025] [Indexed: 05/22/2025] Open
Abstract
Synchronous multiple colorectal cancers (SMCRC) are rare and defined as distinct malignant tumors occurring simultaneously in the colon and rectum without evidence of metastasis from one tumor to another. This case report presents a 69 year-old Tibetan male admitted with acute abdominal pain, abdominal distension, nausea, and vomiting. Imaging studies and colonoscopy revealed synchronous cancers in the rectum, sigmoid colon, and transverse colon, all pathologically confirmed as moderately differentiated adenocarcinomas. The patient underwent a multisegment colectomy with complete resection of all tumors. Postoperative recovery was uneventful, and no recurrence was reported during follow-up. This case underscores the importance of thorough diagnostic and surgical strategies for SMCRC, particularly in emergency presentations where limited diagnostic modalities may pose challenges.
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Affiliation(s)
- Qing Zhou
- Department of Gastrointestinal Surgery, Qinghai Red Cross Hospital, Xi'ning, 810000, China
| | - Jin-Ke Kang
- Department of Gastrointestinal Surgery, Qinghai Red Cross Hospital, Xi'ning, 810000, China
| | - Yong-Fa Zhi
- Department of Gastrointestinal Surgery, Qinghai Red Cross Hospital, Xi'ning, 810000, China
| | - Ming-Jie Ma
- Department of Gastrointestinal Surgery, Qinghai Red Cross Hospital, Xi'ning, 810000, China
| | - Xiao-de Ren
- Department of Gastrointestinal Surgery, Qinghai Red Cross Hospital, Xi'ning, 810000, China
| | - Zheng-Ning Gan
- Department of Imaging, Qinghai Red Cross Hospital, Xi'ning, 810000, China
| | - Jie Niu
- Ophthalmology Department III, Xining First People's Hospital, No. 3, Huzhu Lane, Chengzhong District, Xi'ning, 810000, Qinghai Province, China.
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31
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Chen E, Zhou W. Immunotherapy in microsatellite-stable colorectal cancer: Strategies to overcome resistance. Crit Rev Oncol Hematol 2025; 212:104775. [PMID: 40409481 DOI: 10.1016/j.critrevonc.2025.104775] [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: 02/18/2025] [Revised: 05/04/2025] [Accepted: 05/19/2025] [Indexed: 05/25/2025] Open
Abstract
Colorectal cancer (CRC) is among the foremost causes of cancer-related mortality worldwide; however, individuals with microsatellite-stable (MSS) disease-who constitute most CRC diagnoses-derive limited benefit from existing immunotherapeutic approaches. Here, we outline emerging methods designed to address the inherent resistance of MSS CRC to immune checkpoint inhibitors (ICIs). Recent findings emphasize how the immunosuppressive tumor microenvironment (TME) in MSS CRC, marked by diminished immunogenicity and high levels of regulatory T cells and myeloid-derived suppressor cells, restricts effective antitumor immune activity. Combination regimens that merge ICIs with chemotherapy, anti-angiogenic agents, or targeted blockade of pathways such as TGF-β and VEGF have shown encouraging early outcomes, including enhanced antigen presentation and T-cell penetration. Novel immunomodulatory platforms-such as epigenetic modifiers, oncolytic viruses, and engineered probiotic vaccines-are under assessment to further reprogram the TME and boost therapeutic efficacy. Concurrently, progress in adoptive cell therapies (for example, chimeric antigen receptor (CAR) T cells) and the development of cancer vaccines targeting tumor-associated and neoantigens promise to extend immune control over MSS CRC. In parallel, improving patient selection through predictive biomarkers-from circulating tumor DNA (ctDNA) to gene expression signatures and specific molecular subtypes-could refine individualized treatment strategies. Finally, interventions that alter the gut microbiome, including probiotics and fecal transplantation, serve as complementary tools to strengthen ICI responses. Taken together, these insights and combined treatment strategies lay the foundation for more successful immunotherapeutic interventions in MSS CRC, ultimately aiming to provide sustained clinical benefits to a broader spectrum of patients.
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Affiliation(s)
- Engeng Chen
- Department of Colorectal Surgery, Sir Run Run Shaw Hospital of Zhejiang University, Hangzhou 310016, China
| | - Wei Zhou
- Department of Colorectal Surgery, Sir Run Run Shaw Hospital of Zhejiang University, Hangzhou 310016, China.
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32
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Gallois C, Sroussi M, André T, Mouillet-Richard S, Agueeff N, Mulot C, Vernerey D, Louvet C, Bachet JB, Dourthe LM, Mazard T, Jary M, Coutzac C, Lecaille C, Tabernero J, Van Laethem JL, Lepage C, Emile JF, de Reyniès A, Taieb J, Laurent-Puig P. Prognostic Models From Transcriptomic Signatures of the Tumor Microenvironment and Cell Cycle in Stage III Colon Cancer From PETACC-8 and IDEA-France Trials. J Clin Oncol 2025; 43:1765-1776. [PMID: 39889251 PMCID: PMC12084023 DOI: 10.1200/jco.23.02262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 11/08/2024] [Accepted: 12/23/2024] [Indexed: 02/02/2025] Open
Abstract
PURPOSE The objective of this work was to establish prognostic models in stage III colon cancer (CC) on the basis of transcriptomic signatures of the tumor microenvironment (TME) and cell cycle from the PETACC-8 (training set) and IDEA-France (validation set) trials. PATIENTS AND METHODS 3'RNA sequencing was performed in 1,733 patients from the PETACC-8 trial and 1,248 patients from the IDEA-France trial. Four transcriptomic signatures were analyzed: T-cell and macrophage M2 signatures, the expression of CXCL13, and a score on the basis of the Oncotype DX CC Recurrence Score using the same formula from the stromal score and the cell cycle score. The Immune Proliferative Stromal (IPS) score was defined as the number of dichotomized signatures that fall under the category of a dismal prognosis (from 0 to 4). Time to recurrence (TTR) was defined as the time from the date of random assignment to local and/or metastatic relapse and/or death because of CC, whichever occurs first. RESULTS High Oncotype-like and M2 scores and low CXCL13 expression and T-cell score were associated with a shorter TTR. A multivariable model including these signatures and all known prognostic factors applied to the IDEA-France cohort by obtaining a value of this model for each patient showed TTR significantly different depending on the quartile of this value and a 3-year rate of patients without recurrence ranging from 56% for the lowest quartile to 89% for the highest quartile (P < .0001). The IPS score was significantly associated with TTR in multivariable analysis. CONCLUSION Using transcriptomic data of patients with stage III CC from two large-scale adjuvant trials, a prognostic model on the basis of signatures of the TME and the cell cycle provides important information in addition to known prognostic factors for patient stratification on risk of recurrence.
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Affiliation(s)
- Claire Gallois
- Centre de Recherche des Cordeliers, INSERM, Université Paris Cité, Sorbonne Université, Paris, France
- Digestive Oncology Department, Institut du Cancer Paris CARPEM, APHP, APHP Centre, Hôpital Européen G. Pompidou, Université Paris Cité, Paris, France
| | - Marine Sroussi
- Centre de Recherche des Cordeliers, INSERM, Université Paris Cité, Sorbonne Université, Paris, France
- Institut Chimie Biologie Innovation—Laboratoire de BioChimie, ESPCI, UMR8231 CNRS, Université PSL, Paris, France
| | - Thierry André
- Department of Medical Oncology, Hôpital Saint Antoine, Sorbonne Université, Paris, France
| | - Sophie Mouillet-Richard
- Centre de Recherche des Cordeliers, INSERM, Université Paris Cité, Sorbonne Université, Paris, France
| | - Natacha Agueeff
- Centre de Recherche des Cordeliers, INSERM, Université Paris Cité, Sorbonne Université, Paris, France
| | - Claire Mulot
- Centre de Recherche des Cordeliers, INSERM, Université Paris Cité, Sorbonne Université, Paris, France
| | - Dewi Vernerey
- Methodology and Quality of Life Unit in Oncology, University of Besançon, Besançon, France
- Etablissement Français du Sang Bourgogne Franche-Comté, INSERM, Unité Mixte de Recherche 1098, RIGHT Interactions Hôte-Greffon-Tumeur/Ingénierie Cellulaire et Génique, Franche-Comté University, Besançon University Hospital, Besançon, France
| | - Christophe Louvet
- Department of Medical Oncology, Institut Mutualiste Montsouris, Paris, France
| | - Jean-Baptiste Bachet
- Department of Hepato-Gastroenterology and Digestive Oncology, Pitié-Salpêtriére Hospital, APHP, Sorbonne Université, Paris, France
| | | | - Thibault Mazard
- Department of Medical Oncology, IRCM, INSERM, ICM, University of Montpellier, Montpellier, France
| | - Marine Jary
- Department of Digestive and Hepatobiliary Surgery, University Hospital of Clermont-Ferrand, Clermont-Ferrand, France
| | - Clélia Coutzac
- Department of Medical Oncology, Centre Leon Berard, University Claude Bernard Lyon, Lyon, France
| | - Cédric Lecaille
- Cancerology Department, Bordeaux Nord Polyclinic, Bordeaux, France
| | - Josep Tabernero
- Vall d'Hebron Hospital Campus and Institute of Oncology (VHIO), IOB-Quiron, UVic-UCC, Barcelona, Spain
| | - Jean-Luc Van Laethem
- Department of Digestive Oncology, Hopital Erasme, Université Libre de Bruxelles, Brussels, Belgium
| | - Côme Lepage
- Hepatogastroenterology and Digestive Oncology Department, Dijon Bourgogne Hospital, University of Burgundy and Franche Comté, Dijon, France
| | - Jean-François Emile
- EA4340 BECCOH, Service de Pathologie, Hôpital Ambroise Paré, AP-HP, Université de Versailles SQY, Boulogne, France
| | - Aurélien de Reyniès
- Centre de Recherche des Cordeliers, INSERM, Université Paris Cité, Sorbonne Université, Paris, France
- Laboratoire SeqOIA, Paris, France
| | - Julien Taieb
- Centre de Recherche des Cordeliers, INSERM, Université Paris Cité, Sorbonne Université, Paris, France
- Digestive Oncology Department, Institut du Cancer Paris CARPEM, APHP, APHP Centre, Hôpital Européen G. Pompidou, Université Paris Cité, Paris, France
| | - Pierre Laurent-Puig
- Centre de Recherche des Cordeliers, INSERM, Université Paris Cité, Sorbonne Université, Paris, France
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ALKhemeiri N, Eljack S, Saber-Ayad MM. Perspectives of Targeting Autophagy as an Adjuvant to Anti-PD-1/PD-L1 Therapy for Colorectal Cancer Treatment. Cells 2025; 14:745. [PMID: 40422248 DOI: 10.3390/cells14100745] [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: 02/13/2025] [Revised: 05/07/2025] [Accepted: 05/12/2025] [Indexed: 05/28/2025] Open
Abstract
Colorectal cancer (CRC) is the third most common cancer in the world, with increasing incidence and mortality rates. Standard conventional treatments for CRC are surgery, chemotherapy, and radiotherapy. Recently, immunotherapy has been introduced as a promising alternative to CRC treatment that utilizes patients' immune system to combat cancer cells. The beneficial effect of immune checkpoint inhibitors, specifically anti-PD-1/ PD-L1, has been ascribed to the abundance of DNA replication errors that result in the formation of neoantigens. Such neoantigens serve as distinct flags that amplify the immune response when checkpoint inhibitors (ICIs) are administered. DNA replication errors in CRC patients are expressed as two statuses: the first is the deficient mismatch repair (MSI-H/dMMR) with a higher overall immune response and survival rate than the second status of patients with proficient mismatch repair (MSS/pMMR). There is a limitation to using anti-PD-1/PD-L1 as it is only confined to MSI-H/dMMR, where there is an abundance of T-cell inhibitory ligands (PD-L1). This calls for investigating new therapeutic interventions to widen the scope of ICIs' role in the treatment of CRC. Autophagy modulation provides a good example. Autophagy is a cellular process that plays a crucial role in maintaining cellular homeostasis and has been studied for its impact on tumor development, progression, and response to treatment. In this review, we aim to highlight autophagy as a potential determinant in tumor immune response and to study the impact of autophagy on the tumor immune microenvironment. Moreover, we aim to investigate the value of a combination of anti-PD-1/PD-L1 agents with autophagy modulators as an adjuvant therapeutic approach for CRC treatment.
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Affiliation(s)
- Nasrah ALKhemeiri
- College of Graduate Studies, University of Sharjah, Sharjah P.O. Box 27272, United Arab Emirates
| | - Sahar Eljack
- Sharjah Institute for Medical Research, University of Sharjah, Sharjah P.O. Box 27272, United Arab Emirates
- Department of Pharmaceutics, Faculty of Pharmacy, University of Gezira, Wad Madani 21111, Sudan
| | - Maha Mohamed Saber-Ayad
- College of Graduate Studies, University of Sharjah, Sharjah P.O. Box 27272, United Arab Emirates
- Sharjah Institute for Medical Research, University of Sharjah, Sharjah P.O. Box 27272, United Arab Emirates
- Department of Clinical Sciences, College of Medicine, University of Sharjah, Sharjah P.O. Box 27272, United Arab Emirates
- Department of Pharmacology, Faculty of Medicine, Cairo University, Cairo 12211, Egypt
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34
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Williams CS. Targeting Tumor Stroma in CMS4 Colorectal Cancer: Phospholamban Takes Center Stage. Cell Mol Gastroenterol Hepatol 2025:101529. [PMID: 40409345 DOI: 10.1016/j.jcmgh.2025.101529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2025] [Accepted: 04/28/2025] [Indexed: 05/25/2025]
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35
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Rousseau B, Cercek A. Entering the Era of Multidimensional Prognostication for Personalized Risk Assessment in Stage III Colon Cancer. J Clin Oncol 2025; 43:1751-1754. [PMID: 40215432 DOI: 10.1200/jco-25-00205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2025] [Revised: 02/04/2025] [Accepted: 03/08/2025] [Indexed: 05/17/2025] Open
Affiliation(s)
| | - Andrea Cercek
- Memorial Sloan Kettering Cancer Center, New York, NY
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36
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Teng YH, Appiah B, Andrieux G, Schrempp M, Rose K, Hofmann AS, Ku M, Beyes S, Boerries M, Hecht A. TGF-β signaling redirects Sox11 gene regulatory activity to promote partial EMT and collective invasion of oncogenically transformed intestinal organoids. Oncogenesis 2025; 14:17. [PMID: 40393982 DOI: 10.1038/s41389-025-00560-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Revised: 04/28/2025] [Accepted: 05/09/2025] [Indexed: 05/22/2025] Open
Abstract
Cancer cells infiltrating surrounding tissue frequently undergo partial epithelial-mesenchymal transitions (pEMT) and employ a collective mode of invasion. How these phenotypic traits are regulated and interconnected remains underexplored. Here, we used intestinal organoids with colorectal cancer (CRC) driver mutations as model system to investigate the mechanistic basis of TGF-β1-induced pEMT and collective invasion. By scRNA-seq we identified multiple cell subpopulations representing a broad pEMT spectrum, where the most advanced pEMT state correlated with the transcriptional profiles of leader cells in collective invasion and a poor prognosis mesenchymal subtype of human CRC. Bioinformatic analyses pinpointed Sox11 as a transcription factor gene whose expression peaked in the potential leader/pEMThigh cells. Immunofluorescence staining confirmed Sox11 expression in cells at the invasive front of TGF-β1-treated organoids. Loss-of-function and overexpression experiments showed that Sox11 is necessary, albeit not sufficient, for TGF-β1-induced pEMT and collective invasion. In human CRC samples, elevated SOX11 expression was associated with advanced tumor stages and worse prognosis. Unexpectedly, aside from orchestrating the organoid response to TGF-β1, Sox11 controlled expression of genes related to normal gut function and tumor suppression. Apparently, Sox11 is embedded in several distinct gene regulatory circuits, contributing to intestinal tissue homeostasis, tumor suppression, and TGF-β-mediated cancer cell invasion.
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Affiliation(s)
- Yu-Hsiang Teng
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Bismark Appiah
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Geoffroy Andrieux
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Monika Schrempp
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Katja Rose
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Angelika Susanna Hofmann
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Manching Ku
- Department of Pediatrics and Adolescent Medicine, Division of Pediatric Hematology and Oncology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Sven Beyes
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Robert Bosch Center for Tumor Diseases (RBCT), Stuttgart, Germany
| | - Melanie Boerries
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK), Partner site Freiburg, a partnership between DKFZ and Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Andreas Hecht
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
- Faculty of Biology, University of Freiburg, Freiburg, Germany.
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37
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Liu Y, Qian S, Wei J, He J, Li M, Gao X, Cai H, Wang Y, Han Y, Tan T, Yang M. The Expression and Molecular Roles of MAMDC2 in MSS Colorectal Cancer with a High Tumor Stromal Ratio. Biomedicines 2025; 13:1217. [PMID: 40427044 PMCID: PMC12109205 DOI: 10.3390/biomedicines13051217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2025] [Revised: 05/02/2025] [Accepted: 05/10/2025] [Indexed: 05/29/2025] Open
Abstract
Background: Colorectal cancer (CRC) heterogeneity is strongly influenced by molecular subtypes and tumor stroma interactions. The meprin/A5/PTPmu (MAM) domain, a conserved structural motif in transmembrane proteins, remains undercharacterized in CRC pathogenesis. Methods: We analyzed RNA-seq data from TCGA-COAD to evaluate MAM domain gene expression. Immunohistochemistry and Western blotting were conducted to validate the results of the database analysis. Results: Bioinformatics analysis revealed that MAM domain-containing protein 2 (MAMDC2) was enriched in mesenchymal subtype 4 (CMS4) colorectal cancer (p < 0.001). IHC confirmed MAMDC2 overexpression in MSS colorectal cancer with a high tumor stroma ratio (TSR) and peritoneal metastatic lesions (p < 0.01). WB and real-time PCR analyses confirmed that MAMDC2 has a role in regulating epithelial-mesenchymal transition (EMT) development in CRC. Importantly, we identified that cancer cell-derived MAMDC2 promotes MYLK expression in cancer-associated fibroblasts (CAFs) through paracrine signaling. Conclusions: Our findings suggest MAMDC2 may function as a stromal-associated regulator in MSS colorectal cancer with a high tumor stromal ratio (TSR).
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Affiliation(s)
- Yiling Liu
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Shengnan Qian
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Jia Wei
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Jianting He
- Department of Pathology, Beijing Youan Hospital, Capital Medical University, Beijing 100069, China
| | - Minghui Li
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Xiaobing Gao
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Hong Cai
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Yiqing Wang
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Yue Han
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Tianyuan Tan
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
| | - Minhui Yang
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
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38
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Hu D, Zhao J, Wu M, Zhou Y, Lyu B, Xu C, Huang C, Su Z, Zhang H, Guo J, Tang W, Chen G, Li Q. Microbial interactions induce the mutational signature of mismatch repair deficiency in colorectal cancer and associated with EPPK1 mutations. Cancer Lett 2025; 625:217807. [PMID: 40383409 DOI: 10.1016/j.canlet.2025.217807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Revised: 05/12/2025] [Accepted: 05/15/2025] [Indexed: 05/20/2025]
Abstract
To better understand the impact of microbial interactions on the clonal evolution of colorectal cancer (CRC), we conducted high-resolution profiling of the gut microbiome of 101 treatment-naïve primary CRC patients using nanopore sequencing. We performed an integrated analysis of microbiome and tumor exome data to identify symbiotic microbes that interactively influence the mutational processes and the subsequent clonality of CRC. Our results suggested that Dialister pneumosintes and Fusobacterium animalis were both associated with somatic EPPK1 mutations and promote SBS6 (mismatch repair deficiency, dMMR) activity. Notably, we showed that the symbiotic architecture of Dialister pneumosintes and Fusobacterium animalis undergoes significant changes with the mutational status of EPPK1. In addition, we identified specific metabolic pathways involving key metabolites that potentially mediate microbial interactions in CRC. These findings provide new insights into the interplay between the gut microbiome and the mutation landscape of colorectal cancer, thereby informing the clonal evolution of CRC and new strategies for precision medicine.
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Affiliation(s)
- Dandan Hu
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, 510060, China; Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, China
| | - Jialin Zhao
- Department of Hematology, School of Medicine, Xiamen University, Xiamen, Fujian, 361005, China; National Institute for Data Science in Health and Medicine, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, China
| | - Miaoqing Wu
- Digestive Diseases Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China; Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Ying Zhou
- Department of Hematology, School of Medicine, Xiamen University, Xiamen, Fujian, 361005, China; National Institute for Data Science in Health and Medicine, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, China
| | - Beile Lyu
- State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, Fujian, 361100, China
| | - Chaoqun Xu
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, 361104, China
| | - Chao Huang
- Department of Hematology, School of Medicine, Xiamen University, Xiamen, Fujian, 361005, China; National Institute for Data Science in Health and Medicine, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, China
| | - Zixuan Su
- Department of Hematology, School of Medicine, Xiamen University, Xiamen, Fujian, 361005, China; National Institute for Data Science in Health and Medicine, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, China
| | - Hui Zhang
- Department of Medical Oncology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361003, China
| | - Jintao Guo
- Department of Scientific Research Management, Weifang People's Hospital, Shandong Second Medical University, Weifang, 261041, Shandong Province, China
| | - Weiwei Tang
- National Institute for Data Science in Health and Medicine, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, China; Department of Medical Oncology, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, 361003, China; The School of Clinical Medicine, Fujian Medical University, China
| | - Gong Chen
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, 510060, China; Department of Colorectal Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, China.
| | - Qiyuan Li
- Department of Hematology, School of Medicine, Xiamen University, Xiamen, Fujian, 361005, China; National Institute for Data Science in Health and Medicine, School of Medicine, Xiamen University, Xiamen, Fujian, 361102, China.
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39
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Baglamis S, Sheraton VM, van Neerven SM, Logiantara A, Nijman LE, Hageman LA, Léveillé N, Elbers CC, Bijlsma MF, Vermeulen L, Krawczyk PM, Lenos KJ. Clonal dispersal is associated with tumor heterogeneity and poor prognosis in colorectal cancer. iScience 2025; 28:112403. [PMID: 40330878 PMCID: PMC12051713 DOI: 10.1016/j.isci.2025.112403] [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: 10/10/2024] [Revised: 01/27/2025] [Accepted: 04/07/2025] [Indexed: 05/08/2025] Open
Abstract
Clonal dispersal, resulting from the intermingling of tumor cell subpopulations, is thought to be a key driver of tumor heterogeneity. Despite advances in spatial modeling of cancer biology, quantification of clonal dispersal has been challenging. This study introduces a straightforward method, relying on fluorescent cell barcoding, to quantify clonal dispersal in various in vitro and in vivo models of colorectal cancer (CRC). Our approach allows for precise localization of clones and uncovering the degree of clonal mixing across different CRC models. Our findings suggest that clonal dispersal is correlated with the expression of genes involved in epithelial-mesenchymal transition and CMS4-related signaling pathways. We further identify a dispersal gene signature, associated with intratumor heterogeneity, which is a robust clinical predictor of poor prognosis and recurrence in CRC, highlighting its potential as a prognostic marker and a putative direction for therapeutic targeting.
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Affiliation(s)
- Selami Baglamis
- Amsterdam UMC, University of Amsterdam, Laboratory for Experimental Oncology and Radiobiology, 1081 BT Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, 3521 AL Utrecht, the Netherlands
- Amsterdam UMC, University of Amsterdam, Amsterdam Gastroenterology Endocrinology Metabolism, Meibergdreef 9, Amsterdam, the Netherlands
| | - Vivek M. Sheraton
- Amsterdam UMC, University of Amsterdam, Laboratory for Experimental Oncology and Radiobiology, 1081 BT Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, 3521 AL Utrecht, the Netherlands
- Amsterdam UMC, University of Amsterdam, Amsterdam Gastroenterology Endocrinology Metabolism, Meibergdreef 9, Amsterdam, the Netherlands
- University of Amsterdam, Informatics Institute, Computational Science Lab, 1090 GH Amsterdam, the Netherlands
| | - Sanne M. van Neerven
- Amsterdam UMC, University of Amsterdam, Laboratory for Experimental Oncology and Radiobiology, 1081 BT Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, 3521 AL Utrecht, the Netherlands
- Amsterdam UMC, University of Amsterdam, Amsterdam Gastroenterology Endocrinology Metabolism, Meibergdreef 9, Amsterdam, the Netherlands
- University of Cambridge, Wellcome Trust–Cancer Research UK Gurdon Institute, Cambridge CB2 1QN, UK
| | - Adrian Logiantara
- Amsterdam UMC, University of Amsterdam, Laboratory for Experimental Oncology and Radiobiology, 1081 BT Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, 3521 AL Utrecht, the Netherlands
- Amsterdam UMC, University of Amsterdam, Amsterdam Gastroenterology Endocrinology Metabolism, Meibergdreef 9, Amsterdam, the Netherlands
| | - Lisanne E. Nijman
- Amsterdam UMC, University of Amsterdam, Laboratory for Experimental Oncology and Radiobiology, 1081 BT Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, 3521 AL Utrecht, the Netherlands
- Amsterdam UMC, University of Amsterdam, Amsterdam Gastroenterology Endocrinology Metabolism, Meibergdreef 9, Amsterdam, the Netherlands
| | - Laura A. Hageman
- Amsterdam UMC, University of Amsterdam, Laboratory for Experimental Oncology and Radiobiology, 1081 BT Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, 3521 AL Utrecht, the Netherlands
| | - Nicolas Léveillé
- Amsterdam UMC, University of Amsterdam, Laboratory for Experimental Oncology and Radiobiology, 1081 BT Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, 3521 AL Utrecht, the Netherlands
- Amsterdam UMC, University of Amsterdam, Amsterdam Gastroenterology Endocrinology Metabolism, Meibergdreef 9, Amsterdam, the Netherlands
| | - Clara C. Elbers
- Amsterdam UMC, University of Amsterdam, Laboratory for Experimental Oncology and Radiobiology, 1081 BT Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, 3521 AL Utrecht, the Netherlands
- Amsterdam UMC, University of Amsterdam, Amsterdam Gastroenterology Endocrinology Metabolism, Meibergdreef 9, Amsterdam, the Netherlands
| | - Maarten F. Bijlsma
- Amsterdam UMC, University of Amsterdam, Laboratory for Experimental Oncology and Radiobiology, 1081 BT Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, 3521 AL Utrecht, the Netherlands
- Amsterdam UMC, University of Amsterdam, Amsterdam Gastroenterology Endocrinology Metabolism, Meibergdreef 9, Amsterdam, the Netherlands
| | - Louis Vermeulen
- Amsterdam UMC, University of Amsterdam, Laboratory for Experimental Oncology and Radiobiology, 1081 BT Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, 3521 AL Utrecht, the Netherlands
- Amsterdam UMC, University of Amsterdam, Amsterdam Gastroenterology Endocrinology Metabolism, Meibergdreef 9, Amsterdam, the Netherlands
- Genentech, Department of Discovery Oncology, South San Francisco, CA 94080, USA
| | - Przemek M. Krawczyk
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Amsterdam UMC, University of Amsterdam, Department of Medical Biology, 1105 AZ Amsterdam, the Netherlands
| | - Kristiaan J. Lenos
- Amsterdam UMC, University of Amsterdam, Laboratory for Experimental Oncology and Radiobiology, 1081 BT Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
- Oncode Institute, Amsterdam, 3521 AL Utrecht, the Netherlands
- Amsterdam UMC, University of Amsterdam, Amsterdam Gastroenterology Endocrinology Metabolism, Meibergdreef 9, Amsterdam, the Netherlands
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40
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Ogden S, Metic N, Leylek O, Smith EA, Berner AM, Baker AM, Uddin I, Buzzetti M, Gerlinger M, Graham T, Kocher HM, Efremova M. Phenotypic heterogeneity and plasticity in colorectal cancer metastasis. CELL GENOMICS 2025:100881. [PMID: 40393458 DOI: 10.1016/j.xgen.2025.100881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Revised: 02/27/2025] [Accepted: 04/22/2025] [Indexed: 05/22/2025]
Abstract
Phenotypic heterogeneity and plasticity in colorectal cancer (CRC) has a crucial role in tumor progression, metastasis, and therapy resistance. However, the regulatory factors and the extrinsic signals driving phenotypic heterogeneity remain unknown. Using a combination of single-cell multiomics and spatial transcriptomics data from primary and metastatic CRC patients, we reveal cancer cell states with regenerative and inflammatory phenotypes that closely resemble metastasis-initiating cells in mouse models. We identify an intermediate population with a hybrid regenerative and stem phenotype. We reveal the transcription factors AP-1 and nuclear factor κB (NF-κB) as their key regulators and show localization of these states in an immunosuppressive niche both at the invasive edge in primary CRC and in liver metastasis. We uncover ligand-receptor interactions predicted to activate the regenerative and inflammatory phenotype in cancer cells. Together, our findings reveal regulatory and signaling factors that mediate distinct cancer cell states and can serve as potential targets to impair metastasis.
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Affiliation(s)
- Samuel Ogden
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Nasrine Metic
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Ozen Leylek
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Elise A Smith
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Alison M Berner
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | | | - Imran Uddin
- CRUK City of London Centre Single Cell Genomics Facility, University College London, London, UK
| | - Marta Buzzetti
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Marco Gerlinger
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | | | - Hemant M Kocher
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Mirjana Efremova
- Barts Cancer Institute, Queen Mary University of London, London, UK.
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41
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Lv Q, Yang Q, Chen H, Wang Y, Wang Y, Hu X, Liu M. Construction and validation of a prognostic model for colorectal cancer based on migrasome-related long non-coding RNAs. PeerJ 2025; 13:e19443. [PMID: 40386228 PMCID: PMC12085119 DOI: 10.7717/peerj.19443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Accepted: 04/17/2025] [Indexed: 05/20/2025] Open
Abstract
Background Colon adenocarcinoma (COAD) is a globally prevalent and deadly malignancy of the digestive system. Recently, migrasomes have gained significant attention as important regulators of tumor cell migration and metastasis. The current research developed a highly accurate prognostic model using migrasome-related long non-coding RNAs (lncRNAs) in COAD, providing new insights for prognostic assessment and immunotherapy of COAD patients. Methods RNA sequencing data from COAD patients were acquired from The Cancer Genome Atlas Program (TCGA) database to construct a prognostic lncRNA model based on known migrasome-related genes (MRGs). The model's predictive accuracy was then assessed using concordance index (C-index) analysis, nomograms, principal component analysis, and receiver operating characteristic curves. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were conducted to identify significant differences in biological functions and signaling pathways associated with differentially expressed genes in the high-risk subgroup. A comprehensive evaluation of the model incorporated clinical-pathological features, tumor microenvironment, and chemotherapy sensitivity. The expression levels of prognostic genes in COAD patients were validated via quantitative reverse transcription polymerase chain reaction (RT-qPCR). Furthermore, the role of LCMT1-AS1 in colorectal cancer was examined through CCK-8 assays, colony formation assays, and Transwell experiments. Results Migrasome-related lncRNAs were identified as robust prognostic predictors for COAD. Multivariate analysis revealed that the risk score derived from these lncRNAs is an independent prognostic factor for COAD. Patients in the low-risk group exhibited significantly longer overall survival (OS) compared to those in the high-risk group. Accordingly, the nomogram prediction model we developed, which integrates clinical features and risk scores, demonstrated excellent prognostic performance. In vitro experiments further showed that LCMT1-AS1 promotes the proliferation and migration of COAD cells.
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Affiliation(s)
- Qiang Lv
- Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, Heilongjiang, China
- Bio-Bank of Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, Heilongjiang, China
| | - Qingzhu Yang
- College of Life Science and Agriculture Forestry, Qiqihar University, Qiqihar, Heilongjiang, China
| | - Hongsheng Chen
- Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, Heilongjiang, China
- Bio-Bank of Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, Heilongjiang, China
| | - Yang Wang
- Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, Heilongjiang, China
- Bio-Bank of Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, Heilongjiang, China
| | - Yuliuming Wang
- Department of Colorectal Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, Heilongjiang, China
| | - Xu Hu
- Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, Heilongjiang, China
- Bio-Bank of Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, Heilongjiang, China
| | - Ming Liu
- Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, Heilongjiang, China
- Bio-Bank of Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, Heilongjiang, China
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42
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Desai MD, Parmar NB, Shah IT, Parekh PS, Patel R, Chorawala MR. Therapeutic potential of stem cells in colorectal cancer management: Current trends and future prospects. Dev Dyn 2025. [PMID: 40359344 DOI: 10.1002/dvdy.70042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2024] [Revised: 03/27/2025] [Accepted: 04/25/2025] [Indexed: 05/15/2025] Open
Abstract
Colorectal cancer (CRC) ranks among the leading causes of cancer-related morbidity and mortality worldwide. Despite progress in understanding its molecular intricacies, the management of CRC, especially in advanced stages, remains a significant clinical hurdle. This review delves into the evolving landscape of stem cell-based therapeutic strategies in CRC, with a specific focus on the interplay between cancer stem cells (CSCs) and CRC pathogenesis and treatment resistance. Highlighting the pivotal roles of CSCs in tumor initiation, progression, metastasis, and recurrence, the review comprehensively examines their involvement in CRC, ranging from normal colonic tissue to cancer initiation. The potential of stem cells for medicinal purposes in CRC management is explored, encompassing diverse modalities such as transplantation, differentiation therapy, immunotherapy, and gene/cell-based approaches. Challenges and opportunities associated with these strategies are also evaluated, providing insights into their clinical potential and limitations. The review also appraises preclinical investigations contributing to the understanding of CRC and stem cells. Current clinical trials, patient stratification strategies, and regulatory considerations related to stem cell-based therapies in CRC are scrutinized. Furthermore, the review explores emerging trends and future directions, including developments in stem cell technologies and ethical considerations. It highlights the transformative potential of stem cell-based therapeutic strategies in CRC.
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Affiliation(s)
- Manya D Desai
- Department of Pharmacology and Pharmacy Practice, L. M. College of Pharmacy, Ahmedabad, Gujarat, India
| | - Namrata B Parmar
- Department of Pharmacology and Pharmacy Practice, L. M. College of Pharmacy, Ahmedabad, Gujarat, India
| | - Isha T Shah
- Department of Pharmacology and Pharmacy Practice, L. M. College of Pharmacy, Ahmedabad, Gujarat, India
| | - Priyajeet S Parekh
- Department of Clinical Pharmacy Services, AV Pharma LLC, Jacksonville, Florida, USA
| | - Rajanikant Patel
- Department of Product Development, Granules Pharmaceuticals Inc., Chantilly, Virginia, USA
| | - Mehul R Chorawala
- Department of Pharmacology and Pharmacy Practice, L. M. College of Pharmacy, Ahmedabad, Gujarat, India
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Reitsam NG, Offermans K, Simons CCJM, Grosser B, Zimmermann J, Grabsch HI, Märkl B, van den Brandt PA. Prognostic and Predictive Value of SARIFA-status Within Molecular Subgroups of Colorectal Cancer: Insights From the Netherlands Cohort Study. Am J Surg Pathol 2025:00000478-990000000-00520. [PMID: 40340947 DOI: 10.1097/pas.0000000000002408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/10/2025]
Abstract
We recently proposed Stroma AReactive Invasion Front Areas (SARIFA), defined as direct tumor-adipocyte interaction at the invasion front, as a novel hematoxylin-and-eosin (H&E)-based histopathological prognostic biomarker in various cancers. Given that microsatellite instability, BRAF, and RAS mutation status are routinely tested for colorectal cancers (CRC), studying SARIFA's additional prognostic value within these molecular subgroups is crucial. In addition, exploring whether the survival benefit from adjuvant therapy differs according to SARIFA-status may enhance patient treatment and outcome. SARIFA-status, BRAF, RAS, and DNA mismatch repair (MMR) status were available for 1726 CRC patients from the prospective Netherlands Cohort Study (NLCS, 1986-2006). In this study, we investigated (1) the relationship between SARIFA-status and CRC molecular characteristics, (2) the prognostic value of SARIFA-status within these molecular subgroups, and (3) whether SARIFA-status was associated with survival benefit from adjuvant therapy. SARIFA-positive CRCs more frequently showed a BRAF mutation compared to SARIFA-negative CRCs (P<0.001). BRAF-mutant/MMR-proficient CRCs were enriched in SARIFA-positive cases. SARIFA-positivity was associated with poor CRC-specific (HRrange: 1.47 to 1.78) and overall survival (HRrange: 1.35 to 1.70) within all molecular subgroups except MMR-deficient CRCs. Patients with SARIFA-positive CRC showed a CRC-specific survival benefit from adjuvant therapy compared to surgery alone (HRCRC-specific: 0.59; 95% CI: 0.44-0.79), while no CRC-specific survival benefit was observed for patients with SARIFA-negative CRC. To conclude, our results indicate that SARIFA-positivity is more common in the aggressive subset of BRAF-mutant and BRAF-mutant/MMR-proficient CRCs. Moreover, SARIFA-positivity provides additional prognostic value within molecular subgroups based on BRAF, RAS, and MMR status, suggesting that it may enhance prognostic stratification of CRC patients.
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Affiliation(s)
- Nic G Reitsam
- Pathology, Medical Faculty, University of Augsburg
- Bavarian Cancer Research Center (BZKF), Augsburg, Germany
| | - Kelly Offermans
- Department of Epidemiology, GROW Research Institute for Oncology and Reproduction
| | - Colinda C J M Simons
- Department of Epidemiology, GROW Research Institute for Oncology and Reproduction
| | - Bianca Grosser
- Pathology, Medical Faculty, University of Augsburg
- Bavarian Cancer Research Center (BZKF), Augsburg, Germany
| | | | - Heike I Grabsch
- Department of Pathology, GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Center+, Maastricht, the Netherlands
- Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
| | - Bruno Märkl
- Pathology, Medical Faculty, University of Augsburg
- Bavarian Cancer Research Center (BZKF), Augsburg, Germany
| | - Piet A van den Brandt
- Department of Epidemiology, GROW Research Institute for Oncology and Reproduction
- Department of Epidemiology, Care and Public Health Research Institute (CAPHRI), Maastricht University, the Netherlands
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44
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Chen S, Jiang Z, Song W, Lu C, Lin Y, Xu S, Xie K, Wan L, Yuan X. Identification of the "Collagen-Macrophage" sub-category of patients with colorectal cancer as an extension of the CMS4 subtype with THBS2 as a therapeutic target. BMC Gastroenterol 2025; 25:342. [PMID: 40340827 PMCID: PMC12060322 DOI: 10.1186/s12876-025-03918-8] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Accepted: 04/21/2025] [Indexed: 05/10/2025] Open
Abstract
We identified a subset of patients with colorectal cancer (CRC) enriched with "collagen-TAMs," designated the CM class, using large integrated colon cancer transcriptome and single-cell transcriptome datasets. This classification system could be used as an extension of the traditional CMS classification system for CRC to guide more accurate classification and treatment.We also screened CAF-derived THBS2 as a potential biomarker for CM and found that it plays an important role in CRC disease models in vitro and in vivo, promoting tumor development and metastasis as well as TAM recruitment. Targeting THBS2 combined with PD-1 therapy effectively improved the therapeutic effect of immunotherapy in vivo. The CM classification provides a new perspective for CRC treatment, and THBS2, which is highly expressed in CM cases, can be used as a new potential combined target for immunotherapy.
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Affiliation(s)
- Shuwen Chen
- Department of Anatomy, Histology and Embryology, Nanjing Medical University, Nanjing, 211166, China
- Department of Clinical Medicine, First Clinical Medicine College, Nanjing Medical University, Nanjing, 211166, China
| | - Zhaoyan Jiang
- Department of Anatomy, Histology and Embryology, Nanjing Medical University, Nanjing, 211166, China
| | - Wanxuan Song
- Department of Clinical Medicine, First Clinical Medicine College, Nanjing Medical University, Nanjing, 211166, China
| | - Chuqiao Lu
- Department of Clinical Medicine, First Clinical Medicine College, Nanjing Medical University, Nanjing, 211166, China
| | - Yanbing Lin
- Research Center for Environment and Female Reproductive Health, the Eighth Affiliated Hospital, Sun Yat-Sen University, Shenzhen, 518033, China
| | - Shiyao Xu
- Department of Clinical Medicine, First Clinical Medicine College, Nanjing Medical University, Nanjing, 211166, China
| | - Kunxin Xie
- Department of Biochemistry and Molecular Biology, Key Laboratory of Human Functional Genomics of Jiangsu Province, Nanjing Medical University, Nanjing, 211166, China
| | - Li Wan
- Department of Oncology, The Affiliated Huaian No.1 People's Hospital of Nanjing Medical University, Huai'an, 223302, China.
| | - Xiaoqin Yuan
- Department of Anatomy, Histology and Embryology, Nanjing Medical University, Nanjing, 211166, China.
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45
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Jonckheere S, Taminau J, Adams J, Haerinck J, De Coninck J, Verstappe J, De Clercq K, Peeters E, Gheldof A, De Smedt E, Goossens V, Audenaert D, Candi A, Versele M, De Groote D, Verschuere H, Stemmler M, Brabletz T, Vandenabeele P, Casali A, Campbell K, Goossens S, Berx G. Development and validation of a high-throughput screening pipeline of compound libraries to target EMT. Cell Death Differ 2025:10.1038/s41418-025-01515-6. [PMID: 40341726 DOI: 10.1038/s41418-025-01515-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 03/18/2025] [Accepted: 04/08/2025] [Indexed: 05/11/2025] Open
Abstract
Epithelial to Mesenchymal transitions (EMT) drive cell plasticity and are associated with cell features such as invasiveness, migration and stemness. They are orchestrated by select families of EMT-associated transcription factors, which exhibit pleiotropic roles in the malignant progression of various cancer types, such as breast and colorectal cancer (CRC). This has spurred interest in EMT as a promising target for the development of novel therapeutic strategies. In this study, we developed a phenotypic dual EMT Sensor screening assay, amendable to efficient high-throughput identification of small molecules interfering with EMT. In a proof-of-concept screening we identified anti-EMT repurposing drugs. From these, we validated RepSox, a selective inhibitor of the TGF-β type I receptor ALK5, and demonstrated that it is potently blocking EMT in both breast and colorectal cancer cell lines in vitro. In addition, utilizing a Drosophila melanogaster metastatic CRC model we confirmed the ability of the identified anti-EMT hits to suppress metastatic behavior in vivo.
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Affiliation(s)
- Sven Jonckheere
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- Molecular and Cellular Oncology Laboratory, Ghent University, Ghent, Belgium
| | - Joachim Taminau
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- Molecular and Cellular Oncology Laboratory, Ghent University, Ghent, Belgium
| | - Jamie Adams
- Department of Biomedical Science, The University of Sheffield, Sheffield, UK
| | - Jef Haerinck
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- Molecular and Cellular Oncology Laboratory, Ghent University, Ghent, Belgium
| | - Jordy De Coninck
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- Molecular and Cellular Oncology Laboratory, Ghent University, Ghent, Belgium
| | - Jeroen Verstappe
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- Molecular and Cellular Oncology Laboratory, Ghent University, Ghent, Belgium
| | - Kato De Clercq
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- Molecular and Cellular Oncology Laboratory, Ghent University, Ghent, Belgium
| | - Evelien Peeters
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- Molecular and Cellular Oncology Laboratory, Ghent University, Ghent, Belgium
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Alexander Gheldof
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- Molecular and Cellular Oncology Laboratory, Ghent University, Ghent, Belgium
- Centre for Medical Genetics, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
| | - Eva De Smedt
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- Molecular and Cellular Oncology Laboratory, Ghent University, Ghent, Belgium
| | - Vera Goossens
- VIB Screening Core & UGent Expertise Centre for Bioassay Development and Screening (C-BIOS), Ghent University, Ghent, Belgium
| | - Dominique Audenaert
- VIB Screening Core & UGent Expertise Centre for Bioassay Development and Screening (C-BIOS), Ghent University, Ghent, Belgium
| | - Aurélie Candi
- Cistim Leuven vzw & Centre for Drug Design and Discovery (CD3), KU Leuven, Leuven, Belgium
| | - Matthias Versele
- Cistim Leuven vzw & Centre for Drug Design and Discovery (CD3), KU Leuven, Leuven, Belgium
| | - Dominic De Groote
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
| | - Hanne Verschuere
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- Molecular and Cellular Oncology Laboratory, Ghent University, Ghent, Belgium
- Cell Death and Inflammation Unit, VIB Center for Inflammation Research, Ghent, Belgium
| | - Marc Stemmler
- Department of Experimental Medicine 1, Nikolaus-Fiebiger Center for Molecular Medicine, Friedrich-Alexander University of Erlangen-Nürnberg, Erlangen, Germany
| | - Thomas Brabletz
- Department of Experimental Medicine 1, Nikolaus-Fiebiger Center for Molecular Medicine, Friedrich-Alexander University of Erlangen-Nürnberg, Erlangen, Germany
| | - Peter Vandenabeele
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- Cell Death and Inflammation Unit, VIB Center for Inflammation Research, Ghent, Belgium
| | - Andreu Casali
- Department de Ciènces Mèdiques Bàsiques, Universitat de Llieda and IRBLleida, Lleida, Spain
| | - Kyra Campbell
- Department of Biomedical Science, The University of Sheffield, Sheffield, UK
| | - Steven Goossens
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Geert Berx
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium.
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium.
- Molecular and Cellular Oncology Laboratory, Ghent University, Ghent, Belgium.
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46
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Glass SE, Bechard ME, Cao Z, Aramandla R, Zhao P, Ellis ST, Green EH, Fisher EG, Smith RT, Sievers CK, Irudayam MJ, Revetta F, Washington MK, Ayers GD, Heiser CN, Simmons AJ, Xu Y, Wang Y, Windon A, Shrubsole MJ, Markham NO, Liu Q, Lau KS, Coffey RJ. Dipeptidase-1-knockout mice develop invasive tumors with features of microsatellite-unstable colorectal cancer. JCI Insight 2025; 10:e186938. [PMID: 40178918 DOI: 10.1172/jci.insight.186938] [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: 09/11/2024] [Accepted: 03/27/2025] [Indexed: 04/05/2025] Open
Abstract
Dipeptidase-1 (DPEP1) is highly upregulated in colorectal cancer (CRC), with its enzymatic function linked to invasion and metastasis. More recently, DPEP1 was found to serve as a receptor for neutrophils when expressed by activated endothelial cells. It is unknown whether neutrophils bind to DPEP1-expressing CRC cells and whether this impacts features of CRC. Neutrophils have been shown to be tumor promoting in cancers including CRC, where they act to exclude CD8+ T cells. Herein, we show that neutrophils bind DPEP1-expressing CRC cells. In addition, DPEP1 is preferentially expressed in microsatellite-stable (MSS) CRCs, in which there are a paucity of CD8+ T cells, whereas DPEP1 is negatively correlated with microsatellite-unstable (MSI-H) CRCs, which are T cell rich and are more responsive to immunotherapy. Remarkably, carcinogen-treated Dpep1-null mice develop multiple, large, plaque-like, locally invasive adenocarcinomas and squamous cell cancers in the distal colon. These adenocarcinomas exhibit a marked reduction in neutrophils and an influx CD8+ T cells, along with reduced expression of mismatch repair proteins, consistent with features of MSI-H CRC. These results establish DPEP1's importance in maintaining MSS CRC and its ability to shape the tumor microenvironment.
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Affiliation(s)
- Sarah E Glass
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
- Department of Medicine
- Epithelial Biology Center
| | | | - Zheng Cao
- Department of Medicine
- Epithelial Biology Center
| | | | - Ping Zhao
- Department of Medicine
- Epithelial Biology Center
| | | | - Emily H Green
- Epithelial Biology Center
- Vanderbilt Institute for Infection, Microbiology, and Immunology, and
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Elizabeth G Fisher
- Epithelial Biology Center
- Cancer Biology Program, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | | | | | | | - Frank Revetta
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - M Kay Washington
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Gregory D Ayers
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Cody N Heiser
- Epithelial Biology Center
- Chemical and Physical Biology Program, Vanderbilt University, Nashville, Tennessee, USA
| | - Alan J Simmons
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
- Epithelial Biology Center
| | - Yanwen Xu
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
- Epithelial Biology Center
| | - Yu Wang
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Annika Windon
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical Center, New York, New York, USA
| | - Martha J Shrubsole
- Department of Medicine
- Division of Epidemiology, Vanderbilt Epidemiology Center, Vanderbilt Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Nicholas O Markham
- Department of Medicine
- Epithelial Biology Center
- Vanderbilt Institute for Infection, Microbiology, and Immunology, and
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Cancer Biology Program, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
- Tennessee Valley Healthcare System, Department of Veterans Affairs, Nashville, Tennessee, USA
| | - Qi Liu
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Ken S Lau
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
- Epithelial Biology Center
- Chemical and Physical Biology Program, Vanderbilt University, Nashville, Tennessee, USA
- Center for Computational Systems Biology, Vanderbilt University, Nashville, Tennessee, USA
| | - Robert J Coffey
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
- Department of Medicine
- Epithelial Biology Center
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47
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Liu C, Liu J, Shao J, Zhao X, Xie L, Shang M, Li Y, Li W. Single-cell and bulk transcriptome sequencing identifies circadian rhythm disruption and cluster-specific clinical insights in colorectal tumorigenesis. Discov Oncol 2025; 16:693. [PMID: 40338428 PMCID: PMC12062483 DOI: 10.1007/s12672-025-02521-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2024] [Accepted: 04/28/2025] [Indexed: 05/09/2025] Open
Abstract
BACKGROUND Colorectal cancer (CRC) is one of the most common malignant tumors in the digestive system worldwide, with its mortality ranking second among all cancers. Studies have indicated that disruptions in circadian rhythm (CR) are associated with the occurrence of various cancers; however, the relationship between CR and CRC requires further evidence, and research on the application of CR in CRC is still limited. METHODS In this study, we employed both bulk and single-cell RNA sequencing to explore the dysregulation of CR in patients with CRC. By constructing a CR subtype classifier, we conducted an in-depth analysis of the prognostic significance, the status of the tumor microenvironment, and response to immune checkpoint blockade (ICB) therapy between different CR clusters. Furthermore, we developed a CR scoring system (CRS) using machine learning to predict overall survival and identified several genes as potential targets affecting CRC prognosis. RESULTS Our findings revealed significant alterations in CR genes and status between CRC and normal tissues using bulk and single-cell transcriptome sequencing. Patients with CRC could be categorized into two distinct CR clusters (CR cluster 1 and 2). The prognosis of CR cluster 2, with higher epithelial-mesenchymal transition (EMT) and angiogenesis scores, was significantly worser than that of CR cluster 1. These clusters exhibited distinct levels of tumor-infiltrating lymphocytes. CR cluster 2 with a notably higher proportion of patients with microsatellite-instability-high (MSI-H), potentially benefit from ICB therapy. The proportion of patients belonging to consensus molecular subtype 4 (CMS4) in CR cluster 2 was also notably higher than in CR cluster 1. Additionally, the CRS combined with tumor stage demonstrated superior overall survival prediction efficacy compared to traditional tumor stage. We revealed a potential link between model genes (LSAMP, MS4A2, NAV3, RAB3B, SIX4) and the disruption of CR and patient prognosis. CONCLUSION This study not only provide new insights into the assessment of CR status in CRC patients but also develop a prognosis model based on CR-related genes, offering a new tool for personalized risk assessment in CRC.
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Affiliation(s)
- Chen Liu
- Department of Gastroenterology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, Heilongjiang Province, China
| | - Jingyang Liu
- Department of Gastroenterology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, Heilongjiang Province, China
| | - Jing Shao
- Department of Gastroenterology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, Heilongjiang Province, China
| | - Xiaoman Zhao
- Department of Gastroenterology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, Heilongjiang Province, China
| | - Lin Xie
- Department of Gastroenterology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, Heilongjiang Province, China
| | - Mengyao Shang
- Department of Gastroenterology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, Heilongjiang Province, China
| | - Ying Li
- Department of Gastroenterology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, Heilongjiang Province, China
| | - Weiming Li
- Department of Orthopaedics, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, Heilongjiang Province, China.
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Wang X, Hu Y. Identification and verification of a combined ferroptosis- and pyroptosis-related signature for a prognostic classifier and immunosuppressive targets in colorectal cancer. Arab J Gastroenterol 2025:S1687-1979(25)00015-2. [PMID: 40340195 DOI: 10.1016/j.ajg.2025.02.001] [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: 07/04/2024] [Revised: 01/17/2025] [Accepted: 02/07/2025] [Indexed: 05/10/2025]
Abstract
BACKGROUND AND STUDY AIMS Ferroptosis and pyroptosis, two forms of cell death, are increasingly reported for their pivotal roles in cancer biology. However, the understanding of the combined ferroptosis-pyroptosis (FPtosis)-related gene signature in colorectal cancer (CRC) remains limited. MATERIAL AND METHODS We conducted a comprehensive investigation of the FPtosis-related signature in CRC. Data integration from both the training and validation cohorts was performed. The FPtosis-related signature was established. We evaluated the prognostic significance of the signature through Kaplan-Meier analysis, as well as univariate and multivariate Cox regression models. Functional analyses were conducted to explore the underlying biological mechanisms. Additionally, we analyzed the correlations between the FPtosis-related signature, immune infiltration, and immune checkpoint blockade (ICB) immunotherapy. RESULTS The FPtosis-related signature demonstrated significant prognostic potential and can serve as an independent biomarker for predicting outcomes. The signature showed correlations with advanced tumor stage, invasion depth, lymph node metastasis, and distant metastasis. Subgroup analyses revealed the valuable predictive role of the FPtosis-related signature in predicting survival across different clinical subgroups, including age, gender, tumor stage, invasion depth, lymph node metastasis status, and distant metastasis status. Moreover, the signature exhibited positive associations with inflammation and the infiltration of diverse immune cells, such as neutrophils, M0 and M2 macrophages, and regulatory T cells (Tregs). In microsatellite instable (MSI) CRC, the expression of most ICB genes was higher in the high-FPtosis group compared to the low-FPtosis group. CONCLUSION The FPtosis signature can effectively predict the prognosis of CRC and had the potential to improve the development of innovative therapeutic strategies.
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Affiliation(s)
- Xiao Wang
- Department of Anesthesiology, Beijing Shijitan Hospital, Capital Medical University, Tieyi Road No. 10, Haidian District, Beijing 100038, China.
| | - Yanting Hu
- Department of Anesthesiology, Beijing Shijitan Hospital, Capital Medical University, Tieyi Road No. 10, Haidian District, Beijing 100038, China
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Carleton N, Rosen ABI, Das J, Lotze MT. Immuno-oncology recapitulates ontogeny: Modern cell and gene therapy for cancer. Mol Ther 2025; 33:2229-2237. [PMID: 40156188 DOI: 10.1016/j.ymthe.2025.03.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2025] [Revised: 03/21/2025] [Accepted: 03/24/2025] [Indexed: 04/01/2025] Open
Abstract
Immuno-oncology (IO) has had over a century to develop from the original seminal insights of Virchow in 1863, seeing inflammation and lymphoid infiltrates as a common anlage for many adult tumors. That IO has become a central pillar of cancer treatment has come about because of the remarkable clinical and subsequent commercial success of immune checkpoint blockade (ICB) in the last 15 years. This now includes approved cell and gene therapies for patients with cancer, including an armed adenovirus, oncolytic herpesvirus, and adoptive transfer of dendritic cells, chimeric antigen receptor T (CAR-T) cells, and tumor-infiltrating lymphocytes (TILs). The evolution of such applications has required the stepwise development of a deeper understanding of the molecular biology of cancer and the physiology of immunobiology. This also recapitulates, in a broader sense, our evolutionary trajectory with capture of "evolvability," not only across the development of species but also within individuals. This review covers how our foundational understanding of immune system learning and evolvability have facilitated better understanding of the co-evolutionary interactions between the epithelium and the immune system. We highlight examples of this in breast, colon, prostate, pancreas, and lung cancer, and provide examples of next-generation cell and gene therapies that intercept cancer development.
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Affiliation(s)
- Neil Carleton
- University of Pittsburgh Medical Center (UPMC) Hillman Cancer Center, Pittsburgh, PA, USA
| | - Aaron B I Rosen
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Jishnu Das
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Michael T Lotze
- University of Pittsburgh Medical Center (UPMC) Hillman Cancer Center, Pittsburgh, PA, USA; Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA; Departments of Surgery and Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA.
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Emami A, Mahdavi Sharif P, Rezaei N. KRAS mutations in colorectal cancer: impacts on tumor microenvironment and therapeutic implications. Expert Opin Ther Targets 2025:1-23. [PMID: 40320681 DOI: 10.1080/14728222.2025.2500426] [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: 02/03/2025] [Accepted: 04/24/2025] [Indexed: 05/08/2025]
Abstract
INTRODUCTION Despite decreasing trends in incidence, colorectal cancer (CRC) is still a major contributor to malignancy-related morbidities and mortalities. Groundbreaking advances in immunotherapies and targeted therapies benefit a subset of CRC patients, with sub-optimal outcomes. Hence, there is an unmet need to design and manufacture novel therapies, especially for advanced/metastatic disease. KRAS, the most highly mutated proto-oncogene across human malignancies, particularly in pancreatic adenocarcinoma, non-small cell lung cancer, and CRC, is an on-off switch and governs several fundamental cell signaling cascades. KRAS mutations not only propel the progression and metastasis of CRC but also critically modulate responses to targeted therapies. AREAS COVERED We discuss the impacts of KRAS mutations on the CRC's tumor microenvironment and describe novel strategies for targeting KRAS and its associated signaling cascades and mechanisms of drug resistance. EXPERT OPINION Drug development against KRAS mutations has been challenging, mainly due to structural properties (offering no appropriate binding site for small molecules), critical functions of the wild-type KRAS in non-cancerous cells, and the complex network of its downstream effector pathways (allowing malignant cells to develop resistance). Pre-clinical and early clinical data offer promises for combining KRAS inhibitors with immunotherapies and targeted therapies.
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Affiliation(s)
- Anita Emami
- Tehran University of Medical Sciences, Tehran, Iran
| | | | - Nima Rezaei
- Tehran University of Medical Sciences, Tehran, Iran
- Research Center for Immunodeficiencies, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran
- Department of Immunology, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
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