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Li H, Zeng J, You Q, Zhang M, Shi Y, Yang X, Gu W, Liu Y, Hu N, Wang Y, Chen X, Mu J. X-ray-activated nanoscintillators integrated with tumor-associated neutrophils polarization for improved radiotherapy in metastatic colorectal cancer. Biomaterials 2025; 316:123031. [PMID: 39709848 DOI: 10.1016/j.biomaterials.2024.123031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2024] [Revised: 11/26/2024] [Accepted: 12/15/2024] [Indexed: 12/24/2024]
Abstract
Radiotherapy, employing high-energy rays to precisely target and eradicate tumor cells, plays a pivotal role in the treatment of various malignancies. Despite its therapeutic potential, the effectiveness of radiotherapy is hindered by the tumor's inherent low radiosensitivity and the immunosuppressive microenvironment. Here we present an innovative approach that integrates peroxynitrite (ONOO-)-mediated radiosensitization with the tumor-associated neutrophils (TANs) polarization for the reversal of immunosuppressive tumor microenvironment (TME), greatly amplifying the potency of radiotherapy. Our design employs X-ray-activated lanthanide-doped scintillators (LNS) in tandem with photosensitive NO precursor to achieve in-situ ONOO- generation. Concurrently, the co-loaded TGF-β inhibitor SB525334, released from the LNS-RS nanoplatform in response to the overexpressed GSH in tumor site, promotes the reprogramming of TANs from N2 phenotype toward N1 phenotype, effectively transforming the tumor-promoting microenvironment into a tumor-inhibiting state. This 'one-two punch' therapy efficiently trigger a robust anti-tumor immune response and exert potent therapeutic effects in orthotopic colorectal cancer and melanoma mouse model. Meanwhile, it also significantly prevents liver metastasis and recurrence in metastatic colorectal cancer. The development of X-ray-controlled platforms capable of activating multiple therapeutic modalities may accelerate the clinical application of radiotherapy-based collaborative therapy.
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Affiliation(s)
- Hui Li
- Institute of Precision Medicine, Peking University Shenzhen Hospital, 518036, Shenzhen, 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
| | - Junyi Zeng
- Institute of Precision Medicine, Peking University Shenzhen Hospital, 518036, Shenzhen, China; Key Laboratory of Biorheological Science and Technology, Ministry of Education and Bioengineering College, Chongqing University, Chongqing, 400044, China
| | - Qing You
- 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.
| | - Miaomiao Zhang
- Department of Rheumatism and Immunology, Peking University Shenzhen Hospital, 518036, Shenzhen, China
| | - Yuanchao Shi
- Institute of Precision Medicine, Peking University Shenzhen Hospital, 518036, Shenzhen, China
| | - Xiaodong Yang
- Department of Radiation Oncology, Peking University Shenzhen Hospital, 518036, Shenzhen, China
| | - Wenxing Gu
- Institute of Precision Medicine, Peking University Shenzhen Hospital, 518036, Shenzhen, 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
| | - Yajie Liu
- Department of Radiation Oncology, Peking University Shenzhen Hospital, 518036, Shenzhen, China
| | - Ning Hu
- Key Laboratory of Biorheological Science and Technology, Ministry of Education and Bioengineering College, Chongqing University, Chongqing, 400044, China
| | - Yu Wang
- Institute of Microscale Optoelectronics, Shenzhen University, 518060, Shenzhen, China
| | - Xiaoyuan Chen
- 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.
| | - Jing Mu
- Institute of Precision Medicine, Peking University Shenzhen Hospital, 518036, Shenzhen, China.
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2
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Syphers JL, Wright JA, Liu S, Gee YS, Gao F, Mudududdla R, Che DQ, Chang A, Sloan EK, Narasimhan V, Heriot A, Ramsay RG, de Nys R, Silva TN, Vrbanac L, Sammour T, Lawrence MJ, Tin T, Maddern GJ, Fenix K, Kaur H, Barratt K, Kelter G, Maier A, Posch M, Lu H, Wang X, Zhavoronkov A, Wei H, Huang F, Worthley DL, Priebbenow DL, Mukherjee S, Woods SL, Baell JB. Discovery of WEE1 Kinase Inhibitors with Potent Activity against Patient-Derived, Metastatic Colorectal Cancer Organoids. J Med Chem 2025. [PMID: 40207690 DOI: 10.1021/acs.jmedchem.4c02541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/11/2025]
Abstract
A library of potent WEE1 kinase inhibitors was synthesized based on the discontinued frontrunner clinical candidate AZD1775 (1), many of which were more selective for WEE1 over an undesirable off-target of 1, the kinase PLK1. When tested against patient-derived organoids (PDOs) grown from TP53-mutated colorectal cancer (CRC) peritoneal metastases, 34 (IC50 value of 62 nM) exhibited stronger efficacy than 1 (IC50 value of 120 nM) and the best-in-class clinical candidate ZN-c3 (IC50 value of 127 nM). Against primary CRC PDOs with TP53-WT, 34 significantly enhanced DNA damage, replication stress and apoptosis compared to 1, as well as demonstrated high selectivity over patient-matched normal healthy colon PDOs, highlighting a potential therapeutic window for cancer treatment. Overall, this investigation provides critical insight into several potent WEE1 inhibitors that exhibited exceptional efficacy against CRC PDOs and is the first to utilize a PDO platform to assess their effect on healthy and malignant cell viability.
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Affiliation(s)
- Joel L Syphers
- Monash Institute of Pharmaceutical Sciences, Monash University, 381 Royal Parade, Parkville, Victoria 3052, Australia
| | - Josephine A Wright
- Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, South Australia 5000, Australia
| | - Shen Liu
- Hangzhou Baikai Biopharmaceutical Co., Ltd., Suite A1708-09, Building 2, No. 452, Sixth Avenue, Baiyang Street, Qiantang New Zone, Hangzhou, Zhejiang 310000, China
| | - Yi Sing Gee
- Monash Institute of Pharmaceutical Sciences, Monash University, 381 Royal Parade, Parkville, Victoria 3052, Australia
| | - Fan Gao
- Lyterian Therapeutics, South San Francisco, California 94080, United States
| | - Ramesh Mudududdla
- Monash Institute of Pharmaceutical Sciences, Monash University, 381 Royal Parade, Parkville, Victoria 3052, Australia
| | - Da Qing Che
- Zhejiang Jiuzhou Pharmaceutical Co., Ltd., 99 Waisha Road, Taizhou, Zhejiang 318002, China
| | - Aeson Chang
- Monash Institute of Pharmaceutical Sciences, Monash University, 381 Royal Parade, Parkville, Victoria 3052, Australia
| | - Erica K Sloan
- Monash Institute of Pharmaceutical Sciences, Monash University, 381 Royal Parade, Parkville, Victoria 3052, Australia
| | - Vignesh Narasimhan
- Department of Colorectal Surgery, Monash Health, Melbourne, Victoria 3800, Australia
| | - Alexander Heriot
- Peter MacCallum Cancer Centre, Melbourne, Victoria 3000, Australia
- Sir Peter MacCallumDepartment of Oncology, University of Melbourne, Melbourne, Victoria 3052, Australia
| | - Robert G Ramsay
- Peter MacCallum Cancer Centre, Melbourne, Victoria 3000, Australia
- Sir Peter MacCallumDepartment of Oncology, University of Melbourne, Melbourne, Victoria 3052, Australia
| | - Rebekah de Nys
- Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, South Australia 5000, Australia
| | - Tharindie N Silva
- Adelaide Medical School, The University of Adelaide, Adelaide, South Australia 5000, Australia
| | - Laura Vrbanac
- Adelaide Medical School, The University of Adelaide, Adelaide, South Australia 5000, Australia
| | - Tarik Sammour
- Adelaide Medical School, The University of Adelaide, Adelaide, South Australia 5000, Australia
- Colorectal Unit, Department of Surgery, Royal Adelaide Hospital, Adelaide, South Australia 5000, Australia
| | - Matthew J Lawrence
- Colorectal Unit, Department of Surgery, Royal Adelaide Hospital, Adelaide, South Australia 5000, Australia
| | - Teresa Tin
- Adelaide Medical School, The University of Adelaide, Adelaide, South Australia 5000, Australia
- The Basil Hetzel Institute for Translational Health Research, The Queen Elizabeth Hospital, Adelaide, South Australia 5011, Australia
| | - Guy J Maddern
- Adelaide Medical School, The University of Adelaide, Adelaide, South Australia 5000, Australia
- The Basil Hetzel Institute for Translational Health Research, The Queen Elizabeth Hospital, Adelaide, South Australia 5011, Australia
| | - Kevin Fenix
- Adelaide Medical School, The University of Adelaide, Adelaide, South Australia 5000, Australia
- The Basil Hetzel Institute for Translational Health Research, The Queen Elizabeth Hospital, Adelaide, South Australia 5011, Australia
| | - Harleen Kaur
- Adelaide Medical School, The University of Adelaide, Adelaide, South Australia 5000, Australia
| | - Kate Barratt
- Adelaide Medical School, The University of Adelaide, Adelaide, South Australia 5000, Australia
| | - Gerhard Kelter
- Charles River Laboratories Germany GmbH, Am Flughafen 12-14, 79108 Freiburg, Germany
| | - Armin Maier
- Charles River Laboratories Germany GmbH, Am Flughafen 12-14, 79108 Freiburg, Germany
| | - Markus Posch
- Charles River Laboratories Germany GmbH, Am Flughafen 12-14, 79108 Freiburg, Germany
| | - Hongfu Lu
- Insilico Medicine Shanghai Ltd, Suite 901, Tower C, Changtai Plaza, 2889 Jinke Road, Pudong New District, Shanghai 201203, China
| | - Xiaomin Wang
- Insilico Medicine Shanghai Ltd, Suite 901, Tower C, Changtai Plaza, 2889 Jinke Road, Pudong New District, Shanghai 201203, China
| | - Alex Zhavoronkov
- Insilico Medicine Shanghai Ltd, Suite 901, Tower C, Changtai Plaza, 2889 Jinke Road, Pudong New District, Shanghai 201203, China
- Insilico Medicine AI Ltd, Masdar City, Abu Dhabi 145748, United Arab Emirates
| | - Heping Wei
- School of Pharmaceutical Sciences, Nanjing Tech University, Nanjing 211816, China
| | - Fei Huang
- School of Pharmaceutical Sciences, Nanjing Tech University, Nanjing 211816, China
| | - Daniel L Worthley
- Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, South Australia 5000, Australia
- Colonoscopy Clinic, Spring Hill, Queensland 4000, Australia
| | - Daniel L Priebbenow
- Monash Institute of Pharmaceutical Sciences, Monash University, 381 Royal Parade, Parkville, Victoria 3052, Australia
| | - Siddhartha Mukherjee
- Department of Medicine, Columbia University Medical Center, New York, New York 10032, United States
| | - Susan L Woods
- Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, South Australia 5000, Australia
- Adelaide Medical School, The University of Adelaide, Adelaide, South Australia 5000, Australia
| | - Jonathan B Baell
- Monash Institute of Pharmaceutical Sciences, Monash University, 381 Royal Parade, Parkville, Victoria 3052, Australia
- School of Pharmaceutical Sciences, Nanjing Tech University, Nanjing 211816, China
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Meyer CE, Vukelic N, Mariadason JM, Kipp AP. Connecting concentrations of copper, selenium, and zinc with transcriptomic and proteomic data of well-characterized human colorectal cancer cell lines. J Trace Elem Med Biol 2025; 89:127638. [PMID: 40179449 DOI: 10.1016/j.jtemb.2025.127638] [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: 09/12/2024] [Revised: 02/18/2025] [Accepted: 03/26/2025] [Indexed: 04/05/2025]
Abstract
BACKGROUND Colorectal cancer (CRC) incidence is associated with lower circulating selenium and zinc and elevated copper concentrations. Moreover, copper and selenium accumulate within tumor tissue, indicating a disturbed homeostasis of these essential trace elements in CRC. OBJECTIVE This study aimed to identify associations between CRC characteristics (based on genomic, transcriptomic and proteomic data) and trace element concentrations. METHODS The concentrations of copper, selenium, and zinc were measured in 83 human CRC cell lines and correlated with transcript and protein expression levels to identify trace element-related gene signatures. By using publicly available gene expression data from The Cancer Genome Atlas we investigated the association between those signatures with the survival probability of CRC patients. RESULTS The CRC cell lines differed in their copper (fold change 7.3), selenium (fold change 6), and zinc (fold change 2.6) concentrations. The concentrations were not associated with genetic or cellular characteristics, except for lower copper concentrations in KRAS mutant cells. Expression levels of known copper- and zinc-related proteins correlated significantly with the respective trace element concentrations, serving as a proxy for trace element concentrations in tumors, and with patient survival. This was not the case for selenium and selenoproteins. In addition, an unbiased approach identified novel high and low copper- and zinc-related gene expression signatures significantly associated with patient's outcome. CONCLUSION Herein we identify gene signatures associated with intracellular copper and zinc concentrations in CRC cell lines. Extrapolating these signatures to primary colorectal tumors revealed that they can inform outcome of CRC patients.
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Affiliation(s)
- Caroline E Meyer
- Department of Nutritional Physiology, Friedrich Schiller University Jena, Jena, Germany
| | - Natalia Vukelic
- Olivia Newton-John Cancer Research Institute, Melbourne, Australia
| | | | - Anna P Kipp
- Department of Nutritional Physiology, Friedrich Schiller University Jena, Jena, Germany.
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4
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Li T, Li T, Liang Y, Yuan Y, Liu Y, Yao Y, Lei X. Colorectal cancer cells-derived exosomal miR-188-3p promotes liver metastasis by creating a pre-metastatic niche via activation of hepatic stellate cells. J Transl Med 2025; 23:369. [PMID: 40134019 PMCID: PMC11938777 DOI: 10.1186/s12967-025-06334-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Accepted: 03/01/2025] [Indexed: 03/27/2025] Open
Abstract
BACKGROUND/AIM Metastasis is the leading cause of mortality for colorectal cancer (CRC). Cancer-derived exosomes are widely recognized as the primary catalysts behind the development of pre-metastasis niche (PMN) in distal sites. However, the exact mechanism behind this process in CRC remains elusive. This study aimed to investigate the function and mechanisms underlying the role of exosomal miR-188-3p in activating hepatic stellate cells (HSCs) to develop the PMN and promote liver metastasis. METHODS We extracted exosomes from CRC cells using ultracentrifugation. Exosomes were identified using transmission electron microscopy, nanoparticle tracking analysis, and Western blot. Exosome uptake was assessed using fluorescence tracing, exosome PKH67 staining, and real-time quantitative PCR. The effects of CRC cell-derived exosomes on HSCs migration were evaluated using Transwell migration and wound healing assays. Key differentially expressed miRNAs were screened from the GEO database, and bioinformatics prediction along with dual-luciferase reporter assays were used to identify downstream target genes of miR-188-3p. Downstream related proteins of the target genes were detected by Western blot. In vivo, the distribution of exosomes and activation of HSCs in the liver were explored by tail vein injection of exosomes into nude mice. Further, the impact of exosomal miR-188-3p on liver metastasis was investigated using a spleen injection liver metastasis model. Finally, the expression levels of miR-188-3p in exosomes from CRC patient plasma were determined by real-time quantitative PCR, and the relationship between the expression of miR-188-3p in plasma exosomes and CRC prognosis was analyzed. RESULTS The expression level of miR-188-3p within plasma exosomes demonstrated a statistically significant increase in CRC with liver metastasis compared to those without liver metastases. We also demonstrated the transferability of miR-188-3p from CRC cells to HSCs cells via the exosomes. Exosomal miR-188-3p plays a pivotal role in orchestrating the establishment of PMN through targeting PHLPP2 to activate HSCs before tumor metastasis. Exosomal miR-188-3p was found to actively foster in vivo metastasis of CRC. Additionally, plasma exosomal miR-188-3p potentially serves as a viable blood-based biomarker for CRLM. CONCLUSION Exosomal miR-188-3p derived from CRC cells can promote liver metastasis by activating HSCs to form a PMN through targeting PHLPP2 to activate the AKT/mTOR pathway. These results offer a new perspective on the mechanisms driving CRLM.
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Affiliation(s)
- Tao Li
- Department of General surgery, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, China
- Gastrointestinal Surgical Institute, Nanchang University, Nanchang, 330006, Jiangxi, China
| | - Taiyuan Li
- Department of General surgery, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, China
- Gastrointestinal Surgical Institute, Nanchang University, Nanchang, 330006, Jiangxi, China
| | - Yahang Liang
- Department of General surgery, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, China
- Gastrointestinal Surgical Institute, Nanchang University, Nanchang, 330006, Jiangxi, China
| | - Yuli Yuan
- Department of General surgery, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, China
- Gastrointestinal Surgical Institute, Nanchang University, Nanchang, 330006, Jiangxi, China
| | - Yang Liu
- Department of General surgery, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, China
- Gastrointestinal Surgical Institute, Nanchang University, Nanchang, 330006, Jiangxi, China
| | - Yao Yao
- Department of General surgery, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, China
- Gastrointestinal Surgical Institute, Nanchang University, Nanchang, 330006, Jiangxi, China
| | - Xiong Lei
- Department of General surgery, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, China.
- Gastrointestinal Surgical Institute, Nanchang University, Nanchang, 330006, Jiangxi, China.
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5
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Li Y, Wang H, Mao D, Che X, Chen Y, Liu Y. Understanding pre-metastatic niche formation: implications for colorectal cancer liver metastasis. J Transl Med 2025; 23:340. [PMID: 40098140 PMCID: PMC11912654 DOI: 10.1186/s12967-025-06328-2] [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: 09/09/2024] [Accepted: 03/01/2025] [Indexed: 03/19/2025] Open
Abstract
The liver is the most commonly metastasized organ in colorectal cancer (CRC), and distant metastasis is the primary cause of mortality from CRC. In recent years, researchers have discovered that tumor cells create a "pre-metastatic niche (PMN)" favorable to metastasis before reaching the metastatic location. This review discusses the many processes and mechanisms that lead to PMN formation in CRC, including gut microbiota, stem cell stimulation, immunocyte interactions, and the induction of extracellular vesicles that carry important information. It examines research methods and diagnostic and therapeutic approaches for treating metastatic CRC with PMN. The crucial significance of PMN formation in metastatic CRC is also highlighted.
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Affiliation(s)
- Yaqin Li
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, China
- Multi-Component of Traditional Chinese Medicine and MicroecologyResearch Center, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, China
| | - Hong Wang
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, China
- Multi-Component of Traditional Chinese Medicine and MicroecologyResearch Center, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, China
| | - Dengxuan Mao
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, China
- Multi-Component of Traditional Chinese Medicine and MicroecologyResearch Center, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, China
| | - Xiaoyu Che
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, China
- Multi-Component of Traditional Chinese Medicine and MicroecologyResearch Center, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, China
| | - Yan Chen
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, China.
- Multi-Component of Traditional Chinese Medicine and MicroecologyResearch Center, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, China.
- Jiangsu Clinical Innovation Center of Digestive Cancer of Traditional Chinese Medicine, Administration of Traditional Chinese Medicine of Jiangsu Province, Nanjing, China.
| | - Yuping Liu
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, China.
- Multi-Component of Traditional Chinese Medicine and MicroecologyResearch Center, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, China.
- Jiangsu Clinical Innovation Center of Digestive Cancer of Traditional Chinese Medicine, Administration of Traditional Chinese Medicine of Jiangsu Province, Nanjing, China.
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Morabito M, Thibodot P, Gigandet A, Compagnon P, Toso C, Berishvili E, Lacotte S, Peloso A. Liver Extracellular Matrix in Colorectal Liver Metastasis. Cancers (Basel) 2025; 17:953. [PMID: 40149289 PMCID: PMC11939972 DOI: 10.3390/cancers17060953] [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: 01/30/2025] [Revised: 03/06/2025] [Accepted: 03/08/2025] [Indexed: 03/29/2025] Open
Abstract
The liver is the most common site of metastasis of colorectal cancer (CRC), and colorectal liver metastasis is one of the major causes of CRC-related deaths worldwide. The tumor microenvironment, particularly the extracellular matrix (ECM), plays a critical role in CRC metastasis and chemoresistance. Based on findings from clinical and basic research, this review attempts to offer a complete understanding of the role of the ECM in colorectal liver metastasis and to suggest potential ways for therapeutic intervention. First, the ECMs' role in regulating cancer cell fate is explored. We then discuss the hepatic ECM fingerprint and its influence on the metastatic behavior of CRC cells, highlighting key molecular interactions that promote metastasis. In addition, we examine how changes in the ECM within the metastatic niche contribute to chemoresistance, focusing on ECM remodeling by ECM stiffening and the activation of specific signaling pathways. Understanding these mechanisms is crucial for the development of novel strategies to overcome metastasis and improve outcomes for CRC patients.
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Affiliation(s)
- Marika Morabito
- General, Emergency and Transplant Surgery Department, ASST Settelaghi, University Hospital and Faculty of Medicine of Insubria, 21100 Varese, Italy
| | - Pauline Thibodot
- Hepato-Biliary Center, Paul-Brousse Hospital, Assistance Publique-Hôpitaux de Paris, 94800 Villejuif, France
| | - Anthony Gigandet
- School of Medecine, Faculty of Medecine, University of Geneva, 1211 Geneva, Switzerland
| | - Philippe Compagnon
- Division of Transplantation, Department of Surgery, Geneva University Hospitals and Faculty of Medicine, 1205 Geneva, Switzerland;
| | - Christian Toso
- Division of Abdominal Surgery and Transplantation, Department of Surgery, Geneva University Hospitals and Faculty of Medicine, 1205 Geneva, Switzerland
| | - Ekaterine Berishvili
- Cell Isolation and Transplantation Center, Department of Surgery, Geneva University Hospitals and University of Geneva, 1211 Geneva, Switzerland;
| | - Stéphanie Lacotte
- Hepatology and Transplantation Laboratory, Department of Surgery, Faculty of Medicine, University of Geneva, 1206 Geneva, Switzerland;
| | - Andrea Peloso
- Hepato-Biliary Center, Paul-Brousse Hospital, Assistance Publique-Hôpitaux de Paris, 94800 Villejuif, France
- Division of Transplantation, Department of Surgery, Geneva University Hospitals and Faculty of Medicine, 1205 Geneva, Switzerland;
- Division of Abdominal Surgery and Transplantation, Department of Surgery, Geneva University Hospitals and Faculty of Medicine, 1205 Geneva, Switzerland
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7
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Jin Z, Li Y, Yi H, Wang M, Wang C, Du S, Zeng W, Zong Z. Pathogenetic development, diagnosis and clinical therapeutic approaches for liver metastasis from colorectal cancer (Review). Int J Oncol 2025; 66:22. [PMID: 39950314 PMCID: PMC11844340 DOI: 10.3892/ijo.2025.5728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Accepted: 01/10/2025] [Indexed: 02/23/2025] Open
Abstract
Colorectal cancer (CRC) is a prevalent malignancy and a significant proportion of patients with CRC develop liver metastasis (CRLM), which is a major contributor to CRC‑related mortality. The present review aimed to comprehensively examine the pathogenetic development and diagnosis of CRLM and the clinical therapeutic approaches for treatment of this disease. The molecular mechanisms underlying CRLM were discussed, including the role of the tumour microenvironment and epithelial‑mesenchymal transition. The present review also highlighted the importance of early detection and the current challenges in predicting the development of CRLM. Various treatment strategies were reviewed, including surgical resection, chemotherapy and immunotherapy, and the potential of novel therapies, such as selective internal radiation therapy and Traditional Chinese Medicine. Despite recent advancements in treatment options, the treatment of CRLM remains a therapeutic challenge due to the complexity of the liver microenvironment and the heterogeneity of CRC. The present review emphasized the need for a multidisciplinary approach and the integration of emerging therapies to improve patient outcomes.
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Affiliation(s)
- Zhenhua Jin
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi 330006, P.R. China
- The Second Clinical Medical College of Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| | - Yin Li
- Huan Kui Academy, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| | - Hao Yi
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi 330006, P.R. China
- The Second Clinical Medical College of Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| | - Menghui Wang
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi 330006, P.R. China
- Huan Kui Academy, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| | - Chaofeng Wang
- Queen Mary School, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| | - Shaokun Du
- The Second Clinical Medical College of Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| | - Wenjuan Zeng
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi 330006, P.R. China
- Huan Kui Academy, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| | - Zhen Zong
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi 330006, P.R. China
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8
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Mori S, Fujiwara-Tani R, Ogata R, Ohmori H, Fujii K, Luo Y, Sasaki T, Nishiguchi Y, Bhawal UK, Kishi S, Kuniyasu H. Anti-Cancer and Pro-Immune Effects of Lauric Acid on Colorectal Cancer Cells. Int J Mol Sci 2025; 26:1953. [PMID: 40076581 PMCID: PMC11901037 DOI: 10.3390/ijms26051953] [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: 01/12/2025] [Revised: 02/19/2025] [Accepted: 02/22/2025] [Indexed: 03/14/2025] Open
Abstract
Lauric acid (LAA) is a 12-carbon medium-chain fatty acid that reportedly has antitumor and muscle-protecting effects. However, the details of these antitumor effects remain unclear. Therefore, in this study, we investigated the mechanism underlying the antitumor effects of LAA in CT26 and HT29 colorectal cancer (CRC) cell lines. Our in vitro findings demonstrated that LAA suppressed CRC cell proliferation, induced mitochondrial oxidative stress (reactive oxygen species (ROS)), inhibited oxidative phosphorylation (OXPHOS), and induced apoptosis. Moreover, in vivo analysis of LAA showed a more pronounced antitumor effect in CT26 cells in a syngeneic mouse tumor model than in vitro; therefore, we further investigated its impact on host antitumor immunity. We observed that LAA increased the number of effector T cells in mouse tumors, while in vitro LAA activated mouse splenocytes (SplC) and promoted OXPHOS. In two-dimensional co-culture of SplC and CT26 cells, LAA induced cell death in cancer cells. In three-dimensional co-culture, LAA promoted SplC infiltration and suppressed the formation of tumor spheres. Thus, LAA may exert antitumor effects through increased ROS production in cancer cells and effector T cell activation via increased energy metabolism. These results suggest that LAA, when used in combination with existing anti-cancer drugs, is likely to exhibit sensitizing effects in terms of both antitumor and antitumor immune effects, and future clinical studies are anticipated.
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Grants
- 23K16621 Ministry of Education, Culture, Sports, Science and Technology
- 19K16564 Ministry of Education, Culture, Sports, Science and Technology
- 23K10481 Ministry of Education, Culture, Sports, Science and Technology
- 21K11223 Ministry of Education, Culture, Sports, Science and Technology
- 22K16497 Ministry of Education, Culture, Sports, Science and Technology
- 21K06926 Ministry of Education, Culture, Sports, Science and Technology
- 20K21659 Ministry of Education, Culture, Sports, Science and Technology
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Affiliation(s)
- Shiori Mori
- Department of Molecular Pathology, School of Medicine, Nara Medical University, Kashihara 634-8521, Japan; (S.M.); (R.F.-T.); (R.O.); (H.O.); (K.F.); (Y.L.); (T.S.); (Y.N.); (S.K.)
- Department of Cancer Biology, Institute of Biomedical Science, Kansai Medical University, Osaka 573-1010, Japan
| | - Rina Fujiwara-Tani
- Department of Molecular Pathology, School of Medicine, Nara Medical University, Kashihara 634-8521, Japan; (S.M.); (R.F.-T.); (R.O.); (H.O.); (K.F.); (Y.L.); (T.S.); (Y.N.); (S.K.)
| | - Ruiko Ogata
- Department of Molecular Pathology, School of Medicine, Nara Medical University, Kashihara 634-8521, Japan; (S.M.); (R.F.-T.); (R.O.); (H.O.); (K.F.); (Y.L.); (T.S.); (Y.N.); (S.K.)
| | - Hitoshi Ohmori
- Department of Molecular Pathology, School of Medicine, Nara Medical University, Kashihara 634-8521, Japan; (S.M.); (R.F.-T.); (R.O.); (H.O.); (K.F.); (Y.L.); (T.S.); (Y.N.); (S.K.)
| | - Kiyomu Fujii
- Department of Molecular Pathology, School of Medicine, Nara Medical University, Kashihara 634-8521, Japan; (S.M.); (R.F.-T.); (R.O.); (H.O.); (K.F.); (Y.L.); (T.S.); (Y.N.); (S.K.)
| | - Yi Luo
- Department of Molecular Pathology, School of Medicine, Nara Medical University, Kashihara 634-8521, Japan; (S.M.); (R.F.-T.); (R.O.); (H.O.); (K.F.); (Y.L.); (T.S.); (Y.N.); (S.K.)
| | - Takamitsu Sasaki
- Department of Molecular Pathology, School of Medicine, Nara Medical University, Kashihara 634-8521, Japan; (S.M.); (R.F.-T.); (R.O.); (H.O.); (K.F.); (Y.L.); (T.S.); (Y.N.); (S.K.)
| | - Yukiko Nishiguchi
- Department of Molecular Pathology, School of Medicine, Nara Medical University, Kashihara 634-8521, Japan; (S.M.); (R.F.-T.); (R.O.); (H.O.); (K.F.); (Y.L.); (T.S.); (Y.N.); (S.K.)
| | - Ujjal Kumar Bhawal
- Research Institute of Oral Science, School of Dentistry at Matsudo, Nihon University, Matsudo 271-8587, Japan;
| | - Shingo Kishi
- Department of Molecular Pathology, School of Medicine, Nara Medical University, Kashihara 634-8521, Japan; (S.M.); (R.F.-T.); (R.O.); (H.O.); (K.F.); (Y.L.); (T.S.); (Y.N.); (S.K.)
- Department of Pathological Diagnosis, Nozaki Tokushukai Hospital, Daito 574-0074, Japan
| | - Hiroki Kuniyasu
- Department of Molecular Pathology, School of Medicine, Nara Medical University, Kashihara 634-8521, Japan; (S.M.); (R.F.-T.); (R.O.); (H.O.); (K.F.); (Y.L.); (T.S.); (Y.N.); (S.K.)
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9
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Koch PF, Ludwig K, Hillebrandt KH, Freitag H, Blank M, Knitter S, Modest DP, Krenzien F, Lurje G, Schöning W, Pratschke J, Sauer IM, Moosburner S, Raschzok N. Gender-based variations in surgical management of colorectal liver metastases: comprehensive analysis. BMC Cancer 2025; 25:315. [PMID: 39984882 PMCID: PMC11843752 DOI: 10.1186/s12885-025-13612-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 01/29/2025] [Indexed: 02/23/2025] Open
Abstract
BACKGROUND Colorectal cancer with liver metastasis affects both men and women. However, therapeutic strategies and long-term outcomes could be influenced by patients' sex, due to variations in tumour biology, lifestyle, and dietary habits. By conducting a comprehensive comparative analysis, this study aims to detail differences in tumour characteristics, postoperative complications, recurrence rates, and survival outcomes between sexes. METHODS Single-centre retrospective analysis between 2010 and 2022 of all patients undergoing liver surgery for colorectal liver metastases (CRLM) at the Department of Surgery, Charité- Universitätsmedizin Berlin. Patients were stratified by sex. Statistical analysis was performed using RV4.2. RESULTS We analysed 642 patients who underwent hepatic resections for CRLM. Baseline patient characteristics were comparable between sexes: However, significant differences (p < 0.001) were noted in body mass index (BMI), with females exhibiting lower BMIs (median BMI in females: 23.7 kg/m² vs. males: 26.5 kg/m²). Primary tumour locations varied significantly (p = 0.008), with females presenting more sigmoid colon tumours (37%), while males predominantly had rectal tumours (35%). RAS mutation rates were higher in females (54%) than males (34%, p = 0.005). A higher prevalence of bilobar metastases were evident in men (62%, p = 0.011), yet surgical techniques and complications showed comparable distributions. The time for resection was longer in males (median 304 min vs. 290 min in females); however, conversion to open surgery took place more often in females (5.2% vs. 2.3% in males). Postoperative complications and survival rates showed no significant differences by patients' sex. CONCLUSION Distinct sex-related patterns in tumour characteristics and postoperative outcomes in patients with CRLM were observed, emphasizing the need for further investigations to understand and address gender-based disparities for more personalized clinical management in the future. TRIAL REGISTRATION This research was conducted with ethical approval from the relevant institutional review board Ethikkommission der Charité- Universitätsmedizin Berlin' (reference numbers EA2/006/16 and EA4/084/17). No other registration applied.
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Affiliation(s)
- Pia F Koch
- Corporate Member of Freie Universität Berlin and Humboldt, Department of Surgery, Experimental Surgery, Charité- Universitätsmedizin Berlin, Universität zu Berlin, Campus Charité Mitte| Campus Virchow-Klinikum, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Kristina Ludwig
- Corporate Member of Freie Universität Berlin and Humboldt, Department of Surgery, Experimental Surgery, Charité- Universitätsmedizin Berlin, Universität zu Berlin, Campus Charité Mitte| Campus Virchow-Klinikum, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Karl H Hillebrandt
- Corporate Member of Freie Universität Berlin and Humboldt, Department of Surgery, Experimental Surgery, Charité- Universitätsmedizin Berlin, Universität zu Berlin, Campus Charité Mitte| Campus Virchow-Klinikum, Augustenburger Platz 1, 13353, Berlin, Germany
- Berlin Institute of Health at Charité- Universitätsmedizin Berlin, BIH Biomedical Innovation Academy, BIH Charité Clinician Scientist Program, Charitéplatz 1, 10117, Berlin, Germany
| | - Hannes Freitag
- Corporate Member of Freie Universität Berlin and Humboldt, Department of Surgery, Experimental Surgery, Charité- Universitätsmedizin Berlin, Universität zu Berlin, Campus Charité Mitte| Campus Virchow-Klinikum, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Moritz Blank
- Corporate Member of Freie Universität Berlin and Humboldt, Department of Surgery, Experimental Surgery, Charité- Universitätsmedizin Berlin, Universität zu Berlin, Campus Charité Mitte| Campus Virchow-Klinikum, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Sebastian Knitter
- Corporate Member of Freie Universität Berlin and Humboldt, Department of Surgery, Experimental Surgery, Charité- Universitätsmedizin Berlin, Universität zu Berlin, Campus Charité Mitte| Campus Virchow-Klinikum, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Dominik Paul Modest
- Corporate Member of Freie Universität Berlin and Humboldt, Department of Surgery, Experimental Surgery, Charité- Universitätsmedizin Berlin, Universität zu Berlin, Campus Charité Mitte| Campus Virchow-Klinikum, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Felix Krenzien
- Corporate Member of Freie Universität Berlin and Humboldt, Department of Surgery, Experimental Surgery, Charité- Universitätsmedizin Berlin, Universität zu Berlin, Campus Charité Mitte| Campus Virchow-Klinikum, Augustenburger Platz 1, 13353, Berlin, Germany
- Berlin Institute of Health at Charité- Universitätsmedizin Berlin, BIH Biomedical Innovation Academy, BIH Charité Clinician Scientist Program, Charitéplatz 1, 10117, Berlin, Germany
| | - Georg Lurje
- Corporate Member of Freie Universität Berlin and Humboldt, Department of Surgery, Experimental Surgery, Charité- Universitätsmedizin Berlin, Universität zu Berlin, Campus Charité Mitte| Campus Virchow-Klinikum, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Wenzel Schöning
- Corporate Member of Freie Universität Berlin and Humboldt, Department of Surgery, Experimental Surgery, Charité- Universitätsmedizin Berlin, Universität zu Berlin, Campus Charité Mitte| Campus Virchow-Klinikum, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Johann Pratschke
- Corporate Member of Freie Universität Berlin and Humboldt, Department of Surgery, Experimental Surgery, Charité- Universitätsmedizin Berlin, Universität zu Berlin, Campus Charité Mitte| Campus Virchow-Klinikum, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Igor M Sauer
- Corporate Member of Freie Universität Berlin and Humboldt, Department of Surgery, Experimental Surgery, Charité- Universitätsmedizin Berlin, Universität zu Berlin, Campus Charité Mitte| Campus Virchow-Klinikum, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Simon Moosburner
- Corporate Member of Freie Universität Berlin and Humboldt, Department of Surgery, Experimental Surgery, Charité- Universitätsmedizin Berlin, Universität zu Berlin, Campus Charité Mitte| Campus Virchow-Klinikum, Augustenburger Platz 1, 13353, Berlin, Germany
- Berlin Institute of Health at Charité- Universitätsmedizin Berlin, BIH Biomedical Innovation Academy, BIH Charité Clinician Scientist Program, Charitéplatz 1, 10117, Berlin, Germany
| | - Nathanael Raschzok
- Corporate Member of Freie Universität Berlin and Humboldt, Department of Surgery, Experimental Surgery, Charité- Universitätsmedizin Berlin, Universität zu Berlin, Campus Charité Mitte| Campus Virchow-Klinikum, Augustenburger Platz 1, 13353, Berlin, Germany.
- Berlin Institute of Health at Charité- Universitätsmedizin Berlin, BIH Biomedical Innovation Academy, BIH Charité Clinician Scientist Program, Charitéplatz 1, 10117, Berlin, Germany.
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10
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Yang YM, Kim J, Wang Z, Kim J, Kim SY, Cho GJ, Lee JH, Kim SM, Tsuchiya T, Matsuda M, Pandyarajan V, Pandol SJ, Lewis MS, Gangi A, Noble PW, Jiang D, Merchant A, Posadas EM, Bhowmick NA, Lu SC, You S, Xu AM, Seki E. Metastatic tumor growth in steatotic liver is promoted by HAS2-mediated fibrotic tumor microenvironment. J Clin Invest 2025; 135:e180802. [PMID: 39946200 PMCID: PMC11957696 DOI: 10.1172/jci180802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 02/07/2025] [Indexed: 02/20/2025] Open
Abstract
Steatotic liver enhances liver metastasis of colorectal cancer (CRC), but this process is not fully understood. Steatotic liver induced by a high-fat diet increases cancer-associated fibroblast (CAF) infiltration and collagen and hyaluronic acid (HA) production. We investigated the role of HA synthase 2 (HAS2) in the fibrotic tumor microenvironment in steatotic liver using Has2ΔHSC mice, in which Has2 is deleted from hepatic stellate cells. Has2ΔHSC mice had reduced steatotic liver-associated metastatic tumor growth of MC38 CRC cells, collagen and HA deposition, and CAF and M2 macrophage infiltration. We found that low-molecular weight HA activates Yes-associated protein (YAP) in cancer cells, which then releases connective tissue growth factor to further activate CAFs for HAS2 expression. Single-cell analyses revealed a link between CAF-derived HAS2 and M2 macrophages and CRC cells through CD44; these cells were associated with exhausted CD8+ T cells via programmed death-ligand 1 and programmed cell death protein 1 (PD-1). HA synthesis inhibitors reduced steatotic liver-associated metastasis of CRC, YAP expression, and CAF and M2 macrophage infiltration, and improved response to anti-PD-1 antibody. In conclusion, steatotic liver modulates a fibrotic tumor microenvironment to enhance metastatic cancer activity through a bidirectional regulation between CAFs and metastatic tumors, enhancing the metastatic potential of CRC in the liver.
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Affiliation(s)
- Yoon Mee Yang
- Karsh Division of Gastroenterology and Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Department of Pharmacy
- Multidimensional Genomics Research Center, and
- Innovative Drug Development Research Team for Intractable Diseases (BK21 plus), Kangwon National University, Chuncheon, South Korea
| | - Jieun Kim
- Karsh Division of Gastroenterology and Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Zhijun Wang
- Karsh Division of Gastroenterology and Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Division of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jina Kim
- Samuel Oschin Comprehensive Cancer Institute
- Department of Urology
- Department of Computational Biomedicine, and
| | - So Yeon Kim
- Karsh Division of Gastroenterology and Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Gyu Jeong Cho
- Department of Pharmacy
- Innovative Drug Development Research Team for Intractable Diseases (BK21 plus), Kangwon National University, Chuncheon, South Korea
| | | | - Sun Myoung Kim
- Department of Pharmacy
- Innovative Drug Development Research Team for Intractable Diseases (BK21 plus), Kangwon National University, Chuncheon, South Korea
| | - Takashi Tsuchiya
- Karsh Division of Gastroenterology and Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Michitaka Matsuda
- Karsh Division of Gastroenterology and Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Vijay Pandyarajan
- Karsh Division of Gastroenterology and Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Stephen J. Pandol
- Karsh Division of Gastroenterology and Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Michael S. Lewis
- Department of Pathology, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Department of Pathology, Veterans Affairs Greater Los Angeles Health Care System, Los Angeles, California, USA
| | | | - Paul W. Noble
- Department of Medicine and Women’s Guild Lung Institute
| | - Dianhua Jiang
- Department of Medicine and Women’s Guild Lung Institute
| | - Akil Merchant
- Samuel Oschin Comprehensive Cancer Institute
- Division of Hematology and Cellular Therapy, Department of Medicine
| | - Edwin M. Posadas
- Samuel Oschin Comprehensive Cancer Institute
- Division of Medical Oncology, Department of Medicine, and
| | - Neil A. Bhowmick
- Samuel Oschin Comprehensive Cancer Institute
- Division of Medical Oncology, Department of Medicine, and
| | - Shelly C. Lu
- Karsh Division of Gastroenterology and Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Sungyong You
- Samuel Oschin Comprehensive Cancer Institute
- Department of Urology
- Department of Computational Biomedicine, and
| | - Alexander M. Xu
- Samuel Oschin Comprehensive Cancer Institute
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Fischell Department of Bioengineering, A. James Clark School of Engineering, University of Maryland, College Park, Maryland, USA
| | - Ekihiro Seki
- Karsh Division of Gastroenterology and Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Samuel Oschin Comprehensive Cancer Institute
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
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11
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He X, Xie T, Shi L, Kuang X, Li L, Shang X, Fu B. Research hotspots and frontiers in the tumor microenvironment of colorectal cancer: a bibliometric study from 2014 to 2024. Front Oncol 2025; 15:1525280. [PMID: 39975599 PMCID: PMC11835677 DOI: 10.3389/fonc.2025.1525280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2024] [Accepted: 01/20/2025] [Indexed: 02/21/2025] Open
Abstract
Background Colorectal cancer (CRC) is the second leading cause of cancer deaths globally, which poses a heavy burden on our healthcare and economy. In recent years, increasing researches suggest that the tumor microenvironment (TME) influences cancer onset, progression, metastasis, and treatment. This has become a popular direction for researching and attacking cancer. However, to date, there is no bibliometric analysis of colorectal cancer and tumor microenvironment from 2014 to 2024. This study aims to provide a comprehensive picture of the current research status, hotspots, and future trends in this field from a bibliometric perspective. Methods In this study, the publications about colorectal cancer and tumor microenvironment from 2014 to 2024 were searched based on the Web of Science Core Collection database. Then we analyzed and visualized the data using CiteSpace, VOSviewer, bibliometrix package, and Microsoft Excel 2019. Results A total of 748 publications were included in our study, and the number of publications entered a period of rapid growth after 2019. China and the United States are the major research and collaboration centers in this field. Elkord, Eyad is the most prolific author, and Frontiers in Immunology is the journal that published the most papers on the TME of CRC. In addition, keyword and cluster analysis showed that immune checkpoint inhibitors, cancer-associated fibroblasts, macrophage polarization, intestinal microbiota, colorectal cancer liver metastasis, drug resistance, scRNA-seq, etc. may be the research hotspots and trends in this field. Conclusions Colorectal cancer and tumor microenvironment research is in the developmental stage, and strengthening international cooperation can help to drive this field forward. The main components and signaling in TME, CRC immunotherapy, colorectal cancer liver metastasis, and new research techniques are the hot research directions in this domain. Our findings will provide scholars with an up-to-date perspective on the current state of research, hotspots, and future trends in this field.
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Affiliation(s)
- Xinran He
- The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, China
| | - Tingyi Xie
- The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, China
| | - Li Shi
- The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, China
| | - Xuyi Kuang
- The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, China
| | - Lei Li
- The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, China
| | - Xingyu Shang
- The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, China
| | - Bo Fu
- Department of Nephrology, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, China
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12
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Li ZF, Zhang JN, Tian S, Sun C, Ma Y, Ye ZX. Dual-Time-Point Radiomics for Prognosis Prediction in Colorectal Liver Metastasis Treated with Neoadjuvant Therapy Before Radical Resection: A Two-Center Study. Ann Surg Oncol 2025:10.1245/s10434-025-16941-6. [PMID: 39907877 DOI: 10.1245/s10434-025-16941-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Accepted: 01/10/2025] [Indexed: 02/06/2025]
Abstract
BACKGROUND Optimal prognostic stratification for colorectal liver metastases (CRLM) patients undergoing surgery with neoadjuvant therapy (NAT) remains elusive. This study aimed to develop and validate dual-time-point radiomic models for CRLM prognosis prediction using pre- and post-NAT imaging features. METHODS Radiomic features were extracted from four MRI sequences in 100 cases of CRLM patients who underwent NAT and radical resection. RAD scores were generated, and clinical/pathologic variables were incorporated into uni- and multivariate Cox regression analyses to construct prognosis models. Time-ROC, time-C index, decision curve analysis (DCA), and calibration curves assessed the predictive performance of Fong score and pre- and post-NAT models for overall survival (OS) and disease-free survival (DFS) in a testing set. RESULTS The final models included four variables for OS and three variables for DFS. The post-NAT models outperformed the pre-NAT models in time-ROC, time-C index, calibration, and DCA analysis, except for the 1-year DFS area under the curve (AUC). The Fong score models underperformed. The post-NAT OS RAD score effectively stratified patients into prognostic subgroups. CONCLUSIONS The radiomic models incorporating pre- and post-NAT MRI features and clinical/pathologic variables effectively stratified CRLM patients prognositically. The post-NAT models demonstrated superior performance.
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Affiliation(s)
- Zhuo-Fu Li
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy of Tianjin, China; Tianjin Key Laboratory of Digestive Cancer; State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin, China
| | - Jia-Ning Zhang
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy of Tianjin, China; Tianjin Key Laboratory of Digestive Cancer; State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin, China
| | | | - Chao Sun
- Department of Radiology, Tianjin Union Medical Center, Tianjin, People's Republic of China
| | - Ying Ma
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China
| | - Zhao-Xiang Ye
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy of Tianjin, China; Tianjin Key Laboratory of Digestive Cancer; State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin, China.
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13
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Fan X, Li B, Zhang F, Liu M, Kwan H, Liu Z, Su T. FGF19-Activated Hepatic Stellate Cells Release ANGPTL4 that Promotes Colorectal Cancer Liver Metastasis. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2413525. [PMID: 39716892 PMCID: PMC11831508 DOI: 10.1002/advs.202413525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Revised: 11/26/2024] [Indexed: 12/25/2024]
Abstract
Liver and lung are the most common metastatic sites in colorectal cancer (CRC), where the tumor microenvironment (TME) plays a crucial role in the progression and metastasis of CRC. Understanding the interactions between various types of cells in the TME can suggest innovative therapeutic strategies. Using single-cell RNA sequencing (scRNA-Seq) and clinical samples, fibroblast growth factor-19 (FGF19, rodent FGF15) is found to mediate a significant interaction between CRC cells and cancer-associated fibroblasts (CAFs), activating the hepatic stellate cells (HSCs)-to-CAFs differentiation. In various CRC metastatic mouse models, it is shown that FGF15 has a more pronounced effect on liver metastasis compared to pulmonary metastasis. More importantly, the differentially expressed genes (DEGs) are also identified from the RNA-Seq dataset upon the activation of HSCs by FGF19 and compared the DEGs in matched primary and metastatic mRNA samples from patients with CRC liver metastasis (CRCLM), it is found that the ANGPTL4 gene is significantly associated with HSCs activation. Different mouse models also demonstrated the impact of the FGF19/ANGPTL4 axis on the severity of CRCLM. Importantly, disruption of this axis significantly inhibits CRCLM in vivo. This study is among the first to demonstrate the impact of the FGF19/ANGPTL4 axis on CRCLM, offering a novel therapeutic strategy.
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Affiliation(s)
- Xueying Fan
- State Key Laboratory of Traditional Chinese Medicine SyndromeGuangdong Key Laboratory for Translational Cancer Research of Chinese MedicineInternational Institute for Translational Chinese MedicineGuangzhou University of Chinese MedicineGuangzhouGuangdong510006China
- Chinese Medicine Guangdong LaboratoryHengqinGuangdong519031China
| | - Baoting Li
- State Key Laboratory of Traditional Chinese Medicine SyndromeGuangdong Key Laboratory for Translational Cancer Research of Chinese MedicineInternational Institute for Translational Chinese MedicineGuangzhou University of Chinese MedicineGuangzhouGuangdong510006China
| | - Fan Zhang
- State Key Laboratory of Traditional Chinese Medicine SyndromeGuangdong Key Laboratory for Translational Cancer Research of Chinese MedicineInternational Institute for Translational Chinese MedicineGuangzhou University of Chinese MedicineGuangzhouGuangdong510006China
| | - Meng Liu
- State Key Laboratory of Traditional Chinese Medicine SyndromeGuangdong Key Laboratory for Translational Cancer Research of Chinese MedicineInternational Institute for Translational Chinese MedicineGuangzhou University of Chinese MedicineGuangzhouGuangdong510006China
| | - Hiu‐Yee Kwan
- Centre for Cancer and Inflammation ResearchSchool of Chinese MedicineHong Kong Baptist UniversityHong Kong999077China
- Institute of Research and Continuing EducationHong Kong Baptist UniversityShenzhen518000China
- Institute of Systems Medicine and Health SciencesHong Kong Baptist UniversityHong Kong999077China
| | - Zhongqiu Liu
- State Key Laboratory of Traditional Chinese Medicine SyndromeGuangdong Key Laboratory for Translational Cancer Research of Chinese MedicineInternational Institute for Translational Chinese MedicineGuangzhou University of Chinese MedicineGuangzhouGuangdong510006China
- Chinese Medicine Guangdong LaboratoryHengqinGuangdong519031China
| | - Tao Su
- State Key Laboratory of Traditional Chinese Medicine SyndromeGuangdong Key Laboratory for Translational Cancer Research of Chinese MedicineInternational Institute for Translational Chinese MedicineGuangzhou University of Chinese MedicineGuangzhouGuangdong510006China
- Chinese Medicine Guangdong LaboratoryHengqinGuangdong519031China
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14
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Zhang J, Hu S, Jin X, Zheng Y, Yu L, Ma J, Gu B, Wang F, Wu W. Hypoxia-Associated GPNMB+ Macrophages Promote Malignant Progression of Colorectal Cancer and Its Related Risk Signature Are Powerful Predictive Tool for the Treatment of Colorectal Cancer Patients. ENVIRONMENTAL TOXICOLOGY 2025; 40:204-221. [PMID: 39367576 DOI: 10.1002/tox.24426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 07/03/2024] [Accepted: 07/23/2024] [Indexed: 10/06/2024]
Abstract
Colorectal cancer (CRC) is a highly malignant tumor with hypoxia being a crucial feature during its progression. This study utilized multiple independent CRC cohorts for bioinformatics analysis and in vitro experiments to investigate the role of hypoxia-related subgroups in CRC. Machine learning was employed to construct risk features associated with this subgroup and further explore its therapeutic value in CRC. The study identified the GPNMB+ Macrophage (GPNMB+ Macr) subgroup as most relevant to hypoxia. GPNMB+ Macr showed significantly higher infiltration in tumor tissues compared to non-tumor tissues, increasing with CRC stage. High infiltration of GPNMB+ Macr was associated with poor prognosis in terms of overall and recurrence-free survival in CRC patients. GPNMB+ Macrophages exhibit M2-like characteristics and have the ability to promote 5-FU resistance, proliferation, and metastasis of CRC cells. The study developed the Hypoxia-Related Macrophage Risk Score (HMRS), which not only served as an independent prognostic factor for CRC patients but also demonstrated robust prognostic performance compared to 84 previously published prognostic features. Patients with low HMRS were sensitive to fluorouracil, oxaliplatin (FOLFOX), and anti-PD-1 immunotherapy, while those with high HMRS showed resistance. Additionally, HMRS was identified as an independent prognostic factor in other digestive tract tumors (hepatocellular carcinoma, pancreatic cancer, esophageal cancer, and gastric cancer), indicating potential extrapolation to other tumor types. In conclusion, GPNMB+ Macr promotes the malignant progression of CRC, and HMRS serves as a powerful predictive tool for prognosis, chemotherapy, and immunotherapy in CRC patients, aiding in improving the quality of survival.
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Affiliation(s)
- Junli Zhang
- Department of Blood Transfusion, The Third People's Hospital of Bengbu Affiliated to Bengbu Medical University, Bengbu, Anhui, China
- Department of Biochemistry and Molecular Biology, Bengbu Medical University Key Laboratory of Cancer Research and Clinical Laboratory Diagnosis, Bengbu Medical University, Bengbu, Anhui, China
| | - Shangshang Hu
- Department of Biochemistry and Molecular Biology, Bengbu Medical University Key Laboratory of Cancer Research and Clinical Laboratory Diagnosis, Bengbu Medical University, Bengbu, Anhui, China
- Department of Clinical Medicine, School of Medicine, Southeast University, Nanjing, Jiangsu, China
| | - Xinxin Jin
- Department of Biochemistry and Molecular Biology, Bengbu Medical University Key Laboratory of Cancer Research and Clinical Laboratory Diagnosis, Bengbu Medical University, Bengbu, Anhui, China
| | - Yiwen Zheng
- Department of Biochemistry and Molecular Biology, Bengbu Medical University Key Laboratory of Cancer Research and Clinical Laboratory Diagnosis, Bengbu Medical University, Bengbu, Anhui, China
| | - Lianchen Yu
- Department of Biochemistry and Molecular Biology, Bengbu Medical University Key Laboratory of Cancer Research and Clinical Laboratory Diagnosis, Bengbu Medical University, Bengbu, Anhui, China
| | - Junrao Ma
- Department of Biochemistry and Molecular Biology, Bengbu Medical University Key Laboratory of Cancer Research and Clinical Laboratory Diagnosis, Bengbu Medical University, Bengbu, Anhui, China
| | - Biao Gu
- Department of Blood Transfusion, The Third People's Hospital of Bengbu Affiliated to Bengbu Medical University, Bengbu, Anhui, China
| | - Fen Wang
- Department of Blood Transfusion, The Third People's Hospital of Bengbu Affiliated to Bengbu Medical University, Bengbu, Anhui, China
| | - Wenjuan Wu
- Department of Biochemistry and Molecular Biology, School of Laboratory Medicine, Bengbu Medical College, Bengbu, China
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15
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Xu N, Gao Z, Wu D, Chen H, Zhang Z, Zhang L, Wang Y, Lu X, Yao X, Liu X, Huang Y, Qiu M, Wang S, Liang J, Mao C, Zhang F, Xu H, Wang Y, Li X, Chen Z, Huang D, Shi J, Huang W, Lei F, Yang Z, Chen L, He C, Zhu H, Luo H, Gu J, Lin J. 5-hydroxymethylcytosine features of portal venous blood predict metachronous liver metastases of colorectal cancer and reveal phosphodiesterase 4 as a therapeutic target. Clin Transl Med 2025; 15:e70189. [PMID: 39956959 PMCID: PMC11830572 DOI: 10.1002/ctm2.70189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 11/24/2024] [Accepted: 01/08/2025] [Indexed: 02/18/2025] Open
Abstract
Metachronous liver metastases (MLM) are characterised by high incidence and high mortality in clinical colorectal cancer treatment. Currently traditional clinical methods cannot effectively predict and prevent the occurrence of metachronous liver metastasis in colorectal cancer. Based on 5hmC-Seal analysis of blood and tissue samples, this study found that portal venous blood was more relevant to tumour gDNA than peripheral blood. We performed a novel epigenetic liquid biopsy strategy using the 10 5hmC epigenetic alterations, to accurately distinguish MLM patients from patients without metastases. Among these epigenetic alterations, phosphodiesterase 4 (PDE4D) was highly increased in MLM patients and correlated with poor survival. Moreover, our studies demonstrated that PDE4D was a key metastasis-driven target for drug development. Interfering with the function of PDE4D significantly repressed liver metastases. Similarly, roflumilast, a PDE4 inhibitor for chronic obstructive pulmonary disease (COPD) therapy, also inhibits liver metastases. Further studies indicate that blocking the function of PDE4D can affect CRC invasion through the HIF-1α-CCN2 pathway. To develop a more efficient PDE4 inhibitor and reduce the occurrence of adverse events, we also designed several new compounds based on 2-arylbenzofurans and discovered lead L11 with potent affinity for PDE4D and significant suppression of liver metastases. In this work, our study provides a promising strategy for predicting metachronous liver metastasis and discovers L11 as a potential repurposed drug for inhibiting liver metastasis, which have the potential to benefit patients with CRC in the future. KEY POINTS: 5hmC epigenetic markers derived from portal venous blood could accurately predict metachronous metastasis of colorectal cancer. PDE4D was a key metastasis-driven target that promoted metachronous metastasis via the HIF-1α-CCN2 pathway. The newly synthesised compound L11 could specifically inhibit PDE4D and abolish metachronous metastasis of colorectal cancer without obvious toxic side effects.
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16
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Xu H, Wang Y, Liu G, Zhu Z, Shahbazi M, Reis RL, Kundu SC, Shi X, Zu M, Xiao B. Nano-Armed Limosilactobacillus reuteri for Enhanced Photo-Immunotherapy and Microbiota Tryptophan Metabolism against Colorectal Cancer. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2410011. [PMID: 39739630 PMCID: PMC11831460 DOI: 10.1002/advs.202410011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 12/10/2024] [Indexed: 01/02/2025]
Abstract
Despite being a groundbreaking approach to treating colorectal cancer (CRC), the efficacy of immunotherapy is significantly compromised by the immunosuppressive tumor microenvironment and dysbiotic intestinal microbiota. Here, leveraging the superior carrying capacity and innate immunity-stimulating property of living bacteria, a nanomedicine-engineered bacterium, LR-S-CD/CpG@LNP, with optical responsiveness, immune-stimulating activity, and the ability to regulate microbiota metabolome is developed. Immunoadjuvant (CpG) and carbon dot (CD) co-loaded plant lipid nanoparticles (CD/CpG@LNPs) are constructed and conjugated to the surface of Limosilactobacillus reuteri (LR) via reactive oxygen species (ROS)-responsive linkers. The inherent photothermal and photodynamic properties of oral CD/CpG@LNPs induce in situ cytotoxic ROS generation and immunogenic cell death of colorectal tumor cells. The generated neoantigens and the released CpG function as a potent in situ vaccine that stimulates the maturation of immature dendritic cells. The mature dendritic cells and metabolites secreted by LR subsequently facilitated the tumor infiltration of cytotoxic T lymphocytes to eradicate colorectal tumors. The further in vivo results demonstrate that the photo-immunotherapy and intestinal microbial metabolite regulation of LR-S-CD/CpG@LNPs collectively suppressed the growth of orthotopic colorectal tumors and their liver metastases, presenting a promising avenue for synergistic treatment of CRC via the oral route.
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Affiliation(s)
- Haiting Xu
- State Key Laboratory of Resource InsectsCollege of SericultureTextile, and Biomass SciencesSouthwest UniversityChongqing400715China
| | - Yajun Wang
- Department of PharmacyPersonalized Drug Therapy Key Laboratory of Sichuan ProvinceSichuan Academy of Medical Sciences & Sichuan Provincial People's HospitalSchool of MedicineUniversity of Electronic Science and TechnologyChengdu610054China
| | - Ga Liu
- State Key Laboratory of Resource InsectsCollege of SericultureTextile, and Biomass SciencesSouthwest UniversityChongqing400715China
| | - Zhenhua Zhu
- Department of GastroenterologyThe First Affiliated Hospital of Nanchang UniversityNanchang330006China
| | - Mohammad‐Ali Shahbazi
- Department of Biomedical EngineeringUniversity Medical Center GroningenUniversity of GroningenAntonius Deusinglaan 1Groningen9713 AVNetherlands
- W.J. Kolff Institute for Biomedical Engineering and Materials ScienceUniversity of GroningenAntonius Deusinglaan 1Groningen9713 AVNetherlands
| | - Rui L. Reis
- 3Bs Research GroupI3Bs — Research Institute on BiomaterialsBiodegradables and BiomimeticsUniversity of MinhoHeadquarters of the European Institute of Excellence on Tissue Engineering and Regenerative MedicineAvePark, BarcoGuimarães4805‐017Portugal
- ICVS/3B's‐PT Government Associate LaboratoryBragaGuimarães4800‐058Portugal
| | - Subhas C. Kundu
- 3Bs Research GroupI3Bs — Research Institute on BiomaterialsBiodegradables and BiomimeticsUniversity of MinhoHeadquarters of the European Institute of Excellence on Tissue Engineering and Regenerative MedicineAvePark, BarcoGuimarães4805‐017Portugal
- ICVS/3B's‐PT Government Associate LaboratoryBragaGuimarães4800‐058Portugal
| | - Xiaoxiao Shi
- State Key Laboratory of Resource InsectsCollege of SericultureTextile, and Biomass SciencesSouthwest UniversityChongqing400715China
| | - Menghang Zu
- State Key Laboratory of Resource InsectsCollege of SericultureTextile, and Biomass SciencesSouthwest UniversityChongqing400715China
| | - Bo Xiao
- Department of PharmacyPersonalized Drug Therapy Key Laboratory of Sichuan ProvinceSichuan Academy of Medical Sciences & Sichuan Provincial People's HospitalSchool of MedicineUniversity of Electronic Science and TechnologyChengdu610054China
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17
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Shen S, Zhang X. Establishment and validation of predictive models by mutational and transcriptional factors for the prognosis of stage IV colorectal cancer patients with liver metastasis who undergo palliative surgery on primary tumors. Transl Cancer Res 2025; 14:225-239. [PMID: 39974400 PMCID: PMC11833386 DOI: 10.21037/tcr-24-1183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 12/04/2024] [Indexed: 02/21/2025]
Abstract
Background The prognostic factors at mutational and transcriptional levels are not clear for stage IV colorectal cancer (CRC) patients with liver metastasis who undergo primary cancer palliative surgery with post-surgical adjuvant therapy. We aimed to establish and validate models for predicting the prognosis of these patients by combining mutational, transcriptional and clinicopathological information. Methods Data of 45 stage IV CRC patients with liver metastasis were downloaded from the cBioportal database as the training cohort. Another 30 patients from our hospital were retrospectively recruited as the external validation cohort. Patients were followed up to 4,699 days (median: 823 days) and 2,380 days (median: 980 days) for the overall survival (OS) in the training and validation cohort, respectively. Patients were followed up to 4,699 days (median: 264 days) and 2,259 days (median: 272 days) for the progression-free survival (PFS) in the training and validation cohort, respectively. Tissue samples of the primary CRC were collected and sequenced. Data were analyzed and figures were plotted using the R software. Results The mutational and transcriptional alterations and their features were characterized. APC, TP53, TTN, KRAS and SYNE1 were genes with the highest mutational frequency. Significantly upregulated and downregulated genes can be found in transcription. Age, APC2 mutations, and ADRB1, ASTL, MRPL23-AS1 and PDZK1 transcription significantly stratified patient OS, while the KRAS, PTPRF, FREM2, and CLOCK mutations and LY6H, TMEM163, RFX8, ARHDGDIG, TECTA and MYEOV transcriptions significantly stratified patient PFS. Multivariate analyses identified age, APC2 mutations and ADRB1 transcription as independent risk factors for OS. KRAS and PTPRF mutations and RFX8 and MYEOV transcriptions were independent risk factors for PFS. The above independent risk factors were used to establish prediction models for OS and PFS. For the OS model, the 1-, 3- and 5-year area under the curve (AUC) reached 0.858, 0.774 and 0.907 in internal validation, and reached 0.810, 0.778 and 0.924 in external validation, respectively. For the PFS model, the 6 months, 1-year and 1.5-year AUC reached 0.950, 0.803 and 0.847 in internal validation, and reached 0.919, 0.949 and 0.944 in external validation, respectively. Conclusions The prognostic factors for stage IV CRC patients with liver metastasis were identified. Models for predicting the OS and PFS were successfully established and validated. The models may help to establish the personalized therapeutic strategies before treatment.
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Affiliation(s)
- Sijia Shen
- Department of General Surgery, The Fourth Affiliated Hospital of Soochow University, Suzhou, China
| | - Xu Zhang
- Department of General Surgery, The Fourth Affiliated Hospital of Soochow University, Suzhou, China
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18
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Shi B, Chen J, Guo H, Shi X, Tai Q, Chen G, Yao H, Mi X, Zhong R, Lu Y, Zhao Y, Sun L, Zhou D, Yao Y, He S. ACOX1 activates autophagy via the ROS/mTOR pathway to suppress proliferation and migration of colorectal cancer. Sci Rep 2025; 15:2992. [PMID: 39849090 PMCID: PMC11757735 DOI: 10.1038/s41598-025-87728-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Accepted: 01/21/2025] [Indexed: 01/25/2025] Open
Abstract
Acyl-CoA oxidase 1 (ACOX1), a member of the acyl-coenzyme A oxidase family, is considered a crucial regulator whose dysregulation is implicated in the occurrence and progression of various cancers. This study aims to elucidate the impact of ACOX1 in CRC, shedding light on its potential as a therapeutic target. Through analysis of the GEO dataset, it was found that ACOX1 is significantly downregulated in colorectal cancer (CRC), and this lower expression level is associated with a worse prognosis. Additionally, in vitro as well as in vivo, ACOX1 overexpression dramatically reduced the proliferation and metastasis of CRC cells. Mass spectrometry revealed the crucial role of ACOX1 in fatty acid β-oxidation, as its overexpression led to a substantial increase in reactive oxygen species (ROS) derived from fatty acid β-oxidation. Further experiments demonstrated that ACOX1 overexpression, through modulation of fatty acid metabolism, increased ROS levels, reduced the phosphorylation activation of the key autophagy regulator mTOR, enhanced autophagy, and ultimately suppressed the growth and metastasis of CRC. In conclusions, ACOX1 expression is decreased in CRC. ACOX1 may regulate autophagy by reprogramming lipid metabolism to modulate the ROS/mTOR signaling pathway, consequently inhibiting the proliferation and migration of CRC.
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Affiliation(s)
- Bo Shi
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China
| | - Junjie Chen
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China
- Department of General Surgery, Suzhou Ninth People's Hospital, Suzhou Ninth Hospital, Soochow University, Suzhou, 215200, Jiangsu, China
| | - Haoran Guo
- Department of Biochemistry and Molecular Biology, Soochow University Medical College, Suzhou, Jiangsu, P.R. China
| | - Xinyu Shi
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China
| | - Qingliang Tai
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China
| | - Guoliang Chen
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China
| | - Huihui Yao
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China
| | - Xiuwei Mi
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China
| | - Runze Zhong
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China
| | - Yang Lu
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China
| | - Yiyuan Zhao
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China
| | - Liang Sun
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China
| | - Diyuan Zhou
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China
| | - Yizhou Yao
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China
| | - Songbing He
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China.
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19
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Huang Q, Tang X, Gan C, Deng Q, Zhi S, Huang Q, Zheng X, Li X, Pan Z, Huang M. EFHD1 Activates SIK3 to Limit Colorectal Cancer Initiation and Progression via the Hippo Pathway. J Cancer 2025; 16:1348-1362. [PMID: 39895792 PMCID: PMC11786025 DOI: 10.7150/jca.103229] [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: 09/04/2024] [Accepted: 12/24/2024] [Indexed: 02/04/2025] Open
Abstract
Colorectal cancer (CRC) is one of the most commonly diagnosed cancers, with high rates of metastasis and lethality. EF-hand domain-containing protein D1 (EFHD1) and salt-inducible kinase 3 (SIK3) have been studied in several cancer types. Aberrant expression of EFHD1 and SIK3 has been observed in CRC, but little research has addressed their regulatory abilities and signaling pathways. In this study, we aimed to explore the efficacy of EFHD1 in inhibiting CRC proliferation and metastasis and to elucidate the underlying mechanisms involved in the upregulation of SIK3 expression. Cell viability, colony formation, wound healing, Transwell assay, orthotopic xenograft, and pulmonary metastasis mouse models were used to detect the antiproliferative and anti-metastatic effects of EFHD1 against CRC in vitro and in vivo. The Gene Expression Profiling Interactive Analysis (GEPIA) database was used to determine EFHD1 and SIK3 expression in CRC. The regulatory roles of EFHD1 and SIK3 in mediating anti-metastatic effects in CRC were measured using western blotting, immunohistochemical, and immunofluorescence analyses. The results showed that EFHD1 expression was significantly repressed in the clinical CRC samples. EFHD1 markedly suppressed cell proliferation, migration, and invasion in vitro and inhibited tumor growth and metastasis in vivo. Analysis of the GEPIA database revealed that EFHD1 expression positively correlated with SIK3 expression. SIK3 overexpression inhibited the migration of CRC cells, and SIK3 knockdown partially eliminated the inhibitory effects of EFHD1 on CRC metastasis. EFHD1 exerted anti-metastatic effects against CRC via upregulating SIK3 and inhibiting epithelial-mesenchymal transition (EMT) processing through modulating the Hippo signaling pathway. Collectively, these findings identify EFHD1 as a potent SIK3 agonist and highlight the EFHD1-SIK3 axis as a key modulator of the Hippo signaling pathway in CRC. EFHD1 serves as a novel regulator and is worthy of further development as a novel therapeutic target in CRC.
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Affiliation(s)
- Qionghui Huang
- Institute of Cardiovascular Disease, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, Meizhou, China
- GuangDong Engineering Technological Research Center of Molecular Diagnosis in Cardiovascular Diseases, Meizhou, China
| | - Xiaoyan Tang
- Institute of Cardiovascular Disease, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, Meizhou, China
- GuangDong Engineering Technological Research Center of Molecular Diagnosis in Cardiovascular Diseases, Meizhou, China
| | - Caiyan Gan
- Institute of basic medical sciences, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, Meizhou, China
| | - Qiaoting Deng
- Institute of Cardiovascular Disease, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, Meizhou, China
- GuangDong Engineering Technological Research Center of Molecular Diagnosis in Cardiovascular Diseases, Meizhou, China
| | - Shaobin Zhi
- Institute of Cardiovascular Disease, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, Meizhou, China
- GuangDong Engineering Technological Research Center of Molecular Diagnosis in Cardiovascular Diseases, Meizhou, China
| | - Qingyan Huang
- Institute of Cardiovascular Disease, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, Meizhou, China
| | - Xiaoqi Zheng
- Institute of Cardiovascular Disease, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, Meizhou, China
| | - Xueqiong Li
- Medical College of Jiaying University, Meizhou, China
| | - Zengfeng Pan
- Institute of basic medical sciences, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, Meizhou, China
| | - Mingfeng Huang
- Institute of Cardiovascular Disease, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, Meizhou, China
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20
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Hasan AM, Cavalu S, Kira AY, Hamad RS, Abdel-Reheim MA, Elmorsy EA, El-kott AF, Morsy K, AlSheri AS, Negm S, Saber S. Localized Drug Delivery in Different Gastrointestinal Cancers: Navigating Challenges and Advancing Nanotechnological Solutions. Int J Nanomedicine 2025; 20:741-770. [PMID: 39845772 PMCID: PMC11752831 DOI: 10.2147/ijn.s502833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Accepted: 12/18/2024] [Indexed: 01/24/2025] Open
Abstract
Different types of cancers affect the gastrointestinal tract (GIT), starting from the oral cavity and extending to the colon. In general, most of the current research focuses on the systemic delivery of the therapeutic agents, which leads to undesired side effects and a limited enhancement in the therapeutic outcomes. As a result, localized delivery within gastrointestinal (GI) cancers is favorable in overcoming these limitations. However, the localized delivery via oral administration faces many challenges related to the complex structure of GIT (varied pH levels and transit times) as well as the harsh environment within tumor cells (hypoxia, efflux pumps, and acidity). To overcome these obstacles, nano-drug delivery systems (NDDs) have been designed and proved their potential by exploiting these challenges in favor of offering a specific delivery to the desired target. The current review begins with an overview of different GI cancers and their impact globally. Then, it discusses the current treatment approaches and their corresponding limitations. Additionally, the different challenges associated with localized drug delivery for GI cancers are summarized. Finally, the review discusses in detail the recent therapeutic and diagnostic applications of NDDs that have been conducted in oral, esophageal, gastric, colon, and liver cancers, aiming to offer valuable insights into the current and future state of utilizing NDDs for the local treatment of GI cancers.
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Affiliation(s)
- Alexandru Madalin Hasan
- Department of Preclinical Sciences, Faculty of Medicine and Pharmacy, University of Oradea, Oradea, 410087, Romania
| | - Simona Cavalu
- Department of Preclinical Sciences, Faculty of Medicine and Pharmacy, University of Oradea, Oradea, 410087, Romania
| | - Ahmed Y Kira
- Department of Pharmaceutics, Faculty of Pharmacy, Delta University for Science and Technology, Gamasa, 11152, Egypt
| | - Rabab S Hamad
- Biological Sciences Department, College of Science, King Faisal University, Al Ahsa, 31982, Saudi Arabia
| | - Mustafa Ahmed Abdel-Reheim
- Department of Pharmaceutical Sciences, College of Pharmacy, Shaqra University, Shaqra, 11961, Saudi Arabia
| | - Elsayed A Elmorsy
- Department of Pharmacology and Therapeutics, College of Medicine, Qassim University, Buraidah, 51452, Saudi Arabia
| | - Attalla F El-kott
- Department of Biology, College of Science, King Khalid University, Abha, Saudi Arabia
- Department of Zoology, Faculty of Science, Damanhour University, Damanhour, Egypt
| | - Kareem Morsy
- Department of Biology, College of Science, King Khalid University, Abha, Saudi Arabia
- Department of Zoology, Faculty of Science, Cairo University, Cairo, Egypt
| | - Ali S AlSheri
- Department of Biology, College of Science, King Khalid University, Abha, Saudi Arabia
| | - Sally Negm
- Department of Life Sciences, College of Science and Art, Mahyel Aseer, King Khalid University, Abha, 62529, Saudi Arabia
| | - Sameh Saber
- Department of Pharmacology, Faculty of Pharmacy, Delta University for Science and Technology, Gamasa, 11152, Egypt
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21
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Xiang Z, Wang Y, Ma X, Song S, He Y, Zhou J, Feng L, Yang S, Wu Y, Yu B, Xia G, Xu W, Zhao Y, Wang L. Targeting the NOTCH2/ADAM10/TCF7L2 Axis-Mediated Transcriptional Regulation of Wnt Pathway Suppresses Tumor Growth and Enhances Chemosensitivity in Colorectal Cancer. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2405758. [PMID: 39601111 PMCID: PMC11744699 DOI: 10.1002/advs.202405758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2024] [Revised: 09/12/2024] [Indexed: 11/29/2024]
Abstract
Wnt/β-catenin/transcription factor (TCF) transcriptional activity plays an integral role in colorectal cancer (CRC) carcinogenesis. However, to date, no drugs targeting this pathway are used in clinical practice owing to the undesirable and serious side effects. In this study, it is found that the transcriptional regulation of Wnt pathway is activated and associated with liver metastasis in CRC. Through high-throughput screening of 24 inhibitors on 12 CRC and three colorectal organoids in this organoid living biobank, adavivint is found to exhibit anti-tumor activity and low toxicity in colorectal organoids, independent of the canonical Wnt/β-catenin signaling. Mechanistically, ADAM10 is screened as a target of adavivint to specifically regulate the protein expression of NOTCH2, which mediates the transcriptional regulation of the Wnt pathway. NOTCH2 not directly interact with TCF7-like 2 (TCF7L2), a key downstream transcriptional factor of canonical Wnt/β-catenin signaling, but directly activated the transcription of TCF7L2 and Wnt target genes, such as MYC, JUN and CCND1/2. Furthermore, use of adavivint or blockage of ADAM10/NOTCH2/TCF7L2 signaling enhances the chemosensitivity of CRC cells. Overall, this study provides a promising candidate for the development of small-molecule inhibitors and reveals a potential therapeutic target for CRC.
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Affiliation(s)
- Zhen Xiang
- Department of Hepatic SurgeryFudan University Shanghai Cancer Center270 Dong‐An RoadShanghai200032China
| | - Yiwei Wang
- Department of general surgeryShanghai Jiao Tong University Affiliated Sixth People's Hospital600 Yishan RdShanghai200233P. R. China
| | - Xiao Ma
- Fudan University Shanghai Cancer Center270 Dong‐An RoadShanghai200032P. R. China
| | - Shuzheng Song
- Department of Colorectal SurgeryDepartment of General SurgeryShanghai East HospitalTongji University School of Medicine150 Jimo RoadShanghai200120P. R. China
| | - Yuanqiao He
- Center of Laboratory Animal ScienceNanchang UniversityNo.999, Xuefu RoadNanchang330031P. R. China
| | - Jiamin Zhou
- Department of Hepatic SurgeryFudan University Shanghai Cancer Center270 Dong‐An RoadShanghai200032China
| | - Longhai Feng
- Department of Colorectal SurgeryThe Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital)1 Banshan East RoadHangzhou310022P. R. China
| | - Su Yang
- Department of Thoracic SurgeryRuijin HospitalShanghai Jiaotong University School of Medicine197 Ruijin 2nd RoadShanghai200025P. R. China
| | - Yibin Wu
- Department of Hepatic SurgeryFudan University Shanghai Cancer Center270 Dong‐An RoadShanghai200032China
| | - Bingran Yu
- Department of Hepatic SurgeryFudan University Shanghai Cancer Center270 Dong‐An RoadShanghai200032China
| | - Guangkai Xia
- Department of general surgeryShanghai Jiao Tong University Affiliated Sixth People's Hospital600 Yishan RdShanghai200233P. R. China
| | - Weiqi Xu
- Department of Hepatic SurgeryFudan University Shanghai Cancer Center270 Dong‐An RoadShanghai200032China
| | - Yiming Zhao
- Department of Hepatic SurgeryFudan University Shanghai Cancer Center270 Dong‐An RoadShanghai200032China
| | - Lu Wang
- Department of Hepatic SurgeryFudan University Shanghai Cancer Center270 Dong‐An RoadShanghai200032China
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22
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Fan X, Lv C, Xue M, Meng P, Qian X. Fe 3O 4 nanoparticles containing gambogic acid inhibit metastasis in colorectal cancer via the RORB/EMILIN1 axis. Cell Adh Migr 2024; 18:38-53. [PMID: 39533963 PMCID: PMC11562916 DOI: 10.1080/19336918.2024.2427585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 07/04/2024] [Accepted: 10/28/2024] [Indexed: 11/16/2024] Open
Abstract
This research aims to study the effect of magnetic nanoparticles of Fe3O4 (MNP Fe3O4) containing gambogic acid (GA-MNP Fe3O4) on colorectal cancer (CRC). MNP Fe3O4 enhanced the antitumor effect of GA by inhibiting the malignant behavior of CRC cells. RORB was a target of GA, and GA activated RORB expression to inhibit metastasis of CRC. Knockdown of RORB impaired the effect of GA-MNP Fe3O4 on CRC metastasis. EMILIN1 was a target of RORB, and RORB promoted transcription of EMILIN1. Overexpression of EMILIN1 reversed the effect of knockdown of RORB on GA-MNP Fe3O4 and inhibited metastasis in CRC. These findings revealed that MNP Fe3O4 enhanced the antitumor effect of GA and activated RORB to promote EMILIN1 transcription and inhibit CRC metastasis.
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Affiliation(s)
- Xiaodong Fan
- Department of Oncology, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
- Department of Thyroid and Breast Oncological Surgery, Xuzhou Medical College Affiliated Huaian Hospital, Huaian, China
| | - Chunyang Lv
- Department of Hepatobiliary Surgery, Xuzhou Medical College Affiliated Huaian Hospital, Huaian, China
| | - Meiling Xue
- Department of Thyroid and Breast Oncological Surgery, Xuzhou Medical College Affiliated Huaian Hospital, Huaian, China
| | - Peng Meng
- Department of Oncology, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
- Department of Oncology, Yantai Hospital of Traditional Chinese Medicine, Yantai, China
| | - Xiaoping Qian
- Department of Oncology, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
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23
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Draškovič T, Ranković B, Zidar N, Hauptman N. Upregulation of ABLIM1 Differentiates Intrahepatic Cholangiocarcinoma from Hepatocellular Carcinoma and Both Colorectal and Pancreatic Adenocarcinoma Liver Metastases. Genes (Basel) 2024; 15:1545. [PMID: 39766812 PMCID: PMC11675665 DOI: 10.3390/genes15121545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2024] [Revised: 11/22/2024] [Accepted: 11/26/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND Altered gene expression in cancers holds great potential to improve the diagnostics and differentiation of primary and metastatic liver cancers. In this study, the expression of the protein-coding genes ring finger protein 135 (RNF135), ephrin-B2 (EFNB2), ring finger protein 125 (RNF125), homeobox-C 4 (HOXC4), actin-binding LIM protein 1 (ABLIM1) and oncostatin M receptor (OSMR) and the long non-coding RNAs (lncRNA) prospero homeobox 1 antisense RNA 1 (PROX1-AS1) and leukemia inhibitory factor receptor antisense RNA 1 (LIFR-AS1) was investigated in hepatocellular carcinoma, cholangiocarcinoma, colorectal liver metastases and pancreatic ductal adenocarcinoma liver metastases. METHODS This study included 149 formalin-fixed, paraffin-embedded samples from 80 patients. After RNA isolation, quantification, reverse transcription and preamplification, real-time qPCR was performed. The gene expression between different groups was calculated relative to the expression of the reference genes using the ∆∆Cq method and statistically analyzed. The expression of the genes was additionally analyzed using the AmiCA and UCSC Xena platforms. RESULTS In primary cancers, our results showed differential expression between primary tumors and healthy tissues for all the genes and lncRNA examined. Moreover, we found downregulation of RNF135 in hepatocellular carcinoma, downregulation of OSMR in colorectal liver metastases and upregulation of HOXC4 in cholangiocarcinoma compared to primary liver cancers and metastatic cancers. The major finding is the upregulation of ABLIM1 in cholangiocarcinoma compared to hepatocellular carcinoma, colorectal liver metastases, pancreatic ductal adenocarcinoma liver metastases and healthy liver tissue. We propose ABLIM1 as a potential biomarker that differentiates cholangiocarcinoma from other cancers and healthy liver tissue. CONCLUSIONS This study emphasizes the importance of understanding the differences in gene expression between healthy tissues and primary and metastatic cancers and highlights the potential use of altered gene expression as a diagnostic biomarker in these malignancies.
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Affiliation(s)
| | | | | | - Nina Hauptman
- Institute of Pathology, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia; (T.D.); (B.R.); (N.Z.)
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Morawska I, Pasicz K, Cieszanowski A. Biomarkers of systemic treatment response: MR images of intratumoral fat deposition in colorectal liver metastases (CRLM) after chemotherapy. Int J Colorectal Dis 2024; 39:185. [PMID: 39562379 DOI: 10.1007/s00384-024-04762-0] [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] [Accepted: 11/11/2024] [Indexed: 11/21/2024]
Abstract
PURPOSE Colorectal cancer cells containing mobile lipids are said to be an early indicator of chemotherapy effects. The objective of the study was to examine the frequency and clinical relevance of intratumoral fat deposition in colorectal liver metastases (CRLM) post-chemotherapy using dual-echo chemical shift gradient-echo magnetic resonance imaging (MRI). METHODS A retrospective analysis of 98 patients with CRLM diagnosed between 2017 and 2022 (69 M, mean age 62.87 ± 10.73 years old) who had an MRI after chemotherapy was performed. On dual-echo chemical shift gradient-echo MRI, intratumoral fat deposition of CRLM was evaluated. A signal intensity drop of ≥ 12% in opposed-phase images vs. in-phase images indicated intratumoral fat. After chemotherapy, the presence of fat deposition was correlated with patients' overall survival. RESULTS Before and after chemotherapy, 0 (0%) and 29 (29.59%) patients exhibited intratumoral fat. The number of CRLM ranged from 1 to 25 with a median of 3 and a mean size of 32.58 ± 22.95 mm. The groups had statistically different survival times. Overall survival was shorter for patients with intratumoral fat deposition in CRLM (32 months (24-60, 95% CI)) than for patients without fat deposition in CRLM (48 months (36-NA, 95% CI)). CONCLUSION In our group, nearly 30% of CRLM patients exhibited intratumoral fat after chemotherapy. Patients with intratumoral fat deposition in CRLM have a shorter overall survival time. The presence of fat in CRLM correlates with a poor long-term prognosis.
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Affiliation(s)
- Irmina Morawska
- Department of Radiology I, The Maria Sklodowska-Curie National Research Institute of Oncology, 5 Wilhelm Conrad Roentgen St, 02-781, Warsaw, Poland.
| | - Katarzyna Pasicz
- Department of Medical Physics, The Maria Sklodowska-Curie National Research Institute of Oncology, 5 Wilhelm Conrad Roentgen St, 02-781, Warsaw, Poland
| | - Andrzej Cieszanowski
- Department of Clinical Radiology II, Faculty of Medicine, Medical University of Warsaw, 1A Stefan Banach St, 02-097, Warsaw, Poland
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Ferreira JM, Gonçalves CS, Costa BM. Emerging roles and biomarker potential of WNT6 in human cancers. Cell Commun Signal 2024; 22:538. [PMID: 39529066 PMCID: PMC11552340 DOI: 10.1186/s12964-024-01892-4] [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: 06/24/2024] [Accepted: 10/13/2024] [Indexed: 11/16/2024] Open
Abstract
The WNT6 ligand is a well-known activator of the WNT signaling pathway, considered a vital player in several important physiologic processes during embryonic development and maintaining homeostasis throughout life, regulating the proliferation and differentiation of multiple stem/progenitor cell types. More recently, as it is the case for many key molecular regulators of embryonic development, dysregulation of WNT6 has been implicated in cancer development and progression in multiple studies. In this review, we overview the most significant recent findings regarding WNT6 in the context of human malignancies, exploring its influence on multiple dimensions of tumor pathophysiology and highlighting the putative underlying WNT6-associated molecular mechanisms. We also discuss the potential clinical implications of WNT6 as a prognostic and therapeutic biomarker. This critical review highlights the emerging relevance of WNT6 in multiple human cancers, and its potential as a clinically-useful biomarker, addressing key unanswered questions that could lead to new opportunities in patient diagnosis, stratification, and the development of rationally-designed precision therapies.
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Affiliation(s)
- Joana M Ferreira
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Campus Gualtar, Braga, 4710-057, Portugal
- ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Céline S Gonçalves
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Campus Gualtar, Braga, 4710-057, Portugal
- ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Bruno M Costa
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Campus Gualtar, Braga, 4710-057, Portugal.
- ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal.
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Draškovič T, Ranković B, Zidar N, Hauptman N. DNA methylation biomarker panels for differentiating various liver adenocarcinomas, including hepatocellular carcinoma, cholangiocarcinoma, colorectal liver metastases and pancreatic adenocarcinoma liver metastases. Clin Epigenetics 2024; 16:153. [PMID: 39497215 PMCID: PMC11536859 DOI: 10.1186/s13148-024-01766-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 10/23/2024] [Indexed: 11/07/2024] Open
Abstract
BACKGROUND DNA methylation biomarkers are one of the most promising tools for the diagnosis and differentiation of adenocarcinomas of the liver, which are among the most common malignancies worldwide. Their differentiation is important because of the different prognoses and treatment options. This study aimed to validate previously identified DNA methylation biomarkers that successfully differentiate between liver adenocarcinomas, including the two most common primary liver cancers, hepatocellular carcinoma (HCC) and cholangiocarcinoma (CCA), as well as two common metastatic liver cancers, colorectal liver metastases (CRLM) and pancreatic ductal adenocarcinoma liver metastases (PCLM), and translate them to the methylation-sensitive high-resolution melting (MS-HRM) and digital PCR (dPCR) platforms. METHODS Our study included a cohort of 149 formalin-fixed, paraffin-embedded tissue samples, including 19 CRLMs, 10 PCLMs, 15 HCCs, 15 CCAs, 15 colorectal adenocarcinomas (CRCs), 15 pancreatic ductal adenocarcinomas (PDACs) and their paired normal tissue samples. The methylation status of the samples was experimentally determined by MS-HRM and methylation-specific dPCR. Previously determined methylation threshold were adjusted according to dPCR data and applied to the same DNA methylation array datasets (provided by The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO)) used to originally identify the biomarkers for the included cancer types and additional CRLM projects. The sensitivities, specificities and diagnostic accuracies of the panels for individual cancer types were calculated. RESULTS In the dPCR experiment, the DNA methylation panels identified HCC, CCA, CRC, PDAC, CRLM and PCLM with sensitivities of 100%, 66.7%, 100%, 86.7%, 94.7% and 80%, respectively. The panels differentiate between HCC, CCA, CRLM, PCLM and healthy liver tissue with specificities of 100%, 100%, 97.1% and 94.9% and with diagnostic accuracies of 100%, 94%, 97% and 93%, respectively. Reevaluation of the same bioinformatic data with new additional CRLM projects demonstrated that the lower dPCR methylation threshold still effectively differentiates between the included cancer types. The bioinformatic data achieved sensitivities for HCC, CCA, CRC, PDAC, CRLM and PCLM of 88%, 64%, 97.4%, 75.5%, 80% and 84.6%, respectively. Specificities between HCC, CCA, CRLM, PCLM and healthy liver tissue were 98%, 93%, 86.6% and 98.2% and the diagnostic accuracies were 94%, 91%, 86% and 98%, respectively. Moreover, we confirmed that the methylation of the investigated promoters is preserved from primary CRC and PDAC to their liver metastases. CONCLUSIONS The cancer-specific methylation biomarker panels exhibit high sensitivities, specificities and diagnostic accuracies and enable differentiation between primary and metastatic adenocarcinomas of the liver using methylation-specific dPCR. High concordance was achieved between MS-HRM, dPCR and bioinformatic data, demonstrating the successful translation of bioinformatically identified methylation biomarkers from the Illumina Infinium HumanMethylation450 BeadChip (HM450) and lllumina MethylationEPIC BeadChip (EPIC) platforms to the simpler MS-HRM and dPCR platforms.
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Affiliation(s)
- Tina Draškovič
- Faculty of Medicine, Institute of Pathology, University of Ljubljana, Ljubljana, Slovenia
| | - Branislava Ranković
- Faculty of Medicine, Institute of Pathology, University of Ljubljana, Ljubljana, Slovenia
| | - Nina Zidar
- Faculty of Medicine, Institute of Pathology, University of Ljubljana, Ljubljana, Slovenia
| | - Nina Hauptman
- Faculty of Medicine, Institute of Pathology, University of Ljubljana, Ljubljana, Slovenia.
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Liu Y, Shang X, Du W, Shen W, Zhu Y. Helicobacter Pylori Infection as the Predominant High-Risk Factor for Gastric Cancer Recurrence Post-Gastrectomy: An 8-Year Multicenter Retrospective Study. Int J Gen Med 2024; 17:4999-5014. [PMID: 39494357 PMCID: PMC11531290 DOI: 10.2147/ijgm.s485347] [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: 07/03/2024] [Accepted: 10/24/2024] [Indexed: 11/05/2024] Open
Abstract
Purpose The reappearance of gastric cancer, a frequent postoperative complication following radical gastric cancer surgery, substantially impacts the near-term and far-reaching medical outlook of patients. The objective of this research was to create a machine learning algorithm that could recognize high-risk factors for gastric cancer recurrence and anticipate the correlation between gastric cancer recurrence and Helicobacter pylori (H. pylori) infection. Patients and Methods This investigation comprised 1234 patients diagnosed with gastric cancer, and 37 characteristic variables were obtained. Four machine learning algorithms, namely, extreme gradient boosting (XGBoost), random forest (RF), k-nearest neighbor algorithm (KNN), and multilayer perceptron (MLP), were implemented to develop the models. The k-fold cross-validation technique was utilized to perform internal validation of the four models, while independent datasets were employed for external validation of the models. Results In contrast to the other machine learning models, the XGBoost algorithm demonstrated superior predictive ability regarding high-risk factors for gastric cancer recurrence. The outcomes of Shapley additive explanation (SHAP) analysis revealed that tumor invasion depth, tumor lymph node metastasis, H. pylori infection, postoperative carcinoembryonic antigen (CEA), tumor size, and tumor number were risk elements for gastric cancer recurrence in patients, with H. pylori infection being the primary high-risk factor. Conclusion Out of the four machine learning models, the XGBoost algorithm exhibited superior performance in predicting the recurrence of gastric cancer. In addition, machine learning models can help clinicians identify key prognostic factors that are clinically meaningful for the application of personalized patient monitoring and immunotherapy.
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Affiliation(s)
- Yuan Liu
- Department of General Surgery, Wuxi Medical Center of Nanjing Medical University, Wuxi, People’s Republic of China
- Department of General Surgery, Tengzhou Central People’s Hospital, Jining Medical College, Shandong, People’s Republic of China
| | - Xingchen Shang
- Department of General Surgery, Wuxi Medical Center of Nanjing Medical University, Wuxi, People’s Republic of China
| | - Wenyi Du
- Department of General Surgery, Wuxi Medical Center of Nanjing Medical University, Wuxi, People’s Republic of China
| | - Wei Shen
- Department of General Surgery, Wuxi Medical Center of Nanjing Medical University, Wuxi, People’s Republic of China
| | - Yanfei Zhu
- Department of General Surgery, Wuxi Medical Center of Nanjing Medical University, Wuxi, People’s Republic of China
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Qi F, Gao N, Li J, Zhou C, Jiang J, Zhou B, Guo L, Feng X, Ji J, Cai Q, Yang L, Zhu R, Que X, Wu J, Xi W, Qin W, Zhang J. A multidimensional recommendation framework for identifying biological targets to aid the diagnosis and treatment of liver metastasis in patients with colorectal cancer. Mol Cancer 2024; 23:239. [PMID: 39449040 PMCID: PMC11515508 DOI: 10.1186/s12943-024-02155-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Accepted: 10/11/2024] [Indexed: 10/26/2024] Open
Abstract
The quest to understand the molecular mechanisms of tumour metastasis and identify pivotal biomarkers for cancer therapy is increasing in importance. Single-omics analyses, constrained by their focus on a single biological layer, cannot fully elucidate the complexities of tumour molecular profiles and can thus overlook crucial molecular targets. In response to this limitation, we developed a multiobjective recommendation system (RJH-Metastasis 1.0) anchored in a multiomics knowledge graph to integrate genome, transcriptome, and proteome data and corroborative literature evidence and then conducted comprehensive analyses of colorectal cancer with liver metastasis (CRCLM). A total of 25 key genes significantly associated with CRCLM were recommended by our system, and GNB1, GATAD2A, GBP2, MACROD1, and EIF5B were further highlighted. Specifically, GNB1 presented fewer mutations but elevated RNA transcription and protein expression in CRCLM patients. The role of GNB1 in promoting the malignant behaviours of colon cancer cells was demonstrated via in vitro and in vivo studies. Aberrant expression of GNB1 could be regulated by METTL1-driven m7G modification. METTL1 knockdown decreased m7G modification in the 3' UTR of GNB1, increasing its mRNA transcription and translation during liver metastasis. Furthermore, GNB1 induced the formation of an immunosuppressive microenvironment by promoting the CLEC2C-KLRB1 interaction between memory B cells and KLRB1+PD-1+CD8+ cells. GNB1 expression and the efficacy of PD-1 antibody-based treatment in CRCLM patients were significantly correlated. In summary, our recommendation system can be used for effective exploration of key molecules in colorectal cancer, among which GNB1 was identified as a critical CRCLM promoter and immunotherapy biomarker in colorectal cancer patients.
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Affiliation(s)
- Feng Qi
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, P. R. China.
| | - Na Gao
- Department of Laboratory Medicine, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, 430071, P. R. China
| | - Jia Li
- Department of Thoracic Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 20025, P. R. China
| | - Chenfei Zhou
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, P. R. China
| | - Jinling Jiang
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, P. R. China
| | - Bin Zhou
- Department of Hepatic Surgery IV, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, 200438, P. R. China
| | - Liting Guo
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, P. R. China
| | - Xiaohui Feng
- Department of Oncology, Loujiang New City Hospital of Taicang (Taicang Branch of Ruijin Hospital Affiliated with Shanghai Jiao Tong University School of Medicine), Suzhou, 215400, P. R. China
| | - Jun Ji
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, P. R. China
| | - Qu Cai
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, P. R. China
| | - Liu Yang
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, P. R. China
| | - Rongjia Zhu
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, P. R. China
| | - Xinyi Que
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, P. R. China
| | - Junwei Wu
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, P. R. China
| | - Wenqi Xi
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, P. R. China.
| | - Wenxing Qin
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, P. R. China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, P. R. China.
| | - Jun Zhang
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, P. R. China.
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Xu Z, Xu C, Lu J, He C, Wang X, Zhu D, Wang A, Zhang Z, Jiang C. Cytochrome P450 F3 promotes colorectal cancer via inhibiting NRF2-mediated ferroptosis. Transl Oncol 2024; 48:102077. [PMID: 39106550 PMCID: PMC11357859 DOI: 10.1016/j.tranon.2024.102077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Revised: 06/27/2024] [Accepted: 08/01/2024] [Indexed: 08/09/2024] Open
Abstract
Cytochrome P450 F3 (CYP4F3) is recognized as a disease-associated immune response initiator that is involved in the synthesis of cholesterol, steroids, and lipids. This study identified the upregulation of CYP4F3 expression in colorectal cancer (CRC) and its association with poor patient prognosis through a comparative analysis between CRC tumor tissues with normal tissues from public databases. The overexpression of CYP4F3 in CT26.wt and SW620, promoted cell proliferation and migration, a reduction of cellular oxidative stress, an up-regulation of the oxidative stress-related pathway NRF2, and an inhibition of cellular ferroptosis. Additionally, inhibition of NRF2 activity stimulated cellular ferroptosis when CYP4F3 was overexpressed. Ferroptosis, characterized by iron-dependent lipid peroxidation, is a non-apoptotic way of cell death with a critical role in cancer development. When given a ferroptosis agonist to CYP4F3-overexpression CRC cells, NRF2 was activated, and cell proliferation and migration were reduced. Furthermore, the mice subcutaneously injected with CYP4F3-overexpression CT26.wt cells formed significantly larger tumors compared to the CYP4F3-vector CT26.wt cell group. This study systematically identified an important role of CYP4F3 in CRC development as a regulator of CRC cells to escape ferroptosis via NRF2, highlighting the significance of CYP4F3 as a potential therapeutic target for CRC.
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Affiliation(s)
- Ziyang Xu
- The Department of Surgery, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Yishan Road 600, Shanghai 200233, China
| | - Cheng Xu
- The Department of Anesthesiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Yishan Road 600, Shanghai 200233, China
| | - Jie Lu
- The Department of Anesthesiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Yishan Road 600, Shanghai 200233, China
| | - Chenfeng He
- The Department of Integrative Bioanalytics, Aging and Cancer (IDAC), Institute of Development, Tohoku University, Sendai, Japan
| | - Xinyue Wang
- The Department of Investigative Pathology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Dongfei Zhu
- The Department of Cardiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Aizhong Wang
- The Department of Anesthesiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Yishan Road 600, Shanghai 200233, China.
| | - Zhengyun Zhang
- The Department of Surgery, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Yishan Road 600, Shanghai 200233, China.
| | - Can Jiang
- The Department of Anesthesiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Yishan Road 600, Shanghai 200233, China.
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Andryszkiewicz W, Misiąg P, Karwowska A, Resler Z, Wojno A, Kulbacka J, Szewczyk A, Rembiałkowska N. Cancer Metastases to the Liver: Mechanisms of Tumor Cell Colonization. Pharmaceuticals (Basel) 2024; 17:1251. [PMID: 39338413 PMCID: PMC11434846 DOI: 10.3390/ph17091251] [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: 08/23/2024] [Revised: 09/18/2024] [Accepted: 09/19/2024] [Indexed: 09/30/2024] Open
Abstract
The liver is one of the most common sites for metastasis, which involves the spread from primary tumors to surrounding organs and tissues in the human body. There are a few steps in cancer expansion: invasion, inflammatory processes allowing the hepatic niche to be created, adhesions to ECM, neovascularization, and secretion of enzymes. The spread of tumor cells depends on the microenvironment created by the contribution of many biomolecules, including proteolytic enzymes, cytokines, growth factors, and cell adhesion molecules that enable tumor cells to interact with the microenvironment. Moreover, the microenvironment plays a significant role in tumor growth and expansion. The secreted enzymes help cancer cells facilitate newly formed hepatic niches and promote migration and invasion. Our study discusses pharmacological methods used to prevent liver metastasis by targeting the tumor microenvironment and cancer cell colonization in the liver. We examine randomized studies focusing on median survival duration and median overall survival in patients administered placebo compared with those treated with bevacizumab, ramucirumab, regorafenib, and ziv-aflibercept in addition to current chemotherapy. We also include research on mice and their responses to these medications, which may suppress metastasis progression. Finally, we discuss the significance of non-pharmacological methods, including surgical procedures, radiotherapy, cryotherapy, radiofrequency ablation (RFA), and transarterial embolization (TAE). In conclusion, the given methods can successfully prevent metastases to the liver and prolong the median survival duration and median overall survival in patients suffering from cancer.
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Affiliation(s)
- Wiktoria Andryszkiewicz
- The Students' Research Group, No. 148., Faculty of Medicine, Wroclaw Medical University, Pasteura 1, 50-367 Wroclaw, Poland
| | - Piotr Misiąg
- The Students' Research Group, No. 148., Faculty of Medicine, Wroclaw Medical University, Pasteura 1, 50-367 Wroclaw, Poland
| | - Anna Karwowska
- The Students' Research Group, No. 148., Faculty of Medicine, Wroclaw Medical University, Pasteura 1, 50-367 Wroclaw, Poland
| | - Zofia Resler
- The Students' Research Group, No. 148., Faculty of Medicine, Wroclaw Medical University, Pasteura 1, 50-367 Wroclaw, Poland
| | - Aleksandra Wojno
- The Students' Research Group, No. 148., Faculty of Medicine, Wroclaw Medical University, Pasteura 1, 50-367 Wroclaw, Poland
| | - Julita Kulbacka
- Department of Molecular and Cellular Biology, Faculty of Pharmacy, Wroclaw Medical University, Borowska 211A, 50-556 Wroclaw, Poland
| | - Anna Szewczyk
- Department of Molecular and Cellular Biology, Faculty of Pharmacy, Wroclaw Medical University, Borowska 211A, 50-556 Wroclaw, Poland
| | - Nina Rembiałkowska
- Department of Molecular and Cellular Biology, Faculty of Pharmacy, Wroclaw Medical University, Borowska 211A, 50-556 Wroclaw, Poland
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Yu Z, Li G, Xu W. Rapid detection of liver metastasis risk in colorectal cancer patients through blood test indicators. Front Oncol 2024; 14:1460136. [PMID: 39324006 PMCID: PMC11422013 DOI: 10.3389/fonc.2024.1460136] [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: 07/05/2024] [Accepted: 08/20/2024] [Indexed: 09/27/2024] Open
Abstract
Introduction Colorectal cancer (CRC) is one of the most common malignancies, with liver metastasis being its most common form of metastasis. The diagnosis of colorectal cancer liver metastasis (CRCLM) mainly relies on imaging techniques and puncture biopsy techniques, but there is no simple and quick early diagnosisof CRCLM. Methods This study aims to develop a method for rapidly detecting the risk of liver metastasis in CRC patients through blood test indicators based on machine learning (ML) techniques, thereby improving treatment outcomes. To achieve this, blood test indicators from 246 CRC patients and 256 CRCLM patients were collected and analyzed, including routine blood tests, liver function tests, electrolyte tests, renal function tests, glucose determination, cardiac enzyme profiles, blood lipids, and tumor markers. Six commonly used ML models were used for CRC and CRCLM classification and optimized by using a feature selection strategy. Results The results showed that AdaBoost algorithm can achieve the highest accuracy of 89.3% among the six models, which improved to 91.1% after feature selection strategy, resulting with 20 key markers. Conclusions The results demonstrate that the combination of machine learning techniques with blood markers is feasible and effective for the rapid diagnosis of CRCLM, significantly im-proving diagnostic ac-curacy and patient prognosis.
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Affiliation(s)
- Zhou Yu
- Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, China
| | - Gang Li
- College of Mathematical Medicine, Zhejiang Normal University, Jinhua, China
| | - Wanxiu Xu
- Xingzhi College, Zhejiang Normal University, Jinhua, China
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Hou C, Yang Y, Wang P, Xie H, Jin S, Zhao L, Wu G, Xing H, Chen H, Liu B, Du C, Sun X, He L. CCDC113 promotes colorectal cancer tumorigenesis and metastasis via TGF-β signaling pathway. Cell Death Dis 2024; 15:666. [PMID: 39261464 PMCID: PMC11390942 DOI: 10.1038/s41419-024-07036-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 08/19/2024] [Accepted: 08/27/2024] [Indexed: 09/13/2024]
Abstract
Colorectal cancer (CRC) is the second leading cause of cancer-related mortality worldwide. Although CRC patients' survival is improved with surgical resection and immunotherapy, metastasis and recurrence remain major problems leading to poor prognosis. Therefore, exploring pathogenesis and identifying specific biomarkers are crucial for CRC early diagnosis and targeted therapy. CCDC113, a member of CCDC families, has been reported to play roles in ciliary assembly, ciliary activity, PSCI, asthma and early lung cancer diagnosis. However, the functions of CCDC113 in CRC still remain unclear. In this study, we find that CCDC113 is significantly highly expressed in CRC. High expression of CCDC113 is significantly correlated with CRC patients' poor prognosis. CCDC113 is required for CRC tumorigenesis and metastasis. RNA-seq and TCGA database analysis indicate that CCDC113 is positively correlated with TGF-β signaling pathway. TGF-β signaling pathway inhibitor galunisertib could reverse the increased proliferation and migration ability of CRC cells caused by CCDC113 overexpression in vitro and in vivo. These results indicate that CCDC113 promotes CRC tumorigenesis and metastasis via TGF-β signaling pathway. In conclusion, it is the first time to explore the functions and mechanisms of CCDC113 in CRC tumorigenesis and metastasis. And CCDC113 may be a potential biomarker and therapeutic target for CRC intervention.
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Affiliation(s)
- Chenying Hou
- Tianjian Laboratory of Advanced Biomedical Sciences, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Yanmei Yang
- Tianjian Laboratory of Advanced Biomedical Sciences, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Peiwen Wang
- Department of Oncology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Huimin Xie
- Tianjian Laboratory of Advanced Biomedical Sciences, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Shuiling Jin
- Department of Oncology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Liangbo Zhao
- Tianjian Laboratory of Advanced Biomedical Sciences, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
- School of Life Sciences, Zhengzhou University, Zhengzhou, China
| | - Guanghua Wu
- Tianjian Laboratory of Advanced Biomedical Sciences, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Hao Xing
- Tianjian Laboratory of Advanced Biomedical Sciences, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Hong Chen
- Tianjian Laboratory of Advanced Biomedical Sciences, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Benyu Liu
- Tianjian Laboratory of Advanced Biomedical Sciences, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Chunyan Du
- Laboratory Animal Center, Zhengzhou University, Zhengzhou, China.
| | - Xiao Sun
- Tianjian Laboratory of Advanced Biomedical Sciences, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China.
| | - Luyun He
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China.
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Hess GF, Aegerter NLE, Zeindler J, Vosbeck J, Neuschütz KJ, Müller PC, Muenst S, Däster S, Bolli M, Kollmar O, Soysal SD. Impact of Positive Lymph Nodes after Systematic Perihilar Lymphadenectomy in Colorectal Liver Metastases. J Clin Med 2024; 13:5301. [PMID: 39274514 PMCID: PMC11395892 DOI: 10.3390/jcm13175301] [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: 07/18/2024] [Revised: 08/21/2024] [Accepted: 09/04/2024] [Indexed: 09/16/2024] Open
Abstract
Background: 25 to 50% of patients suffering from colorectal cancer develop liver metastases. The incidence of regional lymph node (LN) metastases within the liver is up to 14%. The need for perihilar lymph node dissection (LND) is still a controversial topic in patients with colorectal liver metastases (CRLM). This study investigates the role of perihilar LND in patients with CRLM. Methods: For this retrospective study, patients undergoing surgery for CRLM at the University Hospital Basel between May 2009 and December 2021 were included. In patients with perihilar LND, LN were stained for CK22 and examined for single tumour cells (<0.2 mm), micro- (0.2-2 mm), and macro-metastases (>2 mm). Results: 112 patients undergoing surgery for CRLM were included. 54 patients underwent LND, 58/112 underwent liver resection only (LR). 3/54 (5.6%) showed perihilar LN metastases in preoperative imaging, and in 10/54 (18.5%), micro-metastases could be proven after CK22 staining. Overall complications were similar in both groups (LND: 46, 85.2%; LR: 48, 79.3%; p = 0.800). The rate of major complications was higher in the LND group (LND: 22, 40.7%; LR: 18, 31%, p = 0.002). Median recurrence-free survival (RFS) (LND: 10 months; LR: 15 months, p = 0.076) and overall survival (OS) were similar (LND: 49 months; LR: 60 months, p = 0.959). Conclusion: Preoperative imaging is not sensitive enough to detect perihilar LN metastases. Perihilar LND enables precise tumour staging by detecting more lymph node metastases, especially through CK22 staining. However, perihilar LND does not influence oncologic outcomes in patients with CRLM.
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Affiliation(s)
- Gabriel F Hess
- Clarunis, University Digestive Health Care Centre Basel, 4002 Basel, Switzerland
| | - Noa L E Aegerter
- Clarunis, University Digestive Health Care Centre Basel, 4002 Basel, Switzerland
| | - Jasmin Zeindler
- Clarunis, University Digestive Health Care Centre Basel, 4002 Basel, Switzerland
| | - Jürg Vosbeck
- Institute of Medical Genetics and Pathology, University Hospital Basel, Schönbeinstrasse 40, 4031 Basel, Switzerland
| | - Kerstin J Neuschütz
- Clarunis, University Digestive Health Care Centre Basel, 4002 Basel, Switzerland
| | - Philip C Müller
- Clarunis, University Digestive Health Care Centre Basel, 4002 Basel, Switzerland
| | - Simone Muenst
- Institute of Medical Genetics and Pathology, University Hospital Basel, Schönbeinstrasse 40, 4031 Basel, Switzerland
| | - Silvio Däster
- Faculty of Medicine, University of Basel, Klingelbergstrasse 61, 4056 Basel, Switzerland
| | - Martin Bolli
- Cantonal Hospital of Lucerne, Spitalstrasse, 6000 Luzern, Switzerland
| | - Otto Kollmar
- Clarunis, University Digestive Health Care Centre Basel, 4002 Basel, Switzerland
| | - Savas D Soysal
- Faculty of Medicine, University of Basel, Klingelbergstrasse 61, 4056 Basel, Switzerland
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Yang Z, Wang X, Fu Y, Wu W, Hu Z, Lin Q, Peng W, Pan Y, Wang J, Chen J, Hu D, Zhou Z, Xu L, Zhang Y, Hou J, Chen M. YTHDF2 in peritumoral hepatocytes mediates chemotherapy-induced antitumor immune responses through CX3CL1-mediated CD8 + T cell recruitment. Mol Cancer 2024; 23:186. [PMID: 39237909 PMCID: PMC11378438 DOI: 10.1186/s12943-024-02097-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 08/21/2024] [Indexed: 09/07/2024] Open
Abstract
Peritumoral hepatocytes are critical components of the liver cancer microenvironment, However, the role of peritumoral hepatocytes in the local tumor immune interface and the underlying molecular mechanisms have not been elucidated. YTHDF2, an RNA N6-methyladenosine (m6A) reader, is critical for liver tumor progression. The function and regulatory roles of YTHDF2 in peritumoral hepatocytes are unknown. This study demonstrated that oxaliplatin (OXA) upregulated m6A modification and YTHDF2 expression in hepatocytes. Studies using tumor-bearing liver-specific Ythdf2 knockout mice revealed that hepatocyte YTHDF2 suppresses liver tumor growth through CD8+ T cell recruitment and activation. Additionally, YTHDF2 mediated the response to immunotherapy. Mechanistically, OXA upregulated YTHDF2 expression by activating the cGAS-STING signaling pathway and consequently enhanced the therapeutic outcomes of immunotherapeutic interventions. Ythdf2 stabilized Cx3cl1 transcripts in an m6A-dependent manner, regulating the interplay between CD8+ T cells and the progression of liver malignancies. Thus, this study elucidated the novel role of hepatocyte YTHDF2, which promotes therapy-induced antitumor immune responses in the liver. The findings of this study provide valuable insights into the mechanism underlying the therapeutic benefits of targeting YTHDF2.
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Affiliation(s)
- Zhenyun Yang
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
| | - Xin Wang
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
| | - Yizhen Fu
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
| | - Weijie Wu
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
| | - Zili Hu
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
| | - Qingyang Lin
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
| | - Wei Peng
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
| | - Yangxun Pan
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
| | - Juncheng Wang
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
| | - Jinbin Chen
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
| | - Dandan Hu
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
| | - Zhongguo Zhou
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
| | - Li Xu
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
| | - Yaojun Zhang
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
| | - Jiajie Hou
- Cancer Centre, Faculty of Health Sciences, University of Macau, Macau, SAR, China.
- MOE Frontier Science Centre for Precision Oncology, University of Macau, Macau, SAR, China.
| | - Minshan Chen
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China.
- Collaborative Innovation Center for Cancer Medicine, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510060, People's Republic of China.
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China.
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Hu M, Yuan L, Zhu J. The Dual Role of NRF2 in Colorectal Cancer: Targeting NRF2 as a Potential Therapeutic Approach. J Inflamm Res 2024; 17:5985-6004. [PMID: 39247839 PMCID: PMC11380863 DOI: 10.2147/jir.s479794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 08/22/2024] [Indexed: 09/10/2024] Open
Abstract
Colorectal cancer (CRC), as the third most common bisexual cancer worldwide, requires urgent research on its underlying mechanisms and intervention methods. NRF2 is an important transcription factor involved in the regulation of redox homeostasis, protein degradation, DNA repair, and other cancer processes, playing an important role in cancer. In recent years, the complex role of NRF2 in CRC has been continuously revealed: on the one hand, it exhibits a chemopreventive effect on cancer by protecting normal cells from oxidative stress, and on the other hand, it also exhibits a protective effect on malignant cells. Therefore, this article explores the dual role of NRF2 and its related signaling pathways in CRC, including their chemical protective properties and promoting effects in the occurrence, development, metastasis, and chemotherapy resistance of CRC. In addition, this article focuses on exploring the regulation of NRF2 in CRC ferroptosis, as well as NRF2 drug modulators (activators and inhibitors) targeting CRC, including natural products, compounds, and traditional Chinese medicine formulations.
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Affiliation(s)
- Mengyun Hu
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, People's Republic of China
| | - Lingling Yuan
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, People's Republic of China
| | - Jie Zhu
- Hospital of Chengdu University of Traditional Chinese Medicine, Oncology Department II, Chengdu, People's Republic of China
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Zhong X, Wang Y, He X, He X, Hu Z, Huang H, Chen J, Chen K, Wei P, Zhao S, Wang Y, Zhang H, Feng B, Li D. HIF1A-AS2 promotes the metabolic reprogramming and progression of colorectal cancer via miR-141-3p/FOXC1 axis. Cell Death Dis 2024; 15:645. [PMID: 39227375 PMCID: PMC11372083 DOI: 10.1038/s41419-024-06958-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 06/30/2024] [Accepted: 07/29/2024] [Indexed: 09/05/2024]
Abstract
lncRNA can regulate tumorigenesis development and distant metastasis of colorectal cancer (CRC). However, the detailed molecular mechanisms are still largely unknown. Using RNA-sequencing data, RT-qPCR, and FISH assay, we found that HIF1A-AS2 was upregulated in CRC tissues and associated with poor prognosis. Functional experiments were performed to determine the roles of HIF1A-AS2 in tumor progression and we found that HIF1A-AS2 can promote the proliferation, metastasis, and aerobic glycolysis of CRC cells. Mechanistically, HIF1A-AS2 can promote FOXC1 expression by sponging miR-141-3p. SP1 can transcriptionally activate HIF1A-AS2. Further, HIF1A-AS2 can be packaged into exosomes and promote the malignant phenotype of recipient tumor cells. Taken together, we discovered that SP1-induced HIF1A-AS2 can promote the metabolic reprogramming and progression of CRC via miR-141-3p/FOXC1 axis. HIF1A-AS2 is a promising diagnostic marker and treatment target in CRC.
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Affiliation(s)
- Xinyang Zhong
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College Fudan University, Shanghai, China
| | - Yaxian Wang
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College Fudan University, Shanghai, China
| | - Xuefeng He
- Cancer Institute, ZJU-UCLA Joint Center for Medical Education and Research, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xinxin He
- Department of Gastrointestinal Surgery, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Zijuan Hu
- Department of Oncology, Shanghai Medical College Fudan University, Shanghai, China
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Cancer Institute, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Pathology, Fudan University, Shanghai, China
| | - Huixia Huang
- Department of Oncology, Shanghai Medical College Fudan University, Shanghai, China
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Cancer Institute, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Pathology, Fudan University, Shanghai, China
| | - Jiayu Chen
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College Fudan University, Shanghai, China
| | - Keji Chen
- Department of Oncology, Shanghai Medical College Fudan University, Shanghai, China
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Cancer Institute, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Pathology, Fudan University, Shanghai, China
| | - Ping Wei
- Department of Oncology, Shanghai Medical College Fudan University, Shanghai, China
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Cancer Institute, Fudan University Shanghai Cancer Center, Shanghai, China
- Institute of Pathology, Fudan University, Shanghai, China
| | - Senlin Zhao
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College Fudan University, Shanghai, China
| | - Yilin Wang
- Department of Oncology, Shanghai Medical College Fudan University, Shanghai, China.
- Department of Hepatic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.
| | - Hong Zhang
- Colorectal Tumor Surgery Ward, Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, China.
| | - Bo Feng
- Department of General Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Dawei Li
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.
- Department of Oncology, Shanghai Medical College Fudan University, Shanghai, China.
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Bakrania A, Mo Y, Zheng G, Bhat M. RNA nanomedicine in liver diseases. Hepatology 2024:01515467-990000000-00569. [PMID: 37725757 DOI: 10.1097/hep.0000000000000606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 09/08/2023] [Indexed: 09/21/2023]
Abstract
The remarkable impact of RNA nanomedicine during the COVID-19 pandemic has demonstrated the expansive therapeutic potential of this field in diverse disease contexts. In recent years, RNA nanomedicine targeting the liver has been paradigm-shifting in the management of metabolic diseases such as hyperoxaluria and amyloidosis. RNA nanomedicine has significant potential in the management of liver diseases, where optimal management would benefit from targeted delivery, doses titrated to liver metabolism, and personalized therapy based on the specific site of interest. In this review, we discuss in-depth the different types of RNA and nanocarriers used for liver targeting along with their specific applications in metabolic dysfunction-associated steatotic liver disease, liver fibrosis, and liver cancers. We further highlight the strategies for cell-specific delivery and future perspectives in this field of research with the emergence of small activating RNA, circular RNA, and RNA base editing approaches.
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Affiliation(s)
- Anita Bakrania
- Department of Medicine, Toronto General Hospital Research Institute, Toronto, Ontario, Canada
- Department of Medicine, Ajmera Transplant Program, University Health Network, Toronto, Ontario, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Yulin Mo
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Gang Zheng
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Mamatha Bhat
- Department of Medicine, Toronto General Hospital Research Institute, Toronto, Ontario, Canada
- Department of Medicine, Ajmera Transplant Program, University Health Network, Toronto, Ontario, Canada
- Department of Medicine, Division of Gastroenterology, University Health Network and University of Toronto, Toronto, Ontario, Canada
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38
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Yao S, Liu X, Feng Y, Li Y, Xiao X, Han Y, Xia S. Unveiling the Role of HGF/c-Met Signaling in Non-Small Cell Lung Cancer Tumor Microenvironment. Int J Mol Sci 2024; 25:9101. [PMID: 39201787 PMCID: PMC11354629 DOI: 10.3390/ijms25169101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2024] [Revised: 08/15/2024] [Accepted: 08/19/2024] [Indexed: 09/03/2024] Open
Abstract
Non-small cell lung cancer (NSCLC) is characterized by several molecular alterations that contribute to its development and progression. These alterations include the epidermal growth factor receptor (EGFR), anaplastic lymphoma kinase (ALK), human epidermal growth factor receptor 2 (HER2), and mesenchymal-epithelial transition factor (c-MET). Among these, the hepatocyte growth factor (HGF)/c-MET signaling pathway plays a crucial role in NSCLC. In spite of this, the involvement of the HGF/c-MET signaling axis in remodeling the tumor microenvironment (TME) remains relatively unexplored. This review explores the biological functions of the HGF/c-MET signaling pathway in both normal and cancerous cells, examining its multifaceted roles in the NSCLC tumor microenvironment, including tumor cell proliferation, migration and invasion, angiogenesis, and immune evasion. Furthermore, we summarize the current progress and clinical applications of MET-targeted therapies in NSCLC and discuss future research directions, such as the development of novel MET inhibitors and the potential of combination immunotherapy.
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Affiliation(s)
| | | | | | | | | | | | - Shu Xia
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; (S.Y.); (X.L.); (Y.F.); (Y.L.); (X.X.); (Y.H.)
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Zhou J, Song Q, Li H, Han Y, Pu Y, Li L, Rong W, Liu X, Wang Z, Sun J, Song Y, Hu X, Zhu G, Zhu H, Yang L, Ge G, Li H, Ji Q. Targeting circ-0034880-enriched tumor extracellular vesicles to impede SPP1 highCD206 + pro-tumor macrophages mediated pre-metastatic niche formation in colorectal cancer liver metastasis. Mol Cancer 2024; 23:168. [PMID: 39164758 PMCID: PMC11334400 DOI: 10.1186/s12943-024-02086-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Accepted: 08/13/2024] [Indexed: 08/22/2024] Open
Abstract
BACKGROUND Information transmission between primary tumor cells and immunocytes or stromal cells in distal organs is a critical factor in the formation of pre-metastatic niche (PMN). Understanding this mechanism is essential for developing effective therapeutic strategy against tumor metastasis. Our study aims to prove the hypothesis that circ-0034880-enriched tumor-derived extracellular vesicles (TEVs) mediate the formation of PMN and colorectal cancer liver metastasis (CRLM), and targeting circ-0034880-enriched TEVs might be an effective therapeutic strategy against PMN formation and CRLM. METHODS We utilized qPCR and FISH to measure circRNAs expression levels in human CRC plasma, primary CRC tissues, and liver metastatic tissues. Additionally, we employed immunofluorescence, RNA sequencing, and in vivo experiments to assess the effect mechanism of circ-0034880-enriched TEVs on PMN formation and CRC metastasis. DARTS, CETSA and computational docking modeling were applied to explore the pharmacological effects of Ginsenoside Rb1 in impeding PMN formation. RESULTS We found that circ-0034880 was highly enriched in plasma extracellular vesicles (EVs) derived from CRC patients and closely associated with CRLM. Functionally, circ-0034880-enriched TEVs entered the liver tissues and were absorbed by macrophages in the liver through bloodstream. Mechanically, TEVs-released circ-0034880 enhanced the activation of SPP1highCD206+ pro-tumor macrophages, reshaping the metastasis-supportive host stromal microenvironment and promoting overt metastasis. Importantly, our mechanistic findings led us to discover that the natural product Ginsenoside Rb1 impeded the activation of SPP1highCD206+ pro-tumor macrophages by reducing circ-0034880 biogenesis, thereby suppressing PMN formation and inhibiting CRLM. CONCLUSIONS Circ-0034880-enriched TEVs facilitate strong interaction between primary tumor cells and SPP1highCD206+ pro-tumor macrophages, promoting PMN formation and CRLM. These findings suggest the potential of using Ginsenoside Rb1 as an alternative therapeutic agent to reshape PMN formation and prevent CRLM.
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Affiliation(s)
- Jing Zhou
- Department of Medical Oncology & Cancer Institute of Integrative Medicine, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
- Liver Disease Department of Integrative Medicine, Ningbo No. 2 Hospital, Ningbo, Zhejiang, 315010, China
| | - Qing Song
- Department of Medical Oncology, Suzhou TCM Hospital Affiliated to Nanjing University of Chinese Medicine, Jiangsu, 215007, China
| | - Haoze Li
- Department of Medical Oncology & Cancer Institute of Integrative Medicine, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Yicun Han
- Department of Medical Oncology & Cancer Institute of Integrative Medicine, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Yunzhou Pu
- Department of Medical Oncology & Cancer Institute of Integrative Medicine, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Ling Li
- Department of Medical Oncology & Cancer Institute of Integrative Medicine, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Wenqing Rong
- Department of Medical Oncology & Cancer Institute of Integrative Medicine, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Xiaodie Liu
- Department of Medical Oncology & Cancer Institute of Integrative Medicine, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Ziyuan Wang
- Department of Pathology, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Jian Sun
- Department of Peripheral Vascular Disease, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Yuqing Song
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Xueyan Hu
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Guanghao Zhu
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Huirong Zhu
- Department of Medical Oncology & Cancer Institute of Integrative Medicine, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Liu Yang
- Department of Oncology, Baoshan Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China.
| | - Guangbo Ge
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China.
| | - Hongshan Li
- Liver Disease Department of Integrative Medicine, Ningbo No. 2 Hospital, Ningbo, Zhejiang, 315010, China.
| | - Qing Ji
- Department of Medical Oncology & Cancer Institute of Integrative Medicine, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China.
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Jia L, Zhao H, Liu J. Meta-analysis of postoperative incision infection risk factors in colorectal cancer surgery. Front Surg 2024; 11:1415357. [PMID: 39193402 PMCID: PMC11347452 DOI: 10.3389/fsurg.2024.1415357] [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: 04/10/2024] [Accepted: 07/09/2024] [Indexed: 08/29/2024] Open
Abstract
Objective To evaluate the risk factors for postoperative incision infection in colorectal cancer, this meta-analysis aimed to identify key variables impacting infection incidence following colorectal cancer surgery. Methods Utilizing a meta-analytical approach, studies published from January 2015 to December 2022 were systematically collected and analyzed through the assessment of factors like body mass index, diabetes, albumin levels, malnutrition, and surgical duration. Results The meta-analysis of eleven high-quality studies revealed that elevated BMI, diabetes, low albumin levels, malnutrition, and extended surgical duration were associated with increased infection risk, while laparoscopic procedures showed potential for risk reduction. Conclusions This study underscores the significance of preoperative risk assessment and management in mitigating postoperative incision infections in colorectal cancer patients. The findings present actionable insights for clinicians to enhance patient prognoses and overall quality of life.
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Affiliation(s)
- Li Jia
- Department of Infection Control, People's Hospital of Dayi County, Chengdu, Sichuan Province, China
| | - Huacai Zhao
- Department of Urology, People's Hospital of Dayi County, Chengdu, Sichuan Province, China
| | - Jia Liu
- Department of Infection Control, Chengdu Fifth People’s Hospital, Chengdu, Sichuan Province, China
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Hua M, Zhai X, Chen Y, Yin D. METTL3-mediated m6A modification of CDCA7 mRNA promotes COAD progression. Pathol Res Pract 2024; 260:155437. [PMID: 38959625 DOI: 10.1016/j.prp.2024.155437] [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: 04/19/2024] [Revised: 06/17/2024] [Accepted: 06/27/2024] [Indexed: 07/05/2024]
Abstract
BACKGROUND Colon adenocarcinoma (COAD) represents a frequent malignant tumor of the digestive system with high mortality and poor prognosis. As a prevalent internal mRNA modification in eukaryotic cells, N6-methyladenosine (m6A) has been reported to participate in tumor malignancy. This study is designed to explore the role and mechanism of Methyltransferase-like 3 (METTL3) in the progression of COAD. METHODS In this research, the GEPIA database was applied to analyze the relationship between COAD and cell division cycle-associated protein 7 (CDCA7) or METTL3. Cell viability, cell cycle progression, apoptosis, migration, and invasion were detected by Cell Counting Kit-8 (CCK-8), flow cytometry, transwell assays. The glycolysis level was detected via specific kits. CDCA7, E-cadherin, N-cadherin, and METTL3 protein levels were determined by western blot assay. The biological role of CDCA7 on COAD tumor growth was examined by the xenograft tumor model in vivo. After RBPsuite analysis, the interaction between METTL3 and CDCA7 was verified by methylated RNA immunoprecipitation (MeRIP). RESULTS METTL3 and CDCA7 were highly expressed in COAD tissues and cells. Furthermore, the silencing of CDCA7 hindered COAD cell proliferation, migration, invasion, glycolysis, EMT, and promoted apoptosis in vitro, as well as retarded tumor growth in vivo. At the molecular level, METTL3 might enhance the stability of CDCA7 mRNA via m6A methylation. CONCLUSION METTL3 contributes to the malignant progression of COAD cells partly by regulating the stability of CDCA7 mRNA, providing a promising therapeutic target for COAD treatment.
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Affiliation(s)
- Mei Hua
- Department of Oncology, Nantong First People's Hospital and Affiliated Hospital 2 of Nantong University, Nantong 226000, China
| | - Xiaolu Zhai
- Department of Oncology, Nantong First People's Hospital and Affiliated Hospital 2 of Nantong University, Nantong 226000, China
| | - Ying Chen
- Department of Oncology, Nantong First People's Hospital and Affiliated Hospital 2 of Nantong University, Nantong 226000, China
| | - Dian Yin
- Department of Oncology, Nantong First People's Hospital and Affiliated Hospital 2 of Nantong University, Nantong 226000, China.
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Tao B, Yi C, Ma Y, Li Y, Zhang B, Geng Y, Chen Z, Ma X, Chen J. A Novel TGF-β-Related Signature for Predicting Prognosis, Tumor Microenvironment, and Therapeutic Response in Colorectal Cancer. Biochem Genet 2024; 62:2999-3029. [PMID: 38062276 DOI: 10.1007/s10528-023-10591-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 11/07/2023] [Indexed: 07/31/2024]
Abstract
The transforming growth factor beta (TGF-β) signaling plays a critical role in immune evasion and tumor progression. However, its modulatory influences on prognosis, tumor microenvironment (TME), and therapeutic efficacy remain unknown in colorectal cancer (CRC). We summarized TGF-β-related genes and comprehensively estimated their expression pattern in 2142 CRC samples from 9 datasets. Two distinct cluster patterns were divided and biological characteristics of each pattern were further analyzed. Then, to quantify the TGF-β cluster pattern of individual CRC patient, we generated the TGF-β score (TGFBscore) model based on TGF-β cluster pattern-relevant differentially expressed genes (DEGs). Subsequently, we conducted correlation analysis for TGFBscore and clinical prognosis, consensus molecular subtypes (CMSs), TME characteristics, liver metastasis, drug response, and immunotherapeutic efficacy in CRC. We illustrated transcriptional and genetic alterations of TGF-β-relevant genes, which were closely linked with carcinogenic pathways. We identified two different TGF-β cluster patterns, characterized by a high and a low TGFBscore. The TGFBscore-high group was significantly linked with worse patient survival, epithelial-mesenchymal transition (EMT) activation, liver metastasis tendency, and the infiltration of immunosuppressive cells (regulatory T cells [Tregs], M2 macrophages, cancer-associated fibroblasts [CAFs], and myeloid-derived suppressor cells [MDSCs]), while the TGFBscore-low group was linked with a survival advantage, epithelial phenotype, early CRC staging, and the infiltration of immune-activated cells (B cell, CD4 T cell, natural killer T [NKT] cell, and T helper 1 [Th1] cell). In terms of predicting drug response, TGFBscore negatively correlated (sensitive to TGFBscore-high group) with drugs targeting PI3K/mTOR, JNK and p38, RTK signaling pathways, and positively correlated (sensitive to TGFBscore-low group) with drugs targeting EGFR signaling pathway. Also, TGFBscore could predict the efficacy of different anti-tumor therapies. TGFBscore-low patients might benefit more from anti-PDL1 immunotherapy, adjuvant chemotherapy (ACT), and ERBB targeted therapy, whereas TGFBscore-high patients might benefit more from antiangiogenic targeted therapy. Our study constructed a novel TGF-β scoring model that could predict prognosis, liver metastasis tendency, and TME characteristics for CRC patients. More importantly, this work emphasizes the potential clinical utility of TGFBscore in evaluating the efficacy of chemotherapy, targeted therapy, and immunotherapy, guiding individualized precision treatment in CRC.
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Affiliation(s)
- Baorui Tao
- Department of General Surgery, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Road, Shanghai, 200040, People's Republic of China
- Cancer Metastasis Institute, Fudan University, Shanghai, People's Republic of China
| | - Chenhe Yi
- Department of General Surgery, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Road, Shanghai, 200040, People's Republic of China
- Cancer Metastasis Institute, Fudan University, Shanghai, People's Republic of China
| | - Yue Ma
- Department of General Surgery, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Road, Shanghai, 200040, People's Republic of China
- Cancer Metastasis Institute, Fudan University, Shanghai, People's Republic of China
| | - Yitong Li
- Department of General Surgery, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Road, Shanghai, 200040, People's Republic of China
- Cancer Metastasis Institute, Fudan University, Shanghai, People's Republic of China
| | - Bo Zhang
- Department of General Surgery, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Road, Shanghai, 200040, People's Republic of China
- Cancer Metastasis Institute, Fudan University, Shanghai, People's Republic of China
| | - Yan Geng
- Department of General Surgery, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Road, Shanghai, 200040, People's Republic of China
- Cancer Metastasis Institute, Fudan University, Shanghai, People's Republic of China
| | - Zhenmei Chen
- Department of General Surgery, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Road, Shanghai, 200040, People's Republic of China
- Cancer Metastasis Institute, Fudan University, Shanghai, People's Republic of China
| | - Xiaochen Ma
- Department of General Surgery, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Road, Shanghai, 200040, People's Republic of China
- Cancer Metastasis Institute, Fudan University, Shanghai, People's Republic of China
| | - Jinhong Chen
- Department of General Surgery, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Road, Shanghai, 200040, People's Republic of China.
- Cancer Metastasis Institute, Fudan University, Shanghai, People's Republic of China.
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Benslimane Y, Amalfi K, Lapin S, Perrino S, Brodt P. Estrogen Receptor Blockade Potentiates Immunotherapy for Liver Metastases by Altering the Liver Immunosuppressive Microenvironment. CANCER RESEARCH COMMUNICATIONS 2024; 4:1963-1977. [PMID: 39007345 PMCID: PMC11306998 DOI: 10.1158/2767-9764.crc-24-0196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Revised: 06/06/2024] [Accepted: 07/11/2024] [Indexed: 07/16/2024]
Abstract
Liver metastases (LM) remain a major cause of cancer-related death and are a major clinical challenge. LM and the female sex are predictors of a poorer response to immunotherapy but the underlying mechanisms remain unclear. We previously reported on a sexual dimorphism in the control of the tumor microenvironment (TME) of colorectal carcinoma liver metastases (CRCLM) and identified estrogen as a regulator of an immunosuppressive TME in the liver. Here we aimed to assess the effect of estrogen deprivation on the cytokine/chemokine profile associated with CRCLM, using a multiplex cytokine array and the RNAscope technology, and its effects on the innate and adaptive immune responses in the liver. We also evaluated the benefit of combining the selective estrogen-receptor degrader Fulvestrant with immune checkpoint blockade for the treatment of CRCLM. We show that estrogen depletion altered the cytokine/chemokine repertoire of the liver, decreased macrophage polarization, as reflected in reduced accumulation of tumor infiltrating M2 macrophages and increased the accumulation of CCL5+/CCR5+ CD8+ T and NKT cells in the liver TME. Similar results were obtained in a murine pancreatic ductal adenocarcinoma model. Importantly, treatment with Fulvestrant also increased the accumulation of CD8+CCL5+, CD8+CCR5+ T and NK cells in the liver TME and enhanced the therapeutic benefit of anti-PD1 immunotherapy, resulting in a significant reduction in the outgrowth of LM. Taken together, our results show that estrogen regulates immune cell recruitment to the liver and suggest that inhibition of estrogen action could potentiate the tumor-inhibitory effect of immunotherapy in hormone-independent and immunotherapy-resistant metastatic cancer. SIGNIFICANCE The immune microenvironment of the liver plays a major role in controlling the expansion of hepatic metastases and is regulated by estrogen. We show that treatment of tumor-bearing mice with an estrogen receptor degrader potentiated an anti-metastatic effect of immunotherapy. Our results provide mechanistic insight into clinical findings and a rationale for evaluating the efficacy of combination anti-estrogen and immunotherapy for prevention and/or treatment of hepatic metastases in female patients.
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Affiliation(s)
- Yasmine Benslimane
- Division of Experimental Medicine, Department of Medicine, McGill University, Montreal, Canada.
- The Research Institute of the McGill University Health Center, Montreal, Canada.
| | - Kevin Amalfi
- Department of Microbiology and Immunology, McGill University, Montreal, Canada.
| | - Sara Lapin
- Department of Microbiology and Immunology, McGill University, Montreal, Canada.
| | - Stephanie Perrino
- The Research Institute of the McGill University Health Center, Montreal, Canada.
| | - Pnina Brodt
- Division of Experimental Medicine, Department of Medicine, McGill University, Montreal, Canada.
- The Research Institute of the McGill University Health Center, Montreal, Canada.
- Department of Surgery, McGill University, Montreal, Canada.
- Department of Oncology, McGill University, Montreal, Canada.
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Jiang Y, Shao T, Zhao M, Xue Y, Zheng X. A network meta-analysis of efficacy and safety for first-line and maintenance therapies in patients with unresectable colorectal liver metastases. Front Pharmacol 2024; 15:1374136. [PMID: 39130637 PMCID: PMC11310042 DOI: 10.3389/fphar.2024.1374136] [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: 04/15/2024] [Accepted: 07/01/2024] [Indexed: 08/13/2024] Open
Abstract
Background: Evidence comparing the efficacy of different treatments for patients with unresectable colorectal liver metastases (CRLM) receiving first-line or maintenance therapy is sparse. We aimed to assess the efficacy and safety of these treatments, with a distinct focus on evaluating first-line and maintenance treatments separately. Methods: We conducted Bayesian network meta-analyses, sourcing English-language randomized controlled trials (RCTs) published through July 2023 from databases including PubMed, Embase, the Cochrane Library, ClinicalTrials.gov, and key conference proceedings. Phase Ⅱ or Ⅲ trials that assessed two or more therapeutic regimens were included. Primary outcome was overall survival (OS). Secondary outcomes included progression-free survival (PFS), objective response rate (ORR), adverse events graded as 3 or above (SAE), and R0 liver resection rate. Hazards Ratios (HRs) and 95% confidence intervals (CI) were used as effect size for OS and PFS, Odds Ratios (ORs) and 95% CI were used for ORR, SAEs and R0 resection rate. Subgroup and sensitive analyses were conducted to analysis the model uncertainty (PROSPERO: CRD42023420498). Results: 56 RCTs were included (50 for first-line treatment, six for maintenance therapies), with a total of 21,323 patients. Regarding first-line, for OS, the top three mechanisms were: local treatment + single-drug chemotherapy (SingleCT), Targeted therapy (TAR)+SingleCT, and TAR + multi-drug chemotherapy (MultiCT). Resection or ablation (R/A)+SingleCT, S1, and Cetuximab + intensified fluorouracil-based combination chemotherapy (ICTFU) were identified as the best treatments. For PFS, the top three mechanisms were: Immune therapy + TAR + MultiCT, multi-targeted therapy (MultiTAR), TAR + SingleCT. The top three treatments were: Atezolizumab + Bevacizumab + fluorouracil-based combination chemotherapy (CTFU), TAS-102+bevacizumab, Bevacizumab + ICTFU. Cetuximab + CTFU was the best choice for RAS/RAF wild-type patients. Regarding maintenance treatment, Bevacizumab + SingleCT and Adavosertib were the best options for OS and PFS, respectively. For safety, MultiCT was the safest, followed by local treatment + MultiCT, TAR + MultiCT caused the most SAEs. Bevacizumab plus chemotherapy was found to be the safest among all targeted combination therapies. Conclusion: In first-line, local treatment or targeted therapsy plus chemotherapy are the best mechanisms. R/A + SingleCT or CTFU performed the best for OS, Atezolizumab + Bevacizumab + ICTFU was the best option regarding PFS. For RAS/RAF wild-type patients, Cetuximab + CTFU was the optimal option. Monotherapy may be preferred choice for maintenance treatment. Combination therapy resulted in more SAEs when compared to standard chemotherapy.
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Affiliation(s)
- Yunlin Jiang
- Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China
- Graduate School of Nanjing University of Chinese Medicine, Nanjing, China
| | - Taihang Shao
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China
| | - Mingye Zhao
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China
| | - Yahong Xue
- Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China
| | - Xueping Zheng
- Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China
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van Luyk ME, Krotenberg Garcia A, Lamprou M, Suijkerbuijk SJE. Cell competition in primary and metastatic colorectal cancer. Oncogenesis 2024; 13:28. [PMID: 39060237 PMCID: PMC11282291 DOI: 10.1038/s41389-024-00530-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 07/05/2024] [Accepted: 07/16/2024] [Indexed: 07/28/2024] Open
Abstract
Adult tissues set the scene for a continuous battle between cells, where a comparison of cellular fitness results in the elimination of weaker "loser" cells. This phenomenon, named cell competition, is beneficial for tissue integrity and homeostasis. In fact, cell competition plays a crucial role in tumor suppression, through elimination of early malignant cells, as part of Epithelial Defense Against Cancer. However, it is increasingly apparent that cell competition doubles as a tumor-promoting mechanism. The comparative nature of cell competition means that mutational background, proliferation rate and polarity all factor in to determine the outcome of these processes. In this review, we explore the intricate and context-dependent involvement of cell competition in homeostasis and regeneration, as well as during initiation and progression of primary and metastasized colorectal cancer. We provide a comprehensive overview of molecular and cellular mechanisms governing cell competition and its parallels with regeneration.
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Affiliation(s)
- Merel Elise van Luyk
- Division of Developmental Biology, Institute of Biodynamics and Biocomplexity, Department of Biology, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Ana Krotenberg Garcia
- Division of Developmental Biology, Institute of Biodynamics and Biocomplexity, Department of Biology, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Maria Lamprou
- Division of Developmental Biology, Institute of Biodynamics and Biocomplexity, Department of Biology, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Saskia Jacoba Elisabeth Suijkerbuijk
- Division of Developmental Biology, Institute of Biodynamics and Biocomplexity, Department of Biology, Faculty of Science, Utrecht University, Utrecht, The Netherlands.
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Verdina A, Garufi A, D’Orazi V, D’Orazi G. HIPK2 in Colon Cancer: A Potential Biomarker for Tumor Progression and Response to Therapies. Int J Mol Sci 2024; 25:7678. [PMID: 39062921 PMCID: PMC11277226 DOI: 10.3390/ijms25147678] [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: 06/24/2024] [Revised: 07/10/2024] [Accepted: 07/11/2024] [Indexed: 07/28/2024] Open
Abstract
Colon cancer, one of the most common and fatal cancers worldwide, is characterized by stepwise accumulation of specific genetic alterations in tumor suppressor genes or oncogenes, leading to tumor growth and metastasis. HIPK2 (homeodomain-interacting protein kinase 2) is a serine/threonine protein kinase and a "bona fide" oncosuppressor protein. Its activation inhibits tumor growth mainly by promoting apoptosis, while its inactivation increases tumorigenicity and resistance to therapies of many different cancer types, including colon cancer. HIPK2 interacts with many molecular pathways by means of its kinase activity or transcriptional co-repressor function modulating cell growth and apoptosis, invasion, angiogenesis, inflammation and hypoxia. HIPK2 has been shown to participate in several molecular pathways involved in colon cancer including p53, Wnt/β-catenin and the newly identified nuclear factor erythroid 2 (NF-E2) p45-related factor 2 (NRF2). HIPK2 also plays a role in tumor-host interaction in the tumor microenvironment (TME) by inducing angiogenesis and cancer-associated fibroblast (CAF) differentiation. The aim of this review is to assess the role of HIPK2 in colon cancer and the underlying molecular pathways for a better understanding of its involvement in colon cancer carcinogenesis and response to therapies, which will likely pave the way for novel colon cancer therapies.
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Affiliation(s)
- Alessandra Verdina
- Unit of Cellular Networks and Molecular Therapeutic Targets, IRCCS Regina Elena National Cancer Institute, 00144 Rome, Italy; (A.V.); (A.G.)
| | - Alessia Garufi
- Unit of Cellular Networks and Molecular Therapeutic Targets, IRCCS Regina Elena National Cancer Institute, 00144 Rome, Italy; (A.V.); (A.G.)
| | - Valerio D’Orazi
- Department of Surgery, Sapienza University, 00185 Rome, Italy;
| | - Gabriella D’Orazi
- Unit of Cellular Networks and Molecular Therapeutic Targets, IRCCS Regina Elena National Cancer Institute, 00144 Rome, Italy; (A.V.); (A.G.)
- Department of Neurosciences, Imaging and Clinical Sciences, University “G. D’Annunzio”, 66013 Chieti, Italy
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Jiang Y, Zhao M, Tang W, Zheng X. Comparison of systemic treatments for previously treated patients with unresectable colorectal liver metastases: a systematic review and network meta-analysis. Front Oncol 2024; 14:1293598. [PMID: 39050571 PMCID: PMC11266080 DOI: 10.3389/fonc.2024.1293598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 06/24/2024] [Indexed: 07/27/2024] Open
Abstract
Background There is limited evidence of comparative results among different treatments for patients with unresectable colorectal liver metastases (CRLM) who have failed at least one line of previous systemic therapy. We aimed to compare the efficacy of systemic treatments among these patients through this investigation. Methods We collected randomized controlled trials (RCTs) reported in English up until July 2023, from databases including PubMed, Embase, Cochrane Library, ClinicalTrials.gov, and prominent conference databases, for this Bayesian network meta-analysis. Phase II or III trials that evaluated at least two therapeutic regimens were included. Primary outcome was overall survival (OS), secondary outcome was progression-free survival (PFS). Hazards ratios (HRs) with 95% confidence intervals (CIs) were used as effect size. Subgroup analysis was performed based on metastatic sites. The current systematic review protocol was registered on PROSPERO (CRD42023420498). Results 30 RCTs were included, with a total of 13,511 patients. Compared to chemotherapy, multi-targeted therapy (HR 0.57, 95% CI 0.37-0.87) and targeted therapy plus chemotherapy (HR 0.78, 95% CI 0.67-0.91) show significant advantages. Targeted therapy (HR 0.92, 95% CI 0.54-1.57) and local treatment plus chemotherapy (HR 1.03, 95% CI 0.85-1.23) had comparable performance. For patients with liver metastases, TAS-102 plus bevacizumab, aflibercept plus fluorouracil-based combination chemotherapy (CTFU), and bevacizumab plus capecitabine-based combination chemotherapy (CTCA) showed the best outcomes in terms of OS. Bevacizumab plus intensified CTFU, bevacizumab plus CTCA, and HAI followed by single-agent chemotherapy (SingleCT) performed the best regarding PFS. For patients with liver-limited metastases, aflibercept plus CTFU is the optimal choice in OS. For PFS, the best options were HAI followed by SingleCT, aflibercept plus CTFU, and panitumumab plus CTFU. For patients with multiple-site metastases, the best treatments were TAS-102 plus bevacizumab, bevacizumab plus CTCA, bevacizumab plus CTFU, and aflibercept plus CTFU. Conclusion Multi-targeted therapy and targeted therapy plus chemotherapy are the best treatment mechanisms. TAS-102 plus bevacizumab is superior in OS, the combination of anti-VEGF drugs like bevacizumab and aflibercept with standard chemotherapy is the preferred option for CRLM patients.
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Affiliation(s)
- Yunlin Jiang
- Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China
- Graduate School of Nanjing University of Chinese Medicine, Nanjing, China
| | - Mingye Zhao
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Wenxi Tang
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Xueping Zheng
- Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Nanjing, China
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Bakkerus L, Subtil B, Bontkes HJ, Gootjes EC, Reijm M, Vullings M, Verrijp K, Bokhorst JM, Woortman C, Nagtegaal ID, Jonker MA, van der Vliet HJ, Verhoef C, Gorris MA, de Vries IJM, de Gruijl TD, Verheul HM, Buffart TE, Tauriello DVF. Exploring immune status in peripheral blood and tumor tissue in association with survival in patients with multi-organ metastatic colorectal cancer. Oncoimmunology 2024; 13:2361971. [PMID: 38868078 PMCID: PMC11168219 DOI: 10.1080/2162402x.2024.2361971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 05/27/2024] [Indexed: 06/14/2024] Open
Abstract
Colorectal cancer (CRC) raises considerable clinical challenges, including a high mortality rate once the tumor spreads to distant sites. At this advanced stage, more accurate prediction of prognosis and treatment outcome is urgently needed. The role of cancer immunity in metastatic CRC (mCRC) is poorly understood. Here, we explore cellular immune cell status in patients with multi-organ mCRC. We analyzed T cell infiltration in primary tumor sections, surveyed the lymphocytic landscape of liver metastases, and assessed circulating mononuclear immune cells. Besides asking whether immune cells are associated with survival at this stage of the disease, we investigated correlations between the different tissue types; as this could indicate a dominant immune phenotype. Taken together, our analyses corroborate previous observations that higher levels of CD8+ T lymphocytes link to better survival outcomes. Our findings therefore extend evidence from earlier stages of CRC to indicate an important role for cancer immunity in disease control even after metastatic spreading to multiple organs. This finding may help to improve predicting outcome of patients with mCRC and suggests a future role for immunotherapeutic strategies.
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Affiliation(s)
- Lotte Bakkerus
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Beatriz Subtil
- Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Hetty J. Bontkes
- Department Laboratory Medicine, LGDO, Section Medical Immunology, Amsterdam, The Netherlands
| | - Elske C. Gootjes
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Martine Reijm
- Department Laboratory Medicine, LGDO, Section Medical Immunology, Amsterdam, The Netherlands
| | - Manon Vullings
- Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Kiek Verrijp
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - John-Melle Bokhorst
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Carmen Woortman
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Iris D. Nagtegaal
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marianne A. Jonker
- Department of IQ Health, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Hans J. van der Vliet
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
| | - Cornelis Verhoef
- Department of Surgery, ErasmusMC Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Mark A.J. Gorris
- Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, The Netherlands
| | - I. Jolanda M. de Vries
- Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Tanja D. de Gruijl
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
| | - Henk M.W. Verheul
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, The Netherlands
| | - Tineke E. Buffart
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
| | - Daniele V. F. Tauriello
- Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, The Netherlands
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Singla S, Jena G. Studies on the mechanism of local and extra-intestinal tissue manifestations in AOM-DSS-induced carcinogenesis in BALB/c mice: role of PARP-1, NLRP3, and autophagy. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024; 397:4321-4337. [PMID: 38091080 DOI: 10.1007/s00210-023-02878-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 11/28/2023] [Indexed: 05/23/2024]
Abstract
Colitis-associated colorectal cancer (CACC) is one of the devastating complications of long-term inflammatory bowel disease and is associated with substantial morbidity and mortality. Combination of azoxymethane (AOM) and dextran sulfate sodium (DSS) has been extensively used for inflammation-mediated colon tumor development due to its reproducibility, potency, histological and molecular changes, and resemblance to human CACC. In the tumor microenvironment and extra-intestinal tissues, PARP-1, NLRP3 inflammasome, and autophagy's biological functions are complicated and encompass intricate interactions between these molecular components. The focus of the present investigation is to determine the colonic and extra-intestinal tissue damage induced by AOM-DSS and related molecular mechanisms. Azoxymethane (10 mg/kg, i.p.; single injection) followed by DSS (3 cycles, 7 days per cycle) over a period of 10 weeks induced colitis-associated colon cancer in male BALB/c mice. By initiating carcinogenesis with a single injection of azoxymethane (AOM) and then establishing inflammation with dextran sulfate sodium (DSS), a two-stage murine model for CACC was developed. Biochemical parameters, ELISA, histopathological and immunohistochemical analysis, and western blotting have been performed to evaluate the colonic, hepatic, testicular and pancreatic damage. In addition, the AOM/DSS-induced damage has been assessed by analyzing the expression of a variety of molecular targets, including proliferating cell nuclear antigen (PCNA), interleukin-10 (IL-10), AMP-activated protein kinase (AMPK), poly (ADP-ribose) polymerase-1 (PARP-1), cysteine-associated protein kinase-1 (caspase-1), NLR family pyrin domain containing 3 (NLRP3), beclin-1, and interleukin-1β (IL-1β). Present findings revealed that AOM/DSS developed tumors in colon tissue followed by extra-intestinal hepatic, testicular, and pancreatic damages.
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Affiliation(s)
- Shivani Singla
- Facility for Risk Assessment and Intervention Studies, Dept. of Pharmacology and Toxicology, National Institute of Pharmaceutical Education and Research, S.A.S, Nagar, Punjab, 160062, India
| | - Gopabandhu Jena
- Facility for Risk Assessment and Intervention Studies, Dept. of Pharmacology and Toxicology, National Institute of Pharmaceutical Education and Research, S.A.S, Nagar, Punjab, 160062, India.
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Tang XL, Xu ZY, Guan J, Yao J, Tang XL, Zhou ZQ, Zhang ZY. Establishment of a neutrophil extracellular trap-related prognostic signature for colorectal cancer liver metastasis and expression validation of CYP4F3. Clin Exp Med 2024; 24:112. [PMID: 38795162 PMCID: PMC11127854 DOI: 10.1007/s10238-024-01378-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 05/13/2024] [Indexed: 05/27/2024]
Abstract
Liver metastasis stands as the primary contributor to mortality among patients diagnosed with colorectal cancer (CRC). Neutrophil extracellular traps (NETs) emerge as pivotal players in the progression and metastasis of cancer, showcasing promise as prognostic biomarkers. Our objective is to formulate a predictive model grounded in genes associated with neutrophil extracellular traps and identify novel therapeutic targets for combating CRLM. We sourced gene expression profiles from the Gene Expression Omnibus (GEO) database. Neutrophil extracellular trap-related gene set was obtained from relevant literature and cross-referenced with the GEO datasets. Differentially expressed genes (DEGs) were identified through screening via the least absolute shrinkage and selection operator regression and random forest modeling, leading to the establishment of a nomogram and subtype analysis. Subsequently, a thorough analysis of the characteristic gene CYP4F3 was undertaken, and our findings were corroborated through immunohistochemical staining. We identified seven DEGs (ATG7, CTSG, CYP4F3, F3, IL1B, PDE4B, and TNF) and established nomograms for the occurrence and prognosis of CRLM. CYP4F3 is highly expressed in CRC and colorectal liver metastasis (CRLM), exhibiting a negative correlation with CRLM prognosis. It may serve as a potential therapeutic target for CRLM. A novel prognostic signature related to NETs has been developed, with CYP4F3 identified as a risk factor and potential target for CRLM.
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Affiliation(s)
- Xiao-Li Tang
- Department of Surgery, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China
| | - Zi-Yang Xu
- Department of Surgery, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China
| | - Jiao Guan
- Department of Surgery, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China
| | - Jing Yao
- Department of Surgery, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China
| | - Xiao-Long Tang
- Department of General Surgery, Shanghai Eighth People's Hospital, 8 Caobao Road, Shanghai, 200235, China.
| | - Zun-Qiang Zhou
- Department of Surgery, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China.
| | - Zheng-Yun Zhang
- Department of Surgery, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China.
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