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He R, Qi P, Shu L, Ding Y, Zeng P, Wen G, Xiong Y, Deng H. Dysbiosis and extraintestinal cancers. J Exp Clin Cancer Res 2025; 44:44. [PMID: 39915884 PMCID: PMC11804008 DOI: 10.1186/s13046-025-03313-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 01/31/2025] [Indexed: 02/09/2025] Open
Abstract
The gut microbiota plays a crucial role in safeguarding host health and driving the progression of intestinal diseases. Despite recent advances in the remarkable correlation between dysbiosis and extraintestinal cancers, the underlying mechanisms are yet to be fully elucidated. Pathogenic microbiota, along with their metabolites, can undermine the integrity of the gut barrier through inflammatory or metabolic pathways, leading to increased permeability and the translocation of pathogens. The dissemination of pathogens through the circulation may contribute to the establishment of an immune-suppressive environment that promotes carcinogenesis in extraintestinal organs either directly or indirectly. The oncogenic cascade always engages in the disruption of hormonal regulation and inflammatory responses, the induction of genomic instability and mutations, and the dysregulation of adult stem cell proliferation. This review aims to comprehensively summarize the existing evidence that points to the potential role of dysbiosis in the malignant transformation of extraintestinal organs such as the liver, breast, lung, and pancreas. Additionally, we delve into the limitations inherent in current methodologies, particularly the challenges associated with differentiating low loads gut-derived microbiome within tumors from potential sample contamination or symbiotic microorganisms. Although still controversial, an understanding of the contribution of translocated intestinal microbiota and their metabolites to the pathological continuum from chronic inflammation to tumors could offer a novel foundation for the development of targeted therapeutics.
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Affiliation(s)
- Ruishan He
- The MOE Basic Research and Innovation Center for the Targeted Therapeutics of Solid Tumors, Affiliated Rehabilitation Hospital, Jiangxi Medical College, Nanchang University, No. 133 South Guangchang Road, Nanchang, Jiangxi Province, 330003, China
| | - Pingqian Qi
- The MOE Basic Research and Innovation Center for the Targeted Therapeutics of Solid Tumors, Affiliated Rehabilitation Hospital, Jiangxi Medical College, Nanchang University, No. 133 South Guangchang Road, Nanchang, Jiangxi Province, 330003, China
| | - Linzhen Shu
- The MOE Basic Research and Innovation Center for the Targeted Therapeutics of Solid Tumors, Affiliated Rehabilitation Hospital, Jiangxi Medical College, Nanchang University, No. 133 South Guangchang Road, Nanchang, Jiangxi Province, 330003, China
| | - Yidan Ding
- The MOE Basic Research and Innovation Center for the Targeted Therapeutics of Solid Tumors, Affiliated Rehabilitation Hospital, Jiangxi Medical College, Nanchang University, No. 133 South Guangchang Road, Nanchang, Jiangxi Province, 330003, China
| | - Peng Zeng
- Department of Breast Surgery, Jiangxi Armed Police Corps Hospital, Nanchang, China
| | - Guosheng Wen
- The MOE Basic Research and Innovation Center for the Targeted Therapeutics of Solid Tumors, Affiliated Rehabilitation Hospital, Jiangxi Medical College, Nanchang University, No. 133 South Guangchang Road, Nanchang, Jiangxi Province, 330003, China
| | - Ying Xiong
- Department of General Medicine, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330031, Jiangxi, China
| | - Huan Deng
- The MOE Basic Research and Innovation Center for the Targeted Therapeutics of Solid Tumors, Affiliated Rehabilitation Hospital, Jiangxi Medical College, Nanchang University, No. 133 South Guangchang Road, Nanchang, Jiangxi Province, 330003, China.
- Tumor Immunology Institute, Nanchang University, Nanchang, 330006, Jiangxi, China.
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Yu W, Sun S, Yan Y, Zhou H, Liu Z, Fu Q. The role of short-chain fatty acid in metabolic syndrome and its complications: focusing on immunity and inflammation. Front Immunol 2025; 16:1519925. [PMID: 39991152 PMCID: PMC11842938 DOI: 10.3389/fimmu.2025.1519925] [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: 10/30/2024] [Accepted: 01/09/2025] [Indexed: 02/25/2025] Open
Abstract
Metabolic syndrome (Mets) is an important contributor to morbidity and mortality in cardiovascular, liver, neurological, and reproductive diseases. Short-chain fatty acid (SCFA), an organismal energy donor, has recently been demonstrated in an increasing number of studies to be an important molecule in ameliorating immuno-inflammation, an important causative factor of Mets, and to improve lipid distribution, blood glucose, and body weight levels in animal models of Mets. This study reviews recent research advances on SCFA in Mets from an immune-inflammatory perspective, including complications dominated by chronic inflammation, as well as the fact that these findings also contribute to the understanding of the specific mechanisms by which gut flora metabolites contribute to metabolic processes in humans. This review proposes an emerging role for SCFA in the inflammatory Mets, followed by the identification of major ambiguities to further understand the anti-inflammatory potential of this substance in Mets. In addition, this study proposes novel strategies to modulate SCFA for the treatment of Mets that may help to mitigate the prognosis of Mets and its complications.
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Affiliation(s)
- Wenqian Yu
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
- First Clinical Medical College, Beijing University of Chinese Medicine, Beijing, China
| | - Siyuan Sun
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
- First Clinical Medical College, Beijing University of Chinese Medicine, Beijing, China
| | - Yutong Yan
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
- First Clinical Medical College, Beijing University of Chinese Medicine, Beijing, China
| | - Hong Zhou
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
- First Clinical Medical College, Beijing University of Chinese Medicine, Beijing, China
| | - Ziyi Liu
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
- First Clinical Medical College, Beijing University of Chinese Medicine, Beijing, China
| | - Qiang Fu
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
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Amisaki M, Zebboudj A, Yano H, Zhang SL, Payne G, Chandra AK, Yu R, Guasp P, Sethna ZM, Ohmoto A, Rojas LA, Cheng C, Waters T, Solovyov A, Martis S, Doane AS, Reiche C, Bruno EM, Milighetti M, Soares K, Odgerel Z, Moral JA, Zhao JN, Gönen M, Gardner R, Tumanov AV, Khan AG, Vergnolle O, Nyakatura EK, Lorenz IC, Baca M, Patterson E, Greenbaum B, Artis D, Merghoub T, Balachandran VP. IL-33-activated ILC2s induce tertiary lymphoid structures in pancreatic cancer. Nature 2025; 638:1076-1084. [PMID: 39814891 PMCID: PMC11864983 DOI: 10.1038/s41586-024-08426-5] [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: 10/25/2021] [Accepted: 11/19/2024] [Indexed: 01/18/2025]
Abstract
Tertiary lymphoid structures (TLSs) are de novo ectopic lymphoid aggregates that regulate immunity in chronically inflamed tissues, including tumours. Although TLSs form due to inflammation-triggered activation of the lymphotoxin (LT)-LTβ receptor (LTβR) pathway1, the inflammatory signals and cells that induce TLSs remain incompletely identified. Here we show that interleukin-33 (IL-33), the alarmin released by inflamed tissues2, induces TLSs. In mice, Il33 deficiency severely attenuates inflammation- and LTβR-activation-induced TLSs in models of colitis and pancreatic ductal adenocarcinoma (PDAC). In PDAC, the alarmin domain of IL-33 activates group 2 innate lymphoid cells (ILC2s) expressing LT that engage putative LTβR+ myeloid organizer cells to initiate tertiary lymphoneogenesis. Notably, lymphoneogenic ILC2s migrate to PDACs from the gut, can be mobilized to PDACs in different tissues and are modulated by gut microbiota. Furthermore, we detect putative lymphoneogenic ILC2s and IL-33-expressing cells within TLSs in human PDAC that correlate with improved prognosis. To harness this lymphoneogenic pathway for immunotherapy, we engineer a recombinant human IL-33 protein that expands intratumoural lymphoneogenic ILC2s and TLSs and demonstrates enhanced anti-tumour activity in PDAC mice. In summary, we identify the molecules and cells of a druggable pathway that induces inflammation-triggered TLSs. More broadly, we reveal a lymphoneogenic function for alarmins and ILC2s.
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Affiliation(s)
- Masataka Amisaki
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Abderezak Zebboudj
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Hiroshi Yano
- Jill Roberts Institute for Research in Inflammatory Bowel Disease, Weill Cornell Medicine, New York, NY, USA
- Friedman Center for Nutrition and Inflammation, Weill Cornell Medicine, Cornell University, New York, NY, USA
- Allen Discovery Center for Neuroimmune Interactions, New York, NY, USA
- Joan and Sanford I. Weill Department of Medicine, Division of Gastroenterology and Hepatology, Weill Cornell Medicine, Cornell University, New York, NY, USA
- Department of Microbiology and Immunology, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Siqi Linsey Zhang
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - George Payne
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Adrienne Kaya Chandra
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rebecca Yu
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Pablo Guasp
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Zachary M Sethna
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Computational Oncology Service, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Akihiro Ohmoto
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Luis A Rojas
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Charlotte Cheng
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Theresa Waters
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Alexander Solovyov
- Computational Oncology Service, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Stephen Martis
- Computational Oncology Service, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ashley S Doane
- Computational Oncology Service, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Charlotte Reiche
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Emmanuel M Bruno
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Martina Milighetti
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Computational Oncology Service, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kevin Soares
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Zagaa Odgerel
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - John Alec Moral
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Julia N Zhao
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mithat Gönen
- Department of Biostatistics & Epidemiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rui Gardner
- Flow Cytometry Core Facility, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Alexei V Tumanov
- Department of Microbiology, Immunology & Molecular Genetics, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Abdul G Khan
- Tri-Institutional Therapeutics Discovery Institute, New York, NY, USA
| | - Olivia Vergnolle
- Tri-Institutional Therapeutics Discovery Institute, New York, NY, USA
| | | | - Ivo C Lorenz
- Tri-Institutional Therapeutics Discovery Institute, New York, NY, USA
| | - Manuel Baca
- Tri-Institutional Therapeutics Discovery Institute, New York, NY, USA
| | - Erin Patterson
- The Olayan Center for Cancer Vaccines, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Benjamin Greenbaum
- Computational Oncology Service, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Biostatistics & Epidemiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- The Olayan Center for Cancer Vaccines, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Physiology, Biophysics & Systems Biology, Weill Cornell Medicine, Weill Cornell Medical College, New York, NY, USA
| | - David Artis
- Jill Roberts Institute for Research in Inflammatory Bowel Disease, Weill Cornell Medicine, New York, NY, USA
- Friedman Center for Nutrition and Inflammation, Weill Cornell Medicine, Cornell University, New York, NY, USA
- Allen Discovery Center for Neuroimmune Interactions, New York, NY, USA
- Joan and Sanford I. Weill Department of Medicine, Division of Gastroenterology and Hepatology, Weill Cornell Medicine, Cornell University, New York, NY, USA
- Department of Microbiology and Immunology, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Taha Merghoub
- Sandra and Edward Meyer Cancer Center, Weill Cornell Medicine, Weill Cornell Medical College, New York, NY, USA
- Parker Institute for Cancer Immunotherapy, Weill Cornell Medicine, New York, NY, USA
- Swim Across America and Ludwig Collaborative Laboratory, Department of Pharmacology, Weill Cornell Medicine, New York, NY, USA
| | - Vinod P Balachandran
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- The Olayan Center for Cancer Vaccines, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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Jiang SS, Kang ZR, Chen YX, Fang JY. The gut microbiome modulate response to immunotherapy in cancer. SCIENCE CHINA. LIFE SCIENCES 2025; 68:381-396. [PMID: 39235561 DOI: 10.1007/s11427-023-2634-7] [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: 04/14/2024] [Accepted: 06/05/2024] [Indexed: 09/06/2024]
Abstract
Gut microbiota have been reported to play an important role in the occurrence and development of malignant tumors. Currently, clinical studies have identified specific gut microbiota and its metabolites associated with efficacy of immunotherapy in multiple types of cancers. Preclinical investigations have elucidated that gut microbiota modulate the antitumor immunity and affect the efficacy of cancer immunotherapy. Certain microbiota and its metabolites may favorably remodel the tumor microenvironment by engaging innate and/or adaptive immune cells. Understanding how the gut microbiome interacts with cancer immunotherapy opens new avenues for improving treatment strategies. Fecal microbial transplants, probiotics, dietary interventions, and other strategies targeting the microbiota have shown promise in preclinical studies to enhance the immunotherapy. Ongoing clinical trials are evaluating these approaches. This review presents the recent advancements in understanding the dynamic interplay among the host immunity, the microbiome, and cancer immunotherapy, as well as strategies for modulating the microbiome, with a view to translating into clinical applications.
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Affiliation(s)
- Shan-Shan Jiang
- Division of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200001, China
| | - Zi-Ran Kang
- Division of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200001, China
| | - Ying-Xuan Chen
- Division of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200001, China
| | - Jing-Yuan Fang
- Division of Gastroenterology and Hepatology, Shanghai Institute of Digestive Disease, NHC Key Laboratory of Digestive Diseases, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200001, China.
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Dravillas C, Williams N, Husain M, Hoyd R, Hussein A, Meara A, Lynn M, Bibi A, Conrad B, Lepola N, Gray S, Bodnar M, Arya N, Roberts S, Hoang P, Apparicio J, Merrill D, Wu R, Verschraegen C, Burd CE, Kendra K, Spakowicz D. The Association of the Microbiome with Melanoma Tumor Response to Immune Checkpoint Inhibitor Treatment and Immune-Related Adverse Events (NCT05102773). MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.01.30.25321413. [PMID: 39974142 PMCID: PMC11838642 DOI: 10.1101/2025.01.30.25321413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Improved understanding of the factors that underlie immune checkpoint inhibitor (ICI) response and toxicity are needed as only half of patients with metastatic melanoma respond, and 10-40% experience immune-related adverse events (irAEs). Modifying the gut microbiome could positively affect response to ICIs and reduce toxicities. Here, we sought to determine if the pre-treatment gut microbiome predicts ICI response or toxicity in the setting of metastatic melanoma. Melanoma patients (n=88) over 18 years of age, planning to receive ICI therapy enrolled in a prospective observational cohort study at The Ohio State University Comprehensive Cancer Center Skin Cancer Clinic. Patients taking corticosteroids for indications other than adrenal physiologic replacement were excluded. Stools were collected at baseline, within 10 days of an irAE as determined by CTCAE v 5.0 criteria, and at 12 weeks. ICI response and progression-free survival (PFS) were evaluated q12 weeks using Response Evaluation Criteria in Solid Tumors (RECIST v1.1). Metagenomic whole-genome shotgun sequencing of the microbiome was classified using MetaPhlAn4/HUMAnN3 and differential abundance analyzed with ANCOM-BC2. Of the 88 patients enrolled, 41 had metastatic disease and complete data. There were 25 participants classified as responders, defined as having complete response or partial response according to RECIST criteria, or stable disease with 6-month PFS. Grade ≥ 1 irAEs were observed in 15/41 participants. The abundance of Intestinimonas butyriciproducens (q-value = 0.002) and Longicatena caecimuris (q-value = 0.003) were enriched in responders, Tenericutes (q-value= 0.001) and Lachnospira sp. NSJ 43 (q-value =0.002) in non-responders. Blautia luti, as well as several other Lachnospiraceae, were associated with response and no irAE (response q-value = 0.02, no irAE q-value = 0.02). The association of response to ICIs with several taxa in the family Lachnospiraceae, a prevalent microbial family in the gut, is consistent with prior research, which has found that this family may influence treatment outcomes through various mechanisms, such as immune regulation, metabolism, and pathogen exclusion. While no statistical relationship was observed between response and irAEs in this cohort, the microbes associated with both could serve as biomarkers. Future studies to assign causal roles for (specific microbes) in response and toxicity could identify mechanisms to improve patient outcomes.
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Affiliation(s)
- Caroline Dravillas
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA
| | - Nyelia Williams
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA
| | - Marium Husain
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA
| | - Rebecca Hoyd
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA
| | - Ahmed Hussein
- The Ohio State University College of Medicine; Columbus, OH, USA
| | - Alexa Meara
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA
| | - Mari Lynn
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA
| | - Amna Bibi
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA
| | - Bailey Conrad
- The Ohio State University College of Medicine; Columbus, OH, USA
| | - Noah Lepola
- Department of Molecular Genetics, The Ohio State University; Columbus, OH, USA
| | - Shannon Gray
- Department of Cancer Biology and Genetics, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA
| | - Michael Bodnar
- Department of Cancer Biology and Genetics, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA
| | - Namrata Arya
- Department of Cancer Biology and Genetics, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA
| | - Scott Roberts
- The Ohio State University Wexner Medical Center; Columbus, OH, USA
| | - Phuong Hoang
- The Ohio State University Wexner Medical Center; Columbus, OH, USA
| | | | - Deanna Merrill
- The Ohio State University Wexner Medical Center; Columbus, OH, USA
| | - Richard Wu
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA
| | - Claire Verschraegen
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA
| | - Christin E Burd
- Department of Molecular Genetics, The Ohio State University; Columbus, OH, USA
- Department of Cancer Biology and Genetics, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA
| | - Kari Kendra
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA
| | - Dan Spakowicz
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA
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Xu R, Wan M, Pan J, Mei J, Zhou J, Shen Y, Yang J, Zhu Y, Sun J. Formin protein DAAM1 positively regulates PD-L1 expression via mediating the JAK1/STAT1 axis in pancreatic cancer. Cancer Cell Int 2025; 25:28. [PMID: 39881344 PMCID: PMC11776260 DOI: 10.1186/s12935-024-03631-8] [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: 08/04/2024] [Accepted: 12/31/2024] [Indexed: 01/31/2025] Open
Abstract
BACKGROUND Dishevelled-associated activator of morphogenesis1 (DAAM1) is a member of the evolutionarily conserved Formin family and plays a significant role in the malignant progression of various human cancers. This study aims to explore the clinical and biological significance of DAAM1 in pancreatic cancer. METHODS Multiple public datasets and an in-house cohort were utilized to assess the clinical relevance of DAAM1 in pancreatic cancer. The LinkedOmics platform was employed to perform enrichment analysis of DAAM1-associated molecular pathways in pancreatic cancer. Subsequently, a series of in vitro and in vivo experiments were conducted to evaluate the biological roles of DAAM1 in pancreatic cancer cells and its effects on intratumoral T cells. RESULTS DAAM1 was found to be upregulated in pancreatic cancer tissues, with higher expression levels observed in tumor cells. Additionally, high expression of DAAM1 was associated with poor prognosis. DAAM1 acted as an oncogene in pancreatic cancer, and its inhibition suppressed tumor cell proliferation, migration, and invasion, while promoted apoptosis. Furthermore, DAAM1 was involved in the JAK1/STAT1 signaling pathway and regulated PD-L1 expression in pancreatic cancer cells. The inhibition of DAAM1 also significantly reduced the exhaustion levels of CD8+ T cells. CONCLUSION In conclusion, DAAM1 functions as an oncogene and is immunologically implicated in pancreatic cancer, these findings suggest that DAAM1 may serve as a promising therapeutic target for the clinical management of pancreatic cancer.
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Affiliation(s)
- Rui Xu
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
- The First Clinical Medicine College, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Mengyun Wan
- Department of Physiology, School of Basic Medical Sciences, Nanjing Medical University, Nanjing, 211166, China
| | - Jiadong Pan
- Departments of Gastroenterology, The Third People's Hospital of Kunshan, Suzhou, 215300, China
| | - Jie Mei
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
- The First Clinical Medicine College, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Ji Zhou
- Department of Physiology, School of Basic Medical Sciences, Nanjing Medical University, Nanjing, 211166, China
| | - Yan Shen
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
- The First Clinical Medicine College, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Jiayue Yang
- Departments of Endocrinology, The Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi Medical Center, Nanjing Medical University, Wuxi, Jiangsu, China.
| | - Yichao Zhu
- Department of Physiology, School of Basic Medical Sciences, Nanjing Medical University, Nanjing, 211166, China.
- Department of General Surgery, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou, Jiangsu, China.
| | - Jing Sun
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
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Yang P, Liang G, Ni Y, Chu X, Zhang X, Wang Z, Khan A, Jin F, Shen H, Li M, Xu Z. Investigating the role of intratumoral Streptococcus mitis in gastric cancer progression: insights into tumor microenvironment. J Transl Med 2025; 23:126. [PMID: 39875915 PMCID: PMC11773703 DOI: 10.1186/s12967-025-06142-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Accepted: 12/18/2024] [Indexed: 01/30/2025] Open
Abstract
Growing evidence implicates that intratumoral microbiota are closely linked to cancer progression; however, research on the role of these microbiota in the development of gastric cancer remains limited. Here, using 16 S rRNA sequencing, tumor tissue proteomics and serum cytokines analysis, we identified enrichment of specific microbial communities within tumors of gastric cancer patients, possibly affecting the tumor microenvironment by immune modulation, metabolic processes, and inflammatory responses. Based on the results of in vivo experiments and intratumoral microbiota analysis, we found that Streptococcus mitis can inhibit gastric cancer progression via suppressing M2 macrophage polarization and infiltration, as well as altering the intratumoral microbial community. In summary, our findings suggest that the intratumoral microbiota, exemplified by Streptococcus mites, may be involved in regulating the progression of gastric cancer, thereby emerging as potential therapeutic targets for this disease.
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Affiliation(s)
- Ping Yang
- Department of Clinical Laboratory, Nanjing Drum Tower Hospital Clinical College of Xuzhou Medical University, Nanjing, 210008, China
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Physiology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, School of Life Sciences, NJU Advanced Institute of Life Sciences (NAILS), Nanjing University, Nanjing, 210008, Jiangsu, P. R. China
| | - Gaoli Liang
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Physiology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, School of Life Sciences, NJU Advanced Institute of Life Sciences (NAILS), Nanjing University, Nanjing, 210008, Jiangsu, P. R. China
| | - Yangyue Ni
- Department of Pathogen Biology, Key Laboratory for Pathogen Infection and Control of Jiangsu Province, Nanjing Medical University, Nanjing, 211166, Jiangsu, P.R. China
| | - Xiaojie Chu
- Department of Clinical Laboratory, Nanjing Drum Tower Hospital Clinical College of Xuzhou Medical University, Nanjing, 210008, China
| | - Xiaoshan Zhang
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Physiology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, School of Life Sciences, NJU Advanced Institute of Life Sciences (NAILS), Nanjing University, Nanjing, 210008, Jiangsu, P. R. China
| | - Zhongyu Wang
- Department of Clinical Laboratory, Nanjing Drum Tower Hospital Clinical College of Xuzhou Medical University, Nanjing, 210008, China
| | - Adeel Khan
- Department of Biotechnology, University of Science and Technology Bannu, Bannu, 28100, KP, Pakistan
| | - Fangfang Jin
- School of Medicine & Holistic Integrative Medicine, Nanjing University of Chinese Medicine, Nanjing, 210023, P. R. China.
| | - Han Shen
- Department of Clinical Laboratory, Nanjing Drum Tower Hospital Clinical College of Xuzhou Medical University, Nanjing, 210008, China.
| | - Miao Li
- Department of Clinical Laboratory, Nanjing Drum Tower Hospital Clinical College of Xuzhou Medical University, Nanjing, 210008, China.
| | - Zhipeng Xu
- Department of Pathogen Biology, Key Laboratory for Pathogen Infection and Control of Jiangsu Province, Nanjing Medical University, Nanjing, 211166, Jiangsu, P.R. China.
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Shimosaka M, Kondo J, Sonoda M, Kawaguchi R, Noda E, Nishikori K, Ogata A, Takamatsu S, Sasai K, Akita H, Eguchi H, Kamada Y, Okamoto S, Miyoshi E. Invasion of pancreatic ductal epithelial cells by Enterococcus faecalis is mediated by fibronectin and enterococcal fibronectin-binding protein A. Sci Rep 2025; 15:2585. [PMID: 39833342 PMCID: PMC11747100 DOI: 10.1038/s41598-025-86531-9] [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: 09/05/2024] [Accepted: 01/13/2025] [Indexed: 01/22/2025] Open
Abstract
The poor prognosis of pancreatic cancer is often attributed to difficulties of early detection due to a lack of appropriate risk factors. Previously, we demonstrated the presence of Enterococcus faecalis (E. faecalis) in pancreatic juice and tissues obtained from patients with cancers of the duodeno-pancreato-biliary region, suggesting the possible involvement of this bacterial species in chronic and malignant pancreatic diseases. However, it remains unclear if and how E. faecalis can infect pancreatic ductal cells. In this study, we used immortalized normal human pancreatic ductal epithelial cells (iPDECs) and pancreatic ductal cancer cell lines to demonstrate that E. faecalis adheres to and invades pancreatic ductal lineage epithelial cells. Inhibitors of micropinocytosis or clathrin- or caveolae-mediated endocytosis suppressed iPDEC invasion by E. faecalis. Mechanistically, bacterial expression of enterococcal fibronectin-binding protein A (EfbA) was correlated with adhesive potential of E. faecalis strains. Knockout of fibronectin 1, a binding partner of EfbA, in iPDECs resulted in suppressed E. faecalis adhesion and invasion, suggesting the importance of the EfbA-fibronectin axis in infection of pancreatic ductal epithelial lineage cells. Overall, these results suggest that E. faecalis can colonize pancreatic tissue by infecting iPDECs, at least in part, via the expression of the cell adhesion factor EfbA.
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Affiliation(s)
- Munefumi Shimosaka
- Department of Molecular Biochemistry and Clinical Investigation, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Jumpei Kondo
- Department of Molecular Biochemistry and Clinical Investigation, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Mamika Sonoda
- Department of Molecular Biochemistry and Clinical Investigation, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Rui Kawaguchi
- Department of Molecular Biochemistry and Clinical Investigation, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Emika Noda
- Department of Molecular Biochemistry and Clinical Investigation, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Kaho Nishikori
- Department of Molecular Biochemistry and Clinical Investigation, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Asuka Ogata
- Department of Molecular Biochemistry and Clinical Investigation, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Shinji Takamatsu
- Department of Molecular Biochemistry and Clinical Investigation, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Ken Sasai
- Department of Molecular Biochemistry and Clinical Investigation, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Hirofumi Akita
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Hidetoshi Eguchi
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Yoshihiro Kamada
- Department of Advanced Metabolic Hepatology, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Shigefumi Okamoto
- Laboratory of Medical Microbiology and Microbiome, Department of Clinical Laboratory and Biomedical Sciences, Division of Health Sciences, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Eiji Miyoshi
- Department of Molecular Biochemistry and Clinical Investigation, Osaka University Graduate School of Medicine, Suita, Osaka, Japan.
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Song Y, Tian S, Li Z, Miao J, Wu M, Xu T, Wu X, Qiao J, Zhang X, Zhao H, Kang L, Cao L, Zhu P, Miao M. Progress in the Study of Intratumoral Microorganisms in Hepatocellular Carcinoma. J Hepatocell Carcinoma 2025; 12:59-76. [PMID: 39845367 PMCID: PMC11752873 DOI: 10.2147/jhc.s496964] [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: 09/19/2024] [Accepted: 01/01/2025] [Indexed: 01/24/2025] Open
Abstract
The intratumoral microbiota, an integral part of liver tumors, has garnered significant attention from researchers due to its role in tumor development regulation and impact on cancer treatment. Intratumoral microorganism not only influences tumorigenesis and progression, but also serves as potential biomarkers and targets for tumor therapy. Targeted manipulation of these microorganisms holds great promise for personalized liver cancer treatment. However, there is a lack of systematic summaries and reports on the study of intratumoral microorganism in hepatocellular carcinoma. This comprehensive review aims to address this gap by summarizing research progress related to in the field of hepatocellular carcinoma intratumoral bacteria, including their sources, types, distribution characteristics within tumors, impact on tumor development, underlying mechanisms, and application prospects. Through the analysis, it is proposed that intratumor organisms can be used as markers for liver cancer diagnosis and treatment, drug carrier materials for targeting liver cancer tissues, and the research prospects of developing new combination therapies based on the in-depth understanding of the interactions between intratumor microorganisms and the tumor microenvironment, immune cells, liver cancer cells, etc. as well as exploring the prospects of developing new combination therapies based on these interactions. It is hoped that from the perspective of intratumoral microbiota, potential theoretical support can be provided for future research on targeted cancer therapy for liver cancer intratumoral microbiota, and new insights and ideas can be provided for targeting points and research methods in tumor research.
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Affiliation(s)
- Yagang Song
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
- Collaborative Innovation Center of Research and Development on the Whole Industry Chain of Yu-Yao, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
| | - Shuo Tian
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
- Collaborative Innovation Center of Research and Development on the Whole Industry Chain of Yu-Yao, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
| | - Zhanzhan Li
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
- Collaborative Innovation Center of Research and Development on the Whole Industry Chain of Yu-Yao, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
| | - Jinxin Miao
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
- Collaborative Innovation Center of Research and Development on the Whole Industry Chain of Yu-Yao, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
| | - Mingming Wu
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
- Collaborative Innovation Center of Research and Development on the Whole Industry Chain of Yu-Yao, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
| | - Tingli Xu
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
- Collaborative Innovation Center of Research and Development on the Whole Industry Chain of Yu-Yao, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
| | - Xiangxiang Wu
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
- Collaborative Innovation Center of Research and Development on the Whole Industry Chain of Yu-Yao, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
| | - Jingyi Qiao
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
- Collaborative Innovation Center of Research and Development on the Whole Industry Chain of Yu-Yao, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
| | - Xialei Zhang
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
- School of Pharmacy, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
| | - Hui Zhao
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
- Collaborative Innovation Center of Research and Development on the Whole Industry Chain of Yu-Yao, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
| | - Le Kang
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
- School of Pharmacy, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
| | - Lihua Cao
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
- Collaborative Innovation Center of Research and Development on the Whole Industry Chain of Yu-Yao, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
| | - Pingsheng Zhu
- College of Chinese Medicine, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
| | - Mingsan Miao
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, People’s Republic of China
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Fanijavadi S, Jensen LH. Dysbiosis-NK Cell Crosstalk in Pancreatic Cancer: Toward a Unified Biomarker Signature for Improved Clinical Outcomes. Int J Mol Sci 2025; 26:730. [PMID: 39859442 PMCID: PMC11765696 DOI: 10.3390/ijms26020730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Revised: 01/12/2025] [Accepted: 01/13/2025] [Indexed: 01/27/2025] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is an aggressive cancer with poor prognosis, primarily due to its immunosuppressive tumor microenvironment (TME), which contributes to treatment resistance. Recent research shows that the microbiome, including microbial communities in the oral cavity, gut, bile duct, and intratumoral environments, plays a key role in PDAC development, with microbial imbalances (dysbiosis) promoting inflammation, cancer progression, therapy resistance, and treatment side effects. Microbial metabolites can also affect immune cells, especially natural killer (NK) cells, which are vital for tumor surveillance, therapy response and treatment-related side effects. Dysbiosis can affect NK cell function, leading to resistance and side effects. We propose that a combined biomarker approach, integrating microbiome composition and NK cell profiles, can help predict treatment resistance and side effects, enabling more personalized therapies. This review examines how dysbiosis contributes to NK cell dysfunction in PDAC and discusses strategies (e.g., antibiotics, probiotics, vaccines) to modulate the microbiome and enhance NK cell function. Targeting dysbiosis could modulate NK cell activity, improve the effectiveness of PDAC treatments, and reduce side effects. However, further research is needed to develop unified NK cell-microbiome interaction-based biomarkers for more precise and effective patient outcomes.
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Affiliation(s)
- Sara Fanijavadi
- Cancer Polyclinic, Levanger Hospital, 7601 Levanger, Trøndelag, Norway
- Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, 7100 Vejle, Denmark;
| | - Lars Henrik Jensen
- Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, 7100 Vejle, Denmark;
- Department of Oncology, Institute of Regional Health Research, University of Southern Denmark, 7100 Vejle, Denmark
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61
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Ding T, Liu C, Li Z. The mycobiome in human cancer: analytical challenges, molecular mechanisms, and therapeutic implications. Mol Cancer 2025; 24:18. [PMID: 39815314 PMCID: PMC11734361 DOI: 10.1186/s12943-025-02227-8] [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: 11/13/2024] [Accepted: 01/06/2025] [Indexed: 01/18/2025] Open
Abstract
The polymorphic microbiome is considered a new hallmark of cancer. Advances in High-Throughput Sequencing have fostered rapid developments in microbiome research. The interaction between cancer cells, immune cells, and microbiota is defined as the immuno-oncology microbiome (IOM) axis. Fungal microbes (the mycobiome), although representing only ∼ 0.1-1% of the microbiome, are a critical immunologically active component of the tumor microbiome. Accumulating evidence suggests a possible involvement of commensal and pathogenic fungi in cancer initiation, progression, and treatment responsiveness. The tumor-associated mycobiome mainly consists of the gut mycobiome, the oral mycobiome, and the intratumoral mycobiome. However, the role of fungi in cancer remains poorly understood, and the diversity and complexity of analytical methods make it challenging to access this field. This review aims to elucidate the causal and complicit roles of mycobiome in cancer development and progression while highlighting the issues that need to be addressed in executing such research. We systematically summarize the advantages and limitations of current fungal detection and analysis methods. We enumerate and integrate these recent findings into our current understanding of the tumor mycobiome, accompanied by the prospect of novel and exhilarating clinical implications.
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Affiliation(s)
- Ting Ding
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, No. 20, Section 3, Renmin South Road, Chengdu, Sichuan Province, 610041, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, China
| | - Chang Liu
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, No. 20, Section 3, Renmin South Road, Chengdu, Sichuan Province, 610041, China
| | - Zhengyu Li
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, No. 20, Section 3, Renmin South Road, Chengdu, Sichuan Province, 610041, China.
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, China.
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Zhang J, Lou K, Chi J, Wu J, Fan X, Cui Y. Research progress on intratumoral microorganisms in renal cancer. World J Urol 2025; 43:72. [PMID: 39812826 DOI: 10.1007/s00345-024-05403-5] [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: 08/23/2024] [Accepted: 11/27/2024] [Indexed: 01/16/2025] Open
Abstract
The human body harbors a vast array of microorganisms. Changes in the microbial ecosystem can potentially lead to diseases, including cancer. Traditionally, research has focused more on the gut microbiota and its influence on cancer. However, with the advancement of sequencing technologies, scholars have discovered that microorganisms within kidney tissues are significant components of tumor tissues. Intratumoral microorganisms may affect tumor growth and development through certain mechanisms, influence the function of immune cells, or impact the effectiveness of chemotherapy or immunotherapy in patients. This paper reviews the latest progress in the research on intratumoral microorganisms in renal cancer (RCa). It summarizes the types and distribution characteristics of these microorganisms, discusses the close association between specific viral infections (such as HPV and EBV) and RCa, and highlights the role of microorganisms in the pathogenesis of RCa. This review provides new perspectives for understanding the pathogenic mechanisms of RCa, thereby offering potential clinical applications.
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Affiliation(s)
- Jiankun Zhang
- School of Clinical Medicine, Shandong Second Medical University, Weifang, China
- Department of Urology, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, Shandong, China
| | - Keyuan Lou
- Department of Urology, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, Shandong, China
| | - Junpeng Chi
- Department of Urology, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, Shandong, China
| | - Jitao Wu
- Department of Urology, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, Shandong, China
| | - Xinying Fan
- Department of Blood Purification, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, Shandong, China.
| | - Yuanshan Cui
- Department of Urology, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, Shandong, China.
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63
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Plaza-Diaz J, Brandimonte-Hernández M, López-Plaza B, Ruiz-Ojeda FJ, Álvarez-Mercado AI, Arcos-Castellanos L, Feliú-Batlle J, Hummel T, Palma-Milla S, Gil A. Effect of a Novel Food Rich in Miraculin on the Intestinal Microbiome of Malnourished Patients with Cancer and Dysgeusia. Nutrients 2025; 17:246. [PMID: 39861376 PMCID: PMC11767858 DOI: 10.3390/nu17020246] [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: 12/05/2024] [Revised: 01/03/2025] [Accepted: 01/09/2025] [Indexed: 01/27/2025] Open
Abstract
BACKGROUND/OBJECTIVES Dysgeusia contributes to malnutrition and worsens the quality of life of patients with cancer. Despite the different strategies, there is no effective treatment for patients suffering from taste disorders provided by the pharmaceutical industry. Therefore, we developed a novel strategy for reducing side effects in cancer patients by providing a novel food supplement with the taste-modifying glycoprotein miraculin, which is approved by the European Union, as an adjuvant to medical-nutritional therapy. METHODS A pilot randomized, parallel, triple-blind, and placebo-controlled intervention clinical trial was carried out in which 31 malnourished patients with cancer and dysgeusia receiving antineoplastic treatment were randomized into three arms-standard dose of dried miracle berries (DMBs) (150 mg DMB/tablet), high dose of DMBs (300 mg DMB/tablet), or placebo (300 mg freeze-dried strawberry)-for three months. Patients consumed a DMB or placebo tablet before each main meal (breakfast, lunch, and dinner). Using stool samples from patients with cancer, we analyzed the intestinal microbiome via nanopore methodology. RESULTS We detected differences in the relative abundances of genera Phocaeicola and Escherichia depending on the treatment. Nevertheless, only the Solibaculum genus was more abundant in the standard-dose DMB group after 3 months. At the species level, Bacteroides sp. PHL 2737 presented a relatively low abundance in both DMB groups, whereas Vescimonas coprocola presented a relatively high abundance in both treatment groups after 3 months. Furthermore, a standard dose of DMB was positively associated with TNF-α levels and Lachnoclostridium and Mediterraneibacter abundances, and a high dose of DMB was negatively associated with TNF-α levels and the relative abundance of Phocaeicola. Following the administration of a high dose of DMB, a positive correlation was observed between erythrocyte polyunsaturated fatty acids and the presence of Lachnoclostridium and Roseburia. Additionally, a positive association was identified between Phocaeicola and the acetic acid concentration of feces. There was a negative association between the relative abundance of Phocaeicola and taste perception in the high-dose DMB group. CONCLUSIONS The combination of DMB intake with nutritional treatment and individualized dietary guidance results in positive changes in the intestinal microbiome of patients with cancer and dysgeusia. Changes observed in the intestinal microbiome might contribute to maintaining an appropriate immune response in cancer patients. As the current pilot study included a limited number of participants, further clinical trials on a larger group of patients are needed to draw robust findings.
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Affiliation(s)
- Julio Plaza-Diaz
- Department of Biochemistry and Molecular Biology II, School of Pharmacy, University of Granada, 18071 Granada, Spain; (M.B.-H.); (F.J.R.-O.)
- Instituto de Investigación Biosanitaria IBS.GRANADA, Complejo Hospitalario Universitario de Granada, 18014 Granada, Spain;
- School of Health Sciences, Universidad Internacional de La Rioja, Avenida de la Paz, 137, 26006 Logroño, Spain
| | - Marco Brandimonte-Hernández
- Department of Biochemistry and Molecular Biology II, School of Pharmacy, University of Granada, 18071 Granada, Spain; (M.B.-H.); (F.J.R.-O.)
| | - Bricia López-Plaza
- Food, Nutrition and Health Platform, Hospital La Paz Institute for Health Research (IdiPAZ), 28046 Madrid, Spain; (B.L.-P.); (L.A.-C.); (S.P.-M.)
- Medicine Department, Faculty of Medicine, Complutense University of Madrid, Plaza de Ramón y Cajal, s/n, 28040 Madrid, Spain
| | - Francisco Javier Ruiz-Ojeda
- Department of Biochemistry and Molecular Biology II, School of Pharmacy, University of Granada, 18071 Granada, Spain; (M.B.-H.); (F.J.R.-O.)
- Institute of Nutrition and Food Technology “José Mataix”, Centre of Biomedical Research, University of Granada, Avda. del Conocimiento s/n. Armilla, 18016 Granada, Spain
- CIBEROBN (CIBER Physiopathology of Obesity and Nutrition), Instituto de Salud Carlos III, 28029 Madrid, Spain
- RU Adipocytes and Metabolism, Helmholtz Diabetes Center at Helmholtz Munich, German Research Center for Environmental Health GmbH Neuherberg, 85764 Neuherberg, Germany
| | - Ana Isabel Álvarez-Mercado
- Instituto de Investigación Biosanitaria IBS.GRANADA, Complejo Hospitalario Universitario de Granada, 18014 Granada, Spain;
- Institute of Nutrition and Food Technology “José Mataix”, Centre of Biomedical Research, University of Granada, Avda. del Conocimiento s/n. Armilla, 18016 Granada, Spain
- Department of Pharmacology, University of Granada, 18071 Granada, Spain
| | - Lucía Arcos-Castellanos
- Food, Nutrition and Health Platform, Hospital La Paz Institute for Health Research (IdiPAZ), 28046 Madrid, Spain; (B.L.-P.); (L.A.-C.); (S.P.-M.)
| | - Jaime Feliú-Batlle
- Oncology Department, Hospital La Paz Institute for Health Research-IdiPAZ, Hospital Universitario La Paz, 28029 Madrid, Spain;
- CIBERONC (CIBER Cancer), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Medicine Department, Faculty of Medicine, Autonomous University of Madrid, Arzobispo Morcillo 4, 28029 Madrid, Spain
| | - Thomas Hummel
- Smell & Taste Clinic, Department of Otorhinolaryngology, Technische Universität Dresden, Fetscherstraße 74, 01307 Dresden, Germany;
| | - Samara Palma-Milla
- Food, Nutrition and Health Platform, Hospital La Paz Institute for Health Research (IdiPAZ), 28046 Madrid, Spain; (B.L.-P.); (L.A.-C.); (S.P.-M.)
- Medicine Department, Faculty of Medicine, Autonomous University of Madrid, Arzobispo Morcillo 4, 28029 Madrid, Spain
- Nutrition Department, Hospital University La Paz, 28046 Madrid, Spain
| | - Angel Gil
- Department of Biochemistry and Molecular Biology II, School of Pharmacy, University of Granada, 18071 Granada, Spain; (M.B.-H.); (F.J.R.-O.)
- Instituto de Investigación Biosanitaria IBS.GRANADA, Complejo Hospitalario Universitario de Granada, 18014 Granada, Spain;
- Institute of Nutrition and Food Technology “José Mataix”, Centre of Biomedical Research, University of Granada, Avda. del Conocimiento s/n. Armilla, 18016 Granada, Spain
- CIBEROBN (CIBER Physiopathology of Obesity and Nutrition), Instituto de Salud Carlos III, 28029 Madrid, Spain
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Uguz A, Muftuoglu C, Mert U, Gumus T, Ece D, Asadi M, Bagci OU, Caner A. Unveiling Microbiota Profiles in Saliva and Pancreatic Tissues of Patients with Pancreatic Cancer. Microorganisms 2025; 13:119. [PMID: 39858887 PMCID: PMC11767796 DOI: 10.3390/microorganisms13010119] [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: 11/23/2024] [Revised: 12/08/2024] [Accepted: 01/02/2025] [Indexed: 01/27/2025] Open
Abstract
The pancreas, previously considered a sterile organ, has recently been shown to harbor its own microbiota that may influence tumor biology and patient outcomes. Despite increasing interest in the impact of the microbiome on cancer, the relationship between pancreatic tissue and oral microbiomes in pancreatic ductal adenocarcinoma (PDAC) remains limited. In this study, the oral and pancreas tissue microbiomes of patients with PDAC were compared to patients with other periampullary cancers (DC/AC) and a healthy control group using 16S rRNA gene sequence analysis. The results showed a significant reduction in microbial diversity in the saliva of cancer patients compared to healthy controls, while the PDAC patients exhibited a distinct microbial profile in their pancreatic tissues, consisting predominantly of Firmicutes, Proteobacteria, and Actinobacter, after filtering the microbiome of the indoor environment. Notably, the presence of oral bacteria such as Anoxybacillus, Clostridium, and Bacillus in pancreatic tissues suggests potential translocation from the oral cavity. This study emphasizes the importance of understanding the role of body fluid and tissue microbiota in pancreatic cancer, proposing that oral dysbiosis may contribute to disease progression. Moreover, the results suggest that the microbiome of the indoor environment in which samples are collected and analyzed is also important in microbiota analysis studies.
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Affiliation(s)
- Alper Uguz
- Department of General Surgery, Faculty of Medicine, Ege University, 35040 Izmir, Turkey; (A.U.); (T.G.)
| | - Can Muftuoglu
- Department of Basic Oncology, Institute of Health Sciences, Ege University, 35100 Izmir, Turkey; (C.M.); (D.E.); (M.A.); (O.U.B.)
- Department of Medicine I, University Medical Centre Hamburg-Eppendorf, Martinistr. 52, 20246 Hamburg, Germany
| | - Ufuk Mert
- Atatürk Vocational School of Health Services, Ege University, 35100 Izmir, Turkey;
- Translational Pulmonary Research Center (EGESAM), Ege University, 35100 Izmir, Turkey
| | - Tufan Gumus
- Department of General Surgery, Faculty of Medicine, Ege University, 35040 Izmir, Turkey; (A.U.); (T.G.)
| | - Deniz Ece
- Department of Basic Oncology, Institute of Health Sciences, Ege University, 35100 Izmir, Turkey; (C.M.); (D.E.); (M.A.); (O.U.B.)
| | - Milad Asadi
- Department of Basic Oncology, Institute of Health Sciences, Ege University, 35100 Izmir, Turkey; (C.M.); (D.E.); (M.A.); (O.U.B.)
| | - Ozlem Ulusan Bagci
- Department of Basic Oncology, Institute of Health Sciences, Ege University, 35100 Izmir, Turkey; (C.M.); (D.E.); (M.A.); (O.U.B.)
- Department of Microbiology, Faculty of Medicine, Ankara University, 06230 Ankara, Turkey
| | - Ayse Caner
- Department of Basic Oncology, Institute of Health Sciences, Ege University, 35100 Izmir, Turkey; (C.M.); (D.E.); (M.A.); (O.U.B.)
- Translational Pulmonary Research Center (EGESAM), Ege University, 35100 Izmir, Turkey
- Department of Parasitology, Faculty of Medicine, Ege University, 35100 Izmir, Turkey
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Mai Z, Fu L, Su J, To KKW, Yang C, Xia C. Intra-tumoral sphingobacterium multivorum promotes triple-negative breast cancer progression by suppressing tumor immunosurveillance. Mol Cancer 2025; 24:6. [PMID: 39780177 PMCID: PMC11708301 DOI: 10.1186/s12943-024-02202-9] [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: 08/09/2024] [Accepted: 12/18/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND Intratumor-resident bacteria represent an integral component of the tumor microenvironment (TME). Microbial dysbiosis, which refers to an imbalance in the bacterial composition and bacterial metabolic activities, plays an important role in regulating breast cancer development and progression. However, the impact of specific intratumor-resident bacteria on tumor progression and their underlying mechanisms remain elusive. METHODS 16S rDNA gene sequencing was used to analyze the cancerous and paracancerous tissues from breast cancer patients. The mouse models of bearing 4T1 cell tumors were employed to assess the influence of bacterial colonization on tumor growth. Tissue infiltration of regulatory T (Treg) cells and CD8+ T cells was evaluated through immunohistochemistry and flow cytometric analysis. Comparative metabolite profiling in mice tumors was conducted using targeted metabolomics. Differential genes of tumor cells stimulated by bacteria were analyzed by transcriptomics and validated by qPCR assay. RESULTS We found that Sphingobacterium displayed high abundance in cancerous tissues. Intra-tumoral colonization of Sphingobacterium multivorum (S. multivorum) promoted tumor progression in 4T1 tumor-bearing mice. Moreover, S. multivorum diminished the therapeutic efficacy of αPD-1 mAb, which was associated with the increase of regulatory T cell (Treg) infiltration, and decrese of the CD8+ T cell infiltration. Targeted metabolomics revealed a conspicuous reduction of propionylcarnitine in tumors colonized by S. multivorum Furthermore, the combination of metabolite propionylcarnitine and S. multivorum shown to suppress tumor growth compared that in S. multivorum alone in vivo. Mechanistically, S. multivorum promoted the secretion of chemokines CCL20 and CXCL8 from tumor cells. CCL20 secreted into the TME facilitated the recruitment of Treg cells and reduced CD8+ T cell infiltration, thus promoting tumor immune escape. CONCLUSIONS This study reveals S. multivorum suppresses immune surveillance within the TME, thereby promoting breast cancer progression.
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Affiliation(s)
- Zhikai Mai
- Foshan Maternity and Child Healthcare Hospital; School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, 515150, China
| | - Liwu Fu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Esophageal Cancer Institute, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China.
| | - Jiyan Su
- Foshan Maternity and Child Healthcare Hospital; School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, 515150, China
| | - Kenneth K W To
- School of Pharmacy, The Chinese University of Hong Kong, Hong Kong, 999077, China
| | - Chuansheng Yang
- Department of Breast, Thyroid and Head-Neck Surgery, Yuebei People's Hospital of Shantou University, Shaoguan, China
| | - Chenglai Xia
- Foshan Maternity and Child Healthcare Hospital; School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, 515150, China.
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66
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Ying H, Kimmelman AC, Bardeesy N, Kalluri R, Maitra A, DePinho RA. Genetics and biology of pancreatic ductal adenocarcinoma. Genes Dev 2025; 39:36-63. [PMID: 39510840 PMCID: PMC11789498 DOI: 10.1101/gad.351863.124] [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] [Indexed: 11/15/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) poses a grim prognosis for patients. Recent multidisciplinary research efforts have provided critical insights into its genetics and tumor biology, creating the foundation for rational development of targeted and immune therapies. Here, we review the PDAC genomic landscape and the role of specific oncogenic events in tumor initiation and progression, as well as their contributions to shaping its tumor biology. We further summarize and synthesize breakthroughs in single-cell and metabolic profiling technologies that have illuminated the complex cellular composition and heterotypic interactions of the PDAC tumor microenvironment, with an emphasis on metabolic cross-talk across cancer and stromal cells that sustains anabolic growth and suppresses tumor immunity. These conceptual advances have generated novel immunotherapy regimens, particularly cancer vaccines, which are now in clinical testing. We also highlight the advent of KRAS targeted therapy, a milestone advance that has transformed treatment paradigms and offers a platform for combined immunotherapy and targeted strategies. This review provides a perspective summarizing current scientific and therapeutic challenges as well as practice-changing opportunities for the PDAC field at this major inflection point.
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Affiliation(s)
- Haoqiang Ying
- Department of Molecular and Cellular Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA;
- Graduate School of Biomedical Sciences, The University of Texas MD Anderson Cancer Center, University of Texas Health Science Center, Houston, Texas 77030, USA
| | - Alec C Kimmelman
- Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, New York 10016, USA
- Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York 10016, USA
| | - Nabeel Bardeesy
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts 02114, USA
- The Cancer Program, Broad Institute, Cambridge, Massachusetts 02142, USA
| | - Raghu Kalluri
- Graduate School of Biomedical Sciences, The University of Texas MD Anderson Cancer Center, University of Texas Health Science Center, Houston, Texas 77030, USA
- Department of Cancer Biology, University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
- Department of Bioengineering, Rice University, Houston, Texas 77030, USA
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas 77030, USA
| | - Anirban Maitra
- Graduate School of Biomedical Sciences, The University of Texas MD Anderson Cancer Center, University of Texas Health Science Center, Houston, Texas 77030, USA
- Department of Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
- Sheikh Ahmed Pancreatic Cancer Research Center, University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Ronald A DePinho
- Graduate School of Biomedical Sciences, The University of Texas MD Anderson Cancer Center, University of Texas Health Science Center, Houston, Texas 77030, USA;
- Department of Cancer Biology, University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
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67
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Giurini EF, Ralph O, Pappas SG, Gupta KH. Looking Beyond Checkpoint Inhibitor Monotherapy: Uncovering New Frontiers for Pancreatic Cancer Immunotherapy. Mol Cancer Ther 2025; 24:18-32. [PMID: 39311547 DOI: 10.1158/1535-7163.mct-24-0311] [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: 05/03/2024] [Revised: 08/01/2024] [Accepted: 09/09/2024] [Indexed: 01/03/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) stands out as one of the most aggressive and challenging tumors, characterized by a bleak prognosis with a mere 11% survival rate over 5 years in the United States. Its formidable nature is primarily attributed to its highly aggressive behavior and poor response to existing therapies. PDAC, being notably resistant to immune interventions, presents a significant obstacle in treatment strategies. While immune checkpoint inhibitor therapies have revolutionized outcomes for various cancers, their efficacy in PDAC remains exceedingly low, benefiting less than 1% of patients. The consistent failure of these therapies in PDAC has prompted intensive investigation, particularly at the preclinical level, to unravel the intricate mechanisms of resistance inherent in this cancer type. This pursuit aims to pave the way for the development of novel immunotherapeutic strategies tailored to the distinct characteristics of PDAC. This review endeavors to provide a comprehensive exploration of these emerging immunotherapy approaches in PDAC, with a specific emphasis on elucidating their underlying immunological mechanisms. Additionally, it sheds light on the recently identified factors driving resistance to immunotherapy and evasion of the immune system in PDAC, offering insights beyond the conventional drivers that have been extensively studied.
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Affiliation(s)
- Eileena F Giurini
- Division of Surgical Oncology, Department of Surgery, Rush University Medical Center, Chicago, Illinois
| | - Oliver Ralph
- Division of Surgical Oncology, Department of Surgery, Rush University Medical Center, Chicago, Illinois
| | - Sam G Pappas
- Division of Surgical Oncology, Department of Surgery, Rush University Medical Center, Chicago, Illinois
| | - Kajal H Gupta
- Division of Surgical Oncology, Department of Surgery, Rush University Medical Center, Chicago, Illinois
- Division of Pediatric Surgery, Department of Surgery, Rush University Medical Center, Chicago, Illinois
- Section of Hematology/Oncology, Department of Medicine, University of Chicago, Chicago, Illinois
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68
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Sindhi K, Kanugo A. Recent Developments in Nanotechnology and Immunotherapy for the Diagnosis and Treatment of Pancreatic Cancer. Curr Pharm Biotechnol 2025; 26:143-168. [PMID: 38415488 DOI: 10.2174/0113892010284407240212110745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 12/29/2023] [Accepted: 01/16/2024] [Indexed: 02/29/2024]
Abstract
Pancreatic cancer kills millions of people worldwide each year and is one of the most prevalent causes of mortality that requires prompt therapy. A large number of people suffering from pancreatic cancer are detected at an advanced stage, with incurable and drug-resistant tumor, hence the overall survival rate of pancreatic cancer is less. The advance phase of this cancer is generated because of expression of the cancer-causing gene, inactivation of the tumorsuppressing gene, and deregulation of molecules in different cellular signalling pathways. The prompt diagnosis through the biomarkers significantly evades the progress and accelerates the survival rates. The overexpression of Mesothelin, Urokinase plasminogen activator, IGFR, Epidermal growth factor receptor, Plectin-1, Mucin-1 and Zinc transporter 4 were recognized in the diagnosis of pancreatic cancer. Nanotechnology has led to the development of nanocarriersbased formulations (lipid, polymer, inorganic, carbon based and advanced nanocarriers) which overcome the hurdles of conventional therapy, chemotherapy and radiotherapy which causes toxicity to adjacent healthy tissues. The biocompatibility, toxicity and large-scale manufacturing are the hurdles associated with the nanocarriers-based approaches. Currently, Immunotherapybased techniques emerged as an efficient therapeutic alternative for the prevention of cancer. Immunological checkpoint targeting techniques have demonstrated significant efficacy in human cancers. Recent advancements in checkpoint inhibitors, adoptive T cell therapies, and cancer vaccines have shown potential in overcoming the immune evasion mechanisms of pancreatic cancer cells. Combining these immunotherapeutic approaches with nanocarriers holds great promise in enhancing the antitumor response and improving patient survival.
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Affiliation(s)
- Komal Sindhi
- Department of Pharmaceutics, SVKM NMIMS School of Pharmacy and Technology Management, Shirpur, 425405, India
| | - Abhishek Kanugo
- Department of Pharmaceutics, SVKM NMIMS School of Pharmacy and Technology Management, Shirpur, 425405, India
- Department of Pharmaceutical Quality Assurance, SVKM Institute of Pharmacy, Dhule, 424001, India
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Xu K, Motiwala Z, Corona-Avila I, Makhanasa D, Alkahalifeh L, Khan MW. The Gut Microbiome and Its Multifaceted Role in Cancer Metabolism, Initiation, and Progression: Insights and Therapeutic Implications. Technol Cancer Res Treat 2025; 24:15330338251331960. [PMID: 40208053 PMCID: PMC12032467 DOI: 10.1177/15330338251331960] [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: 10/30/2024] [Revised: 02/27/2025] [Accepted: 02/28/2025] [Indexed: 04/11/2025] Open
Abstract
This review summarizes the intricate relationship between the microbiome and cancer initiation and development. Microbiome alterations impact metabolic pathways, immune responses, and gene expression, which can accelerate or mitigate cancer progression. We examine how dysbiosis affects tumor growth, metastasis, and treatment resistance. Additionally, we discuss the potential of microbiome-targeted therapies, such as probiotics and fecal microbiota transplants, to modulate cancer metabolism. These interventions offer the possibility of reversing or controlling cancer progression, enhancing the efficacy of traditional treatments like chemotherapy and immunotherapy. Despite promising developments, challenges remain in identifying key microbial species and pathways and validating microbiome-targeted therapies through large-scale clinical trials. Nonetheless, the intersection of microbiome research and cancer initiation and development presents an exciting frontier for innovative therapies. This review offers a fresh perspective on cancer initiation and development by integrating microbiome insights, highlighting the potential for interdisciplinary research to enhance our understanding of cancer progression and treatment strategies.
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Affiliation(s)
- Kai Xu
- Division of Endocrinology, Diabetes and Metabolism, University of Illinois at Chicago, Chicago, IL, USA
| | - Zainab Motiwala
- Jawaharlal Nehru Medical College, Aligarh Muslim University, Aligarh, India
| | - Irene Corona-Avila
- Division of Endocrinology, Diabetes and Metabolism, University of Illinois at Chicago, Chicago, IL, USA
| | - Dhruvi Makhanasa
- Division of Endocrinology, Diabetes and Metabolism, University of Illinois at Chicago, Chicago, IL, USA
| | | | - Md. Wasim Khan
- Division of Endocrinology, Diabetes and Metabolism, University of Illinois at Chicago, Chicago, IL, USA
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Hanahan D, Michielin O, Pittet MJ. Convergent inducers and effectors of T cell paralysis in the tumour microenvironment. Nat Rev Cancer 2025; 25:41-58. [PMID: 39448877 DOI: 10.1038/s41568-024-00761-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/23/2024] [Indexed: 10/26/2024]
Abstract
Tumorigenesis embodies the formation of a heterotypic tumour microenvironment (TME) that, among its many functions, enables the evasion of T cell-mediated immune responses. Remarkably, most TME cell types, including cancer cells, fibroblasts, myeloid cells, vascular endothelial cells and pericytes, can be stimulated to deploy immunoregulatory programmes. These programmes involve regulatory inducers (signals-in) and functional effectors (signals-out) that impair CD8+ and CD4+ T cell activity through cytokines, growth factors, immune checkpoints and metabolites. Some signals target specific cell types, whereas others, such as transforming growth factor-β (TGFβ) and prostaglandin E2 (PGE2), exert broad, pleiotropic effects; as signals-in, they trigger immunosuppressive programmes in most TME cell types, and as signals-out, they directly inhibit T cells and also modulate other cells to reinforce immunosuppression. This functional diversity and redundancy pose a challenge for therapeutic targeting of the immune-evasive TME. Fundamentally, the commonality of regulatory programmes aimed at abrogating T cell activity, along with paracrine signalling between cells of the TME, suggests that many normal cell types are hard-wired with latent functions that can be triggered to prevent inappropriate immune attack. This intrinsic capability is evidently co-opted throughout the TME, enabling tumours to evade immune destruction.
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Affiliation(s)
- Douglas Hanahan
- Swiss Institute for Experimental Cancer Research (ISREC), School of Life Sciences, Swiss Federal Institute of Technology in Lausanne (EPFL), Lausanne, Switzerland.
- Agora Cancer Research Center, Lausanne, Switzerland.
- Swiss Cancer Center Léman (SCCL), Lausanne, Switzerland.
- Ludwig Institute for Cancer Research, Lausanne Branch, Lausanne, Switzerland.
| | - Olivier Michielin
- Agora Cancer Research Center, Lausanne, Switzerland
- Swiss Cancer Center Léman (SCCL), Lausanne, Switzerland
- Department of Oncology, Geneva University Hospitals (HUG), Geneva, Switzerland
- Department of Medicine, University of Geneva (UNIGE), Geneva, Switzerland
| | - Mikael J Pittet
- Agora Cancer Research Center, Lausanne, Switzerland
- Swiss Cancer Center Léman (SCCL), Lausanne, Switzerland
- Ludwig Institute for Cancer Research, Lausanne Branch, Lausanne, Switzerland
- Department of Oncology, Geneva University Hospitals (HUG), Geneva, Switzerland
- Department of Pathology and Immunology, University of Geneva (UNIGE), Geneva, Switzerland
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71
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Palkovsky M, Modrackova N, Neuzil-Bunesova V, Liberko M, Soumarova R. The Bidirectional Impact of Cancer Radiotherapy and Human Microbiome: Microbiome as Potential Anti-tumor Treatment Efficacy and Toxicity Modulator. In Vivo 2025; 39:37-54. [PMID: 39740900 PMCID: PMC11705129 DOI: 10.21873/invivo.13803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 10/02/2024] [Accepted: 10/14/2024] [Indexed: 01/02/2025]
Abstract
Microbiome and radiotherapy represent bidirectionally interacting entities. The human microbiome has emerged as a pivotal modulator of the efficacy and toxicity of radiotherapy; however, a reciprocal effect of radiotherapy on microbiome composition alterations has also been observed. This review explores the relationship between the microbiome and extracranial solid tumors, particularly focusing on the bidirectional impact of radiotherapy on organ-specific microbiome. This article aims to provide a systematic review on the radiotherapy-induced microbial alteration in-field as well as in distant microbiomes. In this review, particular focus is directed to the oral and gut microbiome, its role in the development and progression of cancer, and how it is altered throughout radiotherapy. This review concludes with recommendations for future research, such as exploring microbiome modification to optimize radiotherapy-induced toxicities or enhance its anti-cancer effects.
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Affiliation(s)
- Martin Palkovsky
- Department of Oncology, University Hospital Kralovske Vinohrady, Prague, Czech Republic;
- Charles University, Third Faculty of Medicine, Department of Oncology, Prague, Czech Republic
| | - Nikol Modrackova
- Czech University of Life Sciences Prague, Department of Microbiology, Nutrition and Dietetics, Faculty of Agrobiology, Food and Natural Resources, Prague, Czech Republic
| | - Vera Neuzil-Bunesova
- Czech University of Life Sciences Prague, Department of Microbiology, Nutrition and Dietetics, Faculty of Agrobiology, Food and Natural Resources, Prague, Czech Republic
| | - Marian Liberko
- Department of Oncology, University Hospital Kralovske Vinohrady, Prague, Czech Republic
- Charles University, Third Faculty of Medicine, Department of Oncology, Prague, Czech Republic
| | - Renata Soumarova
- Department of Oncology, University Hospital Kralovske Vinohrady, Prague, Czech Republic
- Charles University, Third Faculty of Medicine, Department of Oncology, Prague, Czech Republic
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72
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Yang L, Wang Q, He L, Sun X. The critical role of tumor microbiome in cancer immunotherapy. Cancer Biol Ther 2024; 25:2301801. [PMID: 38241173 PMCID: PMC10802201 DOI: 10.1080/15384047.2024.2301801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 01/01/2024] [Indexed: 01/21/2024] Open
Abstract
In recent years, the microbiome has shown an integral role in cancer immunotherapy and has become a prominent and widely studied topic. A full understanding of the interactions between the tumor microbiome and various immunotherapies offers opportunities for immunotherapy of cancer. This review scrutinizes the composition of the tumor microbiome, the mechanism of microbial immune regulation, the influence of tumor microorganisms on tumor metastasis, and the interaction between tumor microorganisms and immunotherapy. In addition, this review also summarizes the challenges and opportunities of immunotherapy through tumor microbes, as well as the prospects and directions for future related research. In conclusion, the potential of microbial immunotherapy to enhance treatment outcomes for cancer patients should not be underestimated. Through this review, it is hoped that more research on tumor microbial immunotherapy will be done to better solve the treatment problems of cancer patients.
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Affiliation(s)
- Liu Yang
- School of Clinical Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Qi Wang
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu University, Zhenjiang, China
| | - Lijuan He
- Department of Health Management Center, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Xingyu Sun
- Department of Gynecology, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, China
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73
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Ye C, Liu X, Liu Z, Pan C, Zhang X, Zhao Z, Sun H. Fusobacterium nucleatum in tumors: from tumorigenesis to tumor metastasis and tumor resistance. Cancer Biol Ther 2024; 25:2306676. [PMID: 38289287 PMCID: PMC10829845 DOI: 10.1080/15384047.2024.2306676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 01/13/2024] [Indexed: 02/01/2024] Open
Abstract
Fusobacterium nucleatum, an anaerobic Gram-negative bacterium primarily residing in the oral cavity, has garnered significant attention for its emerging role in cancer progression and prognosis. While extensive research has revealed mechanistic links between Fusobacterium nucleatum and colorectal cancer, a comprehensive review spanning its presence and metastatic implications in cancers beyond colorectal origin is conspicuously absent. This paper broadens our perspective from colorectal cancer to various malignancies associated with Fusobacterium nucleatum, including oral, pancreatic, esophageal, breast, and gastric cancers. Our central focus is to unravel the mechanisms governing Fusobacterium nucleatum colonization, initiation, and promotion of metastasis across diverse cancer types. Additionally, we explore Fusobacterium nucleatum's adverse impacts on cancer therapies, particularly within the domains of immunotherapy and chemotherapy. Furthermore, this paper underscores the clinical research significance of Fusobacterium nucleatum as a potential tumor biomarker and therapeutic target, offering a novel outlook on its applicability in cancer detection and prognostic assessment.
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Affiliation(s)
- Chun Ye
- Clinical Biobank Center, Microbiome Medicine Center, Department of Laboratory Medicine, Zhujiang Hospital, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Xiao Liu
- Clinical Biobank Center, Microbiome Medicine Center, Department of Laboratory Medicine, Zhujiang Hospital, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Zilun Liu
- Clinical Biobank Center, Microbiome Medicine Center, Department of Laboratory Medicine, Zhujiang Hospital, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Chuxuan Pan
- Clinical Biobank Center, Microbiome Medicine Center, Department of Laboratory Medicine, Zhujiang Hospital, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Xiaowei Zhang
- Clinical Biobank Center, Microbiome Medicine Center, Department of Laboratory Medicine, Zhujiang Hospital, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Zhanyi Zhao
- Clinical Biobank Center, Microbiome Medicine Center, Department of Laboratory Medicine, Zhujiang Hospital, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Haitao Sun
- Clinical Biobank Center, Microbiome Medicine Center, Department of Laboratory Medicine, Zhujiang Hospital, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
- Department of Laboratory Medicine, Central People’s Hospital of Ji’an, Shanghai East Hospital of Ji’an, Ji’an, China
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74
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Zhang R, Zhang X, Lau HCH, Yu J. Gut microbiota in cancer initiation, development and therapy. SCIENCE CHINA. LIFE SCIENCES 2024:10.1007/s11427-024-2831-x. [PMID: 39821827 DOI: 10.1007/s11427-024-2831-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Accepted: 12/12/2024] [Indexed: 01/19/2025]
Abstract
Cancer has long been associated with genetic and environmental factors, but recent studies reveal the important role of gut microbiota in its initiation and progression. Around 13% of cancers are linked to infectious agents, highlighting the need to identify the specific microorganisms involved. Gut microbiota can either promote or inhibit cancer growth by influencing oncogenic signaling pathways and altering immune responses. Dysbiosis can lead to cancer, while certain probiotics and their metabolites may help reestablish micro-ecological balance and improve anti-tumor immune responses. Research into targeted approaches that enhance therapy with probiotics is promising. However, the effects of probiotics in humans are complex and not yet fully understood. Additionally, methods to counteract harmful bacteria are still in development. Early clinical trials also indicate that modifying gut microbiota may help manage side effects of cancer treatments. Ongoing research is crucial to understand better how gut microbiota can be used to improve cancer prevention and treatment outcomes.
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Affiliation(s)
- Ruyi Zhang
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, CUHK Shenzhen Research Institute, The Chinese University of Hong Kong, Hong Kong, China
| | - Xiang Zhang
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, CUHK Shenzhen Research Institute, The Chinese University of Hong Kong, Hong Kong, China
| | - Harry Cheuk Hay Lau
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, CUHK Shenzhen Research Institute, The Chinese University of Hong Kong, Hong Kong, China
| | - Jun Yu
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, CUHK Shenzhen Research Institute, The Chinese University of Hong Kong, Hong Kong, China.
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75
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Gao YC, Zhou DD, Lu YB, Yang L, Gong XJ, Chen MY, Liang S, Huang WH, Zhang W. Antitumor potentials of onco-microbial in Chinese patients with pancreatic cancer. Heliyon 2024; 10:e40890. [PMID: 39720030 PMCID: PMC11665473 DOI: 10.1016/j.heliyon.2024.e40890] [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: 07/15/2024] [Revised: 11/11/2024] [Accepted: 12/02/2024] [Indexed: 12/26/2024] Open
Abstract
Recent studies have revealed that intratumoral microbiota is implicated in pancreatic cancer (PC), yet the spectra of intratumoral microbiota and their relationship with PC in Chinese patients remained to be clarified. In this study, tumor and paired paracancerous tissue from 53 patients were profiled by bacterial 16S rRNA gene sequencing. Both α- and β-diversity displayed significant differences between tumors and adjacent tissues, with higher diversity in tumors. Three bacteria phyla (Proteobacteria, Firmicutes, and Actinobacteria) were prevalent in both cancers and adjacent normal tissues. A high prevalence of Pseudomonas has been identified in the PC tumor microenvironment and was associated with prolonged overall survival. Furthermore, the results of in vitro experiments suggested that Pseudomonas fluorescens (P. fluorescens) could inhibit the proliferation and induce apoptosis of pancreatic cancer cells. These findings revealed distinctive microbial features of the PC tumors and normal tissues in Chinese populations and exhibited the antitumor potential of P. fluorescens in PC.
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Affiliation(s)
- Yong-Chao Gao
- Engineering Research Center of Applied Technology of Pharmacogenomics (Ministry of Education, China), Hunan Key Laboratory of Pharmacomicrobiomics, Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, 410078, China
| | - Ding-Ding Zhou
- Engineering Research Center of Applied Technology of Pharmacogenomics (Ministry of Education, China), Hunan Key Laboratory of Pharmacomicrobiomics, Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, 410078, China
| | - Ye-Bin Lu
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, 41008, China
| | - Li Yang
- Department of Pharmacy, Hunan Provincial People's Hospital, the First Affiliated Hospital of Hunan Normal University, No.61 Western Jiefang Road, Changsha, Hunan, China
| | - Xue-Jun Gong
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, 41008, China
| | - Man-Yun Chen
- Engineering Research Center of Applied Technology of Pharmacogenomics (Ministry of Education, China), Hunan Key Laboratory of Pharmacomicrobiomics, Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, 410078, China
| | - Shuai Liang
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, 41008, China
| | - Wei-Hua Huang
- Engineering Research Center of Applied Technology of Pharmacogenomics (Ministry of Education, China), Hunan Key Laboratory of Pharmacomicrobiomics, Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, 410078, China
| | - Wei Zhang
- Engineering Research Center of Applied Technology of Pharmacogenomics (Ministry of Education, China), Hunan Key Laboratory of Pharmacomicrobiomics, Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, 410078, China
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May MS, Park H, Moallem DH, Seeram D, Dajiang S, Hibshoosh H, Jamison JK, Uhlemann AC, Manji GA. Low Bacterial Biomass in Human Pancreatic Cancer and Adjacent Normal Tissue. Int J Mol Sci 2024; 26:140. [PMID: 39795998 PMCID: PMC11720454 DOI: 10.3390/ijms26010140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Revised: 12/18/2024] [Accepted: 12/20/2024] [Indexed: 01/13/2025] Open
Abstract
The gut microbiome plays an important role in the carcinogenesis of luminal gastrointestinal malignancies and response to antineoplastic therapy. Preclinical studies have suggested a role of intratumoral gammaproteobacteria in mediating response to gemcitabine-based chemotherapy in pancreatic ductal adenocarcinoma (PDAC). To our knowledge, this is the first study to evaluate the impact of the PDAC microbiome on chemotherapy response using samples from human pancreatic tumor resections. We performed 16S rRNA gene amplification and sequencing on both formalin-fixed paraffin-embedded (FFPE) and fresh frozen human PDAC resection samples. We analyzed frozen samples from 26 patients with resected PDAC and examined tumor and tumor-adjacent normal tissue. These patients represented nine long-term survivors (LTS) and nine short-term survivors (STS) after neoadjuvant gemcitabine therapy and eight control patients who did not receive any neoadjuvant therapy prior to resection. We also included FFPE samples from five patients, including tumor samples (3 samples per patient), tumor-adjacent normal tissue (2 per patient) and tumor-adjacent paraffin (1 per patient). Within frozen tissue, total DNA yields were high, but bacterial DNA was generally low, comparable to those seen in negative controls. In FFPE tissue, DNA yields were low and bacterial abundances were comparable in paraffin, tumor and normal PDAC samples. Gammaproteobacteria concentrations did not correlate with outcomes in patients treated with neoadjuvant gemcitabine-based chemotherapy. Our study found low microbial biomass in pancreatic tumor tissue, with no detectable association between bacterial taxa and chemotherapy outcomes. These results suggest a limited role of the microbiome in gemcitabine-based chemotherapy response in PDAC. Preclinical studies have implicated the pancreatic tumor microbiome in driving response to therapy. Cytidine deaminase, an enzyme produced by gammaproteobacteria, can metabolize gemcitabine and has been hypothesized to inhibit pancreatic tumor response to chemotherapy. Several clinical trials have evaluated the role of the tumor microbiome in pancreatic cancer treatment. We evaluated the impact of the pancreatic tumor microbiome on chemotherapy response using samples from human pancreatic tumor resections. We found a low microbial load that is partially attributable to contaminants and that gammaproteobacteria levels did not correlate with outcomes in patients with pancreatic cancer treated with gemcitabine-based chemotherapy.
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Affiliation(s)
- Michael S. May
- Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, 630 West 168th Street, New York, NY 10032, USA; (H.P.); (D.H.M.); (D.S.); (J.K.J.); (A.-C.U.); (G.A.M.)
| | - Heekuk Park
- Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, 630 West 168th Street, New York, NY 10032, USA; (H.P.); (D.H.M.); (D.S.); (J.K.J.); (A.-C.U.); (G.A.M.)
| | - Dalia H. Moallem
- Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, 630 West 168th Street, New York, NY 10032, USA; (H.P.); (D.H.M.); (D.S.); (J.K.J.); (A.-C.U.); (G.A.M.)
| | - Dwayne Seeram
- Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, 630 West 168th Street, New York, NY 10032, USA; (H.P.); (D.H.M.); (D.S.); (J.K.J.); (A.-C.U.); (G.A.M.)
| | - Sun Dajiang
- Department of Pathology, Vagelos College of Physicians & Surgeons, Columbia University, 630 West 168th Street, New York, NY 10032, USA; (S.D.); (H.H.)
| | - Hanina Hibshoosh
- Department of Pathology, Vagelos College of Physicians & Surgeons, Columbia University, 630 West 168th Street, New York, NY 10032, USA; (S.D.); (H.H.)
| | - Jacob K. Jamison
- Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, 630 West 168th Street, New York, NY 10032, USA; (H.P.); (D.H.M.); (D.S.); (J.K.J.); (A.-C.U.); (G.A.M.)
| | - Anne-Catrin Uhlemann
- Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, 630 West 168th Street, New York, NY 10032, USA; (H.P.); (D.H.M.); (D.S.); (J.K.J.); (A.-C.U.); (G.A.M.)
| | - Gulam A. Manji
- Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, 630 West 168th Street, New York, NY 10032, USA; (H.P.); (D.H.M.); (D.S.); (J.K.J.); (A.-C.U.); (G.A.M.)
- The Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians & Surgeons, Columbia University, 630 West 168th Street, New York, NY 10032, USA
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D’Antonio DL, Zenoniani A, Umme S, Piattelli A, Curia MC. Intratumoral Fusobacterium nucleatum in Pancreatic Cancer: Current and Future Perspectives. Pathogens 2024; 14:2. [PMID: 39860963 PMCID: PMC11768203 DOI: 10.3390/pathogens14010002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Revised: 12/22/2024] [Accepted: 12/24/2024] [Indexed: 01/27/2025] Open
Abstract
The intratumoral microbiome plays a significant role in many cancers, such as lung, pancreatic, and colorectal cancer. Pancreatic cancer (PC) is one of the most lethal malignancies and is often diagnosed at advanced stages. Fusobacterium nucleatum (Fn), an anaerobic Gram-negative bacterium primarily residing in the oral cavity, has garnered significant attention for its emerging role in several extra-oral human diseases and, lately, in pancreatic cancer progression and prognosis. It is now recognized as oncobacterium. Fn engages in pancreatic tumorigenesis and metastasis through multifaceted mechanisms, including immune response modulation, virulence factors, control of cell proliferation, intestinal metabolite interactions, DNA damage, and epithelial-mesenchymal transition. Additionally, compelling research suggests that Fn may exert detrimental effects on cancer treatment outcomes. This paper extends the perspective to pancreatic cancer associated with Fn. The central focus is to unravel the oncogenomic changes driven by Fn in colonization, initiation, and promotion of pancreatic cancer development. The presence of Fusobacterium species can be considered a prognostic marker of PC, and it is also correlated to chemoresistance. Furthermore, this review underscores the clinical research significance of Fn as a potential tumor biomarker and therapeutic target, offering a novel outlook on its applicability in cancer detection and prognostic assessment. It is thought that given the role of Fn in tumor formation and metastasis processes via its FadA, FapA, Fap2, and RadD, new therapies for tumor treatment targeting Fn will be developed.
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Affiliation(s)
- Domenica Lucia D’Antonio
- Department of Medical, Oral and Biotechnological Sciences, “G. d’Annunzio” University of Chieti-Pescara, Via dei Vestini, 66100 Chieti, Italy; (D.L.D.); (A.Z.); (S.U.)
| | - Anna Zenoniani
- Department of Medical, Oral and Biotechnological Sciences, “G. d’Annunzio” University of Chieti-Pescara, Via dei Vestini, 66100 Chieti, Italy; (D.L.D.); (A.Z.); (S.U.)
| | - Samia Umme
- Department of Medical, Oral and Biotechnological Sciences, “G. d’Annunzio” University of Chieti-Pescara, Via dei Vestini, 66100 Chieti, Italy; (D.L.D.); (A.Z.); (S.U.)
- Department of Neuroscience, Imaging and Clinical Sciences, “G. d’Annunzio” University of Chieti-Pescara, Via dei Vestini, 66100 Chieti, Italy
| | - Adriano Piattelli
- School of Dentistry, Saint Camillus International University of Health and Medical Sciences (UniCamillus), 00131 Rome, Italy;
- Facultad de Medicina, UCAM Universidad Católica San Antonio de Murcia, 30107 Murcia, Spain
| | - Maria Cristina Curia
- Department of Medical, Oral and Biotechnological Sciences, “G. d’Annunzio” University of Chieti-Pescara, Via dei Vestini, 66100 Chieti, Italy; (D.L.D.); (A.Z.); (S.U.)
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78
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Farhadi Rad H, Tahmasebi H, Javani S, Hemati M, Zakerhamidi D, Hosseini M, Alibabaei F, Banihashemian SZ, Oksenych V, Eslami M. Microbiota and Cytokine Modulation: Innovations in Enhancing Anticancer Immunity and Personalized Cancer Therapies. Biomedicines 2024; 12:2776. [PMID: 39767682 PMCID: PMC11673251 DOI: 10.3390/biomedicines12122776] [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: 11/15/2024] [Revised: 12/03/2024] [Accepted: 12/04/2024] [Indexed: 01/11/2025] Open
Abstract
The gut microbiota plays a crucial role in modulating anticancer immunity, significantly impacting the effectiveness of various cancer therapies, including immunotherapy, chemotherapy, and radiotherapy. Its impact on the development of cancer is complex; certain bacteria, like Fusobacterium nucleatum and Bacteroides fragilis, can stimulate the growth of tumors by causing immunological evasion and inflammation, while advantageous strains, like Faecalibaculum rodentium, have the ability to suppress tumors by modifying immune responses. Cytokine activity and immune system regulation are intimately related. Cytokines including TGF-β, IL-6, and IL-10 promote tumor development by inhibiting efficient immune surveillance. The gut microbiome exhibits a delicate balance between pro- and anti-tumorigenic factors, as evidenced by the enhancement of anti-tumor immunity by cytokines such as IL-12 and IFN-γ. Improved immunotherapy responses are linked to a diverse microbiota, which is correlated with higher tumor infiltration and cytotoxic T-cell activation. Because microbial metabolites, especially short-chain fatty acids, affect cytokine expression and immune cell activation inside the tumor microenvironment, this link highlights the need to maintain microbial balance for optimal treatment effects. Additionally, through stimulating T-cell activation, bacteria like Lactobacillus rhamnosus and Bifidobacterium bifidum increase cytokine production and improve the efficacy of immune checkpoint inhibitors (ICIs). An option for overcoming ICI resistance is fecal microbiota transplantation (FMT), since research suggests that it improves melanoma outcomes by increasing CD8+ T-cell activation. This complex interaction provides an opportunity for novel cancer therapies by highlighting the possibility of microbiome modification as a therapeutic approach in personalized oncology approaches.
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Affiliation(s)
| | - Hamed Tahmasebi
- School of Medicine, Shahroud University of Medical Sciences, Shahroud, Iran
| | | | - Maral Hemati
- Cancer Research Center, Semnan University of Medical Sciences, Semnan, Iran
| | - Darya Zakerhamidi
- Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Masoomeh Hosseini
- Department of Immunology, Semnan University of Medical Sciences, Semnan, Iran
| | - Farnaz Alibabaei
- Student Research Committee, Semnan University of Medical Sciences, Semnan, Iran
| | | | - Valentyn Oksenych
- University of Bergen, 5020 Bergen, Norway
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology (NTNU), 7028 Trondheim, Norway
- Department of Biosciences and Nutrition, Karolinska Institutet, 14183 Huddinge, Sweden
| | - Majid Eslami
- Cancer Research Center, Semnan University of Medical Sciences, Semnan, Iran
- Department of Bacteriology and Virology, Semnan University of Medical Sciences, Semnan, Iran
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79
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Hashimoto A, Hashimoto S. Plasticity and Tumor Microenvironment in Pancreatic Cancer: Genetic, Metabolic, and Immune Perspectives. Cancers (Basel) 2024; 16:4094. [PMID: 39682280 DOI: 10.3390/cancers16234094] [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: 11/09/2024] [Revised: 11/29/2024] [Accepted: 12/03/2024] [Indexed: 12/18/2024] Open
Abstract
Cancer has long been believed to be a genetic disease caused by the accumulation of mutations in key genes involved in cellular processes. However, recent advances in sequencing technology have demonstrated that cells with cancer driver mutations are also present in normal tissues in response to aging, environmental damage, and chronic inflammation, suggesting that not only intrinsic factors within cancer cells, but also environmental alterations are important key factors in cancer development and progression. Pancreatic cancer tissue is mostly comprised of stromal cells and immune cells. The desmoplasmic microenvironment characteristic of pancreatic cancer is hypoxic and hypotrophic. Pancreatic cancer cells may adapt to this environment by rewiring their metabolism through epigenomic changes, enhancing intrinsic plasticity, creating an acidic and immunosuppressive tumor microenvironment, and inducing noncancerous cells to become tumor-promoting. In addition, pancreatic cancer has often metastasized to local and distant sites by the time of diagnosis, suggesting that a similar mechanism is operating from the precancerous stage. Here, we review key recent findings on how pancreatic cancers acquire plasticity, undergo metabolic reprogramming, and promote immunosuppressive microenvironment formation during their evolution. Furthermore, we present the following two signaling pathways that we have identified: one based on the small G-protein ARF6 driven by KRAS/TP53 mutations, and the other based on the RNA-binding protein Arid5a mediated by inflammatory cytokines, which promote both metabolic reprogramming and immune evasion in pancreatic cancer. Finally, the striking diversity among pancreatic cancers in the relative importance of mutational burden and the tumor microenvironment, their clinical relevance, and the potential for novel therapeutic strategies will be discussed.
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Affiliation(s)
- Ari Hashimoto
- Department of Molecular Biology, Graduate School of Medicine, Hokkaido University, Sapporo 060-8638, Japan
| | - Shigeru Hashimoto
- Division of Molecular Psychoimmunology, Institute for Genetic Medicine, Hokkaido University, Sapporo 060-0818, Japan
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80
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Awad D, Attebury H, Hong R, Kim K, Zhang L, Bischoff A, deDekker A, Hoostal M, Nieto Carrion JA, Nelson NS, Strayhorn C, Frankel T, di Magliano MP, Lyssiotis CA, Schmidt TM, Daley D. Isolation and characterization of microbiota from human pancreatic tumors and small intestine. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.27.625762. [PMID: 39677718 PMCID: PMC11642792 DOI: 10.1101/2024.11.27.625762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
Pancreatic ductal adenocarcinoma has a unique tumor microbiome and the systemic depletion of bacteria or fungi using antibiotic/antifungal cocktails leads to a decrease in pancreatic tumor burden in mice. However, functional studies remain rare due to the limited availability of clinically relevant microbiota. Here, we describe in detail the isolation of bacteria and fungi from the small intestine and tumor of pancreatic cancer patients at the Rogel Cancer Center. We then further characterized the impact of a newly isolated Klebsiella oxytoca strain ( UMKO1 ) on the pancreatic tumor microenvironment using bacterial genome sequencing, untargeted and targeted metabolomics, as well as an ex vivo tumor transplant system. We found that UMKO1 possesses a gene for the long form of cytidine deaminase, which can inactivate the standard PDAC chemotherapeutic agent gemcitabine. In addition, we found that UMKO1 can produce several indoles when grown in tumor-like conditions, metabolites that can lead to an immune suppressive environment and interfere with therapy outcome. To test this in detail, we assessed changes in immune populations in pancreatic tumor explants upon exposure to the supernatant of UMKO1 and other isolated bacteria grown in tumor Interstitial fluid media (TIFM). We found that while none of the bacterial supernatants changed the abundance of CD8 T cells, granzyme B positive CD8 T cells were the lowest in tumor explants exposed to UMKO1 , and not other isolated Klebsiella species or the non-pathogenic laboratory strain E. coli K12 . In summary, the isolated collection of bacteria and fungi from this study are a valuable toolbox to study the impact of microbiota on pancreatic cancer.
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81
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Ma ZS, Li L. Identifications of the potential in-silico biomarkers in lung cancer tissue microbiomes. Comput Biol Med 2024; 183:109231. [PMID: 39432998 DOI: 10.1016/j.compbiomed.2024.109231] [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: 06/23/2024] [Revised: 09/04/2024] [Accepted: 09/28/2024] [Indexed: 10/23/2024]
Abstract
It is postulated that the tumor tissue microbiome is one of the enabling characteristics that can either promote or suppress the ability of tumors to acquire certain hallmarks of cancer. This underscores its critical importance in carcinogenesis, cancer progression, and therapy responses. However, characterizing the tumor microbiomes is extremely challenging because of their low biomass and severe difficulties in controlling laboratory-borne contaminants, which is further aggravated by lack of comprehensively effective computational approaches to identify unique or enriched microbial species associated with cancers. Here we take advantage of a recent computational framework by Ma (2024), termed metagenome comparison (MC) framework (MCF), which can detect treatment-specific, unique or enriched OMUs (operational metagenomic unit), or US/ES (unique/enriched species) when adapted for this study. We apply the MCF to reanalyze four lung cancer tissue microbiome datasets, which include samples from Lung Adenocarcinoma (LUAD), Lung Squamous Cell Carcinoma (LUSC), and their adjacent normal tissue (NT) controls. Our analysis is structured around three distinct schemes: Scheme I-separately detecting the US/ES for each of the four lung cancer microbiome datasets; Scheme II-consolidation of the four datasets followed by detection of US/ES in the combined datasets; Scheme III-construction of the union and intersection sets of US/ES derived from the results of the preceding two schemes. The generated lists of US/ES, including enriched microbial phyla, likely hold significant biomedical value for developing diagnostic and prognostic biomarkers for lung cancer risk assessment, improving the efficacy of immunotherapy, and designing novel microbiome-based therapies in lung cancer research.
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Affiliation(s)
- Zhanshan Sam Ma
- Faculty of Arts and Sciences, Harvard University, Cambridge, MA, 02138, USA; Microbiome Medicine and Advanced AI Lab, Cambridge, MA, 02138, USA; Computational Biology and Medical Ecology Lab, Kunming Institute of Zoology, Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, China.
| | - Lianwei Li
- Computational Biology and Medical Ecology Lab, Kunming Institute of Zoology, Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, China
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82
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Ma Y, Chen T, Sun T, Dilimulati D, Xiao Y. The oncomicrobiome: New insights into microorganisms in cancer. Microb Pathog 2024; 197:107091. [PMID: 39481695 DOI: 10.1016/j.micpath.2024.107091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Revised: 10/15/2024] [Accepted: 10/28/2024] [Indexed: 11/02/2024]
Abstract
The discoveries of the oncomicrobiome (intratumoral microbiome) and oncomicrobiota (intratumoral microbiota) represent significant advances in tumor research and have rapidly become of key interest to the field. Within tumors, microorganisms such as bacteria, fungi, viruses, and archaea form the oncomicrobiota and are primarily found within tumor cells, immunocytes, and the intercellular matrix. The oncomicrobiome exhibits marked heterogeneity and is associated with tumor initiation, progression, metastasis, and treatment response. Interactions between the oncomicrobiome and the immune system can modulate host antitumor immunity, influencing the efficacy of immunotherapies. Oncomicrobiome research also faces numerous challenges, including overcoming methodological issues such as low target abundance, susceptibility to contamination, and biases in sample handling and analysis methods across different studies. Furthermore, studies of the oncomicrobiome may be confounded by baseline differences in microbiomes among populations driven by both environmental and genetic factors. Most studies to date have revealed associations between the oncomicrobiome and tumors, but very few have established mechanistic links between the two. This review introduces the relevant concepts, detection methods, sources, and characteristics of the oncomicrobiome. We then describe the composition of the oncomicrobiome in common tumors and its role in shaping the tumor microenvironment. We also discuss the current problems and challenges to be overcome in this rapidly progressing field.
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Affiliation(s)
- Yingying Ma
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Tao Chen
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Tingting Sun
- Department of Structure and Morphology, Jinan Microecological Biomedicine Shandong Laboratory, Jinan, China; Shandong Academy of Medical Sciences, Shandong First Medical University, Jinan, China
| | - Dilinuer Dilimulati
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yonghong Xiao
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China; Department of Structure and Morphology, Jinan Microecological Biomedicine Shandong Laboratory, Jinan, China; Peking Union Medical College & Institute of Pathogen Biology, Chinese Academy of Medical Sciences & Research Units of Infectious Disease and Microecology, Chinese Academy of Medical Sciences, Beijing, China.
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83
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Cantón R, De Lucas Ramos P, García-Botella A, García-Lledó A, Hernández-Sampelayo T, Gómez-Pavón J, González Del Castillo J, Martín-Delgado MC, Martín Sánchez FJ, Martínez-Sellés M, Molero García JM, Moreno Guillén S, Rodríguez-Artalejo FJ, Reigadas E, Del Campo R, Serrano S, Ruiz-Galiana J, Bouza E. Human intestinal microbiome: Role in health and disease. REVISTA ESPANOLA DE QUIMIOTERAPIA : PUBLICACION OFICIAL DE LA SOCIEDAD ESPANOLA DE QUIMIOTERAPIA 2024; 37:438-453. [PMID: 38978509 PMCID: PMC11578434 DOI: 10.37201/req/056.2024] [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: 06/21/2024] [Accepted: 07/01/2024] [Indexed: 07/10/2024]
Abstract
The study of the microbiota and the microbiome, and specifically the intestinal one, has determined great interest due to the possible association of their alterations with numerous diseases. These include entities as diverse as Crohn's disease, autism, diabetes, cancer or situations as prevalent today as obesity. In view of this situation, different recommendations have been performed regarding the use of probiotics, prebiotics, and postbiotics as modulators of the microbiota and the microbiome, seeking both preventive and therapeutic effects, and faecal material transfer (FMT) is proposed as an alternative. The latter has emerged as the only proven beneficial intervention on the intestinal microbiome, specifically in the treatment of recurrent colitis associated with Clostridioides difficile (R-CDI). In the rest of the entities, the lowering of laboratory costs has favored the study of the microbiome, which is resolved by delivering reports with catalogs of microorganisms, metabolites or supposed biomarkers without consensus on their composition associated with healthy or diseased microbiota and the disease. There is still insufficient evidence in any disease for interventions on the microbiome beyond FMT and R-CDI. Multi- and multi-disciplinary work with extensive research and the application of artificial intelligence in this field may shed light on the questions raised currently. Ethical issues must also be resolved in light of possible interventions within the umbrella of personalized medicine.
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Affiliation(s)
- R Cantón
- Rafael Cantón. Servicio de Microbiología. Hospital Universitario Ramón y Cajal and Instituto Ramón y Cajal de Investigación Sanitaria. CIBER de Enfermedades Infecciosas (CIBERINFEC). Madrid, Spain.
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84
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Jiang H, Li L, Bao Y, Cao X, Ma L. Microbiota in tumors: new factor influencing cancer development. Cancer Gene Ther 2024; 31:1773-1785. [PMID: 39342031 DOI: 10.1038/s41417-024-00833-0] [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: 06/12/2024] [Revised: 08/25/2024] [Accepted: 09/11/2024] [Indexed: 10/01/2024]
Abstract
Tumor microbiota research is a new field in oncology. With the advancement of high-throughput sequencing, there is growing evidence that a microbial community exists within tumor tissue. How these bacteria access tumor cells varies, including through the invasion of mucous membranes, the bloodstream, or the gut-organ axis. Previous literature has shown that microbes promote the development and progression of cancer through various mechanisms, such as affecting the host's immune system, promoting inflammation, regulating metabolism, and activating invasion and transfer. The study of the tumor microbiota offers a new perspective for the diagnosis and treatment of cancer, and it holds the potential for the development of new diagnostic tools and therapies. The role of the tumor microbiota in the pathogenesis of cancer is becoming increasingly evident, and future research will continue to uncover the specific mechanisms of action of these microbes, potentially shedding light on new strategies and methods for cancer prevention and therapy. This article reviews the latest advancements in this field, including how intratumor microbes migrate, their carcinogenic mechanisms, and the characteristics of different types of tumor microbes as well as the application of relevant methods in tumor microbiota research and the clinical values of targeting tumor microbes in cancer therapy.
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Affiliation(s)
- Haixia Jiang
- Department of Laboratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lan Li
- Department of Laboratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yunxia Bao
- Department of Laboratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiongyue Cao
- Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai, China.
| | - Lifang Ma
- Department of Laboratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
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85
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Wang SM, Zhang MF, Pan QH, Yu TF, Lei RL, Li QJ. Causal Relationships Between Gut Microbiota, Immune Cell and Pancreatic Cancer: A Two-Step, Two-Sample Mendelian Randomization Study. World J Oncol 2024; 15:922-928. [PMID: 39697429 PMCID: PMC11650607 DOI: 10.14740/wjon1960] [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: 08/25/2024] [Accepted: 10/17/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Gut microbiota (GM) is associated with both the occurrence and development of pancreatic cancer (PC), and immune cells potentially play a role in this process. This study sought to evaluate the causative effect of GM on PC and to ascertain possible immune cell mediators. METHODS The study primarily employed a two-step, two-sample Mendelian randomization (MR) analysis to explore the causal relationship between GM and PC within the European population, placing particular emphasis on the application of the inverse variance weighted (IVW) approach. Additionally, mediation analysis was conducted to explore the potential influence of immune cells as mediators. RESULTS The MR analysis revealed a significant association between Geminocystis and the risk of PC. Increased abundance of Geminocystis was positively associated with the risk of PC (odds ratio (OR): 2.580, 95% confidence interval (CI): 1.050 - 6.342). The validity of the outcomes was also verified by the sensitivity analysis. The mediation MR analysis showed that the B-cell absolute count served as a partial intermediary in the causal link between Geminocystis and the risk of PC, contributing to 15.321% of the mediating impact. CONCLUSION This MR study demonstrated that Geminocystis has a causal relationship with PC and potentially mediates B-cell absolute count in the TBNK panel.
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Affiliation(s)
- Si Ming Wang
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- These authors contributed equally to this article
| | - Ming Feng Zhang
- Department of Oncology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- These authors contributed equally to this article
| | - Qian Hui Pan
- Department of Gastroenterology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- These authors contributed equally to this article
| | - Ting Feng Yu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- Department of Gastroenterology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Rui Lin Lei
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- Department of Gynecological Oncology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Qing Jian Li
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- Department of Oncology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
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86
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Chen RH, Cao JY, Feng S, Huang HT, Lin YM, Jiang JY, Yi XW, Ling Q. Integrated chromosomal instability and tumor microbiome redefined prognosis-related subtypes of pancreatic cancer. Hepatobiliary Pancreat Dis Int 2024; 23:620-627. [PMID: 38556382 DOI: 10.1016/j.hbpd.2024.03.002] [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: 08/14/2023] [Accepted: 03/11/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND Pancreatic cancer is a common malignancy with poor prognosis and limited treatment. Here we aimed to investigate the role of host chromosomal instability (CIN) and tumor microbiome in the prognosis of pancreatic cancer patients. METHODS One hundred formalin-fixed paraffin-embedded (FFPE) pancreatic cancer samples were collected. DNA extracted from FFPE samples were analyzed by low-coverage whole-genome sequencing (WGS) via a customized bioinformatics workflow named ultrasensitive chromosomal aneuploidy detector. RESULTS Samples were tested according to the procedure of ultrasensitive chromosomal aneuploidy detector (UCAD). We excluded 2 samples with failed quality control, 1 patient lost to follow-up and 6 dead in the perioperative period. The final 91 patients were admitted for the following analyses. Thirteen (14.3%) patients with higher CIN score had worse overall survival (OS) than those with lower CIN score. The top 20 microbes in pancreatic cancer samples included 15 species of bacteria and 5 species of viruses. Patients with high human herpesvirus (HHV)-7 and HHV-5 DNA reads exhibited worse OS. Furthermore, we classified 91 patients into 3 subtypes. Patients with higher CIN score (n =13) had the worst prognosis (median OS 6.9 mon); patients with lower CIN score but with HHV-7/5 DNA load (n = 24) had worse prognosis (median OS 10.6 mon); while patients with lower CIN score and HHV-7/5 DNA negative (n = 54) had the best prognosis (median OS 21.1 mon). CONCLUSIONS High CIN and HHV-7/5 DNA load were associated with worse survival of pancreatic cancer. The novel molecular subtypes of pancreatic cancer based on CIN and microbiome had prognostic value.
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Affiliation(s)
- Rui-Han Chen
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China; NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China
| | - Jia-Ying Cao
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China; NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China
| | - Shi Feng
- Department of Pathology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
| | - Hai-Tao Huang
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China; NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China; Department of Surgery, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, China
| | - Yi-Mou Lin
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China; NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China
| | - Jing-Yu Jiang
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China; NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China
| | - Xue-Wen Yi
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China; NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China
| | - Qi Ling
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China; NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China; State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China.
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87
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Wang E, Ren K, Wang X, Du S, Gao X, Niu W, Guan C, Liu X, Wu P, Liu C, Yu J, Song K. The close association of Muribaculum and PA (10:0/a-17:0) with the occurrence of pancreatic ductal adenocarcinoma and immunotherapy. Front Immunol 2024; 15:1505966. [PMID: 39676871 PMCID: PMC11638228 DOI: 10.3389/fimmu.2024.1505966] [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: 10/04/2024] [Accepted: 11/06/2024] [Indexed: 12/17/2024] Open
Abstract
Background Progress in immunotherapy for pancreatic ductal adenocarcinoma (PDAC) has been slow, yet the relationship between microorganisms and metabolites is crucial to PDAC development. This study compares the biliary microbiota and metabolomic profiles of PDAC patients with those of benign pancreatic disease patients to investigate PDAC pathogenesis and its relationship with immunotherapy. Methods A total of 27 patients were recruited, including 15 diagnosed with PDAC and 12 with benign pancreaticobiliary conditions, all of whom underwent surgical treatment. Intraoperative bile samples were collected and analyzed using 16S rRNA sequencing in conjunction with liquid chromatography-mass spectrometry (LC-MS). Multivariate statistical methods and correlation analyzes were employed to assess differences in microbial composition, structure, and function between malignant and benign pancreatic diseases. Additionally, a retrospective analysis was conducted on PDAC patients post-surgery regarding immunotherapy and its correlation with metabolic components. Results PDAC patients exhibited a significantly higher abundance of bile microbiota compared to controls, with notable differences in microbiota structure between the two groups (P < 0.05). At the genus level, Muribaculum was markedly enriched in the bile of PDAC patients and was strongly correlated with phosphatidic acid (PA) (10:0/a-17:0). Both of these components, along with the tumor marker CA199, formulated a predictor of PDAC. Furthermore, PA (10:0/a-17:0) demonstrated a strong correlation with PDAC immunotherapy outcomes (Rho: 0.758; P=0.011). Conclusion These findings suggest that the biliary microbiota and associated metabolites play a crucial role in the development of PDAC and may serve as potential predictive biomarkers and therapeutic targets for disease management.
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Affiliation(s)
- Enzhao Wang
- Department of Hepatobiliary and Pancreatic Surgery, Fuyang People’s Hospital, Fuyang, Anhui, China
| | - Kuiwu Ren
- Department of Hepatobiliary and Pancreatic Surgery, Fuyang People’s Hospital, Fuyang, Anhui, China
| | - Xiangyu Wang
- Department of Hepatobiliary and Pancreatic Surgery, the Affiliated Fuyang Hospital of Bengbu Medical University, Fuyang, Anhui, China
| | - Sen Du
- Department of Hepatobiliary and Pancreatic Surgery, the Affiliated Fuyang Hospital of Bengbu Medical University, Fuyang, Anhui, China
| | - Xiang Gao
- Department of Hepatobiliary and Pancreatic Surgery, the Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, Anhui, China
| | - Wang Niu
- Department of Hepatobiliary and Pancreatic Surgery, the Affiliated Fuyang Hospital of Bengbu Medical University, Fuyang, Anhui, China
| | - Chenyue Guan
- Graduate School, Wannan Medical College, Wuhu, Anhui, China
| | - Xue Liu
- Department of Hepatobiliary and Pancreatic Surgery, the Affiliated Fuyang Hospital of Bengbu Medical University, Fuyang, Anhui, China
| | - Panpan Wu
- Department of Hepatobiliary and Pancreatic Surgery, Fuyang People’s Hospital, Fuyang, Anhui, China
| | - Chunlong Liu
- Department of Hepatobiliary and Pancreatic Surgery, Fuyang People’s Hospital, Fuyang, Anhui, China
| | - Jiangtao Yu
- Department of Hepatobiliary and Pancreatic Surgery, the Affiliated Fuyang Hospital of Bengbu Medical University, Fuyang, Anhui, China
- Department of Hepatobiliary and Pancreatic Surgery, the Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, Anhui, China
| | - Kun Song
- Department of Hepatobiliary and Pancreatic Surgery, the Affiliated Fuyang Hospital of Bengbu Medical University, Fuyang, Anhui, China
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88
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Zhang J, Chen H, Yang R, Tang J, Yu X, Zeng P, Peng W. Association between immune cell attributes, serum metabolites, inflammatory protein factors, and colorectal cancer: A Mendelian randomization study. Medicine (Baltimore) 2024; 103:e40691. [PMID: 39612465 PMCID: PMC11608676 DOI: 10.1097/md.0000000000040691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Accepted: 11/07/2024] [Indexed: 12/01/2024] Open
Abstract
Understanding the role of the tumor microenvironment in colorectal cancer (CRC) progression remains a challenge due to its complexity. Investigating the interplay between immune cell characteristics, serum metabolites, inflammatory protein factors, and CRC could unveil novel therapeutic avenues. We used 2-sample Mendelian randomization (MR) on Genome-Wide Association Studies (GWAS) data to explore causal links between 731 immune cell characteristics, 1400 serum metabolites, 91 inflammatory proteins, and CRC. Various MR methods, including inverse variance weighted (IVW) and MR-Egger, were applied to ensure robust analysis. Sensitivity analyses, such as the MR-Egger intercept test, Cochran's Q test, and leave-one-out analysis, were performed to check for pleiotropy, heterogeneity, and influential outliers. Following rigorous genetic variation screening, we identified 43 immune cell characteristics associated with CRC. Notably, 7 immunophenotypes, including CD39+ CD4+ T cell Absolute Count, exhibited significant associations as protective factors. Additionally, 36 other immunophenotypes showed significant causal relationships with CRC. Among serum metabolites, 37 were correlated with CRC, with 1-arachidonoyl-gpc (20: 4n6) being the most closely linked as a risk factor. Similarly, 36 serum metabolites displayed significant causal relationships with CRC. Seven inflammatory protein factors exhibited causal relationships with CRC, with 4 posing as risk factors and 3 as protective factors. Our study scrutinized 731 immune cell characteristics, 1400 serum metabolites, and 91 inflammatory protein factors within the tumor microenvironment. We confirmed causal relationships between 43 immune cell characteristics, 37 serum metabolites, and 7 inflammatory protein factors with CRC. These findings offer novel insights into the potential etiology, prevention, and treatment strategies for CRC.
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Affiliation(s)
- Jingting Zhang
- Hunan Provincial Hospital of Integrated Traditional Chinese and Western, Cancer Research Institute of Hunan Academy of Traditional Chinese Medicine, Hunan Academy of Chinese Medicine, Hunan, China
- School of Traditional Chinese Medicine, Hunan University of Chinese Medicine, Hunan, China
| | - Hongyao Chen
- School of Traditional Chinese Medicine, Hunan University of Chinese Medicine, Hunan, China
| | - Renyi Yang
- School of Traditional Chinese Medicine, Hunan University of Chinese Medicine, Hunan, China
| | - Jincheng Tang
- School of Traditional Chinese Medicine, Hunan University of Chinese Medicine, Hunan, China
| | - Xiaopeng Yu
- School of Traditional Chinese Medicine, Hunan University of Chinese Medicine, Hunan, China
| | - Puhua Zeng
- Hunan Provincial Hospital of Integrated Traditional Chinese and Western, Cancer Research Institute of Hunan Academy of Traditional Chinese Medicine, Hunan Academy of Chinese Medicine, Hunan, China
| | - Wei Peng
- Hunan Provincial Hospital of Integrated Traditional Chinese and Western, Cancer Research Institute of Hunan Academy of Traditional Chinese Medicine, Hunan Academy of Chinese Medicine, Hunan, China
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89
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Yao R, Sun L, Gao R, Mei Y, Xue G, Yu D. PTTM: dissecting the profile of tumor tissue microbiome to reveal microbiota features and associations with host transcriptome. Brief Bioinform 2024; 26:bbaf057. [PMID: 39924716 PMCID: PMC11807729 DOI: 10.1093/bib/bbaf057] [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: 10/10/2024] [Revised: 01/05/2025] [Accepted: 01/30/2025] [Indexed: 02/11/2025] Open
Abstract
Microbiota is present in the human tissue microenvironment and closely related to tumorigenesis and treatment. However, the landscape of tissue microbiome and its relationship with tumors remain less understood. In this study, we re-analyzed the omics data from the 7104 samples (94 projects for 15 cancers) in the NCBI database to obtain microbial profiles. After normalization and decontamination processing, we established classification models to distinguish between different tumors and tumor with adjacent normal tissues. The models had excellent performances, indicating that tissue microbiome had significant tumor specificity. Moreover, a series of key bacteria and bacteria-gene association pairs were screened out based on bioinformatic analysis, such as the tumor-promoting bacteria Fusobacterium, the tumor-suppressing bacteria Actinomyces, and the significant Rhodopseudomonas-COL1A1 association pair. In addition, we created a visual website, PTTM (http://198.46.152.196:7080/), for users to query and download the results. The identified key bacteria and association pairs provide candidate targets for further exploration of the molecular mechanisms of microbial action on tumorigenesis and the development of cancer therapy.
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Affiliation(s)
- Ruiqian Yao
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
- Department of Medical Genetics, Naval Medical University, Xiang-Yin Road, 800, Shanghai 200433, China
- Department of Dermatology, Naval Medical Centre, Naval Medical University, Shanghai 200052, China
| | - Lu Sun
- Department of Precision Medicine, Translational Medicine Research Center, Naval Medical University, Xiang-Yin Road, 800, Shanghai 200433, China
- Shanghai Key Laboratory of Cell Engineering, Shanghai, China
| | - Ruifang Gao
- Department of Precision Medicine, Translational Medicine Research Center, Naval Medical University, Xiang-Yin Road, 800, Shanghai 200433, China
- Shanghai Key Laboratory of Cell Engineering, Shanghai, China
| | - Yue Mei
- Department of Precision Medicine, Translational Medicine Research Center, Naval Medical University, Xiang-Yin Road, 800, Shanghai 200433, China
- Shanghai Key Laboratory of Cell Engineering, Shanghai, China
| | - Geng Xue
- Department of Medical Genetics, Naval Medical University, Xiang-Yin Road, 800, Shanghai 200433, China
| | - Dong Yu
- Department of Precision Medicine, Translational Medicine Research Center, Naval Medical University, Xiang-Yin Road, 800, Shanghai 200433, China
- Shanghai Key Laboratory of Cell Engineering, Shanghai, China
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90
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Huang L, Jiang C, Yan M, Wan W, Li S, Xiang Z, Wu J. The oral-gut microbiome axis in breast cancer: from basic research to therapeutic applications. Front Cell Infect Microbiol 2024; 14:1413266. [PMID: 39639864 PMCID: PMC11617537 DOI: 10.3389/fcimb.2024.1413266] [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: 04/07/2024] [Accepted: 11/01/2024] [Indexed: 12/07/2024] Open
Abstract
As a complicated and heterogeneous condition, breast cancer (BC) has posed a tremendous public health challenge across the world. Recent studies have uncovered the crucial effect of human microbiota on various perspectives of health and disease, which include cancer. The oral-gut microbiome axis, particularly, have been implicated in the occurrence and development of colorectal cancer through their intricate interactions with host immune system and modulation of systemic inflammation. However, the research concerning the impact of oral-gut microbiome axis on BC remains scarce. This study focused on comprehensively reviewing and summarizing the latest ideas about the potential bidirectional relation of the gut with oral microbiota in BC, emphasizing their potential impact on tumorigenesis, treatment response, and overall patient outcomes. This review can reveal the prospect of tumor microecology and propose a novel viewpoint that the oral-gut microbiome axis can be a breakthrough point in future BC studies.
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Affiliation(s)
- Lan Huang
- Department of Clinical Laboratory, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, Jiangsu, China
| | - Chun Jiang
- Department of Clinical Laboratory, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, Jiangsu, China
| | - Meina Yan
- Department of Clinical Laboratory, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, Jiangsu, China
| | - Weimin Wan
- Department of Clinical Laboratory, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, Jiangsu, China
| | - Shuxiang Li
- Department of Clinical Laboratory, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, Jiangsu, China
| | - Ze Xiang
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Jian Wu
- Department of Clinical Laboratory, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, Jiangsu, China
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91
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Tang G, Song Q, Dou J, Chen Z, Hu X, Li Z, Li X, Wang T, Dong S, Zhang H. Neutrophil-centric analysis of gastric cancer: prognostic modeling and molecular insights. Cell Mol Life Sci 2024; 81:452. [PMID: 39540948 PMCID: PMC11564594 DOI: 10.1007/s00018-024-05484-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Revised: 10/05/2024] [Accepted: 10/18/2024] [Indexed: 11/16/2024]
Abstract
Gastric cancer remains a significant global health concern with poor prognosis. This study investigates the role of neutrophils in gastric cancer progression and their potential as prognostic indicators. Using multi-omics approaches, including Weighted Gene Co-expression Network Analysis (WGCNA), machine learning, and single-cell analysis, we identified neutrophil-associated gene signatures and developed a robust prognostic model. Our findings reveal distinct gastric cancer subtypes based on neutrophil-associated genes, with one subtype showing increased neutrophil infiltration and poorer prognosis. Single-cell analysis uncovered neutrophil-associated alterations in cell composition, gene expression profiles, and intercellular communication within the tumor microenvironment. Additionally, we explored the relationship between neutrophil-associated genes, microbiota composition, and alternative splicing events in gastric cancer. Furthermore, we identified QKI as a key regulator of alternative splicing and demonstrated its role in promoting malignant phenotypes and enhancing TGF-beta signaling and epithelial-mesenchymal transition in gastric cancer cells by wet experiment. Lastly, the role of QKI in the association with drug resistance and the identification of specific agents for treating QKI-associated drug resistance were also explored. This comprehensive study provides novel insights into the complex interplay between neutrophils, the tumor microenvironment, microbiota, alternative splicing and gastric cancer progression, offering potential new targets for therapeutic intervention.
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Affiliation(s)
- Guangbo Tang
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, Shaanxi Province, People's Republic of China
| | - Qiong Song
- Department of Nephrology, Shaanxi Second People's Hospital, Xi'an, 710004, Shaanxi Province, People's Republic of China
| | - Jianhua Dou
- State Key Laboratory of Cancer Biology, Xijing Hospital of Digestive Diseases, Xi'an, 710032, Shaanxi Province, People's Republic of China
| | - Zhangqian Chen
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, 710049, Shaanxi Province, People's Republic of China
| | - Xi Hu
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, Shaanxi Province, People's Republic of China
| | - Zihang Li
- Department of Hematology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi Province, People's Republic of China
- Genome Institute, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, Shaanxi Province, People's Republic of China
| | - Xiujuan Li
- School of Automation Science and Engineering, Faculty of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, 710032, Shaanxi Province, People's Republic of China
| | - Tingjie Wang
- Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, 450003, Henan Province, People's Republic of China.
| | - Shanshan Dong
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, Shaanxi Province, People's Republic of China.
| | - Huqin Zhang
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, Shaanxi Province, People's Republic of China.
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92
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Fang Y, Liu X, Ren J, Wang X, Zhou F, Huang S, You L, Zhao Y. Integrated analysis of microbiome and metabolome reveals signatures in PDAC tumorigenesis and prognosis. Microbiol Spectr 2024; 12:e0096224. [PMID: 39387592 PMCID: PMC11540152 DOI: 10.1128/spectrum.00962-24] [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: 04/29/2024] [Accepted: 09/16/2024] [Indexed: 10/15/2024] Open
Abstract
Pancreatic cancer, predominantly pancreatic ductal adenocarcinoma (PDAC), is one of the most malignant tumors of the digestive system. Emerging evidence suggests the involvement of the microbiome and metabolic substances in the development of PDAC, yet the results remain contradictory. This study aims to identify the alterations and relationships in intratumoral microbiome and metabolites in PDAC. We collected matched tumor and normal adjacent tissue (NAT) samples from 105 PDAC patients and performed a 6-year follow-up. 2bRAD-M sequencing, untargeted liquid chromatography-tandem mass spectrometry, and untargeted gas chromatography-mass spectrometry were performed. Compared with NATs, microbial α-diversity decreased in PDAC tumors. The relative abundance of Staphylococcus aureus, Cutibacterium acnes, and Cutibacterium granulosum was higher in PDAC tumor after adjusting for confounding factors body mass index and M stage, and the presence of Ralstonia pickettii_B was found associated with a worse overall survival. Metabolomic analysis revealed distinctive differences in composition between PDAC and NAT, with 553 discriminative metabolites identified. Differential metabolites were revealed to originate from the microbiota and showed significant interactions with shifted bacterial species through KO (KEGG Orthology) genes. These findings suggest that the PDAC microenvironment harbors unique microbial-derived enzymatic reactions, potentially influencing the occurrence and development of PDAC by modulating the levels of glycerol-3-phosphate, succinate, carbonate, and beta-alanine. IMPORTANCE We conducted a large sample-size pancreatic adenocarcinoma microbiome study using a novel microbiome sequencing method and two metabolomic assays. Two significant outcomes of our analysis are: (i) commensal opportunistic pathogens Staphylococcus aureus, Cutibacterium acnes, and Cutibacterium granulosum were enriched in pancreatic ductal adenocarcinoma (PDAC) tumors compared with normal adjacent tissues, and (ii) worse overall survival was found related to the presence of Ralstonia pickettii_B. Microbial species affect the tumorigenesis, metastasis, and prognosis of PDAC via unique microbe-enzyme-metabolite interaction. Thus, our study highlights the need for further investigation of the potential associations between pancreatic microbiota-derived omics signatures, which may drive the clinical transformation of microbiome-derived strategies toward therapy-targeted bacteria.
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Affiliation(s)
- Yuan Fang
- Department of General
Surgery, Peking Union Medical College Hospital, Peking Union Medical
College, Chinese Academy of Medical
Sciences, Beijing,
China
- Key Laboratory of
Research in Pancreatic Tumor, Chinese Academy of Medical
Sciences, Beijing,
China
- National Science and
Technology Key Infrastructure on Translational Medicine in Peking Union
Medical College Hospital,
Beijing, China
- State Key Laboratory
of Complex Severe and Rare Diseases, Peking Union Medical College
Hospital, Chinese Academy of Medical Sciences and Peking Union Medical
College, Beijing,
China
| | - Xiaohong Liu
- Department of General
Surgery, Peking Union Medical College Hospital, Peking Union Medical
College, Chinese Academy of Medical
Sciences, Beijing,
China
- Key Laboratory of
Research in Pancreatic Tumor, Chinese Academy of Medical
Sciences, Beijing,
China
- National Science and
Technology Key Infrastructure on Translational Medicine in Peking Union
Medical College Hospital,
Beijing, China
- State Key Laboratory
of Complex Severe and Rare Diseases, Peking Union Medical College
Hospital, Chinese Academy of Medical Sciences and Peking Union Medical
College, Beijing,
China
| | - Jie Ren
- Department of General
Surgery, Peking Union Medical College Hospital, Peking Union Medical
College, Chinese Academy of Medical
Sciences, Beijing,
China
- Key Laboratory of
Research in Pancreatic Tumor, Chinese Academy of Medical
Sciences, Beijing,
China
- National Science and
Technology Key Infrastructure on Translational Medicine in Peking Union
Medical College Hospital,
Beijing, China
- State Key Laboratory
of Complex Severe and Rare Diseases, Peking Union Medical College
Hospital, Chinese Academy of Medical Sciences and Peking Union Medical
College, Beijing,
China
| | - Xing Wang
- Department of General
Surgery, Peking Union Medical College Hospital, Peking Union Medical
College, Chinese Academy of Medical
Sciences, Beijing,
China
- Key Laboratory of
Research in Pancreatic Tumor, Chinese Academy of Medical
Sciences, Beijing,
China
- National Science and
Technology Key Infrastructure on Translational Medicine in Peking Union
Medical College Hospital,
Beijing, China
- State Key Laboratory
of Complex Severe and Rare Diseases, Peking Union Medical College
Hospital, Chinese Academy of Medical Sciences and Peking Union Medical
College, Beijing,
China
| | - Feihan Zhou
- Department of General
Surgery, Peking Union Medical College Hospital, Peking Union Medical
College, Chinese Academy of Medical
Sciences, Beijing,
China
- Key Laboratory of
Research in Pancreatic Tumor, Chinese Academy of Medical
Sciences, Beijing,
China
- National Science and
Technology Key Infrastructure on Translational Medicine in Peking Union
Medical College Hospital,
Beijing, China
- State Key Laboratory
of Complex Severe and Rare Diseases, Peking Union Medical College
Hospital, Chinese Academy of Medical Sciences and Peking Union Medical
College, Beijing,
China
| | - Shi Huang
- Faculty of Dentistry,
The University of Hong Kong, Hong
Kong SAR, China
| | - Lei You
- Department of General
Surgery, Peking Union Medical College Hospital, Peking Union Medical
College, Chinese Academy of Medical
Sciences, Beijing,
China
- Key Laboratory of
Research in Pancreatic Tumor, Chinese Academy of Medical
Sciences, Beijing,
China
- National Science and
Technology Key Infrastructure on Translational Medicine in Peking Union
Medical College Hospital,
Beijing, China
- State Key Laboratory
of Complex Severe and Rare Diseases, Peking Union Medical College
Hospital, Chinese Academy of Medical Sciences and Peking Union Medical
College, Beijing,
China
| | - Yupei Zhao
- Department of General
Surgery, Peking Union Medical College Hospital, Peking Union Medical
College, Chinese Academy of Medical
Sciences, Beijing,
China
- Key Laboratory of
Research in Pancreatic Tumor, Chinese Academy of Medical
Sciences, Beijing,
China
- National Science and
Technology Key Infrastructure on Translational Medicine in Peking Union
Medical College Hospital,
Beijing, China
- State Key Laboratory
of Complex Severe and Rare Diseases, Peking Union Medical College
Hospital, Chinese Academy of Medical Sciences and Peking Union Medical
College, Beijing,
China
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93
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Eze-Odurukwe A, Rehman A, Ayinla L, Anika NN, Shahid R, Ugwuoru AL, Mansoor M, Kamran M. Metabolite Biomarkers for Early Detection of Pancreatic Ductal Adenocarcinoma: A Systematic Review. Cureus 2024; 16:e74528. [PMID: 39726485 PMCID: PMC11671176 DOI: 10.7759/cureus.74528] [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] [Accepted: 11/26/2024] [Indexed: 12/28/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) remains one of the most lethal malignancies, with a poor prognosis. This poor prognosis is largely attributed to a late-stage diagnosis. Recent advancements in metabolomics have emerged as a promising avenue for biomarker discovery in PDAC. This systematic review evaluates the potential of metabolite biomarkers for early detection of PDAC. Four studies meeting the inclusion criteria were analyzed, encompassing experimental, case-control, and prospective cohort designs. Key findings include the identification of distinct metabolic subtypes in PDAC with varying sensitivities to metabolic inhibitors. A biomarker signature comprising nine metabolites plus CA19-9 showed high accuracy in distinguishing PDAC from chronic pancreatitis, outperforming CA19-9 alone. Another study identified a five-metabolite signature demonstrating high diagnostic accuracy for pancreatic cancer, differentiating it from type 2 diabetes mellitus. A two-metabolite model (isoleucine and adrenic acid) showed superior performance in detecting stage-I PDAC compared to CA19-9. These studies consistently demonstrate altered metabolic pathways in PDAC patients compared to healthy controls and those with benign pancreatic conditions. Integrating metabolomic data with other molecular profiling approaches has become a powerful strategy for improving diagnostic accuracy. However, challenges remain, including the influence of confounding factors, the need for large-scale validation studies, and the standardization of metabolomic methods. The potential of artificial intelligence in interpreting complex metabolomic data offers promising avenues for future research. This review highlights the significant potential of metabolite biomarkers in early PDAC detection while emphasizing the need for further validation and refinement of these approaches.
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Affiliation(s)
| | | | - Lois Ayinla
- General Medicine, All Saints University School of Medicine, Roseau, DMA
| | - Nabila N Anika
- Surgery, Baylor College of Medicine, Houston, USA
- Medicine and Surgery, Holy Family Red Crescent Medical College and Hospital, Dhaka, BGD
| | - Ramsha Shahid
- Physiology, Akhtar Saeed Medical and Dental College, Islamabad, PAK
| | | | - Muzafar Mansoor
- Internal Medicine, Allama Iqbal Medical College, Lahore, PAK
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94
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Li P, Zhang H, Dai M. Current status and prospect of gut and oral microbiome in pancreatic cancer: Clinical and translational perspectives. Cancer Lett 2024; 604:217274. [PMID: 39307411 DOI: 10.1016/j.canlet.2024.217274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 09/18/2024] [Accepted: 09/19/2024] [Indexed: 09/27/2024]
Abstract
Pancreatic cancer is a highly lethal malignancy, and its diagnosis and treatment continue to pose significant challenges. Despite advancements in surgical and comprehensive treatment methods, the five-year survival rate remains below 12 %. With the rapid development of microbiome science, the gut and oral microbiota, which are readily accessible and can be sampled non-invasively, have emerged as a novel area of interest in pancreatic cancer research. Dysbiosis in these microbial communities can induce persistent inflammatory responses and affect the host's immune system, promoting cancer development and impacting the efficacy of treatments like chemotherapy and immunotherapy. This review provides an up-to-date overview of the roles of both gut and oral microbiota in the onset, progression, diagnosis, and treatment of pancreatic cancer. It analyzes the potential of utilizing these microbiomes as biomarkers and therapeutic targets from a clinical application perspective. Furthermore, it discusses future research directions aimed at harnessing these insights to advance the diagnosis and treatment strategies for pancreatic cancer. By focusing on the microbiome's role in clinical and translational medicine, this review offers insights into improving pancreatic cancer diagnosis and treatment outcomes.
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Affiliation(s)
- Pengyu Li
- Department of General Surgery, Peking Union Medical College Hospital (PUMCH), Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| | - Hanyu Zhang
- Department of General Surgery, Peking Union Medical College Hospital (PUMCH), Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China; Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Menghua Dai
- Department of General Surgery, Peking Union Medical College Hospital (PUMCH), Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China.
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95
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Sono M, Iimori K, Nagao M, Ogawa S, Maruno T, Nakanishi Y, Anazawa T, Nagai K, Masui T, Mori H, Hosomi K, Kunisawa J, Yokota H, Tanaka Y, Ohno H, Hatano E, Fukuda A, Seno H. Reduction of butyrate-producing bacteria in the gut microbiome of Japanese patients with pancreatic cancer. Pancreatology 2024; 24:1031-1039. [PMID: 39256134 DOI: 10.1016/j.pan.2024.09.002] [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: 06/26/2024] [Revised: 08/11/2024] [Accepted: 09/02/2024] [Indexed: 09/12/2024]
Abstract
BACKGROUND The incidence of pancreatic cancer is on the rise, and its prognosis remains poor. Recent reports have established a link between the gut and oral microbiome and pancreatic cancer. However, the intricacies of this association within the Japanese population remain unclear. In this study, we investigated the gut and oral microbiomes of Japanese patients with pancreatic cancer, comparing them with those of healthy individuals. METHODS We recruited 30 patients with untreated pancreatic cancer and 18 healthy controls at Kyoto University Hospital (2018-2022). We performed a comprehensive 16S rRNA gene sequencing to analyze their gut and oral microbiomes. RESULTS Analysis revealed that the diversity of the gut and oral microbiomes of patients with pancreatic cancer was reduced compared to that of the healthy controls. Specifically, we observed an increase in the genus Streptococcus in both the gut and oral microbiomes and a significant decrease in several butyrate-producing bacteria in fecal samples. Moreover, bacteria such as Streptococcus mitis and Holdemanella biformis were present in pancreatic cancer tissues, suggesting that they might influence the carcinogenesis and progression of pancreatic cancer. CONCLUSIONS The gut and oral microbiome differed between patients with pancreatic cancer and healthy controls, with a notable decrease in butyrate-producing bacteria in the gut microbiome of the patients. This suggests that there may be a distinct microbial signature associated with pancreatic cancer in the Japanese population. Further studies are required to elucidate the microbiome's causal role in this cancer and help develop prognostic markers or targeted therapies.
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Affiliation(s)
- Makoto Sono
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Kei Iimori
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Munemasa Nagao
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Satoshi Ogawa
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Takahisa Maruno
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Yuki Nakanishi
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Takayuki Anazawa
- Division of Hepato-Biliary-Pancreatic Surgery and Transplantation, Department of Surgery, Kyoto University Graduate School of Medicine, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Kazuyuki Nagai
- Division of Hepato-Biliary-Pancreatic Surgery and Transplantation, Department of Surgery, Kyoto University Graduate School of Medicine, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Toshihiko Masui
- Division of Hepato-Biliary-Pancreatic Surgery and Transplantation, Department of Surgery, Kyoto University Graduate School of Medicine, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Hiroshi Mori
- Department of Informatics, National Institute of Genetics, 1111 Yata, Mishima, Shizuoka, 411-8540, Japan
| | - Koji Hosomi
- Laboratory of Vaccine Materials and Laboratory of Gut Environmental System, Microbial Research Center for Health and Medicine, National Institutes of Biomedical Innovation, Health and Nutrition (NIBIOHN), 7-6-8 Asagi, Ibaraki, Osaka, 567-0085, Japan
| | - Jun Kunisawa
- Laboratory of Vaccine Materials and Laboratory of Gut Environmental System, Microbial Research Center for Health and Medicine, National Institutes of Biomedical Innovation, Health and Nutrition (NIBIOHN), 7-6-8 Asagi, Ibaraki, Osaka, 567-0085, Japan
| | - Haruka Yokota
- Biofermin Pharmaceutical Co., Ltd., 7-3-4 Higashi-machi, Ibukidai, Nishi-ku, Kobe, 651-2242, Japan
| | - Yoshiki Tanaka
- Biofermin Pharmaceutical Co., Ltd., 7-3-4 Higashi-machi, Ibukidai, Nishi-ku, Kobe, 651-2242, Japan
| | - Hiroshi Ohno
- Biofermin Pharmaceutical Co., Ltd., 7-3-4 Higashi-machi, Ibukidai, Nishi-ku, Kobe, 651-2242, Japan
| | - Etsuro Hatano
- Division of Hepato-Biliary-Pancreatic Surgery and Transplantation, Department of Surgery, Kyoto University Graduate School of Medicine, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Akihisa Fukuda
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan.
| | - Hiroshi Seno
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, 606-8507, Japan
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Zhou Q, Zhou L, Chen X, Chen Q, Hao L. Crosstalk Between the Intratumoral Microbiota and the Tumor Microenvironment: New Frontiers in Solid Tumor Progression and Treatment. Cancer Rep (Hoboken) 2024; 7:e70063. [PMID: 39559964 PMCID: PMC11574561 DOI: 10.1002/cnr2.70063] [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: 05/14/2024] [Revised: 10/06/2024] [Accepted: 10/29/2024] [Indexed: 11/20/2024] Open
Abstract
BACKGROUND The microbiota plays a significant role in the tumor microenvironment, and its impact on tumor development and treatment outcome cannot be overlooked. Thus, it is essential to comprehend the interactions between the microbiota and the tumor microenvironment. RECENT FINDINGS With the advent of next-generation sequencing, microbiota research has advanced significantly in recent years. The interaction between the intratumoral microbiota and the tumor microenvironment is an emerging area of research that holds great promise for understanding and treating solid tumor progression. This crosstalk between the intratumoral microbiota and the tumor microenvironment is a complex process that involves a multitude of factors, including the immune system, cellular signaling pathways, and metabolic processes. The origin of the intratumoral microbiota differs between various solid tumor, and the quantity and diversity of intratumoral microbiota also fluctuate significantly within each solid tumor. CONCLUSION The aim of this review is to provide a detailed summary of the intratumoral microbiota in various types of solid tumors. This will include an analysis of their origins, differences, and how they impact the progression of solid tumors. Furthermore, we will emphasize the significant potential that the intratumoral microbiota holds for the diagnosis and treatment of solid tumors.
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Affiliation(s)
- Qing Zhou
- Central Laboratory, The People's Hospital of Baoan Shenzhen, Shenzhen, China
| | - Lijun Zhou
- Department of Urology, The People's Hospital of Baoan Shenzhen, Shenzhen, China
| | - Xi Chen
- Central Laboratory, The People's Hospital of Baoan Shenzhen, Shenzhen, China
| | - Qiuyan Chen
- Science and Education Department, Shenzhen Baoan Shiyan People's Hospital, Shenzhen, China
| | - Lu Hao
- Science and Education Department, Shenzhen Baoan Shiyan People's Hospital, Shenzhen, China
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97
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Wu H, Liu Q, Li J, Leng X, He Y, Liu Y, Zhang X, Ouyang Y, Liu Y, Liang W, Xu C. Tumor-Resident Microbiota-Based Risk Model Predicts Neoadjuvant Therapy Response of Locally Advanced Esophageal Squamous Cell Carcinoma Patients. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2309742. [PMID: 39268829 PMCID: PMC11538710 DOI: 10.1002/advs.202309742] [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: 12/12/2023] [Revised: 07/11/2024] [Indexed: 09/15/2024]
Abstract
Few predictive biomarkers exist for identifying patients who may benefit from neoadjuvant therapy (NAT). The intratumoral microbial composition is comprehensively profiled to predict the efficacy and prognosis of patients with esophageal squamous cell carcinoma (ESCC) who underwent NAT and curative esophagectomy. Least Absolute Shrinkage and Selection Operator (LASSO) regression analysis is conducted to screen for the most closely related microbiota and develop a microbiota-based risk prediction (MRP) model on the genera of TM7x, Sphingobacterium, and Prevotella. The predictive accuracy and prognostic value of the MRP model across multiple centers are validated. The MRP model demonstrates good predictive accuracy for therapeutic responses in the training, validation, and independent validation sets. The MRP model also predicts disease-free survival (p = 0.00074 in the internal validation set and p = 0.0017 in the independent validation set) and overall survival (p = 0.00023 in the internal validation set and p = 0.11 in the independent validation set) of patients. The MRP-plus model basing on MRP, tumor stage, and tumor size can also predict the patients who can benefit from NAT. In conclusion, the developed MRP and MRP-plus models may function as promising biomarkers and prognostic indicators accessible at the time of diagnosis.
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Affiliation(s)
- Hong Wu
- Department of Oncology & Cancer InstituteSichuan Academy of Medical SciencesSichuan Provincial People's HospitalUniversity of Electronic Science and Technology of ChinaChengduSichuan610072P. R. China
- Sichuan Cancer Hospital & InstituteSichuan Cancer CenterSchool of MedicineUniversity of Electronic Science and Technology of ChinaChengduSichuan610041P. R. China
- Jinfeng LaboratoryChongqing400039P. R. China
- Yu‐Yue Pathology Scientific Research CenterChongqing400039P. R. China
| | - Qianshi Liu
- Department of Oncology & Cancer InstituteSichuan Academy of Medical SciencesSichuan Provincial People's HospitalUniversity of Electronic Science and Technology of ChinaChengduSichuan610072P. R. China
- Sichuan Cancer Hospital & InstituteSichuan Cancer CenterSchool of MedicineUniversity of Electronic Science and Technology of ChinaChengduSichuan610041P. R. China
- Jinfeng LaboratoryChongqing400039P. R. China
- Yu‐Yue Pathology Scientific Research CenterChongqing400039P. R. China
| | - Jingpei Li
- Thoracic Surgery DepartmentThe First Affiliated Hospital of Guangzhou Medical UniversityGuangzhouGuangdong510230P. R. China
| | - Xuefeng Leng
- Sichuan Cancer Hospital & InstituteSichuan Cancer CenterSchool of MedicineUniversity of Electronic Science and Technology of ChinaChengduSichuan610041P. R. China
| | - Yazhou He
- Department of OncologyWest China School of Public Health and West China Fourth HospitalSichuan UniversityChengduSichuan610041P. R. China
| | - Yiqiang Liu
- Department of Oncology & Cancer InstituteSichuan Academy of Medical SciencesSichuan Provincial People's HospitalUniversity of Electronic Science and Technology of ChinaChengduSichuan610072P. R. China
- Jinfeng LaboratoryChongqing400039P. R. China
| | - Xia Zhang
- Sichuan Cancer Hospital & InstituteSichuan Cancer CenterSchool of MedicineUniversity of Electronic Science and Technology of ChinaChengduSichuan610041P. R. China
- Institute of Pathology and Southwest Cancer CenterMinistry of Education of ChinaSouthwest HospitalThird Military Medical University (Army Medical University) and Key Laboratory of Tumor ImmunopathologyChongqing400038P. R. China
| | - Yujie Ouyang
- Acupuncture and Massage CollegeChengdu University of Traditional Chinese MedicineChengduSichuan610072P. R. China
| | - Yang Liu
- Sichuan Cancer Hospital & InstituteSichuan Cancer CenterSchool of MedicineUniversity of Electronic Science and Technology of ChinaChengduSichuan610041P. R. China
| | - Wenhua Liang
- Thoracic Surgery DepartmentThe First Affiliated Hospital of Guangzhou Medical UniversityGuangzhouGuangdong510230P. R. China
| | - Chuan Xu
- Department of Oncology & Cancer InstituteSichuan Academy of Medical SciencesSichuan Provincial People's HospitalUniversity of Electronic Science and Technology of ChinaChengduSichuan610072P. R. China
- Jinfeng LaboratoryChongqing400039P. R. China
- Yu‐Yue Pathology Scientific Research CenterChongqing400039P. R. China
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98
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Lombardo C, Fazio R, Sinagra M, Gattuso G, Longo F, Lombardo C, Salmeri M, Zanghì GN, Loreto CAE. Intratumoral Microbiota: Insights from Anatomical, Molecular, and Clinical Perspectives. J Pers Med 2024; 14:1083. [PMID: 39590575 PMCID: PMC11595780 DOI: 10.3390/jpm14111083] [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: 10/01/2024] [Revised: 10/26/2024] [Accepted: 10/29/2024] [Indexed: 11/28/2024] Open
Abstract
The human microbiota represents a heterogeneous microbial community composed of several commensal, symbiotic, and even pathogenic microorganisms colonizing both the external and internal body surfaces. Despite the term "microbiota" being commonly used to identify microorganisms inhabiting the gut, several pieces of evidence suggest the presence of different microbiota physiologically colonizing other organs. In this context, several studies have also confirmed that microbes are integral components of tumor tissue in different types of cancer, constituting the so-called "intratumoral microbiota". The intratumoral microbiota is closely related to the occurrence and development of cancer as well as to the efficacy of anticancer treatments. Indeed, intratumoral microbiota can contribute to carcinogenesis and metastasis formation as some microbes can directly cause DNA damage, while others can induce the activation of proinflammatory responses or oncogenic pathways and alter the tumor microenvironment (TME). All these characteristics make the intratumoral microbiota an interesting topic to investigate for both diagnostic and prognostic purposes in order to improve the management of cancer patients. This review aims to gather the most recent data on the role of the intratumoral microbiota in cancer development, progression, and response to treatment, as well as its potential diagnostic and prognostic value.
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Affiliation(s)
- Claudia Lombardo
- Department of Biomedical and Biotechnological Sciences, University of Catania, 95123 Catania, Italy; (C.L.); (R.F.); (M.S.); (C.L.); (M.S.); (C.A.E.L.)
| | - Rosanna Fazio
- Department of Biomedical and Biotechnological Sciences, University of Catania, 95123 Catania, Italy; (C.L.); (R.F.); (M.S.); (C.L.); (M.S.); (C.A.E.L.)
| | - Marta Sinagra
- Department of Biomedical and Biotechnological Sciences, University of Catania, 95123 Catania, Italy; (C.L.); (R.F.); (M.S.); (C.L.); (M.S.); (C.A.E.L.)
| | - Giuseppe Gattuso
- Department of Biomedical and Biotechnological Sciences, University of Catania, 95123 Catania, Italy; (C.L.); (R.F.); (M.S.); (C.L.); (M.S.); (C.A.E.L.)
| | - Federica Longo
- Department of Biomedical and Biotechnological Sciences, University of Catania, 95123 Catania, Italy; (C.L.); (R.F.); (M.S.); (C.L.); (M.S.); (C.A.E.L.)
| | - Cinzia Lombardo
- Department of Biomedical and Biotechnological Sciences, University of Catania, 95123 Catania, Italy; (C.L.); (R.F.); (M.S.); (C.L.); (M.S.); (C.A.E.L.)
| | - Mario Salmeri
- Department of Biomedical and Biotechnological Sciences, University of Catania, 95123 Catania, Italy; (C.L.); (R.F.); (M.S.); (C.L.); (M.S.); (C.A.E.L.)
| | - Guido Nicola Zanghì
- Department of General Surgery and Medical-Surgical Specialties, Policlinico-Vittorio Emanuele Hospital, University of Catania, 95123 Catania, Italy;
| | - Carla Agata Erika Loreto
- Department of Biomedical and Biotechnological Sciences, University of Catania, 95123 Catania, Italy; (C.L.); (R.F.); (M.S.); (C.L.); (M.S.); (C.A.E.L.)
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99
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Dou Z, Ai C, Zhang J, Li K, Jiang M, Wu X, Zhao C, Li Z, Zhang L. The intra-tumoral microbiome as a potential biomarker of response to external beam radiation therapy in cervical cancer. J Transl Med 2024; 22:972. [PMID: 39468630 PMCID: PMC11514760 DOI: 10.1186/s12967-024-05774-8] [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: 06/03/2024] [Accepted: 10/18/2024] [Indexed: 10/30/2024] Open
Abstract
BACKGROUND We aimed to determine the potential predictive value of the intra-tumoral microbiome as a marker of the response to external beam radiation therapy (EBRT) in cervical cancer (CC). METHODS A prospective longitudinal trial of 36 CC patients receiving pelvic radiotherapy was designed to investigate microbial characteristic signatures and diversity (alpha and beta) of multiple sites (tumor, vaginal, gut, urethral, and oral) in the superior response (SR) and inferior response (IR) groups of CC patients by 16S rRNA sequencing. Utilized the least absolute shrinkage and selection operator (LASSO) logistic regression method to analyze clinicopathological factors that potentially influenced the efficacy of EBRT. LEfSe analysis highlighted the microbiome features that best distinguished the categorized patient samples. Selected parameters were validated with Spearman correlation analysis, receiver operating characteristic (ROC) area under the curve (AUC) analysis and Kaplan-Meier survival analysis. RESULTS Firstly, in our cohort, LASSO logistic regression analysis revealed no association between clinicopathological factors and EBRT efficacy. Subsequently, we employed 16S rRNA sequencing to compare microbiome differences across multiple sites and their correlations with major clinicopathological factors. We discovered that the intra-tumoral microbiome was independent of clinicopathologic features and represented the most direct and reliable reflection of the microbial differences between the SR and IR groups. We found lower alpha diversity in the tumor microbiome of SR group and identified the most relevant microbiome taxa (Bifidobacteriaceae, Beijerinckiaceae, and Orbaceae) associated with the efficacy of the response to EBRT in CC patients. We then conducted ROC analysis, finding that specific microbial taxa had an AUC of 0.831 (95% CI, 0.667-0.995), indicating the potential of these taxa as biomarkers for predicting EBRT efficacy. Kaplan-Meier survival analysis showed a better prognosis for patients with lower alpha diversity and higher relative abundance of Bifidobacteriaceae. CONCLUSIONS Our data suggested that intra-tumoral specific microbiome taxa and lower alpha diversity may play an important role in the CC patient sensitivity to EBRT and offer novel potential biomarkers for predicting the response to EBRT efficacy.
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Affiliation(s)
- Zhongyan Dou
- Department of Radiation Oncology, The Third Affiliated Hospital of Kunming Medical University (Yunnan Cancer Hospital, Yunnan Cancer Center), 519 Kunzhou Road, Kunming, 650118, China
| | - Conghui Ai
- Department of Radiology, The Third Affiliated Hospital of Kunming Medical University (Yunnan Cancer Hospital, Yunnan Cancer Center), 519 Kunzhou Road, Kunming, 650118, China
| | - Jinping Zhang
- Department of Medical Administration, The Third Affiliated Hospital of Kunming Medical University (Yunnan Cancer Hospital, Yunnan Cancer Center), 519 Kunzhou Road, Kunming, 650118, China
| | - Kangming Li
- Department of Radiation Oncology, The Third Affiliated Hospital of Kunming Medical University (Yunnan Cancer Hospital, Yunnan Cancer Center), 519 Kunzhou Road, Kunming, 650118, China
| | - Meiping Jiang
- Department of Radiation Oncology, The Third Affiliated Hospital of Kunming Medical University (Yunnan Cancer Hospital, Yunnan Cancer Center), 519 Kunzhou Road, Kunming, 650118, China
| | - Xingrao Wu
- Department of Radiation Oncology, The Third Affiliated Hospital of Kunming Medical University (Yunnan Cancer Hospital, Yunnan Cancer Center), 519 Kunzhou Road, Kunming, 650118, China
| | - Chunfang Zhao
- Department of Radiation Oncology, The Third Affiliated Hospital of Kunming Medical University (Yunnan Cancer Hospital, Yunnan Cancer Center), 519 Kunzhou Road, Kunming, 650118, China
| | - Zheng Li
- Department of Gynecologic Oncology, The Third Affiliated Hospital of Kunming Medical University (Yunnan Cancer Hospital, Yunnan Cancer Center), 519 Kunzhou Road, Kunming, 650118, China.
| | - Lan Zhang
- Department of Radiation Oncology, The Third Affiliated Hospital of Kunming Medical University (Yunnan Cancer Hospital, Yunnan Cancer Center), 519 Kunzhou Road, Kunming, 650118, China.
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100
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Lange R, Glaubitz J, Frost F, Geisz A, Aghdassi AA, Weiss FU, Sendler M. Examination of duodenal and colonic microbiome changes in mouse models of acute and chronic pancreatitis. Sci Rep 2024; 14:24754. [PMID: 39433820 PMCID: PMC11493962 DOI: 10.1038/s41598-024-75564-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 10/07/2024] [Indexed: 10/23/2024] Open
Abstract
The exocrine pancreas is the main source of digestive enzymes which are released from secretory vesicles of acinar cells into the small intestine. Enzymes, including amylases, proteases and lipases, degrade the ingested food and thus determine the nutritional substrate for the gut microbiota. Acute (AP) and chronic pancreatitis (CP) are associated with a transitional or progressive exocrine pancreatic dysfunction, we analysed in the present study how an experimental induction of pancreatitis in mouse models affects the colonic and duodenal microbiome composition. Evaluation by 16 S rRNA gene sequencing revealed specific microbiome changes in colonic as well as in duodenal samples in different models of AP and CP. Mild acute pancreatitis, which is associated with a transient impairment of pancreatic secretion showed only minor changes in microbial composition, comparable to the ones seen in progressive dysfunctional mouse models of CP. The strongest changes were observed in a mouse model of severe AP, which suggest a direct effect of the immune response on gut microbiome in addition to a pancreatic dysfunction. Our data indicate that highly dysbiotic microbiome changes during pancreatitis are more associated with the inflammatory reaction than with a disturbed pancreatic secretion.
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Affiliation(s)
- Rabea Lange
- Department of Medicine A, University Medicine Greifswald, Fleischmannstr. 41, 17475, Greifswald, Germany
| | - Juliane Glaubitz
- Department of Medicine A, University Medicine Greifswald, Fleischmannstr. 41, 17475, Greifswald, Germany
| | - Fabian Frost
- Department of Medicine A, University Medicine Greifswald, Fleischmannstr. 41, 17475, Greifswald, Germany
| | - Andreas Geisz
- Department of Surgery, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
| | - Ali A Aghdassi
- Department of Medicine A, University Medicine Greifswald, Fleischmannstr. 41, 17475, Greifswald, Germany
| | - F Ulrich Weiss
- Department of Medicine A, University Medicine Greifswald, Fleischmannstr. 41, 17475, Greifswald, Germany
| | - Matthias Sendler
- Department of Medicine A, University Medicine Greifswald, Fleischmannstr. 41, 17475, Greifswald, Germany.
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