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Vučinić D, Redžović A, Hauser G, Mikolašević I. Microbiota and Radiotherapy: Unlocking the Potential for Improved Gastrointestinal Cancer Treatment. Biomedicines 2025; 13:526. [PMID: 40002939 PMCID: PMC11852588 DOI: 10.3390/biomedicines13020526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2025] [Revised: 02/16/2025] [Accepted: 02/18/2025] [Indexed: 02/27/2025] Open
Abstract
Radiotherapy (RT) is one of the major cornerstones in managing gastrointestinal (GI) cancers. However, several side effects, such as intestinal inflammation, mucosal injury, and dysbiosis, often compromise this. The gut microbiota increasingly attracts much interest as an essential modulator of RT effects influencing immune responses and tissue repair. Through short-chain fatty acids such as butyrate, representatives of certain bacterial species play a crucial role under normal conditions, keeping the mucosal integrity intact and reducing oxidative stress-mediated damage. Dysbiosis, a state where diminished microbial diversity and increased pathogenic species in the microbiota are seen, amplifies RT-induced toxicity in patients. Clinical investigations highlight that microbiota-targeted interventions, including probiotics, prebiotics, and fecal microbiota transplantation, hold the means to augment RT efficacy and lessen toxicity. Increased microflora diversity and specific microbial profiles have yielded serious patient improvements. Advanced RT methods use stereotactic body radiotherapy combined with microbiota modulation as a promising technique to shield healthy tissue and maximize immune-mediated antitumor effects. Additionally, there is an implication in tumor behavior regulated by the intratumoral microbiota regarding the response to radiotherapy. Notably, the modulation of gut and tumor microbiota provides an avenue to optimize RT benefits in GI cancers, underscoring the importance of personalized therapy.
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Affiliation(s)
- Damir Vučinić
- Tumor Clinic, Clinical Hospital Centre Rijeka, Krešimirova 42, 51000 Rijeka, Croatia; (A.R.); (I.M.)
- School of Medicine, University of Rijeka, 51000 Rijeka, Croatia;
| | - Arnela Redžović
- Tumor Clinic, Clinical Hospital Centre Rijeka, Krešimirova 42, 51000 Rijeka, Croatia; (A.R.); (I.M.)
- School of Medicine, University of Rijeka, 51000 Rijeka, Croatia;
| | - Goran Hauser
- School of Medicine, University of Rijeka, 51000 Rijeka, Croatia;
- Department of Gastroenterology, Clinical Hospital Center Rijeka, Krešimirova 42, 51000 Rijeka, Croatia
| | - Ivana Mikolašević
- Tumor Clinic, Clinical Hospital Centre Rijeka, Krešimirova 42, 51000 Rijeka, Croatia; (A.R.); (I.M.)
- School of Medicine, University of Rijeka, 51000 Rijeka, Croatia;
- Department of Gastroenterology, Clinical Hospital Center Rijeka, Krešimirova 42, 51000 Rijeka, Croatia
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2
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Chmielarczyk A, Golińska E, Tomusiak-Plebanek A, Żeber-Lubecka N, Kulecka M, Szczepanik A, Jedlińska K, Mech K, Szaciłowski K, Kuziak A, Pietrzyk A, Strus M. Microbial dynamics of acute pancreatitis: integrating culture, sequencing, and bile impact on bacterial populations and gaseous metabolites. Front Microbiol 2025; 16:1544124. [PMID: 40012789 PMCID: PMC11860950 DOI: 10.3389/fmicb.2025.1544124] [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: 12/12/2024] [Accepted: 01/10/2025] [Indexed: 02/28/2025] Open
Abstract
Background Our study examined the composition of the intestinal microflora in a hospitalized patient with AP symptoms treated several months earlier for diverticulitis. The therapeutic intervention necessitated Hartmann's procedure, culminating in colostomy creation. Aims Employing a thorough microbiological analysis we attempted to demonstrate whether the microflora isolated from the peripancreatic fluid exhibited a stronger correlation with the contents of the stoma or with the rectal swab. Additionally, we sought to determine the association between later onset of AP and diverticulitis. Methods Following clinical materials from the patient in the initial phase of AP were collected: rectal swab, colostomy bag contents (in the publication referred to as stoma content/stool) and peripancreatic fluid. Microbiological analysis was performed, including classic culture methodology, NGS techniques, and genotyping methodologies. Furthermore, the effect of bile on the shift in the population of selected bacterial species was examined. Results The NGS technique confirmed greater consistency in bacteria percentage (phyla/family) between stoma content and peripancreatic fluid. In both samples, a clear dominance of the Proteobacteria phyla (over 75%) and the Enterobacteriaceae family was demonstrated. Moreover, NGS verified the presence of the Fusobacteriota phylum and Fusobacteriaceae family only in rectal swabs, which may indicate a link between this type of bacteria and the etiology of diverticulitis. We observed that Escherichia coli 33 isolated from stool exhibited active gaseous metabolite production (mainly hydrogen). Conclusions The abundant production of hydrogen may substantially impact enzymatic processes, inducing specific alterations in disulfide bonds and trypsin inactivation. Our investigation alludes to the conceivable active involvement of bile in effecting qualitative and quantitative modifications in the peripancreatic microbiota composition, establishing a correlation between released bile and bacterial generation of gaseous metabolites.
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Affiliation(s)
- Agnieszka Chmielarczyk
- Department of Microbiology, Faculty of Medicine, Jagiellonian University Medical College, Kraków, Poland
| | - Edyta Golińska
- Department of Microbiology, Faculty of Medicine, Jagiellonian University Medical College, Kraków, Poland
| | - Anna Tomusiak-Plebanek
- Department of Microbiology, Faculty of Medicine, Jagiellonian University Medical College, Kraków, Poland
| | - Natalia Żeber-Lubecka
- Department of Gastroenterology, Hepatology and Clinical Oncology, Center of Postgraduate Medical Education, Warsaw, Poland
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, Warsaw, Poland
| | - Maria Kulecka
- Department of Gastroenterology, Hepatology and Clinical Oncology, Center of Postgraduate Medical Education, Warsaw, Poland
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, Warsaw, Poland
| | - Antoni Szczepanik
- Clinical Department of General Surgery and Oncology, Narutowicz City Speciality Hospital at Krakow, Krakow, Poland
| | - Katarzyna Jedlińska
- Department of Analytical Chemistry and Biochemistry, Faculty of Materials Science and Ceramics, AGH University of Science and Technology of Krakow, Krakow, Poland
| | - Krzysztof Mech
- Academic Center for Materials and Nanotechnology, AGH University of Krakow, Krakow, Poland
| | - Konrad Szaciłowski
- Academic Center for Materials and Nanotechnology, AGH University of Krakow, Krakow, Poland
| | - Agata Kuziak
- Department of Microbiology, Faculty of Medicine, Jagiellonian University Medical College, Kraków, Poland
| | - Agata Pietrzyk
- Department of Microbiology, Faculty of Medicine, Jagiellonian University Medical College, Kraków, Poland
| | - Magdalena Strus
- Department of Microbiology, Faculty of Medicine, Jagiellonian University Medical College, Kraków, Poland
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Kim J, Seki E. Inflammation and Immunity in Liver Neoplasms: Implications for Future Therapeutic Strategies. Mol Cancer Ther 2025; 24:188-199. [PMID: 39365846 PMCID: PMC11794036 DOI: 10.1158/1535-7163.mct-23-0726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 07/28/2024] [Accepted: 08/09/2024] [Indexed: 10/06/2024]
Abstract
Over the past two decades, the "hallmarks of cancer" have revolutionized cancer research and highlighted the crucial roles of inflammation and immunity. Protumorigenic inflammation promotes cancer development along with inhibition of antitumor immunity, shaping the tumor microenvironment (TME) toward a tumor-permissive state and further enhancing the malignant potential of cancer cells. This immunosuppressive TME allows tumors to evade immunosurveillance. Thus, understanding the complex interplay between tumors and the immune system within the TME has become pivotal, especially with the advent of immunotherapy. Although immunotherapy has achieved notable success in many malignancies, primary liver cancer, particularly hepatocellular carcinoma, presents unique challenges. The hepatic immunosuppressive environment poses obstacles to the effectiveness of immunotherapy, along with high mortality rates and limited treatment options for patients with liver cancer. In this review, we discuss current understanding of the complex immune-mediated mechanisms underlying liver neoplasms, focusing on hepatocellular carcinoma and liver metastases. We describe the molecular and cellular heterogeneity within the TME, highlighting how this presents unique challenges and opportunities for immunotherapy in liver cancers. By unraveling the immune landscape of liver neoplasms, this review aims to contribute to the development of more effective therapeutic interventions, ultimately improving clinical outcomes for patients with liver cancer.
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Affiliation(s)
- Jieun Kim
- Karsh Division of Gastroenterology Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Ekihiro Seki
- Karsh Division of Gastroenterology Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
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4
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Han EJ, Ahn JS, Choi YJ, Kim DH, Choi JS, Chung HJ. Exploring the gut microbiome: A potential biomarker for cancer diagnosis, prognosis, and therapy. Biochim Biophys Acta Rev Cancer 2025; 1880:189251. [PMID: 39719176 DOI: 10.1016/j.bbcan.2024.189251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2024] [Revised: 12/17/2024] [Accepted: 12/17/2024] [Indexed: 12/26/2024]
Abstract
The gut microbiome, a complex community of trillions of microorganisms in the intestines, is crucial in maintaining human health. Recent advancements in microbiome research have unveiled a compelling link between the gut microbiome and cancer development and progression. Alterations in the composition and function of the gut microbiome, known as dysbiosis, have been implicated in various types of cancer, including, esophageal, liver, colon, pancreatic, and gastrointestinal. However, the specific gut microbial strains associated with the development or progression of cancers in various tissues remain largely unclear. Here, we summarize current research findings on the gut microbiome of multiple cancers. This review aims to identify key gut microbial targets that closely influence cancer development based on current research findings. To accurately evaluate the effectiveness of the gut microbiome as a clinical tool for cancer, further research is needed to explore its potential as a biomarker and therapeutic strategy.
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Affiliation(s)
- Eui-Jeong Han
- Gwangju Center, Korea Basic Science Institute, Gwangju 61751, Republic of Korea
| | - Ji-Seon Ahn
- Gwangju Center, Korea Basic Science Institute, Gwangju 61751, Republic of Korea
| | - Yu-Jin Choi
- Gwangju Center, Korea Basic Science Institute, Gwangju 61751, Republic of Korea
| | - Da-Hye Kim
- Gwangju Center, Korea Basic Science Institute, Gwangju 61751, Republic of Korea
| | - Jong-Soon Choi
- Research Center for Materials Analysis, Korea Basic Science Institute, Daejeon 34133, Republic of Korea; College of Medicine, Chung-Ang University, Seoul 06974, Republic of Korea
| | - Hea-Jong Chung
- Gwangju Center, Korea Basic Science Institute, Gwangju 61751, Republic of Korea.
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5
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Mukherjee S, Chopra A, Karmakar S, Bhat SG. Periodontitis increases the risk of gastrointestinal dysfunction: an update on the plausible pathogenic molecular mechanisms. Crit Rev Microbiol 2025; 51:187-217. [PMID: 38602474 DOI: 10.1080/1040841x.2024.2339260] [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: 11/04/2023] [Revised: 02/28/2024] [Accepted: 04/01/2024] [Indexed: 04/12/2024]
Abstract
Periodontitis is an immuno-inflammatory disease of the soft tissues surrounding the teeth. Periodontitis is linked to many communicable and non-communicable diseases such as diabetes, cardiovascular disease, rheumatoid arthritis, and cancers. The oral-systemic link between periodontal disease and systemic diseases is attributed to the spread of inflammation, microbial products and microbes to distant organ systems. Oral bacteria reach the gut via swallowed saliva, whereby they induce gut dysbiosis and gastrointestinal dysfunctions. Some periodontal pathogens like Porphyromonas. gingivalis, Klebsiella, Helicobacter. Pylori, Streptococcus, Veillonella, Parvimonas micra, Fusobacterium nucleatum, Peptostreptococcus, Haemophilus, Aggregatibacter actinomycetomcommitans and Streptococcus mutans can withstand the unfavorable acidic, survive in the gut and result in gut dysbiosis. Gut dysbiosis increases gut inflammation, and induce dysplastic changes that lead to gut dysfunction. Various studies have linked oral bacteria, and oral-gut axis to various GIT disorders like inflammatory bowel disease, liver diseases, hepatocellular and pancreatic ductal carcinoma, ulcerative colitis, and Crohn's disease. Although the correlation between periodontitis and GIT disorders is well established, the intricate molecular mechanisms by which oral microflora induce these changes have not been discussed extensively. This review comprehensively discusses the intricate and unique molecular and immunological mechanisms by which periodontal pathogens can induce gut dysbiosis and dysfunction.
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Affiliation(s)
- Sayantan Mukherjee
- Department of Periodontology, Manipal College of Dental Sciences, Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Aditi Chopra
- Department of Periodontology, Manipal College of Dental Sciences, Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Shaswata Karmakar
- Department of Periodontology, Manipal College of Dental Sciences, Manipal, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Subraya Giliyar Bhat
- Department of Preventive Dental Sciences, Division of Periodontology, College of Dental Surgery, Iman Abdulrahman Bin Faizal University, Dammam, Saudi Arabia
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Lin X, Yu Z, Liu Y, Li C, Hu H, Hu J, Liu M, Yang Q, Gu P, Li J, Nandakumar KS, Hu G, Zhang Q, Chen X, Ma H, Huang W, Wang G, Wang Y, Huang L, Wu W, Liu N, Zhang C, Liu X, Zheng L, Chen P. Gut-X axis. IMETA 2025; 4:e270. [PMID: 40027477 PMCID: PMC11865426 DOI: 10.1002/imt2.270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Figures] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 01/02/2025] [Accepted: 01/03/2025] [Indexed: 03/05/2025]
Abstract
Recent advances in understanding the modulatory functions of gut and gut microbiota on human diseases facilitated our focused attention on the contribution of the gut to the pathophysiological alterations of many extraintestinal organs, including the liver, heart, brain, lungs, kidneys, bone, skin, reproductive, and endocrine systems. In this review, we applied the "gut-X axis" concept to describe the linkages between the gut and other organs and discussed the latest findings related to the "gut-X axis," including the underlying modulatory mechanisms and potential clinical intervention strategies.
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Affiliation(s)
- Xu Lin
- Department of Endocrinology and MetabolismShunde Hospital of Southern Medical University (The First People's Hospital of Shunde)Foshan City528308China
| | - Zuxiang Yu
- State Key Laboratory of Vascular Homeostasis and Remodeling, NHC Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Beijing Key Laboratory of Cardiovascular Receptors Research, Health Science Center, The Institute of Cardiovascular Sciences and Institute of Systems BiomedicinePeking UniversityBeijing100191China
| | - Yang Liu
- State Key Laboratory of Reproductive Medicine and Offsprings Health, Center for Global HealthNanjing Medical UniversityNanjing211166China
| | - Changzhou Li
- Department of Plastic and Aesthetic Surgery, Nanfang HospitalSouthern Medical UniversityGuangzhou510515China
| | - Hui Hu
- Department of Laboratory Medicine, Shanghai East HospitalTongji University School of MedicineShanghai200123China
| | - Jia‐Chun Hu
- State Key Laboratory of Bioactive Substance and Function of Natural MedicinesInstitute of Materia Medica, Chinese Academy of Medical Sciences/Peking Union Medical CollegeBeijing100050China
| | - Mian Liu
- Department of Obstetrics and Gynecology, Nanfang HospitalSouthern Medical UniversityGuangzhou510515China
| | - Qin Yang
- Department of Pathophysiology, Guangdong Provincial Key Laboratory of Proteomics, School of Basic Medical SciencesSouthern Medical UniversityGuangzhou510515China
| | - Peng Gu
- Department of Pathophysiology, Guangdong Provincial Key Laboratory of Proteomics, School of Basic Medical SciencesSouthern Medical UniversityGuangzhou510515China
| | - Jiaxin Li
- Department of Pathophysiology, Guangdong Provincial Key Laboratory of Proteomics, School of Basic Medical SciencesSouthern Medical UniversityGuangzhou510515China
| | - Kutty Selva Nandakumar
- Department of Medical Biochemistry and BiophysicsKarolinska InstituteStockholm17177Sweden
| | - Gaofei Hu
- State Key Laboratory of Vascular Homeostasis and Remodeling, NHC Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Beijing Key Laboratory of Cardiovascular Receptors Research, Health Science Center, The Institute of Cardiovascular Sciences and Institute of Systems BiomedicinePeking UniversityBeijing100191China
| | - Qi Zhang
- State Key Laboratory of Vascular Homeostasis and Remodeling, NHC Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Beijing Key Laboratory of Cardiovascular Receptors Research, Health Science Center, The Institute of Cardiovascular Sciences and Institute of Systems BiomedicinePeking UniversityBeijing100191China
| | - Xinyu Chen
- State Key Laboratory of Reproductive Medicine and Offsprings Health, Center for Global HealthNanjing Medical UniversityNanjing211166China
| | - Huihui Ma
- State Key Laboratory of Reproductive Medicine and Offsprings Health, Center for Global HealthNanjing Medical UniversityNanjing211166China
| | - Wenye Huang
- State Key Laboratory of Reproductive Medicine and Offsprings Health, Center for Global HealthNanjing Medical UniversityNanjing211166China
| | - Gaofeng Wang
- Department of Plastic and Aesthetic Surgery, Nanfang HospitalSouthern Medical UniversityGuangzhou510515China
| | - Yan Wang
- State Key Laboratory of Bioactive Substance and Function of Natural MedicinesInstitute of Materia Medica, Chinese Academy of Medical Sciences/Peking Union Medical CollegeBeijing100050China
| | - Liping Huang
- Department of Obstetrics and Gynecology, Nanfang HospitalSouthern Medical UniversityGuangzhou510515China
| | - Wenjuan Wu
- Department of Laboratory Medicine, Shanghai East HospitalTongji University School of MedicineShanghai200123China
| | - Ning‐Ning Liu
- State Key Laboratory of Systems Medicine for Cancer, Center for Single‐Cell Omics, School of Public HealthShanghai Jiao Tong University School of MedicineShanghai200025China
| | - Chenhong Zhang
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and BiotechnologyShanghai Jiao Tong UniversityShanghai200240China
| | - Xingyin Liu
- State Key Laboratory of Reproductive Medicine and Offsprings Health, Center for Global HealthNanjing Medical UniversityNanjing211166China
- School of MedicineSouthern University of Science and TechnologyShenzhenChina
| | - Leming Zheng
- State Key Laboratory of Vascular Homeostasis and Remodeling, NHC Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Beijing Key Laboratory of Cardiovascular Receptors Research, Health Science Center, The Institute of Cardiovascular Sciences and Institute of Systems BiomedicinePeking UniversityBeijing100191China
| | - Peng Chen
- Department of Pathophysiology, Guangdong Provincial Key Laboratory of Proteomics, School of Basic Medical SciencesSouthern Medical UniversityGuangzhou510515China
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Vinogradova E, Jarmukhanov Z, Nurgaziyev M, Kossumov A, Nurgozhina A, Mukhanbetzhanov N, Sergazy S, Chulenabyeva L, Issilbayeva A, Askarova S, Kaiyrlykyzy A, Rakhimova S, Kozhamkulov U, Kairov U, Khassenbekova Z, Tarzhanova D, Akilzhanova A, Lee JH, Terwilliger J, Sailybayeva A, Bekbossynova M, Zhumadilov Z, Kozhakhmetov S, Kushugulova A. Enterococcus dysbiosis as a mediator of vitamin D deficiency-associated memory impairments. Heliyon 2025; 11:e41969. [PMID: 39906849 PMCID: PMC11791146 DOI: 10.1016/j.heliyon.2025.e41969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 10/21/2024] [Accepted: 01/13/2025] [Indexed: 02/06/2025] Open
Abstract
Low vitamin D status is linked to disturbance in cognitive performance. This study explored possible ways how composition and functional capacity of the gut microbiome affects vitamin D metabolism, directing serum vitamin D (VitD) levels and memory impairmets. It was found that gut microbiome composition, characterized by an increase in the relative abundance of Enterococcus and correlated with vitamin D deficiency and, as consequence, with memory impairments. A key mechanism identified in the study was the differential utilization of short-chain fatty acids (SCFAs) produced by gut bacteria as substrates for synthesizing vitamin D3 precursor in the skin. This finding confirms a complex interplay between the gut microbiome, host metabolism, and cognitive health, highlighting the potential significance of targeting Enterococcus dysbiosis in future preventive and therapeutic strategies to address VitD deficiency-related memory impairments. These results underscore the importance of understanding and modulating gut microbiome composition to optimize VitD status and cognitive function.
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Affiliation(s)
- Elizaveta Vinogradova
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | - Zharkyn Jarmukhanov
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | - Madiyar Nurgaziyev
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | - Alibek Kossumov
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | - Ayaulym Nurgozhina
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | | | - Shynggys Sergazy
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | - Laura Chulenabyeva
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | - Argul Issilbayeva
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | - Sholpan Askarova
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | - Aiym Kaiyrlykyzy
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | - Saule Rakhimova
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | - Ulan Kozhamkulov
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | - Ulykbek Kairov
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | | | - Dinar Tarzhanova
- Department of General Pharmacology, Astana Medical University, Astana, Kazakhstan
| | - Ainur Akilzhanova
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | - Joseph H. Lee
- Sergievsky Center, Taub Institute, Department of Neurology and Epidemiology, Columbia University, New York, NY, USA
| | - Joseph Terwilliger
- Department of Psychiatry and Genetics & Development, Sergievsky Center, Columbia University, New York, NY, USA
- Division of Public Health Genomics, National Institute for Ealth and Welfare, Helsinki, Finland
| | | | | | | | - Samat Kozhakhmetov
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
| | - Almagul Kushugulova
- Center for Life Sciences, National Laboratory Astana, Nazarbayev University, Astana, Kazakhstan
- National Research Cardiac Surgery Center, Astana, Kazakhstan
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8
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Wang X, Zhang B, Jiang R. Microbiome interplays in the gut-liver axis: implications for liver cancer pathogenesis and therapeutic insights. Front Cell Infect Microbiol 2025; 15:1467197. [PMID: 39936163 PMCID: PMC11810975 DOI: 10.3389/fcimb.2025.1467197] [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: 07/19/2024] [Accepted: 01/07/2025] [Indexed: 02/13/2025] Open
Abstract
Globally, primary liver cancer (PLC) ranks the most fatal malignancy. Most of the patients are in advanced stage of PLC at the very time they are diagnosed with it, accounting much for its poor prognosis. With the advancement of modern medical research and care system, the main etiology of PLC more and more switches from hepatitis viruses such as HAV, HBV, HCV, HEV to other causes like metabolism-associated steatohepatitis (MASH) and metabolic-associated fatty liver disease (MAFLD). As a result, it is of great necessity to find out new ways for treatment and early diagnosis to cope with this problem. Nowadays, as the mechanism of the Gut-Liver Axis in the formation of MAFLD, MASH and PLC has been gradually elucidated. The association between gut microbiome and the formation of PLC is of great significance to take an insight into. In this review, we present the concept of Gut-Liver Axis and its function in the mutual influence between gut microbiota and PLC from several aspects in which we will focus on the structure of gut barrier and the functional influences the gut microbiota have on the immune response and metabolic changes on human liver. Furthermore, we conclude the potential association of gut microbiota constitution with the PLC. Eventually, we hope this review can offer novel instructions for early diagnosis and treatment for liver cancer.
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Affiliation(s)
- Xuran Wang
- Medical School of Nanjing University, Nanjing, Jiangsu, China
| | - Bin Zhang
- Department of Gastroenterology, Affiliated Nanjing Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Runqiu Jiang
- Department of Clinical Laboratory, The First Affiliated Hospital of Anhui Medical University, Hefei, China
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9
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Liu F, Lu X, Tang M, Chen Y, Zheng X. Gut Microbiome and Metabolite Characteristics Associated With Different Clinical Stages in Non-Small Cell Lung Cancer Patients. Cancer Manag Res 2025; 17:45-56. [PMID: 39816490 PMCID: PMC11734503 DOI: 10.2147/cmar.s499003] [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: 10/20/2024] [Accepted: 01/04/2025] [Indexed: 01/18/2025] Open
Abstract
Objective Our research has pinpointed the gut microbiome's role in the progression of various pathological types of non-small cell lung cancer (NSCLC). Nonetheless, the characteristics of the gut microbiome and its metabolites across different clinical stages of NSCLC are yet to be fully understood. The current study seeks to explore the distinctive gut flora and metabolite profiles of NSCLC patients across varying TNM stages. Methods The research team gathered stool samples from 52 patients diagnosed with non-small cell lung cancer (NSCLC) and 29 healthy individuals. Subsequently, they performed 16S rRNA gene amplification sequencing and untargeted gas/liquid chromatography-mass spectrometry metabolomics analysis. Results The study revealed that the alpha-diversity of the gut microbiome in NSCLC patients at different stages did not exhibit statistically significant differences. Notably, Lachnospira and Blautia were more abundant in healthy controls. The distribution of gut microbial species in patients with varying stages of NSCLC was uneven, with Bacteroides and Bacteroidaceae being most prevalent in stage T2, and Prevotella dominating in stage T4. Levels of Ruminococcus gnavus were notably elevated in stages N3 and M. The genus levels of Klebsiella, Parabacteroides, and Tannerellaceae were higher in stage II patients. Rodentibacter was the bacterium with increased levels in stage III NSCLC patients. Further metabolomics studies revealed significantly elevated levels of quinic acid and 3-hydroxybenzoic acid in the healthy control group. In contrast, Stage I+II non-small cell lung cancer (NSCLC) patients exhibited reduced levels of L-cystathionine. Notably, quinic acid, phthalic acid, and L-lactic acid were observed to be increased in Stage III+IV NSCLC patients. Conclusion Compared to the analysis of a single microbial dataset, this study provides deeper functional insights by incorporating comprehensive metabolomic profiling. This approach demonstrates that both the gut microbiome and associated metabolites are altered in NSCLC patients across different clinical stages. Our findings may offer novel perspectives on the pathogenesis of NSCLC at various TNM stages. Further research is warranted to validate and clinically apply these potential biomarkers.
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Affiliation(s)
- Fan Liu
- Health Management Center, General Practice Medical Center, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Xingbing Lu
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Mengli Tang
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Yuzuo Chen
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Xi Zheng
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
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10
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Lin H, Ma Z, Li J, Zhu H, Huang X, Chen H, Tu L, Lian Y, Su Y. Community characteristics and relationship between gut microbiota and intratumoral microbiota in hepatocellular carcinoma. Front Immunol 2025; 15:1500863. [PMID: 39867901 PMCID: PMC11757874 DOI: 10.3389/fimmu.2024.1500863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Accepted: 12/18/2024] [Indexed: 01/28/2025] Open
Abstract
Background The combination of local therapy with lenvatinib and programmed cell death protein-1 (PD-1) inhibitors represents an emerging treatment paradigm for unresectable hepatocellular carcinoma (uHCC). Our study sought to investigate the interrelationship between gut microbiota and intratumoral microbiota in the context of triple therapy, with a view to identifying potential biological markers. Methods The gut microbial community profiles of patients with primary untreated hepatocellular carcinoma (HCC) and those treated with local therapy combined with lenvatinib and PD-1 inhibitors were analyzed by 16S rRNA gene amplicon sequencing. Additionally, microbial community profiles of tumor tissues of patients with HCC and normal liver tissues were analyzed. Results In our investigation, we observed that patients with HCC who received triple therapy exhibited a notable enhancement in the abundance of Actinobacteriota and a considerable decrease in Escherichia Shigella. Patients who received hepatic artery infusion chemotherapy (HAIC) in combination with levatinib and PD-1 inhibitors exhibited significantly elevated levels of Faecalibacterium prausnitzii and Bacteroides stercoris in comparison to those who received transarterial chemoembolization (TACE) in combination with levatinib and PD-1 inhibitors. Furthermore, a notable decline in microbial diversity was observed within HCC tumors in comparison to normal liver tissues. The gut and intratumoral microbiota in HCC patients exhibited a high degree of similarity to the microbes present at the phylum level. Conclusions Gut microbiota is connected to triple therapy with local therapy combined with lenvatinib and PD-1 inhibitors for HCC. These discoveries underscore the potential of utilizing gut microbiota and intratumoral microbiota as biomarkers, as well as the possibility of triple therapy in the management of HCC.
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Affiliation(s)
- Huangpeng Lin
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, China
| | - Zexian Ma
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, China
| | - Jin Li
- Department of Health Management Center, Xiang’an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Heping Zhu
- Department of Hepatobiliary and Pancreatic Surgery, Xiamen Traditional Chinese Medicine Hospital, Xiamen, China
| | - Xuefeng Huang
- Department of Hepatobiliary and Pancreatic Surgery, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Huimin Chen
- Department of Hepatobiliary and Pancreatic Surgery, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Liang Tu
- Department of Hepatobiliary and Pancreatic Surgery, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Yifan Lian
- Department of Gastroenterology, The National Key Clinical Specialty, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Yongjie Su
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, China
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11
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Monti E, Vianello C, Leoni I, Galvani G, Lippolis A, D’Amico F, Roggiani S, Stefanelli C, Turroni S, Fornari F. Gut Microbiome Modulation in Hepatocellular Carcinoma: Preventive Role in NAFLD/NASH Progression and Potential Applications in Immunotherapy-Based Strategies. Cells 2025; 14:84. [PMID: 39851512 PMCID: PMC11764391 DOI: 10.3390/cells14020084] [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: 12/23/2024] [Revised: 01/07/2025] [Accepted: 01/08/2025] [Indexed: 01/26/2025] Open
Abstract
Hepatocellular carcinoma (HCC) is a heterogeneous tumor associated with several risk factors, with non-alcoholic fatty liver disease (NAFLD) emerging as an important cause of liver tumorigenesis. Due to the obesity epidemics, the occurrence of NAFLD has significantly increased with nearly 30% prevalence worldwide. HCC often arises in the background of chronic liver disease (CLD), such as nonalcoholic steatohepatitis (NASH) and cirrhosis. Gut microbiome (GM) alterations have been linked to NAFLD progression and HCC development, with several investigations reporting a crucial role for the gut-liver axis and microbial metabolites in promoting CLD. Moreover, the GM affects liver homeostasis, energy status, and the immune microenvironment, influencing the response to immunotherapy with interesting therapeutic implications. In this review, we summarize the main changes in the GM and derived metabolites (e.g., short-chain fatty acids and bile acids) occurring in HCC patients and influencing NAFLD progression, emphasizing their potential as early diagnostic biomarkers and prognostic tools. We discuss the weight loss effects of diet-based interventions and healthy lifestyles for the treatment of NAFLD patients, highlighting their impact on the restoration of the intestinal barrier and GM structure. We also describe encouraging preclinical findings on the modulation of GM to improve liver functions in CLD, boost the antitumor immune response (e.g., probiotic supplementations or anti-hypercholesterolemic drug treatment), and ultimately delay NAFLD progression to HCC. The development of safe and effective strategies that target the gut-liver axis holds promise for liver cancer prevention and treatment, especially if personalized options will be considered.
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Affiliation(s)
- Elisa Monti
- Department for Life Quality Studies, University of Bologna, Corso d’Augusto 237, 47921 Rimini, Italy; (E.M.); (C.V.); (I.L.); (G.G.); (A.L.); (C.S.)
- Centre for Applied Biomedical Research—CRBA, University of Bologna, 40138 Bologna, Italy
| | - Clara Vianello
- Department for Life Quality Studies, University of Bologna, Corso d’Augusto 237, 47921 Rimini, Italy; (E.M.); (C.V.); (I.L.); (G.G.); (A.L.); (C.S.)
- Centre for Applied Biomedical Research—CRBA, University of Bologna, 40138 Bologna, Italy
| | - Ilaria Leoni
- Department for Life Quality Studies, University of Bologna, Corso d’Augusto 237, 47921 Rimini, Italy; (E.M.); (C.V.); (I.L.); (G.G.); (A.L.); (C.S.)
- Centre for Applied Biomedical Research—CRBA, University of Bologna, 40138 Bologna, Italy
| | - Giuseppe Galvani
- Department for Life Quality Studies, University of Bologna, Corso d’Augusto 237, 47921 Rimini, Italy; (E.M.); (C.V.); (I.L.); (G.G.); (A.L.); (C.S.)
- Centre for Applied Biomedical Research—CRBA, University of Bologna, 40138 Bologna, Italy
| | - Annalisa Lippolis
- Department for Life Quality Studies, University of Bologna, Corso d’Augusto 237, 47921 Rimini, Italy; (E.M.); (C.V.); (I.L.); (G.G.); (A.L.); (C.S.)
| | - Federica D’Amico
- Unit of Microbiome Science and Biotechnology, Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy; (F.D.); (S.R.); (S.T.)
| | - Sara Roggiani
- Unit of Microbiome Science and Biotechnology, Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy; (F.D.); (S.R.); (S.T.)
- Human Microbiomics Unit, Department of Medical and Surgical Sciences, University of Bologna, 40138 Bologna, Italy
| | - Claudio Stefanelli
- Department for Life Quality Studies, University of Bologna, Corso d’Augusto 237, 47921 Rimini, Italy; (E.M.); (C.V.); (I.L.); (G.G.); (A.L.); (C.S.)
| | - Silvia Turroni
- Unit of Microbiome Science and Biotechnology, Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy; (F.D.); (S.R.); (S.T.)
- IRCCS Azienda Ospedaliero, Universitaria di Bologna, 40138 Bologna, Italy
| | - Francesca Fornari
- Department for Life Quality Studies, University of Bologna, Corso d’Augusto 237, 47921 Rimini, Italy; (E.M.); (C.V.); (I.L.); (G.G.); (A.L.); (C.S.)
- IRCCS Azienda Ospedaliero, Universitaria di Bologna, 40138 Bologna, Italy
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12
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Xirouchakis E, Pelekanos A, Xirouchakis S, Kranidioti H, Manolakopoulos S. A Systematic Review of Microbiota in Cirrhosis: A Change Towards a More Pathogenic Predisposition. Int J Mol Sci 2025; 26:527. [PMID: 39859243 PMCID: PMC11765289 DOI: 10.3390/ijms26020527] [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: 11/25/2024] [Revised: 12/17/2024] [Accepted: 12/23/2024] [Indexed: 01/27/2025] Open
Abstract
The microbiome of the human intestine is a regulator of health that modulates immune response and plays an important role in metabolism. The diversity, and abundance of microbiota communities in the gut have been shown to change in cirrhosis and its complications. We aimed to review the current knowledge regarding microbiota alterations in cirrhosis, its potential differences according to etiology, and its role in the development of cirrhosis complications. A systematic search of the online bibliographic database up to July 2024 was performed. Randomized controlled trials and observational and cohort studies that included a total or at least a cohort of cirrhotic adult patients were enlisted for data extraction and analysis. A total of 73 publications were included for data extraction. Alpha diversity was found to decrease in cirrhotic patients in 30/38 (78%) of the studies, while beta diversity in 20/22 (90%) presented significant differences between healthy and cirrhotic groups. Proteobacteria significantly increased in 20/27 (74%) studies, followed by Actinobacteria and Fusobacteria, while 22/25 (88%) studies found either a reduction in cirrhotic patients or increased abundance in healthy controls for Firmicutes and Bacteroidetes. The most abundant genera in hepatic encephalopathy groups were pathobionts such as Enterococcus and Streptococcus, followed by Vellionella and Escherichia. Heterogeneity was found among studies regarding Alpha diversity in hepatocellular carcinoma (HCC) as it was decreased in three studies, indifferent in five, and increased in three studies in comparison to cirrhotic non-HCC patients. The dysbiosis of the gut microbiota is associated with cirrhosis and the development of complications such as hepatic encephalopathy and hepatocellular carcinoma.
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Affiliation(s)
- Elias Xirouchakis
- Gastroenterology-Liver-Endoscopy Unit, 2nd Department of Internal Medicine, General Hospital of Athens “Hippocration”, National and Kapodistrian University of Athens, 115 27 Athens, Greece; (A.P.); (H.K.); (S.M.)
- Department of Gastroenterology and Hepatology, Athens Medical, P. Faliron Hospital, 175 62 Athens, Greece;
| | - Alexandros Pelekanos
- Gastroenterology-Liver-Endoscopy Unit, 2nd Department of Internal Medicine, General Hospital of Athens “Hippocration”, National and Kapodistrian University of Athens, 115 27 Athens, Greece; (A.P.); (H.K.); (S.M.)
| | - Spyridon Xirouchakis
- Department of Gastroenterology and Hepatology, Athens Medical, P. Faliron Hospital, 175 62 Athens, Greece;
- Medical School, European University of Cyprus, 2404 Nicosia, Cyprus
| | - Hariklia Kranidioti
- Gastroenterology-Liver-Endoscopy Unit, 2nd Department of Internal Medicine, General Hospital of Athens “Hippocration”, National and Kapodistrian University of Athens, 115 27 Athens, Greece; (A.P.); (H.K.); (S.M.)
| | - Spilios Manolakopoulos
- Gastroenterology-Liver-Endoscopy Unit, 2nd Department of Internal Medicine, General Hospital of Athens “Hippocration”, National and Kapodistrian University of Athens, 115 27 Athens, Greece; (A.P.); (H.K.); (S.M.)
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13
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Lederer AK, Görrissen N, Nguyen TT, Kreutz C, Rasel H, Bartsch F, Lang H, Endres K. Exploring the effects of gut microbiota on cholangiocarcinoma progression by patient-derived organoids. J Transl Med 2025; 23:34. [PMID: 39789543 PMCID: PMC11716211 DOI: 10.1186/s12967-024-06012-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: 08/21/2024] [Accepted: 12/19/2024] [Indexed: 01/12/2025] Open
Abstract
BACKGROUND Recent research indicates a role of gut microbiota in development and progression of life-threatening diseases such as cancer. Carcinomas of the biliary ducts, the so-called cholangiocarcinomas, are known for their aggressive tumor biology, implying poor prognosis of affected patients. An impact of the gut microbiota on cholangiocarcinoma development and progression is plausible due to the enterohepatic circulation and is therefore the subject of scientific debate, however evidence is still lacking. This review aimed to discuss the suitability of complex cell culture models to investigate the role of gut microbiota in cholangiocarcinoma progression. MAIN BODY Clinical research in this area is challenging due to poor comparability of patients and feasibility reasons, which is why translational models are needed to understand the basis of tumor progression in cholangiocarcinoma. A promising approach to investigate the influence of gut microbiota could be an organoid model. Organoids are 3D cell models cultivated in a modifiable and controlled condition, which can be grown from tumor tissue. 3D cell models are able to imitate physiological and pathological processes in the human body and thus contribute to a better understanding of health and disease. CONCLUSION The use of complex cell cultures such as organoids and organoid co-cultures might be powerful and valuable tools to study not only the growth behavior and growth of cholangiocarcinoma cells, but also the interaction with the tumor microenvironment and with components of the gut microbiota.
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Affiliation(s)
- Ann-Kathrin Lederer
- Department of General, Visceral and Transplantation Surgery, University Medical Center Mainz, 55131, Mainz, Germany.
- Center for Complementary Medicine, Department of Medicine II, Faculty of Medicine, Medical Center-University of Freiburg, University of Freiburg, 79106, Freiburg, Germany.
| | - Nele Görrissen
- Department of General, Visceral and Transplantation Surgery, University Medical Center Mainz, 55131, Mainz, Germany
| | - Tinh Thi Nguyen
- Department of Psychiatry and Psychotherapy, University Medical Center Mainz, 55131, Mainz, Germany
- Institute of Molecular Biology (IMB), 55128, Mainz, Germany
| | - Clemens Kreutz
- Institute of Medical Biometry and Statistics (IMBI), Faculty of Medicine and Medical Center, 79106, Freiburg, Germany
| | - Hannah Rasel
- Department of General, Visceral and Transplantation Surgery, University Medical Center Mainz, 55131, Mainz, Germany
| | - Fabian Bartsch
- Department of General, Visceral and Transplantation Surgery, University Medical Center Mainz, 55131, Mainz, Germany
| | - Hauke Lang
- Department of General, Visceral and Transplantation Surgery, University Medical Center Mainz, 55131, Mainz, Germany
| | - Kristina Endres
- Department of Psychiatry and Psychotherapy, University Medical Center Mainz, 55131, Mainz, Germany
- Faculty of Computer Sciences and Microsystems Technology, University of Applied Sciences Kaiserslautern, 66482, Zweibrücken, Germany
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14
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Anwer EKE, Ajagbe M, Sherif M, Musaibah AS, Mahmoud S, ElBanbi A, Abdelnaser A. Gut Microbiota Secondary Metabolites: Key Roles in GI Tract Cancers and Infectious Diseases. Biomedicines 2025; 13:100. [PMID: 39857684 PMCID: PMC11762448 DOI: 10.3390/biomedicines13010100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2024] [Revised: 12/23/2024] [Accepted: 12/27/2024] [Indexed: 01/27/2025] Open
Abstract
The gut microbiota, a dynamic ecosystem of trillions of microorganisms, produces secondary metabolites that profoundly influence host health. Recent research has highlighted the significant role of these metabolites, particularly short-chain fatty acids, indoles, and bile acids, in modulating immune responses, impacting epigenetic mechanisms, and contributing to disease processes. In gastrointestinal (GI) cancers such as colorectal, liver, and gastric cancer, microbial metabolites can drive tumorigenesis by promoting inflammation, DNA damage, and immune evasion. Conversely, these same metabolites hold therapeutic promise, potentially enhancing responses to chemotherapy and immunotherapy and even directly suppressing tumor growth. In addition, gut microbial metabolites play crucial roles in infectious disease susceptibility and resilience, mediating immune pathways that impact pathogen resistance. By consolidating recent insights into the gut microbiota's role in shaping disease and health, this review underscores the therapeutic potential of targeting microbiome-derived metabolites for treating GI cancers and infectious diseases and calls for further research into microbiome-based interventions.
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Affiliation(s)
- Eman K. E. Anwer
- Biotechnology Graduate Program, School of Sciences and Engineering, The American University in Cairo, New Cairo 11835, Egypt; (E.K.E.A.); (M.A.); (M.S.)
- Department of Microbiology and Immunology, Faculty of Pharmacy, Modern University for Technology and Information, Cairo 4411601, Egypt
| | - Muhammad Ajagbe
- Biotechnology Graduate Program, School of Sciences and Engineering, The American University in Cairo, New Cairo 11835, Egypt; (E.K.E.A.); (M.A.); (M.S.)
| | - Moustafa Sherif
- Biotechnology Graduate Program, School of Sciences and Engineering, The American University in Cairo, New Cairo 11835, Egypt; (E.K.E.A.); (M.A.); (M.S.)
| | - Abobaker S. Musaibah
- Institute of Global Health and Human Ecology, School of Sciences and Engineering, The American University in Cairo, New Cairo 11835, Egypt; (A.S.M.); (S.M.)
| | - Shuaib Mahmoud
- Institute of Global Health and Human Ecology, School of Sciences and Engineering, The American University in Cairo, New Cairo 11835, Egypt; (A.S.M.); (S.M.)
| | - Ali ElBanbi
- Biology Department, School of Sciences and Engineering, The American University in Cairo, New Cairo 11835, Egypt;
| | - Anwar Abdelnaser
- Institute of Global Health and Human Ecology, School of Sciences and Engineering, The American University in Cairo, New Cairo 11835, Egypt; (A.S.M.); (S.M.)
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15
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Amaro-da-Cruz A, Rubio-Tomás T, Álvarez-Mercado AI. Specific microbiome patterns and their association with breast cancer: the intestinal microbiota as a potential biomarker and therapeutic strategy. Clin Transl Oncol 2025; 27:15-41. [PMID: 38890244 PMCID: PMC11735593 DOI: 10.1007/s12094-024-03554-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: 03/13/2024] [Accepted: 06/04/2024] [Indexed: 06/20/2024]
Abstract
Breast cancer (BC) is one of the most diagnosed cancers in women. Based on histological characteristics, they are classified as non-invasive, or in situ (tumors located within the milk ducts or milk lobules) and invasive. BC may develop from in situ carcinomas over time. Determining prognosis and predicting response to treatment are essential tools to manage this disease and reduce its incidence and mortality, as well as to promote personalized therapy for patients. However, over half of the cases are not associated with known risk factors. In addition, some patients develop resistance to treatment and relapse. Therefore, it is necessary to identify new biomarkers and treatment strategies that improve existing therapies. In this regard, the role of the microbiome is being researched as it could play a role in carcinogenesis and the efficacy of BC therapies. This review aims to describe specific microbiome patterns associated with BC. For this, a literature search was carried out in PubMed database using the MeSH terms "Breast Neoplasms" and "Gastrointestinal Microbiome", including 29 publications. Most of the studies have focused on characterizing the gut or breast tissue microbiome of the patients. Likewise, studies in animal models and in vitro that investigated the impact of gut microbiota (GM) on BC treatments and the effects of the microbiome on tumor cells were included. Based on the results of the included articles, BC could be associated with an imbalance in the GM. This imbalance varied depending on molecular type, stage and grade of cancer, menopause, menarche, body mass index, and physical activity. However, a specific microbial profile could not be identified as a biomarker. On the other hand, some studies suggest that the GM may influence the efficacy of BC therapies. In addition, some microorganisms and bacterial metabolites could improve the effects of therapies or influence tumor development.
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Affiliation(s)
- Alba Amaro-da-Cruz
- Department of Chemical Engineering, Faculty of Science, University of Granada, 18071, Granada, Spain
| | - Teresa Rubio-Tomás
- Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology-Hellas, Heraklion, Crete, Greece
| | - Ana I Álvarez-Mercado
- Instituto de Investigación Biosanitaria ibs.GRANADA, Complejo Hospitalario Universitario de Granada, 18014, Granada, Spain.
- Institute of Nutrition and Food Technology, Biomedical Research Center, University of Granada, 18016, Armilla, Spain.
- Department of Pharmacology School of Pharmacy, University of Granada, 18071, Granada, Spain.
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16
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Wang J, Wang X, Zhuo E, Chen B, Chan S. Gut‑liver axis in liver disease: From basic science to clinical treatment (Review). Mol Med Rep 2025; 31:10. [PMID: 39450549 PMCID: PMC11541166 DOI: 10.3892/mmr.2024.13375] [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: 11/29/2023] [Accepted: 06/14/2024] [Indexed: 10/26/2024] Open
Abstract
Incidence of a number of liver diseases has increased. Gut microbiota serves a role in the pathogenesis of hepatitis, cirrhosis and liver cancer. Gut microbiota is considered 'a new virtual metabolic organ'. The interaction between the gut microbiota and liver is termed the gut‑liver axis. The gut‑liver axis provides a novel research direction for mechanism of liver disease development. The present review discusses the role of the gut‑liver axis and how this can be targeted by novel treatments for common liver diseases.
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Affiliation(s)
- Jianpeng Wang
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230032, P.R. China
- Department of Clinical Medicine, The First Clinical Medical College, Anhui Medical University, Hefei, Anhui 230032, P.R. China
| | - Xinyi Wang
- Department of Radiation Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230032, P.R. China
| | - Enba Zhuo
- Department of Anesthesiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230032, P.R. China
| | - Bangjie Chen
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230032, P.R. China
| | - Shixin Chan
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230032, P.R. China
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17
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Wang X, Fang Y, Liang W, Cai Y, Wong CC, Wang J, Wang N, Lau HCH, Jiao Y, Zhou X, Ye L, Mo M, Yang T, Fan M, Song L, Zhou H, Zhao Q, Chu ESH, Liang M, Liu W, Liu X, Zhang S, Shang H, Wei H, Li X, Xu L, Liao B, Sung JJY, Kuang M, Yu J. Gut-liver translocation of pathogen Klebsiella pneumoniae promotes hepatocellular carcinoma in mice. Nat Microbiol 2025; 10:169-184. [PMID: 39747695 PMCID: PMC11726454 DOI: 10.1038/s41564-024-01890-9] [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: 05/29/2023] [Accepted: 11/15/2024] [Indexed: 01/04/2025]
Abstract
Hepatocellular carcinoma (HCC) is accompanied by an altered gut microbiota but whether the latter contributes to carcinogenesis is unclear. Here we show that faecal microbiota transplantation (FMT) using stool samples from patients with HCC spontaneously initiate liver inflammation, fibrosis and dysplasia in wild-type mice, and accelerate disease progression in a mouse model of HCC. We find that HCC-FMT results in gut barrier injury and translocation of live bacteria to the liver. Metagenomic analyses and bacterial culture of liver tissues reveal enrichment of the gut pathogen Klebsiella pneumoniae in patients with HCC and mice transplanted with the HCC microbiota. Moreover, K. pneumoniae monocolonization recapitulates the effect of HCC-FMT in promoting liver inflammation and hepatocarcinogenesis. Mechanistically, K. pneumoniae surface protein PBP1B interacts with and activates TLR4 on HCC cells, leading to increased cell proliferation and activation of oncogenic signalling. Targeting gut colonization using K. oxytoca or TLR4 inhibition represses K. pneumoniae-induced HCC progression. These findings indicate a role for an altered gut microbiota in hepatocarcinogenesis.
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Affiliation(s)
- Xueliang Wang
- Department of Liver Surgery, Center of Hepato-Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- Institute of Digestive Disease and The 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
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yi Fang
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Wei Liang
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yuhong Cai
- Department of Liver Surgery, Center of Hepato-Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Chi Chun Wong
- Institute of Digestive Disease and The 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
| | - Junlin Wang
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Na Wang
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Harry Cheuk-Hay Lau
- Institute of Digestive Disease and The 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
| | - Ying Jiao
- Institute of Digestive Disease and The 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
| | - Xingyu Zhou
- Institute of Digestive Disease and The 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
| | - Liufang Ye
- Institute of Digestive Disease and The 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
| | - Mengmiao Mo
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Tao Yang
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Miao Fan
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Lei Song
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Heming Zhou
- Institute of Digestive Disease and The 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
| | - Qiang Zhao
- Organ Transplant Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Eagle Siu-Hong Chu
- Institute of Digestive Disease and The 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
| | - Meinong Liang
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Weixin Liu
- Institute of Digestive Disease and The 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
| | - Xin Liu
- Department of Liver Surgery, Center of Hepato-Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Shuaiyin Zhang
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Haitao Shang
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Hong Wei
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiaoxing Li
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Lixia Xu
- Department of Oncology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Bing Liao
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Joseph J Y Sung
- Institute of Digestive Disease and The 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
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Ming Kuang
- Department of Liver Surgery, Center of Hepato-Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Jun Yu
- Institute of Digestive Disease and The 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.
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
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Sadri M, Shafaghat Z, Roozbehani M, Hoseinzadeh A, Mohammadi F, Arab FL, Minaeian S, Fard SR, Faraji F. Effects of Probiotics on Liver Diseases: Current In Vitro and In Vivo Studies. Probiotics Antimicrob Proteins 2024:10.1007/s12602-024-10431-z. [PMID: 39739162 DOI: 10.1007/s12602-024-10431-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/06/2024] [Indexed: 01/02/2025]
Abstract
Various types of liver or hepatic diseases cause the death of about 2 million people worldwide every year, of which 1 million die from the complications of cirrhosis and another million from hepatocellular carcinoma and viral hepatitis. Currently, the second most common solid organ transplant is the liver, and the current rate represents less than 10% of global transplant requests. Hence, finding new approaches to treat and prevent liver diseases is essential. In liver diseases, the interaction between the liver, gut, and immune system is crucial, and probiotics positively affect the human microbiota. Probiotics are a non-toxic and biosafe alternative to synthetic chemical compounds. Health promotion by lowering cholesterol levels, stimulating host immunity, the natural gut microbiota, and other functions are some of the activities of probiotics, and their metabolites, including bacteriocins, can exert antimicrobial effects against a broad range of pathogenic bacteria. The present review discusses the available data on the results of preclinical and clinical studies on the effects of probiotic administration on different types of liver diseases.
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Affiliation(s)
- Maryam Sadri
- Department of Immunology, Iran University of Medical Sciences, Tehran, Iran
| | - Zahra Shafaghat
- Department of Immunology, Iran University of Medical Sciences, Tehran, Iran
| | - Mona Roozbehani
- Vaccine Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Akram Hoseinzadeh
- Cancer Research Center, Faculty of Medicine, Semnan University of Medical Sciences, Semnan, Iran
| | - Fatemeh Mohammadi
- Department of Immunology, School of Medicine, Mashhad University of Medicine Sciences, Mashhad, Iran
| | - Fahimeh Lavi Arab
- Department of Immunology, School of Medicine, Mashhad University of Medicine Sciences, Mashhad, Iran
| | - Sara Minaeian
- Antimicrobial Resistance Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medicine Sciences, Tehran, Iran
| | - Soheil Rahmani Fard
- Antimicrobial Resistance Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medicine Sciences, Tehran, Iran
| | - Fatemeh Faraji
- Antimicrobial Resistance Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medicine Sciences, Tehran, Iran.
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19
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Todorovic N, Martinelli S, Nannini G, Weiskirchen R, Amedei A. Etiology-Dependent Microbiome Differences in Hepatocellular Carcinoma Development. Int J Mol Sci 2024; 25:13510. [PMID: 39769276 PMCID: PMC11677376 DOI: 10.3390/ijms252413510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Revised: 12/13/2024] [Accepted: 12/14/2024] [Indexed: 01/11/2025] Open
Abstract
Chronic liver disease is characterised by persistent inflammation, tissue damage, and regeneration, which leads to steatosis, fibrosis, and, lastly, cirrhosis and hepatocellular carcinoma (HCC). HCC, the most prevalent form of primary liver cancer, is one of the leading causes of cancer-related mortality worldwide. The gut microbiota plays a fundamental role in human physiology, and disturbances in its critical balance are widely recognised as contributors to various pathological conditions, including chronic liver diseases, both infectious and non-infectious in nature. Growing interest in microbiota research has recently shifted the focus towards the study of intratumoural microbiota, referred to as the "oncobiome", which can significantly impact the development and progression of HCC. In this review, we discuss existing research and provide an overview of the microbiota influence on viral hepatitis, particularly in shaping the progression of liver disease caused by the hepatitis B and hepatitis C viruses. We also explore microbial dysbiosis and its contribution to the silent and dangerous progression of non-alcoholic fatty liver disease. Additionally, we address the impact of alcohol on the liver and its interaction with the microbiota, tracing the pathway from inflammation to cirrhosis and cancer. The review emphasises the most common etiologies of hepatocellular carcinoma.
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Affiliation(s)
- Nevena Todorovic
- Department of Experimental and Clinical Medicine, University of Florence, 50134 Florence, Italy; (N.T.); (S.M.); (G.N.)
- Clinic for Infectious and Tropical Diseases, University Clinical Centre of Serbia, 11000 Belgrade, Serbia
| | - Serena Martinelli
- Department of Experimental and Clinical Medicine, University of Florence, 50134 Florence, Italy; (N.T.); (S.M.); (G.N.)
| | - Giulia Nannini
- Department of Experimental and Clinical Medicine, University of Florence, 50134 Florence, Italy; (N.T.); (S.M.); (G.N.)
| | - Ralf Weiskirchen
- Institute of Molecular Pathobiochemistry, Experimental Gene Therapy and Clinical Chemistry (IFMPEGKC), RWTH University Hospital Aachen, D-52074 Aachen, Germany
| | - Amedeo Amedei
- Department of Experimental and Clinical Medicine, University of Florence, 50134 Florence, Italy; (N.T.); (S.M.); (G.N.)
- Network of Immunity in Infection, Malignancy and Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), 50139 Florence, Italy
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20
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Zhou P, Qiu C, Zhuang Z, Shi K, Yang Z, Ding Y, Qu H, Xia J. A two-sample Mendelian randomization study reveals the causal effects of statin medication on gut microbiota abundance in the European population. Front Genet 2024; 15:1380830. [PMID: 39734574 PMCID: PMC11674602 DOI: 10.3389/fgene.2024.1380830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 11/14/2024] [Indexed: 12/31/2024] Open
Abstract
Background Observational studies have reported changes in gut microbiota abundance caused by long-term statin medication therapy. However, the causal relation between statin medication and gut microbiota subsets based on genetic variants remains unclear. Methods We used genome-wide association study (GWAS) data on statin medication from the FinnGen database and gut microbiota abundance GWAS data from the IEU OpenGWAS project. A Mendelian randomization (MR) analysis was conducted to evaluate the causal effect of statin medication on gut microbiota abundance using the inverse variance weighting (IVW) method, MR-Egger regression, and weighted median approach. Meanwhile, heterogeneity and pleiotropy analyses were also undertaken in this study. Results Statin medication was negatively correlated with five species of gut microbiota abundance: Parabacteroides (BetaIVW = -0.2745, 95% CI = (-0.4422, -0.1068), and P IVW = 0.0013), Ruminococcaceae UCG-009 (BetaIVW = -0.1904, 95% CI = (-0.3255, -0.0553), and P IVW = 0.0057), Coprococcus 1 (BetaIVW = -0.1212, 95% CI = (-0.2194, -0.0231), and P IVW = 0.0154), Ruminococcaceae UCG-010 (BetaIVW = -0.1149, 95% CI = (-0.2238, -0.0060), and P IVW = 0.0385), and Veillonellaceae (BetaIVW = -0.0970, 95% CI = (-0.2238, 0.0060), and P IVW = 0.0400) and positively correlated with one species of gut microbiota: Desulfovibrio (BetaIVW = 0.2452, 95% CI = (0.0299, 0.4606), and P IVW = 0.0255). In addition, no significant heterogeneity or pleiotropy was detected in the abovementioned gut microbiota. Conclusion This Mendelian randomization analysis indicates a causal relationship between statin medication and six gut microbiota species. These findings may provide new strategies for health monitoring in populations taking long-term statin medications.
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Affiliation(s)
- Peng Zhou
- Department of General Surgery, The Affiliated Wuxi No.2 People's Hospital of Nanjing Medical University, Wuxi Medical Center, Nanjing Medical University, Wuxi, Jiangsu, China
- Department of General Surgery, Institute of General Surgical Research, Jiangnan University Medical Center, School of Medicine, Jiangnan University, Wuxi, China
| | - Chen Qiu
- Department of General Surgery, The Affiliated Wuxi No.2 People's Hospital of Nanjing Medical University, Wuxi Medical Center, Nanjing Medical University, Wuxi, Jiangsu, China
| | - Zequn Zhuang
- Department of Hepatobiliary Surgery, Jinjiang Municipal Hospital (Shanghai Sixth People’s Hospital Fujian), Quanzhou, Fujian, China
| | - Kaihang Shi
- Department of Hepatobiliary Surgery, The Affiliated Yixing Hospital of Jiangsu University, Wuxi, China
| | - Zhihui Yang
- Department of General Surgery, Institute of General Surgical Research, Jiangnan University Medical Center, School of Medicine, Jiangnan University, Wuxi, China
| | - Yuyan Ding
- Department of General Surgery, Institute of General Surgical Research, Jiangnan University Medical Center, School of Medicine, Jiangnan University, Wuxi, China
| | - Huiheng Qu
- Department of General Surgery, Institute of General Surgical Research, Jiangnan University Medical Center, School of Medicine, Jiangnan University, Wuxi, China
| | - Jiazeng Xia
- Department of General Surgery, The Affiliated Wuxi No.2 People's Hospital of Nanjing Medical University, Wuxi Medical Center, Nanjing Medical University, Wuxi, Jiangsu, China
- Department of General Surgery, Institute of General Surgical Research, Jiangnan University Medical Center, School of Medicine, Jiangnan University, Wuxi, China
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21
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Jinato T, Anuntakarun S, Satthawiwat N, Chuaypen N, Tangkijvanich P. Distinct alterations of gut microbiota between viral- and non-viral-related hepatocellular carcinoma. Appl Microbiol Biotechnol 2024; 108:34. [PMID: 38183473 PMCID: PMC10771587 DOI: 10.1007/s00253-023-12845-1] [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: 04/25/2023] [Revised: 11/06/2023] [Accepted: 11/16/2023] [Indexed: 01/08/2024]
Abstract
Altered gut microbiota has been connected to hepatocellular carcinoma (HCC) occurrence and advancement. This study was conducted to identify a gut microbiota signature in differentiating between viral-related HCC (Viral-HCC) and non-hepatitis B-, non-hepatitis C-related HCC (NBNC-HCC). Fecal specimens were obtained from 16 healthy controls, 33 patients with viral-HCC (17 and 16 cases with hepatitis B virus (HBV) and hepatitis C virus (HCV) infection, respectively), and 18 patients with NBNC-HCC. Compositions of fecal microbiota were assessed by 16S rRNA sequencing. Bioinformatic analysis was performed by the DADA2 pipeline in the R program. Significantly different genera from the top 50 relative abundance were used to classify between subgroups of HCC by the Random Forest algorithm. Our data demonstrated that the HCC group had a significantly decreased alpha-diversity and changed microbial composition in comparison with healthy controls. Within the top 50 relative abundance, there were 11 genera including Faecalibacterium, Agathobacter, and Coprococcus that were significantly enhanced in Viral-HCC, while 5 genera such as Bacteroides, Streptococcus, Ruminococcus gnavus group, Parabacteroides, and Erysipelatoclostridium were enhanced in NBNC-HCC. Compared to Viral-HCC, the NBNC-HCC subgroup significantly reduced various short-chain fatty acid-producing bacteria, as well as declined fecal butyrate but elevated plasma surrogate markers of microbial translocation. Based on the machine learning algorithm, a high diagnostic accuracy to classify HCC subgroups was achieved with an area under the receiver-operating characteristic (ROC) curve (AUC) of 0.94. Collectively, these data revealed that gut dysbiosis was distinct according to etiological factors of HCC, which might play an essential role in hepatocarcinogenesis. These findings underscore the possible use of a gut microbiota signature for the diagnosis and therapeutic approaches regarding different subgroups of HCC. KEY POINTS: • Gut dysbiosis is connected to hepatocarcinogenesis and can be used as a novel biomarker. • Gut microbiota composition is significantly altered in different etiological factors of HCC. • Microbiota-based signature can accurately distinguish between Viral-HCC and NBNC-HCC.
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Affiliation(s)
- Thananya Jinato
- Center of Excellence in Hepatitis and Liver Cancer, Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
- Doctor of Philosophy Program in Medical Sciences, Graduate Affairs, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Songtham Anuntakarun
- Center of Excellence in Hepatitis and Liver Cancer, Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Nantawat Satthawiwat
- Center of Excellence in Hepatitis and Liver Cancer, Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Natthaya Chuaypen
- Center of Excellence in Hepatitis and Liver Cancer, Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand.
| | - Pisit Tangkijvanich
- Center of Excellence in Hepatitis and Liver Cancer, Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand.
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22
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Sun Z, Chen G. Impact of heterogeneity in liver matrix and intrahepatic cells on the progression of hepatic fibrosis. Tissue Cell 2024; 91:102559. [PMID: 39293139 DOI: 10.1016/j.tice.2024.102559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 08/05/2024] [Accepted: 09/09/2024] [Indexed: 09/20/2024]
Abstract
Liver fibrosis is a disease with a high prevalence worldwide. The development of hepatic fibrosis results from a combination of factors within the liver, such as extracellular matrix (ECM) deposition, hepatic stellate cells (HSCs) activation, collagen cross-linking, and inflammatory response. Heterogeneity in fibrotic liver is the result of a combination of heterogeneity in the intrahepatic microenvironment as well as heterogeneous expression of fibrosis-associated enzymes and cells, complicating the study of the mechanisms underlying the progression of liver fibrosis. The role of this heterogeneity on the crosstalk between cells and matrix and on the fibrotic process is worth exploring. In this paper, we will describe the phenomenon and mechanism of heterogeneity of liver matrix and intrahepatic cells in the process of hepatic fibrosis and discuss the crosstalk between heterogeneous factors on the development of fibrosis. The elucidation of heterogeneity is important for a deeper understanding of the pathological mechanisms of liver fibrosis as well as for clinical diagnosis and targeted therapies.
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Affiliation(s)
- Zhongtao Sun
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing 400054, China
| | - Guobao Chen
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing 400054, China.
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23
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Hu B, Yang Y, Yao J, Lin G, He Q, Bo Z, Zhang Z, Li A, Wang Y, Chen G, Shan Y. Gut Microbiota as Mediator and Moderator Between Hepatitis B Virus and Hepatocellular Carcinoma: A Prospective Study. Cancer Med 2024; 13:e70454. [PMID: 39702929 DOI: 10.1002/cam4.70454] [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: 04/18/2024] [Revised: 07/06/2024] [Accepted: 11/16/2024] [Indexed: 12/21/2024] Open
Abstract
BACKGROUND The impact of gut microbiome on hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC) is unclear. We aimed to evaluate the potential correlation between gut microbiome and HBV-related HCC and introduced novel machine learning (ML) signatures based on gut microbe to predict the risk of HCC. MATERIALS AND METHODS A total of 640 patients with chronic liver diseases or HCC were prospectively recruited between 2019 and 2022. Fecal samples were collected and subjected to 16S rRNA gene sequencing. Univariate and multivariate logistic regression was applied to identify risk characteristics. Several ML methods were employed to construct gut microbe-based models and the predictive performance was evaluated. RESULTS A total of 571 patients were involved in the study, including 374 patients with HCC and 197 patients with chronic liver diseases. After the propensity score matching method, 147 pairs of participants were enrolled in the analysis. Bacteroidia and Bacteroidales were demonstrated to exert mediating effects between HBV and HCC, and the moderating effects varied across Bacilli, Lactobacillales, Erysipelotrichaceae, Actinomyces, and Roseburia. HBV, alpha-fetoprotein, alanine transaminase, triglyceride, and Child-Pugh were identified as independent risk factors for HCC occurrence. Seven ML-based HBV-gut microbe models were established to predict HCC, with AUCs ranging from 0.821 to 0.898 in the training set and 0.813-0.885 in the validation set. Furthermore, the merged clinical-HBV-gut microbe models exhibited a comparable performance to HBV-gut microbe models. CONCLUSIONS Gut microbes are important factors between HBV and HCC through its potential mediating and moderating effects, which can be used as valuable biomarkers for the pathogenesis of HBV-related HCC.
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Affiliation(s)
- Bingren Hu
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Yi Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Wenzhou Medical University, Wenzhou, China
| | - Jiangqiao Yao
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Ganglian Lin
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Qikuan He
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Zhiyuan Bo
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Zhewei Zhang
- The First Clinical College, Wenzhou Medical University, Wenzhou, China
| | - Anlvna Li
- The First Clinical College, Wenzhou Medical University, Wenzhou, China
| | - Yi Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Wenzhou Medical University, Wenzhou, China
| | - Gang Chen
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
- Zhejiang-Germany Interdisciplinary Joint Laboratory of Hepatobiliary-Pancreatic Tumor and Bioengineering, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Yunfeng Shan
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
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24
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Wu J, Zhang J, Huang G, Zhong Y, Yang Y, Deng P. Evidence from mendelian randomization identifies several causal relationships between primary membranous nephropathy and gut microbiota. Ren Fail 2024; 46:2349136. [PMID: 38770992 PMCID: PMC11110878 DOI: 10.1080/0886022x.2024.2349136] [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: 12/08/2023] [Accepted: 04/10/2024] [Indexed: 05/22/2024] Open
Abstract
BACKGROUND Research has showcased a correlation between disruptions in gut microbiota and primary membranous nephropathy (pMN), giving rise to the concept of the 'gut-kidney axis'. However, the precise relationship between gut microbiota and pMN remains elusive. Hence, this study endeavors to investigate whether a causal relationship exists between gut microbiota and pMN utilizing Mendelian randomization (MR) analysis. METHODS The primary method employed for MR analysis is the inverse variance weighting method, supplemented by MR-Egger and the weighted median method, to infer causality. This approach was validated within the pMN cohort across two distinct populations. RESULTS At the species level, the abundance of Bifidobacterium bifidum and Alistipes indistinctus was negatively correlated with the risk of pMN. Conversely, pMN was positively associated with Bacilli abundance at the class level, Lachnospiraceae abundance at the family level, and Dialister abundance at the genus level. Specifically, at the species level, pMN was positively correlated with the abundance of Ruminococcus lactaris, Dialister invisus, and Coprococcus_sp_ART55_1. CONCLUSION These findings lay the groundwork for future research exploring the interplay between pMN and the gut microbiota, with substantial implications for the prevention and treatment of pMN and its associated complications.
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Affiliation(s)
- Jianwei Wu
- Department of Medical Technology, Gannan Healthcare Vocational College, Ganzhou, China
| | - Jing Zhang
- Department of Medical Technology, Gannan Healthcare Vocational College, Ganzhou, China
| | - Gang Huang
- Department of Laboratory, GanZhou Cancer Hospital, Ganzhou, China
| | - Yinglian Zhong
- Department of Blood Transfusion, Ganzhou Fifth People’s Hospital, Ganzhou, China
| | - Yi Yang
- Department of Rheumatology and Immunology, The Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Peng Deng
- Department of Endocrinology, Department of Nephrology, Ganzhou Fifth People’s Hospital, Ganzhou, China
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25
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Yang Y, Bo Z, Wang J, Chen B, Su Q, Lian Y, Guo Y, Yang J, Zheng C, Wang J, Zeng H, Zhou J, Chen Y, Chen G, Wang Y. Machine learning based on alcohol drinking-gut microbiota-liver axis in predicting the occurrence of early-stage hepatocellular carcinoma. BMC Cancer 2024; 24:1468. [PMID: 39609660 PMCID: PMC11606210 DOI: 10.1186/s12885-024-13161-1] [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: 11/09/2023] [Accepted: 11/07/2024] [Indexed: 11/30/2024] Open
Abstract
BACKGROUND Alcohol drinking and gut microbiota are related to hepatocellular carcinoma (HCC), but the specific relationship between them remains unclear. AIMS We aimed to establish the alcohol drinking-gut microbiota-liver axis and develop machine learning (ML) models in predicting the occurrence of early-stage HCC. METHODS Two hundred sixty-nine patients with early-stage HCC and 278 controls were recruited. Alcohol drinking-gut microbiota-liver axis was established through the mediation/moderation effect analyses. Eight ML algorithms including Classification and Regression Tree (CART), Gradient Boosting Machine (GBM), K-Nearest Neighbor (KNN), Logistic Regression (LR), Neural Network (NN), Random Forest (RF), Support Vector Machine (SVM), and eXtreme Gradient Boosting (XGBoost) were applied. RESULTS A total of 160 pairs of individuals were included for analyses. The mediation effects of Genus_Catenibacterium (P = 0.024), Genus_Tyzzerella_4 (P < 0.001), and Species_Tyzzerella_4 (P = 0.020) were discovered. The moderation effects of Family_Enterococcaceae (OR = 0.741, 95%CI:0.160-0.760, P = 0.017), Family_Leuconostocaceae (OR = 0.793, 95%CI:0.486-3.593, P = 0.010), Genus_Enterococcus (OR = 0.744, 95%CI:0.161-0.753, P = 0.017), Genus_Erysipelatoclostridium (OR = 0.693, 95%CI:0.062-0.672, P = 0.032), Genus_Lactobacillus (OR = 0.655, 95%CI:0.098-0.749, P = 0.011), Species_Enterococcus_faecium (OR = 0.692, 95%CI:0.061-0.673, P = 0.013), and Species_Lactobacillus (OR = 0.653, 95%CI:0.086-0.765, P = 0.014) were uncovered. The predictive power of eight ML models was satisfactory (AUCs:0.855-0.932). The XGBoost model had the best predictive ability (AUC = 0.932). CONCLUSIONS ML models based on the alcohol drinking-gut microbiota-liver axis are valuable in predicting the occurrence of early-stage HCC.
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Affiliation(s)
- Yi Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Wenzhou Medical University, Wenzhou, 325035, China
- Department of Clinical Laboratory, Second Affiliated Hospital, Department of Epidemiology and Biostatistics, School of Public Health, The Key Laboratory of Intelligent Preventive Medicine of Zhejiang Province, Zhejiang University School of Medicine, Hangzhou, China
| | - Zhiyuan Bo
- Department of Surgery, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325035, China
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Jingxian Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Wenzhou Medical University, Wenzhou, 325035, China
| | - Bo Chen
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325035, China
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Qing Su
- Department of Epidemiology and Biostatistics, School of Public Health, Wenzhou Medical University, Wenzhou, 325035, China
| | - Yiran Lian
- The Second Clinical School of Wenzhou Medical University, Wenzhou, China
| | - Yimo Guo
- Clinical Medicine, Renji College, Wenzhou Medical University, Wenzhou, China
| | - Jinhuan Yang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325035, China
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Chongming Zheng
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325035, China
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Juejin Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Wenzhou Medical University, Wenzhou, 325035, China
| | - Hao Zeng
- Department of Epidemiology and Biostatistics, School of Public Health, Wenzhou Medical University, Wenzhou, 325035, China
| | - Junxi Zhou
- Department of Epidemiology and Biostatistics, School of Public Health, Wenzhou Medical University, Wenzhou, 325035, China
| | - Yaqing Chen
- Department of Epidemiology and Biostatistics, School of Public Health, Wenzhou Medical University, Wenzhou, 325035, China
| | - Gang Chen
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325035, China.
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
- Hepatobiliary Pancreatic Tumor Bioengineering Cross International Joint Laboratory of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
- Zhejiang-Germany Interdisciplinary Joint Laboratory of Hepatobiliary-Pancreatic Tumor and Bioengineering, Wenzhou, Zhejiang, China.
| | - Yi Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Wenzhou Medical University, Wenzhou, 325035, China.
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26
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Qasem HH, El-Sayed WM. The bacterial microbiome and cancer: development, diagnosis, treatment, and future directions. Clin Exp Med 2024; 25:12. [PMID: 39607612 PMCID: PMC11604675 DOI: 10.1007/s10238-024-01523-9] [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: 06/14/2024] [Accepted: 11/11/2024] [Indexed: 11/29/2024]
Abstract
The term "microbiome" refers to the collection of bacterial species that reside in the human body's tissues. Sometimes, it is used to refer to all microbial entities (bacteria, viruses, fungi, and others) which colonize the human body. It is now generally acknowledged that the microbiome plays a critical role in the host's physiological processes and general well-being. Changes in the structure and/or function of the microbiome (dysbiosis) are linked to the development of many diseases including cancer. The claim that because of their negatively charged membrane, cancer cells are more vulnerable to some bacteria than normal cells and that is how the link between these bacteria and cancer evolved has been refuted. Furthermore, the relationship between the microbiome and cancer is more evident in the emerging field of cancer immunotherapy. In this narrative review, we detailed the correlation between the presence/absence of specific bacterial species and the development, diagnosis, prognosis, and treatment of some types of cancer including colorectal, lung, breast, and prostate cancer. In addition, we discussed the mechanisms of microbiome-cancer interactions including genotoxin production, the role of free radicals, modification of signaling pathways in host cells, immune modulation, and modulation of drug metabolism by microbiome. Future directions and clinical application of microbiome in the early detection, prognosis, and treatment of cancer emphasizing on the role of fecal transplantation, probiotics, prebiotics, and microbiome biomarkers were also considered.
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Affiliation(s)
- Hasnaa H Qasem
- Department of Zoology, Faculty of Science, Ain Shams University, Abbassia, Cairo, 11566, Egypt
| | - Wael M El-Sayed
- Department of Zoology, Faculty of Science, Ain Shams University, Abbassia, Cairo, 11566, Egypt.
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Li J, Zhai X, Chen C, Zhang R, Huang X, Liu Y. The intrahepatic bacterial metataxonomic signature of patients with hepatocellular carcinoma. Sci Rep 2024; 14:29077. [PMID: 39580523 PMCID: PMC11585554 DOI: 10.1038/s41598-024-80246-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 11/18/2024] [Indexed: 11/25/2024] Open
Abstract
Dysbiosis of the gut-liver axis increases the risk of bacterial and metabolite influx into the liver, which may contribute to the development of hepatocellular carcinoma (HCC). In this study, we compared the microbiomes in HCC tumors and adjacent tissues. We examined the HCC tumors and adjacent tissues from 19 patients diagnosed with HCC. We find that the liver tissues from HCC patients with capsule invasion presented higher alpha diversity at the genus level than those without. The bacterial compositions in liver tissues of HCC patients at stage II differed from those at stage I and Advanced, respectively. Metagenomic profiling revealed that order Actinomycetales was enriched in the HCC patients at advanced stages. Order Lactobacillales, family Veillonellaceae, genera Rhodobacter and Megasphaera are enriched in tumors of HCC patients, whereas genus Pseudochrobactrum is enriched in the adjacent tissues from HCC patients. An increased abundance of class Actinobacteria and order Actinomycetales is observed in the HCC patients with cirrhosis. In contrast, phylum Firmicutes, classes Clostridia and Betaproteobacteria, and order Clostridiales are enriched in those without cirrhosis. The presence of various types of bacterial 16S rRNAs in HCC tumors and adjacent tissues indicates the presence of various bacterial communities therein. Our study provides information about differentially abundant intrahepatic bacteria in patients with HCC. The differences found may support possible diagnostic and personalized therapeutic implications for HCC.
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Affiliation(s)
- Jie Li
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
| | - Xuanpei Zhai
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
- Shanghai Clinical Research and Trial Center, Shanghai, 201210, China
| | - Changzhou Chen
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Liver Cancer Institute, Fudan University, Shanghai, China
| | - Rong Zhang
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China.
| | - Xiaowu Huang
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Liver Cancer Institute, Fudan University, Shanghai, China.
- Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai, China.
| | - Yifan Liu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China.
- Shanghai Clinical Research and Trial Center, Shanghai, 201210, China.
- State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, 201210, China.
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Chen P, Yang C, Ren K, Xu M, Pan C, Ye X, Li L. Modulation of gut microbiota by probiotics to improve the efficacy of immunotherapy in hepatocellular carcinoma. Front Immunol 2024; 15:1504948. [PMID: 39650662 PMCID: PMC11621041 DOI: 10.3389/fimmu.2024.1504948] [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: 10/01/2024] [Accepted: 11/04/2024] [Indexed: 12/11/2024] Open
Abstract
Hepatocellular carcinoma, a common malignancy of the digestive system, typically progresses through a sequence of hepatitis, liver fibrosis, cirrhosis and ultimately, tumor. The interaction between gut microbiota, the portal venous system and the biliary tract, referred to as the gut-liver axis, is crucial in understanding the mechanisms that contribute to the progression of hepatocellular carcinoma. Mechanisms implicated include gut dysbiosis, alterations in microbial metabolites and increased intestinal barrier permeability. Imbalances in gut microbiota, or dysbiosis, contributes to hepatocellular carcinoma by producing carcinogenic substances, disrupting the balance of the immune system, altering metabolic processes, and increasing intestinal barrier permeability. Concurrently, accumulating evidence suggests that gut microbiota has the ability to modulate antitumor immune responses and affect the efficacy of cancer immunotherapies. As a new and effective strategy, immunotherapy offers significant potential for managing advanced stages of hepatocellular carcinoma, with immune checkpoint inhibitors achieving significant advancements in improving patients' survival. Probiotics play a vital role in promoting health and preventing diseases by modulating metabolic processes, inflammation and immune responses. Research indicates that they are instrumental in boosting antitumor immune responses through the modulation of gut microbiota. This review is to explore the relationship between gut microbiota and the emergence of hepatocellular carcinoma, assess the contributions of probiotics to immunotherapy and outline the latest research findings, providing a safer and more cost-effective potential strategy for the prevention and management of hepatocellular carcinoma.
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Affiliation(s)
- Ping Chen
- Key Laboratory of Artificial Organs and Computational Medicine of Zhejiang Province, Shulan (Hangzhou) Hospital, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
| | - Chengchen Yang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Ke Ren
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
| | - Mingzhi Xu
- Department of General Medicine, Zhejiang Cancer Hospital, Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang, China
| | - Chenwei Pan
- Department of Infectious Diseases, The Second Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Xuewei Ye
- Key Laboratory of Artificial Organs and Computational Medicine of Zhejiang Province, Shulan (Hangzhou) Hospital, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
- Key Laboratory of Pollution Exposure and Health Intervention of Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
| | - Lanjuan Li
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
- National Clinical Research Center for Infectious Diseases, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
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Jeyaraman N, Jeyaraman M, Mariappan T, Muthu S, Ramasubramanian S, Sharma S, Santos GS, da Fonseca LF, Lana JF. Insights of gut-liver axis in hepatic diseases: Mechanisms, clinical implications, and therapeutic potentials. World J Gastrointest Pharmacol Ther 2024; 15:98146. [PMID: 39534519 PMCID: PMC11551618 DOI: 10.4292/wjgpt.v15.i6.98146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 08/06/2024] [Accepted: 09/10/2024] [Indexed: 10/25/2024] Open
Abstract
With the rising prevalence of chronic liver diseases worldwide, there exists a need to diversify our artillery to incorporate a plethora of diagnostic and therapeutic methods to combat this disease. Currently, the most common causes of liver disease are non-alcoholic fatty liver disease, hepatitis, and alcoholic liver disease. Some of these chronic diseases have the potential to transform into hepatocellular carcinoma with advancing fibrosis. In this review, we analyse the relationship between the gut and liver and their significance in liver disease. This two-way relationship has interesting effects on each other in liver diseases. The gut microbiota, through its metabolites, influences the metabolism in numerous ways. Careful manipulation of its composition can lead to the discovery of numerous therapeutic potentials that can be applied in the treatment of various liver diseases. Numerous cohort studies with a pan-omics approach are required to understand the association between the gut microbiome and hepatic disease progression through which we can identify effective ways to deal with this issue.
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Affiliation(s)
- Naveen Jeyaraman
- Department of Orthopaedics, ACS Medical College and Hospital, Dr MGR Educational and Research Institute, Chennai 600077, Tamil Nadu, India
- Department of Research Methods, Orthopaedic Research Group, Coimbatore 641045, Tamil Nadu, India
| | - Madhan Jeyaraman
- Department of Orthopaedics, ACS Medical College and Hospital, Dr MGR Educational and Research Institute, Chennai 600077, Tamil Nadu, India
- Department of Research Methods, Orthopaedic Research Group, Coimbatore 641045, Tamil Nadu, India
- Department of Orthopaedics, Brazilian Institute of Regenerative Medicine, Indaiatuba 13334-170, São Paulo, Brazil
| | - Tejaswin Mariappan
- Department of Community Medicine, Government Stanley Medical College and Hospital, Chennai 600001, Tamil Nadu, India
| | - Sathish Muthu
- Department of Research Methods, Orthopaedic Research Group, Coimbatore 641045, Tamil Nadu, India
- Department of Orthopaedics, Government Medical College, Karur 639004, Tamil Nadu, India
- Department of Biotechnology, Faculty of Engineering, Karpagam Academy of Higher Education, Coimbatore 641021, Tamil Nadu, India
| | - Swaminathan Ramasubramanian
- Department of Orthopaedics, Government Medical College, Omandurar Government Estate, Chennai 600002, Tamil Nadu, India
| | - Shilpa Sharma
- Department of Paediatric Surgery, All India Institute of Medical Sciences, New Delhi 110029, India
| | - Gabriel Silva Santos
- Department of Orthopaedics, Brazilian Institute of Regenerative Medicine, Indaiatuba 13334-170, São Paulo, Brazil
| | - Lucas Furtado da Fonseca
- Department of Orthopaedics, Brazilian Institute of Regenerative Medicine, Indaiatuba 13334-170, São Paulo, Brazil
| | - José Fábio Lana
- Department of Orthopaedics, Brazilian Institute of Regenerative Medicine, Indaiatuba 13334-170, São Paulo, Brazil
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Yu J, Chen X, Yang X, Zhang B. Understanding gut dysbiosis for hepatocellular carcinoma diagnosis and treatment. Trends Endocrinol Metab 2024; 35:1006-1020. [PMID: 38969601 DOI: 10.1016/j.tem.2024.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 06/02/2024] [Accepted: 06/04/2024] [Indexed: 07/07/2024]
Abstract
The gut microbiome can play a crucial role in hepatocellular carcinoma (HCC) progression through the enterohepatic circulation, primarily acting via metabolic reprogramming and alterations in the hepatic immune microenvironment triggered by microbe-associated molecular patterns (MAMPs), metabolites, and fungi. In addition, the gut microbiome shows potential as a biomarker for early HCC diagnosis and for assessing the efficacy of immunotherapy in unresectable HCC. This review examines how gut microbiota dysbiosis, with varied functional profiles, contributes to HCCs of different etiologies. We discuss therapeutic strategies to modulate the gut microbiome including diets, antibiotics, probiotics, fecal microbiota transplantation, and nano-delivery systems, and underscore their potential as an adjunctive treatment modality for HCC.
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Affiliation(s)
- Jingjing Yu
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; National Engineering Research Center for Nanomedicine, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China; Hubei Key Laboratory of Hepato-Pancreatic-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Xiaoping Chen
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Hubei Key Laboratory of Hepato-Pancreatic-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Xiangliang Yang
- National Engineering Research Center for Nanomedicine, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China; Hubei Key Laboratory of Bioinorganic Chemistry and Materia Medica, Huazhong University of Science and Technology, Wuhan 430074, China
| | - Bixiang Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Hubei Key Laboratory of Hepato-Pancreatic-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China.
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Daniel N, Genua F, Jenab M, Mayén AL, Chrysovalantou Chatziioannou A, Keski-Rahkonen P, Hughes DJ. The role of the gut microbiome in the development of hepatobiliary cancers. Hepatology 2024; 80:1252-1269. [PMID: 37055022 PMCID: PMC11487028 DOI: 10.1097/hep.0000000000000406] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 03/31/2023] [Accepted: 04/03/2023] [Indexed: 04/15/2023]
Abstract
Hepatobiliary cancers, including hepatocellular carcinoma and cancers of the biliary tract, share high mortality and rising incidence rates. They may also share several risk factors related to unhealthy western-type dietary and lifestyle patterns as well as increasing body weights and rates of obesity. Recent data also suggest a role for the gut microbiome in the development of hepatobiliary cancer and other liver pathologies. The gut microbiome and the liver interact bidirectionally through the "gut-liver axis," which describes the interactive relationship between the gut, its microbiota, and the liver. Here, we review the gut-liver interactions within the context of hepatobiliary carcinogenesis by outlining the experimental and observational evidence for the roles of gut microbiome dysbiosis, reduced gut barrier function, and exposure to inflammatory compounds as well as metabolic dysfunction as contributors to hepatobiliary cancer development. We also outline the latest findings regarding the impact of dietary and lifestyle factors on liver pathologies as mediated by the gut microbiome. Finally, we highlight some emerging gut microbiome editing techniques currently being investigated in the context of hepatobiliary diseases. Although much work remains to be done in determining the relationships between the gut microbiome and hepatobiliary cancers, emerging mechanistic insights are informing treatments, such as potential microbiota manipulation strategies and guiding public health advice on dietary/lifestyle patterns for the prevention of these lethal tumors.
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Affiliation(s)
- Neil Daniel
- Cancer Biology and Therapeutics Laboratory, Conway Institute, School of Biomedical and Biomolecular Sciences, University College Dublin, Dublin, Ireland
| | - Flavia Genua
- Cancer Biology and Therapeutics Laboratory, Conway Institute, School of Biomedical and Biomolecular Sciences, University College Dublin, Dublin, Ireland
| | - Mazda Jenab
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Ana-Lucia Mayén
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | | | - Pekka Keski-Rahkonen
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - David J. Hughes
- Cancer Biology and Therapeutics Laboratory, Conway Institute, School of Biomedical and Biomolecular Sciences, University College Dublin, Dublin, Ireland
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Gulliver EL, Di Simone SK, Chonwerawong M, Forster SC. Unlocking the potential for microbiome-based therapeutics to address the sustainable development goal of good health and wellbeing. Microb Biotechnol 2024; 17:e70041. [PMID: 39487814 PMCID: PMC11531172 DOI: 10.1111/1751-7915.70041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Accepted: 10/17/2024] [Indexed: 11/04/2024] Open
Abstract
Recent years have witnessed major advances and an ever-growing list of healthcare applications for microbiome-based therapeutics. However, these advances have disproportionately targeted diseases common in high-income countries (HICs). Within low- to middle-income countries (LMIC), opportunities for microbiome-based therapeutics include sexual health epidemics, maternal health, early life mortality, malnutrition, vaccine response and infectious diseases. In this review we detail the advances that have been achieved in microbiome-based therapeutics for these areas of healthcare and identify where further work is required. Current efforts to characterise microbiomes from LMICs will aid in targeting and optimisation of therapeutics and preventative strategies specifically suited to the unmet needs within these populations. Once achieved, opportunities from disease treatment and improved treatment efficacy through to disease prevention and vector control can be effectively addressed using probiotics and live biotherapeutics. Together these strategies have the potential to increase individual health, overcome logistical challenges and reduce overall medical, individual, societal and economic costs.
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Affiliation(s)
- Emily L. Gulliver
- Centre for Innate Immunity and Infectious DiseasesHudson Institute of Medical ResearchClaytonVictoriaAustralia
- Department of Molecular and Translational ScienceMonash UniversityClaytonVictoriaAustralia
| | - Sara K. Di Simone
- Centre for Innate Immunity and Infectious DiseasesHudson Institute of Medical ResearchClaytonVictoriaAustralia
- Ritchie Centre, HudsonInstitute of Medical ResearchMelbourneVictoriaAustralia
- Department of PaediatricsMonash UniversityMelbourneVictoriaAustralia
| | - Michelle Chonwerawong
- Centre for Innate Immunity and Infectious DiseasesHudson Institute of Medical ResearchClaytonVictoriaAustralia
- Department of Molecular and Translational ScienceMonash UniversityClaytonVictoriaAustralia
| | - Samuel C. Forster
- Centre for Innate Immunity and Infectious DiseasesHudson Institute of Medical ResearchClaytonVictoriaAustralia
- Department of Molecular and Translational ScienceMonash UniversityClaytonVictoriaAustralia
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Chen W, Liang F, Zhang Y, Zhang Y, Lv J, Jin X, Ran Y, Li S, Sun W. Metagenome-based characterization of the gut bacteriome, mycobiome, and virome in patients with chronic hepatitis B-related liver fibrosis. Front Microbiol 2024; 15:1449090. [PMID: 39526142 PMCID: PMC11543496 DOI: 10.3389/fmicb.2024.1449090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 10/09/2024] [Indexed: 11/16/2024] Open
Abstract
Introduction The gut microbiota is believed to be directly involved in the etiology and development of chronic liver diseases. However, the holistic characterization of the gut bacteriome, mycobiome, and virome in patients with chronic hepatitis B-related liver fibrosis (CHB-LF) remains unclear. Methods In this study, we analyzed the multi-kingdom gut microbiome (i.e., bacteriome, mycobiome, and virome) of 25 CHB-LF patients and 28 healthy individuals through whole-metagenome shotgun sequencing of their stool samples. Results We found that the gut bacteriome, mycobiome, and virome of CHB-LF patients were fundamentally altered, characterized by a panel of 110 differentially abundant bacterial species, 16 differential fungal species, and 90 differential viruses. The representative CHB-LF-enriched bacteria included members of Blautia_A (e.g., B. wexlerae, B. massiliensis, and B. obeum), Dorea (e.g., D. longicatena and D. formicigenerans), Streptococcus, Erysipelatoclostridium, while some species of Bacteroides (e.g., B. finegoldii and B. thetaiotaomicron), Faecalibacterium (mainly F. prausnitzii), and Bacteroides_A (e.g., B. plebeius_A and B. coprophilus) were depleted in patients. Fungi such as Malassezia spp. (e.g., M. japonica and M. sympodialis), Candida spp. (e.g., C. parapsilosis), and Mucor circinelloides were more abundant in CHB-LF patients, while Mucor irregularis, Phialophora verrucosa, Hortaea werneckii, and Aspergillus fumigatus were decreases. The CHB-LF-enriched viruses contained 18 Siphoviridae, 12 Myoviridae, and 1 Podoviridae viruses, while the control-enriched viruses included 16 Siphoviridae, 9 Myoviridae, 2 Quimbyviridae, and 1 Podoviridae_crAss-like members. Moreover, we revealed that the CHB-LF-associated gut multi-kingdom signatures were tightly interconnected, suggesting that they may act together on the disease. Finally, we showed that the microbial signatures were effective in discriminating the patients from healthy controls, suggesting the potential of gut microbiota in the prediction of CHB-LF and related diseases. Discussion In conclusion, our findings delineated the fecal bacteriome, mycobiome, and virome landscapes of the CHB-LF microbiota and provided biomarkers that will aid in future mechanistic and clinical intervention studies.
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Affiliation(s)
- Wenlin Chen
- Department of Liver Diseases, Beijing University of Chinese Medicine Shenzhen Hospital (Longgang), Shenzhen, China
| | - Fang Liang
- Department of Liver Diseases, Beijing University of Chinese Medicine Shenzhen Hospital (Longgang), Shenzhen, China
| | - Yue Zhang
- Puensum Genetech Institute, Wuhan, China
| | - Yuncheng Zhang
- Department of Liver Diseases, Beijing University of Chinese Medicine Shenzhen Hospital (Longgang), Shenzhen, China
| | - Jinzhen Lv
- Department of Liver Diseases, Beijing University of Chinese Medicine Shenzhen Hospital (Longgang), Shenzhen, China
| | - Xiande Jin
- Department of Liver Diseases, Beijing University of Chinese Medicine Shenzhen Hospital (Longgang), Shenzhen, China
| | - Yun Ran
- Department of Liver Diseases, Beijing University of Chinese Medicine Shenzhen Hospital (Longgang), Shenzhen, China
| | | | - Wen Sun
- Centre for Translational Medicine, Shenzhen Bao’an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, China
- Key Laboratory of Health Cultivation of the Ministry of Education, Beijing Key Laboratory of Health Cultivation, School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
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Tong Y, Han F, Liu M, Xu T, Zhang A, Qin J, Zhang Y, Qian X. Characteristics of Gut Microbiome in the Murine Model of Pancreatic Cancer with Damp-Heat Syndrome. Biomedicines 2024; 12:2360. [PMID: 39457673 PMCID: PMC11504882 DOI: 10.3390/biomedicines12102360] [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: 09/25/2024] [Revised: 10/07/2024] [Accepted: 10/12/2024] [Indexed: 10/28/2024] Open
Abstract
PURPOSE Murine models of pancreatic cancer with damp-heat syndrome were established based on two methods to explore the differences in the composition of intestinal flora and to seek characteristic genera with potential for model evaluation. METHODS In our study, thirty-four C57BL/6J male mice were randomly divided into a control group (Con), a model group (Mod), a classic damp-heat syndrome group (CDHS), and a climate-chamber group (CC). CDHS and CC groups were fed with a high-fat diet and glucose water, while the CDHS group was given 2.4 g/kg alcohol by gavage for 10 days, and the CC group was placed in a climatic chamber with a set temperature of (32 ± 1) °C and humidity of (92 ± 2)% for 10 days. The Mod group, CDHS group, and CC group underwent tumor-building experiments on day 11. Tumorigenicity was then assessed twice a week. After 4 weeks, feces, colon tissue, and tumor tissue were taken from the mice and were tested, and the mice were euthanized afterwards. RESULTS Mice in the CDHS and CC groups showed symptoms similar to the clinical damp-heat syndrome observed in traditional Chinese medicine (TCM), and exhibited a worse general condition and more rapid tumor growth trend than those in the Mod group. The pathological examination indicated that inflammation was prevalent in the CDHS and CC groups. Both groups had a disrupted intestinal barrier and an overgrowth of pathogenic bacteria such as c_Gammaproteobacteria, o_Enterobacteriales, and g_Bacteroides. Their microbiota composition showed greater diversity. CONCLUSIONS Intestinal flora may have a promising future in the discovery of indicators for evaluating a model of damp-heat syndrome in pancreatic cancer.
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Affiliation(s)
- Yangbo Tong
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou 310053, China; (Y.T.); (M.L.); (T.X.)
| | - Fang Han
- Zhejiang Cancer Hospital, Hangzhou 310022, China; (F.H.); (A.Z.)
| | - Mengyao Liu
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou 310053, China; (Y.T.); (M.L.); (T.X.)
| | - Tianyu Xu
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou 310053, China; (Y.T.); (M.L.); (T.X.)
| | - Aiqin Zhang
- Zhejiang Cancer Hospital, Hangzhou 310022, China; (F.H.); (A.Z.)
| | - Jiangjiang Qin
- Hangzhou Institute of Medicine, Chinese Academy of Sciences, Hangzhou 310018, China;
| | - Yuhua Zhang
- Zhejiang Cancer Hospital, Hangzhou 310022, China; (F.H.); (A.Z.)
| | - Xiang Qian
- Zhejiang Cancer Hospital, Hangzhou 310022, China; (F.H.); (A.Z.)
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Liu M, Wen Y. Point-of-care testing for early-stage liver cancer diagnosis and personalized medicine: Biomarkers, current technologies and perspectives. Heliyon 2024; 10:e38444. [PMID: 39397977 PMCID: PMC11470528 DOI: 10.1016/j.heliyon.2024.e38444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 09/21/2024] [Accepted: 09/24/2024] [Indexed: 10/15/2024] Open
Abstract
Liver cancer is a highly prevalent and lethal form of cancer worldwide. In the absence of early diagnosis, treatment options for this disease are severely restricted. Recent advancements in genomics and bioinformatics have facilitated the discovery of a multitude of novel biomarkers that accurately depict an individual's disease diagnosis, progression, and treatment response. Leveraging these breakthroughs, personalized medicine employs an individual's biomarker profile to enable early detection of liver cancer and inform decisions regarding treatment selection, dosage determination, and prognosis assessment. The current lack of readily applicable, timely, and economically viable tools for biomarker analysis has hindered the incorporation of personalized medicine into regular clinical procedures. Over the past decade, significant advancements have been achieved in the field of molecular point-of-care testing (POCT) and amplification techniques, leading to substantial improvements in the diagnosis of liver cancer and the implementation of precision medicine. Instrument-free PCR technology or plasma PCR technology can shorten the complex procedure of in vitro detection of nucleic acid-based biomarkers. Also, compared to traditional ELISA, various nanomaterials modified with monoclonal antibodies to target proteins for recognition, capture, and detection have improved the efficiency of protein-based biomarker detection. These advances have reduced the time and cost of clinical detection of early-stage hepatocellular carcinoma and improved the efficiency of timely diagnosis and survival of suspected patients while reducing unnecessary testing costs and procedures. This review aims to provide a comprehensive overview of the current and emerging biomarkers employed in the early detection of liver cancer, as well as the advancements in point-of-care molecular testing technology and platforms. The primary objective is to assess their potential in facilitating the implementation of personalized medicine. This review ultimately revealed that the diagnosis of early-stage hepatocellular carcinoma not only requires sensitive biomarkers, but its various modifications and changes during the progression of cirrhosis to early-stage hepatocellular carcinoma will be a greater focus of our attention in the future. The rapid development of POCT has facilitated the opportunity to readily detect liver cancer in the general population in the future, and the integration of multi-pathway multiplexing and intelligent algorithms has improved the sensitivity and accuracy of early liver cancer biomarker detection. It is expected that the integration of point-of-care technology will be instrumental in the widespread adoption of personalized medicine in the foreseeable future.
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Affiliation(s)
- Mengxiang Liu
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, 211198, China
| | - Yanrong Wen
- Department of Nuclear Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, 210008, China
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Attia AM, Rezaee-Zavareh MS, Hwang SY, Kim N, Adetyan H, Yalda T, Chen PJ, Koltsova EK, Yang JD. Novel Biomarkers for Early Detection of Hepatocellular Carcinoma. Diagnostics (Basel) 2024; 14:2278. [PMID: 39451600 PMCID: PMC11507329 DOI: 10.3390/diagnostics14202278] [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: 08/31/2024] [Revised: 10/08/2024] [Accepted: 10/12/2024] [Indexed: 10/26/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is a leading cause of cancer mortality globally. Most patients present with late diagnosis, leading to poor prognosis. This narrative review explores novel biomarkers for early HCC detection. We conducted a comprehensive literature review analyzing protein, circulating nucleic acid, metabolite, and quantitative proteomics-based biomarkers, evaluating the advantages and limitations of each approach. While established markers like alpha-fetoprotein (AFP), des-gamma-carboxy prothrombin, and AFP-L3 remain relevant, promising candidates include circulating tumor DNA, microRNAs, long noncoding RNAs, extracellular vesicle, and metabolomic biomarkers. Multi-biomarker panels like the GALAD score, Oncoguard, and Helio liver test show promise for improved diagnostic accuracy. Non-invasive approaches like urine and gut microbiome analysis are also emerging possibilities. Integrating these novel biomarkers with current screening protocols holds significant potential for earlier HCC detection and improved patient outcomes. Future research should explore multi-biomarker panels, omics technologies, and artificial intelligence to further enhance early HCC diagnosis and management.
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Affiliation(s)
- Abdelrahman M. Attia
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (A.M.A.); (N.K.); (H.A.); (T.Y.)
| | | | - Soo Young Hwang
- Department of Internal Medicine, University of Maryland Medical Center, Midtown Campus, Baltimore, MD 21201, USA;
| | - Naomy Kim
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (A.M.A.); (N.K.); (H.A.); (T.Y.)
| | - Hasmik Adetyan
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (A.M.A.); (N.K.); (H.A.); (T.Y.)
| | - Tamar Yalda
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (A.M.A.); (N.K.); (H.A.); (T.Y.)
| | - Pin-Jung Chen
- Department of Hematology and Oncology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA;
| | - Ekaterina K. Koltsova
- Cedars-Sinai Cancer, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA;
| | - Ju Dong Yang
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (A.M.A.); (N.K.); (H.A.); (T.Y.)
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
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Kumar AR, Nair B, Kamath AJ, Nath LR, Calina D, Sharifi-Rad J. Impact of gut microbiota on metabolic dysfunction-associated steatohepatitis and hepatocellular carcinoma: pathways, diagnostic opportunities and therapeutic advances. Eur J Med Res 2024; 29:485. [PMID: 39367507 PMCID: PMC11453073 DOI: 10.1186/s40001-024-02072-3] [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: 05/13/2024] [Accepted: 09/22/2024] [Indexed: 10/06/2024] Open
Abstract
Metabolic dysfunction-associated steatohepatitis (MASH) and progression to hepatocellular carcinoma (HCC) exhibits distinct molecular and immune characteristics. These traits are influenced by multiple factors, including the gut microbiome, which interacts with the liver through the "gut-liver axis". This bidirectional relationship between the gut and its microbiota and the liver plays a key role in driving various liver diseases, with microbial metabolites and immune responses being central to these processes. Our review consolidates the latest research on how gut microbiota contributes to MASH development and its progression to HCC, emphasizing new diagnostic and therapeutic possibilities. We performed a comprehensive literature review across PubMed/MedLine, Scopus, and Web of Science from January 2000 to August 2024, focusing on both preclinical and clinical studies that investigate the gut microbiota's roles in MASH and HCC. This includes research on pathogenesis, as well as diagnostic and therapeutic advancements related to the gut microbiota. This evidence emphasizes the critical role of the gut microbiome in the pathogenesis of MASH and HCC, highlighting the need for further clinical studies and trials. This is to refine diagnostic techniques and develop targeted therapies that exploit the microbiome's capabilities, aiming to enhance patient care in liver diseases.
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Affiliation(s)
- Ayana R Kumar
- Department of Pharmacognosy, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Science Campus, Ponekkara P. O., Kochi, Kerala, 682041, India
- Department of Pharmacology, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Science Campus, Ponekkara P. O., Kochi, Kerala, 682041, India
| | - Bhagyalakshmi Nair
- Department of Pharmacognosy, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Science Campus, Ponekkara P. O., Kochi, Kerala, 682041, India
- Department of Pharmacology, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Science Campus, Ponekkara P. O., Kochi, Kerala, 682041, India
| | - Adithya Jayaprakash Kamath
- Department of Pharmacognosy, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Science Campus, Ponekkara P. O., Kochi, Kerala, 682041, India
- Department of Pharmaceutics, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health. Science Campus, Ponekkara P. O., Kochi, Kerala, 682041, India
| | - Lekshmi R Nath
- Department of Pharmacognosy, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Science Campus, Ponekkara P. O., Kochi, Kerala, 682041, India.
| | - Daniela Calina
- Department of Clinical Pharmacy, University of Medicine and Pharmacy of Craiova, 200349, Craiova, Romania.
| | - Javad Sharifi-Rad
- Universidad Espíritu Santo, Samborondón, 092301, Ecuador.
- Centro de Estudios Tecnológicos y Universitarios del Golfo, Veracruz, Mexico.
- Department of Medicine, College of Medicine, Korea University, Seoul, 02841, Republic of Korea.
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Dolapchiev LI, Gonzales KA, Cruz LR, Gagea M, Stevenson HL, Kwan SY, Beretta L. Gut Microbiome and Hepatic Transcriptomic Determinants of HCC Development in Mice with Metabolic Dysfunction-Associated Steatohepatitis. J Hepatocell Carcinoma 2024; 11:1891-1905. [PMID: 39372712 PMCID: PMC11456366 DOI: 10.2147/jhc.s485532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Accepted: 09/18/2024] [Indexed: 10/08/2024] Open
Abstract
Purpose Hepatocellular carcinoma (HCC) related to metabolic dysfunction-associated steatotic liver disease (MASLD) is often diagnosed at a late stage, and its incidence is increasing. Predictive biomarkers are therefore needed to identify individuals at high risk of HCC. We aimed to characterize the gut microbiome and hepatic transcriptome associated with HCC development in female mice with hepatocyte-deletion of Pten (HepPten -). These mice present with large variations in HCC development, making them a powerful model for biomarker discovery. Methods & Results Sequencing of stool 16S and hepatic RNA was performed on a first set of mice. Among all liver histology parameters measured, the strongest association with microbiome composition changes was with the number of tumors detected at necropsy, followed by inflammation. The gut microbiome of mice with more than 2 tumors was enriched with Lachnospiraceae UCG and depleted of Palleniella intestinalis and Odoribacter. In contrast, hepatic transcriptomic changes were most strongly associated with tumor burden, followed by liver fibrosis. The 840 differentially expressed genes correlating with tumor burden were enriched in leukocyte extravasation and interleukin 10 receptor A (IL10RA) pathways. In addition, the abundance of Spp1-high epithelial cells is correlated with tumor burden. Association between tumor number and depletion of Palleniella intestinalis, and between tumor burden and circulating levels of C-X-C motif chemokine ligand 13 (CXCL13) and stem cell factor (SCF), was further validated in an independent set of mice. Conclusion We identified microbiome components contributing to liver carcinogenesis by inducing inflammation, and changes in hepatic gene expression and hepatic cells distribution that contribute to tumor growth. Such information can be highly valuable for the development of new prevention strategies as well as of new biomarkers for risk modeling in HCC.
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Affiliation(s)
- Lillian I Dolapchiev
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Kristyn A Gonzales
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Lorenzo R Cruz
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Mihai Gagea
- Department of Veterinary Medicine & Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Heather L Stevenson
- Department of Pathology, The University of Texas Medical Branch, Galveston, Texas, USA
| | - Suet-Ying Kwan
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Laura Beretta
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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Xin Y, Peng G, Song W, Zhou X, Huang X, Cao X. Gut microbiota as a prognostic biomarker for unresectable hepatocellular carcinoma treated with anti-PD-1 therapy. Front Genet 2024; 15:1366131. [PMID: 39421302 PMCID: PMC11484251 DOI: 10.3389/fgene.2024.1366131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 09/18/2024] [Indexed: 10/19/2024] Open
Abstract
Objective To investigate the relationship between the gut microbiome and the response to anti-PD-1-based combination therapy in unresectable hepatocellular carcinoma (HCC). We aimed to identify potential non-invasive biomarkers and new strategies to modulate immunotherapy in HCC. Methods In this study, fresh stool samples and clinical data were collected from unresectable HCC patients treated with anti-PD-1-based combination therapy at the Cancer Hospital of the Chinese Academy of Medical Sciences between January 2020 and December 2021. The patients were divided into two groups based on their response to treatment: the treatment responder group (R group) and the treatment non-responder group (NR group). The composition and diversity of the gut microbiome were bioinformatically analyzed by using the Whole Genome Shotgun strategy, including taxonomic composition analysis, Alpha diversity analysis, Beta diversity analysis, and differentially enriched bacterial taxa analysis. Differentially enriched bacterial taxa between R and NR groups were identified based on the magnitude of the linear discriminant analysis effect size (LEfSe) and analyzed for their impact on the survival of the patient. Results A total of 45 eligible patients with unresectable HCC treated with anti-PD-1-based combination therapy participated in this study. The gut microbiological composition and Alpha diversity of patients were not statistically different, but there was a statistically significant difference in Beta diversity between the R and NR groups. (PERMANOVA tests, P = 0.006). We further identified 56 enriched bacterial taxa in the R group and 44 enriched bacterial taxa in the NR group based on the LEfSe analysis (LDA >2.66, P< 0.05). Patients with a high abundance of Collinsella genus, Ruminococcus_AM4211, and Ruminococcus_AF25_28AC had a longer median PFS and median OS compared to those with low abundance (P < 0.05). On the contrary, the median PFS and OS of patients with a high abundance of Bacteroides_AF20_13LB and Veillonella_atypica were significantly shorter than those of patients with low abundance (P < 0.05). The multivariate analysis showed that the abundance of Bacteroides_AF20_13LB and Ruminococcus_ AF25_28AC was independent related factors for PFS, and the abundance of Bacteroides_AF20_13LB was an independent related factor of OS. Conclusion The enrichment of specific gut microbiota affected clinical efficacy and survival benefits in HCC treated with anti-PD-1 therapy and may be a promising non-invasive gut microbial biomarker and a new strategy for modulating immunotherapy in HCC.
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Affiliation(s)
- Yujing Xin
- Department of Minimally Invasive Comprehensive Treatment of Cancer, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Gang Peng
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wei Song
- Department of Minimally Invasive Comprehensive Treatment of Cancer, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Xiang Zhou
- Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiaoyu Huang
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiaojing Cao
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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Guo Z, Lei Y, Wang Q. Chinese expert consensus on standard technical specifications for a gut microecomics laboratory (Review). Exp Ther Med 2024; 28:403. [PMID: 39234587 PMCID: PMC11372251 DOI: 10.3892/etm.2024.12692] [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: 03/21/2024] [Accepted: 07/11/2024] [Indexed: 09/06/2024] Open
Abstract
The intestinal microbiota is a complex ecosystem that not only affects various physiological functions, such as metabolism, inflammation and the immune response, but also has an important effect on the development of tumors and response to treatment. The detection of intestinal flora enables the timely identification of disease-related flora abnormalities, which has significant implications for both disease prevention and treatment. In the field of basic and clinical research targeting gut microbiome, there is a need to recognize and understand the laboratory assays for gut microbiomics. Currently, there is no unified standard for the experimental procedure, quality management and report interpretation of intestinal microbiome assay technology. In order to clarify the process, the Tumor and Microecology Committee of China Anti-Cancer Association and the Tumor and Microecology Committee of Hubei Provincial Immunology Society organized relevant experts to discuss and put forward the standard technical specifications for gut microecomics laboratories, which provides a basis for further in-depth research in the field of intestinal microecomics.
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Affiliation(s)
- Zhi Guo
- Department of Hematology, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen, Guangdong 518052, P.R. China
- Institute of Infection, Immunology and Tumor Microenvironment, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, Medical College, Wuhan University of Science and Technology, Wuhan, Hubei 430065, P.R. China
| | - Yumeng Lei
- Institute of Infection, Immunology and Tumor Microenvironment, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, Medical College, Wuhan University of Science and Technology, Wuhan, Hubei 430065, P.R. China
| | - Qiang Wang
- Institute of Infection, Immunology and Tumor Microenvironment, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, Medical College, Wuhan University of Science and Technology, Wuhan, Hubei 430065, P.R. China
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Luo K, Zeng W, Li Q, Zhang Y, Liu S, Liu X, Liu S. Causal effects of specific gut microbiota on spinal stenosis diseases: a two-sample mendelian randomization study. Front Genet 2024; 15:1400847. [PMID: 39399222 PMCID: PMC11467959 DOI: 10.3389/fgene.2024.1400847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Accepted: 09/16/2024] [Indexed: 10/15/2024] Open
Abstract
Background Although recent observational studies and clinical trials have indicated a strong association between the gut microbiota and spinal stenosis diseases, the causal relationship between them remains unclear. Methods Based on large-scale genome-wide association studies, we employed two-sample Mendelian randomization (MR) to analyse the causal relationships between the gut microbiota (GM) and 3 spinal stenosis diseases: adolescent idiopathic scoliosis (AIS), lumbar spondylolisthesis (LS), and spinal stenosis (SS). MR analysis was performed using the inverse variance weighting (IVW) method as the primary approach, supplemented by MR‒Egger regression, weighted median, and weighted mode analyses. MR-PRESSO and MR‒Egger regression were employed to assess horizontal pleiotropy. Cochran's Q test was used to evaluate heterogeneity. Further leave-one-out sensitivity analysis was conducted to ascertain the reliability of the causal relationships. Results The IVW method identified 9 gut microbiota taxa (9 genera) that were causally related to AIS, 14 taxa (4 phyla, 2 classes, 2 orders, 1 family, and 5 genera) to LS, and 4 taxa (2 classes, 1 order, and 1 genus) to SS. The Cochrane Q test results did not indicate heterogeneity. Moreover, both the MR‒Egger intercept test and the MR-PRESSO global test demonstrated that our findings were robust against potential horizontal pleiotropy. Furthermore, leave-one-out analysis provided additional evidence supporting the reliability of our identified causal relationships. Conclusion Our findings have substantiated the potential causal impact of specific GM taxa on AIS, LS, and SS, thereby offering novel insights into the mechanisms mediated by the gut microbiota in these three diseases and laying the foundation for targeted preventive measures in further research.
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Affiliation(s)
- Kaihang Luo
- Department of Spinal Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Weizheng Zeng
- Department of Spinal Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Qiushuang Li
- Department of Spinal Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yuliang Zhang
- Department of Obstetrics and Gynecology, Guangdong Provincial Key Laboratory of Major Obstetric Diseases, Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, Guangdong-Hong Kong-Macao Greater Bay Area Higher Education Joint Laboratory of Maternal-Fetal Medicine, Guangzhou, China
| | - Shengkai Liu
- Department of Spinal Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xizhe Liu
- Department of Spinal Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Shaoyu Liu
- Department of Spinal Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
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Galasso L, Cerrito L, Termite F, Mignini I, Esposto G, Borriello R, Ainora ME, Gasbarrini A, Zocco MA. The Molecular Mechanisms of Portal Vein Thrombosis in Hepatocellular Carcinoma. Cancers (Basel) 2024; 16:3247. [PMID: 39409869 PMCID: PMC11482560 DOI: 10.3390/cancers16193247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2024] [Revised: 09/21/2024] [Accepted: 09/22/2024] [Indexed: 10/19/2024] Open
Abstract
Hepatocellular carcinoma (HCC) represents the sixth most diagnosed cancer worldwide and is the second leading cause of cancer-related death in the world. The association of HCC and portal vein thrombosis (PVT) represents an advanced stage of the tumor. PVT has a prevalence of about 25-50% in HCC, determining poor prognosis and a remarkable reduction in therapeutic perspectives in these patients, leading to severe complications such as ascites, metastasis, an increase in portal hypertension and potentially fatal gastrointestinal bleeding. The aim of this review is to evaluate the molecular mechanisms that are at the basis of PVT development, trying to evaluate possible strategies in the early detection of patients at high risk of PVT.
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Affiliation(s)
- Linda Galasso
- Department of Internal Medicine and Gastroenterology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy; (L.G.); (M.E.A.)
- CEMAD Digestive Disease Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy
| | - Lucia Cerrito
- Department of Internal Medicine and Gastroenterology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy; (L.G.); (M.E.A.)
- CEMAD Digestive Disease Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy
| | - Fabrizio Termite
- Department of Internal Medicine and Gastroenterology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy; (L.G.); (M.E.A.)
| | - Irene Mignini
- Department of Internal Medicine and Gastroenterology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy; (L.G.); (M.E.A.)
- CEMAD Digestive Disease Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy
| | - Giorgio Esposto
- Department of Internal Medicine and Gastroenterology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy; (L.G.); (M.E.A.)
- CEMAD Digestive Disease Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy
| | - Raffaele Borriello
- Department of Internal Medicine and Gastroenterology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy; (L.G.); (M.E.A.)
- CEMAD Digestive Disease Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy
| | - Maria Elena Ainora
- Department of Internal Medicine and Gastroenterology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy; (L.G.); (M.E.A.)
- CEMAD Digestive Disease Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy
| | - Antonio Gasbarrini
- Department of Internal Medicine and Gastroenterology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy; (L.G.); (M.E.A.)
- CEMAD Digestive Disease Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy
| | - Maria Assunta Zocco
- Department of Internal Medicine and Gastroenterology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy; (L.G.); (M.E.A.)
- CEMAD Digestive Disease Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Rome, 00168 Rome, Italy
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Long J, Saw M, Zhang P, Wang L, Li L, Ren H, Liu C, Ma Z, Zhang J, Wang B. Role of tenofovir dipivoxil in gut microbiota recovery from HBV-infection induced dysbiosis. BMC Microbiol 2024; 24:359. [PMID: 39304810 DOI: 10.1186/s12866-024-03457-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 08/06/2024] [Indexed: 09/22/2024] Open
Abstract
BACKGROUND Studies have found dysbiosis of the gut microbiota in individuals infected with the hepatitis B virus (HBV). Tenofovir dipivoxil (TDF) is one of the preferred oral antiviral drugs used for the treatment of chronic hepatitis B (CHB), but the extent to which TDF is able to affect the gut microbiota and inflammatory factors of a patient remains largely unexplored. In this study, we collected stool samples from HBV patients prior to medication and from CHB patients treated with TDF. RESULTS The gut microbiota and inflammatory factors were assessed in 42 healthy subjects (HC group), 109 HBV-infected subjects, including 48 CHB patients who were not medicated with nucleoside analogue drugs (No-NAs group), and 61 CHB patients who were medicated with TDF (TDF group). 16 S rRNA sequencing revealed that TDF treatment caused significant changes in the gut microbiota of HBV-infected individuals; however, the gut microbiota of HBV-infected individuals did not fully recover to a pre-dysbiosis state. The relative abundance of Bacteroidota gradually decreased from the HC group to the No-NAs and TDF groups. The relative abundance of Fusobacteriota was significantly higher in the No-NAs group than in the HC group. At the genus level, Dialister, Eubacterium_hallii_group, Halomonas, Collinsella, Sphingomonas, Xanthomonadaceae_unclassified, and Rhizobiaceae_unclassified were overrepresented; while the abundance of Bacteroides and Fusobacterium decreased significantly in the No-NAs and TDF groups. CONCLUSIONS This study showed that TDF treatment significantly improved the regulation of the gut microbiota and aided in dysbiosis recovery. We did not observe significant improvement in serum inflammatory factor concentrations, which may be related to the relatively short duration of TDF administration in this study.
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Affiliation(s)
- Jianfei Long
- Department of Pharmacy, Huashan Hospital, Fudan University, Shanghai, China
| | - Maximilian Saw
- Department of Pharmacy, Huashan Hospital, Fudan University, Shanghai, China.
| | - Pan Zhang
- Department of Nephrology, Zhongshan Hospital, Fudan University, Shanghai, China.
| | - Li Wang
- Department of Pharmacy, Huashan Hospital, Fudan University, Shanghai, China
| | - Ling Li
- Department of Pharmacy, Jing'an District Central Hospital, Fudan University, Shanghai, China
| | - Hongyan Ren
- Shanghai Mobio Biomedical Technology Co., Shanghai, China
| | - Chao Liu
- Shanghai Mobio Biomedical Technology Co., Shanghai, China
| | - Zhenxuan Ma
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
| | - Jiming Zhang
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China.
- Department of Infectious Diseases, Jing'An Branch of Huashan Hospital, Fudan University, Shanghai, China.
| | - Bin Wang
- Department of Pharmacy, Huashan Hospital, Fudan University, Shanghai, China.
- Department of Pharmacy, Jing'an District Central Hospital, Fudan University, Shanghai, China.
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Deng L, Guo X, Chen J, Li B, Liu N, Xia J, Ou M, Hong Z. Effect of intestinal microbiota transplantation on chronic hepatitis B virus infection associated liver disease. Front Microbiol 2024; 15:1458754. [PMID: 39323880 PMCID: PMC11422146 DOI: 10.3389/fmicb.2024.1458754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 08/20/2024] [Indexed: 09/27/2024] Open
Abstract
Background Research on the effects of intestinal microbiota transplantation (IMT) on chronic HBV infection (CHB) progression associated liver disease (HBV-CLD) and alterations in the microbiota post-IMT are quite limited for the moment. Methods By integrating microbiome with metabolome analyses, we aimed to the function of IMT and the alterations of gut microbiota in patients with HBV-CLD. First, this study included 20 patients with HBV-CLD and ten healthy controls. Then, 16 patients with CHB were given IMT with donor feces (heterologous) via oral capsule. Fecal samples from CHB patients were obtained before and after IMT, as well as healthy controls, for 16S rDNA sequencing and untargeted metabolomics analysis. Results The proalbuminemia were significantly increased after IMT, and the HBsAg and TBA showed a significant decrease after IMT in the HBV-CLD patients. There was statistical difference in the Chaol indexes between between CHB patients and healthy controls, suggesting a lower abundance of the gut microbiota in HBV-CLD patients. In addition, there was statistical difference in the Shannon and Simpson indexes between prior to IMT and post-IMT, indicating that the impaired abundance of the gut microbiota had been improved after IMT. The host-microbiota-metabolite interplay, amino acid metabolism, nicotinate and nicotinamide metabolism, starch and sucrose metabolism, steroid biosynthesis, and vitamins metabolism, were significantly lower in HBV-CLD patients than healthy controls. Conclusion IMT may improve the therapeutic effects on patients HBV-CLD. Furthermore, IMT appears to improve amino acid metabolism by impaired abundance of the gut microbiota and therefore improve liver prealbumin synthesis.
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Affiliation(s)
| | | | | | | | | | | | - Mengdang Ou
- Department of Infectious Diseases, the Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, China
| | - Zhongsi Hong
- Department of Infectious Diseases, the Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, China
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Réthi-Nagy Z, Juhász S. Microbiome's Universe: Impact on health, disease and cancer treatment. J Biotechnol 2024; 392:161-179. [PMID: 39009231 DOI: 10.1016/j.jbiotec.2024.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 05/27/2024] [Accepted: 07/07/2024] [Indexed: 07/17/2024]
Abstract
The human microbiome is a diverse ecosystem of microorganisms that reside in the body and influence various aspects of health and well-being. Recent advances in sequencing technology have brought to light microbial communities in organs and tissues that were previously considered sterile. The gut microbiota plays an important role in host physiology, including metabolic functions and immune modulation. Disruptions in the balance of the microbiome, known as dysbiosis, have been linked to diseases such as cancer, inflammatory bowel disease and metabolic disorders. In addition, the administration of antibiotics can lead to dysbiosis by disrupting the structure and function of the gut microbial community. Targeting strategies are the key to rebalancing the microbiome and fighting disease, including cancer, through interventions such as probiotics, fecal microbiota transplantation (FMT), and bacteria-based therapies. Future research must focus on understanding the complex interactions between diet, the microbiome and cancer in order to optimize personalized interventions. Multidisciplinary collaborations are essential if we are going to translate microbiome research into clinical practice. This will revolutionize approaches to cancer prevention and treatment.
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Affiliation(s)
- Zsuzsánna Réthi-Nagy
- Hungarian Centre of Excellence for Molecular Medicine, Cancer Microbiome Core Group, Budapesti út 9, Szeged H-6728, Hungary
| | - Szilvia Juhász
- Hungarian Centre of Excellence for Molecular Medicine, Cancer Microbiome Core Group, Budapesti út 9, Szeged H-6728, Hungary.
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Cao C, Yue S, Lu A, Liang C. Host-Gut Microbiota Metabolic Interactions and Their Role in Precision Diagnosis and Treatment of Gastrointestinal Cancers. Pharmacol Res 2024; 207:107321. [PMID: 39038631 DOI: 10.1016/j.phrs.2024.107321] [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: 02/24/2024] [Revised: 06/30/2024] [Accepted: 07/17/2024] [Indexed: 07/24/2024]
Abstract
The critical role of the gut microbiome in gastrointestinal cancers is becoming increasingly clear. Imbalances in the gut microbial community, referred to as dysbiosis, are linked to increased risks for various forms of gastrointestinal cancers. Pathogens like Fusobacterium and Helicobacter pylori relate to the onset of esophageal and gastric cancers, respectively, while microbes such as Porphyromonas gingivalis and Clostridium species have been associated with a higher risk of pancreatic cancer. In colorectal cancer, bacteria such as Fusobacterium nucleatum are known to stimulate the growth of tumor cells and trigger cancer-promoting pathways. On the other hand, beneficial microbes like Bifidobacteria offer a protective effect, potentially inhibiting the development of gastrointestinal cancers. The potential for therapeutic interventions that manipulate the gut microbiome is substantial, including strategies to engineer anti-tumor metabolites and employ microbiota-based treatments. Despite the progress in understanding the influence of the microbiome on gastrointestinal cancers, significant challenges remain in identifying and understanding the precise contributions of specific microbial species and their metabolic products. This knowledge is essential for leveraging the role of the gut microbiome in the development of precise diagnostics and targeted therapies for gastrointestinal cancers.
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Affiliation(s)
- Chunhao Cao
- Department of Systems Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen 518055, China; Institute of Integrated Bioinfomedicine and Translational Science (IBTS), School of Chinese Medicine, Hong Kong Baptist University, 999077, Hong Kong Special Administrative Region of China
| | - Siran Yue
- Department of Systems Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen 518055, China; Institute of Integrated Bioinfomedicine and Translational Science (IBTS), School of Chinese Medicine, Hong Kong Baptist University, 999077, Hong Kong Special Administrative Region of China
| | - Aiping Lu
- Institute of Integrated Bioinfomedicine and Translational Science (IBTS), School of Chinese Medicine, Hong Kong Baptist University, 999077, Hong Kong Special Administrative Region of China; Guangdong-Hong Kong-Macau Joint Lab on Chinese Medicine and Immune Disease Research, Guangzhou 510006, China; Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China.
| | - Chao Liang
- Department of Systems Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen 518055, China; Institute of Integrated Bioinfomedicine and Translational Science (IBTS), School of Chinese Medicine, Hong Kong Baptist University, 999077, Hong Kong Special Administrative Region of China; State Key Laboratory of Proteomics, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing 100850, China.
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Zhang LJ, Huang WQ, Zhang Y, Zhou YL, Xu HM, Zhao C, Nie YQ. Exploring the diagnostic potential of immunoglobulin A-microbiota interplay in liver cirrhosis and spontaneous bacterial peritonitis. Kaohsiung J Med Sci 2024; 40:837-851. [PMID: 39023189 DOI: 10.1002/kjm2.12876] [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: 05/10/2024] [Revised: 06/19/2024] [Accepted: 06/20/2024] [Indexed: 07/20/2024] Open
Abstract
The human gut microbiota significantly impacts health, including liver conditions like liver cirrhosis (LC) and spontaneous bacterial peritonitis (SBP). Immunoglobulin A (IgA) plays a central role in maintaining gut microbial balance. Understanding IgA's interplay with gut microbiota and liver health is crucial. This study explores the relationship between fecal IgA levels, gut microbiota, and liver injury severity. A total of 69 LC patients and 30 healthy controls were studied. Fecal IgA levels were measured using ELISA, and IgA-coated bacteria were quantified via flow cytometry. Microbiota diversity and composition were assessed through 16S rRNA sequencing. Liver injury severity was graded using the Child-Pugh score. Statistical analyses determined correlations. LC patients had higher fecal IgA levels than controls, correlating positively with liver injury severity. Microbiota diversity decreased with severity, accompanied by shifts in composition favoring pro-inflammatory species. Ralstonia abundance positively correlated with liver injury, whereas Faecalibacterium showed a negative correlation. Specific microbial markers for SBP were identified. Functional profiling revealed altered microbial functionalities in LC and SBP. Elevated fecal IgA levels, coupled with microbiota alterations, correlate with liver injury severity in LC patients. Modulating gut microbiota could be a promising strategy for managing liver-related conditions. Further research is needed to understand underlying mechanisms and translate findings into clinical practice, potentially improving patient outcomes.
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Affiliation(s)
- Liang-Jie Zhang
- The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou, China
- Departments of Infectious Disease, The First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Wen-Qi Huang
- Department of Gastroenterology, the Second Affiliated Hospital, School of Medical, South China University of Technology, Guangzhou, Guangdong, China
| | - Yuan Zhang
- Department of Gastroenterology, The Second Affiliated Hospital, School of Medicine and Institute of Gastroenterology, Zhejiang University, Hangzhou, China
| | - You-Lian Zhou
- Department of Gastroenterology, Guangzhou Digestive Disease Center, Guangzhou First People's Hospital, Guangzhou, China
| | - Hao-Ming Xu
- Department of Gastroenterology, Guangzhou Digestive Disease Center, Guangzhou First People's Hospital, Guangzhou, China
| | - Chong Zhao
- Department of Gastroenterology, Guangzhou Digestive Disease Center, Guangzhou First People's Hospital, Guangzhou, China
| | - Yu-Qiang Nie
- The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou, China
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Zhang L, Li D, Zhang Y, Hu W, Lv H, Zhang X, Zhang H. Changes in the gut microbiota of esophageal carcinoma patients based on 16S rRNA gene sequencing: a systematic review and meta-analysis. Front Oncol 2024; 14:1366975. [PMID: 39267834 PMCID: PMC11390416 DOI: 10.3389/fonc.2024.1366975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 07/16/2024] [Indexed: 09/15/2024] Open
Abstract
Background This study conducts a systematic review through meta-analysis, comparing the composition and diversity of the gut microbiome in patients with esophageal cancer and healthy individuals, and explores the relationship between risk factors and related factors of esophageal cancer. Methods According to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA), we comprehensively searched the databases of PubMed, Web of Science, Embase, Cochrane Library. In addition, we applied the R programming language version 4.0.3 and Stata 15.1 software for data analysis. We also implemented the Newcastle-Ottawa Scale (NOS), funnel plot analysis, Egger's test, and Begg's test to assess the risk of bias. Results In this study, a total of 328 studies were identified through the literature search. Among them, 117 duplicate studies were removed, and 202 studies were excluded based on inclusion and exclusion criteria. Finally, 9 studies were included in the analysis, involving a total of 216 patients with esophageal carcinoma and 352 healthy controls. Four studies provided Chao1 index for quantitative consolidation (ES = 637.41, 95% CI: 549.16 to 725.66, p = 0.000, I2 = 98.2%). Two studies [27, 29] reported ACE index (ES = 438.89, 95% CI: 362.42 to 515.35, p = 0.000, I2 = 97%). Seven studies [26,27,29,30,32] reported the Shannon index for quantitative consolidation (ES = 4.38, 95% CI: 3.95 to 4.81, p = 0.000, I2 = 99%). At the phylum level, the abundance of Bacteroidetes(ES = 37.8, 95% CI: 25.75 to 49.85, p = 0.000, I2 = 87.2%) and Proteobacteria(ES = 7.48, 95% CI: 5.02 to 8.85, p = 0.04, I2 = 2.4%) have statistical difference between ESCC and HC. There was no significant difference between ESCC and HC in the abundance of genera(p>0.05). Conclusions This observational meta-analysis revealed that changes in the GM were correlated with esophageal carcinoma, and variations in some advantageous GM might involve regional differences. Additionally, the study aims to facilitate early diagnosis of esophageal cancer and improve screening and diagnostic efficiency.
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Affiliation(s)
- Li Zhang
- Department of Pharmacology, Jinan Central Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Delin Li
- Department of Medical Equipment, Jinan Mental Health Center, Jinan, China
| | - Yongsheng Zhang
- Department of Health Management, The First Affiliated Hospital of Shandong First Medical University, Jinan, China
| | - Wenqi Hu
- Department of Health Management, The First Affiliated Hospital of Shandong First Medical University, Jinan, China
| | - Haoyue Lv
- Department of Health Management, The First Affiliated Hospital of Shandong First Medical University, Jinan, China
| | - Xiaodong Zhang
- Postgraduate Department, Shandong First Medical University (Shandong Academy of Medical Sciences), Jinan, China
| | - Hongyu Zhang
- Department of Health Management, The First Affiliated Hospital of Shandong First Medical University, Jinan, China
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49
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Xing XW, Huang X, Li WP, Wang MK, Yang JS. Clinical application value of long non-coding RNAs signatures of genomic instability in predicting prognosis of hepatocellular carcinoma. World J Gastrointest Surg 2024; 16:2386-2392. [PMID: 39220063 PMCID: PMC11362949 DOI: 10.4240/wjgs.v16.i8.2386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 05/16/2024] [Accepted: 06/05/2024] [Indexed: 08/16/2024] Open
Abstract
Hepatocellular carcinoma (HCC) presents challenges due to its high recurrence and metastasis rates and poor prognosis. While current clinical diagnostic and prognostic indicators exist, their accuracy remains imperfect due to their biological complexity. Therefore, there is a quest to identify improved biomarkers for HCC diagnosis and prognosis. By combining long non-coding RNA (lncRNA) expression and somatic mutations, Duan et al identified five representative lncRNAs from 88 lncRNAs related to genomic instability (GI), forming a GI-derived lncRNA signature (LncSig). This signature outperforms previously reported LncSig and TP53 mutations in predicting HCC prognosis. In this editorial, we comprehensively evaluate the clinical application value of such prognostic evaluation model based on sequencing technology in terms of cost, time, and practicability. Additionally, we provide an overview of various prognostic models for HCC, aiding in a comprehensive understanding of research progress in prognostic evaluation methods.
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Affiliation(s)
- Xiao-Wen Xing
- Department of Disease Control and Prevention, Naval Medical Center, Naval Medical University, Shanghai 200052, China
| | - Xiao Huang
- Department of Disease Control and Prevention, Naval Medical Center, Naval Medical University, Shanghai 200052, China
| | - Wei-Peng Li
- Department of Disease Control and Prevention, Naval Medical Center, Naval Medical University, Shanghai 200052, China
| | - Ming-Ke Wang
- Department of Disease Control and Prevention, Naval Medical Center, Naval Medical University, Shanghai 200052, China
| | - Ji-Shun Yang
- Medical Care Center, Naval Medical University, Shanghai 200052, China
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50
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Banerjee R, Wehrle CJ, Wang Z, Wilcox JD, Uppin V, Varadharajan V, Mrdjen M, Hershberger C, Reizes O, Yu JS, Lathia JD, Rotroff DM, Hazen SL, Tang WHW, Aucejo F, Brown JM. Circulating Gut Microbe-Derived Metabolites Are Associated with Hepatocellular Carcinoma. Biomedicines 2024; 12:1946. [PMID: 39335460 PMCID: PMC11428887 DOI: 10.3390/biomedicines12091946] [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: 07/03/2024] [Revised: 08/19/2024] [Accepted: 08/21/2024] [Indexed: 09/30/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is the third leading cause of cancer death worldwide. The gut microbiome has been implicated in outcomes for HCC, and gut microbe-derived products may serve as potential non-invasive indices for early HCC detection. This study evaluated differences in plasma concentrations of gut microbiota-derived metabolites. METHODS Forty-one patients with HCC and 96 healthy controls were enrolled from surgical clinics at the Cleveland Clinic from 2016 to 2020. Gut microbiota-derived circulating metabolites detectable in plasma were compared between patients with HCC and healthy controls. Hierarchical clustering was performed for generating heatmaps based on circulating metabolite concentrations using ClustVis, with Euclidean and Ward settings and significant differences between metabolite concentrations were tested using a binary logistic regression model. RESULTS In patients with HCC, 25 (61%) had histologically confirmed cirrhosis. Trimethylamine (TMA)-related metabolites were found at higher concentrations in those with HCC, including choline (p < 0.001), betaine (p < 0.001), carnitine (p = 0.007), TMA (p < 0.001) and trimethylamine N-oxide (TMAO, p < 0.001). Notably, concentrations of P-cresol glucuronide (p < 0.001), indole-lactic acid (p = 0.038), 5-hydroxyindoleacetic acid (p < 0.0001) and 4-hydroxyphenyllactic acid (p < 0.001) were also increased in those with HCC compared to healthy controls. Hierarchical clustering of the metabolite panel separated patients based on the presence of HCC (p < 0.001), but was not able to distinguish between patients with HCC based on the presence of cirrhosis (p = 0.42). CONCLUSIONS Gut microbiota-derived metabolites were differentially abundant in patients with HCC versus healthy controls. The observed perturbations of the TMAO pathway in HCC seem particularly promising as a target of future research and may have both diagnostic and therapeutic implications.
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Affiliation(s)
- Rakhee Banerjee
- Department of Cancer Biology, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (R.B.); (V.U.); (V.V.); (M.M.); (J.S.Y.)
- Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (Z.W.); (O.R.); (J.D.L.); (S.L.H.); (W.H.W.T.)
| | - Chase J. Wehrle
- Department of Hepato-Pancreato-Biliary and Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (C.J.W.); (F.A.)
| | - Zeneng Wang
- Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (Z.W.); (O.R.); (J.D.L.); (S.L.H.); (W.H.W.T.)
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA;
| | - Jennifer D. Wilcox
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA;
| | - Vinayak Uppin
- Department of Cancer Biology, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (R.B.); (V.U.); (V.V.); (M.M.); (J.S.Y.)
- Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (Z.W.); (O.R.); (J.D.L.); (S.L.H.); (W.H.W.T.)
| | - Venkateshwari Varadharajan
- Department of Cancer Biology, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (R.B.); (V.U.); (V.V.); (M.M.); (J.S.Y.)
- Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (Z.W.); (O.R.); (J.D.L.); (S.L.H.); (W.H.W.T.)
| | - Marko Mrdjen
- Department of Cancer Biology, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (R.B.); (V.U.); (V.V.); (M.M.); (J.S.Y.)
- Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (Z.W.); (O.R.); (J.D.L.); (S.L.H.); (W.H.W.T.)
| | - Courtney Hershberger
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (C.H.); (D.M.R.)
- Center for Quantitative Metabolic Research, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Ofer Reizes
- Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (Z.W.); (O.R.); (J.D.L.); (S.L.H.); (W.H.W.T.)
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA;
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH 44195, USA
| | - Jennifer S. Yu
- Department of Cancer Biology, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (R.B.); (V.U.); (V.V.); (M.M.); (J.S.Y.)
- Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (Z.W.); (O.R.); (J.D.L.); (S.L.H.); (W.H.W.T.)
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH 44195, USA
| | - Justin D. Lathia
- Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (Z.W.); (O.R.); (J.D.L.); (S.L.H.); (W.H.W.T.)
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA;
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH 44195, USA
| | - Daniel M. Rotroff
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (C.H.); (D.M.R.)
- Center for Quantitative Metabolic Research, Cleveland Clinic, Cleveland, OH 44195, USA
- Endocrinology and Metabolism Institute, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Stanley L. Hazen
- Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (Z.W.); (O.R.); (J.D.L.); (S.L.H.); (W.H.W.T.)
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA;
- Cleveland Clinic Foundation, Heart, Vascular and Thoracic Institute, Cleveland, OH 44195, USA
| | - W. H. Wilson Tang
- Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (Z.W.); (O.R.); (J.D.L.); (S.L.H.); (W.H.W.T.)
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA;
- Cleveland Clinic Foundation, Heart, Vascular and Thoracic Institute, Cleveland, OH 44195, USA
| | - Federico Aucejo
- Department of Hepato-Pancreato-Biliary and Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (C.J.W.); (F.A.)
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH 44195, USA
| | - J. Mark Brown
- Department of Cancer Biology, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (R.B.); (V.U.); (V.V.); (M.M.); (J.S.Y.)
- Center for Microbiome and Human Health, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (Z.W.); (O.R.); (J.D.L.); (S.L.H.); (W.H.W.T.)
- Center for Quantitative Metabolic Research, Cleveland Clinic, Cleveland, OH 44195, USA
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH 44195, USA
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