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Luo Y, Tang R, Huang Y. Differences in structure, antioxidant capacity and gut microbiota modulation of red raspberry pectic polysaccharides extracted by different methods. Food Res Int 2025; 211:116474. [PMID: 40356136 DOI: 10.1016/j.foodres.2025.116474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2025] [Revised: 03/19/2025] [Accepted: 04/15/2025] [Indexed: 05/15/2025]
Abstract
Red raspberries are associated with various health benefits, with pectic polysaccharides as their primary component and potential key contributor to these effects. This study aimed to evaluate the antioxidant and prebiotic potential of four red raspberry pectic polysaccharides (RP)-EN-RP (enzyme-assisted extraction), AC-RP (acid-assisted extraction), AL-RP (alkali-assisted extraction), and US-RP (ultrasound-assisted extraction)-and to elucidate the relationship between their structure and function. AC-RP and US-RP contained higher proportions of homogalacturonan (HG) at 50.92 % and 53.10 %, respectively, while EN-RP and AL-RP exhibited higher proportions of rhamnogalacturonan-I (RG-I) at 63.89 % and 43.37 %, respectively. All four polysaccharides demonstrated significant antioxidant and prebiotic properties. AL-RP exhibited the strongest DPPH radical scavenging activity, while US-RP showed the highest hydroxyl radical scavenging ability. These pectic polysaccharides were highly fermentable, significantly modulating gut microbiota composition and promoting the production of propionic acid, particularly EN-RP and AL-RP. Compared to the blank group, RP intervention significantly enriched Bacteroides, Phocaeicola, Bifidobacterium, Limosilactobacillus, and Paraprevotella. Carbohydrate-active enzyme genes in metagenomes revealed that glycoside hydrolases played a vital role in the degradation and utilization of red raspberry polysaccharides. Furthermore, correlation analysis indicated that a higher RG-I proportion and an elevated Rha/GalA ratio enhanced the abundance of certain beneficial microbial species and increased propionic acid production. These findings advance the understanding of the structure-function relationship of natural pectic polysaccharides and highlight their potential for tailoring gut microbiota and promoting health through precise dietary interventions.
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Affiliation(s)
- You Luo
- School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China; Centre for Nutrition and Food Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Indooroopilly, QLD, 4068, Australia.
| | - Ruling Tang
- School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
| | - Yongguang Huang
- School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
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Chen Z, Zhang Z, Nie BN, Huang W, Zhu Y, Zhang L, Xu M, Wang M, Yuan C, Liu N, Wang X, Tian J, Ba Q, Wang Z. Temporal network analysis of gut microbiota unveils aging trajectories associated with colon cancer. mSystems 2025; 10:e0118824. [PMID: 40298386 DOI: 10.1128/msystems.01188-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2024] [Accepted: 03/24/2025] [Indexed: 04/30/2025] Open
Abstract
The human gut microbiome's role in colorectal cancer (CRC) pathogenesis has gained increasing recognition. This study aimed to delineate the microbiome characteristics that distinguish CRC patients from healthy individuals, while also evaluating the influence of aging, through a comprehensive metagenomic approach. The study analyzed a cohort of 80 CRC patients and 80 matched healthy controls, dividing participants into a normal and a CRC group, further categorized by age into young, middle-aged, and old-aged subgroups. Extensive metagenomic sequencing of fecal samples allowed for the exploration of both the structural and functional profiles of the microbiome, with findings validated in an independent cohort to ensure robustness. Our results highlight notable differences in microbiome composition between CRC patients and healthy individuals, which exhibit age-dependent variations. Specifically, a higher prevalence of pathogenic bacteria, such as Bacteroides vulgatus, known to drive inflammation and carcinogenesis, was observed in CRC patients, alongside a reduction in beneficial microbes, including Lactobacillus. Functionally, the CRC-associated microbiome showed an increase in pathways related to DNA repair, cell cycle regulation, and metabolic activities, such as the Citrate cycle and Galactose metabolism, underscoring distinct microbial alterations in CRC patients that could influence disease onset and progression. These insights lay a foundation for future research into microbiome-based diagnostics and treatments for CRC. IMPORTANCE This study underscores the critical role of the gut microbiome in colorectal cancer (CRC) pathogenesis, particularly in the context of aging. By identifying age-specific microbial biomarkers and functional pathways associated with CRC, our findings provide novel insights into how microbiome composition and metabolic activities influence disease progression. These discoveries pave the way for developing personalized microbiome-based diagnostic tools and therapeutic strategies, potentially improving CRC prevention and treatment outcomes across different age groups. Understanding these microbial dynamics could also inform interventions targeting gut microbiota to mitigate CRC risk and progression.
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Affiliation(s)
- Ziqi Chen
- Institute of Oncology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Laboratory Center, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Zhipeng Zhang
- Institute of Oncology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Bei Ning Nie
- Nanjing University of Traditional Chinese Medicine, Nanjing, China
| | - Wei Huang
- Institute of Oncology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Ying Zhu
- Laboratory Center, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Long Zhang
- Institute of Oncology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Meng Xu
- Institute of Oncology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Mengfei Wang
- Institute of Oncology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Chenyue Yuan
- Institute of Oncology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Ningning Liu
- State Key Laboratory of Systems Medicine for Cancer, Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xinyi Wang
- Department of Pathology, University of California, San Diego, La Jolla, California, USA
| | - Jianhui Tian
- Institute of Oncology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Qian Ba
- Laboratory Center, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Ziliang Wang
- Institute of Oncology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Laboratory Center, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
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Schmitt C, Gasparini J, Moullec H, Walch L, Leroux-Coyau M, Leloup J. Local, environmental and trace metal effects on gut microbiota diversity in urban feral pigeons. ENVIRONMENTAL RESEARCH 2025; 273:121263. [PMID: 40024502 DOI: 10.1016/j.envres.2025.121263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2024] [Revised: 02/26/2025] [Accepted: 02/27/2025] [Indexed: 03/04/2025]
Abstract
Nowadays, understanding the biotic responses to the enhanced urbanization need to encompass not the only the physiological and phenotypic features but also the related microbiota of wildlife animals. One of main threats in urban ecosystems is the chemical pollution. Thus, we have explored whether the cloacal microbiota of feral pigeons (Columba livia) is impacted by both their geographical foraging area, and metal exposure in an urban context. First, pigeons were captured in 4 specific areas of Paris (France) and placed in captivity. By applying a 16SrRNA metabarcoding approach, we observed that the gut microbiota diversity was structured according to the capture sites, with strong variation of Actinobacteria, Bacilli and Clostridia, that could be linked to the granivorous or low-protein diets. Subsequently, we experimentally exposed these pigeons to zinc and/or lead (two-factor cross design) during 90 days in a non-urban environment, but no impact on the composition nor diversity of pigeon gut microbiota, has been observed after 45 and 90 days of metal exposures. However, the composition and diversity significantly differed from the microbiota at the capture period, with the emergence of taxa belonging to Corynebacterium and Bifidobacterium in captive conditions. These data highlight a strong impact of the lifestyles (captivity in non-urban environment) on the gut microbiota composition. In parallel, we hypothesized that the diet and the local environment might have smoothed the impact of the metal exposure for pigeons that could quickly change the structure of their gut microbiota. Our findings shed light on the effects of urban pollution and environment on bird communities, that can be extended to their gut microbiota causing potential additive or synergic negative effects to host organisms and populations.
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Affiliation(s)
- Clarence Schmitt
- Sorbonne Université, Univ Paris-Cité, Univ Paris-Est, CNRS, IRD, INRAE, Institut d'écologie et des sciences de l'environnement de Paris, IEES Paris, F-75005, Paris, France
| | - Julien Gasparini
- Sorbonne Université, Univ Paris-Cité, Univ Paris-Est, CNRS, IRD, INRAE, Institut d'écologie et des sciences de l'environnement de Paris, IEES Paris, F-75005, Paris, France
| | - Héloïse Moullec
- Sorbonne Université, Univ Paris-Cité, Univ Paris-Est, CNRS, IRD, INRAE, Institut d'écologie et des sciences de l'environnement de Paris, IEES Paris, F-75005, Paris, France; Department of Biology, University of Turku, Turku, Finland
| | - Laurence Walch
- Sorbonne Université, Univ Paris-Cité, Univ Paris-Est, CNRS, IRD, INRAE, Institut d'écologie et des sciences de l'environnement de Paris, IEES Paris, F-75005, Paris, France
| | - Mathieu Leroux-Coyau
- Sorbonne Université, Univ Paris-Cité, Univ Paris-Est, CNRS, IRD, INRAE, Institut d'écologie et des sciences de l'environnement de Paris, IEES Paris, F-75005, Paris, France
| | - Julie Leloup
- Sorbonne Université, Univ Paris-Cité, Univ Paris-Est, CNRS, IRD, INRAE, Institut d'écologie et des sciences de l'environnement de Paris, IEES Paris, F-75005, Paris, France.
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Shen Y, Fan N, Ma S, Cheng X, Yang X, Wang G. Gut Microbiota Dysbiosis: Pathogenesis, Diseases, Prevention, and Therapy. MedComm (Beijing) 2025; 6:e70168. [PMID: 40255918 PMCID: PMC12006732 DOI: 10.1002/mco2.70168] [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: 08/04/2024] [Revised: 03/10/2025] [Accepted: 03/13/2025] [Indexed: 04/22/2025] Open
Abstract
Dysbiosis refers to the disruption of the gut microbiota balance and is the pathological basis of various diseases. The main pathogenic mechanisms include impaired intestinal mucosal barrier function, inflammation activation, immune dysregulation, and metabolic abnormalities. These mechanisms involve dysfunctions in the gut-brain axis, gut-liver axis, and others to cause broader effects. Although the association between diseases caused by dysbiosis has been extensively studied, many questions remain regarding the specific pathogenic mechanisms and treatment strategies. This review begins by examining the causes of gut microbiota dysbiosis and summarizes the potential mechanisms of representative diseases caused by microbiota imbalance. It integrates clinical evidence to explore preventive and therapeutic strategies targeting gut microbiota dysregulation, emphasizing the importance of understanding gut microbiota dysbiosis. Finally, we summarized the development of artificial intelligence (AI) in the gut microbiota research and suggested that it will play a critical role in future studies on gut dysbiosis. The research combining multiomics technologies and AI will further uncover the complex mechanisms of gut microbiota dysbiosis. It will drive the development of personalized treatment strategies.
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Affiliation(s)
- Yao Shen
- International Joint Laboratory for Embryonic Development & Prenatal MedicineDivision of Histology and EmbryologySchool of MedicineJinan UniversityGuangzhouChina
- Key Laboratory for Regenerative Medicine of the Ministry of EducationJinan UniversityGuangzhouChina
| | - Nairui Fan
- Basic Medical College of Jiamusi UniversityHeilongjiangChina
| | - Shu‐xia Ma
- Basic Medical College of Jiamusi UniversityHeilongjiangChina
| | - Xin Cheng
- International Joint Laboratory for Embryonic Development & Prenatal MedicineDivision of Histology and EmbryologySchool of MedicineJinan UniversityGuangzhouChina
- Key Laboratory for Regenerative Medicine of the Ministry of EducationJinan UniversityGuangzhouChina
| | - Xuesong Yang
- International Joint Laboratory for Embryonic Development & Prenatal MedicineDivision of Histology and EmbryologySchool of MedicineJinan UniversityGuangzhouChina
- Key Laboratory for Regenerative Medicine of the Ministry of EducationJinan UniversityGuangzhouChina
- International SchoolGuangzhou Huali College, ZengchengGuangzhouChina
| | - Guang Wang
- International Joint Laboratory for Embryonic Development & Prenatal MedicineDivision of Histology and EmbryologySchool of MedicineJinan UniversityGuangzhouChina
- Key Laboratory for Regenerative Medicine of the Ministry of EducationJinan UniversityGuangzhouChina
- Guangdong‐Hong Kong Metabolism & Reproduction Joint LaboratoryGuangdong Second Provincial General HospitalSchool of MedicineJinan UniversityGuangzhouChina
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Wang H, Zhu W, Lei J, Liu Z, Cai Y, Wang S, Li A. Gut microbiome differences and disease risk in colorectal cancer relatives and healthy individuals. Front Cell Infect Microbiol 2025; 15:1573216. [PMID: 40196042 PMCID: PMC11973321 DOI: 10.3389/fcimb.2025.1573216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2025] [Accepted: 03/03/2025] [Indexed: 04/09/2025] Open
Abstract
Given the heightened focus on high-risk populations, this study aimed to provide insights into early susceptibility and preventive strategies for colorectal cancer (CRC) by focusing on high-risk populations. In this research, fecal samples from 1,647 individuals across three discovery cohorts and nine external validation cohorts were sequenced using whole-genome metagenomic sequencing. A prediction model based on random forest was constructed using the nine external cohorts and independently validated with the three discovery cohorts. A disease probability (POD) model based on microbial biomarkers was developed to assess CRC risk. We found that the gut microbiome composition of CRC relatives differed from that of controls, with enrichment of species such as Fusobacterium and Bacteroides and a reduction in beneficial genera like Coprococcus and Roseburia. Additionally, dietary red meat intake emerged as a risk factor. The POD model indicated an elevated risk of CRC in unaffected relatives. The findings suggest that the POD for CRC may be increased in unaffected relatives or individuals living in shared environments, although this difference did not reach statistical significance. Our study introduces a novel framework for assessing the risk of colorectal cancer in ostensibly healthy individuals.
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Affiliation(s)
- Huifen Wang
- Gene Hospital of Henan Province, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Weiwei Zhu
- Gene Hospital of Henan Province, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jun Lei
- Gene Hospital of Henan Province, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zhibo Liu
- Gene Hospital of Henan Province, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yudie Cai
- Gene Hospital of Henan Province, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Shuaifeng Wang
- Gene Hospital of Henan Province, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Ang Li
- Gene Hospital of Henan Province, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- State Key Laboratory of Antiviral Drugs, Zhengzhou University, Zhengzhou, China
- Academy of Medical Sciences, Tianjian Laboratory of Advanced Biomedical Sciences, Zhengzhou University, Zhengzhou, China
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Cai P, Yang Q, Lu J, Dai X, Xiong J. Fecal bacterial biomarkers and blood biochemical indicators as potential key factors in the development of colorectal cancer. mSystems 2025; 10:e0004325. [PMID: 40013832 PMCID: PMC11915818 DOI: 10.1128/msystems.00043-25] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2025] [Accepted: 02/06/2025] [Indexed: 02/28/2025] Open
Abstract
The incidence of colorectal cancer (CRC) has been increasing in recent decades. Current methods for CRC screening have their own drawbacks, thus there is an urgent need to identify the key microbes that drive the development of CRC for wider application in the early detection and prevention of CRC. To address this issue, we performed fecal microbiome analysis by high-throughput sequencing of 16S rRNA gene combined with blood biochemical indicators in patients with CRC stages I, II, III, and IV, healthy people, and patients with polyps. Fecal microbiota of patients with CRC was disturbed, as evidenced by significantly reduced α-diversity in patients with CRC stage IV and markedly different β-diversity. The random forest model identified the top 25 genera from 174 training data, resulting in a diagnostic accuracy of 87.95%. Further, by combining with differential genera analysis, we screened out 11 biomarkers that significantly changed in different groups. Peptostreptococcus, Parvimonas, Shewanella, Oscillibacter, Eggerthella, and Gemella associated with the development of CRC were significantly enriched, while Fenollaria, Staphylococcus, Ezakiella, Finegoldia, and Neisseria associated with the remission of CRC were significantly suppressed in patients with CRC. Importantly, carcinoembryonic antigen (CEA) was significantly correlated with these 11 microbial biomarkers, and carbohydrate antigen 19-9 (CA 19-9) was markedly correlated with Oscillibacter. Notably, co-occurrence network analysis at the genus level exhibited that the microbial co-occurrence network of CRC IV was the most complex and stable. These results suggested that CEA, CA 19-9 and 11 microbial biomarkers may be co-biomarkers for the disease occurrence and development, and non-invasive diagnosis of CRC. IMPORTANCE Identifying the key microbes that drive the development of colorectal cancer (CRC) has been important in this field. We delved into the research on the association between CRC and fecal microbiota in this study, providing a detailed analysis of the characteristics of fecal microbiota during the transition from normal intestine to polyps to cancer. Fecal bacterial biomarkers and blood biochemical indicators may be co-biomarkers in the development of CRC.
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Affiliation(s)
- Ping Cai
- Ningbo No.2 Hospital, Ningbo, China
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China
| | - Qingzhen Yang
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China
- Bioinspired Engineering and Biomechanics Center (BEBC), Xi’an Jiaotong University, Xi’an, China
| | - Jiaqi Lu
- Zhejiang KinGene Bio-technology Co., Ltd, Ningbo, China
| | | | - Jinbo Xiong
- Institute of One Health, School of Marine Sciences, Ningbo University, Ningbo, China
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Zhang L, Li X, Shi L, Zheng Y, Ding Y, Yuan T, Hu S, Chen J, Xiao P. Bacterial diversity and biomarkers screening of station and carriage surface in Shanghai metro system, China. CURRENT RESEARCH IN MICROBIAL SCIENCES 2025; 8:100374. [PMID: 40225043 PMCID: PMC11992389 DOI: 10.1016/j.crmicr.2025.100374] [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] [Indexed: 04/15/2025] Open
Abstract
Background Mass transit environments, such as the metro, can facilitate the spread of bacteria between humans and their surroundings. These environments are particularly important for human health due to their potential for spreading pathogens and their impact on large populations. To gain a deeper understanding of bacterial distribution in subways, it is essential to identify variables that affect bacterial composition and microorganisms that are probably harmful to human heath. Methods We conducted high-throughput 16S rRNA gene sequencing on surface samples from 5 subway stations in Shanghai, China, during the warm(summer), cold(winter) and transition(autumn) seasons. Bacteria community features across the three seasons were distinguished using random forest classification analyses, followed by in-depth diversity analyses. Results Significant differences were observed in surface bacterial communities across seasons. Highly abundant bacterial groups were generally ubiquitous. Among these highly abundant families and genera, some were unique to surface samples. Notably, the phyla Firmicutes, Proteobacteria, and Actinobacteria were predominant, with total abundances of 32.87 %, 29.41 %, and 16.31 %, respectively. Alpha diversity indices were statistically significant (P < 0.05) among different seasons, with autumn exhibiting significantly higher alpha diversity metrics compared to summer and winter. Beta diversity analysis revealed significant compositional dissimilarities and distinct clustering patterns among the three seasons (P < 0.05). An analysis of similarities (ANOSIM) test results indicated significant differences in bacterial patterns at the phylum, class, order, family, genus levels among the seasons (P < 0.05). Random forest classification analyses identified the top 24 bacterial taxa at the genus level across seasons in the metro system. Conclusions We provided a direct comparison of surface bacterial microbiomes, and a comprehensive survey of seasonal variation in subways using culture-independent methods. Our findings reveal differences in both diversity and abundance of certain taxa across seasons, with 24 top indicator bacterial genera identified. This work serves as a reference for understanding the composition and dynamics of bacterial communities and for biomarker screening in subways, a crucial public space in our increasingly urbanized and interconnected world.
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Affiliation(s)
- Lijun Zhang
- Division of Public Health Service and Safety Assessment, Shanghai Municipal Center for Disease Control and Prevention, Shanghai 201107, China
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, Shanghai 201107, China
| | - Xiaojing Li
- Division of Public Health Service and Safety Assessment, Shanghai Municipal Center for Disease Control and Prevention, Shanghai 201107, China
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, Shanghai 201107, China
| | - Lisha Shi
- Division of Public Health Service and Safety Assessment, Shanghai Municipal Center for Disease Control and Prevention, Shanghai 201107, China
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, Shanghai 201107, China
| | - Yi Zheng
- Shanghai Shentong Metro Group Co.,Ltd, Shanghai 201103, China
| | - Yichen Ding
- Division of Public Health Service and Safety Assessment, Shanghai Municipal Center for Disease Control and Prevention, Shanghai 201107, China
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, Shanghai 201107, China
| | - Tao Yuan
- Shanghai Jiao Tong University, Shanghai 200030, China
| | - Shuangqing Hu
- Shanghai Academy of Environmental Sciences, Shanghai 200233,China
| | - Jian Chen
- Division of Public Health Service and Safety Assessment, Shanghai Municipal Center for Disease Control and Prevention, Shanghai 201107, China
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, Shanghai 201107, China
| | - Ping Xiao
- Division of Public Health Service and Safety Assessment, Shanghai Municipal Center for Disease Control and Prevention, Shanghai 201107, China
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, Shanghai 201107, China
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Kenneth MJ, Wu CC, Fang CY, Hsu TK, Lin IC, Huang SW, Chiu YC, Hsu BM. Exploring the Impact of Chemotherapy on the Emergence of Antibiotic Resistance in the Gut Microbiota of Colorectal Cancer Patients. Antibiotics (Basel) 2025; 14:264. [PMID: 40149075 PMCID: PMC11939702 DOI: 10.3390/antibiotics14030264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2025] [Revised: 02/21/2025] [Accepted: 02/28/2025] [Indexed: 03/29/2025] Open
Abstract
With nearly half of colorectal cancer (CRC) patients diagnosed at advanced stages where surgery alone is insufficient, chemotherapy remains a cornerstone for this cancer treatment. To prevent infections and improve outcomes, antibiotics are often co-administered. However, chemotherapeutic interactions with the gut microbiota cause significant non-selective toxicity, affecting not only tumor and normal epithelial cells but also the gut microbiota. This toxicity triggers the bacterial SOS response and loss of microbial diversity, leading to bacterial mutations and dysbiosis. Consequently, pathogenic overgrowth and systemic infections increase, necessitating broad-spectrum antibiotics intervention. This review underscores how prolonged antibiotic use during chemotherapy, combined with chemotherapy-induced bacterial mutations, creates selective pressures that drive de novo antimicrobial resistance (AMR), allowing resistant bacteria to dominate the gut. This compromises the treatment efficacy and elevates the mortality risk. Restoring gut microbial diversity may mitigate chemotherapy-induced toxicity and improve therapeutic outcomes, and emerging strategies, such as fecal microbiota transplantation (FMT), probiotics, and prebiotics, show considerable promise. Given the global threat posed by antibiotic resistance to cancer treatment, prioritizing antimicrobial stewardship is essential for optimizing antibiotic use and preventing resistance in CRC patients undergoing chemotherapy. Future research should aim to minimize chemotherapy's impact on the gut microbiota and develop targeted interventions to restore microbial diversity affected during chemotherapy.
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Affiliation(s)
- Mutebi John Kenneth
- Department of Earth and Environmental Sciences, National Chung Cheng University, Chiayi 621, Taiwan
- Doctoral Program in Science, Technology, Environment and Mathematics, National Chung Cheng University, Chiayi 621, Taiwan
| | - Chin-Chia Wu
- Division of Colorectal Surgery, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi 622, Taiwan
- College of Medicine, Tzu Chi University, Hualien 970, Taiwan
- School of Post-Baccalaureate Chinese Medicine, Tzu Chi University, Hualien 970, Taiwan
| | - Chuan-Yin Fang
- Division of Colon and Rectal Surgery, Ditmanson Medical Foundation Chia-Yi Christian Hospital, Chiayi 600, Taiwan
| | - Tsui-Kang Hsu
- Department of Ophthalmology, Cheng Hsin General Hospital, Taipei 112, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan
| | - I-Ching Lin
- Department of Family Medicine, Asia University Hospital, Taichung 413, Taiwan
- Department of Kinesiology, Health and Leisure, Chienkuo Technology University, Changhua 500, Taiwan
| | - Shih-Wei Huang
- Center for Environmental Toxin and Emerging Contaminant Research, Cheng Shiu University, Kaohsiung 833, Taiwan
| | - Yi-Chou Chiu
- General Surgery, Surgical Department, Cheng Hsin General Hospital, Taipei 112, Taiwan
| | - Bing-Mu Hsu
- Department of Earth and Environmental Sciences, National Chung Cheng University, Chiayi 621, Taiwan
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Li T, Coker OO, Sun Y, Li S, Liu C, Lin Y, Wong SH, Miao Y, Sung JJY, Yu J. Multi-Cohort Analysis Reveals Altered Archaea in Colorectal Cancer Fecal Samples Across Populations. Gastroenterology 2025; 168:525-538.e2. [PMID: 39490771 DOI: 10.1053/j.gastro.2024.10.023] [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: 10/19/2023] [Revised: 09/03/2024] [Accepted: 10/15/2024] [Indexed: 11/05/2024]
Abstract
BACKGROUND & AIMS Archaea are important components of the host microbiome, but their roles in colorectal cancer (CRC) remain largely unclear. We aimed to elucidate the contribution of gut archaea to CRC across multiple populations. METHODS This study incorporated fecal metagenomic data from 10 independent cohorts across 7 countries and an additional in-house cohort, totaling 2101 metagenomes (748 CRC, 471 adenoma, and 882 healthy controls [HCs]). Taxonomic profiling was performed using Kraken2 against the Genome Taxonomy Database. Alterations of archaeal communities and their interactions with bacteria, as well as methanogenic functions were analyzed. A Random Forest model was used to identify multicohort diagnostic microbial biomarkers in CRC. RESULTS The overall archaeal alpha diversity shifted from HCs, patients with adenoma, to patients with CRC with the Methanobacteriota phylum enriched while the order Methanomassiliicoccales depleted. At the species level, Methanobrevibacter_A smithii and Methanobrevibacter_A sp002496065 were enriched, whereas 8 species, including Methanosphaera stadtmanae and Methanomassiliicoccus_A intestinalis, were depleted in patients with CRC across multiple cohorts. Among them, M stadtmanae, Methanobrevibacter_A sp900314695, and Methanocorpusculum sp001940805 exhibited a progressive decrease in the HC-adenoma-CRC sequence. CRC-depleted methanogenic archaea exhibited enhanced co-occurring interactions with butyrate-producing bacteria. Consistently, methanogenesis-related genes and pathways were enriched in patients with CRC. A model incorporating archaeal and bacterial biomarkers outperformed single-kingdom models in discriminating patients with CRC from healthy individuals with the area under the curve ranging from 0.744 to 0.931 in leave-one-cohort-out analysis. CONCLUSIONS This multicohort analysis uncovered significant alterations in gut archaea and their interactions with bacteria in healthy individuals, patients with adenoma, and patients with CRC. Archaeal biomarkers, combined with bacterial features, have potential as noninvasive diagnostic biomarkers for CRC.
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Affiliation(s)
- Tianhui Li
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong
| | - Olabisi Oluwabukola Coker
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong
| | - Yang Sun
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, Yunnan Province Clinical Research Center for Digestive Disease, Yunan Geriatric Medical Center, Kunming, China
| | - Shiyu Li
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong
| | - Chuanfa Liu
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong
| | - Yufeng Lin
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong
| | - Sunny H Wong
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong; Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
| | - Yinglei Miao
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, Yunnan Province Clinical Research Center for Digestive Disease, Yunan Geriatric Medical Center, Kunming, China
| | - Joseph J Y Sung
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong; Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
| | - Jun Yu
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong.
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10
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Wu J, Ji K, Kang G, Zhang M, Wang J, Wang L, Gao M, Jia X, Lu X, Wang Y, Gao X, Guo Y, Zhu Z, Wang Q, Zhao Z, Liu Q, Huang H. Butyrate-engineered yeast activates Nppa and Sgcg genes and reduces radiation-induced heart damage via the gut-heart axis. Pharmacol Res 2025; 213:107642. [PMID: 39909125 DOI: 10.1016/j.phrs.2025.107642] [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: 12/23/2024] [Revised: 01/26/2025] [Accepted: 02/02/2025] [Indexed: 02/07/2025]
Abstract
Radiotherapy is a method of treating cancer through radiation aimed at killing cancer cells or inhibiting their growth. However, radiotherapy has numerous side effects because it kills tumors while causing damage to normal cells or tissues. The literature shows that radiation can cause damage to heart tissue. This study found that engineered yeast that produced butyrate can maintain small intestinal barrier function by recovering GPR109A to reduce intestinal damage caused by abdominal irradiation in mice. We unexpectedly found that engineered yeast could mitigate irradiation-induced heart damage via the gut-heart axis. Mechanistically, engineered yeast enhanced taurine and nicotinamide metabolism by increasing the relative abundance of Akkermansia and Lachnospiraceae_NK4A136; then, yeast modulated cardiac function by activating the Sgcg and Nppa genes to attenuate cardiac damage induced by abdominal irradiation. Finally, we confirmed that engineered yeast mitigated cardiac damage caused by total body irradiation, which protected other vital organs through the intestinal tract. This study has a profound impact on cancer treatment, the emergence of engineered yeast will alleviate radiotherapy side effects and benefit patients.
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Affiliation(s)
- Jiahao Wu
- School of Chemical Engineering and Technology, State Key Laboratory of Synthetic Biology, Tianjin Key Laboratory of Biological and Pharmaceutical Engineering, Tianjin University, Tianjin 300350, China
| | - Kaihua Ji
- Institute of Radiation Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Radiation Medicine and Molecular Nuclear Medicine, Tianjin Institutes of Health Science, State Key Laboratory of Advanced Medical Materials and Devices, Tianjin 300192, China
| | - Guangbo Kang
- School of Chemical Engineering and Technology, State Key Laboratory of Synthetic Biology, Tianjin Key Laboratory of Biological and Pharmaceutical Engineering, Tianjin University, Tianjin 300350, China
| | - Manman Zhang
- Institute of Radiation Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Radiation Medicine and Molecular Nuclear Medicine, Tianjin Institutes of Health Science, State Key Laboratory of Advanced Medical Materials and Devices, Tianjin 300192, China
| | - Jigang Wang
- Department of Pathology, The Affiliated Hospital of Qingdao University, Qingdao 266000, China
| | - Lina Wang
- School of Chemical Engineering and Technology, State Key Laboratory of Synthetic Biology, Tianjin Key Laboratory of Biological and Pharmaceutical Engineering, Tianjin University, Tianjin 300350, China
| | - Mengxue Gao
- School of Chemical Engineering and Technology, State Key Laboratory of Synthetic Biology, Tianjin Key Laboratory of Biological and Pharmaceutical Engineering, Tianjin University, Tianjin 300350, China
| | - Xiaoxiao Jia
- Department of Anatomy, Shandong Second Medical University, Weifang 261053, China
| | - Xinran Lu
- Institute of Radiation Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Radiation Medicine and Molecular Nuclear Medicine, Tianjin Institutes of Health Science, State Key Laboratory of Advanced Medical Materials and Devices, Tianjin 300192, China
| | - Yan Wang
- Institute of Radiation Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Radiation Medicine and Molecular Nuclear Medicine, Tianjin Institutes of Health Science, State Key Laboratory of Advanced Medical Materials and Devices, Tianjin 300192, China
| | - Xinran Gao
- School of Chemical Engineering and Technology, State Key Laboratory of Synthetic Biology, Tianjin Key Laboratory of Biological and Pharmaceutical Engineering, Tianjin University, Tianjin 300350, China
| | - Yufei Guo
- School of Chemical Engineering and Technology, State Key Laboratory of Synthetic Biology, Tianjin Key Laboratory of Biological and Pharmaceutical Engineering, Tianjin University, Tianjin 300350, China
| | - Zhixin Zhu
- School of Chemical Engineering and Technology, State Key Laboratory of Synthetic Biology, Tianjin Key Laboratory of Biological and Pharmaceutical Engineering, Tianjin University, Tianjin 300350, China
| | - Qinghua Wang
- School of Chemical Engineering and Technology, State Key Laboratory of Synthetic Biology, Tianjin Key Laboratory of Biological and Pharmaceutical Engineering, Tianjin University, Tianjin 300350, China
| | - Zhenyu Zhao
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin 300134, China
| | - Qiang Liu
- Institute of Radiation Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Radiation Medicine and Molecular Nuclear Medicine, Tianjin Institutes of Health Science, State Key Laboratory of Advanced Medical Materials and Devices, Tianjin 300192, China; School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China.
| | - He Huang
- School of Chemical Engineering and Technology, State Key Laboratory of Synthetic Biology, Tianjin Key Laboratory of Biological and Pharmaceutical Engineering, Tianjin University, Tianjin 300350, China.
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11
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Novoa Díaz MB, Gentili C, Martín MJ, Carriere P. Prognosis in stage II colon cancer: Expanding the horizons of risk factors. World J Gastrointest Oncol 2025; 17:100552. [PMID: 39958547 PMCID: PMC11756003 DOI: 10.4251/wjgo.v17.i2.100552] [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: 08/19/2024] [Revised: 10/31/2024] [Accepted: 11/20/2024] [Indexed: 01/18/2025] Open
Abstract
In the following editorial, we discuss the article by Wu et al. In this contribution, we critically review the authors' perspective and analyze the relevance of the results obtained in the original article of clinical research by Liu et al. We consider that additional factors associated with colon cancer progression have recently been described in extensive clinical research, and should be included in this analysis to achieve a more accurate prognosis. These factors include inflammation, gut microbiota composition, immune status and nutritional balance, as they influence the post-surgical survival profile of patients with stage II colorectal cancer. We also address the clinical implementation and limitations of these analyses. Evaluation of the patient´s entire context is essential for selection of the most appropriate therapy.
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Affiliation(s)
- María Belén Novoa Díaz
- Department of Biología, Bioquímica y Farmacia, Universidad Nacional del Sur (UNS)-INBIOSUR (CONICET-UNS), Bahía Blanca 8000, Buenos Aires, Argentina
| | - Claudia Gentili
- Department of Biología, Bioquímica y Farmacia, Universidad Nacional del Sur (UNS)-INBIOSUR (CONICET-UNS), Bahía Blanca 8000, Buenos Aires, Argentina
| | - María Julia Martín
- Department of Biología, Bioquímica y Farmacia, Universidad Nacional del Sur (UNS)-INIBIBB (CONICET-UNS), Bahía Blanca 8000, Buenos Aires, Argentina
| | - Pedro Carriere
- Department of Biología, Bioquímica y Farmacia, Universidad Nacional del Sur (UNS)-INBIOSUR (CONICET-UNS), Bahía Blanca 8000, Buenos Aires, Argentina
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12
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Nakatsu G, Ko D, Michaud M, Franzosa EA, Morgan XC, Huttenhower C, Garrett WS. Virulence factor discovery identifies associations between the Fic gene family and Fap2 + fusobacteria in colorectal cancer microbiomes. mBio 2025; 16:e0373224. [PMID: 39807864 PMCID: PMC11796403 DOI: 10.1128/mbio.03732-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2024] [Accepted: 12/13/2024] [Indexed: 01/16/2025] Open
Abstract
Fusobacterium is a bacterium associated with colorectal cancer (CRC) tumorigenesis, progression, and metastasis. Fap2 is a fusobacteria-specific outer membrane galactose-binding lectin that mediates Fusobacterium adherence to and invasion of CRC tumors. Advances in omics analyses provide an opportunity to profile and identify microbial genomic features that correlate with the cancer-associated bacterial virulence factor Fap2. Here, we analyze genomes of Fusobacterium colon tumor isolates and find that a family of post-translational modification enzymes containing Fic domains is associated with Fap2 positivity in these strains. We demonstrate that Fic family genes expand with the presence of Fap2 in the fusobacterial pangenome. Through comparative genomic analysis, we find that Fap2+ Fusobacteriota are highly enriched with Fic gene families compared to other cancer-associated and human gut microbiome bacterial taxa. Using a global data set of CRC shotgun metagenomes, we show that fusobacterial Fic and Fap2 genes frequently co-occur in the fecal microbiomes of individuals with late-stage CRC. We further characterize specific Fic gene families harbored by Fap2+ Fusobacterium animalis genomes and detect recombination events and elements of horizontal gene transfer via synteny analysis of Fic gene loci. Exposure of a F. animalis strain to a colon adenocarcinoma cell line increases gene expression of fusobacterial Fic and virulence-associated adhesins. Finally, we demonstrate that Fic proteins are synthesized by F. animalis as Fic peptides are detectable in F. animalis monoculture supernatants. Taken together, our study uncovers Fic genes as potential virulence factors in Fap2+ fusobacterial genomes.IMPORTANCEAccumulating data support that bacterial members of the intra-tumoral microbiota critically influence colorectal cancer progression. Yet, relatively little is known about non-adhesin fusobacterial virulence factors that may influence carcinogenesis. Our genomic analysis and expression assays in fusobacteria identify Fic domain-containing genes, well-studied virulence factors in pathogenic bacteria, as potential fusobacterial virulence features. The Fic family proteins that we find are encoded by fusobacteria and expressed by Fusobacterium animalis merit future investigation to assess their roles in colorectal cancer development and progression.
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Affiliation(s)
- Geicho Nakatsu
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
- Harvard T.H. Chan Microbiome in Public Health Center, Boston, Massachusetts, USA
| | - Duhyun Ko
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
- Harvard T.H. Chan Microbiome in Public Health Center, Boston, Massachusetts, USA
| | - Monia Michaud
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
- Harvard T.H. Chan Microbiome in Public Health Center, Boston, Massachusetts, USA
| | - Eric A. Franzosa
- Harvard T.H. Chan Microbiome in Public Health Center, Boston, Massachusetts, USA
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Xochitl C. Morgan
- Harvard T.H. Chan Microbiome in Public Health Center, Boston, Massachusetts, USA
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Curtis Huttenhower
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
- Harvard T.H. Chan Microbiome in Public Health Center, Boston, Massachusetts, USA
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Wendy S. Garrett
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
- Harvard T.H. Chan Microbiome in Public Health Center, Boston, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
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13
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Huang J, Xu T, Guo F, Bi R, Lu H, Li P, Abbas W, Hu Z, Liu L, Sengers MJ, Xie X, Cheng T, Guo Y, Wang Z. Effects of drinking water supplemented with essential oils and organic acids mixtures on growth performance and intestinal health of broilers challenged with necrotic enteritis. Poult Sci 2025; 104:104712. [PMID: 39721270 PMCID: PMC11732541 DOI: 10.1016/j.psj.2024.104712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Revised: 12/18/2024] [Accepted: 12/19/2024] [Indexed: 12/28/2024] Open
Abstract
It is urgent to develop effective antibiotic alternatives for the control of subclinical necrotic enteritis (NE) in chickens after in-feed antibiotics have been banned. The current study investigated the efficacy of drinking water supplemented with essential oils and organic acids mixtures (EOA) on growth performance and intestinal health of broilers challenged with necrotic enteritis (NE). A total of 360 one-day-old Arbor Acres male broilers were randomly divided into 5 treatment groups, including non-challenged control group (T0), challenged NE group (T1), and challenged NE chickens treated with 0.2 % EOA1 (T2) or 0.2 % EOA2 (T3) in drinking water, along with NE-challenged chickens treated with 45 mg/kg bacitracin methylene disalicylate (BMD) in the diet (T4). Results showed that drinking water supplemented with either EOA1 or EOA2 significantly decreased Clostridium perfringens load in ileal content (P < 0.05). EOA2 markedly reduced jejunal crypt depth, serum lipopolysaccharide (LPS) content, ileal IL-1β mRNA level and myeloperoxidase (MPO) activity, significantly increased Mucin-2 mRNA abundance in ileum of NE infected broilers (P < 0.05) when compared with single NE-infected group. The 16S sequencing analysis revealed that, compared with single NE-challenge group and the antibiotic BMD group, the addition of EOA1 in drinking water significantly increased the Shannon index and Simpson index of ileal microbiota in NE-infected broilers (P < 0.05), while drinking water supplemented with either EOA1 or EOA2 significantly decreased Streptococcus relative abundance of NE-infected broilers (P < 0.05). In summary, drinking water with EOA2 might alleviate the intestinal injury induced by NE challenge, and the gut health-improving effects of EOA2 were better than that of EOA1.
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Affiliation(s)
- Jia Huang
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, China
| | - Tiantian Xu
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, China
| | - Fangshen Guo
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, China
| | - Ruichen Bi
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, China
| | - Haisheng Lu
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, China
| | - Pengfei Li
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, China
| | - Waseem Abbas
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, China
| | - Zeqiong Hu
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, China
| | - Lin Liu
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, China
| | - M J Sengers
- Delvigent Biotechnology Co., Ltd., Hebei, China
| | - Xiang Xie
- Delvigent Biotechnology Co., Ltd., Hebei, China
| | | | - Yuming Guo
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, China
| | - Zhong Wang
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, China.
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14
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Said SS, Ibrahim WN. Gut Microbiota-Tumor Microenvironment Interactions: Mechanisms and Clinical Implications for Immune Checkpoint Inhibitor Efficacy in Cancer. Cancer Manag Res 2025; 17:171-192. [PMID: 39881948 PMCID: PMC11776928 DOI: 10.2147/cmar.s405590] [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: 09/06/2024] [Accepted: 11/21/2024] [Indexed: 01/31/2025] Open
Abstract
Cancer immunotherapy has transformed cancer treatment in recent years, with immune checkpoint inhibitors (ICIs) emerging as a key therapeutic approach. ICIs work by inhibiting the mechanisms that allow tumors to evade immune detection. Although ICIs have shown promising results, especially in solid tumors, patient responses vary widely due to multiple intrinsic and extrinsic factors within the tumor microenvironment. Emerging evidence suggests that the gut microbiota plays a pivotal role in modulating immune responses at the tumor site and may even influence treatment outcomes in cancer patients receiving ICIs. This review explores the complex interactions between the gut microbiota and the tumor microenvironment, examining how these interactions could impact the effectiveness of ICI therapy. Furthermore, we discuss how dysbiosis, an imbalance in gut microbiota composition, may contribute to resistance to ICIs, and highlight microbiota-targeted strategies to potentially overcome this challenge. Additionally, we review recent studies investigating the diagnostic potential of microbiota profiles in cancer patients, considering how microbial markers might aid in early detection and stratification of patient responses to ICIs. By integrating insights from recent preclinical and clinical studies, we aim to shed light on the potential of microbiome modulation as an adjunct to cancer immunotherapy and as a diagnostic tool, paving the way for personalized therapeutic approaches that optimize patient outcomes.
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Affiliation(s)
- Sawsan Sudqi Said
- Department of Biomedical Sciences, College of Health Sciences, QU Health, Qatar University, Doha, Qatar
| | - Wisam Nabeel Ibrahim
- Department of Biomedical Sciences, College of Health Sciences, QU Health, Qatar University, Doha, Qatar
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15
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Li C, Chen T, Chen H, Zhang B, Sun B, Zhou P, Li Q, Chen W. Temporal Trends in Colorectal Cancer Incidence and Case Numbers among Individuals Aged 45-49 in the US During 2001-2019. Cancer Control 2025; 32:10732748251327715. [PMID: 40183344 PMCID: PMC11970092 DOI: 10.1177/10732748251327715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2024] [Revised: 01/19/2025] [Accepted: 02/28/2025] [Indexed: 04/05/2025] Open
Abstract
Objective: This study aimed to update the temporal trends for the incidences and case numbers of colorectal cancer (CRC) among individuals aged 45-49 in the US from 2001 to 2019.Methods: Patients were obtained from the National Program of Cancer Registries and Surveillance, Epidemiology and End Results Program (NPCR-SEER) database. Their age-adjusted incidence rates (AAIR) were calculated using the SEER*Stat software.Results: As high as 48.4% (125 604 cases) of the 259 700 early-onset CRC were diagnosed in individuals aged 45-49. Of these, 54.2% were males, and 40.7% were located in the rectum. Adenocarcinoma accounted for 93.9%, 96.5%, and 84.6% of proximal, distal colon, and rectal cancers, respectively. The incidences of proximal colon adenocarcinoma showed a significant increase, with an average annual percentage change (APC) of 0.7 from 2010 to 2019, while the case numbers remained stable from 2001 to 2019. In contrast, distal colon adenocarcinoma displayed increased incidences at an APC of 1.3 and an average increase of 17 cases annually over the study period. Rectal adenocarcinoma showed more rapid increases in incidence, with an average APC of 1.6 and an average increase of 27 cases per year. These rising incidences were predominately observed in non-Hispanic whites (NHWs). Conversely, non-Hispanic black (NHB) females showed decreased incidences of proximal and distal colon adenocarcinoma. Additionally, the incidences and case numbers for carcinoids significantly increased in the rectum but not in the colon.Conclusions: This study reveals distinct patterns of temporal trends in CRC incidences and case numbers among individuals aged 45-49. Further research is necessary to understand the underlying causes of the differences and to develop more effective preventive strategies to reduce the incidence of early-onset CRC.
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Affiliation(s)
- Chunmei Li
- Department of Colorectal Surgery, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Science, Hangzhou, China
- Post-Graduate Training, Base Alliance of Wenzhou Medical University, Zhejiang Cancer Hospital, Hangzhou, China
| | - Tianle Chen
- Department of Mathematics, University of Wisconsin-Madison, Madison, WI, USA
| | - Huimin Chen
- Department of Colorectal Surgery, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Science, Hangzhou, China
- Post-Graduate Training, Base Alliance of Wenzhou Medical University, Zhejiang Cancer Hospital, Hangzhou, China
| | - Bo Zhang
- Department of Colorectal Surgery, Jinhua People’s Hospital, Jinhua, China
| | - Bing Sun
- Department of Gastrointestinal Surgery, Haining People’s Hospital, Jiaxing, China
| | - Pengyang Zhou
- Department of Colorectal Surgery, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Science, Hangzhou, China
| | - Qiken Li
- Department of Colorectal Surgery, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Science, Hangzhou, China
| | - Weiping Chen
- Department of Colorectal Surgery, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Science, Hangzhou, China
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16
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Valencia-Castillo SY, Hernández-Beza MJ, Powell-Cerda I, Acosta-Cruz E, Rodríguez-Castillejos GC, Siller-López F, Martínez-Montoya H. Impact of gestational diabetes mellitus in gut and human breast milk microbiome in Colombian women and their infants. Rev Argent Microbiol 2025; 57:14-23. [PMID: 39694763 DOI: 10.1016/j.ram.2024.10.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 08/30/2024] [Accepted: 10/29/2024] [Indexed: 12/20/2024] Open
Abstract
Human breast milk (HBM) is a vital source of macronutrients and micronutrients that are crucial for an infant's development. Recent studies have shown that HBM contains diverse microorganisms, including bacteria, viruses, protozoa, and anaerobic fungi. Additionally, novel research has revealed that individuals with metabolic disorders, such as diabetes mellitus, are prone to dysbiosis in their gut microbiome. Our study aimed to investigate the impact of gestational diabetes mellitus (GDM) on HBM and the pair mother-infant gut microbiota. We conducted a comprehensive analysis of two groups from Pereira, Colombia: a GDM group and a non-GDM group. Each group consisted of five infants and their mothers. HBM and stool samples were collected from GDM and non-GDM mother-infant pairs. DNA was purified, and the 16S V3-V4 region was amplified and sequenced. Reads obtained were quality filtered and classified by homology according to the Ribosomal Small Subunit SILVA database. We found significant differences in the relative abundances of gut bacteria between GDM and non-GDM groups. Notably, Bifidobacterium, Serratia and Sutterella were negatively associated in women's gut with GDM. In HBM, Sutterella, Serratia and Lactococcus were found in low RA in the GDM group. Moreover, in the infants, Bifidobacterium, Lactobacillus, Sutterella, Serratia, Streptococcus, and Veillonella had a low presence in GDM. Our findings indicate that there are variations in gut bacteriome profiles between healthy women and those with GDM. These variations may impact the bacterial diversity in HBM, potentially leading to gut bacterial dysbiosis in their infants.
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Affiliation(s)
- Sandra Y Valencia-Castillo
- Universidad Libre, Seccional Pereira, Pereira, Colombia; Facultad de Medicina, Universidad de Caldas, Colombia
| | - Mayte J Hernández-Beza
- Unidad Académica Multidisciplinaria Reynosa Aztlán - Universidad Autónoma de Tamaulipas, Reynosa, Mexico
| | - Irisbeth Powell-Cerda
- Unidad Académica Multidisciplinaria Reynosa Aztlán - Universidad Autónoma de Tamaulipas, Reynosa, Mexico
| | - Erika Acosta-Cruz
- Department of Biotechnology, Facultad de Ciencias Químicas, Universidad Autónoma de Coahuila, Saltillo, Mexico
| | | | | | - Humberto Martínez-Montoya
- Unidad Académica Multidisciplinaria Reynosa Aztlán - Universidad Autónoma de Tamaulipas, Reynosa, Mexico.
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17
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Liang L, Kong C, Li J, Liu G, Wei J, Wang G, Wang Q, Yang Y, Shi D, Li X, Ma Y. Distinct microbes, metabolites, and the host genome define the multi-omics profiles in right-sided and left-sided colon cancer. MICROBIOME 2024; 12:274. [PMID: 39731152 DOI: 10.1186/s40168-024-01987-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 11/22/2024] [Indexed: 12/29/2024]
Abstract
BACKGROUND Studies have reported clinical heterogeneity between right-sided colon cancer (RCC) and left-sided colon cancer (LCC). However, none of these studies used multi-omics analysis combining genetic regulation, microbiota, and metabolites to explain the site-specific difference. METHODS Here, 494 participants from a 16S rRNA gene sequencing cohort (50 RCC, 114 LCC, and 100 healthy controls) and a multi-omics cohort (63 RCC, 79 LCC, and 88 healthy controls) were analyzed. 16S rRNA gene, metagenomic sequencing, and metabolomics analyses of fecal samples were evaluated to identify tumor location-related bacteria and metabolites. Whole-exome sequencing (WES) and transcriptome sequencing (RNA-seq) were conducted to obtain the mutation burden and genomic expression pattern. RESULTS We found unique profiles of the intestinal microbiome, metabolome, and host genome between RCC and LCC. The bacteria Flavonifractor plautii (Fp) and Fusobacterium nucleatum, the metabolites L-phenylalanine, and the host genes PHLDA1 and WBP1 were the key omics features of RCC; whereas the bacteria Bacteroides sp. A1C1 (B.A1C1) and Parvimonas micra, the metabolites L-citrulline and D-ornithine, and the host genes TCF25 and HLA-DRB5 were considered the dominant omics features in LCC. Multi-omics correlation analysis indicated that RCC-enriched Fp was related to the accumulation of the metabolite L-phenylalanine and the suppressed WBP1 signal in RCC patients. In addition, LCC-enriched B.A1C1 was associated with the accumulation of the metabolites D-ornithine and L-citrulline as well as activation of the genes TCF25, HLA-DRB5, and AC079354.1. CONCLUSION Our findings identify previously unknown links between intestinal microbiota alterations, metabolites, and host genomics in RCC vs. LCC, suggesting that it may be possible to treat colorectal cancer (CRC) by targeting the gut microbiota-host interaction. Video Abstract.
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Affiliation(s)
- Lei Liang
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Cheng Kong
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jinming Li
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Guang Liu
- Guangdong Hongyuan Pukang Medical Technology Co., Ltd., Guangdong, China
| | - Jinwang Wei
- GenomiCare Biotechnology Co. Ltd., Shanghai, China
| | - Guan Wang
- GenomiCare Biotechnology Co. Ltd., Shanghai, China
| | - Qinying Wang
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yongzhi Yang
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Debing Shi
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xinxiang Li
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yanlei Ma
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
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Mi S, Shen M, Liu Z, Yu Y, Shan H, Cao J, McClements DJ, Cao C, Xu X, Yuan B. A glutenin protein corona ameliorated TiO 2 nanoparticle-induced gut barrier dysfunction and altered the gut microbiota composition. Food Funct 2024; 15:12101-12117. [PMID: 39575505 DOI: 10.1039/d4fo04355c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/10/2024]
Abstract
Previously, we found that glutenin proteins formed a protein corona around food-grade titanium dioxide (TiO2) nanoparticles. The protein corona would alter the gastrointestinal behavior and biological activity of the nanoparticles. Here, in this study, the influence of protein corona formation on the adverse effects of TiO2 nanoparticles on gut barrier function using in vitro and in vivo assays and the potential mechanism were investigated and elucidated. Our findings showed that the presence of the protein corona mitigated gut barrier injury caused by TiO2 nanoparticles while increasing gene expression for tight junction proteins; for example, in vitro gastrointestinal digestion and fermentation experiments showed that the glutenin-TiO2 protein corona was relatively stable to digestion and influenced the composition of the gut microbiota. Specifically, the glutenin-TiO2 protein corona increased the relative abundance of beneficial bacteria such as Bifidobacterium, Parasutterella, and Bacillus while reducing the relative abundance of harmful bacteria like Streptococcus. Moreover, the formation of the protein corona reduced the cytotoxicity of the TiO2 nanoparticles to Caco-2 and RAW264.7 cells. Mechanistically, we found that the presence of the glutenin-TiO2 protein corona decreased the production of reactive oxygen species and increased the mitochondrial membrane potential in both Caco-2 and RAW264.7 cells compared to TiO2 nanoparticles alone. This study provides valuable mechanistic insights into the potential biological effects of protein corona formation around food inorganic nanoparticles in the food industry.
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Affiliation(s)
- Shichao Mi
- Department of Food Quality and Safety, National Research and Development Center for Chinese Herbal Medicine Processing, College of Engineering, China Pharmaceutical University, Nanjing, Jiangsu 211198, China.
| | - Mingyang Shen
- College of Life Science, Nanjing Agricultural University, Jiangsu, 210095, China
| | - Zimo Liu
- Department of Food Quality and Safety, National Research and Development Center for Chinese Herbal Medicine Processing, College of Engineering, China Pharmaceutical University, Nanjing, Jiangsu 211198, China.
| | - Yingying Yu
- School of Life Science, Shaoxing University, Shaoxing, Zhejiang 312000, China.
| | - Honghong Shan
- Department of Food Quality and Safety, National Research and Development Center for Chinese Herbal Medicine Processing, College of Engineering, China Pharmaceutical University, Nanjing, Jiangsu 211198, China.
| | - Jin Cao
- National Institutes for Food and Drug Control, Beijing 100050, China
| | | | - Chongjiang Cao
- Department of Food Quality and Safety, National Research and Development Center for Chinese Herbal Medicine Processing, College of Engineering, China Pharmaceutical University, Nanjing, Jiangsu 211198, China.
| | - Xiao Xu
- School of Life Science, Shaoxing University, Shaoxing, Zhejiang 312000, China.
| | - Biao Yuan
- Department of Food Quality and Safety, National Research and Development Center for Chinese Herbal Medicine Processing, College of Engineering, China Pharmaceutical University, Nanjing, Jiangsu 211198, China.
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Shen XH, Guan J, Lu DP, Hong SC, Yu L, Chen X. Peptostreptococcus Anaerobius enhances dextran sulfate sodium-induced colitis by promoting nf-κB-NLRP3-Dependent macrophage pyroptosis. Virulence 2024; 15:2435391. [PMID: 39611567 PMCID: PMC11610558 DOI: 10.1080/21505594.2024.2435391] [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: 11/17/2023] [Revised: 09/22/2024] [Accepted: 11/24/2024] [Indexed: 11/30/2024] Open
Abstract
Evidence indicates that gut microbiota is crucial in ulcerative colitis (UC) development. Increased Peptostreptococcus species abundance is linked to UC, but its role and mechanisms in intestinal inflammation are not well understood. This study used a dextran sulfate sodium (DSS)-induced colitis model in mice, and different bacterial strains were administered via gavage. We assessed clinical manifestations, colonic barrier function, gut microbiota composition, and levels of inflammatory cytokines, NOD-like receptor family pyrin domain-containing 3 (NLRP3) signaling molecules, and pyroptosis-related proteins. Mouse bone marrow-derived macrophages (BMDMs) were infected with Peptostreptococcus anaerobius at different time points and multiplicities of infection (MOI). Cell viability and the expression of NLRP3 signaling molecules and pyroptosis-associated proteins were assessed. The inhibitors C29, TAK-242, and MCC950 were employed for Toll-like receptor (TLR) and NLRP3 signaling pathways. It was observed that P. anaerobius exacerbated intestinal inflammation and barrier injury in DSS-induced colitis in mice. Additionally, P. anaerobius contributed to gut microbiota dysbiosis during colitis progression. P. anaerobius induced the expression of NLRP3 signaling molecules and pyroptosis-associated proteins in mouse colitis tissues. In vitro assays demonstrated that P. anaerobius activated NLRP3 inflammasome and evoked gasdermin D-mediated pyroptosis and interleukin (IL)-1β secretion in macrophages. Furthermore, TLR2 and TLR4 were identified as key mediators of P. anaerobius-induced macrophage pyroptosis via activation of the Nuclear Factor-kappa B (NF-κB)-NLRP3 pathway. In conclusion, P. anaerobius promotes macrophage pyroptosis and IL-1β secretion through the TLR2/4-NF-κB-NLRP3 signaling axis, thereby aggravating colitis. P. anaerobius may represent a potential risk factor for UC development.
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Affiliation(s)
- Xu-Hang Shen
- Department of Gastroenterology, First Affiliated Hospital of Anhui Medical University, Hefei, China
- Anhui Provincial Key Laboratory of Digestive Disease, First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Jing Guan
- Department of Gastroenterology, First Affiliated Hospital of Anhui Medical University, Hefei, China
- Anhui Provincial Key Laboratory of Digestive Disease, First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - De-Peng Lu
- Department of Gastroenterology, First Affiliated Hospital of Anhui Medical University, Hefei, China
- Anhui Provincial Key Laboratory of Digestive Disease, First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Shao-Cheng Hong
- Department of Gastroenterology, First Affiliated Hospital of Anhui Medical University, Hefei, China
- Anhui Provincial Key Laboratory of Digestive Disease, First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Li Yu
- Anhui Provincial Key Laboratory of Zoonoses, Anhui Medical University, Hefei, China
- Department of Microbiology and Parasitology, Anhui Medical University, Hefei, China
| | - Xi Chen
- Department of Gastroenterology, First Affiliated Hospital of Anhui Medical University, Hefei, China
- Anhui Provincial Key Laboratory of Digestive Disease, First Affiliated Hospital of Anhui Medical University, Hefei, China
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20
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Bhatnagar K, Jha K, Dalal N, Patki N, Gupta G, Kumar A, Kumar A, Chaudhary S. Exploring micronutrients and microbiome synergy: pioneering new paths in cancer therapy. Front Immunol 2024; 15:1442788. [PMID: 39676876 PMCID: PMC11638209 DOI: 10.3389/fimmu.2024.1442788] [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: 06/02/2024] [Accepted: 11/18/2024] [Indexed: 12/17/2024] Open
Abstract
The human microbiome is the complex ecosystem consisting of trillions of microorganisms that play a key role in developing the immune system and nutrient metabolism. Alterations in the gut microbiome have been linked to cancer initiation, progression, metastasis, and response to treatment. Accumulating evidence suggests that levels of vitamins and minerals influence the gut environment and may have implications for cancer risk and progression. Bifidobacterium has been reported to reduce the colorectal cancer risk by binding to free iron. Additionally, zinc ions have been shown to activate the immune cells and enhance the effectiveness of immunotherapy. Higher selenium levels have been associated with a reduced risk of several cancers, including colorectal cancer. In contrast, enhanced copper uptake has been implicated in promoting cancer progression, including colon cancer. The interaction between cancer and gut bacteria, as well as dysbiosis impact has been studied in animal models. The interplay between prebiotics, probiotics, synbiotics, postbiotics and gut bacteria in cancer offers the diverse physiological benefits. We also explored the particular probiotic formulations like VSL#3, Prohep, Lactobacillus rhamnosus GG (LGG), etc., for their ability to modulate immune responses and reduce tumor burden in preclinical models. Targeting the gut microbiome through antibiotics, bacteriophage, microbiome transplantation-based therapies will offer a new perspective in cancer research. Hence, to understand this interplay, we outline the importance of micronutrients with an emphasis on the immunomodulatory function of the microbiome and highlight the microbiome's potential as a target for precision medicine in cancer treatment.
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Affiliation(s)
- Kartik Bhatnagar
- Department of Biotechnology, School of Engineering and Applied Sciences, Bennett University, Greater Noida, Uttar Pradesh, India
| | - Kanupriya Jha
- Department of Biotechnology, School of Engineering and Applied Sciences, Bennett University, Greater Noida, Uttar Pradesh, India
| | - Nishu Dalal
- Gene Regulation Laboratory, National Institute of Immunology, New Delhi, India
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Ninad Patki
- Department of Biotechnology, School of Engineering and Applied Sciences, Bennett University, Greater Noida, Uttar Pradesh, India
| | - Garima Gupta
- Biological Engineering and Sciences, Indian Institute of Technology Gandhinagar Palaj, Gandhinagar, Gujarat, India
| | - Amit Kumar
- Department of Biotechnology, School of Engineering and Applied Sciences, Bennett University, Greater Noida, Uttar Pradesh, India
| | - Anil Kumar
- Gene Regulation Laboratory, National Institute of Immunology, New Delhi, India
| | - Sarika Chaudhary
- Department of Biotechnology, School of Engineering and Applied Sciences, Bennett University, Greater Noida, Uttar Pradesh, India
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21
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Dora D, Kiraly P, Somodi C, Ligeti B, Dulka E, Galffy G, Lohinai Z. Gut metatranscriptomics based de novo assembly reveals microbial signatures predicting immunotherapy outcomes in non-small cell lung cancer. J Transl Med 2024; 22:1044. [PMID: 39563352 DOI: 10.1186/s12967-024-05835-y] [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: 03/18/2024] [Accepted: 10/31/2024] [Indexed: 11/21/2024] Open
Abstract
BACKGROUND Advanced-stage non-small cell lung cancer (NSCLC) poses treatment challenges, with immune checkpoint inhibitors (ICIs) as the main therapy. Emerging evidence suggests the gut microbiome significantly influences ICI efficacy. This study explores the link between the gut microbiome and ICI outcomes in NSCLC patients, using metatranscriptomic (MTR) signatures. METHODS We utilized a de novo assembly-based MTR analysis on fecal samples from 29 NSCLC patients undergoing ICI therapy, segmented according to progression-free survival (PFS) into long (> 6 months) and short (≤ 6 months) PFS groups. Through RNA sequencing, we employed the Trinity pipeline for assembly, MMSeqs2 for taxonomic classification, DESeq2 for differential expression (DE) analysis. We constructed Random Forest (RF), Support Vector Machine (SVM), and Extreme Gradient Boosting (XGBoost) machine learning (ML) algorithms and comprehensive microbial profiles. RESULTS We detected no significant differences concerning alpha-diversity, but we revealed a biologically relevant separation between the two patient groups in beta-diversity. Actinomycetota was significantly overrepresented in patients with short PFS (vs long PFS, 36.7% vs. 5.4%, p < 0.001), as was Euryarchaeota (1.3% vs. 0.002%, p = 0.009), while Bacillota showed higher prevalence in the long PFS group (66.2% vs. 42.3%, p = 0.007), when comparing the abundance of corresponding RNA reads. Among the 120 significant DEGs identified, cluster analysis clearly separated a large set of genes more active in patients with short PFS and a smaller set of genes more active in long PFS patients. Protein Domain Families (PFAMs) were analyzed to identify pathways enriched in patient groups. Pathways related to DNA synthesis and Translesion were more enriched in short PFS patients, while metabolism-related pathways were more enriched in long PFS patients. E. coli-derived PFAMs dominated in patients with long PFS. RF, SVM and XGBoost ML models all confirmed the predictive power of our selected RNA-based microbial signature, with ROC AUCs all greater than 0.84. Multivariate Cox regression tested with clinical confounders PD-L1 expression and chemotherapy history underscored the influence of n = 6 key RNA biomarkers on PFS. CONCLUSION According to ML models specific gut microbiome MTR signatures' associate with ICI treated NSCLC outcomes. Specific gene clusters and taxa MTR gene expression might differentiate long vs short PFS.
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Affiliation(s)
- David Dora
- Department of Anatomy, Histology, and Embryology, Semmelweis University, Budapest, Hungary
| | - Peter Kiraly
- Pulmonology Hospital of Torokbalint, Torokbalint, Hungary
| | - Csenge Somodi
- Translational Medicine Institute, Semmelweis University, Tűzoltó Utca 37-47, 1094, Budapest, Hungary
| | - Balazs Ligeti
- Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary
| | - Edit Dulka
- Pulmonology Hospital of Torokbalint, Torokbalint, Hungary
| | | | - Zoltan Lohinai
- Translational Medicine Institute, Semmelweis University, Tűzoltó Utca 37-47, 1094, Budapest, Hungary.
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22
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Chen S, Chen W, Wang X, Liu S. Mendelian randomization analyses support causal relationships between gut microbiome and longevity. J Transl Med 2024; 22:1032. [PMID: 39548551 PMCID: PMC11568586 DOI: 10.1186/s12967-024-05823-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Accepted: 10/31/2024] [Indexed: 11/18/2024] Open
Abstract
BACKGROUND Gut microbiome plays a significant role in longevity, and dysbiosis is indeed one of the hallmarks of aging. However, the causal relationship between gut microbiota and human longevity or aging remains elusive. METHODS Our study assessed the causal relationships between gut microbiome and longevity using Mendelian Randomization (MR). Summary statistics for the gut microbiome were obtained from four genome-wide association study (GWAS) meta-analysis of the MiBioGen consortium (N = 18,340), Dutch Microbiome Project (N = 7738), German individuals (N = 8956), and Finland individuals (N = 5959). Summary statistics for Longevity were obtained from Five GWAS meta-analysis, including Human healthspan (N = 300,447), Longevity (N = 36,745), Lifespans (N = 1,012,240), Parental longevity (N = 389,166), and Frailty (one of the primary aging-linked physiological hallmarks, N = 175,226). RESULTS Our findings reveal several noteworthy associations, including a negative correlation between Bacteroides massiliensis and longevity, whereas the genus Subdoligranulum and Alistipes, as well as species Alistipes senegalensis and Alistipes shahii, exhibited positive associations with specific longevity traits. Moreover, the microbial pathway of coenzyme A biosynthesis I, pyruvate fermentation to acetate and lactate II, and pentose phosphate pathway exhibited positive associations with two or more traits linked to longevity. Conversely, the TCA cycle VIII (helicobacter) pathway consistently demonstrated a negative correlation with lifespan and parental longevity. CONCLUSIONS Our findings of this MR study indicated many significant associations between gut microbiome and longevity. These microbial taxa and pathways may potentially play a protective role in promoting longevity or have a suppressive effect on lifespan.
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Affiliation(s)
- Shu Chen
- Department of Pathology, The Seven Affiliated Hospital, Sun Yat-Sen University, Shenzhen, 518107, Guangdong, China
| | - Wei Chen
- Shenzhen Key Laboratory of Systems Medicine for Inflammatory Diseases, School of Medicine, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, Guangdong, China
| | - Xudong Wang
- Shenzhen Key Laboratory of Systems Medicine for Inflammatory Diseases, School of Medicine, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, Guangdong, China
| | - Sheng Liu
- Shenzhen Key Laboratory of Systems Medicine for Inflammatory Diseases, School of Medicine, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, Guangdong, China.
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23
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Zinkeng A, Taylor FL, Cheong SH, Song H, Merchant JL. Early Onset Colorectal Cancer: Molecular Underpinnings Accelerating Occurrence. Cell Mol Gastroenterol Hepatol 2024; 19:101425. [PMID: 39510499 PMCID: PMC11731505 DOI: 10.1016/j.jcmgh.2024.101425] [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: 07/28/2024] [Revised: 10/28/2024] [Accepted: 10/28/2024] [Indexed: 11/15/2024]
Abstract
The onset of colorectal cancer (CRC) in patients younger than 50 continues to rapidly increase. This study highlights the epidemiologic changes, risk factors, clinical characteristics, and molecular profiles prevalent in early onset CRC patients, and identifies key areas for future research. It has been noted that only a small fraction of early onset CRC cases is attributed to known hereditary mutations and fit the canonical pathway of late-onset colorectal cancer development. To highlight this, we review the genetic and epigenetic modifications specific to early onset CRC. We also discuss the synergetic effect of single-nucleotide polymorphisms and environmental factors on the early onset of CRC. Additionally, we discuss the potential of noninvasive biomarker assays to enhance early detection, screening, diagnosis, and prognostic outcome predictions.
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Affiliation(s)
- Atehkeng Zinkeng
- Medical Scientist Training Program, University of Arizona College of Medicine, Tucson, Arizona
| | | | | | | | - Juanita L Merchant
- Department of Medicine, University of Arizona College of Medicine, Tucson, Arizona.
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24
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Jiang ZL, Liu Y, Zhang CH, Chu T, Yang YL, Zhu YW, Wang Y, Liu YF, Zhang YX, Feng ZF, Ji XY, Wu DD. Emerging roles of hydrogen sulfide in colorectal cancer. Chem Biol Interact 2024; 403:111226. [PMID: 39237072 DOI: 10.1016/j.cbi.2024.111226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 08/12/2024] [Accepted: 09/02/2024] [Indexed: 09/07/2024]
Abstract
Hydrogen sulfide (H2S), an endogenous gasotransmitter, plays a key role in several critical physiological and pathological processes in vivo, including vasodilation, anti-infection, anti-tumor, anti-inflammation, and angiogenesis. In colorectal cancer (CRC), aberrant overexpression of H2S-producing enzymes has been observed. Due to the important role of H2S in the proliferation, growth, and death of cancer cells, H2S can serve as a potential target for cancer therapy. In this review, we thoroughly analyzed the underlying mechanism of action of H2S in CRC from the following aspects: the synthesis and catabolism of H2S in CRC cells and its effect on cell signal transduction pathways; the inhibition effects of exogenous H2S donors with different concentrations on the growth of CRC cells and the underlying mechanism of H2S in garlic and other natural products. Furthermore, we elucidate the expression characteristics of H2S in CRC and construct a comprehensive H2S-related signaling pathway network, which has important basic and practical significance for promoting the clinical research of H2S-related drugs.
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Affiliation(s)
- Zhi-Liang Jiang
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, School of Stomatology, Henan University, Kaifeng, Henan, 475004, China; School of Clinical Medicine, Henan University, Kaifeng, Henan, 475004, China
| | - Yi Liu
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, School of Stomatology, Henan University, Kaifeng, Henan, 475004, China; Kaifeng Key Laboratory of Periodontal Tissue Engineering, School of Stomatology, Henan University, Kaifeng, Henan, 475004, China
| | - Chuan-Hao Zhang
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, School of Stomatology, Henan University, Kaifeng, Henan, 475004, China; School of Clinical Medicine, Henan University, Kaifeng, Henan, 475004, China
| | - Ti Chu
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, School of Stomatology, Henan University, Kaifeng, Henan, 475004, China
| | - Yi-Lun Yang
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, School of Stomatology, Henan University, Kaifeng, Henan, 475004, China; Kaifeng Key Laboratory of Periodontal Tissue Engineering, School of Stomatology, Henan University, Kaifeng, Henan, 475004, China
| | - Yi-Wen Zhu
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, School of Stomatology, Henan University, Kaifeng, Henan, 475004, China; School of Clinical Medicine, Henan University, Kaifeng, Henan, 475004, China
| | - Yan Wang
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, School of Stomatology, Henan University, Kaifeng, Henan, 475004, China
| | - Ya-Fang Liu
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, School of Stomatology, Henan University, Kaifeng, Henan, 475004, China; Kaifeng Key Laboratory of Periodontal Tissue Engineering, School of Stomatology, Henan University, Kaifeng, Henan, 475004, China
| | - Yan-Xia Zhang
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, School of Stomatology, Henan University, Kaifeng, Henan, 475004, China
| | - Zhi-Fen Feng
- School of Nursing and Health, Henan University, Kaifeng, Henan, 475004, China.
| | - Xin-Ying Ji
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, School of Stomatology, Henan University, Kaifeng, Henan, 475004, China; Department of Medicine, Huaxian County People's Hospital, Anyang, Henan, 456400, China; Center for Molecular Medicine, Faculty of Basic Medical Subjects, Shu-Qing Medical College of Zhengzhou, Zhengzhou, Henan, 450064, China.
| | - Dong-Dong Wu
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, School of Stomatology, Henan University, Kaifeng, Henan, 475004, China; Kaifeng Key Laboratory of Periodontal Tissue Engineering, School of Stomatology, Henan University, Kaifeng, Henan, 475004, China; Department of Stomatology, Huaihe Hospital of Henan University, Kaifeng, Henan, 475000, China.
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25
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Pérez-Prieto I, Plaza-Florido A, Ubago-Guisado E, Ortega FB, Altmäe S. Physical activity, sedentary behavior and microbiome: A systematic review and meta-analysis. J Sci Med Sport 2024; 27:793-804. [PMID: 39048485 DOI: 10.1016/j.jsams.2024.07.003] [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: 05/16/2023] [Revised: 05/18/2024] [Accepted: 07/02/2024] [Indexed: 07/27/2024]
Abstract
BACKGROUND The effects of physical activity and sedentary behavior on human health are well known, however, the molecular mechanisms are poorly understood. Growing evidence points to physical activity as an important modulator of the composition and function of microbial communities, while evidence of sedentary behavior is scarce. We aimed to synthesize and meta-analyze the current evidence about the effects of physical activity and sedentary behavior on microbiome across different body sites and in different populations. METHODS A systematic search in PubMed, Web of Science, Scopus and Cochrane databases was conducted until September 2022. Random-effects meta-analyses including cross-sectional studies (active vs. inactive/athletes vs. non-athletes) or trials reporting the chronic effect of physical activity interventions on gut microbiome alpha-diversity in healthy individuals were performed. RESULTS Ninety-one studies were included in this systematic review. Our meta-analyses of 2632 participants indicated no consistent effect of physical activity on microbial alpha-diversity, although there seems to be a trend toward a higher microbial richness in athletes compared to non-athletes. Most of studies reported an increase in short-chain fatty acid-producing bacteria such as Akkermansia, Faecalibacterium, Veillonella or Roseburia in active individuals and after physical activity interventions. CONCLUSIONS Physical activity levels were positively associated with the relative abundance of short-chain fatty acid-producing bacteria. Athletes seem to have a richer microbiome compared to non-athletes. However, high heterogeneity between studies avoids obtaining conclusive information on the role of physical activity in microbial composition. Future multi-omics studies would enhance our understanding of the molecular effects of physical activity and sedentary behavior on the microbiome.
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Affiliation(s)
- Inmaculada Pérez-Prieto
- Department of Biochemistry and Molecular Biology I, Faculty of Sciences, University of Granada, Spain; Instituto de Investigación Biosanitaria ibs.GRANADA, Spain.
| | - Abel Plaza-Florido
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Spain; Pediatric Exercise and Genomics Research Center, UC Irvine School of Medicine, United States.
| | - Esther Ubago-Guisado
- Instituto de Investigación Biosanitaria ibs.GRANADA, Spain; Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Spain
| | - Francisco B Ortega
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Spain; CIBER de Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Granada, Spain; Faculty of Sport and Health Sciences, University of Jyväskylä, Finland.
| | - Signe Altmäe
- Department of Biochemistry and Molecular Biology I, Faculty of Sciences, University of Granada, Spain; Instituto de Investigación Biosanitaria ibs.GRANADA, Spain; Division of Obstetrics and Gynaecology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Huddinge, Stockholm, Sweden; Department of Gynaecology and Reproductive Medicine, Karolinska University Hospital, Huddinge, Stockholm, Sweden.
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26
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Bohm MS, Ramesh AV, Pierre JF, Cook KL, Murphy EA, Makowski L. Fecal microbial transplants as investigative tools in cancer. Am J Physiol Gastrointest Liver Physiol 2024; 327:G711-G726. [PMID: 39301964 PMCID: PMC11559651 DOI: 10.1152/ajpgi.00171.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Revised: 08/29/2024] [Accepted: 08/31/2024] [Indexed: 09/22/2024]
Abstract
The gut microbiome plays a critical role in the development, progression, and treatment of cancer. As interest in microbiome-immune-cancer interactions expands, the prevalence of fecal microbial transplant (FMT) models has increased proportionally. However, current literature does not provide adequate details or consistent approaches to allow for necessary rigor and experimental reproducibility. In this review, we evaluate key studies using FMT to investigate the relationship between the gut microbiome and various types of cancer. In addition, we will discuss the common pitfalls of these experiments and methods for improved standardization and validation as the field uses FMT with greater frequency. Finally, this review focuses on the impacts of the gut and extraintestinal microbes, prebiotics, probiotics, and postbiotics in cancer risk and response to therapy across a variety of tumor types.NEW & NOTEWORTHY The microbiome impacts the onset, progression, and therapy response of certain types of cancer. Fecal microbial transplants (FMTs) are an increasingly prevalent tool to test these mechanisms that require standardization by the field.
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Affiliation(s)
- Margaret S Bohm
- Department of Microbiology, Immunology, and Biochemistry, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, United States
| | - Arvind V Ramesh
- Division of Hematology and Oncology, Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, United States
| | - Joseph F Pierre
- Department of Nutritional Sciences, College of Agriculture and Life Science, The University of Wisconsin-Madison, Madison, Wisconsin, United States
| | - Katherine L Cook
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, United States
| | - E Angela Murphy
- Department of Pathology, Microbiology, and Immunology, School of Medicine, University of South Carolina, Columbia, South Carolina, United States
| | - Liza Makowski
- Department of Microbiology, Immunology, and Biochemistry, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, United States
- Division of Hematology and Oncology, Department of Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, United States
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Tennessee Health Science Center, Memphis, Tennessee, United States
- Center for Cancer Research, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, United States
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Yang C, Wusigale, You L, Li X, Kwok LY, Chen Y. Inflammation, Gut Microbiota, and Metabolomic Shifts in Colorectal Cancer: Insights from Human and Mouse Models. Int J Mol Sci 2024; 25:11189. [PMID: 39456970 PMCID: PMC11508446 DOI: 10.3390/ijms252011189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Revised: 10/09/2024] [Accepted: 10/13/2024] [Indexed: 10/28/2024] Open
Abstract
Colorectal cancer (CRC) arises from aberrant mutations in colorectal cells, frequently linked to chronic inflammation. This study integrated human gut metagenome analysis with an azoxymethane and dextran sulfate sodium-induced CRC mouse model to investigate the dynamics of inflammation, gut microbiota, and metabolomic profiles throughout tumorigenesis. The analysis of stool metagenome data from 30 healthy individuals and 40 CRC patients disclosed a significant escalation in both gut microbiota diversity and abundance in CRC patients compared to healthy individuals (p < 0.05). Marked structural disparities were identified between the gut microbiota of healthy individuals and those with CRC (p < 0.05), characterized by elevated levels of clostridia and diminished bifidobacteria in CRC patients (p < 0.05). In the mouse model, CRC mice exhibited distinct gut microbiota structures and metabolite signatures at early and advanced tumor stages, with subtle variations noted during the intermediate phase. Additionally, inflammatory marker levels increased progressively during tumor development in CRC mice, in contrast to their stable levels in healthy counterparts. These findings suggest that persistent inflammation might precipitate gut dysbiosis and altered microbial metabolism. Collectively, this study provides insights into the interplay between inflammation, gut microbiota, and metabolite changes during CRC progression, offering potential biomarkers for diagnosis. While further validation with larger cohorts is warranted, the data obtained support the development of CRC prevention and diagnosis strategies.
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Affiliation(s)
- Chengcong Yang
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education, Inner Mongolia Agricultural University, Hohhot 010018, China; (C.Y.); (W.); (L.Y.); (X.L.); (L.-Y.K.)
- Key Laboratory of Dairy Products Processing, Ministry of Agriculture and Rural Affairs, Hohhot 010018, China
- Inner Mongolia Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University, Hohhot 010018, China
| | - Wusigale
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education, Inner Mongolia Agricultural University, Hohhot 010018, China; (C.Y.); (W.); (L.Y.); (X.L.); (L.-Y.K.)
- Key Laboratory of Dairy Products Processing, Ministry of Agriculture and Rural Affairs, Hohhot 010018, China
- Inner Mongolia Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University, Hohhot 010018, China
| | - Lijun You
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education, Inner Mongolia Agricultural University, Hohhot 010018, China; (C.Y.); (W.); (L.Y.); (X.L.); (L.-Y.K.)
- Key Laboratory of Dairy Products Processing, Ministry of Agriculture and Rural Affairs, Hohhot 010018, China
- Inner Mongolia Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University, Hohhot 010018, China
| | - Xiang Li
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education, Inner Mongolia Agricultural University, Hohhot 010018, China; (C.Y.); (W.); (L.Y.); (X.L.); (L.-Y.K.)
- Key Laboratory of Dairy Products Processing, Ministry of Agriculture and Rural Affairs, Hohhot 010018, China
- Inner Mongolia Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University, Hohhot 010018, China
| | - Lai-Yu Kwok
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education, Inner Mongolia Agricultural University, Hohhot 010018, China; (C.Y.); (W.); (L.Y.); (X.L.); (L.-Y.K.)
- Key Laboratory of Dairy Products Processing, Ministry of Agriculture and Rural Affairs, Hohhot 010018, China
- Inner Mongolia Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University, Hohhot 010018, China
| | - Yongfu Chen
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education, Inner Mongolia Agricultural University, Hohhot 010018, China; (C.Y.); (W.); (L.Y.); (X.L.); (L.-Y.K.)
- Key Laboratory of Dairy Products Processing, Ministry of Agriculture and Rural Affairs, Hohhot 010018, China
- Inner Mongolia Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University, Hohhot 010018, China
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Löwenmark T, Köhn L, Kellgren T, Rosenbaum W, Bronnec V, Löfgren-Burström A, Zingmark C, Larsson P, Dahlberg M, Schroeder BO, Wai SN, Ljuslinder I, Edin S, Palmqvist R. Parvimonas micra forms a distinct bacterial network with oral pathobionts in colorectal cancer patients. J Transl Med 2024; 22:947. [PMID: 39420333 PMCID: PMC11487773 DOI: 10.1186/s12967-024-05720-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 10/01/2024] [Indexed: 10/19/2024] Open
Abstract
BACKGROUND Mounting evidence suggests a significant role of the gut microbiota in the development and progression of colorectal cancer (CRC). In particular, an over-representation of oral pathogens has been linked to CRC. The aim of this study was to further investigate the faecal microbial landscape of CRC patients, with a focus on the oral pathogens Parvimonas micra and Fusobacterium nucleatum. METHODS In this study, 16S rRNA sequencing was conducted using faecal samples from CRC patients (n = 275) and controls without pathological findings (n = 95). RESULTS We discovered a significant difference in microbial composition depending on tumour location and microsatellite instability (MSI) status, with P. micra, F. nucleatum, and Peptostreptococcus stomatis found to be more abundant in patients with MSI tumours. Moreover, P. micra and F. nucleatum were associated with a cluster of CRC-related bacteria including Bacteroides fragilis as well as with other oral pathogens such as P. stomatis and various Porphyromonas species. This cluster was distinctly different in the control group, suggesting its potential linkage with CRC. CONCLUSIONS Our results suggest a similar distribution of several CRC-associated bacteria within CRC patients, underscoring the importance of considering the concomitant presence of bacterial species in studies investigating the mechanisms of CRC development and progression.
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Affiliation(s)
- Thyra Löwenmark
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Linda Köhn
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Therese Kellgren
- Department of Mathematics and Mathematical Statistics, Umeå University, Umeå, Sweden
| | - William Rosenbaum
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Vicky Bronnec
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | | | - Carl Zingmark
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Pär Larsson
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Michael Dahlberg
- Department of Diagnostics and Intervention, Umeå University, Umeå, Sweden
| | | | - Sun Nyunt Wai
- Department of Molecular Biology, Umeå University, Umeå, Sweden
| | - Ingrid Ljuslinder
- Department of Diagnostics and Intervention, Umeå University, Umeå, Sweden
| | - Sofia Edin
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Richard Palmqvist
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden.
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29
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Ali Q, Ma S, Farooq U, Liu B, Wang Z, Sun H, Cui Y, Li D, Shi Y. Chronological dynamics of the gut microbiome in response to the pasture grazing system in geese. Microbiol Spectr 2024; 12:e0418823. [PMID: 39189756 PMCID: PMC11448393 DOI: 10.1128/spectrum.04188-23] [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: 12/12/2023] [Accepted: 07/21/2024] [Indexed: 08/28/2024] Open
Abstract
It is commonly accepted that dietary fibers are good for gut health. The effect of fibers on the diversity and metabolic activities of the cecal microflora, however, differ with the passage of time. Therefore, we investigated the time-series impacts of the pasture grazing system (a high dietary fiber source) on the cecal microbiome and short-chain fatty acids in Wanpu geese, comparing it to commercial feeding (a low dietary fiber source). The cecal microbiota composition and SCFA concentrations were evaluated by 16S rRNA gene sequencing and gas chromatography, respectively. We found that pasture produced a generally quick positive response to Bacteroidales, Lactobacillales, Gastranaerophilales (at 45 days), Lachnospirales, and Oscillospirales (at 60 days and 90 days) irrespective of Erysipelotrichales (at 45 days), Clostridia_UCG-014, RF39 (at 60 days), Christensenellales, and Peptostreptococcales-Tissierellales (at 90 days) in geese. Meanwhile, we found that Lactobacillales, Gastranaerophilales, Lachnospirales, and Oscillospirales were significantly correlated with short-chain fatty acids in pasture grazing geese. Indeed, the correlation of cecal microbiota with SCFAs led to altered microbial functions evinced by COG; KEGG pathway levels 1, 2, and 3; BugBase; and FAPROTAX databases. This study emphasizes the importance of dietary fiber sources in influencing beneficial impacts in regulating geese microbiota homeostasis and metabolic functions such as energy and lipid metabolism.IMPORTANCELow dietary fiber diet sources cause gut microbial and short-chain fatty acid alterations that lead to compromised animal health. The establishment of an artificial pasture grazing system at the expense of ryegrass is a good source of dietary fiber for geese. Our results described the importance of pasture in maintaining the gut microbiota, SCFAs, and potential microbial functions reported by COG; KEGG pathway levels 1, 2, and 3; BugBase; and FAPROTAX databases.
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Affiliation(s)
- Qasim Ali
- Department of Animal Nutrition and Feed Science, College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, China
| | - Sen Ma
- Department of Animal Nutrition and Feed Science, College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, China
- Henan Key Laboratory of Innovation and Utilization of Grassland Resources, Zhengzhou, China
- Henan Herbage Engineering Technology Research Center, Zhengzhou, China
| | - Umar Farooq
- Department of Poultry Science, University of Agriculture Faisalabad, Sub Campus Toba Tek Singh, Toba Tek Singh, Pakistan
| | - Boshuai Liu
- Department of Animal Nutrition and Feed Science, College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, China
- Henan Key Laboratory of Innovation and Utilization of Grassland Resources, Zhengzhou, China
- Henan Herbage Engineering Technology Research Center, Zhengzhou, China
| | - Zhichang Wang
- Department of Animal Nutrition and Feed Science, College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, China
- Henan Key Laboratory of Innovation and Utilization of Grassland Resources, Zhengzhou, China
- Henan Herbage Engineering Technology Research Center, Zhengzhou, China
| | - Hao Sun
- Department of Animal Nutrition and Feed Science, College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, China
- Henan Key Laboratory of Innovation and Utilization of Grassland Resources, Zhengzhou, China
- Henan Herbage Engineering Technology Research Center, Zhengzhou, China
| | - Yalei Cui
- Department of Animal Nutrition and Feed Science, College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, China
- Henan Key Laboratory of Innovation and Utilization of Grassland Resources, Zhengzhou, China
- Henan Herbage Engineering Technology Research Center, Zhengzhou, China
| | - Defeng Li
- Department of Animal Nutrition and Feed Science, College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, China
- Henan Key Laboratory of Innovation and Utilization of Grassland Resources, Zhengzhou, China
- Henan Herbage Engineering Technology Research Center, Zhengzhou, China
| | - Yinghua Shi
- Department of Animal Nutrition and Feed Science, College of Animal Science and Technology, Henan Agricultural University, Zhengzhou, China
- Henan Key Laboratory of Innovation and Utilization of Grassland Resources, Zhengzhou, China
- Henan Herbage Engineering Technology Research Center, Zhengzhou, China
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Faitova T, Coelho M, Da Cunha-Bang C, Ozturk S, Kartal E, Bork P, Seiffert M, Niemann CU. The diversity of the microbiome impacts chronic lymphocytic leukemia development in mice and humans. Haematologica 2024; 109:3237-3250. [PMID: 38721725 PMCID: PMC11443378 DOI: 10.3324/haematol.2023.284693] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 04/30/2024] [Indexed: 10/02/2024] Open
Abstract
The gut microbiota plays a critical role in maintaining a healthy human body and its dysregulation is associated with various diseases. In this study, we investigated the influence of gut microbiome diversity on the development of chronic lymphocytic leukemia (CLL). Analysis of stool samples from 59 CLL patients revealed individual and heterogeneous microbiome compositions, but allowed for grouping of patients according to their microbiome diversity. Interestingly, CLL patients with lower microbiome diversity and an enrichment of bacteria linked to poor health suffered from a more advanced or aggressive form of CLL. In the Eµ-TCL1 mouse model of CLL, we observed a faster course of disease when mice were housed in high hygiene conditions. Shotgun DNA sequencing of fecal samples showed that this was associated with a lower microbiome diversity which was dominated by Mucispirillum and Parabacteroides genera in comparison to mice kept under lower hygiene conditions. In conclusion, we applied taxonomic microbiome analyses to demonstrate a link between gut microbiome diversity and the clinical course of CLL in humans, as well as the development of CLL in mice. Our novel data serve as a basis for further investigations to decipher the pathological and mechanistic role of intestinal microbiota in CLL development.
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Affiliation(s)
| | - Mariana Coelho
- Department of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany; Faculty of Biosciences of the University of Heidelberg, Heidelberg
| | | | - Selcen Ozturk
- Department of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg
| | - Ece Kartal
- Structural and Computational Biology Unit, European Molecular Biology Laboratory (EMBL), Heidelberg
| | - Peer Bork
- Structural and Computational Biology Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany; Department of Bioinformatics, Biocenter, University of Wurzburg, Wurzburg, Germany; Yonsei Frontier Lab (YFL), Yonsei University, Seoul, South Korea; Max Delbruck Center for Molecular Medicine, Berlin
| | - Martina Seiffert
- Department of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg. m.seiffert@dkfzheidelberg
| | - Carsten U Niemann
- Department of Hematology, Rigshospitalet, Copenhagen, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen.
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31
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Flory M, Bravo P, Alam A. Impact of gut microbiota and its metabolites on immunometabolism in colorectal cancer. IMMUNOMETABOLISM (COBHAM, SURREY) 2024; 6:e00050. [PMID: 39624362 PMCID: PMC11608621 DOI: 10.1097/in9.0000000000000050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Accepted: 10/17/2024] [Indexed: 01/25/2025]
Abstract
Colorectal cancer (CRC) is highly prevalent, accounting for approximately one-tenth of cancer cases and deaths globally. It stands as the second most deadly and third most common cancer type. Although the gut microbiota has been implicated in CRC carcinogenesis for the last several decades, it remains one of the least understood risk factors for CRC development, as the gut microbiota is highly diverse and variable. Many studies have uncovered unique microbial signatures in CRC patients compared with healthy matched controls, with variations dependent on patient age, disease stage, and location. In addition, mechanistic studies revealed that tumor-associated bacteria produce diverse metabolites, proteins, and macromolecules during tumor development and progression in the colon, which impact both cancer cells and immune cells. Here, we summarize microbiota's role in tumor development and progression, then we discuss how the metabolic alterations in CRC tumor cells, immune cells, and the tumor microenvironment result in the reprogramming of activation, differentiation, functions, and phenotypes of immune cells within the tumor. Tumor-associated microbiota also undergoes metabolic adaptation to survive within the tumor environment, leading to immune evasion, accumulation of mutations, and impairment of immune cells. Finally, we conclude with a discussion on the interplay between gut microbiota, immunometabolism, and CRC, highlighting a complex interaction that influences cancer development, progression, and cancer therapy efficacy.
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Affiliation(s)
- Madison Flory
- Department of Microbiology, Immunology and Molecular Genetics, University of Kentucky, Lexington, KY, USA
| | - Paloma Bravo
- Department of Biology, Carleton College, Northfield, MN, USA
| | - Ashfaqul Alam
- Department of Microbiology, Immunology and Molecular Genetics, University of Kentucky, Lexington, KY, USA
- Markey Cancer Center, University of Kentucky, Lexington, KY, USA
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32
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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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Faris C, Cuaranta A, Abdelmasseh M, Finley R, Payne B, Gorka A, Sanabria J. Incidence and Dynamics of CRC Stage Migration: A Regional vs. a National Analysis. Cancers (Basel) 2024; 16:3245. [PMID: 39409867 PMCID: PMC11482524 DOI: 10.3390/cancers16193245] [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: 08/12/2024] [Revised: 09/19/2024] [Accepted: 09/20/2024] [Indexed: 10/20/2024] Open
Abstract
BACKGROUND/OBJECTIVES Due to an increased rate of surveillance colonoscopy, we aim to determine the impact of stage migration on the incidence and overall survival (OS) of patients who underwent pathological staging of colorectal cancer (CRC) at our Health Network System. METHODS Two datasets were included: subjects from the tumor registry at a regional Comprehensive Cancer Center (n = 1385) and subjects from the Surveillance, Epidemiology, and End Results (SEER) national database (n = 202,391). RESULTS A significant increase in the diagnosis of CRC Stage 1 and 4 was observed, with a decrease in stage 2, and no change in Stage 3 in the National datasets (p < 0.01). There was an increase in Stage 4 CRC diagnosis, with a concurrent decrease in stage 2, and no changes in stages 1 and 3 in the regional dataset (p < 0.05). OS followed the expected and progressive decrease in OS by stage (from 1 to 4, p < 0.01). CONCLUSIONS The present findings confirmed CRC stage migration in our Health Network System, along with a national trend conducive to an increased OS for early CRC stages.
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Affiliation(s)
- Carol Faris
- Department of Surgery, Marshall University School of Medicine (MUSOM), Huntington, WV 25701, USA; (A.C.); (M.A.); (R.F.); (B.P.); (A.G.)
| | | | | | | | | | | | - Juan Sanabria
- Department of Surgery, Marshall University School of Medicine (MUSOM), Huntington, WV 25701, USA; (A.C.); (M.A.); (R.F.); (B.P.); (A.G.)
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Bai B, Tuerxun G, Tuerdi A, Maimaiti R, Sun Y, Abudukerimu A. Analysis of vaginal flora diversity and study on the role of Porphyromonas asaccharolytica in promoting IL-1β in regulating cervical cancer. Sci Rep 2024; 14:21731. [PMID: 39289490 PMCID: PMC11408518 DOI: 10.1038/s41598-024-73146-9] [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: 04/10/2024] [Accepted: 09/13/2024] [Indexed: 09/19/2024] Open
Abstract
Cervical cancer, a prevalent malignancy in the female reproductive tract, exhibits a high incidence. Existing evidence indicates a robust correlation between alterations in vaginal flora composition and the progression of cervical cancer. Nevertheless, there is a lack of clarity concerning the specific microorganisms within the vaginal microbiota that are linked to the onset and development of cervical cancer, as well as the mechanisms through which they exert carcinogenic effects. The 16 S ribosomal (rRNA) and metagenomic sequencing technology were used to analyze vaginal microorganisms, and screening for human papillomavirus (HPV) positive cervical cancer-associated microbial markers using fold change in mean bacterial abundance. Moreover, vaginal microenvironmental factors were detected, and the local vaginal inflammatory state in patients with cervical cancer was subjected to assay via qRT-PCR and ELISA. The hub inflammatory genes were screened by transcriptome sequencing after co-culture of bacteria and normal cervical epithelial cells, and an in vitro model was utilized to assess the impacts of inflammatory factors on cervical cancer. Both cervical cancer patients and HPV-positive patients showed significant changes in the composition of the vaginal flora, characterised by a decrease in the abundance of Lactobacillus and an increase in the abundance of a variety of anaerobic bacteria; The microbial sequencing identified Porphyromonas, Porphyromonas_asaccharolytica, and Porphyromonas_uenonis as microbial markers for HPV-associated cervical cancer. Vaginal inflammatory factors in patients with cervical cancer were overexpressed. After Porphyromonas_asaccharolytica intervention on cervical epithelial H8 cells, interleukin (IL)-1β, a hub differential gene, markedly promoted tumor-associated biological behaviors at the in vitro cytological level in cervical cancer. This study for the first demonstrated that Porphyromonas, Porphyromonas_asaccharolytica, and Porphyromonas_uenonis could serve as novel microbial markers for cervical cancer. Moreover, Porphyromonas_asaccharolytica was identified as having the ability to induce the overexpression of inflammatory genes in cervical epithelial cells to create a favorable microenvironment for the onset and development of cervical cancer. The effects of dysbacteriosis on cervical cancer were microbiologically elucidated.
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Affiliation(s)
- Bing Bai
- School of Basic Medical Sciences, Xinjiang Medical University, Urumqi, 830017, China
| | - Gulixian Tuerxun
- Xinjiang Medical University Cancer Hospital, Urumqi, 830000, China
| | - Awahan Tuerdi
- Urumqi Shayibake District Maternal and Child Health Service Centre, Urumqi, 830000, China
| | | | - Yuping Sun
- Department of Microbiology, School of Basic Medical Sciences, Xinjiang Medical University, Urumqi, 830017, China.
- Key Laboratory of Xinjiang Uygur Autonomous Region, Laboratory of Molecular Biology of Endemic Diseases, Urumqi, 830017, China.
- State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Urumqi, 830017, China.
| | - Azierguli Abudukerimu
- Department of Microbiology, School of Basic Medical Sciences, Xinjiang Medical University, Urumqi, 830017, China.
- Key Laboratory of Xinjiang Uygur Autonomous Region, Laboratory of Molecular Biology of Endemic Diseases, Urumqi, 830017, China.
- State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Urumqi, 830017, China.
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Liu G, Su L, Kong C, Huang L, Zhu X, Zhang X, Ma Y, Wang J. Improved diagnostic efficiency of CRC subgroups revealed using machine learning based on intestinal microbes. BMC Gastroenterol 2024; 24:315. [PMID: 39289618 PMCID: PMC11409688 DOI: 10.1186/s12876-024-03408-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 09/09/2024] [Indexed: 09/19/2024] Open
Abstract
BACKGROUND Colorectal cancer (CRC) is a common cancer that causes millions of deaths worldwide each year. At present, numerous studies have confirmed that intestinal microbes play a crucial role in the process of CRC. Additionally, studies have shown that CRC can be divided into several consensus molecular subtypes (CMS) based on tumor gene expression, and CRC microbiomes have been reported related to CMS. However, most previous studies on intestinal microbiome of CRC have only compared patients with healthy controls, without classifying of CRC patients based on intestinal microbial composition. RESULTS In this study, a CRC cohort including 339 CRC samples and 333 healthy controls was selected as the discovery set, and the CRC samples were divided into two subgroups (234 Subgroup1 and 105 Subgroup2) using PAM clustering algorithm based on the intestinal microbial composition. We found that not only the microbial diversity was significantly different (Shannon index, p-value < 0.05), but also 129 shared genera altered (p-value < 0.05) between the two CRC subgroups, including several marker genera in CRC, such as Fusobacterium and Bacteroides. A random forest algorithm was used to construct diagnostic models, which showed significantly higher efficiency when the CRC samples were divided into subgroups. Then an independent cohort including 187 CRC samples (divided into 153 Subgroup1 and 34 Subgroup2) and 123 healthy controls was chosen to validate the models, and confirmed the results. CONCLUSIONS These results indicate that the divided CRC subgroups can improve the efficiency of disease diagnosis, with various microbial composition in the subgroups.
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Affiliation(s)
- Guang Liu
- School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, China
- Guangdong Hongyuan Pukang Medical Technology Co, Ltd, Guangzhou, 510000, China
| | - Lili Su
- School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, China
- Guangdong Hongyuan Pukang Medical Technology Co, Ltd, Guangzhou, 510000, China
| | - Cheng Kong
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Liang Huang
- Guangdong Provincial Hospital of Traditional Chinese Medicine, Guangzhou, 510000, China
| | - Xiaoyan Zhu
- School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, China
| | - Xuanping Zhang
- School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, China
| | - Yanlei Ma
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, 200032, China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China.
| | - Jiayin Wang
- School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, China.
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36
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Del Pinto R, Ferri C, Giannoni M, Cominelli F, Pizarro TT, Pietropaoli D. Meta-analysis of oral microbiome reveals sex-based diversity in biofilms during periodontitis. JCI Insight 2024; 9:e171311. [PMID: 39253976 PMCID: PMC11385077 DOI: 10.1172/jci.insight.171311] [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: 04/07/2023] [Accepted: 07/25/2024] [Indexed: 09/11/2024] Open
Abstract
Sex is an often overlooked, yet compulsory, biological variable when performing biomedical research. Periodontitis is a common yet progressively debilitating chronic inflammatory disorder affecting the tissues supporting teeth that ultimately leads to tooth loss if left untreated. The incidence of periodontitis is sex biased, with increased prevalence in males compared with females but with unknown etiology. We performed a sex-specific meta-analysis using publicly available oral microbiome data from different sampling sites of patients with periodontitis and periodontally healthy controls; sex balance was established for each periodontal health condition. Our results show sex-based diversity in oral biofilms of individuals with periodontitis but not in their saliva, with increased abundance of several periodontal pathogens in subgingival plaques from females compared with males. We devised a quantitative measure, uniquely defined as the Microsexome Index (MSI), which indicates that sexual dimorphism in subgingival bacterial composition is a distinct feature of reduced microbial diversity during periodontitis but not under healthy conditions. In addition, we found that smoking exacerbates microsexome diversity in supragingival biofilms, particularly during periodontitis. Taken together, we provide insights regarding sex-based diversity in periodontitis, a disease with multiorgan associations, and provide the rationale for further mechanistic, diagnostic, and therapeutic studies.
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Affiliation(s)
- Rita Del Pinto
- San Salvatore Hospital, Department of Clinical Medicine, Public Health, Life and Environmental Sciences, University of L’Aquila, L’Aquila, Italy
- Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
- Oral DISeases and SYstemic interactions study group (ODISSY group), L’Aquila, Italy (detailed in Supplemental Acknowledgments)
| | - Claudio Ferri
- San Salvatore Hospital, Department of Clinical Medicine, Public Health, Life and Environmental Sciences, University of L’Aquila, L’Aquila, Italy
- Oral DISeases and SYstemic interactions study group (ODISSY group), L’Aquila, Italy (detailed in Supplemental Acknowledgments)
| | - Mario Giannoni
- Oral DISeases and SYstemic interactions study group (ODISSY group), L’Aquila, Italy (detailed in Supplemental Acknowledgments)
- Center of Oral Diseases, Prevention and Translational Research, Dental Clinic, Department of Clinical Medicine, Public Health, Life and Environmental Sciences, University of L’Aquila, L’Aquila, Italy
| | - Fabio Cominelli
- Department of Medicine, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Theresa T. Pizarro
- Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Davide Pietropaoli
- Oral DISeases and SYstemic interactions study group (ODISSY group), L’Aquila, Italy (detailed in Supplemental Acknowledgments)
- Center of Oral Diseases, Prevention and Translational Research, Dental Clinic, Department of Clinical Medicine, Public Health, Life and Environmental Sciences, University of L’Aquila, L’Aquila, Italy
- Department of Medicine, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
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Swarte JC, Zhang S, Nieuwenhuis LM, Gacesa R, Knobbe TJ, De Meijer VE, Damman K, Verschuuren EAM, Gan TC, Fu J, Zhernakova A, Harmsen HJM, Blokzijl H, Bakker SJL, Björk JR, Weersma RK. Multiple indicators of gut dysbiosis predict all-cause and cause-specific mortality in solid organ transplant recipients. Gut 2024; 73:1650-1661. [PMID: 38955400 DOI: 10.1136/gutjnl-2023-331441] [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: 11/01/2023] [Accepted: 05/12/2024] [Indexed: 07/04/2024]
Abstract
OBJECTIVE Gut microbiome composition is associated with multiple diseases, but relatively little is known about its relationship with long-term outcome measures. While gut dysbiosis has been linked to mortality risk in the general population, the relationship with overall survival in specific diseases has not been extensively studied. In the current study, we present results from an in-depth analysis of the relationship between gut dysbiosis and all-cause and cause-specific mortality in the setting of solid organ transplant recipients (SOTR). DESIGN We analysed 1337 metagenomes derived from faecal samples of 766 kidney, 334 liver, 170 lung and 67 heart transplant recipients part of the TransplantLines Biobank and Cohort-a prospective cohort study including extensive phenotype data with 6.5 years of follow-up. To analyze gut dysbiosis, we included an additional 8208 metagenomes from the general population of the same geographical area (northern Netherlands). Multivariable Cox regression and a machine learning algorithm were used to analyse the association between multiple indicators of gut dysbiosis, including individual species abundances, and all-cause and cause-specific mortality. RESULTS We identified two patterns representing overall microbiome community variation that were associated with both all-cause and cause-specific mortality. The gut microbiome distance between each transplantation recipient to the average of the general population was associated with all-cause mortality and death from infection, malignancy and cardiovascular disease. A multivariable Cox regression on individual species abundances identified 23 bacterial species that were associated with all-cause mortality, and by applying a machine learning algorithm, we identified a balance (a type of log-ratio) consisting of 19 out of the 23 species that were associated with all-cause mortality. CONCLUSION Gut dysbiosis is consistently associated with mortality in SOTR. Our results support the observations that gut dysbiosis is associated with long-term survival. Since our data do not allow us to infer causality, more preclinical research is needed to understand mechanisms before we can determine whether gut microbiome-directed therapies may be designed to improve long-term outcomes.
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Affiliation(s)
- J Casper Swarte
- Gastroenterology and Hepatology, University Medical Centre, Groningen, Netherlands
| | - Shuyan Zhang
- Gastroenterology and Hepatology, University Medical Centre, Groningen, Netherlands
| | | | - Ranko Gacesa
- Gastroenterology and Hepatology, University Medical Centre, Groningen, Netherlands
- Department of Genetics, University of Groningen, University Medical Center, Groningen, Netherlands
| | - Tim J Knobbe
- University Medical Centre, Groningen, Netherlands
| | | | - Kevin Damman
- University Medical Centre, Groningen, Netherlands
| | | | - Tji C Gan
- University Medical Centre, Groningen, Netherlands
| | - Jingyuan Fu
- Department of Genetics, University Medical Center, Groningen, Netherlands
- Department of Pediatrics, University Medical Center, Groningen, Netherlands
| | | | - Hermie J M Harmsen
- Medical Microbiology, University of Groningen, University Medical Center, Groningen, Netherlands
| | | | | | - Johannes R Björk
- Gastroenterology and Hepatology, University Medical Centre, Groningen, Netherlands
| | - Rinse K Weersma
- Gastroenterology and Hepatology, University Medical Centre, Groningen, Netherlands
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Xiang L, Zhuo S, Luo W, Tian C, Xu S, Li X, Zhu Y, Feng R, Chen M. Decoding polyphenol metabolism in patients with Crohn's disease: Insights from diet, gut microbiota, and metabolites. Food Res Int 2024; 192:114852. [PMID: 39147529 DOI: 10.1016/j.foodres.2024.114852] [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: 05/31/2024] [Revised: 07/12/2024] [Accepted: 07/26/2024] [Indexed: 08/17/2024]
Abstract
Crohn's disease (CD) is a chronic and progressive inflammatory disease that can involve any part of the gastrointestinal tract. The protective role of dietary polyphenols has been documented in preclinical models of CD. Gut microbiota mediates the metabolism of polyphenols and affects their bioactivity and physiological functions. However, it remains elusive the capacity of microbial polyphenol metabolism in CD patients and healthy controls (HCs) along with its correlation with polyphenols intake and polyphenol-derived metabolites. Thus, we aimed to decode polyphenol metabolism in CD patients through aspects of diet, gut microbiota, and metabolites. Dietary intake analysis revealed that CD patients exhibited decreased intake of polyphenols. Using metagenomic data from two independent clinical cohorts (FAH-SYSU and PRISM), we quantified abundance of polyphenol degradation associated bacteria and functional genes in CD and HCs and observed a lower capacity of flavonoids degradation in gut microbiota residing in CD patients. Furthermore, through analysis of serum metabolites and enterotypes in participants of FAH-SYSU cohort, we observed that CD patients exhibited reduced levels of serum hippuric acid (HA), one of polyphenol-derived metabolites. HA level was higher in healthier enterotypes (characterized by dominance of Ruminococcaceae and Prevotellaceae, dominant by HCs) and positively correlated with multiple polyphenols intake and abundance of bacteria engaged in flavonoids degradation as well as short-chain fatty acid production, which could serve as a biomarker for effective polyphenol metabolism by the gut microbiota and a healthier gut microbial community structure. Overall, our findings provide a foundation for future work exploring the polyphenol-based or microbiota-targeted therapeutic strategies in CD.
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Affiliation(s)
- Liyuan Xiang
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China; Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China
| | - Shuyu Zhuo
- Department of Nutrition, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China
| | - Wanrong Luo
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China
| | - Chunyang Tian
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China
| | - Shu Xu
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China
| | - Xiaozhi Li
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China
| | - Yijun Zhu
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China.
| | - Rui Feng
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China; Department of Gastroenterology, Guangxi Hospital Division of The First Affiliated Hospital, Sun Yat-sen University, Nanning 530022, China.
| | - Minhu Chen
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China.
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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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40
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Xu J, Li P, Li Z, Liu S, Guo H, Lesser CF, Ke J, Zhao W, Mou X. Gut bacterial type III secretion systems aggravate colitis in mice and serve as biomarkers of Crohn's disease. EBioMedicine 2024; 107:105296. [PMID: 39216231 PMCID: PMC11402190 DOI: 10.1016/j.ebiom.2024.105296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Revised: 08/03/2024] [Accepted: 08/06/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Mesenteric adipose tissue (mAT) hyperplasia, known as creeping fat, is a pathologic characteristic of Crohn's disease (CD). In our previously reported cohort, we observed that Achromobacter pulmonis was the most abundant and prevalent bacteria cultivated from creeping fat. METHODS A whole genomic sequencing and identification of T3SS orthologs of mAT-derived A. pulmonis were used. A functional type III secretion system (T3SS) mediated the pathogenic potential of A. pulmonis in vitro and in mouse colitis model. Furthermore, a T3SS Finder pipeline was introduced to evaluate gut bacterial T3SS orthologs in the feces of CD patients, ulcerative colitis and colorectal cancer patients. FINDINGS Here, we reveal that mAT-derived A. pulmonis possesses a functional T3SS, aggravates colitis in mice via T3SS, and exhibits T3SS-dependent cytotoxicity via a caspase-independent mechanism in macrophages and epithelial cells, which demonstrated the pathogenic potential of the T3SS-harboring A. pulmonis. Metagenomic analyses demonstrate an increased abundance of Achromobacter in the fecal of Crohn's disease patients compared to healthy controls. A comprehensive comparison of total microbial vT3SS abundance in various intestine diseases demonstrated that the specific enrichment of vT3SS genes was shown in fecal samples of CD, neither ulcerative colitis nor colorectal cancer patients, and ten T3SS gene-based biomarkers for CD were discovered and validated in a newly recruited CD cohort. Furthermore, treatment with exclusive enteral nutrition (EEN), an intervention that improves CD patient symptomatology, was found associated with a significant reduction in the prevalence of T3SS genes in fecal samples. INTERPRETATION These findings highlight the pathogenic significance of T3SSs in the context of CD and identify specific T3SS genes that could potentially function as biomarkers for diagnosing and monitoring the clinical status of CD patients. FUNDING This work is supported by the National Key Research and Development Program of China (2020YFA0907800), the China Postdoctoral Science Foundation (2023M744089), the National Natural Science Foundation of China (32000096), the Shenzhen Science and Technology Programs (KQTD20200820145822023, RCIC20231211085944057, and ZDSYS20220606100803007), National Key Clinical Discipline, Guangdong Provincial Clinical Research Center for Digestive Diseases (2020B1111170004), Qingfeng Scientific Research Fund of the China Crohn's & Colitis Foundation (CCCF) (CCCF-QF-2022B71-1), and the Sixth Affiliated Hospital, Sun Yat-sen University Clinical Research 1010 Program 1010CG(2023)-08. These funding provided well support for this research work, which involved data collection, analysis, interpretation, patient recruitment and so on.
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Affiliation(s)
- Jun Xu
- Shenzhen Key Laboratory of Systems Medicine for Inflammatory Diseases, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Shenzhen, Guangdong 518107, China
| | - Peijie Li
- Shenzhen Key Laboratory of Systems Medicine for Inflammatory Diseases, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Shenzhen, Guangdong 518107, China
| | - Zhenye Li
- Shenzhen Key Laboratory of Systems Medicine for Inflammatory Diseases, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Shenzhen, Guangdong 518107, China
| | - Sheng Liu
- Shenzhen Key Laboratory of Systems Medicine for Inflammatory Diseases, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Shenzhen, Guangdong 518107, China
| | - Huating Guo
- Shenzhen Key Laboratory of Systems Medicine for Inflammatory Diseases, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Shenzhen, Guangdong 518107, China
| | - Cammie F Lesser
- Center for Bacterial Pathogenesis, Division of Infectious Diseases, Department of Medicine, Massachusetts General Hospital, Boston, MA 02115, USA; Department of Microbiology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Jia Ke
- Department of General Surgery (Intestinal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510655, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510655, China; Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510655, China.
| | - Wenjing Zhao
- Shenzhen Key Laboratory of Systems Medicine for Inflammatory Diseases, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Shenzhen, Guangdong 518107, China.
| | - Xiangyu Mou
- Shenzhen Key Laboratory of Systems Medicine for Inflammatory Diseases, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Shenzhen, Guangdong 518107, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong 510655, China.
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Li C, Shu P, Shi T, Chen Y, Mei P, Zhang Y, Wang Y, Du X, Wang J, Zhang Y, Liu B, Sheng Z, Chan S, Dan Z. Predicting the potential deterioration of Barrett's esophagus based on gut microbiota: a Mendelian randomization analysis. Mamm Genome 2024; 35:399-413. [PMID: 38886201 DOI: 10.1007/s00335-024-10042-7] [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: 12/09/2023] [Accepted: 05/14/2024] [Indexed: 06/20/2024]
Abstract
Esophageal adenocarcinoma (EAC) is one of the most malignant tumors in the digestive system. To make thing worse, the scarcity of treatment options is disheartening. However, if detected early, there is a possibility of reversing the condition. Unfortunately, there is still a lack of relevant early screening methods. Considering that Barrett's esophagus (BE), a precursor lesion of EAC, has been confirmed as the only known precursor of EAC. Analyzing which BE cases will progress to EAC and understanding the processes and mechanisms involved is of great significance for early screening of such patients. Considering the significant alterations in the gut microbiota of patients with BE and its potential role in the progression to EAC, this study aims to analyze the relationship between BE, EAC, and GM to identify potential diagnostic biomarkers and therapeutic targets. This study utilized comprehensive statistical data on gut microbiota from a large-scale genome-wide association meta-analysis conducted by the MiBioGen consortium (n = 18,340). Subsequently, we selected a set of single nucleotide polymorphisms (SNPs) that fell below the genome-wide significance threshold (1 × 10-5) as instrumental variables. To investigate the causal relationship between gut microbiota and BE and EAC, we employed various MR analysis methods, including Inverse Variance Weighting (IVW), MR-Egger regression, weighted median (WM), and weighted mean. Additionally, we assessed the level of pleiotropy, heterogeneity, and stability of genetic variations through MR-Egger intercept test, MR-PRESSO, Cochran's Q test, and "leave-one-out" sensitivity analysis. Furthermore, we conducted reverse MR analysis to identify the causal relationships between gut microbiota and BE and EAC. The results from the Inverse Variance-Weighted (IVW) analysis indicate that Alistipes (P = 4.86 × 10-2), Lactobacillus (P = 2.11 × 10-2), Prevotella 7 (P = 4.28 × 10-2), and RuminococcaceaeUCG004 (P = 4.34 × 10-2) are risk factors for Barrett's esophagus (BE), while Flavonifractor (P = 8.81 × 10-3) and RuminococcaceaeUCG004 (P = 4.99 × 10-2) are risk factors for esophageal adenocarcinoma (EAC). On the other hand, certain gut microbiota genera appear to have a protective effect against both BE and EAC. These include Eubacterium (nodatum group) (P = 4.51 × 10-2), Holdemania (P = 1.22 × 10-2), and Lactococcus (P = 3.39 × 10-2) in the BE cohort, as well as Eubacterium (hallii group) (P = 4.07 × 10-2) and Actinomyces (P = 3.62 × 10-3) in the EAC cohort. According to the results of reverse MR analysis, no significant causal effects of BE and EAC on gut microbiota were observed. Furthermore, no significant heterogeneity or pleiotropy was detected in the instrumental variables. We have established a causal relationship between the gut microbiota and BE and EAC. This study holds profound significance for screening BE patients who may be at risk of deterioration, as it can provide them with timely medical interventions to reverse the condition.
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Affiliation(s)
- Conghan Li
- First Clinical Medical College (First Affiliated Hospital), Anhui Medical University, 81 Meishan Road, Hefei, 230032, China
| | - Panyin Shu
- State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 37 Guoxue Lane, Wuhou District, Chengdu, Sichuan Province, 610041, China
| | - Taiyu Shi
- First Clinical Medical College (First Affiliated Hospital), Anhui Medical University, 81 Meishan Road, Hefei, 230032, China
| | - Yuerong Chen
- First Clinical Medical College (First Affiliated Hospital), Anhui Medical University, 81 Meishan Road, Hefei, 230032, China
| | - Ping Mei
- Department of Radiology, Anqing Municipal Hospital, Anqing, Anhui Province, 246000, China
| | - Yizhong Zhang
- College of Anesthesia, Wannan Medical College, No. 22 Wenchang West Road, Yijiang District, Wuhu City, 241002, Anhui, China
| | - Yan Wang
- College of Life Sciences, Anhui Medical University, 81 Meishan Road, Hefei, 230032, China
| | - Xinyan Du
- First Clinical Medical College (First Affiliated Hospital), Anhui Medical University, 81 Meishan Road, Hefei, 230032, China
| | - Jianning Wang
- First Clinical Medical College (First Affiliated Hospital), Anhui Medical University, 81 Meishan Road, Hefei, 230032, China
| | - Yixin Zhang
- First Clinical Medical College (First Affiliated Hospital), Anhui Medical University, 81 Meishan Road, Hefei, 230032, China
| | - Bin Liu
- First Clinical Medical College (First Affiliated Hospital), Anhui Medical University, 81 Meishan Road, Hefei, 230032, China
| | - Zhijin Sheng
- Department of Physical Education, College of Humanistic Medicine, Anhui Medical University, Hefei, Anhui, China.
| | - Shixin Chan
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, No. 218, Jixi Road, Shushan District, Hefei, 230032, China.
| | - Zhangyong Dan
- Laboratory of Molecular Biology, Department of Biochemistry, Anhui Medical University, 81 Meishan Road, Hefei, 230032, Anhui, China.
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Urback AL, Martens K, McMurry HS, Chen EY, Citti C, Sharma A, Kardosh A, Shatzel JJ. Serum ferritin and the risk of early-onset colorectal cancer. World J Gastrointest Oncol 2024; 16:3496-3506. [PMID: 39171163 PMCID: PMC11334048 DOI: 10.4251/wjgo.v16.i8.3496] [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: 03/20/2024] [Revised: 05/14/2024] [Accepted: 06/11/2024] [Indexed: 08/07/2024] Open
Abstract
BACKGROUND The incidence of early-onset colorectal cancer (EO-CRC) is rising in the United States, and is often diagnosed at advanced stages. Low serum ferritin is often incidentally discovered in young adults, however, the indication for endoscopy in EO-CRC is unclear. AIM To compare serum ferritin between patients with EO-CRC and healthy controls (HCs), and examine the association of serum ferritin in EO-CRC with patient- and disease-specific characteristics. METHODS A retrospective study of patients < 50 years with newly-diagnosed EO-CRC was conducted from 1/2013-12/2023. Patients were included if serum ferritin was measured within 2 years prior to 1 year following CRC histologic diagnosis. To supplement the analysis, a cohort of HCs meeting similar inclusion and exclusion criteria were identified for comparison. A sensitivity analysis including only patients with serum ferritin obtained at or before diagnosis was separately performed to minimize risk of confounding. RESULTS Among 85 patients identified with EO-CRC (48 females), the median serum ferritin level was 26 ng/mL (range < 1-2759 ng/mL). Compared to HCs (n = 80211), there were a higher proportion of individuals with EO-CRC with serum ferritin < 20 ng/mL (female 65%, male 40%) versus HCs (female 32.1%, male 7.2%) age 29-39 years (P = 0.002 and P < 0.00001, respectively). Stage IV disease was associated with significantly higher serum ferritin compared to less advanced stages (P < 0.001). Serum ferritin obtained before or at the time of diagnosis was lower than levels obtained after diagnosis. Similar findings were confirmed in the sensitivity analysis. CONCLUSION Severe iron deficiency may indicate an increased risk of EO-CRC, particularly at earlier stages. Further studies defining the optimal serum ferritin threshold and routine incorporation of serum ferritin in screening algorithms is essential to develop more effective screening strategies for EO-CRC.
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Affiliation(s)
- Adam L Urback
- Division of Internal Medicine, Oregon Health & Science University, Portland, OR 97239, United States
| | - Kylee Martens
- Division of Hematology and Medical Oncology, Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, United States
| | - Hannah Stowe McMurry
- Division of Hematology and Medical Oncology, Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, United States
| | - Emerson Y Chen
- Division of Hematology and Medical Oncology, Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, United States
| | - Caitlin Citti
- Division of Gastroenterology & Hepatology, Oregon Health & Science University, Portland, OR 97239, United States
| | - Anil Sharma
- Division of Gastroenterology & Hepatology, Oregon Health & Science University, Portland, OR 97239, United States
| | - Adel Kardosh
- Division of Hematology and Medical Oncology, Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, United States
| | - Joseph J Shatzel
- Division of Hematology and Medical Oncology, Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, United States
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Su ACY, Ding X, Lau HCH, Kang X, Li Q, Wang X, Liu Y, Jiang L, Lu Y, Liu W, Ding Y, Cheung AHK, To KF, Yu J. Lactococcus lactis HkyuLL 10 suppresses colorectal tumourigenesis and restores gut microbiota through its generated alpha-mannosidase. Gut 2024; 73:1478-1488. [PMID: 38599786 PMCID: PMC11347254 DOI: 10.1136/gutjnl-2023-330835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 03/29/2024] [Indexed: 04/12/2024]
Abstract
OBJECTIVE Probiotic Lactococcus lactis is known to confer health benefits to humans. Here, we aimed to investigate the role of L. lactis in colorectal cancer (CRC). DESIGN L. lactis abundance was evaluated in patients with CRC (n=489) and healthy individuals (n=536). L. lactis was isolated from healthy human stools with verification by whole genome sequencing. The effect of L. lactis on CRC tumourigenesis was assessed in transgenic Apc Min/+ mice and carcinogen-induced CRC mice. Faecal microbiota was profiled by metagenomic sequencing. Candidate proteins were characterised by nano liquid chromatography-mass spectrometry. Biological function of L. lactis conditioned medium (HkyuLL 10-CM) and functional protein was studied in human CRC cells, patient-derived organoids and xenograft mice. RESULTS Faecal L. lactis was depleted in patients with CRC. A new L. lactis strain was isolated from human stools and nomenclated as HkyuLL 10. HkyuLL 10 supplementation suppressed CRC tumourigenesis in Apc Min/+ mice, and this tumour-suppressing effect was confirmed in mice with carcinogen-induced CRC. Microbiota profiling revealed probiotic enrichment including Lactobacillus johnsonii in HkyuLL 10-treated mice. HkyuLL 10-CM significantly abrogated the growth of human CRC cells and patient-derived organoids. Such protective effect was attributed to HkyuLL 10-secreted proteins, and we identified that α-mannosidase was the functional protein. The antitumourigenic effect of α-mannosidase was demonstrated in human CRC cells and organoids, and its supplementation significantly reduced tumour growth in xenograft mice. CONCLUSION HkyuLL 10 suppresses CRC tumourigenesis in mice through restoring gut microbiota and secreting functional protein α-mannosidase. HkyuLL 10 administration may serve as a prophylactic measure against CRC.
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Affiliation(s)
- Anthony Chin Yang Su
- Institute of Digestive Disease, 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
| | - Xiao Ding
- Institute of Digestive Disease, Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, CUHK Shenzhen Research Institute, The Chinese University of Hong Kong, Hong Kong, China
| | - Harry Cheuk Hay Lau
- Institute of Digestive Disease, 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
| | - Xing Kang
- Institute of Digestive Disease, 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
| | - Qing Li
- Institute of Digestive Disease, 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
| | - Xueliang Wang
- Institute of Digestive Disease, 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
| | - Yali Liu
- Institute of Digestive Disease, 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
| | - Lanping Jiang
- Institute of Digestive Disease, 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
| | - Yinghong Lu
- Institute of Digestive Disease, 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
| | - Weixin Liu
- Institute of Digestive Disease, 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
| | - Yanqiang Ding
- Institute of Digestive Disease, 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
| | - Alvin Ho-Kwan Cheung
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Hong Kong, China
| | - Ka Fai To
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Hong Kong, China
| | - Jun Yu
- Institute of Digestive Disease, Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, CUHK Shenzhen Research Institute, The Chinese University of Hong Kong, Hong Kong, China
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Wang L, Nabi F, Zhang X, Zhou G, Shah QA, Li S, Lu Y, Mu S, Zhu X, Lin Z, Li J. Effects of Lactobacillus plantarum on Broiler Health: Integrated Microbial and Metabolomics Analysis. Probiotics Antimicrob Proteins 2024:10.1007/s12602-024-10336-x. [PMID: 39090454 DOI: 10.1007/s12602-024-10336-x] [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] [Accepted: 07/24/2024] [Indexed: 08/04/2024]
Abstract
Given China's prohibition on the utilization of antibiotics as feed additives in 2020, we aim to investigate nutrition additives that are both efficient and safe. Lactobacillus, a well-recognized beneficial probiotic, has explicitly been investigated for its effects on health status of the host and overall impact on food industry. To evaluate effects of Lactobacillus plantarum (LW) supplementation on broiler chicken, we conducted comprehensive multi-omics analysis, growth performance evaluation, RT-qPCR analysis, and immunofluorescence. The findings revealed that LW supplementation resulted in a substantial progress in growth performance (approximately 205 g increase in final body weight in comparison to the control group (p < 0.01)). Additionally, LW exhibited promising potential for enhancing antioxidant properties of serum and promoting gut integrity and growth as evidenced by improved antioxidant indices (p < 0.01), intestinal villus morphology (p < 0.01), and enhanced gut barrier function (p < 0.01). Meanwhile, the multi-omics analysis, including 16S rRNA sequencing and liquid chromatography-tandem mass spectrometry, revealed an enrichment of beneficial microbes in the gut of broilers that were supplemented with LW, while simultaneously depleting harmful microorganisms. Moreover, a noteworthy modification was observed in gut metabolic profiling subsequent to the execution of the probiotic strategy. Specifically, variations were noticed in the levels of metabolites and metabolic pathways such as parathyroid hormone synthesis, inflammatory mediator regulation of TRP channels, oxidative phosphorylation, and mineral absorption. Taken together, our findings validate that LW administration produces valuable effects on the health and growth performance of broilers owing to its capability to boost the gut microbiota homeostasis and intestinal metabolism. Present findings signify the potential of LW as a dietary additive to promote growth and development in broiler chickens.
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Affiliation(s)
- Lei Wang
- College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, 430070, People's Republic of China
| | - Fazul Nabi
- Faculty of Veterinary and Animal Sciences, Lasbela University of Agriculture, Water and Marine Sciences, Uthal, 90150, Pakistan
| | - Xiaohu Zhang
- College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, 430070, People's Republic of China
| | - Guangyu Zhou
- College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, 430070, People's Republic of China
| | - Qurban Ali Shah
- Faculty of Veterinary and Animal Sciences, Lasbela University of Agriculture, Water and Marine Sciences, Uthal, 90150, Pakistan
| | - Siyuan Li
- College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, 430070, People's Republic of China
| | - Yaozhong Lu
- College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, 430070, People's Republic of China
| | - Siyang Mu
- College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, 430070, People's Republic of China
| | - Xiaohui Zhu
- College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, 430070, People's Republic of China
| | - Zhengrong Lin
- College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, 430070, People's Republic of China
| | - Jiakui Li
- College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, 430070, People's Republic of China.
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Hein DM, Coughlin LA, Poulides N, Koh AY, Sanford NN. Assessment of Distinct Gut Microbiome Signatures in a Diverse Cohort of Patients Undergoing Definitive Treatment for Rectal Cancer. JOURNAL OF IMMUNOTHERAPY AND PRECISION ONCOLOGY 2024; 7:150-158. [PMID: 39219996 PMCID: PMC11361339 DOI: 10.36401/jipo-23-30] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 11/29/2023] [Accepted: 12/03/2023] [Indexed: 09/04/2024]
Abstract
Introduction Disparities in incidence and outcome of rectal cancer are multifactorial in etiology but may be due, in part, to differences in gut microbiome composition. We used serial robust statistical approaches to assess baseline gut microbiome composition in a diverse cohort of patients with rectal cancer receiving definitive treatment. Methods Microbiome composition was compared by age at diagnosis (< 50 vs ≥ 50 years), race and ethnicity (White Hispanic vs non-Hispanic), and response to therapy. Alpha diversity was assessed using the Shannon, Chao1, and Simpson diversity measures. Beta diversity was explored using both Bray-Curtis dissimilarity and Aitchison distance with principal coordinate analysis. To minimize false-positive findings, we used two distinct methods for differential abundance testing: LinDA and MaAsLin2 (all statistics two-sided, Benjamini-Hochberg corrected false discovery rate < 0.05). Results Among 64 patients (47% White Hispanic) with median age 51 years, beta diversity metrics showed significant clustering by race and ethnicity (p < 0.001 by both metrics) and by onset (Aitchison p = 0.022, Bray-Curtis p = 0.035). White Hispanic patients had enrichment of bacterial family Prevotellaceae (LinDA fold change 5.32, MaAsLin2 fold change 5.11, combined adjusted p = 0.0007). No significant differences in microbiome composition were associated with neoadjuvant therapy response. Conclusion We identified distinct gut microbiome signatures associated with race and ethnicity and age of onset in a diverse cohort of patients undergoing definitive treatment for rectal cancer.
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Affiliation(s)
- David M. Hein
- Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Laura A. Coughlin
- Department of Pediatrics, Division of Hematology/Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Nicole Poulides
- Department of Pediatrics, Division of Hematology/Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Andrew Y. Koh
- Department of Pediatrics, Division of Hematology/Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, USA
- Harold C. Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
- Department of Microbiology, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Nina N. Sanford
- Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, USA
- Harold C. Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, USA
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Kulecka M, Czarnowski P, Bałabas A, Turkot M, Kruczkowska-Tarantowicz K, Żeber-Lubecka N, Dąbrowska M, Paszkiewicz-Kozik E, Walewski J, Ługowska I, Koseła-Paterczyk H, Rutkowski P, Kluska A, Piątkowska M, Jagiełło-Gruszfeld A, Tenderenda M, Gawiński C, Wyrwicz L, Borucka M, Krzakowski M, Zając L, Kamiński M, Mikula M, Ostrowski J. Microbial and Metabolic Gut Profiling across Seven Malignancies Identifies Fecal Faecalibacillus intestinalis and Formic Acid as Commonly Altered in Cancer Patients. Int J Mol Sci 2024; 25:8026. [PMID: 39125593 PMCID: PMC11311272 DOI: 10.3390/ijms25158026] [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: 06/24/2024] [Revised: 07/18/2024] [Accepted: 07/19/2024] [Indexed: 08/12/2024] Open
Abstract
The key association between gut dysbiosis and cancer is already known. Here, we used whole-genome shotgun sequencing (WGS) and gas chromatography/mass spectrometry (GC/MS) to conduct metagenomic and metabolomic analyses to identify common and distinct taxonomic configurations among 40, 45, 71, 34, 50, 60, and 40 patients with colorectal cancer, stomach cancer, breast cancer, lung cancer, melanoma, lymphoid neoplasms and acute myeloid leukemia (AML), respectively, and compared the data with those from sex- and age-matched healthy controls (HC). α-diversity differed only between the lymphoid neoplasm and AML groups and their respective HC, while β-diversity differed between all groups and their HC. Of 203 unique species, 179 and 24 were under- and over-represented, respectively, in the case groups compared with HC. Of these, Faecalibacillus intestinalis was under-represented in each of the seven groups studied, Anaerostipes hadrus was under-represented in all but the stomach cancer group, and 22 species were under-represented in the remaining five case groups. There was a marked reduction in the gut microbiome cancer index in all case groups except the AML group. Of the short-chain fatty acids and amino acids tested, the relative concentration of formic acid was significantly higher in each of the case groups than in HC, and the abundance of seven species of Faecalibacterium correlated negatively with most amino acids and formic acid, and positively with the levels of acetic, propanoic, and butanoic acid. We found more differences than similarities between the studied malignancy groups, with large variations in diversity, taxonomic/metabolomic profiles, and functional assignments. While the results obtained may demonstrate trends rather than objective differences that correlate with different types of malignancy, the newly developed gut microbiota cancer index did distinguish most of the cancer cases from HC. We believe that these data are a promising step forward in the search for new diagnostic and predictive tests to assess intestinal dysbiosis among cancer patients.
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Affiliation(s)
- Maria Kulecka
- Department of Gastroenterology, Hepatology and Clinical Oncology, Centre of Postgraduate Medical Education, 02-781 Warsaw, Poland
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Paweł Czarnowski
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Aneta Bałabas
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Maryla Turkot
- Department of Gastroenterology, Hepatology and Clinical Oncology, Centre of Postgraduate Medical Education, 02-781 Warsaw, Poland
- Department of Cancer Prevention, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Kamila Kruczkowska-Tarantowicz
- Department of Internal Medicine and Hematology, Military Institute of Medicine—National Research Institute, 04-141 Warsaw, Poland
| | - Natalia Żeber-Lubecka
- Department of Gastroenterology, Hepatology and Clinical Oncology, Centre of Postgraduate Medical Education, 02-781 Warsaw, Poland
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Michalina Dąbrowska
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Ewa Paszkiewicz-Kozik
- Department of Lymphoid Malignancies, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Jan Walewski
- Department of Lymphoid Malignancies, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Iwona Ługowska
- Early Phase Clinical Trials Unit, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Hanna Koseła-Paterczyk
- Department of Soft Tissue/Bone Sarcoma and Melanoma, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Piotr Rutkowski
- Department of Soft Tissue/Bone Sarcoma and Melanoma, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Anna Kluska
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Magdalena Piątkowska
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Agnieszka Jagiełło-Gruszfeld
- Department of Breast Cancer & Reconstructive Surgery, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Michał Tenderenda
- Department of Oncological Surgery and Neuroendocrine Tumors, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Cieszymierz Gawiński
- Department of Oncology and Radiotherapy, Maria Sklodowska-Curie National Cancer Research Institute, 02-781 Warsaw, Poland
| | - Lucjan Wyrwicz
- Department of Oncology and Radiotherapy, Maria Sklodowska-Curie National Cancer Research Institute, 02-781 Warsaw, Poland
| | - Magdalena Borucka
- Department of Lung and Chest Cancer, Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Maciej Krzakowski
- Department of Lung and Chest Cancer, Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Leszek Zając
- Department of Gastrointestinal Surgical Oncology, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Michał Kamiński
- Department of Gastroenterology, Hepatology and Clinical Oncology, Centre of Postgraduate Medical Education, 02-781 Warsaw, Poland
- Department of Cancer Prevention, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Michał Mikula
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Jerzy Ostrowski
- Department of Gastroenterology, Hepatology and Clinical Oncology, Centre of Postgraduate Medical Education, 02-781 Warsaw, Poland
- Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
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Eng C, Yoshino T, Ruíz-García E, Mostafa N, Cann CG, O'Brian B, Benny A, Perez RO, Cremolini C. Colorectal cancer. Lancet 2024; 404:294-310. [PMID: 38909621 DOI: 10.1016/s0140-6736(24)00360-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 02/15/2024] [Accepted: 02/21/2024] [Indexed: 06/25/2024]
Abstract
Despite decreased incidence rates in average-age onset patients in high-income economies, colorectal cancer is the third most diagnosed cancer in the world, with increasing rates in emerging economies. Furthermore, early onset colorectal cancer (age ≤50 years) is of increasing concern globally. Over the past decade, research advances have increased biological knowledge, treatment options, and overall survival rates. The increase in life expectancy is attributed to an increase in effective systemic therapy, improved treatment selection, and expanded locoregional surgical options. Ongoing developments are focused on the role of sphincter preservation, precision oncology for molecular alterations, use of circulating tumour DNA, analysis of the gut microbiome, as well as the role of locoregional strategies for colorectal cancer liver metastases. This overview is to provide a general multidisciplinary perspective of clinical advances in colorectal cancer.
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Affiliation(s)
- Cathy Eng
- Division of Hematology and Oncology, Vanderbilt University Medical Center, Vanderbilt-Ingram Cancer Center, Nashville, TN, USA.
| | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, Cancer Center Hospital East, Kashiwa, Japan
| | - Erika Ruíz-García
- Department of Gastrointestinal Tumors and Translational Medicine Laboratory, Instituto Nacional de Cancerologia, Mexico City, Mexico
| | | | - Christopher G Cann
- Department of Hematology/Oncology, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Brittany O'Brian
- Division of Hematology and Oncology, Vanderbilt University Medical Center, Vanderbilt-Ingram Cancer Center, Nashville, TN, USA
| | - Amala Benny
- Division of Hematology and Oncology, Vanderbilt University Medical Center, Vanderbilt-Ingram Cancer Center, Nashville, TN, USA
| | | | - Chiara Cremolini
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
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48
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Liu Y, Ji Y, Chen J, Zhang Y, Li X, Li X. Pioneering noninvasive colorectal cancer detection with an AI-enhanced breath volatilomics platform. Theranostics 2024; 14:4240-4255. [PMID: 39113791 PMCID: PMC11303087 DOI: 10.7150/thno.94950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 05/02/2024] [Indexed: 08/10/2024] Open
Abstract
Background: The sensitivity and specificity of current breath biomarkers are often inadequate for effective cancer screening, particularly in colorectal cancer (CRC). While a few exhaled biomarkers in CRC exhibit high specificity, they lack the requisite sensitivity for early-stage detection, thereby limiting improvements in patient survival rates. Methods: In this study, we developed an advanced Mass Spectrometry-based volatilomics platform, complemented by an enhanced breath sampler. The platform integrates artificial intelligence (AI)-assisted algorithms to detect multiple volatile organic compounds (VOCs) biomarkers in human breath. Subsequently, we applied this platform to analyze 364 clinical CRC and normal exhaled samples. Results: The diagnostic signatures, including 2-methyl, octane, and butyric acid, generated by the platform effectively discriminated CRC patients from normal controls with high sensitivity (89.7%), specificity (86.8%), and accuracy (AUC = 0.91). Furthermore, the metastatic signature correctly identified over 50% of metastatic patients who tested negative for carcinoembryonic antigen (CEA). Fecal validation indicated that elevated breath biomarkers correlated with an inflammatory response guided by Bacteroides fragilis in CRC. Conclusion: This study introduces a sophisticated AI-aided Mass Spectrometry-based platform capable of identifying novel and feasible breath biomarkers for early-stage CRC detection. The promising results position the platform as an efficient noninvasive screening test for clinical applications, offering potential advancements in early detection and improved survival rates for CRC patients.
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Affiliation(s)
- Yongqian Liu
- Department of Environmental Science & Engineering, Fudan University, Shanghai 200438, P.R. China
| | - Yongyan Ji
- Department of Environmental Science & Engineering, Fudan University, Shanghai 200438, P.R. China
| | - Jian Chen
- Department of Environmental Science & Engineering, Fudan University, Shanghai 200438, P.R. China
| | - Yixuan Zhang
- Department of gastroenterology, Huadong hospital, Fudan University, Shanghai 200040, P.R. China
| | - Xiaowen Li
- Department of gastroenterology, Huadong hospital, Fudan University, Shanghai 200040, P.R. China
| | - Xiang Li
- Department of Environmental Science & Engineering, Fudan University, Shanghai 200438, P.R. China
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Zhang P, Shi H, Guo R, Li L, Guo X, Yang H, Chang D, Cheng Y, Zhao G, Li S, Zhong Q, Zhang H, Zhao P, Fu C, Song Y, Yang L, Wang Y, Zhang Y, Jiang J, Wang T, Zhao J, Li Y, Wang B, Chen F, Zhao H, Wang Y, Wang J, Ma S. Metagenomic analysis reveals altered gut virome and diagnostic potential in pancreatic cancer. J Med Virol 2024; 96:e29809. [PMID: 39016466 DOI: 10.1002/jmv.29809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 06/15/2024] [Accepted: 07/08/2024] [Indexed: 07/18/2024]
Abstract
Pancreatic cancer (PC) is a highly aggressive malignancy with a poor prognosis, making early diagnosis crucial for improving patient outcomes. While the gut microbiome, including bacteria and viruses, is believed to be essential in cancer pathogenicity, the potential contribution of the gut virome to PC remains largely unexplored. In this study, we conducted a comparative analysis of the gut viral compositional and functional profiles between PC patients and healthy controls, based on fecal metagenomes from two publicly available data sets comprising a total of 101 patients and 82 healthy controls. Our results revealed a decreasing trend in the gut virome diversity of PC patients with disease severity. We identified significant alterations in the overall viral structure of PC patients, with a meta-analysis revealing 219 viral operational taxonomic units (vOTUs) showing significant differences in relative abundance between patients and healthy controls. Among these, 65 vOTUs were enriched in PC patients, and 154 were reduced. Host prediction revealed that PC-enriched vOTUs preferentially infected bacterial members of Veillonellaceae, Enterobacteriaceae, Fusobacteriaceae, and Streptococcaceae, while PC-reduced vOTUs were more likely to infect Ruminococcaceae, Lachnospiraceae, Clostridiaceae, Oscillospiraceae, and Peptostreptococcaceae. Furthermore, we constructed random forest models based on the PC-associated vOTUs, achieving an optimal average area under the curve (AUC) of up to 0.879 for distinguishing patients from controls. Through additional 10 public cohorts, we demonstrated the reproducibility and high specificity of these viral signatures. Our study suggests that the gut virome may play a role in PC development and could serve as a promising target for PC diagnosis and therapeutic intervention. Future studies should further explore the underlying mechanisms of gut virus-bacteria interactions and validate the diagnostic models in larger and more diverse populations.
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Affiliation(s)
- Pan Zhang
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Haitao Shi
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Ruochun Guo
- Puensum Genetech Institute, Wuhan, Hubei, China
| | - Lu Li
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Xiaoyan Guo
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Hui Yang
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Danyan Chang
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Yan Cheng
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Gang Zhao
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Shenghui Li
- Puensum Genetech Institute, Wuhan, Hubei, China
| | - Qingling Zhong
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Huan Zhang
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Ping Zhao
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Cui Fu
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Yahua Song
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Longbao Yang
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Yan Wang
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Yue Zhang
- Puensum Genetech Institute, Wuhan, Hubei, China
| | - Jiong Jiang
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Ting Wang
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Juhui Zhao
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Yong Li
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Biyuan Wang
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Fenrong Chen
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Hongli Zhao
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Yonghua Wang
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Jinhai Wang
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
| | - Shiyang Ma
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Shaanxi Key Laboratory of Gastrointestinal Motility Disorders, Xi'an, Shaanxi, China
- Shaanxi Provincial Clinical Research Center for Gastrointestinal Diseases, Xi'an, Shaanxi, China
- Digestive Disease Quality Control Center of Shaanxi Province, Xi'an, Shaanxi, China
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Liu L, Sun T, Liu H, Li J, Tian L. Carbohydrate quality vs quantity on cancer Risk: Perspective of microbiome mechanisms. J Funct Foods 2024; 118:106246. [DOI: 10.1016/j.jff.2024.106246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/15/2025] Open
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