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Yuan Z, Lv G, Liu X, Xiao Y, Tan Y, Zhu Y. Machine learning selection of basement membrane-associated genes and development of a predictive model for kidney fibrosis. Sci Rep 2025; 15:6567. [PMID: 39994219 PMCID: PMC11850825 DOI: 10.1038/s41598-025-89733-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Accepted: 02/07/2025] [Indexed: 02/26/2025] Open
Abstract
This study investigates the role of basement membrane-related genes in kidney fibrosis, a significant factor in the progression of chronic kidney disease that can lead to end-stage renal failure. The authors aim to develop a predictive model using machine learning techniques due to the limitations of existing diagnostic methods, which often lack sensitivity and specificity. Utilizing gene expression data from the GEO database, the researchers applied LASSO, Random Forest, and SVM-RFE methods to identify five pivotal genes: ARID4B, EOMES, KCNJ3, LIF, and STAT1. These genes were analyzed across training and validation datasets, resulting in the development of a Nomogram prediction model. Performance metrics, including the area under the ROC curve (AUC), calibration curves, and decision curve analysis, indicated excellent predictive capabilities with an AUC of 0.923. Experimental validation through qRT-PCR in clinical samples and TGF-β-treated HK-2 cells corroborated the expression patterns identified in silico, showing upregulation of ARID4B, EOMES, LIF, and STAT1, and downregulation of KCNJ3. The findings emphasize the importance of basement membrane-related genes in kidney fibrosis and pave the way for enhanced early diagnosis and targeted therapeutic strategies.
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Affiliation(s)
- Ziwei Yuan
- Department of Laboratory Medicine, The Third People's Hospital of Ganzhou, 341000, Ganzhou, China
| | - Guangjia Lv
- College of Life Sciences, Northeast Forestry University, Harbin, 150004, China
| | - Xinyan Liu
- Zhanggong District Maternal and Child Health Hospital, Ganzhou, 341000, China.
| | - Yanyi Xiao
- Department of Thyroid and Breast Surgery, Wenzhou Central Hospital, Wenzhou, 325000, China.
- Zhejiang Key Laboratory of Intelligent Cancer Biomarker Discovery and Translation, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, China.
| | - Yuanfang Tan
- Department of Laboratory Medicine, The Third People's Hospital of Ganzhou, 341000, Ganzhou, China.
| | - Youyou Zhu
- Department of pathology, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, 317000, China.
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2
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Bland CM, Love BL, Jones BM. Human microbiome: Impact of newly approved treatments on C. difficile infection. Am J Health Syst Pharm 2025; 82:174-183. [PMID: 39230353 DOI: 10.1093/ajhp/zxae249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Indexed: 09/05/2024] Open
Abstract
PURPOSE The primary purposes of this review are to provide a brief overview of the microbiome, discuss the most relevant outcome data and key characteristics of each live microbiome agent, and pose questions for consideration going forward as these agents are integrated into clinical practice. SUMMARY The management of Clostridiodes difficile infection (CDI) remains a difficult clinical conundrum, with recurrent CDI occurring in 15% to 35% of patients and causing significant morbidity and decreased quality of life. For patients with frequent CDI recurrences, fecal microbiota transplantation (FMT) has been demonstrated to have significant benefit but also significant risks, and FMT is not approved by the US Food and Drug Administration (FDA) for that indication. FDA has established a new therapeutic class for agents known as live biotherapeutic products (LBPs) that offer significant advantages over FMT, including standardized screening, testing, and manufacturing as well as known quantities of organisms contained within. Two new live microbiome products within this class were recently approved by FDA for prevention of CDI recurrences in adult patients following treatment for recurrent CDI with standard antimicrobial therapy. Both agents had demonstrated efficacy in registry trials in preventing CDI recurrence but differ significantly in a number of characteristics, such as route of administration. Cost as well as logistics are current obstacles to use of these therapies. CONCLUSION Live microbiome therapy is a promising solution for patients with recurrent CDI. Future studies should provide further evidence within yet-to-be-evaluated populations not included in registry studies. This along with real-world evidence will inform future use and clinical guideline placement.
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Affiliation(s)
| | - Bryan L Love
- University of South Carolina College of Pharmacy, Columbia, SC, USA
| | - Bruce M Jones
- St. Joseph's/Candler Health System, Inc., Savannah, GA, and University of Georgia College of Pharmacy, Savannah, GA
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3
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Kipp ZA, Badmus OO, Stec DE, Hall B, Hinds TD. Bilirubin bioconversion to urobilin in the gut-liver-kidney axis: A biomarker for insulin resistance in the Cardiovascular-Kidney-Metabolic (CKM) Syndrome. Metabolism 2025; 163:156081. [PMID: 39580049 DOI: 10.1016/j.metabol.2024.156081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 10/17/2024] [Accepted: 11/16/2024] [Indexed: 11/25/2024]
Abstract
The rising rates of obesity worldwide have increased the incidence of cardiovascular disease (CVD), making it the number one cause of death. Higher plasma bilirubin levels have been shown to prevent metabolic dysfunction and CVD. However, reducing levels leads to deleterious outcomes, possibly due to reduced bilirubin half-life that escalates the production of its catabolized product, urobilinogen, produced by gut bacteria and naturally oxidized to urobilin. Recent findings suggest that the involvement of the microbiome catabolism of bilirubin to urobilin and its absorption via the hepatic portal vein contributes to CVD, suggesting a liver-gut axis involvement. We discuss the studies that demonstrate that urobilin is frequently raised in the urine of persons with CVD and its probable role in acquiring the disease. Urobilin is excreted from the kidneys into the urine and may serve as a biomarker for Cardiovascular-Kidney-Metabolic (CKM) Syndrome. We deliberate on the newly discovered bilirubin reductase (BilR) bacterial enzyme that produces urobilin. We discuss the bacterial species expressing BilR, how they impact CVD, and whether suppressing urobilin production and increasing bilirubin may provide new therapeutic strategies for CKM. Possible therapeutic mechanisms for achieving this goal are discussed.
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Affiliation(s)
- Zachary A Kipp
- Drug & Disease Discovery D3 Research Center, Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, KY, USA
| | - Olufunto O Badmus
- Department of Physiology and Biophysics, Cardiorenal, and Metabolic Diseases Research Center, University of Mississippi Medical Center, Jackson, MS, USA
| | - David E Stec
- Department of Physiology and Biophysics, Cardiorenal, and Metabolic Diseases Research Center, University of Mississippi Medical Center, Jackson, MS, USA
| | - Brantley Hall
- Center for Bioinformatics and Computational Biology, Department of Cell Biology and Molecular Genetics, University of Maryland, College Park, College Park, MD, USA
| | - Terry D Hinds
- Drug & Disease Discovery D3 Research Center, Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, KY, USA.
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4
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Dawkins JJ, Gerber GK. MMETHANE: interpretable AI for predicting host status from microbial composition and metabolomics data. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.13.628441. [PMID: 39713330 PMCID: PMC11661223 DOI: 10.1101/2024.12.13.628441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2024]
Abstract
Metabolite production, consumption, and exchange are intimately involved with host health and disease, as well as being key drivers of host-microbiome interactions. Despite the increasing prevalence of datasets that jointly measure microbiome composition and metabolites, computational tools for linking these data to the status of the host remain limited. To address these limitations, we developed MMETHANE, an open-source software package that implements a purpose-built deep learning model for predicting host status from paired microbial sequencing and metabolomic data. MMETHANE incorporates prior biological knowledge, including phylogenetic and chemical relationships, and is intrinsically interpretable, outputting an English-language set of rules that explains its decisions. Using a compendium of six datasets with paired microbial composition and metabolomics measurements, we showed that MMETHANE always performed at least on par with existing methods, including blackbox machine learning techniques, and outperformed other methods on >80% of the datasets evaluated. We additionally demonstrated through two cases studies analyzing inflammatory bowel disease gut microbiome datasets that MMETHANE uncovers biologically meaningful links between microbes, metabolites, and disease status.
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Liu DA, Chen S, Hu R, Qiu Y, Chen K, Xu Y, Yuan J, Zhang X, Li X. Advances in diagnostic assays for Clostridioides difficile infection in adults. Front Cell Infect Microbiol 2024; 14:1492511. [PMID: 39720791 PMCID: PMC11666450 DOI: 10.3389/fcimb.2024.1492511] [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: 09/07/2024] [Accepted: 11/13/2024] [Indexed: 12/26/2024] Open
Abstract
Clostridioides difficile (C. difficile) was a gram-positive anaerobic bacterium in the gut, exhibiting clinical manifestations ranging from mild diarrhoea to fatal pseudomembranous colitis. C. difficile infection (CDI) remains a serious public health problem and accounted for an estimated 360,075 cases in the United States in 2021. It has attracted the utmost attention of the world health organization (WHO). Since publication of a review of the diagnosis of CDI in adults, new clinical diagnostic assays have become available and clinical practice guidelines were updated. This paper presents a comprehensive review of contemporary laboratory diagnostic approaches for CDI in adult patients, with a focus on the utilisation and potential advancements of five sophisticated methodologies, CRISPR in conjunction with nucleic acid amplification tests (NAATs), gene sequencing technology, ultra-high performance liquid chromatography-mass spectrometry, Raman spectroscopy, and real-time cell analysis (RTCA). It can provide new perspectives and ideas for the early diagnosis of CDI in clinical settings.
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Affiliation(s)
- Dong-ang Liu
- Key Laboratory of Pollution Exposure and Health Intervention of Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
| | - Shiyu Chen
- Key Laboratory of Pollution Exposure and Health Intervention of Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
| | - Ruiyao Hu
- Key Laboratory of Pollution Exposure and Health Intervention of Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
| | - Yuting Qiu
- Key Laboratory of Pollution Exposure and Health Intervention of Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
| | - Keyi Chen
- Key Laboratory of Pollution Exposure and Health Intervention of Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
| | - Yue Xu
- Key Laboratory of Pollution Exposure and Health Intervention of Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
| | - Jinghua Yuan
- Key Laboratory of Pollution Exposure and Health Intervention of Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
| | - Xinling Zhang
- Key Laboratory of Pollution Exposure and Health Intervention of Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
| | - Xiaoping Li
- Key Laboratory of Pollution Exposure and Health Intervention of Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
- Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province, Shulan International Medical College, Zhejiang Shuren University, Hangzhou, China
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6
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Lai Y, Lan X, Qin Y, Wei Y, Li X, Feng J, Jiang J. Polysaccharides of natural products alleviate antibiotic-associated diarrhea by regulating gut microbiota: a review. Arch Microbiol 2024; 206:461. [PMID: 39508892 DOI: 10.1007/s00203-024-04184-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Revised: 10/24/2024] [Accepted: 10/25/2024] [Indexed: 11/15/2024]
Abstract
Antibiotic-associated diarrhea (AAD) is diarrhea caused by disturbances in intestinal microbiota and metabolism following inappropriate use of antibiotics. With the over-reliance on antibiotics, the incidence of AAD is increasing worldwide. Recently, the role of probiotics and prebiotic preparations in the prevention and treatment of AAD has received increasing attention. Various prebiotics can not only reduce the incidence of AAD, but also effectively shorten the course of the disease and alleviate the symptoms. Notably, many polysaccharides derived from plants and fungi are a class of biologically active and rich prebiotics with great potential to alleviate AAD. Therefore, this review aims to summarize the latest research on natural product polysaccharides to alleviate antibiotic-associated diarrhea by modulating the gut microbiota. It provides a theoretical basis for exploring the mechanism of natural product modulation of gut microbiota to alleviate AAD, and provides a reference for further development of active prebiotics.
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Affiliation(s)
- Yong Lai
- Institute of Traditional Chinese Medicine of Sichuan Academy of Chinese Medicine Sciences, Chengdu, China
| | - Xin Lan
- School of Basic Medical Sciences, Southwest Medical University, Luzhou, China
| | - Yahui Qin
- The Fourth Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Yuankui Wei
- Department of Institute of Laboratory Animal Sciences, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Xi Li
- Institute of Traditional Chinese Medicine of Sichuan Academy of Chinese Medicine Sciences, Chengdu, China
| | - Jianan Feng
- Institute of Traditional Chinese Medicine of Sichuan Academy of Chinese Medicine Sciences, Chengdu, China.
| | - Junping Jiang
- Institute of Traditional Chinese Medicine of Sichuan Academy of Chinese Medicine Sciences, Chengdu, China.
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7
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Arcay R, Barceló-Nicolau M, Suárez L, Martín L, Reigada R, Höring M, Liebisch G, Garrido C, Cabot G, Vílchez H, Cortés-Lara S, González de Herrero E, López-Causapé C, Oliver A, Barceló-Coblijn G, Mena A. Gut microbiome and plasma lipidome analysis reveals a specific impact of Clostridioides difficile infection on intestinal bacterial communities and sterol metabolism. mBio 2024; 15:e0134724. [PMID: 39189787 PMCID: PMC11481895 DOI: 10.1128/mbio.01347-24] [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: 05/08/2024] [Accepted: 07/15/2024] [Indexed: 08/28/2024] Open
Abstract
Clostridioides difficile infection (CDI) causes alterations in the intestinal microbiota, frequently associated with changes in the gut metabolism of bile acids and cholesterol. In addition to the impact on microbiome composition and given the metabolic changes occurring during CDI, our work focuses on the importance to know the effects at the local and systemic levels, both during the infection and its treatment, by paying particular attention to plasma lipid metabolism due to its relationship with CDI pathogenesis. Specific changes, characterized by a loss of microbial richness and diversity and related to a reduction in short-chain acid-producing bacteria and an increase in bile salt hydrolase-producing bacteria, were observed in the gut microbiota of CDI patients, especially in those suffering from recurrent CDI (RCDI). However, gut microbiota showed its ability to restore itself after treatment, resembling healthy individuals, in those patients treated by fecal microbiome transfer (FMT), in contrast with those treated with antibiotics, and displaying increased levels of Eubacterium coprostanoligenes, a cholesterol-reducing anaerobe. Interestingly, changes in plasma lipidome revealed a global depletion in circulating lipids in CDI, with the largest impact on cholesteryl esters. CDI patients also showed a specific and consistent decrease in the levels of lipid species containing linoleic acid-an essential fatty acid-which were only partially recovered after antibiotic treatment. Analysis of the plasma lipidome reflects CDI impact on the gut microbiota and its metabolism, evidencing changes in sterol and fatty acid metabolism that are possibly related to specific alterations observed in gut microbial communities of CDI patients. IMPORTANCE There is increasing evidence about the influence the changes in microbiota and its metabolism has on numerous diseases and infections such as Clostridioides difficile infection (CDI). The knowledge of these changes at local and systemic levels can help us manage this infection to avoid recurrences and apply the best therapies, such as fecal microbiota transfer (FMT). This study shows a better restoration of the gut in FMT-treated patients than in antibiotic-treated patients, resembling healthy controls and showing increased levels of cholesterol-reducing bacteria. Furthermore, it evidences the CDI impact on plasma lipidome. We observed in CDI patients a global depletion in circulating lipids, particularly cholesteryl esters, and a specific decrease in linoleic acid-containing lipids, an essential fatty acid. Our observations could impact CDI management because the lipid content was only partially recovered after treatment, suggesting that continued nutritional support, aiming to restore healthy lipid levels, could be essential for a full recovery.
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Affiliation(s)
- Ricardo Arcay
- Microbiology Department, Hospital Universitari Son Espases, Palma, Balearic Islands, Spain
- Institut d’Investigació Sanitària Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), Palma, Balearic Islands, Spain
| | - Maria Barceló-Nicolau
- Institut d’Investigació Sanitària Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), Palma, Balearic Islands, Spain
- Research Unit, University Hospital Son Espases, Palma, Balearic Islands, Spain
| | - Loreto Suárez
- Microbiology Department, Hospital Universitari Son Espases, Palma, Balearic Islands, Spain
- Institut d’Investigació Sanitària Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), Palma, Balearic Islands, Spain
| | - Luisa Martín
- Institut d’Investigació Sanitària Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), Palma, Balearic Islands, Spain
- Internal Medicine Department, Hospital Universitari Son Espases, Palma, Balearic Islands, Spain
| | - Rebeca Reigada
- Institut d’Investigació Sanitària Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), Palma, Balearic Islands, Spain
- Research Unit, University Hospital Son Espases, Palma, Balearic Islands, Spain
| | - Marcus Höring
- Institute of Clinical Chemistry and Laboratory Medicine, University Hospital Regensburg, Regensburg, Bavaria, Germany
| | - Gerhard Liebisch
- Institute of Clinical Chemistry and Laboratory Medicine, University Hospital Regensburg, Regensburg, Bavaria, Germany
| | - Carmen Garrido
- Gastroenterology Department, Hospital Universitari Son Espases, Palma, Balearic Islands, Spain
| | - Gabriel Cabot
- Institut d’Investigació Sanitària Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), Palma, Balearic Islands, Spain
- Research Unit, University Hospital Son Espases, Palma, Balearic Islands, Spain
| | - Helem Vílchez
- Institut d’Investigació Sanitària Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), Palma, Balearic Islands, Spain
- Internal Medicine Department, Hospital Universitari Son Espases, Palma, Balearic Islands, Spain
| | - Sara Cortés-Lara
- Institut d’Investigació Sanitària Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), Palma, Balearic Islands, Spain
- Research Unit, University Hospital Son Espases, Palma, Balearic Islands, Spain
| | - Elisa González de Herrero
- Microbiology Department, Hospital Universitari Son Espases, Palma, Balearic Islands, Spain
- Institut d’Investigació Sanitària Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), Palma, Balearic Islands, Spain
| | - Carla López-Causapé
- Microbiology Department, Hospital Universitari Son Espases, Palma, Balearic Islands, Spain
- Institut d’Investigació Sanitària Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), Palma, Balearic Islands, Spain
- Research Unit, University Hospital Son Espases, Palma, Balearic Islands, Spain
| | - Antonio Oliver
- Microbiology Department, Hospital Universitari Son Espases, Palma, Balearic Islands, Spain
- Institut d’Investigació Sanitària Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), Palma, Balearic Islands, Spain
- Research Unit, University Hospital Son Espases, Palma, Balearic Islands, Spain
| | - Gwendolyn Barceló-Coblijn
- Institut d’Investigació Sanitària Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), Palma, Balearic Islands, Spain
- Research Unit, University Hospital Son Espases, Palma, Balearic Islands, Spain
| | - Ana Mena
- Microbiology Department, Hospital Universitari Son Espases, Palma, Balearic Islands, Spain
- Institut d’Investigació Sanitària Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), Palma, Balearic Islands, Spain
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8
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Li X, Xiao F, Wang X, Ye L, Xiao Y, Li D, Zhang T, Wang Y. Gut Microbial and Metabolic Features Associated With Clostridioides difficile Infection Recurrence in Children. Open Forum Infect Dis 2024; 11:ofae506. [PMID: 39319090 PMCID: PMC11420671 DOI: 10.1093/ofid/ofae506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2024] [Accepted: 09/02/2024] [Indexed: 09/26/2024] Open
Abstract
Background Recurrent Clostridioides difficile infection (CDI) is a critical clinical issue due to the increase in incidence and difficulty in treatment. We aimed to identify gut microbial and metabolic features associated with disease recurrence in a group of pediatric CDI patients. Methods A total of 84 children with primary CDI were prospectively enrolled in the study. Fecal samples collected at the initial diagnosis were subjected to 16S rRNA gene sequencing and targeted metabolomics analysis to profile the bacterial composition and metabolome. Results Twenty-six of 84 (31.0%) pediatric CDI patients experienced recurrence. The alpha diversity of the fecal microbiota was significantly lower in the recurrent group than in the nonrecurrent group, and the beta diversity was different from that of the nonrecurrent group. Taxonomic profiles revealed that the relative abundances of multiple bacterial taxa significantly differed between the recurrent and nonrecurrent groups. Linear discriminant analysis effect size analysis identified several bacterial genera that discriminated between recurrent and nonrecurrent groups, including Parabacteroides, Coprococcus, Dialister, and Clostridium. Recurrent bacteria presented lower abundances of several short-chain fatty acid (SCFA)-producing bacteria (Faecalibacterium, Butyricicoccus, Clostridium, Roseburia, and Ruminococcus), which were correlated with reduced fecal SCFA levels. In addition, several bile acids, including lithocholic acid (LCA), 12-ketoLCA, trihydroxycholestanoic acid, and deoxycholic acid, were decreased in recurrent patients. Conclusions Our study suggests that the differing gut microbiota profiles in pediatric CDI patients may contribute to disease recurrence by modulating SCFA concentrations and bile acid profiles. The gut microbiota and metabolite signatures may be used to predict disease recurrence in children with CDI.
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Affiliation(s)
- Xiaolu Li
- Department of Gastroenterology, Hepatology and Nutrition, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Fangfei Xiao
- Department of Gastroenterology, Hepatology and Nutrition, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Xufei Wang
- Department of Gastroenterology, Hepatology and Nutrition, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Lin Ye
- Department of Gastroenterology, Hepatology and Nutrition, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yongmei Xiao
- Department of Gastroenterology, Hepatology and Nutrition, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Dan Li
- Department of Gastroenterology, Hepatology and Nutrition, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Ting Zhang
- Department of Gastroenterology, Hepatology and Nutrition, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Gut Microbiota and Metabolic Research Center, Institute of Pediatric Infection, Immunity and Critical Care Medicine, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yizhong Wang
- Department of Gastroenterology, Hepatology and Nutrition, Shanghai Children's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Gut Microbiota and Metabolic Research Center, Institute of Pediatric Infection, Immunity and Critical Care Medicine, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
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9
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Suárez-Carantoña C, Corbacho-Loarte MD, Del Campo Albendea L, Kamel-Rey S, Halperin AV, Escudero-Sánchez R, Ponce-Alonso M, Moreno S, Cobo J. Is advanced age still a risk factor for recurrence of C. difficile infection in the era of new treatments? Age Ageing 2024; 53:afae182. [PMID: 39141079 DOI: 10.1093/ageing/afae182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Indexed: 08/15/2024] Open
Abstract
BACKGROUND Advanced age has been widely identified as a risk factor for recurrent Clostridioides difficile infection (CDI), but most related studies were performed before the introduction of novel therapies. The aim of this study was to compare CDI characteristics and outcomes in patients over and under 80 years old with CDI and their outcomes in the era of new treatments. METHODS This was a retrospective cohort study of patients diagnosed with CDI from January 2021 to December 2022 in an academic hospital. We compared recurrence and mortality at 12 weeks after the end of treatment. An extension of the Fine and Grey model adjusted for competing events was used to assess the effect of age on recurrence. RESULTS Four hundred seventy-six patients were considered to have CDI (320 in patients <80 years and 156 in ≥80 years). CDI in older patients was more frequently healthcare-associated and was more severe. Although the Charlson index was almost identical between populations, comorbidities clearly differed. New treatments (bezlotoxumab, fidaxomicin and faecal microbiota transplantation) were more frequently used in older patients without statistical significance (41.3% vs. 33.4%, P = .053). There were 69 (14.5%) recurrences, with no differences by age group after adjusting for competing events. Mortality was greater in the oldest (35.3%) than in the youngest (13.1%); P < .001. CONCLUSIONS No differences in CDI recurrence rates were found between age groups. However, there was a high mortality rate in patients ≥80 years old, which emphasises the urgent need to improve the prevention and treatment of CDI in this group.
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Affiliation(s)
- Cecilia Suárez-Carantoña
- Internal Medicine Department, Hospital Ramón y Cajal, IRYCIS, Madrid, Spain
- Faculty of Medicine and Health Sciences, Alcalá University, Madrid, Spain
| | - María Dolores Corbacho-Loarte
- Infectious Diseases Department, Hospital Ramón y Cajal, IRYCIS, Madrid, Spain
- CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
| | - Laura Del Campo Albendea
- Biostatistics Department, Hospital Ramón y Cajal, IRYCIS, Madrid, Spain
- CIBER de Epidemiologia y Salud Pública, Instituto de Salud Carlos III, Madrid, Spain
| | - Sara Kamel-Rey
- Internal Medicine Department, Hospital Universitario Severo Ochoa, Madrid, Spain
| | | | - Rosa Escudero-Sánchez
- Infectious Diseases Department, Hospital Ramón y Cajal, IRYCIS, Madrid, Spain
- CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
| | - Manuel Ponce-Alonso
- CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
- Microbiology Department, Hospital Ramón y Cajal, IRYCIS, Madrid, Spain
| | - Santiago Moreno
- Faculty of Medicine and Health Sciences, Alcalá University, Madrid, Spain
- Infectious Diseases Department, Hospital Ramón y Cajal, IRYCIS, Madrid, Spain
- CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
| | - Javier Cobo
- Infectious Diseases Department, Hospital Ramón y Cajal, IRYCIS, Madrid, Spain
- CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
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10
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Herrera G, Castañeda S, Arboleda JC, Pérez-Jaramillo JE, Patarroyo MA, Ramírez JD, Muñoz M. Metagenome-assembled genomes (MAGs) suggest an acetate-driven protective role in gut microbiota disrupted by Clostridioides difficile. Microbiol Res 2024; 285:127739. [PMID: 38763016 DOI: 10.1016/j.micres.2024.127739] [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: 12/19/2023] [Revised: 03/20/2024] [Accepted: 04/22/2024] [Indexed: 05/21/2024]
Abstract
Clostridioides difficile may have a negative impact on gut microbiota composition in terms of diversity and abundance, thereby triggering functional changes supported by the differential presence of genes involved in significant metabolic pathways, such as short-chain fatty acids (SCFA). This work has evaluated shotgun metagenomics data regarding 48 samples from four groups classified according to diarrhea acquisition site (community- and healthcare facility-onset) and positive or negative Clostridioides difficile infection (CDI) result. The metagenomic-assembled genomes (MAGs) obtained from each sample were taxonomically assigned for preliminary comparative analysis concerning differences in composition among groups. The predicted genes involved in metabolism, transport, and signaling remained constant in microbiota members; characteristic patterns were observed in MAGs and genes involved in SCFA butyrate and acetate metabolic pathways for each study group. A decrease in genera and species, as well as relative MAG abundance with the presence of the acetate metabolism-related gene, was evident in the HCFO/- group. Increased antibiotic resistance markers (ARM) were observed in MAGs along with the genes involved in acetate metabolism. The results highlight the need to explore the role of acetate in greater depth as a potential protector of the imbalances produced by CDI, as occurs in other inflammatory intestinal diseases.
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Affiliation(s)
- Giovanny Herrera
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia
| | - Sergio Castañeda
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia
| | - Juan Camilo Arboleda
- Unidad de Bioprospección and Estudio de Microbiomas, Programa de Estudio y Control de Enfermedades Tropicales (PECET), Sede de Investigación Universitaria, Universidad de Antioquia, Medellín, Colombia; Semillero de Investigación en Bioinformática - GenomeSeq, Seccional Oriente, Universidad de Antioquia, Medellín, Colombia; Grupo de Fundamentos y Enseñanza de la Física y las Sistemas Dinámicas, Instituto de Biología, Facultad de Ciencias Exactas y Naturales, Universidad de Antioquia, Medellín, Colombia
| | - Juan E Pérez-Jaramillo
- Unidad de Bioprospección and Estudio de Microbiomas, Programa de Estudio y Control de Enfermedades Tropicales (PECET), Sede de Investigación Universitaria, Universidad de Antioquia, Medellín, Colombia; Semillero de Investigación en Bioinformática - GenomeSeq, Seccional Oriente, Universidad de Antioquia, Medellín, Colombia
| | - Manuel Alfonso Patarroyo
- Molecular Biology and Immunology Department, Fundación Instituto de Inmunología de Colombia (FIDIC), Bogotá, Colombia; Microbiology Department, Faculty of Medicine, Universidad Nacional de Colombia, Bogotá D.C. 111321, Colombia; Health Sciences Faculty, Universidad de Ciencias Aplicadas y Ambientales (U.D.C.A), Bogotá, Colombia
| | - Juan David Ramírez
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia; Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia; Molecular Microbiology Laboratory, Department of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Marina Muñoz
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia; Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia; Instituto de Biotecnología-UN (IBUN), Universidad Nacional de Colombia, Bogotá, Colombia.
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11
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Spigaglia P. Clostridioides difficile and Gut Microbiota: From Colonization to Infection and Treatment. Pathogens 2024; 13:646. [PMID: 39204246 PMCID: PMC11357127 DOI: 10.3390/pathogens13080646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Revised: 07/23/2024] [Accepted: 07/29/2024] [Indexed: 09/03/2024] Open
Abstract
Clostridioides difficile is the main causative agent of antibiotic-associated diarrhea (AAD) in hospitals in the developed world. Both infected patients and asymptomatic colonized individuals represent important transmission sources of C. difficile. C. difficile infection (CDI) shows a large range of symptoms, from mild diarrhea to severe manifestations such as pseudomembranous colitis. Epidemiological changes in CDIs have been observed in the last two decades, with the emergence of highly virulent types and more numerous and severe CDI cases in the community. C. difficile interacts with the gut microbiota throughout its entire life cycle, and the C. difficile's role as colonizer or invader largely depends on alterations in the gut microbiota, which C. difficile itself can promote and maintain. The restoration of the gut microbiota to a healthy state is considered potentially effective for the prevention and treatment of CDI. Besides a fecal microbiota transplantation (FMT), many other approaches to re-establishing intestinal eubiosis are currently under investigation. This review aims to explore current data on C. difficile and gut microbiota changes in colonized individuals and infected patients with a consideration of the recent emergence of highly virulent C. difficile types, with an overview of the microbial interventions used to restore the human gut microbiota.
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Affiliation(s)
- Patrizia Spigaglia
- Department of Infectious Diseases, Istituto Superiore di Sanità, 00161 Roma, Italy
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12
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van Rossen TM, van Beurden YH, Bogaards JA, Budding AE, Mulder CJJ, Vandenbroucke-Grauls CMJE. Fecal microbiota composition is a better predictor of recurrent Clostridioides difficile infection than clinical factors in a prospective, multicentre cohort study. BMC Infect Dis 2024; 24:687. [PMID: 38987677 PMCID: PMC11238444 DOI: 10.1186/s12879-024-09506-7] [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: 10/14/2023] [Accepted: 06/13/2024] [Indexed: 07/12/2024] Open
Abstract
INTRODUCTION Clostridioides difficile infection (CDI) is the most common cause of antibiotic-associated diarrhoea. Fidaxomicin and fecal microbiota transplantation (FMT) are effective, but expensive therapies to treat recurrent CDI (reCDI). Our objective was to develop a prediction model for reCDI based on the gut microbiota composition and clinical characteristics, to identify patients who could benefit from early treatment with fidaxomicin or FMT. METHODS Multicentre, prospective, observational study in adult patients diagnosed with a primary episode of CDI. Fecal samples and clinical data were collected prior to, and after 5 days of CDI treatment. Follow-up duration was 8 weeks. Microbiota composition was analysed by IS-pro, a bacterial profiling technique based on phylum- and species-specific differences in the 16-23 S interspace regions of ribosomal DNA. Bayesian additive regression trees (BART) and adaptive group-regularized logistic ridge regression (AGRR) were used to construct prediction models for reCDI. RESULTS 209 patients were included, of which 25% developed reCDI. Variables related to microbiota composition provided better prediction of reCDI and were preferentially selected over clinical factors in joint prediction models. Bacteroidetes abundance and diversity after start of CDI treatment, and the increase in Proteobacteria diversity relative to baseline, were the most robust predictors of reCDI. The sensitivity and specificity of a BART model including these factors were 95% and 78%, but these dropped to 67% and 62% in out-of-sample prediction. CONCLUSION Early microbiota response to CDI treatment is a better predictor of reCDI than clinical prognostic factors, but not yet sufficient enough to predict reCDI in daily practice.
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Affiliation(s)
- Tessel M van Rossen
- Department of Medical Microbiology & Infection Control, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
- Amsterdam Institute for Infection and Immunity, Amsterdam, The Netherlands.
- Department of Gastroenterology & Hepatology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
- Amsterdam Gastroenterology Endocrinology Metabolism Institute, Amsterdam, The Netherlands.
| | - Yvette H van Beurden
- Department of Gastroenterology & Hepatology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Johannes A Bogaards
- Amsterdam Institute for Infection and Immunity, Amsterdam, The Netherlands
- Department of Epidemiology and Data Science, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Amsterdam Public Health, Amsterdam, The Netherlands
| | | | - Chris J J Mulder
- Department of Gastroenterology & Hepatology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Amsterdam Gastroenterology Endocrinology Metabolism Institute, Amsterdam, The Netherlands
| | - Christina M J E Vandenbroucke-Grauls
- Department of Medical Microbiology & Infection Control, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Amsterdam Institute for Infection and Immunity, Amsterdam, The Netherlands
- Department of Clinical Epidemiology, Aarhus University, Aarhus, Denmark
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13
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Liu C, Wang Y, Wu Z, Tang X, Wang G, Wang J. Exploration of effective biomarkers for venous thrombosis embolism in Behçet's disease based on comprehensive bioinformatics analysis. Sci Rep 2024; 14:15884. [PMID: 38987624 PMCID: PMC11236978 DOI: 10.1038/s41598-024-66973-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Accepted: 07/05/2024] [Indexed: 07/12/2024] Open
Abstract
Behçet's disease (BD) is a multifaceted autoimmune disorder affecting multiple organ systems. Vascular complications, such as venous thromboembolism (VTE), are highly prevalent, affecting around 50% of individuals diagnosed with BD. This study aimed to identify potential biomarkers for VTE in BD patients. Three microarray datasets (GSE209567, GSE48000, GSE19151) were retrieved for analysis. Differentially expressed genes (DEGs) associated with VTE in BD were identified using the Limma package and weighted gene co-expression network analysis (WGCNA). Subsequently, potential diagnostic genes were explored through protein-protein interaction (PPI) network analysis and machine learning algorithms. A receiver operating characteristic (ROC) curve and a nomogram were constructed to evaluate the diagnostic performance for VTE in BD patients. Furthermore, immune cell infiltration analyses and single-sample gene set enrichment analysis (ssGSEA) were performed to investigate potential underlying mechanisms. Finally, the efficacy of listed drugs was assessed based on the identified signature genes. The limma package and WGCNA identified 117 DEGs related to VTE in BD. A PPI network analysis then selected 23 candidate hub genes. Four DEGs (E2F1, GATA3, HDAC5, and MSH2) were identified by intersecting gene sets from three machine learning algorithms. ROC analysis and nomogram construction demonstrated high diagnostic accuracy for these four genes (AUC: 0.816, 95% CI: 0.723-0.909). Immune cell infiltration analysis revealed a positive correlation between dysregulated immune cells and the four hub genes. ssGSEA provided insights into potential mechanisms underlying VTE development and progression in BD patients. Additionally, therapeutic agent screening identified potential drugs targeting the four hub genes. This study employed a systematic approach to identify four potential hub genes (E2F1, GATA3, HDAC5, and MSH2) and construct a nomogram for VTE diagnosis in BD. Immune cell infiltration analysis revealed dysregulation, suggesting potential macrophage involvement in VTE development. ssGSEA provided insights into potential mechanisms underlying BD-induced VTE, and potential therapeutic agents were identified.
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Affiliation(s)
- Chunjiang Liu
- Division of Vascular Surgery, Department of General Surgery, Shaoxing People's Hospital, Shaoxing, 312000, China
| | - Yuan Wang
- Department of Intervention Vascular, Hefei Hospital of Anhui Medical University, Hefei, 230000, China
| | - Zhifeng Wu
- Division of Vascular Surgery, Department of General Surgery, Shaoxing People's Hospital, Shaoxing, 312000, China
- Medical College, Shaoxing University, Shaoxing, 312000, China
| | - Xiaoqi Tang
- Division of Vascular Surgery, Department of General Surgery, Shaoxing People's Hospital, Shaoxing, 312000, China
| | - Guohua Wang
- Division of Vascular Surgery, Department of General Surgery, Shaoxing People's Hospital, Shaoxing, 312000, China
| | - Jiajia Wang
- Department of Rheumatology, Shaoxing People's Hospital, 568# Zhongxing North Road, Shaoxing, 312000, China.
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14
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Rasmussen TS, Mao X, Forster S, Larsen SB, Von Münchow A, Tranæs KD, Brunse A, Larsen F, Mejia JLC, Adamberg S, Hansen AK, Adamberg K, Hansen CHF, Nielsen DS. Overcoming donor variability and risks associated with fecal microbiota transplants through bacteriophage-mediated treatments. MICROBIOME 2024; 12:119. [PMID: 38951925 PMCID: PMC11218093 DOI: 10.1186/s40168-024-01820-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 04/19/2024] [Indexed: 07/03/2024]
Abstract
BACKGROUND Fecal microbiota transplantation (FMT) and fecal virome transplantation (FVT, sterile filtrated donor feces) have been effective in treating recurrent Clostridioides difficile infections, possibly through bacteriophage-mediated modulation of the gut microbiome. However, challenges like donor variability, costly screening, coupled with concerns over pathogen transfer (incl. eukaryotic viruses) with FMT or FVT hinder their wider clinical application in treating less acute diseases. METHODS To overcome these challenges, we developed methods to broaden FVT's clinical application while maintaining efficacy and increasing safety. Specifically, we employed the following approaches: (1) chemostat-fermentation to reproduce the bacteriophage FVT donor component and remove eukaryotic viruses (FVT-ChP), (2) solvent-detergent treatment to inactivate enveloped viruses (FVT-SDT), and (3) pyronin-Y treatment to inhibit RNA virus replication (FVT-PyT). We assessed the efficacy of these processed FVTs in a C. difficile infection mouse model and compared them with untreated FVT (FVT-UnT), FMT, and saline. RESULTS FVT-SDT, FVT-UnT, and FVT-ChP reduced the incidence of mice reaching the humane endpoint (0/8, 2/7, and 3/8, respectively) compared to FMT, FVT-PyT, and saline (5/8, 7/8, and 5/7, respectively) and significantly reduced the load of colonizing C. difficile cells and associated toxin A/B levels. There was a potential elimination of C. difficile colonization, with seven out of eight mice treated with FVT-SDT testing negative with qPCR. In contrast, all other treatments exhibited the continued presence of C. difficile. Moreover, the results were supported by changes in the gut microbiome profiles, cecal cytokine levels, and histopathological findings. Assessment of viral engraftment following FMT/FVT treatment and host-phage correlations analysis suggested that transfer of phages likely were an important contributing factor associated with treatment efficacy. CONCLUSIONS This proof-of-concept study shows that specific modifications of FVT hold promise in addressing challenges related to donor variability and infection risks. Two strategies lead to treatments significantly limiting C. difficile colonization in mice, with solvent/detergent treatment and chemostat propagation of donor phages emerging as promising approaches. Video Abstract.
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Affiliation(s)
- Torben Sølbeck Rasmussen
- Section of Food Microbiology, Gut Health, and Fermentation, Department of Food Science, University of Copenhagen, Rolighedsvej 26 4, 1958, Frederiksberg, Denmark.
| | - Xiaotian Mao
- Section of Food Microbiology, Gut Health, and Fermentation, Department of Food Science, University of Copenhagen, Rolighedsvej 26 4, 1958, Frederiksberg, Denmark
| | - Sarah Forster
- Section of Food Microbiology, Gut Health, and Fermentation, Department of Food Science, University of Copenhagen, Rolighedsvej 26 4, 1958, Frederiksberg, Denmark
| | - Sabina Birgitte Larsen
- Section of Food Microbiology, Gut Health, and Fermentation, Department of Food Science, University of Copenhagen, Rolighedsvej 26 4, 1958, Frederiksberg, Denmark
| | - Alexandra Von Münchow
- Section of Experimental Animal Models, Department, of Veterinary and Animal Sciences, University of Copenhagen, Ridebanevej 9 1, 1871, Frederiksberg, Denmark
| | - Kaare Dyekær Tranæs
- Section of Food Microbiology, Gut Health, and Fermentation, Department of Food Science, University of Copenhagen, Rolighedsvej 26 4, 1958, Frederiksberg, Denmark
| | - Anders Brunse
- Section of Comparative Pediatrics and Nutrition, Department of Veterinary and Animal Sciences, University of Copenhagen, Dyrlægevej 68, 1870, Frederiksberg, Denmark
| | - Frej Larsen
- Section of Food Microbiology, Gut Health, and Fermentation, Department of Food Science, University of Copenhagen, Rolighedsvej 26 4, 1958, Frederiksberg, Denmark
| | - Josue Leonardo Castro Mejia
- Section of Food Microbiology, Gut Health, and Fermentation, Department of Food Science, University of Copenhagen, Rolighedsvej 26 4, 1958, Frederiksberg, Denmark
| | - Signe Adamberg
- Department of Chemistry and Biotechnology, Tallinn University of Technology, Akadeemia tee 15, 12618, Tallinn, Estonia
| | - Axel Kornerup Hansen
- Section of Experimental Animal Models, Department, of Veterinary and Animal Sciences, University of Copenhagen, Ridebanevej 9 1, 1871, Frederiksberg, Denmark
| | - Kaarel Adamberg
- Department of Chemistry and Biotechnology, Tallinn University of Technology, Akadeemia tee 15, 12618, Tallinn, Estonia
| | - Camilla Hartmann Friis Hansen
- Section of Experimental Animal Models, Department, of Veterinary and Animal Sciences, University of Copenhagen, Ridebanevej 9 1, 1871, Frederiksberg, Denmark
| | - Dennis Sandris Nielsen
- Section of Food Microbiology, Gut Health, and Fermentation, Department of Food Science, University of Copenhagen, Rolighedsvej 26 4, 1958, Frederiksberg, Denmark.
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15
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Liu C, Wu H, Li K, Chi Y, Wu Z, Xing C. Identification of biomarkers for abdominal aortic aneurysm in Behçet's disease via mendelian randomization and integrated bioinformatics analyses. J Cell Mol Med 2024; 28:e18398. [PMID: 38785203 PMCID: PMC11117452 DOI: 10.1111/jcmm.18398] [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: 12/26/2023] [Revised: 04/03/2024] [Accepted: 04/30/2024] [Indexed: 05/25/2024] Open
Abstract
Behçet's disease (BD) is a complex autoimmune disorder impacting several organ systems. Although the involvement of abdominal aortic aneurysm (AAA) in BD is rare, it can be associated with severe consequences. In the present study, we identified diagnostic biomarkers in patients with BD having AAA. Mendelian randomization (MR) analysis was initially used to explore the potential causal association between BD and AAA. The Limma package, WGCNA, PPI and machine learning algorithms were employed to identify potential diagnostic genes. A receiver operating characteristic curve (ROC) for the nomogram was constructed to ascertain the diagnostic value of AAA in patients with BD. Finally, immune cell infiltration analyses and single-sample gene set enrichment analysis (ssGSEA) were conducted. The MR analysis indicated a suggestive association between BD and the risk of AAA (odds ratio [OR]: 1.0384, 95% confidence interval [CI]: 1.0081-1.0696, p = 0.0126). Three hub genes (CD247, CD2 and CCR7) were identified using the integrated bioinformatics analyses, which were subsequently utilised to construct a nomogram (area under the curve [AUC]: 0.982, 95% CI: 0.944-1.000). Finally, the immune cell infiltration assay revealed that dysregulation immune cells were positively correlated with the three hub genes. Our MR analyses revealed a higher susceptibility of patients with BD to AAA. We used a systematic approach to identify three potential hub genes (CD247, CD2 and CCR7) and developed a nomogram to assist in the diagnosis of AAA among patients with BD. In addition, immune cell infiltration analysis indicated the dysregulation in immune cell proportions.
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Affiliation(s)
- Chunjiang Liu
- Department of General SurgeryThe Second Affiliated Hospital of Soochow UniversitySuzhouChina
| | - Huadong Wu
- Department of vascular surgeryFirst affiliated Hospital of Huzhou UniversityHuzhouChina
| | - Kuan Li
- Department of General SurgeryKunshan Hospital of Traditional Chinese MedicineKunshanChina
| | - Yongxing Chi
- Department of General SurgeryThe Second Affiliated Hospital of Soochow UniversitySuzhouChina
| | - Zhaoying Wu
- Department of General SurgeryThe Second Affiliated Hospital of Soochow UniversitySuzhouChina
| | - Chungen Xing
- Department of General SurgeryThe Second Affiliated Hospital of Soochow UniversitySuzhouChina
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16
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Ghosh S, Erickson D, Chua MJ, Collins J, Jala VR. The microbial metabolite urolithin A reduces Clostridioides difficile toxin expression and toxin-induced epithelial damage. mSystems 2024; 9:e0125523. [PMID: 38193707 PMCID: PMC10878087 DOI: 10.1128/msystems.01255-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 12/04/2023] [Indexed: 01/10/2024] Open
Abstract
Clostridioides difficile is a Gram-positive, anaerobic, spore-forming bacterium responsible for antibiotic-associated pseudomembranous colitis. Clostridioides difficile infection (CDI) symptoms can range from diarrhea to life-threatening colon damage. Toxins produced by C. difficile (TcdA and TcdB) cause intestinal epithelial injury and lead to severe gut barrier dysfunction, stem cell damage, and impaired regeneration of the gut epithelium. Current treatment options for intestinal repair are limited. In this study, we demonstrate that treatment with the microbial metabolite urolithin A (UroA) attenuates CDI-induced adverse effects on the colon epithelium in a preclinical model of CDI-induced colitis. Moreover, our analysis suggests that UroA treatment protects against C. difficile-induced inflammation, disruption of gut barrier integrity, and intestinal tight junction proteins in the colon of CDI mice. Importantly, UroA treatment significantly reduced the expression and release of toxins from C. difficile without inducing bacterial cell death. These results indicate the direct regulatory effects of UroA on bacterial gene regulation. Overall, our findings reveal a novel aspect of UroA activity, as it appears to act at both the bacterial and host levels to protect against CDI-induced colitis pathogenesis. This research sheds light on a promising avenue for the development of novel treatments for C. difficile infection.IMPORTANCETherapy for Clostridioides difficile infections includes the use of antibiotics, immunosuppressors, and fecal microbiota transplantation. However, these treatments have several drawbacks, including the loss of colonization resistance, the promotion of autoimmune disorders, and the potential for unknown pathogens in donor samples. To date, the potential benefits of microbial metabolites in CDI-induced colitis have not been fully investigated. Here, we report for the first time that the microbial metabolite urolithin A has the potential to block toxin production from C. difficile and enhance gut barrier function to mitigate CDI-induced colitis.
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Affiliation(s)
- Sweta Ghosh
- Department of Microbiology and Immunology, University of Louisville, Louisville, Kentucky, USA
- UofL-Brown Cancer Center, Louisville, Kentucky, USA
| | - Daniel Erickson
- Department of Microbiology and Immunology, University of Louisville, Louisville, Kentucky, USA
| | - Michelle J. Chua
- Department of Microbiology and Immunology, University of Louisville, Louisville, Kentucky, USA
| | - James Collins
- Department of Microbiology and Immunology, University of Louisville, Louisville, Kentucky, USA
- Center for Predictive Medicine, University of Louisville, Louisville, Kentucky, USA
- Center for Microbiomics, Inflammation and Pathogenicity, University of Louisville, Louisville, Kentucky, USA
| | - Venkatakrishna Rao Jala
- Department of Microbiology and Immunology, University of Louisville, Louisville, Kentucky, USA
- UofL-Brown Cancer Center, Louisville, Kentucky, USA
- Center for Microbiomics, Inflammation and Pathogenicity, University of Louisville, Louisville, Kentucky, USA
- Center for Integrative Environmental Health Sciences, University of Louisville, Louisville, Kentucky, USA
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17
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Monday L, Tillotson G, Chopra T. Microbiota-Based Live Biotherapeutic Products for Clostridioides Difficile Infection- The Devil is in the Details. Infect Drug Resist 2024; 17:623-639. [PMID: 38375101 PMCID: PMC10876012 DOI: 10.2147/idr.s419243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Accepted: 02/12/2024] [Indexed: 02/21/2024] Open
Abstract
Clostridioides difficile infection (CDI) remains a significant contributor to healthcare costs and morbidity due to high rates of recurrence. Currently, available antibiotic treatment strategies further disrupt the fecal microbiome and do not address the alterations in commensal flora (dysbiosis) that set the stage for CDI. Advances in microbiome-based research have resulted in the development of new agents, classified as live biotherapeutic products (LBPs), for preventing recurrent CDI (rCDI) by restoring eubiosis. Prior to the LBPs, fecal microbiota transplantation (FMT) was available for this purpose; however, lack of large-scale availability and safety concerns have remained barriers to its widespread use. The LBPs are an exciting development, but questions remain. Some are derived directly from human stool while other developmental products contain a defined microbial consortium manufactured ex vivo, and they may be composed of either living bacteria or their spores, making it difficult to compare members of this heterogenous drug class to one another. None have been studied head-to head or against FMT in preventing rCDI. As a class, they have considerable variability in their biologic composition, biopharmaceutic science, route of administration, stages of development, and clinical trial data. This review will start by explaining the role of dysbiosis in CDI, then give the details of the biopharmaceutical components for the LBPs which are approved or in development including how they differ from FMT and from one another. We then discuss the clinical trials of the LBPs currently approved for rCDI and end with the future clinical directions of LBPs beyond C. difficile.
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Affiliation(s)
- Lea Monday
- Division of Infectious Diseases, Wayne State University School of Medicine, Detroit, MI, USA
| | | | - Teena Chopra
- Division of Infectious Diseases, Wayne State University School of Medicine, Detroit, MI, USA
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18
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Dai R, Kelly BN, Ike A, Berger D, Chan A, Drew DA, Ljungman D, Mutiibwa D, Ricciardi R, Tumusiime G, Cusack JC. The Impact of the Gut Microbiome, Environment, and Diet in Early-Onset Colorectal Cancer Development. Cancers (Basel) 2024; 16:676. [PMID: 38339427 PMCID: PMC10854951 DOI: 10.3390/cancers16030676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 01/26/2024] [Accepted: 02/02/2024] [Indexed: 02/12/2024] Open
Abstract
Traditionally considered a disease common in the older population, colorectal cancer is increasing in incidence among younger demographics. Evidence suggests that populational- and generational-level shifts in the composition of the human gut microbiome may be tied to the recent trends in gastrointestinal carcinogenesis. This review provides an overview of current research and putative mechanisms behind the rising incidence of colorectal cancer in the younger population, with insight into future interventions that may prevent or reverse the rate of early-onset colorectal carcinoma.
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Affiliation(s)
- Rui Dai
- Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA
- Harvard Medical School, Harvard University, Boston, MA 02115, USA; (D.B.); (A.C.); (D.A.D.); (R.R.)
| | - Bridget N. Kelly
- Department of Surgery, Massachusetts General Hospital, Boston, MA 02114, USA (A.I.)
| | - Amarachi Ike
- Department of Surgery, Massachusetts General Hospital, Boston, MA 02114, USA (A.I.)
| | - David Berger
- Harvard Medical School, Harvard University, Boston, MA 02115, USA; (D.B.); (A.C.); (D.A.D.); (R.R.)
- Department of Surgery, Massachusetts General Hospital, Boston, MA 02114, USA (A.I.)
| | - Andrew Chan
- Harvard Medical School, Harvard University, Boston, MA 02115, USA; (D.B.); (A.C.); (D.A.D.); (R.R.)
- Department of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - David A. Drew
- Harvard Medical School, Harvard University, Boston, MA 02115, USA; (D.B.); (A.C.); (D.A.D.); (R.R.)
- Department of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - David Ljungman
- Sahlgrenska University Hospital, University of Gothenburg, 413 45 Gothenburg, Sweden;
| | - David Mutiibwa
- Department of Surgery, Mbarara University of Science and Technology, Mbarara P.O. Box 1410, Uganda;
| | - Rocco Ricciardi
- Harvard Medical School, Harvard University, Boston, MA 02115, USA; (D.B.); (A.C.); (D.A.D.); (R.R.)
- Department of Surgery, Massachusetts General Hospital, Boston, MA 02114, USA (A.I.)
| | - Gerald Tumusiime
- School of Medicine, Uganda Christian University, Mukono P.O. Box 4, Uganda;
| | - James C. Cusack
- Harvard Medical School, Harvard University, Boston, MA 02115, USA; (D.B.); (A.C.); (D.A.D.); (R.R.)
- Department of Surgery, Massachusetts General Hospital, Boston, MA 02114, USA (A.I.)
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19
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Ghani R, Chrysostomou D, Roberts LA, Pandiaraja M, Marchesi JR, Mullish BH. Faecal (or intestinal) microbiota transplant: a tool for repairing the gut microbiome. Gut Microbes 2024; 16:2423026. [PMID: 39499189 PMCID: PMC11540080 DOI: 10.1080/19490976.2024.2423026] [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: 09/03/2024] [Revised: 10/21/2024] [Accepted: 10/24/2024] [Indexed: 11/07/2024] Open
Abstract
Faecal/intestinal microbiota transplant (FMT/IMT) is an efficacious treatment option for recurrent Clostridioides difficile infection, which has prompted substantial interest in FMT's potential role in the management of a much broader range of diseases associated with the gut microbiome. Despite its promise, the success rates of FMT in these other settings have been variable. This review critically evaluates the current evidence on the impact of clinical, biological, and procedural factors upon the therapeutic efficacy of FMT, and identifies areas that remain nebulous. Due to some of these factors, the optimal therapeutic approach remains unclear; for example, the preferred timing of FMT administration in a heavily antibiotic-exposed hematopoietic cell transplant recipient is not standardized, with arguments that can be made in alternate directions. We explore how these factors may impact upon more informed selection of donors, potential matching of donors to recipients, and aspects of clinical care of FMT recipients. This includes consideration of how gut microbiome composition and functionality may strategically inform donor selection criteria. Furthermore, we review how the most productive advances within the FMT space are those where clinical and translational outcomes are assessed together, and where this model has been used productively in recent years to better understand the contribution of the gut microbiome to human disease, and start the process toward development of more targeted microbiome therapeutics.
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Affiliation(s)
- Rohma Ghani
- Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, UK
- Department of Infectious Diseases, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London, UK
| | - Despoina Chrysostomou
- Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, UK
| | - Lauren A Roberts
- Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, UK
| | - Madhumitha Pandiaraja
- Department of Gastroenterology, St Mary’s Hospital, Imperial College Healthcare NHS Trust, London, UK
| | - Julian R. Marchesi
- Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, UK
| | - Benjamin H. Mullish
- Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, UK
- Department of Hepatology, St Mary’s Hospital, Imperial College Healthcare NHS Trust, London, UK
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20
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Normington C, Chilton CH, Buckley AM. Clostridioides difficile infections; new treatments and future perspectives. Curr Opin Gastroenterol 2024; 40:7-13. [PMID: 37942659 PMCID: PMC10715702 DOI: 10.1097/mog.0000000000000989] [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] [Indexed: 11/10/2023]
Abstract
PURPOSE OF REVIEW As a significant cause of global morbidity and mortality, Clostridioides difficile infections (CDIs) are listed by the Centres for Disease Control and prevention as one of the top 5 urgent threats in the USA. CDI occurs from gut microbiome dysbiosis, typically through antibiotic-mediated disruption; however, antibiotics are the treatment of choice, which can result in recurrent infections. Here, we highlight new treatments available and provide a perspective on different classes of future treatments. RECENT FINDINGS Due to the reduced risk of disease recurrence, the microbiome-sparing antibiotic Fidaxomicin has been recommended as the first-line treatment for C. difficile infection. Based on the success of faecal microbiota transplantations (FMT) in treating CDI recurrence, defined microbiome biotherapeutics offer a safer and more tightly controlled alterative as an adjunct to antibiotic therapy. Given the association between antibiotic-mediated dysbiosis of the intestinal microbiota and the recurrence of CDI, future prospective therapies aim to reduce the dependence on antibiotics for the treatment of CDI. SUMMARY With current first-in-line antibiotic therapy options associated with high levels of recurrent CDI, the availability of new generation targeted therapeutics can really impact treatment success. There are still unknowns about the long-term implications of these new CDI therapeutics, but efforts to expand the CDI treatment toolbox can offer multiple solutions for clinicians to treat this multifaceted infectious disease to reduce patient suffering.
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Affiliation(s)
- Charmaine Normington
- Healthcare Associated Infections Research Group, School of Medicine, Faculty of Health and Medicine, University of Leeds
- Leeds Teaching Hospital Trust, Leeds General Infirmary
| | - Caroline H. Chilton
- Healthcare Associated Infections Research Group, School of Medicine, Faculty of Health and Medicine, University of Leeds
- Leeds Teaching Hospital Trust, Leeds General Infirmary
| | - Anthony M. Buckley
- Microbiome and Nutritional Sciences Group, School of Food Science & Nutrition, Faculty of Environment, University of Leeds, Leeds, UK
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21
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Vázquez-Cuesta S, Lozano García N, Fernández AI, Olmedo M, Kestler M, Alcalá L, Marín M, Bermejo J, Díaz FFA, Muñoz P, Bouza E, Reigadas E. Microbiome profile and calprotectin levels as markers of risk of recurrent Clostridioides difficile infection. Front Cell Infect Microbiol 2023; 13:1237500. [PMID: 37780848 PMCID: PMC10534046 DOI: 10.3389/fcimb.2023.1237500] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 08/23/2023] [Indexed: 10/03/2023] Open
Abstract
Introduction Clostridioides difficile infection (CDI) is the main cause of nosocomial diarrhoea in developed countries. Recurrent CDI (R-CDI), which affects 20%-30% of patients and significantly increases hospital stay and associated costs, is a key challenge. The main objective of this study was to explore the role of the microbiome and calprotectin levels as predictive biomarkers of R-CDI. Methods We prospectively (2019-2021) included patients with a primary episode of CDI. Clinical data and faecal samples were collected. The microbiome was analysed by sequencing the hypervariable V4 region of the 16S rRNA gene on an Illumina Miseq platform. Results We enrolled 200 patients with primary CDI, of whom 54 developed R-CDI and 146 did not. We analysed 200 primary samples and found that Fusobacterium increased in abundance, while Collinsella, Senegalimassilia, Prevotella and Ruminococcus decreased in patients with recurrent versus non-recurrent disease. Elevated calprotectin levels correlated significantly with R-CDI (p=0.01). We built a risk index for R-CDI, including as prognostic factors age, sex, immunosuppression, toxin B amplification cycle, creatinine levels and faecal calprotectin levels (overall accuracy of 79%). Discussion Calprotectin levels and abundance of microbial genera such as Fusobacterium and Prevotella in primary episodes could be useful as early markers of R-CDI. We propose a readily available model for prediction of R-CDI that can be applied at the initial CDI episode. The use of this tool could help to better tailor treatments according to the risk of R-CDI.
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Affiliation(s)
- Silvia Vázquez-Cuesta
- Department of Clinical Microbiology and Infectious Diseases, Hospital General Universitario Gregorio Marañón, Madrid, Spain
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Biochemistry and Molecular Biology Department, Faculty of Biology, Universidad Complutense de Madrid (UCM), Madrid, Spain
| | - Nuria Lozano García
- Department of Clinical Microbiology and Infectious Diseases, Hospital General Universitario Gregorio Marañón, Madrid, Spain
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
| | - Ana I. Fernández
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Department of Cardiology, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - María Olmedo
- Department of Clinical Microbiology and Infectious Diseases, Hospital General Universitario Gregorio Marañón, Madrid, Spain
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
| | - Martha Kestler
- Department of Clinical Microbiology and Infectious Diseases, Hospital General Universitario Gregorio Marañón, Madrid, Spain
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Medicine Department, School of Medicine, Universidad Complutense de Madrid (UCM), Madrid, Spain
| | - Luis Alcalá
- Department of Clinical Microbiology and Infectious Diseases, Hospital General Universitario Gregorio Marañón, Madrid, Spain
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Centro de Investigación Biomédica en red de Enfermedades Respiratorias (CIBERES CB06/06/0058), Madrid, Spain
| | - Mercedes Marín
- Department of Clinical Microbiology and Infectious Diseases, Hospital General Universitario Gregorio Marañón, Madrid, Spain
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Medicine Department, School of Medicine, Universidad Complutense de Madrid (UCM), Madrid, Spain
- Centro de Investigación Biomédica en red de Enfermedades Respiratorias (CIBERES CB06/06/0058), Madrid, Spain
| | - Javier Bermejo
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Department of Cardiology, Hospital General Universitario Gregorio Marañón, Madrid, Spain
- Medicine Department, School of Medicine, Universidad Complutense de Madrid (UCM), Madrid, Spain
- Centro de Investigación Biomédica en red de Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain
| | - Francisco Fernández-Avilés Díaz
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Department of Cardiology, Hospital General Universitario Gregorio Marañón, Madrid, Spain
- Medicine Department, School of Medicine, Universidad Complutense de Madrid (UCM), Madrid, Spain
- Centro de Investigación Biomédica en red de Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain
| | - Patricia Muñoz
- Department of Clinical Microbiology and Infectious Diseases, Hospital General Universitario Gregorio Marañón, Madrid, Spain
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Medicine Department, School of Medicine, Universidad Complutense de Madrid (UCM), Madrid, Spain
- Centro de Investigación Biomédica en red de Enfermedades Respiratorias (CIBERES CB06/06/0058), Madrid, Spain
| | - Emilio Bouza
- Department of Clinical Microbiology and Infectious Diseases, Hospital General Universitario Gregorio Marañón, Madrid, Spain
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Medicine Department, School of Medicine, Universidad Complutense de Madrid (UCM), Madrid, Spain
- Centro de Investigación Biomédica en red de Enfermedades Respiratorias (CIBERES CB06/06/0058), Madrid, Spain
| | - Elena Reigadas
- Department of Clinical Microbiology and Infectious Diseases, Hospital General Universitario Gregorio Marañón, Madrid, Spain
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
- Medicine Department, School of Medicine, Universidad Complutense de Madrid (UCM), Madrid, Spain
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22
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Larsen IS, Chenaux M, Collins FWJ, Mandic A, Hansen LBS, Lauridsen CAS, Haller RF, Elvig-Jørgensen S, Horwell E, Christiansen J, Silva A, Vehreschild MJGT, Cutting SM, Roggenbuck-Wedemeyer M, Kristensen NN. Bacillus velezensis DSM 33864 reduces Clostridioides difficile colonization without disturbing commensal gut microbiota composition. Sci Rep 2023; 13:14941. [PMID: 37696924 PMCID: PMC10495459 DOI: 10.1038/s41598-023-42128-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 09/05/2023] [Indexed: 09/13/2023] Open
Abstract
Up to 25% of the US population harbor Clostridioides difficile in the gut. Following antibiotic disruption of the gut microbiota, C. difficile can act as an opportunistic pathogen and induce potentially lethal infections. Consequently, reducing the colonization of C. difficile in at-risk populations is warranted, prompting us to identify and characterize a probiotic candidate specifically targeting C. difficile colonization. We identified Bacillus velezensis DSM 33864 as a promising strain to reduce C. difficile levels in vitro. We further investigated the effects of B. velezensis DSM 33864 in an assay including human fecal medium and in healthy or clindamycin-treated mouse models of C. difficile colonization. The addition of B. velezensis DSM 33864 to human fecal samples was shown to reduce the colonization of C. difficile in vitro. This was supported in vivo where orally administered B. velezensis DSM 33864 spores reduced C. difficile levels in clindamycin-treated mice. The commensal microbiota composition or post-antibiotic reconstitution was not impacted by B. velezensis DSM 33864 in human fecal samples, short-, or long-term administration in mice. In conclusion, oral administration of B. velezensis DSM 33864 specifically reduced C. difficile colonization in vitro and in vivo without adversely impacting the commensal gut microbiota composition.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Ed Horwell
- Bioscience Innovation Centre, Sporegen Ltd., 2 Royal College Street, London, NW1 0NH, UK
| | | | | | - Maria J G T Vehreschild
- Department of Internal Medicine, Infectious Diseases, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Simon M Cutting
- Bioscience Innovation Centre, Sporegen Ltd., 2 Royal College Street, London, NW1 0NH, UK
- Department of Biological Sciences, Royal Holloway University of London, Egham, Surrey, UK
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23
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Murphy CK, O’Donnell MM, Hegarty JW, Schulz S, Hill C, Ross RP, Rea MC, Farquhar R, Chesnel L. Novel, non-colonizing, single-strain live biotherapeutic product ADS024 protects against Clostridioides difficile infection challenge in vivo. World J Gastrointest Pathophysiol 2023; 14:71-85. [PMID: 37727283 PMCID: PMC10505952 DOI: 10.4291/wjgp.v14.i4.71] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 08/02/2023] [Accepted: 08/07/2023] [Indexed: 08/24/2023] Open
Abstract
BACKGROUND The Centers for Disease Control and Prevention estimate that Clostridioides difficile (C. difficile) causes half a million infections (CDI) annually and is a major cause of total infectious disease death in the United States, causing inflammation of the colon and potentially deadly diarrhea. We recently reported the isolation of ADS024, a Bacillus velezensis (B. velezensis) strain, which demonstrated direct in vitro bactericidal activity against C. difficile, with minimal collateral impact on other members of the gut microbiota. In this study, we hypothesized that in vitro activities of ADS024 will translate in vivo to protect against CDI challenge in mouse models. AIM To investigate the in vivo efficacy of B. velezensis ADS024 in protecting against CDI challenge in mouse models. METHODS To mimic disruption of the gut microbiota, the mice were exposed to vancomycin prior to dosing with ADS024. For the mouse single-dose study, the recovery of ADS024 was assessed via microbiological analysis of intestinal and fecal samples at 4 h, 8 h, and 24 h after a single oral dose of 5 × 108 colony-forming units (CFU)/mouse of freshly grown ADS024. The single-dose study in miniature swine included groups that had been pre-dosed with vancomycin and that had been exposed to a dose range of ADS024, and a group that was not pre-dosed with vancomycin and received a single dose of ADS024. The ADS024 colonies [assessed by quantitative polymerase chain reaction (qPCR) using ADS024-specific primers] were counted on agar plates. For the 28-d miniature swine study, qPCR was used to measure ADS024 levels from fecal samples after oral administration of ADS024 capsules containing 5 × 109 CFU for 28 consecutive days, followed by MiSeq compositional sequencing and bioinformatic analyses to measure the impact of ADS024 on microbiota. Two studies were performed to determine the efficacy of ADS024 in a mouse model of CDI: Study 1 to determine the effects of fresh ADS024 culture and ADS024 spore preparations on the clinical manifestations of CDI in mice, and Study 2 to compare the efficacy of single daily doses vs dosing 3 times per day with fresh ADS024. C. difficile challenge was performed 24 h after the start of ADS024 exposure. To model the human distal colon, an anerobic fecal fermentation system was used. MiSeq compositional sequencing and bioinformatic analyses were performed to measure microbiota diversity changes following ADS024 treatment. To assess the potential of ADS024 to be a source of antibiotic resistance, its susceptibility to 18 different antibiotics was tested. RESULTS In a mouse model of CDI challenge, single daily doses of ADS024 were as efficacious as multiple daily doses in protecting against subsequent challenge by C. difficile pathogen-induced disease. ADS024 showed no evidence of colonization based on the observation that the ADS024 colonies were not recovered 24 h after single doses in mice or 72 h after single doses in miniature swine. In a 28-d repeat-dose study in miniature swine, ADS024 was not detected in fecal samples using plating and qPCR methods. Phylogenetic analysis performed in the human distal colon model showed that ADS024 had a selective impact on the healthy human colonic microbiota, similarly to the in vivo studies performed in miniature swine. Safety assessments indicated that ADS024 was susceptible to all the antibiotics tested, while in silico testing revealed a low potential for off-target activity or virulence and antibiotic-resistance mechanisms. CONCLUSION Our findings, demonstrating in vivo efficacy of ADS024 in protecting against CDI challenge in mouse models, support the use of ADS024 in preventing recurrent CDI following standard antibiotic treatment.
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Affiliation(s)
- Christopher K Murphy
- Research and Development, Adiso Therapeutics Inc., Concord, MA 01742, United States
| | | | - James W Hegarty
- Teagasc Food Research Centre, Moorepark Fermoy, Cork P61 C996, Ireland
| | - Sarah Schulz
- APC Microbiome Ireland, University College Cork, Cork T12 K8AF, Ireland
| | - Colin Hill
- APC Microbiome Ireland, University College Cork, Cork T12 K8AF, Ireland
| | - R Paul Ross
- APC Microbiome Ireland, University College Cork, Cork T12 K8AF, Ireland
| | - Mary C Rea
- Teagasc Food Research Centre, Moorepark Fermoy, Cork P61 C996, Ireland
| | - Ronald Farquhar
- Executive Leadership Team, Adiso Therapeutics Inc., Concord, MA 01742, United States
| | - Laurent Chesnel
- Research and Development, Adiso Therapeutics Inc., Concord, MA 01742, United States
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24
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Jenior ML, Leslie JL, Kolling GL, Archbald-Pannone L, Powers DA, Petri WA, Papin JA. Systems-ecology designed bacterial consortium protects from severe Clostridioides difficile infection. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.08.552483. [PMID: 37609255 PMCID: PMC10441344 DOI: 10.1101/2023.08.08.552483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/24/2023]
Abstract
Fecal Microbiota Transplant (FMT) is an emerging therapy that has had remarkable success in treatment and prevention of recurrent Clostridioides difficile infection (rCDI). FMT has recently been associated with adverse outcomes such as inadvertent transfer of antimicrobial resistance, necessitating development of more targeted bacteriotherapies. To address this challenge, we developed a novel systems biology pipeline to identify candidate probiotic strains that would be predicted to interrupt C. difficile pathogenesis. Utilizing metagenomic characterization of human FMT donor samples, we identified those metabolic pathways most associated with successful FMTs and reconstructed the metabolism of encoding species to simulate interactions with C. difficile . This analysis resulted in predictions of high levels of cross-feeding for amino acids in species most associated with FMT success. Guided by these in silico models, we assembled consortia of bacteria with increased amino acid cross-feeding which were then validated in vitro . We subsequently tested the consortia in a murine model of CDI, demonstrating total protection from severe CDI through decreased toxin levels, recovered gut microbiota, and increased intestinal eosinophils. These results support the novel framework that amino acid cross-feeding is likely a critical mechanism in the initial resolution of CDI by FMT. Importantly, we conclude that our predictive platform based on predicted and testable metabolic interactions between the microbiota and C. difficile led to a rationally designed biotherapeutic framework that may be extended to other enteric infections.
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25
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Ghosh S, Erickson D, Chua MJ, Collins J, Jala VR. The microbial metabolite Urolithin A reduces C. difficile toxin expression and repairs toxin-induced epithelial damage. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.24.550342. [PMID: 37546803 PMCID: PMC10402075 DOI: 10.1101/2023.07.24.550342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Abstract
Clostridioides difficile is a gram-positive, anaerobic, spore-forming bacterium that is responsible for antibiotic-associated pseudomembranous colitis. Clostridioides difficile infection (CDI) symptoms can range from diarrhea to life-threatening colon damage. Toxins produced by C. difficile (TcdA and TcdB) cause intestinal epithelial injury and lead to severe gut barrier dysfunction, stem cell damage, and impaired regeneration of the gut epithelium. Current treatment options for intestinal repair are limited. In this study, we demonstrate that treatment with the microbial metabolite urolithin A (UroA) attenuates CDI-induced adverse effects on the colon epithelium in a preclinical model of CDI-induced colitis. Moreover, our analysis suggests that UroA treatment protects against C. difficile-induced inflammation, disruption of gut barrier integrity, and intestinal tight junction proteins in the colon of CDI mice. Importantly, UroA treatment significantly reduced the expression and release of toxins from C. difficile, without inducing bacterial cell death. These results indicate the direct regulatory effects of UroA on bacterial gene regulation. Overall, our findings reveal a novel aspect of UroA activities, as it appears to act at both the bacterial and host levels to protect against CDI-induced colitis pathogenesis. This research sheds light on a promising avenue for the development of novel treatments for C. difficile infection.
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Affiliation(s)
- Sweta Ghosh
- Department of Microbiology & Immunology, University of Louisville, Louisville, KY, USA
- UofL-Brown Cancer Center, Louisville, KY, USA
| | - Daniel Erickson
- Department of Microbiology & Immunology, University of Louisville, Louisville, KY, USA
| | - Michelle J Chua
- Department of Microbiology & Immunology, University of Louisville, Louisville, KY, USA
| | - James Collins
- Department of Microbiology & Immunology, University of Louisville, Louisville, KY, USA
- Center for Predictive Medicine, University of Louisville, Louisville, KY, USA
- Center for Microbiomics, Inflammation and Pathogenicity, University of Louisville, Louisville, KY, USA
| | - Venkatakrishna Rao Jala
- Department of Microbiology & Immunology, University of Louisville, Louisville, KY, USA
- UofL-Brown Cancer Center, Louisville, KY, USA
- Center for Microbiomics, Inflammation and Pathogenicity, University of Louisville, Louisville, KY, USA
- Center for Integrative Environmental Health Sciences, University of Louisville, Louisville, KY, USA
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26
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Nagarakanti S, Orenstein R. Treating Clostridioides difficile: Could Microbiota-based Live Biotherapeutic Products Provide the Answer? Infect Drug Resist 2023; 16:3137-3143. [PMID: 37235073 PMCID: PMC10208241 DOI: 10.2147/idr.s400570] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 05/12/2023] [Indexed: 05/28/2023] Open
Abstract
Clostridioides difficile infection (CDI) is a pressing health care issue due to the limited effectiveness of current treatments and high recurrence rates. Current available antibiotic options for CDI disrupt the fecal microbiome which predisposes recurrent CDI. Fecal microbiota transplantation (FMT) has improved the outcomes of recurrent CDI, but concerns surrounding the safety and standardization of the product persist. Microbiota-based live biotherapeutic products (LBPs), are emerging as potential alternatives to FMT for CDI treatment. This review explores the potential of LBPs as safe and effective therapy for CDI. While preclinical and early clinical studies have shown promising results, further research is necessary to determine the optimal composition and dosage of LBPs and to ensure their safety and efficacy in clinical practice. Overall, LBPs hold great promise as a novel therapy for CDI and warrant further investigation in other conditions related to disruption of the colonic microbiota.
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Affiliation(s)
| | - Robert Orenstein
- Division of Infectious Diseases, Mayo Clinic Arizona, Phoenix, AZ, USA
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27
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Tian H, Cui J, Ye C, Zhao J, Yang B, Xu Y, Ji S, Wang L, Lv X, Ma C, Zhou S, Li N, Wang X, Qin H, Chen Q. Depletion of butyrate-producing microbes of the Firmicutes predicts nonresponse to FMT therapy in patients with recurrent Clostridium difficile infection. Gut Microbes 2023; 15:2236362. [PMID: 37469017 PMCID: PMC10361143 DOI: 10.1080/19490976.2023.2236362] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 06/20/2023] [Accepted: 07/10/2023] [Indexed: 07/21/2023] Open
Abstract
Approximately 10% of individuals diagnosed with Clostridium difficile infection (CDI) show the resistance to fecal microbiota transplantation (FMT), with the underlying mechanisms remaining elusive. Deciphering the intricate microbiome profile within this particular subset of FMT-refractory patients via clinical FMT investigations assumes paramount importance, as it holds the key to designing targeted therapeutic interventions tailored for CDI, particularly recurrent CDI (rCDI). A cohort of twenty-three patients afflicted with rCDI, exhibiting congruent clinical baselines, was meticulously selected for FMT. Rigorous screening of thousands of healthy individuals identified ten FMT donors who met stringent health standards, while a total of 171 stool samples were collected to serve as healthy controls. To assess the influence of microbiome dynamics on FMT efficacy, fecal samples were collected from four donors over a continuous period of twenty-five weeks. After FMT treatment, seven individuals exhibited an inadequate response to FMT. These non-remission patients displayed a significant reduction in α-diversity indexes. Meanwhile, prior to FMT, the abundance of key butyrate-producing Firmicutes bacteria, including Christensenellaceae_R_7_group, Ruminococcaceae_unclassified, Coprococcus_2, Fusicatenibacter, Oscillospira, and Roseburia, were depleted in non-remission patients. Moreover, Burkholderiales_unclassified, Coprococcus_2, and Oscillospira failed to colonize non-remission patients both pre- and post-treatment. Conversely, patients with a favorable FMT response exhibited a higher relative abundance of Veillonella prior to treatment, whereas its depletion was commonly observed in non-remission individuals. Genera interactions in lower effectiveness FMT donors were more similar to those in non-remission patients, and Burkholderiales_unclassified, Coprococcus_2, and Oscillospira were frequently depleted in these lower effectiveness donors. Older patients were not conducive to the colonization of Veillonella, consistent with their poor prognosis after FMT. FMT non-remission rCDI patients exhibited distinct characteristics that hindered the colonization of beneficial butyrate-producing Firmicutes microbes. These findings hold promise in advancing the precision of FMT therapy for rCDI patients.
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Affiliation(s)
- Hongliang Tian
- Intestinal Microenvironment Treatment Center of General Surgery, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
- Clinical Research Center for Digestive Diseases, Tongji University, Shanghai, China
- Shanghai Institution of Gut Microbiota Research and Engineering Development, Tenth People’s Hospital of Tongji University, Shanghai, China
| | - Jiaqu Cui
- Intestinal Microenvironment Treatment Center of General Surgery, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
- Clinical Research Center for Digestive Diseases, Tongji University, Shanghai, China
- Shanghai Institution of Gut Microbiota Research and Engineering Development, Tenth People’s Hospital of Tongji University, Shanghai, China
| | - Chen Ye
- Intestinal Microenvironment Treatment Center of General Surgery, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
- Clinical Research Center for Digestive Diseases, Tongji University, Shanghai, China
- Shanghai Institution of Gut Microbiota Research and Engineering Development, Tenth People’s Hospital of Tongji University, Shanghai, China
| | - Jiangman Zhao
- Department of Bioinformatics, Shanghai Zhangjiang Institute of Medical Innovation, Shanghai, China
| | - Bo Yang
- Intestinal Microenvironment Treatment Center of General Surgery, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
- Clinical Research Center for Digestive Diseases, Tongji University, Shanghai, China
- Shanghai Institution of Gut Microbiota Research and Engineering Development, Tenth People’s Hospital of Tongji University, Shanghai, China
| | - Yue Xu
- Department of Bioinformatics, Shanghai Zhangjiang Institute of Medical Innovation, Shanghai, China
| | - Shushen Ji
- Department of Bioinformatics, Shanghai Zhangjiang Institute of Medical Innovation, Shanghai, China
| | - Le Wang
- Intestinal Microenvironment Treatment Center of General Surgery, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
- Clinical Research Center for Digestive Diseases, Tongji University, Shanghai, China
- Shanghai Institution of Gut Microbiota Research and Engineering Development, Tenth People’s Hospital of Tongji University, Shanghai, China
| | - Xiaoqiong Lv
- Intestinal Microenvironment Treatment Center of General Surgery, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
- Clinical Research Center for Digestive Diseases, Tongji University, Shanghai, China
- Shanghai Institution of Gut Microbiota Research and Engineering Development, Tenth People’s Hospital of Tongji University, Shanghai, China
| | - Chunlian Ma
- Intestinal Microenvironment Treatment Center of General Surgery, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
- Clinical Research Center for Digestive Diseases, Tongji University, Shanghai, China
- Shanghai Institution of Gut Microbiota Research and Engineering Development, Tenth People’s Hospital of Tongji University, Shanghai, China
| | - Shailan Zhou
- Intestinal Microenvironment Treatment Center of General Surgery, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
- Clinical Research Center for Digestive Diseases, Tongji University, Shanghai, China
- Shanghai Institution of Gut Microbiota Research and Engineering Development, Tenth People’s Hospital of Tongji University, Shanghai, China
| | - Ning Li
- Intestinal Microenvironment Treatment Center of General Surgery, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
- Clinical Research Center for Digestive Diseases, Tongji University, Shanghai, China
- Shanghai Institution of Gut Microbiota Research and Engineering Development, Tenth People’s Hospital of Tongji University, Shanghai, China
| | - Xinjun Wang
- Intestinal Microenvironment Treatment Center of General Surgery, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
- Clinical Research Center for Digestive Diseases, Tongji University, Shanghai, China
- Shanghai Institution of Gut Microbiota Research and Engineering Development, Tenth People’s Hospital of Tongji University, Shanghai, China
- Research Institute of Intestinal Diseases, Tongji University School of Medicine, Shanghai, China
| | - Huanlong Qin
- Intestinal Microenvironment Treatment Center of General Surgery, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
- Clinical Research Center for Digestive Diseases, Tongji University, Shanghai, China
- Shanghai Institution of Gut Microbiota Research and Engineering Development, Tenth People’s Hospital of Tongji University, Shanghai, China
- Research Institute of Intestinal Diseases, Tongji University School of Medicine, Shanghai, China
| | - Qiyi Chen
- Intestinal Microenvironment Treatment Center of General Surgery, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
- Clinical Research Center for Digestive Diseases, Tongji University, Shanghai, China
- Shanghai Institution of Gut Microbiota Research and Engineering Development, Tenth People’s Hospital of Tongji University, Shanghai, China
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Xu Q, Zhang S, Quan J, Wu Z, Gu S, Chen Y, Zheng B, Lv L, Li L. The evaluation of fecal microbiota transplantation vs vancomycin in a Clostridioides difficile infection model. Appl Microbiol Biotechnol 2022; 106:6689-6700. [DOI: 10.1007/s00253-022-12154-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Revised: 08/25/2022] [Accepted: 08/26/2022] [Indexed: 11/24/2022]
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Gao Y, Ma L, Su J. Host and microbial-derived metabolites for Clostridioides difficile infection: Contributions, mechanisms and potential applications. Microbiol Res 2022; 263:127113. [PMID: 35841835 DOI: 10.1016/j.micres.2022.127113] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 07/01/2022] [Accepted: 07/03/2022] [Indexed: 12/23/2022]
Abstract
Clostridioides difficile infection (CDI), which mostly occurs in hospitalized patients, is the most common and costly health care-associated disease. However, the biology of C. difficile remains incompletely understood. Current therapeutics are still challenged by the frequent recurrence of CDI. Advances in metabolomics facilitate our understanding of the etiology of CDI, which is not merely an alteration in the structure of the gut microbial community but also a dysbiosis metabolic setting promoting the germination, expansion and virulence of C. difficile. Therefore, we summarized the gut microbial and metabolic profiles for CDI under different conditions, such as those of postantibiotic treatment and postfecal microbiota transplantation. The current understanding of the role of host and gut microbial-derived metabolites as well as other nutrients in preventing or alleviating the disease symptoms of CDI will also be provided in this review. We hope that a specific nutrient-centric dietary strategy or the administration of certain nutrients to the colon could serve as an alternate line of investigation for the prophylaxis and mitigation of CDI in the future. Nevertheless, rigorously designed basic studies and randomized controlled trials need to be conducted to assess the functional mechanisms and effects of such therapeutics.
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Affiliation(s)
- Yan Gao
- Department of Clinical Laboratory Diagnostics, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, China
| | - Liyan Ma
- Department of Clinical Laboratory Diagnostics, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, China
| | - Jianrong Su
- Department of Clinical Laboratory Diagnostics, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, China.
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