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Dai X, Cao Y, Li L, Gao YX, Wang JX, Liu YJ, Ma TT, Zheng JM, Zhan PP, Shen ZY. Gut microbiome and metabolome profiles in renal allograft rejection from multiomics integration. mSystems 2025; 10:e0162624. [PMID: 40272147 PMCID: PMC12090775 DOI: 10.1128/msystems.01626-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2024] [Accepted: 03/31/2025] [Indexed: 04/25/2025] Open
Abstract
The gut microbiome and metabolome play crucial roles in renal allograft rejection progression. Integrated multiomics analyses may provide a comprehensive understanding of specific underlying mechanisms, which remain elusive. This study aimed to identify new approaches for clinical renal allograft rejection diagnosis and treatment. Thirty-five patients were divided into three groups: the rejection (n = 16), dysfunction (n = 7), and control (n = 12) groups. Metagenomic sequencing and nontargeted metabolomics were used to analyze stool and plasma samples. Significant microbiota, metabolites, and signaling pathways were identified. LASSO regression was used to construct a diagnostic model, and its diagnostic value was assessed via receiver operating characteristic curves. The microbiota composition and the related genes in the rejection group significantly differed from that in the dysfunction and control groups at the phylum, genus, and species levels (P < 0.001). The core species in the rejection group networks were Escherichia coli and Ruminococcus gnavus, while core species in the dysfunction group networks were Faecalibacterium prausnitzii and Bacteroides ovatus. The balance of specific microbial species was associated with kidney function in rejection patients. Spearman analysis revealed that specific differential species like Agathobaculum butyriciproducens and Gemmiger qucibialis were closely linked to the levels of serum 4-pyridoxic acid, 4-acetamidobutanoate, and fecal tryptamine from specific differential pathways. Finally, we constructed four clinical models to distinguish the rejection and dysfunction groups, and the model had excellent diagnostic performance. Altered gut microbiota may contribute to changes in metabolic pathway activity and metabolite abundance in rejection and dysfunction patients, which are strongly correlated with host immunological rejection. The diagnostic model, developed based on the gut microbiota and metabolites, has high clinical value for diagnosing renal rejection. IMPORTANCE This study aimed to screen new markers for non-invasive diagnosis by the gut microbiome and metabolome analysis, providing new insights into rejection mechanisms and identifying new approaches for clinical renal allograft rejection diagnosis.
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Affiliation(s)
- Xing Dai
- First Central Hospital of Tianjin Medical University, Tianjin, China
| | - Yu Cao
- Department of Kidney Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Lin Li
- Organ Transplantation Research Center, Tianjin First Central Hospital, Tianjin, China
- Institute of Transplantation Medicine Nankai University, Nankai University, Tianjin, China
| | - Yue-Xin Gao
- First Central Hospital of Tianjin Medical University, Tianjin, China
| | - Jian-Xi Wang
- Organ Transplantation Research Center, Tianjin First Central Hospital, Tianjin, China
- Institute of Transplantation Medicine Nankai University, Nankai University, Tianjin, China
| | - Yao-Juan Liu
- Organ Transplantation Research Center, Tianjin First Central Hospital, Tianjin, China
- Institute of Transplantation Medicine Nankai University, Nankai University, Tianjin, China
| | - Ting-Ting Ma
- Biological Sample Resource Sharing Center, Tianjin First Central Hospital, Tianjin, China
| | - Jian-Ming Zheng
- Department of Kidney Transplantation, Tianjin First Central Hospital, Tianjin, China
| | - Pan-Pan Zhan
- Organ Transplantation Research Center, Tianjin First Central Hospital, Tianjin, China
- Institute of Transplantation Medicine Nankai University, Nankai University, Tianjin, China
| | - Zhong-Yang Shen
- Organ Transplantation Research Center, Tianjin First Central Hospital, Tianjin, China
- Institute of Transplantation Medicine Nankai University, Nankai University, Tianjin, China
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Medina CK, Aykut B. Gut Microbial Dysbiosis and Implications in Solid Organ Transplantation. Biomedicines 2024; 12:2792. [PMID: 39767699 PMCID: PMC11673786 DOI: 10.3390/biomedicines12122792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2024] [Revised: 11/29/2024] [Accepted: 12/05/2024] [Indexed: 01/11/2025] Open
Abstract
The gut microbiome has been shown to play a significant role in solid organ transplantation, potentially influencing graft function and patient outcomes. Dysbiosis, characterized by reduced microbial diversity and an increase in pathogenic taxa, has been linked to higher incidences of allograft rejection, graft dysfunction, and post-transplant mortality. Several studies suggest that the gut microbiome might be able to serve as both a biomarker and a therapeutic target, potentially guiding personalized immunosuppressive therapies and other interventions to improve outcomes after solid organ transplantation. As summarized in this review, clinical studies have shown that specific microbial shifts correlate with adverse outcomes, including acute rejection and chronic allograft dysfunction. As research surrounding the relationship between the gut microbiome and solid organ transplant progresses, the integration of microbial analysis into clinical practice has the potential to revolutionize post-transplant care, offering new avenues to improve graft survival and patient quality of life. This review aims to provide a comprehensive overview of the relationship between gut microbial dysbiosis and transplantation outcomes, emphasizing the impact on kidney, liver, lung, and heart transplant recipients.
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Affiliation(s)
| | - Berk Aykut
- Department of Surgery, Duke University, Durham, NC 27710, USA
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Chen Z, Chang X, Ye Q, Gao Y, Deng R. Kidney transplantation and gut microbiota. Clin Kidney J 2024; 17:sfae214. [PMID: 39170931 PMCID: PMC11336673 DOI: 10.1093/ckj/sfae214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Indexed: 08/23/2024] Open
Abstract
Kidney transplantation is an effective way to improve the condition of patients with end-stage renal disease. However, maintaining long-term graft function and improving patient survival remain a key challenge after kidney transplantation. Dysbiosis of intestinal flora has been reported to be associated with complications in renal transplant recipients. The commensal microbiota plays an important role in the immunomodulation of the transplant recipient responses. However, several processes, such as the use of perioperative antibiotics and high-dose immunosuppressants in renal transplant recipients, can lead to gut dysbiosis and disrupt the interaction between the microbiota and the host immune responses, which in turn can lead to complications such as infection and rejection in organ recipients. In this review, we summarize and discuss the changes in intestinal flora and their influencing factors in patients after renal transplantation as well as the evidence related to the impact of intestinal dysbiosis on the prognosis of renal transplantation from in vivo and clinical studies, and conclude with a discussion of the use of microbial therapy in the transplant population. Hopefully, a deeper understanding of the function and composition of the microbiota in patients after renal transplantation may assist in the development of clinical strategies to restore a normal microbiota and facilitate the clinical management of grafts in the future.
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Affiliation(s)
- Zehuan Chen
- Organ Transplantation Center, Sun Yat-sen University First Affiliated Hospital
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Sun Yat-sen University First Affiliated Hospital
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Sun Yat-sen University First Affiliated Hospital
| | - Xinhua Chang
- Organ Transplantation Center, Sun Yat-sen University First Affiliated Hospital
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Sun Yat-sen University First Affiliated Hospital
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Sun Yat-sen University First Affiliated Hospital
| | - Qianyu Ye
- Organ Transplantation Center, Sun Yat-sen University First Affiliated Hospital
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Sun Yat-sen University First Affiliated Hospital
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Sun Yat-sen University First Affiliated Hospital
| | - Yifang Gao
- Organ Transplantation Center, Sun Yat-sen University First Affiliated Hospital
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Sun Yat-sen University First Affiliated Hospital
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Sun Yat-sen University First Affiliated Hospital
| | - Ronghai Deng
- Organ Transplantation Center, Sun Yat-sen University First Affiliated Hospital
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Sun Yat-sen University First Affiliated Hospital
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Sun Yat-sen University First Affiliated Hospital
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Ye J, Yao J, He F, Sun J, Zhao Z, Wang Y. Regulation of gut microbiota: a novel pretreatment for complications in patients who have undergone kidney transplantation. Front Cell Infect Microbiol 2023; 13:1169500. [PMID: 37346031 PMCID: PMC10280007 DOI: 10.3389/fcimb.2023.1169500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 05/23/2023] [Indexed: 06/23/2023] Open
Abstract
Kidney transplantation is an effective method to improve the condition of patients with end-stage renal disease. The gut microbiota significantly affects the immune system and can be used as an influencing factor to change the prognoses of patients who have undergone kidney transplantation. Recipients after kidney transplantation showed a lower abundance of Firmicutes and Faecalibacterium prausnitzii and a higher proportion of Bacteroidetes and Proteobacteria. After using prebiotics, synbiotics, and fecal microbiota transplantation to regulate the microbial community, the prognoses of patients who underwent kidney transplantation evidently improved. We aimed to determine the relationship between gut microbiota and various postoperative complications inpatients who have undergone kidney transplantation in recent years and to explore how gut microecology affects post-transplant complications. An in-depth understanding of the specific functions of gut microbiota and identification of the actual pathogenic flora during complications in patients undergoing kidney transplantation can help physicians develop strategies to restore the normal intestinal microbiome of transplant patients to maximize their survival and improve their quality of life.
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Affiliation(s)
- Jiajia Ye
- Department of Nephrology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Junxia Yao
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Fangfang He
- Department of Nephrology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jing Sun
- Department of Nephrology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zheng Zhao
- Department of Nephrology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yumei Wang
- Department of Nephrology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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García-Martínez Y, Borriello M, Capolongo G, Ingrosso D, Perna AF. The Gut Microbiota in Kidney Transplantation: A Target for Personalized Therapy? BIOLOGY 2023; 12:biology12020163. [PMID: 36829442 PMCID: PMC9952448 DOI: 10.3390/biology12020163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 01/15/2023] [Accepted: 01/17/2023] [Indexed: 01/22/2023]
Abstract
Kidney transplantation improves quality of life, morbidity, and mortality of patients with kidney failure. However, integrated immunosuppressive therapy required to preserve graft function is associated with the development of post-transplant complications, including infections, altered immunosuppressive metabolism, gastrointestinal toxicity, and diarrhea. The gut microbiota has emerged as a potential therapeutic target for personalizing immunosuppressive therapy and managing post-transplant complications. This review reports current evidence on gut microbial dysbiosis in kidney transplant recipients, alterations in their gut microbiota associated with kidney transplantation outcomes, and the application of gut microbiota intervention therapies in treating post-transplant complications.
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Affiliation(s)
- Yuselys García-Martínez
- Department of Translational Medical Science, University of Campania “Luigi Vanvitelli”, Via Pansini, Bldg 17, 80131 Naples, Italy
- Correspondence:
| | - Margherita Borriello
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Via L. De Crecchio 7, 80138 Naples, Italy
| | - Giovanna Capolongo
- Department of Translational Medical Science, University of Campania “Luigi Vanvitelli”, Via Pansini, Bldg 17, 80131 Naples, Italy
| | - Diego Ingrosso
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Via L. De Crecchio 7, 80138 Naples, Italy
| | - Alessandra F. Perna
- Department of Translational Medical Science, University of Campania “Luigi Vanvitelli”, Via Pansini, Bldg 17, 80131 Naples, Italy
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Chan S, Hawley CM, Pascoe EM, Cao C, Campbell SB, Campbell KL, Francis RS, Hale R, Isbel NM, Morrison M, Johnson DW. Journal of Renal Nutrition Prebiotic supplementation in kidney transplant recipients for preventing infections and gastrointestinal upset: a randomized controlled feasibility study. J Ren Nutr 2022; 32:718-725. [DOI: 10.1053/j.jrn.2022.02.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 02/10/2022] [Accepted: 02/20/2022] [Indexed: 11/11/2022] Open
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