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Zhang J, Qin H, Chang M, Yang Y, Lin J. Gut Microbiota Dysbiosis in BK Polyomavirus-Infected Renal Transplant Recipients: A Case-Control Study. Front Cell Infect Microbiol 2022; 12:860201. [PMID: 35694540 PMCID: PMC9186314 DOI: 10.3389/fcimb.2022.860201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Accepted: 04/14/2022] [Indexed: 11/17/2022] Open
Abstract
Background BK polyomavirus infection results in renal allograft dysfunction, and it is important to find methods of prediction and treatment. As a regulator of host immunity, changes in the gut microbiota are associated with a variety of infections. However, the correlation between microbiota dysbiosis and posttransplant BK polyomavirus infection was rarely studied. Thus, this study aimed to characterize the gut microbiota in BK polyomavirus-infected renal transplant recipients in order to explore the biomarkers that might be potential therapeutic targets and establish a prediction model for posttransplant BK polyomavirus infection based on the gut microbiota. Methods We compared the gut microbial communities of 25 BK polyomavirus-infected renal transplant recipients with 23 characteristic-matched controls, applying the 16S ribosomal RNA gene amplicon sequencing technique. Results At the phylum level, Firmicutes/Bacteroidetes ratio significantly increased in the BK polyomavirus group. Bacteroidetes was positively correlated with CD4/CD8 ratio. In the top 20 dominant genera, Romboutsia and Roseburia exhibited a significant difference between the two groups. No significant difference was observed in microbial alpha diversity. Beta diversity revealed a significant difference between the two groups. Nine distinguishing bacterial taxa were discovered between the two groups. We established a random forest model using genus taxa to predict BK polyomavirus infectious status, which achieved the best accuracy (80.71%) with an area under the curve of 0.82. Two genera were included in the best model, which were Romboutsia and Actinomyces. Conclusions BK polyomavirus-infected patients had gut microbiota dysbiosis in which the Firmicutes/Bacteroidetes ratio increased in the course of the viral infection. Nine distinguishing bacterial taxa might be potential biomarkers of BK polyomavirus infection. The random forest model achieved an accuracy of 80.71% in predicting the BKV infectious status, with Romboutsia and Actinomyces included.
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Affiliation(s)
- Jian Zhang
- Department of Urology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- Beijing Key Laboratory of Tolerance Induction and Organ Protection in Transplantation, Beijing, China
| | - Hao Qin
- Department of Urology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Mingyu Chang
- Department of Urology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Yang Yang
- Department of Urology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Jun Lin
- Department of Urology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- Beijing Key Laboratory of Tolerance Induction and Organ Protection in Transplantation, Beijing, China
- *Correspondence: Jun Lin,
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Chan S, Howell M, Johnson DW, Hawley CM, Tong A, Craig JC, Cao C, Blumberg E, Brennan D, Campbell SB, Francis RS, Huuskes BM, Isbel NM, Knoll G, Kotton C, Mamode N, Muller E, Biostat EMPM, An HPH, Tedesco-Silva H, White DM, Viecelli AK. Critically important outcomes for infection in trials in kidney transplantation: An international survey of patients, caregivers and health professionals. Clin Transplant 2022; 36:e14660. [PMID: 35362617 DOI: 10.1111/ctr.14660] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 03/07/2022] [Accepted: 03/29/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Infections are a common complication following kidney transplantation, but are reported inconsistently in clinical trials. This study aimed to identify the infection outcomes of highest priority for patients/caregivers and health professionals to inform a core outcome set to be reported in all kidney transplant clinical trials. METHODS In an international online survey, participants rated the absolute importance of 16 infections and 8 severity dimensions on 9-point Likert Scales, with 7-9 being critically important. Relative importance was determined using a best-worst scale. Means and proportions of the Likert-scale ratings and best-worst preference scores were calculated. RESULTS 353 healthcare professionals (19 who identified as both patients/caregiver and healthcare professionals) and 220 patients/caregivers (190 patients, 22 caregivers, 8 who identified as both) from 55 countries completed the survey. Both healthcare professionals and patients/caregivers rated bloodstream (mean 8.4 and 8.5 respectively; aggregate 8.5), kidney/bladder (mean 7.9 and 8.4; aggregate 8.1) and BK virus (mean 8.1 and 8.6; aggregate 8.3) as the top 3 most critically important infection outcomes, whilst infectious death (mean 8.8 and 8.6; aggregate 8.7), impaired graft function (mean 8.4 and 8.7; aggregate 8.5) and admission to the intensive care unit (mean 8.2 and 8.3; aggregate 8.2) were the top 3 severity dimensions. Relative importance (best-worst) scores were consistent. CONCLUSIONS Healthcare professionals and patients/caregivers consistently identified bloodstream infection, kidney/bladder infections and BK virus as the three most important infection outcomes, and infectious death, admission to intensive care unit and infection impairing graft function as the three most important infection severity outcomes. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Samuel Chan
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, Queensland, Australia.,Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia.,Translational Research Institute, Brisbane, Queensland, Australia
| | - Martin Howell
- Sydney School of Public Health, Faculty of Medicine and Health.,Centre for Kidney Research, The Children's Hospital at Westmead, Australia
| | - David W Johnson
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, Queensland, Australia.,Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia.,Translational Research Institute, Brisbane, Queensland, Australia
| | - Carmel M Hawley
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, Queensland, Australia.,Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia.,Translational Research Institute, Brisbane, Queensland, Australia
| | - Allison Tong
- Sydney School of Public Health, Faculty of Medicine and Health.,Centre for Kidney Research, The Children's Hospital at Westmead, Australia
| | - Jonathan C Craig
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Christopher Cao
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, Queensland, Australia
| | - Emily Blumberg
- Division of Infectious Diseases, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Daniel Brennan
- Division of Nephrology, Washington University School of Medicine, St. Louis, MO, United States of America
| | - Scott B Campbell
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, Queensland, Australia.,Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Ross S Francis
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, Queensland, Australia.,Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Brooke M Huuskes
- Centre for Cardiovascular Biology and Disease Research, La Trobe University, Melbourne, Victoria, Australia
| | - Nicole M Isbel
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, Queensland, Australia.,Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Greg Knoll
- Division of Nephrology, Department of Medicine, University of Ottawa, Ottawa
| | - Camille Kotton
- Transplant and Immunocompromised Host Infectious Diseases Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Nizam Mamode
- Department of Transplantation, Guy's and St Thomas' NHS Foundation Trust, London, SE1 9RT, United Kingdom
| | - Elmi Muller
- Department of Surgery, Groote Schuur Hospital, University of Cape Town, Cape Town, South Africa
| | - Elaine M Pascoe M Biostat
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, Queensland, Australia.,Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Ha Phan Hai An
- Department of Internal Medicine, Division of Nephrology, Viet Duc Hospital, Hanoi Medical University, Vietnam
| | - Helio Tedesco-Silva
- Division of Nephrology, Hospital do Rim, Universidade Federal de Sao Paulo, Sao Paulo, Brazil
| | | | - Andrea K Viecelli
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, Queensland, Australia.,Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia.,Translational Research Institute, Brisbane, Queensland, Australia
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Chan S, Morrison M, Hawley CM, Campbell SB, Francis RS, Isbel NM, Pascoe EM, Johnson DW. Characteristics of the gastrointestinal microbiota in paired live kidney donors and recipients. Nephrology (Carlton) 2021; 26:471-478. [PMID: 33501716 DOI: 10.1111/nep.13853] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 01/18/2021] [Accepted: 01/21/2021] [Indexed: 01/08/2023]
Abstract
BACKGROUND There are few studies that have examined whether dysbiosis occurs in kidney donors and transplant recipients following kidney transplant surgery. AIM To ascertain whether changes occur in the gastrointestinal microbiota of the kidney donor and recipient following kidney transplantation. METHODS Kidney transplant recipients and their donors were prospectively enrolled in a pilot study to collect one faecal sample prior to, and another faecal sample between four to eight weeks following surgery. Gastrointestinal microbiota richness, Shannon diversity measures and functional assessments of kidney donors and recipients were analysed via metagenomic sequencing. RESULTS The study included 12 donors (median age 56 years, 6 females) and 12 recipients (median age 51 years, 3 females). Donor microbiota showed no significant changes in gastrointestinal microbiota richness, Shannon diversity, or functional assessments before and after nephrectomy. Recipient microbiota was altered post-transplant, reflected in reductions of the mean (±SD) richness values (156 ± 46.5 to 116 ± 38.6, p = 0.002), and Shannon diversity (3.57 ± 0.49 to 3.14 ± 0.52, p = 0.007), and a dramatic increase in Roseburia spp. abundance post-transplant (26-fold increase from 0.16 ± 0.0091 to 4.6 ± 0.3; p = 0.006; FDR = 0.12). Functionally, the post-transplant microbial community shifted towards those taxa using the glycolysis pathway (1.2-fold increase; p = 0.02; FDR = 0.26) for energy metabolism, while those functions involved with reactive oxygen species degradation decreased (2.6-fold; p = 0.006; FDR = 0.14). CONCLUSION Live donor kidney transplantation and standard care post-transplant result in significant alterations in gut microbiota richness, diversity, composition and functional parameters in kidney transplant recipients but not in their kidney donors.
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Affiliation(s)
- Samuel Chan
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, Queensland, Australia.,Australasian Kidney Trials Network, The University of Queensland, Brisbane, Queensland, Australia.,Translational Research Institute, Brisbane, Queensland, Australia
| | - Mark Morrison
- The University of Queensland Diamantina Institute, Faculty of Medicine, University of Queensland, Woolloongabba, Queensland, Australia
| | - Carmel M Hawley
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, Queensland, Australia.,Australasian Kidney Trials Network, The University of Queensland, Brisbane, Queensland, Australia.,Translational Research Institute, Brisbane, Queensland, Australia
| | - Scott B Campbell
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, Queensland, Australia.,Australasian Kidney Trials Network, The University of Queensland, Brisbane, Queensland, Australia
| | - Ross S Francis
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, Queensland, Australia.,Australasian Kidney Trials Network, The University of Queensland, Brisbane, Queensland, Australia
| | - Nicole M Isbel
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, Queensland, Australia.,Australasian Kidney Trials Network, The University of Queensland, Brisbane, Queensland, Australia.,Translational Research Institute, Brisbane, Queensland, Australia
| | - Elaine M Pascoe
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, Queensland, Australia
| | - David W Johnson
- Department of Nephrology, Princess Alexandra Hospital, Brisbane, Queensland, Australia.,Australasian Kidney Trials Network, The University of Queensland, Brisbane, Queensland, Australia.,Translational Research Institute, Brisbane, Queensland, Australia
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