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Westphal SG, Mannon RB. Biomarkers of Rejection in Kidney Transplantation. Am J Kidney Dis 2025; 85:364-374. [PMID: 39419272 PMCID: PMC11846701 DOI: 10.1053/j.ajkd.2024.07.018] [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: 04/16/2024] [Revised: 07/02/2024] [Accepted: 07/26/2024] [Indexed: 10/19/2024]
Abstract
Alloimmune injury is a major cause of long-term kidney allograft failure whether due to functionally stable (subclinical) or overt clinical rejection. These episodes may be mediated by immune cells (cellular rejection) or alloantibody (antibody-mediated rejection). Early recognition of immune injury is needed for timely appropriate intervention to maintain graft functional viability. However, the conventional measure of kidney function (ie, serum creatinine) is insufficient for immune monitoring due to limited sensitivity and specificity for rejection. As a result, there is need for biomarkers that more sensitively detect the immune response to the kidney allograft. Recently, several biomarkers have been clinically implemented into the care of kidney transplant recipients. These biomarkers attempt to achieve multiple goals including (1) more sensitive detection of clinical and subclinical rejection, (2) predicting impending rejection, (3) monitoring for the adequacy of treatment response, and (4) facilitating personalized immunosuppression. In this review, we summarize the findings to date in commercially available biomarkers, along with biomarkers approaching clinical implementation. While we discuss the analytical and clinical validity of these biomarkers, we identify the challenges and limitations to widespread biomarker use, including the need for biomarker-guided prospective studies to establish evidence of clinical utility of these new assays.
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Affiliation(s)
- Scott G Westphal
- Division of Nephrology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, Nebraska; Medical Service, Nebraska Western Iowa Veterans Affairs Health Care System, Omaha, Nebraska
| | - Roslyn B Mannon
- Medical Service, Nebraska Western Iowa Veterans Affairs Health Care System, Omaha, Nebraska.
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Millán O, Julian J, Brunet M. miRNAs, dd-cf-DNA, and Chemokines as Potential Noninvasive Biomarkers for the Assessment of Clinical Graft Evolution and Personalized Immunosuppression Requirement in Solid Organ Transplantation. Ther Drug Monit 2025; 47:77-97. [PMID: 39503575 DOI: 10.1097/ftd.0000000000001276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 09/20/2024] [Indexed: 11/08/2024]
Abstract
ABSTRACT The use of noninvasive biomarkers may reduce the need for biopsy and guide immunosuppression adjustments during transplantation. The scientific community in solid organ transplantation currently considers that chemokines, T- and B-cell immunophenotypes, and gene expression, among other molecular biomarkers, have great potential as diagnostic and predictive biomarkers for graft evolution; however, in clinical practice, few valid early biomarkers have emerged. This review focuses on the most relevant scientific advances in this field in the last 5 years regarding the role of 3 biomarkers: miRNAs, chemokines, and ddcf-DNA, in both adult and pediatric populations. An update was provided on the scores based on the combination of these biomarkers. The most-featured articles were identified through a literature search of the PubMed database. This review provides a comprehensive analysis of the potential clinical applications of these biomarkers in the diagnosis and prediction of graft outcomes and discusses the reasons why none have been implemented in clinical practice to date. Translating these biomarkers into routine clinical practice and combining them with pharmacogenetics and pharmacokinetic monitoring is challenging; however, it is the key to present/future individualized immunosuppressive therapies. It is essential that they be shown to be applicable and robust in real-life patient conditions and properly evaluate their added value when combined with the standard-of-care factor monitoring for graft clinical assessment. Partnership strategies among scientists, academic institutions, consortia, including expert working groups and scientific societies, and pharmaceutical and/or biotechnology companies should promote the development of prospective, randomized, multicenter intervention studies for adequate clinical validation of these biomarkers and their monitoring frequency, and their commercialization to make them available to transplant physicians.
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Affiliation(s)
- Olga Millán
- Biomedical Research Center in Hepatic and Digestive Diseases (CIBEREHD), Instituto de Salud Carlos III (ISCII), c/Sinesio Delgado, Madrid; and
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Biomedical Diagnostic Center (CDB), Hospital Clinic of Barcelona, IDIBAPS, University of Barcelona, c/Villarroel, Barcelona, Spain
| | - Judit Julian
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Biomedical Diagnostic Center (CDB), Hospital Clinic of Barcelona, IDIBAPS, University of Barcelona, c/Villarroel, Barcelona, Spain
| | - Mercè Brunet
- Biomedical Research Center in Hepatic and Digestive Diseases (CIBEREHD), Instituto de Salud Carlos III (ISCII), c/Sinesio Delgado, Madrid; and
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Biomedical Diagnostic Center (CDB), Hospital Clinic of Barcelona, IDIBAPS, University of Barcelona, c/Villarroel, Barcelona, Spain
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Nourie N, Boueri C, Tran Minh H, Divard G, Lefaucheur C, Salmona M, Gressens SB, Louis K. BK Polyomavirus Infection in Kidney Transplantation: A Comprehensive Review of Current Challenges and Future Directions. Int J Mol Sci 2024; 25:12801. [PMID: 39684510 DOI: 10.3390/ijms252312801] [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: 10/30/2024] [Revised: 11/24/2024] [Accepted: 11/26/2024] [Indexed: 12/18/2024] Open
Abstract
BK polyomavirus (BKPyV) infection of the kidney graft remains a major clinical issue in the field of organ transplantation. Risk factors for BKPyV-associated nephropathy (BKPyVAN) and molecular tools for determining viral DNA loads are now better defined. BKPyV DNAemia in plasma, in particular, plays a central role in diagnosing active infection and managing treatment decisions. However, significant gaps remain in the development of reliable biomarkers that can anticipate BKPyV viremia and predict disease outcomes. Biomarkers under active investigation include urine-based viral load assays, viral antigen detection, and immune responses against BKPyV, which may offer more precise methods for monitoring disease progression. In addition, treatment of BKPyVAN is currently based on immunosuppression minimization, while the role of adjunctive therapies remains an area of active research, highlighting the need for more personalized treatment regimens. Ongoing clinical trials are also exploring the efficacy of T-cell-based immunotherapies. The clinical management of BKPyV infection, based on proactive virological monitoring, immune response assessment, integrated histopathology, and timely immunosuppression reduction, is likely to reduce the burden of disease and improve outcomes in kidney transplantation.
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Affiliation(s)
- Nicole Nourie
- Kidney Transplant Department, Saint Louis Hospital, Assistance Publique-Hôpitaux de Paris, Université Paris Cité, 75010 Paris, France
- Human Immunology and Immunopathology, Inserm UMR 976, Université Paris Cité, 75010 Paris, France
| | - Céline Boueri
- Kidney Transplant Department, Saint Louis Hospital, Assistance Publique-Hôpitaux de Paris, Université Paris Cité, 75010 Paris, France
| | - Hoang Tran Minh
- Kidney Transplant Department, Saint Louis Hospital, Assistance Publique-Hôpitaux de Paris, Université Paris Cité, 75010 Paris, France
| | - Gillian Divard
- Kidney Transplant Department, Saint Louis Hospital, Assistance Publique-Hôpitaux de Paris, Université Paris Cité, 75010 Paris, France
| | - Carmen Lefaucheur
- Kidney Transplant Department, Saint Louis Hospital, Assistance Publique-Hôpitaux de Paris, Université Paris Cité, 75010 Paris, France
| | - Maud Salmona
- Laboratory of Virology, Saint Louis Hospital, Assistance Publique-Hôpitaux de Paris, Université Paris Cité, 75010 Paris, France
| | - Simon B Gressens
- Department of Infectious Diseases, Saint Louis Hospital, Assistance Publique-Hôpitaux de Paris, Université Paris Cité, 75010 Paris, France
- Team 3I Brain, Inserm UMR 1141, 75019 Paris, France
| | - Kevin Louis
- Kidney Transplant Department, Saint Louis Hospital, Assistance Publique-Hôpitaux de Paris, Université Paris Cité, 75010 Paris, France
- Human Immunology and Immunopathology, Inserm UMR 976, Université Paris Cité, 75010 Paris, France
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Eibensteiner F, Messner I, Uhl P, Bond G, Puchhammer-Stoeckl E, Mueller-Sacherer T, Aufricht C, Rusai K. The association of Torque Teno viral load with CMV and BKV infection in pediatric and adolescent kidney transplant patients. J Clin Virol 2024; 172:105673. [PMID: 38564881 DOI: 10.1016/j.jcv.2024.105673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Revised: 03/20/2024] [Accepted: 03/25/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Long-term allograft and patient survival after kidney transplantation (KTX) depends on the balance between over- and under-immunosuppression (IS). High levels of IS predispose to opportunistic infections. Plasma load of Torque Teno Virus (TTV), a non-pathogenic highly prevalent Annellovirus, is associated with its hosts immune status, especially after solid organ transplantation. OBJECTIVES To investigate the association of plasma TTV load and opportunistic viral infections after pediatric KTX. STUDY DESIGN This retrospective study includes all pediatric KTX patients followed at the Medical University of Vienna 2014-2020. PCR for Cytomegalovirus (CMV), Epstein-Barr virus (EBV), BK virus (BKV), and TTV was performed every 4-8 weeks at routine follow-up visits. RESULTS 71 pediatric KTX patients were followed with TTV measurements for a median of 2.7 years. TTV plasma load was associated with CMV DNAemia at the next visit with an OR of 2.37 (95 % CI 1.15-4.87; p = 0.03) after adjustment for time after KTX and recipient age. For a cut-off of 7.68 log10 c/mL TTV a sensitivity of 100 %, a specificity of 61 %, a NPV 100 %, and a PPV of 46 % to detect CMV DNAemia at the next visit was calculated. TTV plasma loads were also associated with BKV DNAuria and BKV DNAemia at the next visit, but not with EBV DNAemia. CONCLUSIONS This is the first study to analyse associations between TTV plasma loads and opportunistic viral infections in pediatric KTX. We were able to present a TTV cut-off for the prediction of clinically relevant CMV DNAemia that might be useful in clinical care.
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Affiliation(s)
- Fabian Eibensteiner
- Division of Paediatric Nephrology and Gastroenterology, Department of Paediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, Waehringer Guertel 18-20, A-1090, Vienna, Austria.
| | - Ines Messner
- Division of Paediatric Nephrology and Gastroenterology, Department of Paediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, Waehringer Guertel 18-20, A-1090, Vienna, Austria
| | - Phoebe Uhl
- Division of Paediatric Nephrology and Gastroenterology, Department of Paediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, Waehringer Guertel 18-20, A-1090, Vienna, Austria
| | - Gregor Bond
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Waehringer Guertel 18-20, A-1090, Vienna, Austria
| | | | - Thomas Mueller-Sacherer
- Division of Paediatric Nephrology and Gastroenterology, Department of Paediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, Waehringer Guertel 18-20, A-1090, Vienna, Austria
| | - Christoph Aufricht
- Division of Paediatric Nephrology and Gastroenterology, Department of Paediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, Waehringer Guertel 18-20, A-1090, Vienna, Austria
| | - Krisztina Rusai
- Division of Paediatric Nephrology and Gastroenterology, Department of Paediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, Waehringer Guertel 18-20, A-1090, Vienna, Austria
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Eder M, Schrag TA, Havel EF, Kainz A, Omic H, Doberer K, Kozakowski N, Körmöczi GF, Schönbacher M, Fischer G, Strassl R, Breuer M, Weseslindtner L, Haupenthal F, Böhmig GA, Puchhammer-Stöckl E, Bond G, Görzer I, Eskandary F. Polyomavirus Nephropathy in ABO Blood Group-Incompatible Kidney Transplantation: Torque Teno Virus and Immunosuppressive Burden as an Approximation to the Problem. Kidney Int Rep 2024; 9:1730-1741. [PMID: 38899213 PMCID: PMC11184242 DOI: 10.1016/j.ekir.2024.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 04/01/2024] [Indexed: 06/21/2024] Open
Abstract
Introduction Earlier reports suggest that patients after ABO-incompatible kidney transplantation (ABOi) are at enhanced risk of developing BK-virus (BKV, also known as BK polyomavirus [BKPyV]) nephropathy (BKPyVAN). It remains elusive whether this is a result of more intense immunosuppression or an ABOi-associated "intrinsic attribute." To address this question, we measured Torque Teno virus (TTV) loads as a quantitative proxy for immunosuppressive depth in ABOi recipients and compared them to human leukocyte antigen-incompatible (HLAi, i.e. pretransplant donor-specific antibody-positive) and standard-risk transplant recipients. Methods Our retrospective study screened 2256 consecutive kidney transplantations performed between 2007 and 2020 at the Medical University of Vienna. Out of 629 in-principle eligible transplantations, we were able to include 465 patients: 42 ABOi, 106 HLAi, and 317 control recipients. Longitudinal TTV- polymerase chain reaction (PCR) and BKV-PCR was carried out at predefined timepoints and ranged from pretransplant until month 24 posttransplantation. TTV loads and immunosuppression were evaluated in the context of BKV-associated complications. Results ABOi recipients had a higher TTV load compared to HLAi and controls both at month 3 (median 1.5 × 109 vs. 2.4 × 108 vs. 9.1 × 107; P = 0.010) and at month 6 (3.1 × 109 vs. 1.4 × 107 vs. 6.4 × 107; P = 0.014) posttransplantation. Tacrolimus exposure was significantly higher in ABOi patients compared to HLAi and control patients (ABOi vs. HLAi: P = 0.007; ABOi vs. controls: P < 0.0001). Biopsy-proven BKPyVAN was more frequent in ABOi recipients when compared to HLAi and control recipients (11.9% vs. 2.8% vs. 4.1%; P = 0.046). Conclusion Our data support the assumption that ABOi patients are indeed at higher risk to develop BKPyVAN. A higher TTV load and immunosuppressive burden suggest that intense immunosuppression, rather than an "intrinsic attribute" conferred by ABOi, may contribute to this finding.
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Affiliation(s)
- Michael Eder
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Tarek A. Schrag
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Ella F. Havel
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Alexander Kainz
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Haris Omic
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Konstantin Doberer
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | | | - Günther F. Körmöczi
- Department of Transfusion Medicine and Cell Therapy, Medical University of Vienna, Vienna, Austria
| | - Marlies Schönbacher
- Department of Transfusion Medicine and Cell Therapy, Medical University of Vienna, Vienna, Austria
| | - Gottfried Fischer
- Department of Transfusion Medicine and Cell Therapy, Medical University of Vienna, Vienna, Austria
| | - Robert Strassl
- Division of Clinical Virology, Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Monika Breuer
- Division of Clinical Virology, Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | | | - Frederik Haupenthal
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Georg A. Böhmig
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | | | - Gregor Bond
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Irene Görzer
- Center for Virology, Medical University of Vienna, Vienna, Austria
| | - Farsad Eskandary
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
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Van Loon E, Tinel C, de Loor H, Bossuyt X, Callemeyn J, Coemans M, De Vusser K, Sauvaget V, Olivre J, Koshy P, Kuypers D, Sprangers B, Van Craenenbroeck AH, Vaulet T, Anglicheau D, Naesens M. Automated Urinary Chemokine Assays for Noninvasive Detection of Kidney Transplant Rejection: A Prospective Cohort Study. Am J Kidney Dis 2024; 83:467-476. [PMID: 37777058 DOI: 10.1053/j.ajkd.2023.07.022] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 07/24/2023] [Accepted: 07/29/2023] [Indexed: 10/02/2023]
Abstract
RATIONALE & OBJECTIVE Prior studies have demonstrated the diagnostic potential of urinary chemokines C-X-C motif ligand 9 (CXCL9) and CXCL10 for kidney transplant rejection. However, their benefit in addition to clinical information has not been demonstrated. We evaluated the diagnostic performance for detecting acute rejection of urinary CXCL9 and CXCL10 when integrated with clinical information. STUDY DESIGN Single-center prospective cohort study. SETTING & PARTICIPANTS We analyzed 1,559 biopsy-paired urinary samples from 622 kidney transplants performed between April 2013 and July 2019 at a single transplant center in Belgium. External validation was performed in 986 biopsy-paired urinary samples. TESTS COMPARED We quantified urinary CXCL9 (uCXCL9) and CXCL10 (uCXCL10) using an automated immunoassay platform and normalized the values to urinary creatinine. Urinary chemokines were incorporated into a multivariable model with routine clinical markers (estimated glomerular filtration rate, donor-specific antibodies, and polyoma viremia) (integrated model). This model was then compared with the tissue diagnosis according to the Banff classification for acute rejection. OUTCOME Acute rejection detected on kidney biopsy using the Banff classification. RESULTS Chemokines integrated with routine clinical markers had high diagnostic value for detection of acute rejection (n=150) (receiver operating characteristic area under the curve 81.3% [95% CI, 77.6-85.0]). The integrated model would help avoid 59 protocol biopsies per 100 patients when the risk for rejection is predicted to be below 10%. The performance of the integrated model was similar in the external validation cohort. LIMITATIONS The cross-sectional nature obviates investigating the evolution over time and prediction of future rejection. CONCLUSIONS The use of an integrated model of urinary chemokines and clinical markers for noninvasive monitoring of rejection could enable a reduction in the number of biopsies. Urinary chemokines may be useful noninvasive biomarkers whose use should be further studied in prospective randomized trials to clarify their role in guiding clinical care and the use of biopsies to detect rejection after kidney transplantation. PLAIN-LANGUAGE SUMMARY Urinary chemokines CXCL9 and CXCL10 have been suggested to be good noninvasive biomarkers of kidney transplant rejection. However, defining a context of use and integration with clinical information is necessary before clinical implementation can begin. In this study, we demonstrated that urinary chemokines CXCL9 and CXCL10, together with clinical information, have substantial diagnostic accuracy for the detection of acute kidney transplant rejection. Application of urinary chemokines together with clinical information may guide biopsy practices following kidney transplantation and potentially reduce the need for kidney transplant biopsies.
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Affiliation(s)
- Elisabet Van Loon
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven; Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Claire Tinel
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven
| | - Henriette de Loor
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven
| | - Xavier Bossuyt
- Clinical and Diagnostic Immunology, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven; Department of Laboratory Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Jasper Callemeyn
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven; Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Maarten Coemans
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven
| | - Katrien De Vusser
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven; Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | | | | | | | - Dirk Kuypers
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven; Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Ben Sprangers
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven; Laboratory of Molecular Immunology, Department of Microbiology and Immunology, Rega Institute for Medical Research, KU Leuven, Leuven
| | - Amaryllis H Van Craenenbroeck
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven; Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Thibaut Vaulet
- ESAT STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Leuven
| | - Dany Anglicheau
- INSERM U1151, Université de Paris, Paris, France; Department of Nephrology and Kidney Transplantation, RTRS Centaure, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Maarten Naesens
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven; Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium.
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Hirt-Minkowski P, Schaub S. Urine CXCL10 as a biomarker in kidney transplantation. Curr Opin Organ Transplant 2024; 29:138-143. [PMID: 38235748 PMCID: PMC10919271 DOI: 10.1097/mot.0000000000001135] [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] [Indexed: 01/19/2024]
Abstract
PURPOSE OF REVIEW Urine CXCL10 is a promising biomarker for posttransplant renal allograft monitoring but is currently not widely used for clinical management. RECENT FINDINGS Large retrospective studies and data from a prospective randomized trial as well as a prospective cohort study demonstrate that low urine CXCL10 levels are associated with a low risk of rejection and can exclude BK polyomavirus replication with high certainty. Urine CXCL10 can either be used as part of a multiparameter based risk assessment tool, or as an individual biomarker taking relevant confounders into account. A novel Luminex-based CXCL10 assay has been validated in a multicenter study, and proved to be robust, reproducible, and accurate. SUMMARY Urine CXCL10 is a well characterized inflammation biomarker, which can be used to guide performance of surveillance biopsies. Wide implementation into clinical practice depends on the availability of inexpensive, thoroughly validated assays with approval from regulatory authorities.
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Affiliation(s)
| | - Stefan Schaub
- Clinic for Transplantation Immunology and Nephrology
- HLA-Diagnostic and lmmunogenetics, Department of Laboratory Medicine, University Hospital Basel, Basel, Switzerland
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8
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Ho J, Schaub S, Jackson AM, Balshaw R, Carroll R, Cun S, De Serres SA, Fantus D, Handschin J, Hönger G, Jevnikar AM, Kleiser M, Lee JH, Li Y, Nickerson P, Pei R, Pochinco D, Shih R, Trinh M, Wang J, Nguyen J, Knechtle S. Multicenter Validation of a Urine CXCL10 Assay for Noninvasive Monitoring of Renal Transplants. Transplantation 2023; 107:1630-1641. [PMID: 36949034 DOI: 10.1097/tp.0000000000004554] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/24/2023]
Abstract
BACKGROUND Urine CXCL10 (C-X-C motif chemokine ligand 10, interferon gamma-induced protein 10 [IP10]) outperforms standard-of-care monitoring for detecting subclinical and early clinical T-cell-mediated rejection (TCMR) and may advance TCMR therapy development through biomarker-enriched trials. The goal was to perform an international multicenter validation of a CXCL10 bead-based immunoassay (Luminex) for transplant surveillance and compare with an electrochemiluminescence-based (Meso Scale Discovery [MSD]) assay used in transplant trials. METHODS Four laboratories participated in the Luminex assay development and evaluation. Urine CXCL10 was measured by Luminex and MSD in 2 independent adult kidney transplant trial cohorts (Basel and TMCT04). In an independent test and validation set, a linear mixed-effects model to predict (log 10 -transformed) MSD CXCL10 from Luminex CXCL10 was developed to determine the conversion between assays. Net reclassification was determined after mathematical conversion. RESULTS The Luminex assay was precise, with an intra- and interassay coefficient of variation 8.1% and 9.3%; showed modest agreement between 4 laboratories (R 0.96 to 0.99, P < 0.001); and correlated with known CXCL10 in a single- (n = 100 urines, R 0.94 to 0.98, P < 0.001) and multicenter cohort (n = 468 urines, R 0.92, P < 0.001) but the 2 assays were not equivalent by Passing-Bablok regression. Linear mixed-effects modeling demonstrated an intercept of -0.490 and coefficient of 1.028, showing Luminex CXCL10 are slightly higher than MSD CXCL10, but the agreement is close to 1.0. After conversion of the biopsy thresholds, the decision to biopsy would be changed for only 6% (5/85) patients showing acceptable reclassification. CONCLUSIONS These data demonstrate this urine CXCL10 Luminex immunoassay is robust, reproducible, and accurate, indicating it can be readily translated into clinical HLA laboratories for serial posttransplant surveillance.
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Affiliation(s)
- Julie Ho
- Department of Internal Medicine and Immunology, University of Manitoba, Winnipeg, Canada
- Transplant Manitoba, Shared Health Manitoba, Winnipeg, Canada
| | - Stefan Schaub
- Transplantation Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
- Clinic for Transplantation Immunology and Nephrology, University Hospital Basel, Basel, Switzerland
- HLA-Diagnostic and Immunogenetics, Department of Laboratory Medicine, University Hospital Basel, Basel, Switzerland
| | | | - Robert Balshaw
- George and Fay Yee Center for Healthcare Innovation, Manitoba, Canada
| | - Robert Carroll
- Royal Adelaide Hospital, University of Adelaide, SA, Australia
| | - Sylvia Cun
- Thermo Fisher Scientific, Los Angeles, CA
| | | | - Daniel Fantus
- Division of Nephrology, Department of Medicine, Centre Hospitalier de l'Université de Montréal (CHUM) and Centre de Recherche du CHUM (CRCHUM), Montréal, Québec, Canada
| | - Joelle Handschin
- Transplantation Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Gideon Hönger
- Transplantation Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
- Clinic for Transplantation Immunology and Nephrology, University Hospital Basel, Basel, Switzerland
- HLA-Diagnostic and Immunogenetics, Department of Laboratory Medicine, University Hospital Basel, Basel, Switzerland
| | - Anthony M Jevnikar
- Department of Medicine, Western University and Multiorgan Transplant Program, London, ON, Canada
| | - Marc Kleiser
- HLA-Diagnostic and Immunogenetics, Department of Laboratory Medicine, University Hospital Basel, Basel, Switzerland
| | | | - Yan Li
- Department of Surgery and Immunology, Duke University, Durham, NC
| | - Peter Nickerson
- Department of Internal Medicine and Immunology, University of Manitoba, Winnipeg, Canada
- Transplant Manitoba, Shared Health Manitoba, Winnipeg, Canada
- Canadian Blood Services HLA Laboratory, Diagnostic Services of Manitoba, Canada
| | - Rui Pei
- Thermo Fisher Scientific, Los Angeles, CA
| | - Denise Pochinco
- Canadian Blood Services HLA Laboratory, Diagnostic Services of Manitoba, Canada
| | - Remi Shih
- Terasaki Innovation Center, Los Angeles, CA
| | | | - Jason Wang
- Thermo Fisher Scientific, Los Angeles, CA
| | | | - Stuart Knechtle
- Department of Surgery and Immunology, Duke University, Durham, NC
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Jimenez-Coll V, Llorente S, Boix F, Alfaro R, Galián JA, Martinez-Banaclocha H, Botella C, Moya-Quiles MR, Muro-Pérez M, Minguela A, Legaz I, Muro M. Monitoring of Serological, Cellular and Genomic Biomarkers in Transplantation, Computational Prediction Models and Role of Cell-Free DNA in Transplant Outcome. Int J Mol Sci 2023; 24:ijms24043908. [PMID: 36835314 PMCID: PMC9963702 DOI: 10.3390/ijms24043908] [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: 12/31/2022] [Revised: 02/03/2023] [Accepted: 02/05/2023] [Indexed: 02/17/2023] Open
Abstract
The process and evolution of an organ transplant procedure has evolved in terms of the prevention of immunological rejection with the improvement in the determination of immune response genes. These techniques include considering more important genes, more polymorphism detection, more refinement of the response motifs, as well as the analysis of epitopes and eplets, its capacity to fix complement, the PIRCHE algorithm and post-transplant monitoring with promising new biomarkers that surpass the classic serum markers such as creatine and other similar parameters of renal function. Among these new biomarkers, we analyze new serological, urine, cellular, genomic and transcriptomic biomarkers and computational prediction, with particular attention to the analysis of donor free circulating DNA as an optimal marker of kidney damage.
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Affiliation(s)
- Víctor Jimenez-Coll
- Immunology Service, Instituto Murciano de Investigación Biosanitaria (IMIB), Hospital Clínico Universitario Virgen de la Arrixaca (HCUVA), 30120 Murcia, Spain
| | - Santiago Llorente
- Nephrology Service, Instituto Murciano de Investigación Biosanitaria (IMIB), Hospital Clínico Universitario Virgen de la Arrixaca (HCUVA), 30120 Murcia, Spain
| | - Francisco Boix
- Immunology Service, Instituto Murciano de Investigación Biosanitaria (IMIB), Hospital Clínico Universitario Virgen de la Arrixaca (HCUVA), 30120 Murcia, Spain
| | - Rafael Alfaro
- Immunology Service, Instituto Murciano de Investigación Biosanitaria (IMIB), Hospital Clínico Universitario Virgen de la Arrixaca (HCUVA), 30120 Murcia, Spain
| | - José Antonio Galián
- Immunology Service, Instituto Murciano de Investigación Biosanitaria (IMIB), Hospital Clínico Universitario Virgen de la Arrixaca (HCUVA), 30120 Murcia, Spain
| | - Helios Martinez-Banaclocha
- Immunology Service, Instituto Murciano de Investigación Biosanitaria (IMIB), Hospital Clínico Universitario Virgen de la Arrixaca (HCUVA), 30120 Murcia, Spain
| | - Carmen Botella
- Immunology Service, Instituto Murciano de Investigación Biosanitaria (IMIB), Hospital Clínico Universitario Virgen de la Arrixaca (HCUVA), 30120 Murcia, Spain
| | - María R. Moya-Quiles
- Immunology Service, Instituto Murciano de Investigación Biosanitaria (IMIB), Hospital Clínico Universitario Virgen de la Arrixaca (HCUVA), 30120 Murcia, Spain
| | - Manuel Muro-Pérez
- Immunology Service, Instituto Murciano de Investigación Biosanitaria (IMIB), Hospital Clínico Universitario Virgen de la Arrixaca (HCUVA), 30120 Murcia, Spain
| | - Alfredo Minguela
- Immunology Service, Instituto Murciano de Investigación Biosanitaria (IMIB), Hospital Clínico Universitario Virgen de la Arrixaca (HCUVA), 30120 Murcia, Spain
| | - Isabel Legaz
- Department of Legal and Forensic Medicine, Biomedical Research Institute (IMIB), Regional Campus of International Excellence “Campus Mare Nostrum”, Faculty of Medicine, University of Murcia, 30100 Murcia, Spain
- Correspondence: (I.L.); (M.M.); Tel.: +34-699986674 (M.M.); Fax: +34-868834307 (M.M.)
| | - Manuel Muro
- Immunology Service, Instituto Murciano de Investigación Biosanitaria (IMIB), Hospital Clínico Universitario Virgen de la Arrixaca (HCUVA), 30120 Murcia, Spain
- Correspondence: (I.L.); (M.M.); Tel.: +34-699986674 (M.M.); Fax: +34-868834307 (M.M.)
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10
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Mayr L, Steinmaurer T, Weseslindtner L, Madlener S, Strassl R, Gojo J, Azizi AA, Slavc I, Peyrl A. Viral infections in pediatric brain tumor patients treated with targeted therapies. Pediatr Blood Cancer 2023; 70:e30065. [PMID: 36308741 DOI: 10.1002/pbc.30065] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 08/31/2022] [Accepted: 09/29/2022] [Indexed: 12/25/2022]
Abstract
BACKGROUND Brain tumors are the most common solid malignancies and the leading cause of cancer-related mortality in children. While numerous studies report on viral infections in children with hematologic malignancies and solid organ transplantation, epidemiologic data on the incidence and outcome of viral infections in pediatric patients with brain tumors treated with targeted therapies are still lacking. OBJECTIVES/STUDY DESIGN We retrospectively reviewed all children with brain tumors receiving targeted therapies in a primary or recurrent setting at the Medical University of Vienna from 2006 to 2021. Demographic variables, quantitative and qualitative parameters of possible infections, and treatment outcomes were recorded. RESULTS In our cohort (n = 117), 36% of the patients developed at least one PCR-proven viral infection. Respiratory and gastrointestinal tract infections were most common, with 31% and 25%, respectively. Central nervous system (CNS) infections occurred in approximately 10%, with an almost equal distribution of varicella-zoster virus, John Cunningham virus (JCV), and enterovirus. Two patients tested PCR-positive for SARS-CoV-2 infection, with one virus-related death caused by a SARS-CoV-2-related acute respiratory distress syndrome. Patients receiving bevacizumab or mTOR inhibitors seem to have a greater susceptibility to viral infections. CONCLUSION Pediatric patients with brain tumors receiving targeted therapies have a higher risk of viral infections when compared to children receiving conventional chemotherapy or the general population, and life-threatening infections can occur. Fast detection and upfront treatment are paramount to prevent life-threatening infections in immunocompromised children suffering from brain tumors receiving targeted therapies.
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Affiliation(s)
- Lisa Mayr
- Department of Pediatrics and Adolescent Medicine, Comprehensive Cancer Center for Pediatrics, Medical University of Vienna, Vienna, Austria
| | - Tobias Steinmaurer
- Department of Pediatrics and Adolescent Medicine, Comprehensive Cancer Center for Pediatrics, Medical University of Vienna, Vienna, Austria
| | | | - Sibylle Madlener
- Department of Pediatrics and Adolescent Medicine, Comprehensive Cancer Center for Pediatrics, Medical University of Vienna, Vienna, Austria
| | - Robert Strassl
- Department of Virology, Medical University of Vienna, Vienna, Austria
| | - Johannes Gojo
- Department of Pediatrics and Adolescent Medicine, Comprehensive Cancer Center for Pediatrics, Medical University of Vienna, Vienna, Austria
| | - Amedeo A Azizi
- Department of Pediatrics and Adolescent Medicine, Comprehensive Cancer Center for Pediatrics, Medical University of Vienna, Vienna, Austria
| | - Irene Slavc
- Department of Pediatrics and Adolescent Medicine, Comprehensive Cancer Center for Pediatrics, Medical University of Vienna, Vienna, Austria
| | - Andreas Peyrl
- Department of Pediatrics and Adolescent Medicine, Comprehensive Cancer Center for Pediatrics, Medical University of Vienna, Vienna, Austria
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11
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Anti-interleukin-6 Antibody Clazakizumab in Antibody-mediated Kidney Transplant Rejection: Effect on Donor-derived Cell-free DNA and C-X-C Motif Chemokine Ligand 10. Transplant Direct 2022; 8:e1406. [PMID: 36382130 PMCID: PMC9649278 DOI: 10.1097/txd.0000000000001406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 09/18/2022] [Indexed: 11/29/2022] Open
Abstract
UNLABELLED Targeting interleukin-6 (IL-6) was shown to counteract donor-specific antibody production and antibody-mediated rejection (AMR) activity. It is not known whether, or to what extent, IL-6 antagonism modulates biomarkers indicative of tissue damage (donor-derived cell-free DNA [dd-cfDNA]) and parenchymal inflammation (C-X-C motif chemokine ligand [CXCL] 10). METHODS We report a secondary endpoint analysis of a phase 2 trial of anti-IL-6 antibody clazakizumab in late AMR (ClinicalTrials.gov, NCT03444103). Twenty kidney transplant recipients were randomized to treatment with clazakizumab or placebo over 12 wk (part A), followed by an extension in which all recipients received clazakizumab through week 52 (part B). Biomarkers were evaluated at day 0 and after 12 and 52 wk, respectively. RESULTS Fractional dd-cfDNA (dd-cfDNA[%]) did not significantly change under clazakizumab, with no differences between study arms (clazakizumab versus placebo) at week 12 (1.65% [median; interquartile range: 0.91%-2.78%] versus 0.97% [0.56%-2.30%]; P = 0.25) and no significant decrease from weeks 12 to 52 (1.15% [0.70%-2.38%] versus 1.0% [0.61%-1.70%]; P = 0.25). Similarly, urine CXCL10 was not different between groups at week 12 (55.7 [41.0-91.4] versus 60.2 [48.8-208.7.0] pg/mg creatinine; P = 0.44) and did not change over part B (CXCL10 [pg/mg creatinine]: from 58 [46.3-93.1] to 67.4 [41.5-132.0] pg/mL creatinine; P = 0.95). Similar results were obtained for serum CXCL10. There was no association between biomarker levels and resolution of molecular and morphologic AMR activity. CONCLUSIONS Our results suggest that IL-6 blockade does not significantly affect levels of dd-cfDNA[%] and CXCL10. Subtle responses to this therapeutic principle may be overlooked by early biomarker surveillance.
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12
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Mayer KA, Omic H, Weseslindtner L, Doberer K, Reindl-Schwaighofer R, Viard T, Tillgren A, Haindl S, Casas S, Eskandary F, Heinzel A, Kozakowski N, Kikić Ž, Böhmig GA, Eder M. Levels of donor-derived cell-free DNA and chemokines in BK polyomavirus-associated nephropathy. Clin Transplant 2022; 36:e14785. [PMID: 35894263 PMCID: PMC10078585 DOI: 10.1111/ctr.14785] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 07/18/2022] [Accepted: 07/21/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND BK polyomavirus-associated nephropathy (BKPyVAN) carries a risk of irreversible allograft injury. While detection of BK viremia and biopsy assessment are the current diagnostic gold standard, the diagnostic value of biomarkers reflecting tissue injury (donor-derived cell-free DNA [dd-cfDNA]) or immune activation (C-X-C motif chemokine ligand [CXCL]9 and CXCL10) remains poorly defined. METHODS For this retrospective study, 19 cases of BKPyVAN were selected from the Vienna transplant cohort (biopsies performed between 2012 and 2019). Eight patients with T cell-mediated rejection (TCMR), 17 with antibody-mediated rejection (ABMR) and 10 patients without polyomavirus nephropathy or rejection served as controls. Fractions of dd-cfDNA were quantified using next-generation sequencing and CXCL9 and CXCL10 were detected using multiplex immunoassays. RESULTS BKPyVAN was associated with a slight increase in dd-cfDNA (median; interquartile range: .38% [.27%-1.2%] vs. .21% [.12%-.34%] in non-rejecting control patients; p = .005). Levels were far lower than in ABMR (1.2% [.82%-2.5%]; p = .004]), but not different from TCMR (.54% [.26%-3.56%]; p = .52). Within the BKPyVAN cohort, we found no relationship between dd-cfDNA levels and the extent of tubulo-interstitial infiltrates, BKPyVAN class and BK viremia/viruria, respectively. In some contrast to dd-cfDNA, concentrations of urinary CXCL9 and CXCL10 exceeded those detected in ABMR, but similar increases were also found in TCMR. CONCLUSION BKPyVAN can induce moderate increases in dd-cfDNA and concomitant high urinary excretion of chemokines, but this pattern may be indistinguishable from that of TCMR. Our results argue against a significant value of these biomarkers to reliably distinguish BKPyVAN from rejection.
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Affiliation(s)
- Katharina A Mayer
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Haris Omic
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | | | - Konstantin Doberer
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Roman Reindl-Schwaighofer
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Thierry Viard
- CareDx Inc., Brisbane, San Francisco, California, USA
| | | | - Susanne Haindl
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Silvia Casas
- CareDx Inc., Brisbane, San Francisco, California, USA
| | - Farsad Eskandary
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Andreas Heinzel
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | | | - Željko Kikić
- Department of Urology, Medical University of Vienna, Vienna, Austria
| | - Georg A Böhmig
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Michael Eder
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
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13
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Wang S, Su M, Lin J, Zhang L, Li J, Tian Y, Qiu W. S100A8/A9, an Upregulated Host Factor in BK Virus Infection after Kidney Transplantation, Is Associated with Allograft Function Impairment. J Proteome Res 2022; 21:2356-2366. [DOI: 10.1021/acs.jproteome.2c00219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Sixu Wang
- Department of Urology, Beijing Friendship Hospital, Capital Medical University, No. 95 Yong’an Road, Xicheng District, Beijing 100050, China
| | - Ming Su
- Department of Clinical Laboratory, Peking University People’s Hospital, No. 11 Xizhimen South Street, Xicheng District, Beijing 100044, China
| | - Jun Lin
- Department of Urology, Beijing Friendship Hospital, Capital Medical University, No. 95 Yong’an Road, Xicheng District, Beijing 100050, China
| | - Lei Zhang
- Department of Urology, Beijing Friendship Hospital, Capital Medical University, No. 95 Yong’an Road, Xicheng District, Beijing 100050, China
| | - Jun Li
- Department of Urology, Beijing Friendship Hospital, Capital Medical University, No. 95 Yong’an Road, Xicheng District, Beijing 100050, China
| | - Ye Tian
- Department of Urology, Beijing Friendship Hospital, Capital Medical University, No. 95 Yong’an Road, Xicheng District, Beijing 100050, China
| | - Wei Qiu
- Department of Urology, Beijing Friendship Hospital, Capital Medical University, No. 95 Yong’an Road, Xicheng District, Beijing 100050, China
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14
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The Most Promising Biomarkers of Allogeneic Kidney Transplant Rejection. J Immunol Res 2022; 2022:6572338. [PMID: 35669103 PMCID: PMC9167141 DOI: 10.1155/2022/6572338] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 04/30/2022] [Indexed: 12/13/2022] Open
Abstract
Clinical transplantology is a constantly evolving field of medicine. Kidney transplantation has become standard clinical practice, and it has a significant impact on reducing mortality and improving the quality of life of patients. Allogenic transplantation induces an immune response, which may lead to the rejection of the transplanted organ. The gold standard for evaluating rejection of the transplanted kidney by the recipient's organism is a biopsy of this organ. However, due to the high invasiveness of this procedure, alternative diagnostic methods are being sought. Therefore, the biomarkers may play an essential predictive role in transplant rejection. A review of the most promising biomarkers for early diagnosis and prognosis prediction of allogenic kidney transplant rejection summarizes novel data on neutrophil gelatinase-associated lipocalin (NGAL), kidney injury molecule-1 (KIM-1), C-X-C motif chemokine 10 (CXCL-10), cystatin C (CysC), osteopontin (OPN), and clusterin (CLU) and analyses the dynamics of changes of the biomarkers mentioned above in kidney diseases and the mechanism of rejection of the transplanted kidney.
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15
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Omić H, Kläger JP, Herkner H, Aberle SW, Regele H, Weseslindtner L, Schrag TA, Bond G, Hohenstein K, Watschinger B, Werzowa J, Strassl R, Eder M, Kikić Ž. Clinical Relevance of Absolute BK Polyoma Viral Load Kinetics in Patients With Biopsy Proven BK Polyomavirus Associated Nephropathy. Front Med (Lausanne) 2022; 8:791087. [PMID: 35071271 PMCID: PMC8770438 DOI: 10.3389/fmed.2021.791087] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 12/06/2021] [Indexed: 11/13/2022] Open
Abstract
Introduction: The absolute BK viral load is an important diagnostic surrogate for BK polyomavirus associated nephropathy (PyVAN) after renal transplant (KTX) and serial assessment of BK viremia is recommended. However, there is no data indicating which particular viral load change, i.e., absolute vs. relative viral load changes (copies/ml; percentage of the preceding viremia) is associated with worse renal graft outcomes. Materials and Methods: In this retrospective study of 91 biopsy proven PyVAN, we analyzed the interplay of exposure time, absolute and relative viral load kinetics, baseline risk, and treatment strategies as risk factors for graft loss after 2 years using a multivariable Poisson-model. Results: We compared two major treatment strategies: standardized immunosuppression (IS) reduction (n = 53) and leflunomide (n = 30). The median viral load at the index biopsy was 2.15E+04 copies/ml (interquartile range [IQR] 1.70E+03–1.77E+05) and median peak viremia was 3.6E+04 copies/ml (IQR 2.7E+03–3.3E+05). Treatment strategies and IS-levels were not related to graft loss. After correction for baseline viral load and estimated glomerular filtration rate (eGFR), absolute viral load decrease/unit remained an independent risk factor for graft loss [incidence rate ratios [IRR] = 0.77, (95% CI 0.61–0.96), p = 0.02]. Conclusion: This study provides evidence for the prognostic importance of absolute BK viremia kinetics as a dynamic parameter indicating short-term graft survival independently of other established risk factors.
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Affiliation(s)
- Haris Omić
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | | | - Harald Herkner
- Department of Emergency Medicine, Medical University of Vienna, Vienna, Austria
| | - Stephan W Aberle
- Center for Virology, Medical University of Vienna, Vienna, Austria
| | - Heinz Regele
- Department of Pathology, Medical University of Vienna, Vienna, Austria
| | | | - Tarek Arno Schrag
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Gregor Bond
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Katharina Hohenstein
- Department of Orthopedics and Trauma Surgery at the Medical University of Vienna in the General Hospital, Vienna, Austria
| | - Bruno Watschinger
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Johannes Werzowa
- Ludwig Boltzmann Institute of Osteology at the Hanusch Hospital of WGKK and AUVA Trauma Centre Meidling, 1st Medical Department, Hanusch Hospital, Vienna, Austria
| | - Robert Strassl
- Division of Clinical Virology, Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Michael Eder
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Željko Kikić
- Department of Urology, Medical University of Vienna, Vienna, Austria
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16
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Shen J, Guo L, Lei W, Liu S, Yan P, Liu H, Zhou J, Zhou Q, Liu F, Jiang T, Wang H, Wu J, Chen J, Wang R. Urinary donor-derived cell-free DNA as a non-invasive biomarker for BK polyomavirus-associated nephropathy. J Zhejiang Univ Sci B 2021; 22:917-928. [PMID: 34783222 DOI: 10.1631/jzus.b2100131] [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] [Indexed: 01/06/2023]
Abstract
BK polyomavirus-associated nephropathy (BKPyVAN) is a common cause of allograft failure. However, differentiation between BKPyVAN and type I T cell-mediated rejection (TCMR) is challenging when simian virus 40 (SV40) staining is negative, because of the similarities in histopathology. This study investigated whether donor-derived cell-free DNA (ddcfDNA) can be used to differentiate BKPyVAN. Target region capture sequencing was applied to detect the ddcfDNAs of 12 recipients with stable graft function, 22 with type I TCMR, 21 with proven BKPyVAN, and 5 with possible PyVAN. We found that urinary ddcfDNA levels were upregulated in recipients with graft injury, whereas plasma ddcfDNA levels were comparable for all groups. The median urinary concentrations and fractions of ddcfDNA in proven BKPyVAN recipients were significantly higher than those in type I TCMR recipients (10.4 vs. 6.1 ng/mL, P<0.001 and 68.4% vs. 55.3%, P=0.013, respectively). Urinary ddcfDNA fractions (not concentrations) were higher in the BKPyVAN-pure subgroup than in the BKPyVAN-rejection-like subgroup (81.30% vs. 56.64%, P=0.025). With a cut-off value of 7.81 ng/mL, urinary ddcfDNA concentrations distinguished proven BKPyVAN from type I TCMR (area under the curve (AUC)=0.848, 95% confidence interval (95% CI): 0.734 to 0.963). These findings suggest that urinary ddcfDNA is a non-invasive biomarker which can reliably differentiate BKPyVAN from type I TCMR.
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Affiliation(s)
- Jia Shen
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Luying Guo
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Wenhua Lei
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Shuaihui Liu
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Pengpeng Yan
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Haitao Liu
- AlloDx (Shanghai) Biotech., Co., Ltd., Shanghai 201100, China
| | - Jingyi Zhou
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Qin Zhou
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Feng Liu
- AlloDx (Shanghai) Biotech., Co., Ltd., Shanghai 201100, China
| | - Tingya Jiang
- AlloDx (Shanghai) Biotech., Co., Ltd., Shanghai 201100, China
| | - Huiping Wang
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Jianyong Wu
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Jianghua Chen
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Rending Wang
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China. .,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China. .,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China. .,Zhejiang University Institute of Nephrology, Hangzhou 310003, China. .,Organ Donation and Coordination Office, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.
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17
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Brunet M, Millán O. Getting immunosuppression just right: the role of clinical biomarkers in predicting patient response post solid organ transplantation. Expert Rev Clin Pharmacol 2021; 14:1467-1479. [PMID: 34607521 DOI: 10.1080/17512433.2021.1987882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
INTRODUCTION Actually, immunosuppression selection isn't based on individual immune alloreactivity, and immunosuppressive drug dosing is mainly based on the development of toxicity and the achievement of specific target concentrations. Since a successful outcome requires optimal patient risk stratification and treatment, several groups have evaluated candidate biomarkers that have shown promise in the assessment of individual immune responses, the prediction of personal pharmacodynamic effects of immunosuppressive drugs and the prognosis and diagnosis of graft outcomes.. AREAS COVERED This review includes biomarkers that the Scientific Community in Solid Organ Transplantation currently considers to have potential as diagnostic and prognostic biomarkers of graft evolution. We have focused on recent scientific advances and expert recommendations regarding the role of specific and non-specific pharmacodynamic biomarkers that are mainly involved in the T-cell-mediated response. EXPERT OPINION Integral pharmacologic monitoring that combines pharmacokinetics, pharmacogenetics and predictive pharmacodynamic biomarkers may provide crucial information and allow personal adjustment of immunosuppressive drugs at an early stage before severe adverse events ensue. Multicentre, randomized, prospective and interventional trials are needed to fine tune the established cut-off values for each biomarker and the optimal monitoring frequency for each biomarker and to accurately evaluate possible clinical confounding factors to enable correct clinical qualification.
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Affiliation(s)
- Mercè Brunet
- Pharmacology and Toxicology Section, CDB, IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, Barcelona, Spain.,Biomedical Research Center in Hepatic and Digestive Diseases (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Olga Millán
- Pharmacology and Toxicology Section, CDB, IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, Barcelona, Spain.,Biomedical Research Center in Hepatic and Digestive Diseases (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
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18
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Millán O, Rovira J, Guirado L, Espinosa C, Budde K, Sommerer C, Piñeiro GJ, Diekmann F, Brunet M. Advantages of plasmatic CXCL-10 as a prognostic and diagnostic biomarker for the risk of rejection and subclinical rejection in kidney transplantation. Clin Immunol 2021; 229:108792. [PMID: 34217849 DOI: 10.1016/j.clim.2021.108792] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 05/18/2021] [Accepted: 06/29/2021] [Indexed: 12/22/2022]
Abstract
This study evaluate the potential of plasmatic CXCL-10 (pCXCL-10) as a pre&post transplantation prognostic and diagnostic biomarker of T-cell-mediated rejection (TCMR), antibody-mediated rejection (ABMR) and subclinical rejection (SCR) risk in adult kidney recipients considering BKV and CMV infections as possible clinical confounder factors. Twenty-eight of 100 patients included experienced rejection (TCMR:14; ABMR:14); 8 SCR; 13 and 16 were diagnosed with BKV and CMV infection, respectively. Pre-transplantation pCXCL-10 was significantly increased in TCMR and ABMR and post-transplantation in TCMR, ABMR and SCR compared with nonrejectors. All CMV+ patients showed pCXCL-10 levels above the cutoff values established for rejection whereas the 80% of BKV+ patients showed pCXCL-10 concentration < 100 pg/mL. pCXCL-10 could improve pre-transplantation patient stratification and immunosuppressive treatment selection according to rejection risk; and after kidney transplantation could be a potential early prognostic biomarker for rejection. Clinical confounding factor in BKV+ and particularly in CMV+ patients must be discarded.
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Affiliation(s)
- Olga Millán
- Pharmacology and Toxicology Section, CDB, IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, c/Villarroel, 170, 08036 Barcelona, Spain; Biomedical Research Center in Hepatic and Digestive Diseases (CIBERehd), Instituto de Salud Carlos III, c/Sinesio Delgado 4, 28029 Madrid, Spain.
| | - Jordi Rovira
- Laboratori Experimental de Nefrologia i Trasplantament (LENIT), IDIBAPS, Barcelona, Spain; Red de Investigación Renal (REDINREN), Plaza de las Cortes, 11, 28014 Madrid, Spain.
| | - Lluis Guirado
- Renal Transplant Unit, Nephrology Department, Fundació Puigvert, Carrer de Cartagena, 340, 08025 Barcelona, Spain.
| | - Cristina Espinosa
- Pharmacology and Toxicology Section, CDB, IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, c/Villarroel, 170, 08036 Barcelona, Spain.
| | - Klemens Budde
- Medizinische Klinik mit Schwerpunkt Nephrologie, Charité Universitätsmedizin Berlin, Campus Charité Mitte Luisenstraße 13, 10117 Berlin, Germany.
| | - Claudia Sommerer
- Department of Nephrology, University of Heidelberg, University Hospital of Heidelberg and Mannheim, Im Neuenheimer Feld 672, 69120 Heidelberg, Germany.
| | - Gaston J Piñeiro
- Department of Nephrology and Kidney Transplantation, ICNU, Hospital Clínic de Barcelona, c/Villarroel 170, 08036 Barcelona, Spain
| | - Fritz Diekmann
- Laboratori Experimental de Nefrologia i Trasplantament (LENIT), IDIBAPS, Barcelona, Spain; Red de Investigación Renal (REDINREN), Plaza de las Cortes, 11, 28014 Madrid, Spain; Department of Nephrology and Kidney Transplantation, ICNU, Hospital Clínic de Barcelona, c/Villarroel 170, 08036 Barcelona, Spain.
| | - Mercè Brunet
- Pharmacology and Toxicology Section, CDB, IDIBAPS, Hospital Clinic of Barcelona, University of Barcelona, c/Villarroel, 170, 08036 Barcelona, Spain; Biomedical Research Center in Hepatic and Digestive Diseases (CIBERehd), Instituto de Salud Carlos III, c/Sinesio Delgado 4, 28029 Madrid, Spain.
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19
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Blydt-Hansen TD, Sharma A, Gibson IW, Wiebe C, Sharma AP, Langlois V, Teoh CW, Rush D, Nickerson P, Wishart D, Ho J. Validity and utility of urinary CXCL10/Cr immune monitoring in pediatric kidney transplant recipients. Am J Transplant 2021; 21:1545-1555. [PMID: 33034126 DOI: 10.1111/ajt.16336] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 08/26/2020] [Accepted: 09/20/2020] [Indexed: 02/06/2023]
Abstract
Individualized posttransplant immunosuppression is hampered by suboptimal monitoring strategies. To validate the utility of urinary CXCL10/Cr immune monitoring in children, we conducted a multicenter prospective observational study in children <21 years with serial and biopsy-associated urine samples (n = 97). Biopsies (n = 240) were categorized as normal (NOR), rejection (>i1t1; REJ), indeterminate (IND), BKV infection, and leukocyturia (LEU). An independent pediatric cohort of 180 urines was used for external validation. Ninety-seven patients aged 11.4 ± 5.5 years showed elevated urinary CXCL10/Cr in REJ (3.1, IQR 1.1, 16.4; P < .001) and BKV nephropathy (median = 5.6, IQR 1.3, 26.9; P < .001) vs. NOR (0.8, IQR 0.4, 1.5). The AUC for REJ vs. NOR was 0.76 (95% CI 0.66-0.86). Low (0.63) and high (4.08) CXCL10/Cr levels defined high sensitivity and specificity thresholds, respectively; validated against an independent sample set (AUC = 0.76, 95% CI 0.66-0.86). Serial urines anticipated REJ up to 4 weeks prior to biopsy and declined within 1 month following treatment. Elevated mean CXCL10/Cr was correlated with first-year eGFR decline (ρ = -0.37, P ≤ .001), particularly when persistently exceeding ≥4.08 (ratio = 0.81; P < .04). Useful thresholds for urinary CXCL10/Cr levels reproducibly define the risk of rejection, immune quiescence, and decline in allograft function for use in real-time clinical monitoring in children.
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Affiliation(s)
- Tom D Blydt-Hansen
- Pediatric Nephrology, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Atul Sharma
- Biostatistical Consulting Unit, George, Fay Yee Center for Healthcare Innovation, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Ian W Gibson
- Pathology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Chris Wiebe
- Nephrology, University of Manitoba, Winnipeg, Manitoba, Canada.,Transplant/Immunology Lab, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Ajay P Sharma
- Pediatric Nephrology, University of Western Ontario, London, Ontario, Canada
| | - Valerie Langlois
- Pediatric Nephrology, University of Toronto, Toronto, Ontario, Canada
| | - Chia W Teoh
- Pediatric Nephrology, University of Toronto, Toronto, Ontario, Canada
| | - David Rush
- Nephrology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Peter Nickerson
- Nephrology, University of Manitoba, Winnipeg, Manitoba, Canada.,Transplant/Immunology Lab, University of Manitoba, Winnipeg, Manitoba, Canada
| | - David Wishart
- Computing Science, University of Alberta, Edmonton, Alberta, Canada.,The Metabolomics Innovation Center, Edmonton, Alberta, Canada
| | - Julie Ho
- Nephrology, University of Manitoba, Winnipeg, Manitoba, Canada.,Manitoba Centre for Proteomics & Systems Biology, Winnipeg, Manitoba, Canada
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20
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Tinel C, Vermorel A, Picciotto D, Morin L, Devresse A, Sauvaget V, Lebreton X, Aouni L, Prié D, Brabant S, Avettand-Fenoel V, Scemla A, Timsit MO, Snanoudj R, Legendre C, Terzi F, Rabant M, Anglicheau D. Deciphering the Prognostic and Predictive Value of Urinary CXCL10 in Kidney Recipients With BK Virus Reactivation. Front Immunol 2020; 11:604353. [PMID: 33362789 PMCID: PMC7759001 DOI: 10.3389/fimmu.2020.604353] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Accepted: 11/09/2020] [Indexed: 01/14/2023] Open
Abstract
BK virus (BKV) replication increases urinary chemokine C-X-C motif ligand 10 (uCXCL10) levels in kidney transplant recipients (KTRs). Here, we investigated uCXCL10 levels across different stages of BKV replication as a prognostic and predictive marker for functional decline in KTRs after BKV-DNAemia. uCXCL10 was assessed in a cross-sectional study (474 paired urine/blood/biopsy samples and a longitudinal study (1,184 samples from 60 KTRs with BKV-DNAemia). uCXCL10 levels gradually increased with urine (P-value < 0.0001) and blood BKV viral load (P < 0.05) but were similar in the viruria and no BKV groups (P > 0.99). In viremic patients, uCXCL10 at biopsy was associated with graft functional decline [HR = 1.65, 95% CI (1.08–2.51), P = 0.02], irrespective of baseline eGFR, blood viral load, or BKVN diagnosis. uCXL10/cr (threshold: 12.86 ng/mmol) discriminated patients with a low risk of graft function decline from high-risk patients (P = 0.01). In the longitudinal study, the uCXCL10 and BKV-DNAemia trajectories were superimposable. Stratification using the same uCXCL10/cr threshold at first viremia predicted the subsequent inflammatory response, assessed by time-adjusted uCXCL10/cr AUC (P < 0.001), and graft functional decline (P = 0.03). In KTRs, uCXCL10 increases in BKV-DNAemia but not in isolated viruria. uCXCL10/cr is a prognostic biomarker of eGFR decrease, and a 12.86 ng/ml threshold predicts higher inflammatory burdens and poor renal outcomes.
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Affiliation(s)
- Claire Tinel
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France.,Necker-Enfants Malades Institute, French National Institute of Health and Medical Research, Paris, France.,Paris University, Paris, France
| | - Agathe Vermorel
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Daniela Picciotto
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Lise Morin
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Arnaud Devresse
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France.,Division of Nephrology, University Hospital Saint-Luc, Brussels, Belgium.,Institute of Experimental and Clinical Research, Catholic University of Louvain, Brussels, Belgium
| | - Virginia Sauvaget
- Necker-Enfants Malades Institute, French National Institute of Health and Medical Research, Paris, France
| | - Xavier Lebreton
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Laïla Aouni
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Dominique Prié
- Paris University, Paris, France.,Department of Physiology, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Séverine Brabant
- Department of Physiology, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Véronique Avettand-Fenoel
- Paris University, Paris, France.,Département of Virology, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Anne Scemla
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Marc Olivier Timsit
- Paris University, Paris, France.,Department of Urology, Georges Pompidou European Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Renaud Snanoudj
- Department of Nephrology, Hemodialysis and Kidney Transplantation, Foch Hospital, Suresnes, France
| | - Christophe Legendre
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France.,Necker-Enfants Malades Institute, French National Institute of Health and Medical Research, Paris, France.,Paris University, Paris, France
| | - Fabiola Terzi
- Necker-Enfants Malades Institute, French National Institute of Health and Medical Research, Paris, France
| | - Marion Rabant
- Necker-Enfants Malades Institute, French National Institute of Health and Medical Research, Paris, France.,Paris University, Paris, France.,Pathology Department, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Dany Anglicheau
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France.,Necker-Enfants Malades Institute, French National Institute of Health and Medical Research, Paris, France.,Paris University, Paris, France
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21
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Tinel C, Devresse A, Vermorel A, Sauvaget V, Marx D, Avettand-Fenoel V, Amrouche L, Timsit MO, Snanoudj R, Caillard S, Moulin B, Olagne J, Essig M, Gwinner W, Naesens M, Marquet P, Legendre C, Terzi F, Rabant M, Anglicheau D. Development and validation of an optimized integrative model using urinary chemokines for noninvasive diagnosis of acute allograft rejection. Am J Transplant 2020; 20:3462-3476. [PMID: 32342614 DOI: 10.1111/ajt.15959] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 04/10/2020] [Accepted: 04/13/2020] [Indexed: 01/25/2023]
Abstract
The urinary chemokines CXCL9 and CXCL10 are promising noninvasive diagnostic markers of acute rejection (AR) in kidney recipients, but their levels might be confounded by urinary tract infection (UTI) and BK virus (BKV) reactivation. Multiparametric model development and validation addressed these confounding factors in a training set of 391 samples, optimizing the diagnostic performance of urinary chemokines. CXCL9/creatinine increased in UTI and BKV viremia with or without nephropathy (BKVN) (no UTI/leukocyturia/UTI: -0.10/1.61/2.09, P = .0001 and no BKV/viremia/BKVN: -0.10/1.90/2.29, P < .001) as well as CXCL10/creatinine (1.17/2.09/1.98, P < .0001 and 1.13/2.21/2.51, P < .001, respectively). An optimized 8-parameter model (recipient age, sex, estimated glomerular filtration rate, donor specific antibodies, UTI, BKV blood viral load, CXCL9, and CXCL10) diagnosed AR with high accuracy (area under the curve [AUC]: 0.85, 95% confidence interval [CI]: 0.80-0.89) and remained highly accurate at the time of screening (AUC: 0.81, 95% CI: 0.48-1) or indication biopsies (AUC: 0.85, 95% CI: 0.81-0.90) and within the first year (AUC: 0.86, 95% CI: 0.80-0.91) or later (AUC: 0.90, 95% CI: 0.84-0.96), achieving AR diagnosis with an AUC of 0.85 and 0.92 (P < .0001) in 2 external validation cohorts. Decision curve analyses demonstrated the clinical utility of the model. Considering confounding factors rather than excluding them, we optimized a noninvasive multiparametric diagnostic model for AR of kidney allografts with unprecedented accuracy.
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Affiliation(s)
- Claire Tinel
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France.,Necker-Enfants Malades Institute, French National Institute of Health and Medical Research U1151, Paris, France.,Centaure Foundation and Labex Transplantex, Necker Hospital, Paris, France.,Paris Descartes, Sorbonne Paris Cité University, Paris, France
| | - Arnaud Devresse
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France.,Division of Nephrology, University Hospital Saint-Luc, Brussels, Belgium.,Institute of Experimental and Clinical Research, Catholic University of Louvain, Brussels, Belgium
| | - Agathe Vermorel
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Virginia Sauvaget
- Necker-Enfants Malades Institute, French National Institute of Health and Medical Research U1151, Paris, France
| | - David Marx
- Department of Nephrology and Transplantation, Strasbourg University Hospital, Strasbourg, France
| | - Véronique Avettand-Fenoel
- Paris Descartes, Sorbonne Paris Cité University, Paris, France.,Department of Virology, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Lucile Amrouche
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France.,Necker-Enfants Malades Institute, French National Institute of Health and Medical Research U1151, Paris, France.,Paris Descartes, Sorbonne Paris Cité University, Paris, France
| | - Marc-Olivier Timsit
- Paris Descartes, Sorbonne Paris Cité University, Paris, France.,Department of Urology, Georges Pompidou European Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Renaud Snanoudj
- Department of Nephrology, Hemodialysis and Kidney Transplantation, Foch Hospital, Suresnes, France
| | - Sophie Caillard
- Department of Nephrology and Transplantation, Strasbourg University Hospital, Strasbourg, France
| | - Bruno Moulin
- Department of Nephrology and Transplantation, Strasbourg University Hospital, Strasbourg, France
| | - Jérome Olagne
- Department of Nephrology and Transplantation, Strasbourg University Hospital, Strasbourg, France
| | - Marie Essig
- CHU Limoges, Department of Nephrology, Dialysis and Transplantation, Limoges, France.,U1248 INSERM, Université de Limoges, CHU Limoges, Limoges, France
| | - Wilfried Gwinner
- Department of Nephrology, Hannover Medical School, Hannover, Germany
| | - Maarten Naesens
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium.,Department of Nephrology and Renal Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Pierre Marquet
- U1248 INSERM, Université de Limoges, CHU Limoges, Limoges, France
| | - Christophe Legendre
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France.,Necker-Enfants Malades Institute, French National Institute of Health and Medical Research U1151, Paris, France.,Centaure Foundation and Labex Transplantex, Necker Hospital, Paris, France.,Paris Descartes, Sorbonne Paris Cité University, Paris, France
| | - Fabiola Terzi
- Necker-Enfants Malades Institute, French National Institute of Health and Medical Research U1151, Paris, France
| | - Marion Rabant
- Necker-Enfants Malades Institute, French National Institute of Health and Medical Research U1151, Paris, France.,Paris Descartes, Sorbonne Paris Cité University, Paris, France.,Pathology Department, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Dany Anglicheau
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France.,Necker-Enfants Malades Institute, French National Institute of Health and Medical Research U1151, Paris, France.,Centaure Foundation and Labex Transplantex, Necker Hospital, Paris, France.,Paris Descartes, Sorbonne Paris Cité University, Paris, France
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