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Loupy A, Certain A, Tangprasertchai NS, Racapé M, Ursule-Dufait C, Benbadi K, Raynaud M, Vaskova E, Marchis C, Casas S, Hague T, Bestard O, Kervella D, Lefaucheur C, Viard T, Aubert O. Evaluation of a Decentralized Donor-Derived Cell-Free DNA Assay for Kidney Allograft Rejection Monitoring. Transpl Int 2024; 37:13919. [PMID: 39741495 PMCID: PMC11685011 DOI: 10.3389/ti.2024.13919] [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: 10/11/2024] [Accepted: 11/22/2024] [Indexed: 01/03/2025]
Abstract
Donor-derived cell-free DNA (dd-cfDNA) is an emerging non-invasive biomarker for allograft injury detection. This study aimed to evaluate a new, decentralized dd-cfDNA testing kit against a centralized dd-cfDNA testing service broadly utilized in the United States. Kidney transplant recipients with decentralized and centralized dd-cfDNA measurements and concomitant kidney allograft biopsies were included in the study. 580 kidney allograft recipients from 3 referral centers were included for 603 total evaluations. Correlation between assays was evaluated using r-squared (r 2) and Spearman's rank correlation test, and associations with rejection using logistic regression analyses and discrimination using area under the curve. Mean dd-cfDNA levels from decentralized and centralized tests were 0.51% ± 0.81% and 0.43% ± 0.78%, respectively. The assays were highly correlated, with r 2 = 0.95 and Spearman's rank correlation 0.88 (p < 0.0001). Both tests showed significant association with allograft rejection (p < 0.0001) and good and similar discriminations to predict rejection (AUC: 0.758 for the decentralized and AUC: 0.760 for the centralized dd-cfDNA; p = 0.8466). Consistency between the assays was also confirmed across clinical scenarios including post-transplant timepoint, allograft stability, and allograft rejection subcategories. This decentralized dd-cfDNA assessment demonstrates high accuracy and value to non-invasively monitor kidney recipients.
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Affiliation(s)
- Alexandre Loupy
- Université Paris Cité, Institut national de la santé et de la recherche médicale (INSERM) U970, Paris Institute for Transplantation and Organ Regeneration PITOR, Paris, France
- Department of Kidney Transplantation, Necker Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France
| | - Anaïs Certain
- Université Paris Cité, Institut national de la santé et de la recherche médicale (INSERM) U970, Paris Institute for Transplantation and Organ Regeneration PITOR, Paris, France
| | | | - Maud Racapé
- Université Paris Cité, Institut national de la santé et de la recherche médicale (INSERM) U970, Paris Institute for Transplantation and Organ Regeneration PITOR, Paris, France
| | - Cindy Ursule-Dufait
- Université Paris Cité, Institut national de la santé et de la recherche médicale (INSERM) U970, Paris Institute for Transplantation and Organ Regeneration PITOR, Paris, France
| | - Kawthar Benbadi
- Université Paris Cité, Institut national de la santé et de la recherche médicale (INSERM) U970, Paris Institute for Transplantation and Organ Regeneration PITOR, Paris, France
| | - Marc Raynaud
- Université Paris Cité, Institut national de la santé et de la recherche médicale (INSERM) U970, Paris Institute for Transplantation and Organ Regeneration PITOR, Paris, France
| | | | | | | | | | - Oriol Bestard
- Department of Nephrology and Kidney Transplantation, Vall d’Hebron University Hospital, Vall d’ Hebrón Research Institute, Vall d’ Hebrón Barcelona Campus Hospital, Barcelona Autonomous University, Barcelona, Spain
| | - Delphine Kervella
- Department of Nephrology and Kidney Transplantation, Vall d’Hebron University Hospital, Vall d’ Hebrón Research Institute, Vall d’ Hebrón Barcelona Campus Hospital, Barcelona Autonomous University, Barcelona, Spain
| | - Carmen Lefaucheur
- Université Paris Cité, Institut national de la santé et de la recherche médicale (INSERM) U970, Paris Institute for Transplantation and Organ Regeneration PITOR, Paris, France
- Kidney Transplant Department, Saint-Louis Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France
| | | | - Olivier Aubert
- Université Paris Cité, Institut national de la santé et de la recherche médicale (INSERM) U970, Paris Institute for Transplantation and Organ Regeneration PITOR, Paris, France
- Department of Kidney Transplantation, Necker Hospital, Assistance Publique - Hôpitaux de Paris, Paris, France
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Benning L, Bestard O. Shedding Light on Microvascular Inflammation: Understanding Outcomes, But What Sparks the Flame? Transpl Int 2024; 37:14032. [PMID: 39659965 PMCID: PMC11628253 DOI: 10.3389/ti.2024.14032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Accepted: 11/11/2024] [Indexed: 12/12/2024]
Affiliation(s)
- Louise Benning
- Department of Nephrology, Heidelberg University Hospital, Heidelberg, Germany
| | - Oriol Bestard
- Department of Nephrology and Kidney Transplantation, Vall d’Hebrón University Hospital, Barcelona, Spain
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Kim HD, Bae H, Kang H, Lee H, Eum SH, Yang CW, Choi YJ, Chung BH, Oh EJ. Donor-derived cell-free DNA predicted allograft rejection and severe microvascular inflammation in kidney transplant recipients. Front Immunol 2024; 15:1433918. [PMID: 39044817 PMCID: PMC11263016 DOI: 10.3389/fimmu.2024.1433918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Accepted: 06/25/2024] [Indexed: 07/25/2024] Open
Abstract
Introduction The aim of this study is to investigate the clinical validity of donor-derived cell-free DNA (dd-cfDNA) in comparison with that of donor specific anti-HLA antibody (DSA) for predicting biopsy-proven rejection (BPR)and severe microvascular inflammation (severe MVI) in kidney transplant recipients (KTRs). Methods In this prospective observational investigation, 64 KTRs who underwent the indicated biopsies were included. Blood samples collected prior to biopsy were tested for dd-cfDNA and DSA. Biopsy specimens were classified by a renal pathologist according to the Banff classification. The predictive performance of dd-cfDNA and DSA for histological allograft diagnosis was assessed. Results KTRs were categorized into the high and low dd-cfDNA groups based on a level of 0.4%. Eighteen patients (28.1%) had positive DSA at biopsy, exhibiting higher dd-cfDNA levels than the DSA-negative patients. BPR and severe MVI incidences were elevated in the high dd-cfDNA group (BPR: 42.9% vs. 3.4%, P <0.001; severe MVI: 37.1% vs. 3.4%, P = 0.001). Also, elevated glomerulitis and MVI scores were observed in the high dd-cfDNA group. DSA showed the highest predictive value for BPR (AUC = 0.880), whereas dd-cfDNA alone excelled in predicting severe MVI (AUC = 0.855). Combination of DSA and dd-cfDNA (>0.4%) yielded sensitivities of 80.0% and 50.0% with specificities of 90.7% and 88.0% for antibody-mediated rejection and severe MVI detection, respectively. Conclusion The dd-cfDNA test is a predictive tool for BPR and severe MVI, and it can improve the performance, especially when combined with DSA for BPR.
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Affiliation(s)
- Hyung Duk Kim
- Division of Nephrology, Department of Internal Medicine, Eunpyeoung St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Hyunjoo Bae
- Department of Biomedicine & Health Sciences, The Catholic University of Korea, Seoul, Republic of Korea
| | - Hyunhye Kang
- Department of Laboratory Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- Research and Development Institute for In Vitro Diagnostic Medical Devices of Catholic University of Korea, Seoul, Republic of Korea
| | - Hanbi Lee
- Division of Nephrology, Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Sang Hun Eum
- Division of Nephrology, Department of Internal Medicine, Incheon St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Chul Woo Yang
- Division of Nephrology, Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Yeong Jin Choi
- Department of Hospital Pathology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Byung Ha Chung
- Division of Nephrology, Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Eun-Jee Oh
- Department of Laboratory Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- Research and Development Institute for In Vitro Diagnostic Medical Devices of Catholic University of Korea, Seoul, Republic of Korea
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Casas S, Tangprasertchai NS, Oikonomaki K, Mathers S, Sollet ZC, Samara S, Liu J, Burlinson ND, Constantoulakis P, Villard J, Viard T. Multi-centre analytical performance verification of an IVD assay to quantify donor-derived cell-free DNA in solid organ transplant recipients. HLA 2024; 103:e15518. [PMID: 38733247 DOI: 10.1111/tan.15518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 04/19/2024] [Accepted: 04/29/2024] [Indexed: 05/13/2024]
Abstract
Donor-derived cell-free DNA (dd-cfDNA) has been widely studied as biomarker for non-invasive allograft rejection monitoring. Earlier rejection detection enables more prompt diagnosis and intervention, ultimately improving patient treatment and outcomes. This multi-centre study aims to verify analytical performance of a next-generation sequencing-based dd-cfDNA assay at end-user environments. Three independent laboratories received the same experimental design and 16 blinded samples to perform cfDNA extraction and the dd-cfDNA assay workflow. dd-cfDNA results were compared between sites and against manufacturer validation to evaluate concordance, reproducibility, repeatability and verify analytical performance. A total of 247 sample libraries were generated across 18 runs, with completion time of <24 h. A 96.0% first pass rate highlighted minimal failures. Overall observed versus expected dd-cfDNA results demonstrated good concordance and a strong positive correlation with linear least squares regression r2 = 0.9989, and high repeatability and reproducibility within and between sites, respectively (p > 0.05). Manufacturer validation established limit of blank 0.18%, limit of detection 0.23% and limit of quantification 0.23%, and results from independent sites verified those limits. Parallel analyses illustrated no significant difference (p = 0.951) between dd-cfDNA results with or without recipient genotype. The dd-cfDNA assay evaluated here has been verified as a reliable method for efficient, reproducible dd-cfDNA quantification in plasma from solid organ transplant recipients without requiring genotyping. Implementation of onsite dd-cfDNA testing at clinical laboratories could facilitate earlier detection of allograft injury, bearing great potential for patient care.
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Affiliation(s)
| | | | | | - Simon Mathers
- Transplantation Laboratory, Manchester University NHS Foundation Trust, Manchester, UK
| | - Zuleika Calderin Sollet
- Transplantation Immunology Unit and National Reference Laboratory for Histocompatibility, Geneva University Hospitals, Geneva, Switzerland
| | | | - June Liu
- CareDx, Brisbane, California, USA
| | | | | | - Jean Villard
- Transplantation Immunology Unit and National Reference Laboratory for Histocompatibility, Geneva University Hospitals, Geneva, Switzerland
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Pagliazzi A, Bestard O, Naesens M. Donor-Derived Cell-Free DNA: Attractive Biomarker Seeks a Context of Use. Transpl Int 2023; 36:12406. [PMID: 38106814 PMCID: PMC10722252 DOI: 10.3389/ti.2023.12406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Accepted: 11/20/2023] [Indexed: 12/19/2023]
Affiliation(s)
- Angelica Pagliazzi
- Nephrology and Renal Transplantation Research Group, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - Oriol Bestard
- Kidney Transplant Unit, Nephrology Department, Vall d’Hebron University Hospital, Barcelona, Spain
| | - Maarten Naesens
- Nephrology and Renal Transplantation Research Group, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
- Department of Nephrology and Renal Transplantation, University Hospitals Leuven, Leuven, Belgium
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