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Rebollo‐Mesa I, Nova‐Lamperti E, Mobillo P, Runglall M, Christakoudi S, Norris S, Smallcombe N, Kamra Y, Hilton R, Bhandari S, Baker R, Berglund D, Carr S, Game D, Griffin S, Kalra PA, Lewis R, Mark PB, Marks S, Macphee I, McKane W, Mohaupt MG, Pararajasingam R, Kon SP, Serón D, Sinha MD, Tucker B, Viklický O, Lechler RI, Lord GM, Hernandez‐Fuentes MP. Biomarkers of Tolerance in Kidney Transplantation: Are We Predicting Tolerance or Response to Immunosuppressive Treatment? Am J Transplant 2016; 16:3443-3457. [PMID: 27328267 PMCID: PMC5132071 DOI: 10.1111/ajt.13932] [Citation(s) in RCA: 82] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2016] [Revised: 05/12/2016] [Accepted: 06/08/2016] [Indexed: 01/25/2023]
Abstract
We and others have previously described signatures of tolerance in kidney transplantation showing the differential expression of B cell-related genes and the relative expansions of B cell subsets. However, in all of these studies, the index group-namely, the tolerant recipients-were not receiving immunosuppression (IS) treatment, unlike the rest of the comparator groups. We aimed to assess the confounding effect of these regimens and develop a novel IS-independent signature of tolerance. Analyzing gene expression in three independent kidney transplant patient cohorts (232 recipients and 14 tolerant patients), we have established that the expression of the previously reported signature was biased by IS regimens, which also influenced transitional B cells. We have defined and validated a new gene expression signature that is independent of drug effects and also differentiates tolerant patients from healthy controls (cross-validated area under the receiver operating characteristic curve [AUC] = 0.81). In a prospective cohort, we have demonstrated that the new signature remained stable before and after steroid withdrawal. In addition, we report on a validated and highly accurate gene expression signature that can be reliably used to identify patients suitable for IS reduction (approximately 12% of stable patients), irrespective of the IS drugs they are receiving. Only a similar approach will make the conduct of pilot clinical trials for IS minimization safe and hence allow critical improvements in kidney posttransplant management.
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Affiliation(s)
- I. Rebollo‐Mesa
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom,BiostatisticsInstitute of Psychiatry, Psychology and NeuroscienceKing's College LondonLondonUnited Kingdom,UCB CelltechUCB Pharma S.A.SloughUnited Kingdom
| | - E. Nova‐Lamperti
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom
| | - P. Mobillo
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom
| | - M. Runglall
- National Institute for Health Research Biomedical Research CentreGuy's and St. Thomas’ National Health Service Foundation TrustKing's College LondonLondonUnited Kingdom
| | - S. Christakoudi
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom,BiostatisticsInstitute of Psychiatry, Psychology and NeuroscienceKing's College LondonLondonUnited Kingdom
| | - S. Norris
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom,University College LondonLondonUnited Kingdom
| | - N. Smallcombe
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom
| | - Y. Kamra
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom,Peter Gorer Department of ImmunobiologyKing's College LondonLondonUnited Kingdom
| | - R. Hilton
- Guy's and St. Thomas’ NHS Foundation TrustLondonUnited Kingdom
| | - Indices of Tolerance EU Consortium
- King's College LondonLondonUnited Kingdom,Oxford UniversityOxfordUnited Kingdom,Imperial College LondonLondonUnited Kingdom,Institute for Medical Immunology, Université Libre de BruxellesBruxellesBelgium,Miltenyi BiotecBergisch GladbachGermany,University of NantesNantesFrance,Charité, Universitaatsmedizin BerlinBerlinGermany
| | - S. Bhandari
- Hull and East Yorkshire Hospitals NHS TrustHullUnited Kingdom
| | - R. Baker
- St. James's University HospitalLeedsUnited Kingdom
| | | | - S. Carr
- Leicester General HospitalLeicesterUnited Kingdom
| | - D. Game
- Guy's and St. Thomas’ NHS Foundation TrustLondonUnited Kingdom
| | - S. Griffin
- Cardiff and Vale University Health BoardCardiffUnited Kingdom
| | | | - R. Lewis
- Queen Alexandra HospitalPortsmouthUnited Kingdom
| | - P. B. Mark
- University of GlasgowGlasgowUnited Kingdom
| | - S. Marks
- Great Ormond Street Hospital for Children NHS Foundation TrustLondonUnited Kingdom
| | - I. Macphee
- St. George's HospitalLondonUnited Kingdom
| | - W. McKane
- Northern General HospitalSheffieldUnited Kingdom
| | - M. G. Mohaupt
- INSELSPITALUniversitätsspital BernKlinik für Nephrologie/Hypertonie Abteilung für HypertonieBernSwitzerland
| | | | - S. P. Kon
- King's College Hospital NHS Foundation TrustLondonUnited Kingdom
| | - D. Serón
- Hospital Universitari Vall d'Hebr_onBarcelonaSpain
| | - M. D. Sinha
- Evelina London Children's HospitalLondonUnited Kingdom
| | - B. Tucker
- King's College Hospital NHS Foundation TrustLondonUnited Kingdom
| | - O. Viklický
- Transplantační laboratoř IKEMPragueCzech Republic
| | - R. I. Lechler
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom,King's Health PartnersLondonUnited Kingdom
| | - G. M. Lord
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom,National Institute for Health Research Biomedical Research CentreGuy's and St. Thomas’ National Health Service Foundation TrustKing's College LondonLondonUnited Kingdom,Guy's and St. Thomas’ NHS Foundation TrustLondonUnited Kingdom
| | - M. P. Hernandez‐Fuentes
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom,National Institute for Health Research Biomedical Research CentreGuy's and St. Thomas’ National Health Service Foundation TrustKing's College LondonLondonUnited Kingdom
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