Discovery and validation of a novel blood-based molecular biomarker of rejection following liver transplantation.
biomarker
clinical research/practice
clinical trial
genomics
immunobiology
immunosuppression/immune modulation
liver allograft function/dysfunction
liver transplantation/hepatology
rejection
translational research/science
Journal
American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons
ISSN: 1600-6143
Titre abrégé: Am J Transplant
Pays: United States
ID NLM: 100968638
Informations de publication
Date de publication:
08 2020
08 2020
Historique:
received:
25
09
2019
revised:
28
02
2020
accepted:
13
04
2020
pubmed:
2
5
2020
medline:
22
6
2021
entrez:
2
5
2020
Statut:
ppublish
Résumé
Noninvasive biomarker profiles of acute rejection (AR) could affect the management of liver transplant (LT) recipients. Peripheral blood was collected following LT for discovery (Northwestern University [NU]) and validation (National Institute of Allergy and Infectious Diseases Clinical Trials in Organ Transplantation [CTOT]-14 study). Blood gene profiling was paired with biopsies showing AR or ADNR (acute dysfunction no rejection) as well as stable graft function samples (Transplant eXcellent-TX). CTOT-14 subjects had serial collections prior to AR, ADNR, TX, and after AR treatment. NU cohort gene expression (46 AR, 45 TX) was analyzed using random forest models to generate a classifier training set (36 gene probe) distinguishing AR vs TX (area under the curve 0.92). The algorithm and threshold were locked and tested on the CTOT-14 validation cohort (14 AR, 50 TX), yielding an accuracy of 0.77, sensitivity 0.57, specificity 0.82, positive predictive value (PPV) 0.47, and negative predictive value (NPV) 0.87 for AR vs TX. The probability score line slopes were positive preceding AR, and negative preceding TX and non-AR (TX + ADNR) (P ≤ .001) and following AR treatment. In conclusion, we have developed a blood biomarker diagnostic for AR that can be detected prior to AR-associated graft injury as well a normal graft function (non-AR). Further studies are needed to evaluate its utility in precision-guided immunosuppression optimization following LT.
Identifiants
pubmed: 32356368
doi: 10.1111/ajt.15953
pmc: PMC7496674
pii: S1600-6135(22)22521-0
doi:
Substances chimiques
Biomarkers
0
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Langues
eng
Sous-ensembles de citation
IM
Pagination
2173-2183Subventions
Organisme : NIAID NIH HHS
ID : UM2 AI117870
Pays : United States
Organisme : National Institute of Allergy and Infectious Diseases
ID : U01AI084146
Pays : International
Informations de copyright
© 2020 The Authors. American Journal of Transplantation published by Wiley Periodicals LLC on behalf of The American Society of Transplantation and the American Society of Transplant Surgeons.
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