TY - JOUR
T1 - A peripheral blood diagnostic test for acute rejection in renal transplantation
AU - Li, L.
AU - Khatri, P.
AU - Sigdel, T. K.
AU - Tran, T.
AU - Ying, L.
AU - Vitalone, M. J.
AU - Chen, A.
AU - Hsieh, S.
AU - Dai, H.
AU - Zhang, M.
AU - Naesens, M.
AU - Zarkhin, V.
AU - Sansanwal, P.
AU - Chen, R.
AU - Mindrinos, M.
AU - Xiao, W.
AU - Benfield, M.
AU - Ettenger, R. B.
AU - Dharnidharka, V.
AU - Mathias, R.
AU - Portale, A.
AU - McDonald, R.
AU - Harmon, W.
AU - Kershaw, D.
AU - Vehaskari, V. M.
AU - Kamil, E.
AU - Baluarte, H. J.
AU - Warady, B.
AU - Davis, R.
AU - Butte, A. J.
AU - Salvatierra, O.
AU - Sarwal, M. M.
PY - 2012/10
Y1 - 2012/10
N2 - Monitoring of renal graft status through peripheral blood (PB) rather than invasive biopsy is important as it will lessen the risk of infection and other stresses, while reducing the costs of rejection diagnosis. Blood gene biomarker panels were discovered by microarrays at a single center and subsequently validated and cross-validated by QPCR in the NIH SNSO1 randomized study from 12 US pediatric transplant programs. A total of 367 unique human PB samples, each paired with a graft biopsy for centralized, blinded phenotype classification, were analyzed (115 acute rejection (AR), 180 stable and 72 other causes of graft injury). Of the differentially expressed genes by microarray, Q-PCR analysis of a five gene-set (DUSP1, PBEF1, PSEN1, MAPK9 and NKTR) classified AR with high accuracy. A logistic regression model was built on independent training-set (n = 47) and validated on independent test-set (n = 198)samples, discriminating AR from STA with 91% sensitivity and 94% specificity and AR from all other non-AR phenotypes with 91% sensitivity and 90% specificity. The 5-gene set can diagnose AR potentially avoiding the need for invasive renal biopsy. These data support the conduct of a prospective study to validate the clinical predictive utility of this diagnostic tool. This study documents the development of a blood-based gene panel for the noninvasive diagnosis of biopsy-proven acute kidney allograft rejection, and in doing so provides the basis for a blood test for acute rejection. See editorial by Bromberg and Iklé on page 2573.
AB - Monitoring of renal graft status through peripheral blood (PB) rather than invasive biopsy is important as it will lessen the risk of infection and other stresses, while reducing the costs of rejection diagnosis. Blood gene biomarker panels were discovered by microarrays at a single center and subsequently validated and cross-validated by QPCR in the NIH SNSO1 randomized study from 12 US pediatric transplant programs. A total of 367 unique human PB samples, each paired with a graft biopsy for centralized, blinded phenotype classification, were analyzed (115 acute rejection (AR), 180 stable and 72 other causes of graft injury). Of the differentially expressed genes by microarray, Q-PCR analysis of a five gene-set (DUSP1, PBEF1, PSEN1, MAPK9 and NKTR) classified AR with high accuracy. A logistic regression model was built on independent training-set (n = 47) and validated on independent test-set (n = 198)samples, discriminating AR from STA with 91% sensitivity and 94% specificity and AR from all other non-AR phenotypes with 91% sensitivity and 90% specificity. The 5-gene set can diagnose AR potentially avoiding the need for invasive renal biopsy. These data support the conduct of a prospective study to validate the clinical predictive utility of this diagnostic tool. This study documents the development of a blood-based gene panel for the noninvasive diagnosis of biopsy-proven acute kidney allograft rejection, and in doing so provides the basis for a blood test for acute rejection. See editorial by Bromberg and Iklé on page 2573.
KW - Acute allograft rejection
KW - bioinformatics
KW - biomarker
KW - renal allograft rejection
KW - renal transplantation
KW - translational research
KW - transplant rejection
KW - transplantation
KW - transplantation genomics
UR - http://www.scopus.com/inward/record.url?scp=84867093105&partnerID=8YFLogxK
U2 - 10.1111/j.1600-6143.2012.04253.x
DO - 10.1111/j.1600-6143.2012.04253.x
M3 - Article
C2 - 23009139
AN - SCOPUS:84867093105
SN - 1600-6135
VL - 12
SP - 2710
EP - 2718
JO - American Journal of Transplantation
JF - American Journal of Transplantation
IS - 10
ER -