Noninvasive discrimination of rejection in cardiac allograft recipients using gene expression profiling

被引:378
作者
Deng, MC [1 ]
Eisen, HJ
Mehra, MR
Billingham, M
Marboe, CC
Berry, G
Kobashigawa, J
Johnson, FL
Starling, RC
Murali, S
Pauly, DF
Baron, H
Wohlgemuth, JG
Woodward, RN
Klingler, TM
Walther, D
Lal, PG
Rosenberg, S
Hunt, S
机构
[1] Drexel Univ, Coll Med, Philadelphia, PA 19104 USA
[2] Columbia Univ, New York, NY USA
[3] Univ Maryland, Baltimore, MD 21201 USA
[4] Stanford Univ, Sch Med, Stanford, CA 94305 USA
[5] Univ Calif Los Angeles, Los Angeles, CA USA
[6] Cleveland Clin Fdn, Cleveland, OH 44195 USA
[7] Univ Pittsburgh, Pittsburgh, PA 15260 USA
[8] Univ Florida, Gainesville, FL 32611 USA
[9] XDC Inc, San Francisco, CA USA
关键词
allogeneic; biological markers; gene expression profiling; graft rejection; heart transplantation; immune response genes; immunologic; immunologic monitoring; transplantation;
D O I
10.1111/j.1600-6143.2005.01175.x
中图分类号
R61 [外科手术学];
学科分类号
摘要
Rejection diagnosis by endomyocardial biopsy (EMB) is invasive, expensive and variable. We investigated gene expression profiling of peripheral blood mononuclear cells (PBMC) to discriminate ISHLT grade 0 rejection (quiescence) from moderate/severe rejection (ISHLT >= 3A). Patients were followed prospectively with blood sampling at post-transplant visits. Biopsies were graded by ISHLT criteria locally and by three independent pathologists blinded to clinical data. Known alloimmune pathways and leukocyte microarrays identified 252 candidate genes for which real-time PCR assays were developed. An 11 gene realtime PCR test was derived from a training set (n = 145 samples, 107 patients) using linear discriminant analysis (LDA), converted into a score (0-40), and validated prospectively in an independent set (n = 63 samples, 63 patients). The test distinguished biopsydefined moderate/severe rejection from quiescence (p = 0.0018) in the validation set, and had agreement of 84% (95% CI 66% C94%) with grade ISHLT >= 3A rejection. Patients > 1 year post-transplant with scores below 30 (approximately 68% of the study population) are very unlikely to have grade >= 3A rejection (NPV = 99.6%). Gene expression testing can detect absence of moderate/severe rejection, thus avoiding biopsy in certain clinical settings. Additional clinical experience is needed to establish the role of molecular testing for clinical event prediction and immunosuppression management.
引用
收藏
页码:150 / 160
页数:11
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