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Orthogonal Comparison of Molecular Signatures of Kidney Transplants With Subclinical and Clinical Acute Rejection: Equivalent Performance Is Agnostic to Both Technology and Platform.
- Source :
-
American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons [Am J Transplant] 2017 Aug; Vol. 17 (8), pp. 2103-2116. Date of Electronic Publication: 2017 Apr 03. - Publication Year :
- 2017
-
Abstract
- We performed orthogonal technology comparisons of concurrent peripheral blood and biopsy tissue samples from 69 kidney transplant recipients who underwent comprehensive algorithm-driven clinical phenotyping. The sample cohort included patients with normal protocol biopsies and stable transplant (sTx) function (n = 25), subclinical acute rejection (subAR, n = 23), and clinical acute rejection (cAR, n = 21). Comparisons between microarray and RNA sequencing (RNA-seq) signatures were performed and demonstrated a strong correlation between the blood and tissue compartments for both technology platforms. A number of shared differentially expressed genes and pathways between subAR and cAR in both platforms strongly suggest that these two clinical phenotypes form a continuum of alloimmune activation. SubAR is associated with fewer or less expressed genes than cAR in blood, whereas in biopsy tissues, this clinical phenotype demonstrates a more robust molecular signature for both platforms. The discovery work done in this study confirms a clear ability to detect gene expression profiles for sTx, subAR, and cAR in both blood and biopsy tissue, yielding equivalent predictive performance that is agnostic to both technology and platform. Our data also provide strong biological insights into the molecular mechanisms underlying these signatures, underscoring their logistical potential as molecular diagnostics to improve clinical outcomes following kidney transplantation.<br /> (© 2017 The American Society of Transplantation and the American Society of Transplant Surgeons.)
- Subjects :
- Adult
Aged
Case-Control Studies
Female
Follow-Up Studies
Graft Rejection blood
Graft Rejection epidemiology
Graft Rejection genetics
Graft Survival
Humans
Kidney Failure, Chronic surgery
Male
Middle Aged
Prevalence
Prognosis
Prospective Studies
Young Adult
Biomarkers metabolism
Gene Expression Profiling
Graft Rejection diagnosis
High-Throughput Nucleotide Sequencing methods
Kidney Failure, Chronic genetics
Kidney Transplantation adverse effects
Subjects
Details
- Language :
- English
- ISSN :
- 1600-6143
- Volume :
- 17
- Issue :
- 8
- Database :
- MEDLINE
- Journal :
- American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons
- Publication Type :
- Academic Journal
- Accession number :
- 28188669
- Full Text :
- https://doi.org/10.1111/ajt.14224