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Theranostics ; 10(15): 6977-6986, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32550916

RESUMO

Acute rejection (AR) remains a significant problem that negatively impacts long-term renal allograft survival. Numerous therapies are used to prevent AR that differ by center and recipient age. This variability confounds diagnostic methods. Methods: To develop an age-independent gene signature for AR effective across a broad array of immunosuppressive regimens, we compiled kidney transplant biopsy (n=1091) and peripheral blood (n=392) gene expression profiles from 12 independent public datasets. After removing genes differentially expressed in pediatric and adult patients, we compared gene expression profiles from biopsy and peripheral blood samples of patients with AR to those who were stable (STA), using Mann-Whitney U Tests with validation in independent testing datasets. We confirmed this signature in pediatric and adult patients (42 AR and 47 STA) from our institutional biorepository. Results: We identified a novel age-independent gene network that identified AR from both kidney and blood samples. We developed a 90-probe set signature targeting 76 genes that differentiated AR from STA and found an 8 gene subset (DIP2C, ENOSF1, FBXO21, KCTD6, PDXDC1, REXO2, HLA-E, and RAB31) that was associated with AR. Conclusion: We used publicly available datasets to create a gene signature of AR that identified AR irrespective of immunosuppression regimen or recipient age. This study highlights a novel model to screen and validate biomarkers across multiple treatment regimens.


Assuntos
Biomarcadores/sangue , Biologia Computacional/métodos , Rejeição de Enxerto/diagnóstico , Transplante de Rim/efeitos adversos , Transcriptoma , Transplante Homólogo/métodos , Adolescente , Adulto , Fatores Etários , Idoso , Biópsia , Criança , Pré-Escolar , Feminino , Rejeição de Enxerto/sangue , Rejeição de Enxerto/etiologia , Rejeição de Enxerto/patologia , Humanos , Lactente , Masculino , Pessoa de Meia-Idade , Curva ROC , Adulto Jovem
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