Antibody Mediated Rejection and T-cell Mediated Rejection Molecular Signatures Using Next-Generation Sequencing in Kidney Transplant Biopsies

Esteban Cortes Garcia, A. Giarraputo, M. Racapé, Valentin Goutaudier, Cindy Ursule-Dufait, Pierre de la Grange, Lucie Adoux, M. Raynaud, Clément Couderau, F. Mezine, J. Dagobert, Oriol Bestard, Francesc Moreso, Jean Villard, F. Halleck, M. Giral, Sophie Brouard, R. Danger, P.A. Gourraud, M. Rabant, Lionel Couzi, M. Le Quintrec, Nassim Kamar, Emmanuel Morelon, François Vrtovsnik, J. Taupin, R. Snanoudj, Christophe Legendre, D. Anglicheau, K. Budde, C. Lefaucheur, A. Loupy, O. Aubert
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Abstract

Recently, interest in transcriptomic assessment of kidney biopsies has been growing. This study investigates the use of NGS to identify gene expression changes and analyse the pathways involved in rejection. An Illumina bulk RNA sequencing on the polyadenylated RNA of 770 kidney biopsies was conducted. Differentially-expressed genes (DEGs) were determined for AMR and TCMR using DESeq2. Genes were segregated according to their previous descriptions in known panels (microarray or the Banff Human Organ Transplant (B-HOT) panel) to obtain NGS-specific genes. Pathway enrichment analysis was performed using the Reactome and Kyoto Encyclopaedia of Genes and Genomes (KEGG) public repositories. The differential gene expression using NGS analysis identified 6,141 and 8,478 transcripts associated with AMR and TCMR. While most of the genes identified were included in the microarray and the B-HOT panels, NGS analysis identified 603 (9.8%) and 1,186 (14%) new specific genes. Pathways analysis showed that the B-HOT panel was associated with the main immunological processes involved during AMR and TCMR. The microarrays specifically integrated metabolic functions and cell cycle progression processes. Novel NGS-specific based transcripts associated with AMR and TCMR were discovered, which might represent a novel source of targets for drug designing and repurposing.
利用新一代测序技术分析肾移植活检中抗体介导的排斥反应和 T 细胞介导的排斥反应分子特征
最近,人们对肾脏活组织切片转录组学评估的兴趣与日俱增。本研究探讨了如何利用 NGS 来识别基因表达变化并分析排斥反应所涉及的途径。研究人员对 770 例肾脏活检组织的多聚腺苷酸 RNA 进行了 Illumina 大容量 RNA 测序。使用 DESeq2 确定了 AMR 和 TCMR 的差异表达基因(DEGs)。根据基因在已知面板(微阵列或 Banff Human Organ Transplant (B-HOT) 面板)中的描述对基因进行分离,以获得 NGS 特异性基因。利用 Reactome 和《京都基因组百科全书》(KEGG)公共资料库进行了通路富集分析。利用 NGS 分析发现了 6141 和 8478 个与 AMR 和 TCMR 相关的转录本。虽然发现的大多数基因都包含在微阵列和 B-HOT 面板中,但 NGS 分析分别发现了 603 个(9.8%)和 1186 个(14%)新的特异基因。通路分析表明,B-HOT 面板与 AMR 和 TCMR 期间涉及的主要免疫过程有关。微阵列特别整合了代谢功能和细胞周期进展过程。发现了与 AMR 和 TCMR 相关的新的基于 NGS 的特异性转录本,这可能是药物设计和再利用的新靶点来源。
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