Glomerular transcriptomics predicts long term outcome and identifies therapeutic strategies for patients with assumed benign IgA nephropathy

期限(时间) 结果(博弈论) 医学 肾病 肾小球肾炎 内科学 重症监护医学 生物信息学 生物 内分泌学 糖尿病 数学 量子力学 物理 数理经济学
作者
Mariell Rivedal,Håvard Mikkelsen,Hans‐Peter Marti,Lili Liu,Krzysztof Kiryluk,Thomas Knoop,Rune Bjørneklett,Yngvar Lunde Haaskjold,Jessica Furriol,Sabine Leh,Flavia Teodora Ioana Paunas,Janka Bábíčková,Andreas Scherer,Camille Serre,Øystein Eikrem,Philipp Strauss
出处
期刊:Kidney International [Elsevier BV]
卷期号:105 (4): 717-730 被引量:14
标识
DOI:10.1016/j.kint.2023.12.010
摘要

Some patients diagnosed with benign IgA nephropathy (IgAN) develop a progressive clinical course, not predictable by known clinical or histopathological parameters. To assess if gene expression can differentiate between progressors and non-progressors with assumed benign IgAN, we tested microdissected glomeruli from archival kidney biopsy sections from adult patients with stable clinical remission (21 non-progressors) or from 15 patients that had undergone clinical progression within a 25-year time frame. Based on 1 240 differentially expressed genes from patients with suitable sequencing results, we identified eight IgAN progressor and nine non-progressor genes using a two-component classifier. These genes, including APOL5 and ZXDC, predicted disease progression with 88% accuracy, 75% sensitivity and 100% specificity on average 21.6 years before progressive disease was clinically documented. APOL lipoproteins are associated with inflammation, autophagy and kidney disease while ZXDC is a zinc-finger transcription factor modulating adaptive immunity. Ten genes from our transcriptomics data overlapped with an external genome wide association study dataset, although the gene set enrichment test was not statistically significant. We also identified 45 drug targets in the DrugBank database, including angiotensinogen, a target of sparsentan (dual antagonist of the endothelin type A receptor and the angiotensin II type 1 receptor) currently investigated for IgAN treatment. Two validation cohorts were used for substantiating key results, one by immunohistochemistry and the other by nCounter technology. Thus, glomerular mRNA sequencing from diagnostic kidney biopsies from patients with assumed benign IgAN can differentiate between future progressors and non-progressors at the time of diagnosis.
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