Elisabetta Manduchi, Hélène C Descamps, Jonathan Schug, Tong Da, Deeksha Lahori, Hilana El-Mekkoussi, Michael R Betts, Klaus H Kaestner
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引用次数: 0
摘要
肠病毒 B 的持续感染被认为是 1 型糖尿病病因的一个重要因素。我们利用来自α、β和外分泌细胞的大量RNA测序数据,以及来自人类胰腺分析计划(HPAP)的单细胞胰岛RNA-Seq数据,评估了1型糖尿病患者和糖尿病前期(非糖尿病但自身抗体阳性)患者胰腺中是否存在肠道病毒B序列。我们检查了两种检测类型的所有可用 HPAP 数据,包括非糖尿病、1 型和 2 型糖尿病供体。为了评估是否存在病毒读数,我们使用 Kraken2 分类系统及其完整病毒数据库分析了所有未映射到人类基因组的读数,该数据库经过扩充,包含了所有(28 种)有完整基因组的肠道病毒 B 血清型的代表。作为辅助方法,我们以这 28 个肠病毒 B 基因组为参照,将相同的序列读数输入 STAR 配对器。在 243 个大量 RNA 文库和 79 个单细胞 RNA 文库中,我们都没有检测到肠道病毒 B 序列。虽然我们不能排除在所分析的供体中存在极低水平的肠道病毒 B 持续感染的可能性,但我们的数据并不支持这些病毒的慢性病毒感染是导致 1 型糖尿病的主要原因这一观点。
No Evidence for Persistent Enteroviral B Infection of Pancreatic Islets in Patients With Type 1 Diabetes and Prediabetes From RNA Sequencing Data.
Persistent enterovirus B infection has been proposed as an important contributor to the etiology of type 1 diabetes. We leveraged extensive bulk RNA-sequencing (RNA-seq) data from α-, β-, and exocrine cells, as well as islet single-cell RNA-seq data from the Human Pancreas Analysis Program (HPAP), to evaluate the presence of enterovirus B sequences in the pancreas of patients with type 1 diabetes and prediabetes (no diabetes but positive for autoantibodies). We examined all available HPAP data for either assay type, including donors without diabetes and with type 1 and type 2 diabetes. To assess the presence of viral reads, we analyzed all reads not mapping to the human genome with the taxonomic classification system Kraken2 and its full viral database augmented to encompass representatives for all 28 enterovirus B serotypes for which a complete genome is available. As a secondary approach, we input the same sequence reads into the STAR aligner using these 28 enterovirus B genomes as the reference. No enterovirus B sequences were detected by either approach in any of the 243 bulk RNA libraries or in any of the 79 single-cell RNA libraries. While we cannot rule out the possibility of a very-low-grade persistent enterovirus B infection in the donors analyzed, our data do not support the notion of chronic viral infection by these viruses as a major driver of type 1 diabetes.