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对2型糖尿病患者胰岛细胞类型特异性改变进行单细胞解码,揭示了基因和状态驱动的β细胞基因表达缺陷的趋同性。

Single-cell decoding of human islet cell type-specific alterations in type 2 diabetes reveals converging genetic- and state-driven -cell gene expression defects.

作者信息

Bandesh Khushdeep, Motakis Efthymios, Nargund Siddhi, Kursawe Romy, Selvam Vijay, Bhuiyan Redwan M, Eryilmaz Giray Naim, Krishnan Sai Nivedita, Spracklen Cassandra N, Ucar Duygu, Stitzel Michael L

机构信息

The Jackson Laboratory for Genomic Medicine, 10 Discovery Drive, Farmington, CT 06032 USA.

Department of Genetics and Genome Sciences, UConn Health, Farmington, CT 06032 USA.

出版信息

bioRxiv. 2025 Jan 22:2025.01.17.633590. doi: 10.1101/2025.01.17.633590.

DOI:10.1101/2025.01.17.633590
PMID:39896672
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11785113/
Abstract

Pancreatic islets maintain glucose homeostasis through coordinated action of their constituent endocrine and affiliate cell types and are central to type 2 diabetes (T2D) genetics and pathophysiology. Our understanding of robust human islet cell type-specific alterations in T2D remains limited. Here, we report comprehensive single cell transcriptome profiling of 245,878 human islet cells from a 48-donor cohort spanning non-diabetic (ND), pre-diabetic (PD), and T2D states, identifying 14 distinct cell types detected in every donor from each glycemic state. Cohort analysis reveals ~25-30% loss of functional beta cell mass in T2D vs. ND or PD donors resulting from (1) reduced total beta cell numbers/proportions and (2) reciprocal loss of 'high function' and gain of senescent -cell subpopulations. We identify in T2D -cells 511 differentially expressed genes (DEGs), including new (66.5%) and validated genes (e.g., , , ), and significant neuronal transmission and vitamin A metabolism pathway alterations. Importantly, we demonstrate newly identified DEG roles in human -cell viability and/or insulin secretion and link 47 DEGs to diabetes-relevant phenotypes in knockout mice, implicating them as potential causal islet dysfunction genes. Additionally, we nominate as candidate T2D causal genes and therapeutic targets 27 DEGs for which T2D genetic risk variants (GWAS SNPs) and pathophysiology (T2D vs. ND) exert concordant expression effects. We provide this freely accessible atlas for data exploration, analysis, and hypothesis testing. Together, this study provides new genomic resources for and insights into T2D pathophysiology and human islet dysfunction.

摘要

胰岛通过其组成的内分泌细胞和附属细胞类型的协同作用维持葡萄糖稳态,并且在2型糖尿病(T2D)的遗传学和病理生理学中起着核心作用。我们对T2D中强大的人类胰岛细胞类型特异性改变的理解仍然有限。在这里,我们报告了来自一个涵盖非糖尿病(ND)、糖尿病前期(PD)和T2D状态的48名供体队列的245,878个人类胰岛细胞的综合单细胞转录组分析,确定了在每个血糖状态的每个供体中检测到的14种不同细胞类型。队列分析显示,与ND或PD供体相比,T2D供体中功能性β细胞质量损失约25-30%,这是由于(1)总β细胞数量/比例减少,以及(2)“高功能”β细胞亚群相互丧失和衰老β细胞亚群增加。我们在T2Dβ细胞中鉴定出511个差异表达基因(DEG),包括新基因(66.5%)和已验证的基因(如、、),以及显著的神经传递和维生素A代谢途径改变。重要的是,我们证明了新鉴定的DEG在人类β细胞活力和/或胰岛素分泌中的作用,并将47个DEG与基因敲除小鼠中的糖尿病相关表型联系起来,暗示它们是潜在的因果胰岛功能障碍基因。此外,我们提名2个DEG作为T2D因果基因和治疗靶点,T2D遗传风险变异(GWAS SNPs)和病理生理学(T2D与ND)对其发挥一致的表达影响。我们提供这个免费访问的图谱用于数据探索、分析和假设检验。总之,这项研究为T2D病理生理学和人类胰岛功能障碍提供了新的基因组资源和见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a81f/11785113/659b65ae8bf4/nihpp-2025.01.17.633590v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a81f/11785113/bc8b227c2527/nihpp-2025.01.17.633590v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a81f/11785113/94c0df349dcd/nihpp-2025.01.17.633590v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a81f/11785113/2cfe439c2646/nihpp-2025.01.17.633590v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a81f/11785113/659b65ae8bf4/nihpp-2025.01.17.633590v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a81f/11785113/bc8b227c2527/nihpp-2025.01.17.633590v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a81f/11785113/94c0df349dcd/nihpp-2025.01.17.633590v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a81f/11785113/2cfe439c2646/nihpp-2025.01.17.633590v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a81f/11785113/659b65ae8bf4/nihpp-2025.01.17.633590v1-f0004.jpg

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本文引用的文献

1
Integrative single-cell multi-omics profiling of human pancreatic islets identifies T1D-associated genes and regulatory signals.人类胰岛的整合单细胞多组学分析确定了1型糖尿病相关基因和调控信号。
Cell Rep. 2025 Jul 29;44(8):116065. doi: 10.1016/j.celrep.2025.116065.
2
HumanIslets.com: Improving accessibility, integration, and usability of human research islet data.HumanIslets.com:改善人类研究胰岛数据的可访问性、整合性和可用性。
Cell Metab. 2025 Jan 7;37(1):7-11. doi: 10.1016/j.cmet.2024.09.001. Epub 2024 Oct 1.
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Exercise activates AMPK in mouse and human pancreatic islets to decrease senescence.
运动可激活小鼠和人胰岛中的 AMPK,减少衰老。
Nat Metab. 2024 Oct;6(10):1976-1990. doi: 10.1038/s42255-024-01130-8. Epub 2024 Sep 24.
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Identification of unique cell type responses in pancreatic islets to stress.鉴定胰岛对应激的独特细胞类型反应。
Nat Commun. 2024 Jul 2;15(1):5567. doi: 10.1038/s41467-024-49724-w.
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Regulation of endocrine cell alternative splicing revealed by single-cell RNA sequencing in type 2 diabetes pathogenesis.单细胞 RNA 测序揭示 2 型糖尿病发病机制中内分泌细胞可变剪接的调控
Commun Biol. 2024 Jun 27;7(1):778. doi: 10.1038/s42003-024-06475-0.
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Genetic drivers of heterogeneity in type 2 diabetes pathophysiology.2 型糖尿病病理生理学异质性的遗传驱动因素。
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Editorial: Cellular senescence in diabetes: from markers to mechanisms and therapies.社论:糖尿病中的细胞衰老:从标志物到机制及治疗
Front Endocrinol (Lausanne). 2023 Dec 18;14:1345529. doi: 10.3389/fendo.2023.1345529. eCollection 2023.
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Stress-induced β cell early senescence confers protection against type 1 diabetes.应激诱导的β细胞早期衰老赋予机体对 1 型糖尿病的保护作用。
Cell Metab. 2023 Dec 5;35(12):2200-2215.e9. doi: 10.1016/j.cmet.2023.10.014. Epub 2023 Nov 9.
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Pancreatic β-cell senescence in diabetes: mechanisms, markers and therapies.糖尿病中胰岛β细胞衰老:机制、标志物与治疗策略。
Front Endocrinol (Lausanne). 2023 Aug 31;14:1212716. doi: 10.3389/fendo.2023.1212716. eCollection 2023.
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Single cell multiomic analysis reveals diabetes-associated β-cell heterogeneity driven by HNF1A.单细胞多组学分析揭示了 HNF1A 驱动的糖尿病相关β细胞异质性。
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