• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

空间多组学图谱揭示糖尿病大血管病变中平滑肌表型转化和代谢重编程。

Spatial multiomics atlas reveals smooth muscle phenotypic transformation and metabolic reprogramming in diabetic macroangiopathy.

机构信息

Department of Cardiology, Affiliated Hospital of Jiangsu University, Zhenjiang, 212001, China.

Institue of Cardiovascular Diseases, Jiangsu University, Zhenjiang, 212001, China.

出版信息

Cardiovasc Diabetol. 2024 Oct 12;23(1):358. doi: 10.1186/s12933-024-02458-x.

DOI:10.1186/s12933-024-02458-x
PMID:39395983
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11471023/
Abstract

BACKGROUND

Diabetic macroangiopathy has been the main cause of death and disability in diabetic patients. The mechanisms underlying smooth muscle cell transformation and metabolic reprogramming other than abnormal glucose and lipid metabolism remain to be further explored.

METHOD

Single-cell transcriptome, spatial transcriptome and spatial metabolome sequencing were performed on anterior tibial artery from 11 diabetic patients with amputation. Multi-omics integration, cell communication analysis, time series analysis, network analysis, enrichment analysis, and gene expression analysis were performed to elucidate the potential molecular features.

RESULT

We constructed a spatial multiomics map of diabetic blood vessels based on multiomics integration, indicating single-cell and spatial landscape of transcriptome and spatial landscape of metabolome. At the same time, the characteristics of cell composition and biological function of calcified regions were obtained by integrating spatial omics and single cell omics. On this basis, our study provides favorable evidence for the cellular fate of smooth muscle cells, which can be transformed into pro-inflammatory chemotactic smooth muscle cells, macrophage-like smooth muscle cells/foam-like smooth muscle cells, and fibroblast/chondroblast smooth muscle cells in the anterior tibial artery of diabetic patients. The smooth muscle cell phenotypic transformation is driven by transcription factors net including KDM5B, DDIT3, etc. In addition, in order to focus on metabolic reprogramming apart from abnormal glucose and lipid metabolism, we constructed a metabolic network of diabetic vascular activation, and found that HNMT and CYP27A1 participate in diabetic vascular metabolic reprogramming by combining public data.

CONCLUSION

This study constructs the spatial gene-metabolism map of the whole anterior tibial artery for the first time and reveals the characteristics of vascular calcification, the phenotypic transformation trend of SMCs, and the transcriptional driving network of SMCs phenotypic transformation of diabetic macrovascular disease. In the perspective of combining the transcriptome and metabolome, the study demonstrates the activated metabolic pathways in diabetic blood vessels and the key genes involved in diabetic metabolic reprogramming.

摘要

背景

糖尿病大血管病变一直是糖尿病患者死亡和残疾的主要原因。除了异常的糖脂代谢外,平滑肌细胞转化和代谢重编程的机制仍有待进一步探索。

方法

对 11 例截肢糖尿病患者的胫骨前动脉进行单细胞转录组、空间转录组和空间代谢组测序。通过多组学整合、细胞通讯分析、时间序列分析、网络分析、富集分析和基因表达分析,阐明潜在的分子特征。

结果

我们构建了基于多组学整合的糖尿病血管空间多组学图谱,显示了单细胞和空间转录组以及空间代谢组图谱。同时,通过整合空间组学和单细胞组学,获得了钙化区域细胞组成和生物学功能的特征。在此基础上,我们的研究为平滑肌细胞的细胞命运提供了有利的证据,即在糖尿病患者的胫骨前动脉中,平滑肌细胞可以转化为促炎趋化性平滑肌细胞、巨噬细胞样平滑肌细胞/泡沫样平滑肌细胞和成纤维细胞/软骨样平滑肌细胞。平滑肌细胞表型转化受 KDM5B、DDIT3 等转录因子 net 驱动。此外,为了关注除异常糖脂代谢外的代谢重编程,我们构建了糖尿病血管激活的代谢网络,并结合公共数据发现 HNMT 和 CYP27A1 通过参与糖尿病血管代谢重编程。

结论

本研究首次构建了整个胫骨前动脉的空间基因-代谢图谱,揭示了血管钙化的特征、SMCs 表型转化趋势以及糖尿病大血管疾病中 SMCs 表型转化的转录驱动网络。从转录组和代谢组结合的角度来看,该研究展示了糖尿病血管中激活的代谢途径以及涉及糖尿病代谢重编程的关键基因。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c2e/11471023/a3cad260644f/12933_2024_2458_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c2e/11471023/21d0cff3545f/12933_2024_2458_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c2e/11471023/62ed18972241/12933_2024_2458_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c2e/11471023/61ae67b5ed06/12933_2024_2458_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c2e/11471023/13d1e9675b55/12933_2024_2458_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c2e/11471023/d7300bbd9f92/12933_2024_2458_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c2e/11471023/8abc184efcd0/12933_2024_2458_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c2e/11471023/a3cad260644f/12933_2024_2458_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c2e/11471023/21d0cff3545f/12933_2024_2458_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c2e/11471023/62ed18972241/12933_2024_2458_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c2e/11471023/61ae67b5ed06/12933_2024_2458_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c2e/11471023/13d1e9675b55/12933_2024_2458_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c2e/11471023/d7300bbd9f92/12933_2024_2458_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c2e/11471023/8abc184efcd0/12933_2024_2458_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c2e/11471023/a3cad260644f/12933_2024_2458_Fig7_HTML.jpg

相似文献

1
Spatial multiomics atlas reveals smooth muscle phenotypic transformation and metabolic reprogramming in diabetic macroangiopathy.空间多组学图谱揭示糖尿病大血管病变中平滑肌表型转化和代谢重编程。
Cardiovasc Diabetol. 2024 Oct 12;23(1):358. doi: 10.1186/s12933-024-02458-x.
2
RAGE/galectin-3 yields intraplaque calcification transformation via sortilin.RAGE/galectin-3 通过分选连接蛋白导致斑块内钙化转化。
Acta Diabetol. 2019 Apr;56(4):457-472. doi: 10.1007/s00592-018-1273-1. Epub 2019 Jan 2.
3
Deciphering smooth muscle cell heterogeneity in atherosclerotic plaques and constructing model: a multi-omics approach with focus on KLF15/IGFBP4 axis.解析动脉粥样硬化斑块中平滑肌细胞的异质性并构建模型:以 KLF15/IGFBP4 轴为重点的多组学方法。
BMC Genomics. 2024 May 17;25(1):490. doi: 10.1186/s12864-024-10379-y.
4
Endothelial cells derived extracellular vesicles promote diabetic arterial calcification via circ_0008362/miR-1251-5p/Runx2 axial.内皮细胞衍生的细胞外囊泡通过 circ_0008362/miR-1251-5p/Runx2 轴促进糖尿病性动脉钙化。
Cardiovasc Diabetol. 2024 Oct 17;23(1):369. doi: 10.1186/s12933-024-02440-7.
5
Regulation of Vascular Smooth Muscle Cell Dysfunction Under Diabetic Conditions by miR-504.miR-504对糖尿病条件下血管平滑肌细胞功能障碍的调控
Arterioscler Thromb Vasc Biol. 2016 May;36(5):864-73. doi: 10.1161/ATVBAHA.115.306770. Epub 2016 Mar 3.
6
Acetylation-ubiquitination crosstalk of DJ-1 mediates microcalcification formation in diabetic plaques via collagen-matrix vesicles interaction.DJ-1的乙酰化-泛素化串扰通过胶原蛋白-基质小泡相互作用介导糖尿病斑块中的微钙化形成。
Cardiovasc Res. 2025 Apr 22;121(2):296-310. doi: 10.1093/cvr/cvae263.
7
A new mechanism of arterial calcification in diabetes: interaction between H3K18 lactylation and CHI3L1.糖尿病中动脉钙化的一种新机制:H3K18乳酸化与CHI3L1之间的相互作用
Clin Sci (Lond). 2025 Jan 29;139(2):115-130. doi: 10.1042/CS20243122.
8
Advanced glycation end-product Nε-carboxymethyl-Lysine accelerates progression of atherosclerotic calcification in diabetes.晚期糖基化终产物 Nε-羧甲基赖氨酸促进糖尿病动脉粥样硬化钙化的进展。
Atherosclerosis. 2012 Apr;221(2):387-96. doi: 10.1016/j.atherosclerosis.2012.01.019. Epub 2012 Jan 13.
9
Epidemiological Research Advances in Vascular Calcification in Diabetes.糖尿病血管钙化的流行病学研究进展。
J Diabetes Res. 2021 Oct 1;2021:4461311. doi: 10.1155/2021/4461311. eCollection 2021.
10
Macrophage galectin-3 enhances intimal translocation of vascular calcification in diabetes mellitus.巨噬细胞半乳糖凝集素-3增强糖尿病血管钙化内膜易位。
Am J Physiol Heart Circ Physiol. 2020 May 1;318(5):H1068-H1079. doi: 10.1152/ajpheart.00690.2019. Epub 2020 Mar 27.

引用本文的文献

1
Interpretable machine learning-guided single-cell mapping deciphers multi-lineage pancreatic dysregulation in type 2 diabetes.可解释的机器学习引导的单细胞图谱解析2型糖尿病中多谱系胰腺失调。
Cardiovasc Diabetol. 2025 Jul 24;24(1):300. doi: 10.1186/s12933-025-02865-8.
2
Single cell sequencing and spatial multiomics of diabetic kidney segmentation insights zonation-specific therapeutic metabolic pathways.糖尿病肾脏分割的单细胞测序和空间多组学揭示了特定区域的治疗性代谢途径。
Cell Insight. 2025 May 13;4(3):100252. doi: 10.1016/j.cellin.2025.100252. eCollection 2025 Jun.
3
T-Type Voltage-Gated Calcium Channels: Potential Regulators of Smooth Muscle Contractility.

本文引用的文献

1
Transcriptional profiles associated with coronary artery disease in type 2 diabetes mellitus.与 2 型糖尿病相关的冠心病转录谱。
Front Endocrinol (Lausanne). 2024 Apr 19;15:1323168. doi: 10.3389/fendo.2024.1323168. eCollection 2024.
2
Regulation of Erythroid Differentiation via the HIF1α-NFIL3-PIM1 Signaling Axis Under Hypoxia.缺氧条件下通过HIF1α-NFIL3-PIM1信号轴调控红系分化
Antioxid Redox Signal. 2025 Jan;42(1-3):36-52. doi: 10.1089/ars.2023.0508. Epub 2024 Apr 24.
3
TFvelo: gene regulation inspired RNA velocity estimation.
T 型电压门控钙通道:平滑肌收缩性的潜在调节剂。
Int J Mol Sci. 2024 Nov 19;25(22):12420. doi: 10.3390/ijms252212420.
TFvelo:受基因调控启发的 RNA 速度估计。
Nat Commun. 2024 Feb 15;15(1):1387. doi: 10.1038/s41467-024-45661-w.
4
A Narrative Review of Diabetic Macroangiopathy: From Molecular Mechanism to Therapeutic Approaches.糖尿病大血管病变的叙述性综述:从分子机制到治疗方法
Diabetes Ther. 2024 Mar;15(3):585-609. doi: 10.1007/s13300-024-01532-7. Epub 2024 Feb 2.
5
Smooth muscle-derived adventitial progenitor cells direct atherosclerotic plaque composition complexity in a Klf4-dependent manner.平滑肌衍生的外膜祖细胞以 Klf4 依赖的方式指导动脉粥样硬化斑块组成的复杂性。
JCI Insight. 2023 Nov 22;8(22):e174639. doi: 10.1172/jci.insight.174639.
6
Integrative single-cell meta-analysis reveals disease-relevant vascular cell states and markers in human atherosclerosis.整合单细胞代谢分析揭示了人类动脉粥样硬化中的疾病相关血管细胞状态和标志物。
Cell Rep. 2023 Nov 28;42(11):113380. doi: 10.1016/j.celrep.2023.113380. Epub 2023 Nov 10.
7
Multi-ancestry genome-wide study identifies effector genes and druggable pathways for coronary artery calcification.多民族全基因组研究鉴定出冠状动脉钙化的效应基因和可用药途径。
Nat Genet. 2023 Oct;55(10):1651-1664. doi: 10.1038/s41588-023-01518-4. Epub 2023 Sep 28.
8
Epigenetic Induction of Smooth Muscle Cell Phenotypic Alterations in Aortic Aneurysms and Dissections.动脉夹层和动脉瘤中平滑肌细胞表型改变的表观遗传学诱导。
Circulation. 2023 Sep 19;148(12):959-977. doi: 10.1161/CIRCULATIONAHA.123.063332. Epub 2023 Aug 9.
9
A WNT4- and DKK3-driven canonical to noncanonical Wnt signaling switch controls multiciliogenesis.WNT4 和 DKK3 驱动的经典 Wnt 信号转导至非经典 Wnt 信号开关控制多纤毛发生。
J Cell Sci. 2023 Aug 15;136(16). doi: 10.1242/jcs.260807. Epub 2023 Aug 29.
10
Macrophage-to-endothelial cell crosstalk by the cholesterol metabolite 27HC promotes atherosclerosis in male mice.胆固醇代谢产物 27HC 通过巨噬细胞-内皮细胞通讯促进雄性小鼠动脉粥样硬化。
Nat Commun. 2023 Jul 25;14(1):4101. doi: 10.1038/s41467-023-39586-z.