Multi-omics in exploring the pathophysiology of diabetic retinopathy.

IF 4.6 2区 生物学 Q2 CELL BIOLOGY
Frontiers in Cell and Developmental Biology Pub Date : 2024-12-11 eCollection Date: 2024-01-01 DOI:10.3389/fcell.2024.1500474
Xinlu Li, XiaoJing Dong, Wen Zhang, Zhizhou Shi, Zhongjian Liu, Yalian Sa, Li Li, Ninghua Ni, Yan Mei
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引用次数: 0

Abstract

Diabetic retinopathy (DR) is a leading global cause of vision impairment, with its prevalence increasing alongside the rising rates of diabetes mellitus (DM). Despite the retina's complex structure, the underlying pathology of DR remains incompletely understood. Single-cell RNA sequencing (scRNA-seq) and recent advancements in multi-omics analyses have revolutionized molecular profiling, enabling high-throughput analysis and comprehensive characterization of complex biological systems. This review highlights the significant contributions of scRNA-seq, in conjunction with other multi-omics technologies, to DR research. Integrated scRNA-seq and transcriptomic analyses have revealed novel insights into DR pathogenesis, including alternative transcription start site events, fluctuations in cell populations, altered gene expression profiles, and critical signaling pathways within retinal cells. Furthermore, by integrating scRNA-seq with genetic association studies and multi-omics analyses, researchers have identified novel biomarkers, susceptibility genes, and potential therapeutic targets for DR, emphasizing the importance of specific retinal cell types in disease progression. The integration of scRNA-seq with metabolomics has also been instrumental in identifying specific metabolites and dysregulated pathways associated with DR. It is highly conceivable that the continued synergy between scRNA-seq and other multi-omics approaches will accelerate the discovery of underlying mechanisms and the development of novel therapeutic interventions for DR.

多组学研究糖尿病视网膜病变的病理生理机制。
糖尿病视网膜病变(DR)是全球视力损害的主要原因,其患病率随着糖尿病(DM)发病率的上升而上升。尽管视网膜结构复杂,但DR的潜在病理仍不完全清楚。单细胞RNA测序(scRNA-seq)和多组学分析的最新进展彻底改变了分子分析,使高通量分析和复杂生物系统的全面表征成为可能。这篇综述强调了scRNA-seq与其他多组学技术在DR研究中的重要贡献。综合scRNA-seq和转录组学分析揭示了DR发病机制的新见解,包括转录起始位点的替代事件、细胞群的波动、基因表达谱的改变和视网膜细胞内的关键信号通路。此外,通过将scRNA-seq与遗传关联研究和多组学分析相结合,研究人员已经确定了新的生物标志物、易感基因和DR的潜在治疗靶点,强调了特定视网膜细胞类型在疾病进展中的重要性。scRNA-seq与代谢组学的整合也有助于识别与DR相关的特定代谢物和失调通路。可以高度想象,scRNA-seq与其他多组学方法之间的持续协同作用将加速发现DR的潜在机制和开发新的治疗干预措施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Frontiers in Cell and Developmental Biology
Frontiers in Cell and Developmental Biology Biochemistry, Genetics and Molecular Biology-Cell Biology
CiteScore
9.70
自引率
3.60%
发文量
2531
审稿时长
12 weeks
期刊介绍: Frontiers in Cell and Developmental Biology is a broad-scope, interdisciplinary open-access journal, focusing on the fundamental processes of life, led by Prof Amanda Fisher and supported by a geographically diverse, high-quality editorial board. The journal welcomes submissions on a wide spectrum of cell and developmental biology, covering intracellular and extracellular dynamics, with sections focusing on signaling, adhesion, migration, cell death and survival and membrane trafficking. Additionally, the journal offers sections dedicated to the cutting edge of fundamental and translational research in molecular medicine and stem cell biology. With a collaborative, rigorous and transparent peer-review, the journal produces the highest scientific quality in both fundamental and applied research, and advanced article level metrics measure the real-time impact and influence of each publication.
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