CRESTA: a comprehensive transcriptome atlas for cellular response to external stressors

IF 13.1 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Hongge Wang, Weiping Mu, Xiaoqiong Bao, Luowanyue Zhang, Yuxi Xie, Huiqin Li, Kebing Wang, Yaqing Cao, Jingsong Chen, Jikai Zhan, Lingxiao Li, Jun Shen, Jian Ren, Zhixiang Zuo
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引用次数: 0

Abstract

Cellular stress response (CSR) is crucial for maintaining intracellular homeostasis upon exposure to hazardous environmental stressors, whose failure can lead to cell death. Here, we developed CRESTA (https://cresta.renlab.cn/), an integrated database providing a comprehensive resource for studying stressor-induced CSR. CRESTA unifies fragmented transcriptomic data across diverse stressors, cell types, and contexts into a hierarchically structured atlas. It catalogs 20 786 unique stress-associated genes responding to 14 major categories (180 sub-categories) of human cellular stressors, based on the differential expression analysis of 8258 samples spanning 197 human cell types. These stressor categories include air pollutants, antineoplastic agents, heavy metals, hypoxia, mechanical stimuli, natural toxins, nutrient deprivation, pesticides, radiation, temperature change, etc. To further enable causal inference between stressors and molecular pathologies, CRESTA links CSR transcriptomic signatures to functional pathways, cell death annotations, and disease associations. Additionally, the CSR profiles are connected with chemical perturbation features involving FDA-approved drugs to support systematic drug repurposing. Overall, we expect that CRESTA will serve as a vital resource for mechanistic studies of cytotoxicity, cellular perturbation evaluation, and CSR-targeted drug discovery.
CRESTA:细胞对外部应激源反应的综合转录组图谱
细胞应激反应(CSR)是在暴露于危险环境应激源时维持细胞内稳态的关键,其失败可导致细胞死亡。在这里,我们开发了CRESTA (https://cresta.renlab.cn/),这是一个综合数据库,为研究压力诱发的CSR提供了全面的资源。CRESTA将不同应激源、细胞类型和背景下的片段转录组数据统一成一个分层结构的图谱。基于对跨越197种人类细胞类型的8258个样本的差异表达分析,它编目了20786个独特的应激相关基因,响应人类细胞应激源的14个主要类别(180个亚类别)。这些应激源包括空气污染物、抗肿瘤药物、重金属、缺氧、机械刺激、天然毒素、营养剥夺、农药、辐射、温度变化等。为了进一步实现应激源和分子病理之间的因果推断,CRESTA将CSR转录组特征与功能途径、细胞死亡注释和疾病关联联系起来。此外,CSR概况与涉及fda批准的药物的化学扰动特征相关联,以支持系统的药物再利用。总的来说,我们期望CRESTA将成为细胞毒性机制研究、细胞扰动评估和csr靶向药物发现的重要资源。
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来源期刊
Nucleic Acids Research
Nucleic Acids Research 生物-生化与分子生物学
CiteScore
27.10
自引率
4.70%
发文量
1057
审稿时长
2 months
期刊介绍: Nucleic Acids Research (NAR) is a scientific journal that publishes research on various aspects of nucleic acids and proteins involved in nucleic acid metabolism and interactions. It covers areas such as chemistry and synthetic biology, computational biology, gene regulation, chromatin and epigenetics, genome integrity, repair and replication, genomics, molecular biology, nucleic acid enzymes, RNA, and structural biology. The journal also includes a Survey and Summary section for brief reviews. Additionally, each year, the first issue is dedicated to biological databases, and an issue in July focuses on web-based software resources for the biological community. Nucleic Acids Research is indexed by several services including Abstracts on Hygiene and Communicable Diseases, Animal Breeding Abstracts, Agricultural Engineering Abstracts, Agbiotech News and Information, BIOSIS Previews, CAB Abstracts, and EMBASE.
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