Evidence map›Paper›PMID 41520090›Full record

ArticleStress biology2026

Integrative epigenomic and transcriptomic profiling reveals organ-specific and coordinated cold stress responses in the brain and gill of Nile tilapia.

Xinwen Li, Siyao Zhan, Xu Fan, Wei Li, Minghao Zhang, Yu Liu, Mingli Liu, Qihui Wu, Jiulin Chan, Zhichao Wu and 3 more

Abstract read
In one paragraph

Article in Stress biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Xinwen Li *Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai, 201306, China.
Siyao Zhan *Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai, 201306, China.
Xu Fan *Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai, 201306, China.
Wei LiKey Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai, 201306, China.
Minghao ZhangKey Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai, 201306, China.
Yu LiuShanghai Key Laboratory of Anesthesiology and Brain Functional Modulation, Clinical Research Center for Anesthesiology and Perioperative Medicine, School of Medicine, Translational Research Institute of Brain and Brain-Like Intelligence, Shanghai Fourth People's Hospital, Tongji University, Shanghai, 200434, China.
Mingli LiuKey Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai, 201306, China.
Qihui WuShanghai Key Laboratory of Anesthesiology and Brain Functional Modulation, Clinical Research Center for Anesthesiology and Perioperative Medicine, School of Medicine, Translational Research Institute of Brain and Brain-Like Intelligence, Shanghai Fourth People's Hospital, Tongji University, Shanghai, 200434, China.
Jiulin ChanKey Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai, 201306, China.
Zhichao WuKey Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai, 201306, China.
Songqian HuangKey Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai, 201306, China.
Liangbiao ChenKey Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai, 201306, China. lbchen@shou.edu.cn.
Peng HuKey Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai, 201306, China. phu@shou.edu.cn.ORCID http://orcid.org/0009-0002-6840-7758

Funding

Innovative Research Group Project of the National Natural Science Foundation of China No. 32373113National Natural Science Foundation of China No. 32403003
6 · The paper itself

Abstract

Cold stress is a major environmental challenge limiting the survival and productivity of tropical aquaculture species such as Nile tilapia (Oreochromis niloticus). The brain and gill represent two key organs that orchestrate systemic and environmental responses: the brain serves as the central thermosensory integrator and neuroendocrine control center, while the gill serves as the primary interface for respiration, ion regulation, and immune defense. However, the molecular mechanisms underlying their tissue-specific and potentially coordinated responses to cold remain unclear. Here, we applied integrative ATAC-seq and RNA-seq analyses to systematically investigate chromatin accessibility and gene expression dynamics in tilapia brain and gill tissues under cold stress. We identified thousands of differentially expressed genes and accessible regions, with significant correlations between transcriptional changes. Transcription factor footprinting revealed that Fra1 and Nrf act as key tissue-specific regulators, governing immune, apoptotic, and metabolic reprogramming in the brain and gill, respectively. Notably, the Fra1 module in the brain activated signaling pathways associated with stress response, neurodevelopment, and metabolic regulation which may influence peripheral responses by coordinating systemic physiological adjustments under cold stress, while Nrf-mediated regulation in the gill supported local homeostasis through redox and transport-related mechanisms. These findings highlight the hierarchical and organ-specific transcriptional control underlying cold adaptation in ectotherms. Our study provides the first chromatin accessibility atlas of cold-responsive regulatory networks across central and peripheral organs in fish, offering mechanistic insight and molecular targets for breeding cold-tolerant aquaculture strains.

Indexed as

Chromatin accessibilityCold stressEpigenetic transcriptional adaptationNile tilapiaTranscriptional regulation

Identifiers

PMID41520090
PMCPMC12790559

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LicenceCC BY
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.