Evidence map›Paper›PMID 41739266›Full record

ArticleFish physiology and biochemistry2026

Molecular characterization and gene expression of the HSP90 gene family in Cyprinus carpio and Oreochromis niloticus under thermal stress.

Shakeela Parveen, Mehwish Sultana, Muhammad Tayyab, Muhammad Farhan Khan, Muhammad Hussain, Amina Parveen, Youhou Xu, Peng Zhu, Laiba Shafique

Abstract read
PubMed Publisher
In one paragraph

Article in Fish physiology and biochemistry, 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

9 authors.

Shakeela ParveenGuangxi Key Laboratory of Beibu Gulf Marine Biodiversity Conservation, Beibu Gulf University, Guangxi, 535011, People's Republic of China. drshakeela@gscwu.edu.pk.
Mehwish Sultana *Department of Zoology, Government Sadiq College Women University, Bahawalpur, Punjab, Pakistan.
Muhammad Tayyab *Department of Zoology, University of Agriculture, Wildlife & Fisheries, Faisalabad, Punjab, Pakistan.
Muhammad Farhan Khan *Department of Chemistry, Gomal University, Dera Ismail Khan, 29050, Pakistan.
Muhammad HussainDepartment of Veterinary and Animal Sciences, University of Veterinary and Animal Sciences, Lahore, Punjab, Pakistan.
Amina ParveenDepartment of Chemistry, University of Agriculture, Faisalabad, Punjab, Pakistan.
Youhou XuGuangxi Key Laboratory of Beibu Gulf Marine Biodiversity Conservation, Beibu Gulf University, Guangxi, 535011, People's Republic of China.
Peng ZhuGuangxi Key Laboratory of Beibu Gulf Marine Biodiversity Conservation, Beibu Gulf University, Guangxi, 535011, People's Republic of China.
Laiba ShafiqueGuangxi Key Laboratory of Beibu Gulf Marine Biodiversity Conservation, Beibu Gulf University, Guangxi, 535011, People's Republic of China. laibazoologist@gmail.com.

Funding

Guangxi Talent Grant 81-24QMKYQD12Research Startup Program 81-23KYQD02)
6 · The paper itself

Abstract

Heat Shock Proteins (HSPs) act as molecular chaperones, protecting cells by stabilizing and refolding damaged proteins under stress. While the induction of HSPs in fish under stress is well-documented, comprehensive genome-wide analyses of the entire HSP90 gene family in a comparative context remains limited. This study provides a systematic, comparative analysis of the HSP90 gene family in two economically important species with distinct thermal niches, Cyprinus carpio (common carp) and Oreochromis niloticus (Nile tilapia). Our investigation included phylogenetic relationships, motif patterns, physicochemical properties, positive selection, and expression profiles. Key findings include the identification of tandem duplications in both species and a higher number of transcription factor-binding sites (TFBSs) in tilapia compared to common carp. Positive selection analysis revealed significant evidence of adaptive evolution in the HSP90 proteins. qRT-PCR analysis revealed organ-specific responses and differing thermal tolerances, with O. niloticus exhibiting a more pronounced adaptive response to extreme heat (40 °C). These findings provide valuable insights into the evolutionary dynamics and functional divergence of the HSP90 gene family, offering a theoretical basis for understanding genetic adaptations to thermal stress. As global temperatures rise, such insights are essential for enhancing aquaculture sustainability by leveraging natural adaptive mechanisms.

Indexed as

CarpsCichlidsFish ProteinsHSP90 Heat-Shock ProteinsAnimalsGene Expression RegulationHot TemperatureMultigene FamilyPhylogenySelection, GeneticStress, PhysiologicalFish ProteinsHSP90 Heat-Shock ProteinsComparative genomicsExpression analysisHSP 90 genesPhylogenetic analysisPositive selectionThermal stress

Identifiers

PMID41739266

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.