Evidence map›Paper›PMID 41905070›Full record

ArticlePoultry science2026

Transcriptomic insights into thermal manipulation and heat stress in skeletal muscles of broiler chickens.

Mohammad Borhan Al-Zghoul, Shadi Shahatit, Seif Hundam

Abstract read
In one paragraph

Article in Poultry science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

3 authors.

Mohammad Borhan Al-ZghoulDepartment of Basic Medical Veterinary Sciences, Faculty of Veterinary Medicine, Jordan University of Science and Technology, Irbid 22110, Jordan. Electronic address: [email protected].
Shadi ShahatitDepartment of Biotechnology and Genetic Engineering, Faculty of Science and Art, Jordan University of Science and Technology, Irbid 22110, Jordan. Electronic address: [email protected].
Seif HundamDepartment of Basic Medical Veterinary Sciences, Faculty of Veterinary Medicine, Jordan University of Science and Technology, Irbid 22110, Jordan. Electronic address: [email protected].

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Heat stress (HS) poses a substantial burden to poultry production, compromising muscle integrity, growth performance, and overall welfare of broiler chickens. Elevated ambient temperatures disrupt energy metabolism, impair muscle function, and activate cellular stress responses. Embryonic thermal manipulation (TM) has emerged as a promising strategy to enhance thermotolerance through developmental reprogramming; however, the molecular basis underlying TM, acute, and chronic HS effects in skeletal muscle remains incompletely understood. In this study, bulk RNA sequencing of the pectoralis major muscle was performed in broilers using a factorial experimental design. Eggs were incubated under thermoneutral (37.8°C, 56% RH) or thermal manipulation (38.5°C, 65% RH, 18 hours per day) conditions, and then the chickens were later subjected to either acute heat stress (35 ± 0.5°C for 12 h on day 22 post-hatch) or chronic heat stress (35 ± 0.5°C for 5 consecutive days from day 18 to 22 post-hatch). Transcriptomic analysis identified distinct molecular profiles associated with TM and HS. Acute HS resulted in pronounced transcriptional changes, including activation of immune signaling, stress-responsive pathways, and suppression of metabolic and energy-related processes, while chronic HS affected subtle transcriptional changes related to immune and inflammatory response. Also, TM induced persistent modulation, altering the muscle response to acute HS, partially preserving metabolism and energy generation with enriched pathways related to cellular organization, ion homeostasis, and muscle maintenance. Integrative functional analyses using over-representation analysis (ORA) and gene set enrichment analysis (GSEA) revealed that TM reshaped the transcriptional landscape by promoting potentially adaptive responses rather than stress-induced disruption. Collectively, our findings demonstrate that embryonic TM impacts long-lasting transcriptional plasticity in skeletal muscle and that acute and chronic HS induced both shared and different expression profiles. This work provides molecular insight into muscle-specific heat adaptation and supports the incorporation of TM-based strategies into sustainable poultry production systems facing warming climates.

Indexed as

ChickensHeat-Shock ResponseHot TemperaturePectoralis MusclesTranscriptomeAnimalsGene Expression ProfilingMuscle, SkeletalAcute heat stressChronic heat stressRNA-SequencingThermal manipulationThermotolerance

Identifiers

PMID41905070
PMCPMC13054079

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.