ArticleScientific reports2026
Effects of variable incubation temperature during embryonic days 10-13 on leg muscle transcriptomics in day-old broiler and layer chicks.
Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In chickens, secondary myogenesis occurs during embryonic days (ED) 10-13, which is a critical developmental window sensitive to incubation temperature as a key environmental factor. This study investigates transcriptional profiles in leg muscle of broiler (Ross 308; Ross) and layer chickens (Lohmann Brown; LB) at hatch following transient ± 1 °C deviations from standard incubation temperature during ED 10-13. Eggs were incubated at 37.8 °C (CON), 36.8 °C (Low), or 38.8 °C (High) for 72 h between ED 10-13 before being returned to standard conditions until hatch (ED 21). Leg muscle samples from both sexes were analysed using RNA sequencing (n = 108). Hatch body weight and yolk-free body weight were higher in Ross compared to LB, but were unaffected by incubation temperature. Lowered incubation temperature in LB hatchlings was associated with altered mitochondrial and metabolic pathways, including the downregulation of genes involved in oxidative phosphorylation and reduced expression of myogenic regulators such as MYF5 and MYOG compared to CON birds. Increased incubation temperature involved enrichment of proteolytic processes and downregulation of genes associated with extracellular matrix organization (COL1A1, COL6A1) in LB hatchlings and myogenesis (MYOG) in Ross hatchlings compared to CON birds. Results suggest that deviations from standard incubation temperature during the critical window of secondary myogenesis modulate leg muscle development in a strain-specific manner.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.