ArticleTropical animal health and production2026
Breed-specific transcriptomic pathways underpin seasonal cold exposure responses in indigenous and crossbred cattle.
Article in Tropical animal health and production, 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
Abstract
Livestock are essential to rural economies and livelihoods in emerging nations such as India, and reducing environmental impacts while sustaining economic returns is critical under ongoing climate change. This study aims to identify transcriptomic changes under cold (winter) and thermoneutral (spring) conditions in Indigenous (Tharparkar) and crossbred (Karan Fries) cattle using RNA-Seq analysis. A total of 6,537 differentially expressed genes were identified in Tharparkar cattle (471 upregulated, 6,066 downregulated) and 5,101 in Karan Fries (539 upregulated, 4,562 downregulated) using thresholds of log2 fold change ≥ 2 and p < 0.05. Expression changes in four selected genes were validated by real-time PCR. Functional enrichment analysis revealed significant upregulation of the Fc gamma R-mediated phagocytosis pathway in Tharparkar cattle and the N-glycan biosynthesis pathway in Karan Fries cattle; both cattle showed downregulation of the ECM-receptor interaction pathway and upregulation of the phagosome pathway under cold exposure. Many of the biological activities and molecular pathways linked to the differentially expressed genes were primarily associated with immune response, cellular signaling, and structural remodeling. PTPRC, MYC and CREB1 emerged as key regulator genes involved in multiple biological processes and signaling pathways in both cattle. These findings provide a robust framework for future research on livestock adaptation to climate change, and the identified pathways may serve as potential targets for climate-resilient breeding and management strategies aimed at improving cold tolerance in cattle.
Indexed as
Identifiers
42159826What 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.