Evidence map›Paper›PMID 41896729›Full record

ArticleBMC genomics2026

An RNA-sequencing analysis to determine potential upstream transcriptional regulators of essential amino acid deficiency responses in bovine mammary epithelial cells.

Boning Li, Dave J Innes, Eduardo S Ribeiro, John Doelman, Sergio A Burgos, John P Cant

Abstract read
In one paragraph

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

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0citing papers in PubMed
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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

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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

6 authors.

Boning LiDepartment of Animal Biosciences, University of Guelph, Guelph, ON, Canada. boning@uoguelph.ca.
Dave J InnesDepartment of Animal Biosciences, University of Guelph, Guelph, ON, Canada.
Eduardo S RibeiroDepartment of Animal Biosciences, University of Guelph, Guelph, ON, Canada.
John DoelmanTrouw Nutrition R&D, Amersfoort, the Netherlands.
Sergio A BurgosDepartment of Animal Science, Faculty of Agriculture and Environmental Science, McGill University, Quebec City, QC, Canada.
John P CantDepartment of Animal Biosciences, University of Guelph, Guelph, ON, Canada.

Funding

Natural Sciences and Engineering Research Council of Canada 513256-17Trouw Nutrition Canada Inc. 513256-17
6 · The paper itself

Abstract

Essential amino acids (EAA) may alter bovine mammary epithelial cell (BMEC) activities through regulation of gene transcription. For this study, we used pathway analysis of RNA-sequencing data to identify upstream transcription factors (TF) that potentially mediate the effects of single EAA deficiency on BMEC. Differentiated BMEC were cultured in 1 of 4 treatment media representing normal physiological concentrations of all amino acids (CTL), or ¼ the normal concentration of histidine (LH), lysine (LK), or methionine (LM). After 48 h, rates of DNA synthesis were reduced 30 to 40% by each of the deficiencies. Protein synthesis rate was 30 to 50% lower in LK and LM but was unaffected by LH. Up-regulated upstream TF included those related to nutrient stress, interferon signaling, and suppression of cell population growth. Down-regulated TF were primarily related to cell cycle progression. An array of classic ATF4 targets increased in response to EAA deficiencies including amino acid transporters, branched-chain aminotransferase, aminoacyl-tRNA synthetases, sestrin2 (a leucine sensor), and activators of apoptosis. Interferon signaling emerged as a novel pathway activated by EAA deficiencies, possibly contributing to reduced cell proliferation and protein synthesis. In contrast, the MAPK signaling pathway was unaffected. Expression of hypoxia-inducible factor 1α (HIF1A) increased, consistent with an anti-proliferative role. Downregulation of Forkhead box protein M1 (FOXM1) likely contributed to slower cell proliferation. These findings reveal a complex network of transcriptional regulators and signaling pathways influenced by EAA availability and shed light on the nutritional regulation of milk protein production by dairy cows.

Indexed as

Amino Acids, EssentialEpithelial CellsMammary Glands, AnimalSequence Analysis, RNATranscription FactorsAnimalsCattleFemaleGene Expression RegulationSignal TransductionAmino Acids, EssentialTranscription FactorsATF4Bovine mammary epithelial cellCell cycle progressionEssential amino acid deficiencyFOXM1Interferon signalingTranscription factors

Identifiers

PMID41896729
PMCPMC13147841

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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.