Evidence map›Paper›PMID 42088853›Full record

ArticleComputational and structural biotechnology journal2026

Shaping Cell Identity: Global Transcriptome and Pathway Shifts during Mouse Mammary Epithelial Cell Differentiation.

Waqar Ahmad, Neena Gopinathan Panicker, Tahir A Rizvi, Farah Mustafa

Abstract read
In one paragraph

Article in Computational and structural biotechnology journal, 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

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

4 authors.

Waqar AhmadDepartment of Biochemistry and Molecular Biology, College of Medicine & Health Sciences (CMHS), United Arab Emirates (UAE) University, Al Ain, UAE.ORCID https://orcid.org/0000-0003-0474-6558
Neena Gopinathan PanickerDepartment of Biochemistry and Molecular Biology, College of Medicine & Health Sciences (CMHS), United Arab Emirates (UAE) University, Al Ain, UAE.ORCID https://orcid.org/0000-0002-7553-9006
Tahir A RizviDepartment of Microbiology and Immunology, College of Medicine & Health Sciences (CMHS), United Arab Emirates (UAE) University, Al Ain, UAE.ORCID https://orcid.org/0000-0002-2572-1678
Farah MustafaDepartment of Biochemistry and Molecular Biology, College of Medicine & Health Sciences (CMHS), United Arab Emirates (UAE) University, Al Ain, UAE.ORCID https://orcid.org/0000-0002-1081-3756

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mouse mammary epithelial cells possess a remarkable ability to regenerate the entire mammary gland through precisely regulated differentiation, involving complex molecular, morphological, and functional changes. Here, we performed comprehensive transcriptomic profiling of HC11 mouse mammary epithelial cells undergoing lactogenic differentiation using RNA sequencing and integrative bioinformatics. We identified 566 differentially expressed genes, reflecting extensive transcriptional reprogramming and activation of biosynthetic, metabolic, and secretory programs. Strong up-regulation of terminal and lactogenic differentiation markers, including Wap, Csn2, Lpl, Cd36, Lalba, Btn1a1, Xdh, Gata3, and Cebpb, signified maturation into a secretory phenotype. Functional evaluation via gene set enrichment analysis revealed transcriptional enrichment of mTOR, prolactin, insulin, ErbB, and autophagy-associated pathways, consistent with anabolic readiness and terminal differentiation. Conversely, p53, Wnt, and FoxO pathways were down-regulated, marking a transition from proliferation to differentiation. Transcription factors (FoxO1, Zbtb16, and Srebf1) and epigenetic regulators (Gadd45a and Hist1h1e) exhibited dynamic changes, underscoring coordinated transcriptional and chromatin remodeling. Gene set enrichment and protein-protein interaction analyses identified 10 hub genes, Agt, Ccnd1, Igf1, Mki67, Myc, Calm4, Rasgrp1, Cd69, Il6, and Pecam1, as central drivers of differentiation. Clustering of uniquely regulated genes further implicated roles in milk synthesis, protease activity, and lineage stabilization. Together, these findings define a transcriptional framework for lactogenic differentiation in the HC11 cell line model and provide a basis for future mechanistic studies.

Identifiers

PMID42088853
PMCPMC13136624

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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.