Evidence map›Paper›PMID 41974559›Full record

ArticleAging2026

Stage-dependent transcriptomic changes in human dermal fibroblast senescence model.

Michiko Kudo, Ryo Yonezawa, Hideaki Mizobata, Shigeharu Kinoshita, Shuichi Asakawa

Abstract read
In one paragraph

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

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

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

5 authors.

Michiko KudoLaboratory of Aquatic Molecular Biology and Biotechnology, Department of Aquatic Bioscience, Graduate School of Agricultural and Life Science, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo, 113-8657 Japan.
Ryo YonezawaLaboratory of Aquatic Molecular Biology and Biotechnology, Department of Aquatic Bioscience, Graduate School of Agricultural and Life Science, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo, 113-8657 Japan.
Hideaki MizobataLaboratory of Aquatic Molecular Biology and Biotechnology, Department of Aquatic Bioscience, Graduate School of Agricultural and Life Science, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo, 113-8657 Japan.
Shigeharu KinoshitaLaboratory of Aquatic Molecular Biology and Biotechnology, Department of Aquatic Bioscience, Graduate School of Agricultural and Life Science, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo, 113-8657 Japan.
Shuichi AsakawaLaboratory of Aquatic Molecular Biology and Biotechnology, Department of Aquatic Bioscience, Graduate School of Agricultural and Life Science, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo, 113-8657 Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cellular senescence is a fundamental biological process that underlies organismal aging and age-related diseases; however, the temporal dynamics of gene expression during senescence remain unclear. This study investigated gene expression changes across aging progression and the molecular mechanisms involved using three replicative senescence models of human dermal fibroblasts, designated as young, middle, and old. RNA sequencing transcriptome analysis with two independent analytical pipelines revealed that the transcriptome profiles of the young and middle stages were similar, whereas that of the old stage was distinct. Differential expression analysis showed significant gene expression changes between the young and middle stages, with differentially expressed genes (DEGs) increasing as senescence progressed. STRING and Gene Ontology/Kyoto Encyclopedia of Genes and Genomes enrichment analyses indicated early activation of immune-inflammatory response clusters and decreases in structural maintenance genes. Using an alternative DEG set, non-negative matrix factorization (NMF) decomposed transcriptomes into distinct metagenes, with characteristic senescence-stage behaviors. NMF independently recapitulated immune-inflammatory activation and the loss of structural maintenance functions. These findings suggest that immune-inflammatory responses are engaged from early senescence, whereas cell adhesion and maintenance pathways decline progressively. These results identify early biomarkers and therapeutic targets, providing opportunities to delay or mitigate aging-related functional decline.

Indexed as

aging biomarkerscellular senescencedermal fibroblastsimmune–inflammatory signalingtranscriptome analysis

Identifiers

PMID41974559
PMCPMC13632856

What Socratic holds

Textmetadata
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.