Evidence map›Paper›PMID 42020722›Full record

ArticleScientific reports2026

Identification of gradual aging and late-onset aging markers using male African turquoise killifish.

Junjie Chen, Satoshi Kofuji, Mizuki Kusaba, Kota Abe, Takehiko Sasaki, Tohru Ishitani, Hiroshi Nishina

Abstract read
In one paragraph

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.

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

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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

7 authors.

Junjie Chen *Medical Research Laboratory, Institute of Integrated Research, Institute of Science Tokyo, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8510, Japan.
Satoshi Kofuji *Medical Research Laboratory, Institute of Integrated Research, Institute of Science Tokyo, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8510, Japan. kofuji.dbio@mri.tmd.ac.jp.
Mizuki KusabaMedical Research Laboratory, Institute of Integrated Research, Institute of Science Tokyo, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8510, Japan.
Kota AbeDepartment of Homeostatic Regulation, Research Institute of Microbial Diseases, The University of Osaka, Osaka, Japan.
Takehiko SasakiMedical Research Laboratory, Institute of Integrated Research, Institute of Science Tokyo, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8510, Japan.
Tohru IshitaniDepartment of Homeostatic Regulation, Research Institute of Microbial Diseases, The University of Osaka, Osaka, Japan.
Hiroshi NishinaMedical Research Laboratory, Institute of Integrated Research, Institute of Science Tokyo, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8510, Japan. nishina.dbio@mri.tmd.ac.jp.

Funding

Japan Agency for Medical Research and Development JP22-24fk0310508Japan Agency for Medical Research and Development JP23gm1710007Japan Society for the Promotion of Science JP20H03381Japan Society for the Promotion of Science JP21K06544Multilayered Stress Diseases JPMXP1323015483
6 · The paper itself

Abstract

Vertebrates grow and mature with age after birth, deteriorate, and eventually die. However, the long lifespan of most vertebrates makes it challenging to identify markers of these distinct stages. Here, we leverage the short-lived vertebrate African Turquoise killifish (N. furzeri) to isolate molecular markers distinguishing gradual aging from late-onset aging. N. furzeri lifespan was divided into four stages-growth/maturation, young, midlife, and old-based on biological parameters. Cellular and molecular changes continually increasing or decreasing with age from young to midlife to old stages were defined as "gradual aging", and changes specifically between midlife and old stages as "late-onset aging". We discovered hepatic lipid droplets formed at birth and disappeared during the midlife stage. Metabolome and gene expression analyses of the liver where the majority of changes occurred identified several metabolites and genes as gradual aging markers (e.g., methylhistidine, glutarylcarnitine, and γ-butyrobetaine) and late-onset aging markers (e.g., creatine, homocitrulline, pipecolic acid, p21, htra1, and slc13a5 genes) providing insights into alternative mechanisms of gradual aging and late-onset aging that may be conserved. Thus, molecular markers reflecting gradual aging and late-onset aging at the organ levels can be isolated using N. furzeri.

Indexed as

AgingBiomarkersFundulidaeAnimalsKillifishesLiverLongevityMaleMetabolomeBiomarkers

Identifiers

PMID42020722
PMCPMC13272915

What Socratic holds

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Registered trials

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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 Socratic graph.