Evidence map›Paper›PMID 40874935›Full record

ReviewAging2025

Analysis of the current state of frailty indexes and their implementation for aging intervention studies.

Oliver G Frost, Anna Barkovskaya, Michael J Rae, Marcela Atzori, Abdelhadi Rebbaa, Amit Sharma

Abstract readReview
In one paragraph

Review in Aging, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. How human and animal frailty index studies can inform each other: a brief narrative review.The journals of gerontology. Series A, Biological sciences and medical sciences · 2026
    Review
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.

Oliver G FrostCentre for Biological Engineering, School of Mechanical, Electrical and Manufacturing Engineering, Loughborough University, Loughborough LE11 3TU, UK.
Anna BarkovskayaLifespan Research Institute, Mountain View, CA 94041, USA.
Michael J RaeLifespan Research Institute, Mountain View, CA 94041, USA.
Marcela AtzoriLifespan Research Institute, Mountain View, CA 94041, USA.
Abdelhadi RebbaaLifespan Research Institute, Mountain View, CA 94041, USA.
Amit SharmaLifespan Research Institute, Mountain View, CA 94041, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Animal lifespan studies are foundational to developing interventions against the biological aging process. In recent years, there has been rising interest in characterizing the effects of longevity therapeutics on health span. Frailty indexes, originally developed to assess clinical frailty in aging humans, have shown promise as measurements of biological age and have been adopted for use in rodent aging biology. This Perspective looks at the current state of rodent frailty indexes and how they are implemented. The differences in frailty parameters used to calculate these indexes have led to inconsistencies between studies defining frailty. In this Perspective, we have highlighted those differences and made recommendations for implementing protocols for frailty index measurement.

Indexed as

AgingFrailtyAnimalsHumansLongevityagingfrailtyfrailty indexphenotyperodents

Identifiers

PMID40874935
PMCPMC12517216

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.