Evidence map›Paper›PMID 42811242›Full record

ArticleGeroScience2026

Sex- and age-specific patterns in bone, muscle, and fat across adulthood and their relation to osteosarcopenic adiposity phenotype: a cross-sectional study.

Jasminka Z Ilich, Jon Mills, Selma Cvijetic, Emily M Barlow, Semira Galijasevic, Dario Boschiero, Jeffrey Harman

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Article in GeroScience, 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

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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.

Jasminka Z IlichInstitute for Successful Longevity, Florida State University, 1107 West Call Street, Tallahassee, FL, 32306, USA. jilichernst@fsu.edu.ORCID http://orcid.org/0000-0002-2426-8584
Jon MillsCenter for Medicine and Public Health Policy and Practice, Florida State University College of Medicine, Tallahassee, FL, USA.
Selma CvijeticDivision of Occupational and Environmental Health, Institute for Medical Research and Occupational Health, Zagreb, Croatia.
Emily M BarlowFlorida State University College of Medicine, Tallahassee, FL, USA.
Semira GalijasevicSarajevo School of Science and Technology, University Sarajevo, Sarajevo, Bosnia and Herzegovina.
Dario BoschieroOpen Academy of Medicine, BioTekna, Marcon, Venice, Italy.
Jeffrey HarmanCenter for Medicine and Public Health Policy and Practice, Florida State University College of Medicine, Tallahassee, FL, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Evidence suggests that age-associated differences in body composition-bone/muscle/adipose tissue-are nonlinear, but their timing, sex-specific features, and relation to osteosarcopenic adiposity (OSA) phenotype remain poorly defined. OSA is characterized by the coexistence of osteopenia/osteoporosis, sarcopenia, and excess or redistributed adiposity. We examined sex- and age-specific patterns and inflection points for bone, muscle, fat, and intramuscular adipose tissue (IMAT) in cross-sectional data from 9717 Caucasian adults aged 20-90 years. Body composition was assessed using BIA-ACC, a nonionizing bioelectrical impedance analysis that estimates total body bone, skeletal muscle, fat mass, and IMAT. Prespecified operational thresholds for the BIA-ACC-derived bone and muscle mass scores and sex-specific fat mass percentages were used to define reduced bone and muscle mass, adiposity, and the BIA-ACC-based OSA phenotype. LOESS nonparametric regression was used to model age-related body composition patterns without assuming a predefined functional relationship between age and each outcome and to identify inflection points. For sensitivity analyses, all LOESS curves were fitted with stiffness/span parameter (f) and confidence intervals were calculated. Men showed earlier peaks and relative midlife stability in bone and muscle, followed by lower later life values than women. Women showed lower baseline values, multiple early-life inflection points, and sharper midlife downturns, particularly around menopause. Fat mass increased steadily in men but followed multiphasic patterns in women, whereas IMAT increased progressively with age in both sexes. Adults meeting the operational BIA-ACC criteria for OSA (identified even in the youngest participants) demonstrated less stable trajectories, earlier downturns in bone and muscle components, and more complex fat and IMAT patterns. Distinct sex-specific patterns and adverse association between BIA-ACC-defined OSA and body composition patterns were identified. Early identification of this phenotype may support preventive assessment of accelerated musculoskeletal decline and increasing adiposity.

Indexed as

AgingBody compositionIntramuscular adipose tissueOsteoporosisOsteosarcopenic adipositySarcopenia

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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.