Evidence map›Paper›PMID 42666255›Full record

ArticleFrontiers in endocrinology2026

Lean mass development trajectories in children and adolescents and their associations with musculoskeletal health in emerging adulthood.

M Marques, F Baptista, O Rysavy, C Pendleton, S M Levy, K F Janz

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 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
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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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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

6 authors.

M MarquesCIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisbon, Portugal.
F BaptistaCIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisbon, Portugal.
O RysavyDivision of Biostatistics and Computational Biology, University of Iowa, Iowa City, IA, United States.
C PendletonDivision of Biostatistics and Computational Biology, University of Iowa, Iowa City, IA, United States.
S M LevyDepartment of Epidemiology, University of Iowa, Iowa City, IA, United States.
K F JanzDepartment of Epidemiology, University of Iowa, Iowa City, IA, United States.

Funding

UNIVERSITY OF IOWA CTSA FOR PEDIATRIC RESEARCHUL1RR024979 · NCRR · UNIVERSITY OF IOWA · PI ROSENTHAL, GARY E · 2007 to 2011
$31.8M
XANTHINE OXIDASE PRODUCTS IN MODULATION OF ENDOTHELIAL DYSFUNCTIONM01RR000059 · NCRR · UNIVERSITY OF IOWA · PI AHRENS, RICHARD C · 1985 to 2007
$22.3M
Fluoride & Other Factors in Childhood and Adolescent Bone DevelopmentR01DE012101 · NIDCR · UNIVERSITY OF IOWA · PI LEVY, STEVEN M. · 1998 to 2013
$11.9M
LONGITUDINAL STUDY OF FLUORIDE EXPOSURES &FLUORIDER01DE009551 · NIDCR · UNIVERSITY OF IOWA · PI LEVY, STEVEN M. · 1991 to 2008
$4.7M
NCRR NIH HHS M01 RR000059NCRR NIH HHS UL1 RR024979NIDCR NIH HHS R01 DE009551NIDCR NIH HHS R01 DE012101
6 · The paper itself

Abstract

This study identified longitudinal trajectories of lean mass development from childhood to young adulthood and examined their associations with bone and muscle outcomes in early adulthood. Data were obtained from 323 participants (8-23 years) in the Iowa Bone Development Study, assessed at 7 time points. Lean mass trajectories were defined using DXA-derived Z-scores for the appendicular lean mass index (aLBMI) and the appendicular lean mass to trunk fat mass ratio (aLBM/TrFM), categorized as low, average, or high. Only participants with consistent trajectories were included (n=116 for aLBMI; n=67 for aLBM/TrFM). At 23 years, bone material (DXA aBMD and pQCT vBMD), bone structure (pQCT geometry and strength), and muscle composition (pQCT muscle area and density) were assessed. Linear regression used the average trajectory as a reference and was adjusted for sex and height. A low aLBMI trajectory was associated with lower aBMD at the whole body less head (WBLH), femoral neck, and trochanter (-8% to -11%) and reduced tibial structural strength (-23% to -34%), with no differences at the radius. Higher aLBMI trajectories were associated with higher aBMD (up to +17%), greater bone strength in the tibia and radius (+22 to 45%), and larger muscle area (+32%). For aLBM/TrFM, only WBLH aBMD differed, with the high group showing ~5% higher values, along with lower BMI and higher muscle density. These findings suggest that consistent longitudinal patterns of lean mass development are associated with bone and muscle outcomes in early adulthood, with aLBMI more closely related to bone structure and muscle area, while a favorable muscle-to-fat ratio may reflect better muscle quality and whole-body bone status.

Indexed as

Body CompositionBone DensityBone DevelopmentMuscle, SkeletalAbsorptiometry, PhotonAdolescentBody Mass IndexChildFemaleHumansLongitudinal StudiesMaleYoung Adultbody composition trajectoriesbone mineral densityfat masslean massMDCTpQCTyoung adults

Identifiers

PMID42666255
PMCPMC13521819

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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.