Evidence map›Paper›PMID 42558362›Full record

ArticleFrontiers in endocrinology2026

Somatotropic axis drives bone turnover heterogeneity independently of gonadotropin synergy in girls with central precocious puberty.

Fuhui Liu, Haiqin Jiang, Zhenzhen Li, Lei Li

Erratum issuedAbstract 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. An erratum has been issued. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

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No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Fuhui LiuSchool of Clinical Medicine, Shandong Second Medicine University, Weifang, China.
Haiqin JiangDepartment of Geriatrics I, Weifang People's Hospital, Weifang, China.
Zhenzhen LiDepartment of Pediatrics, Weifang People's Hospital, Weifang, China.
Lei LiDepartment of Pediatrics, Weifang People's Hospital, Weifang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The classic paradigm of somatotropic-gonadal axis synergy in pubertal bone acquisition lacks validation in central precocious puberty (CPP), and the driver of the significant bone turnover marker (BTM) heterogeneity in this population is unknown. Objective: To investigate the independent and potential synergistic associations of insulin-like growth factor-1 (IGF-1) and peak luteinizing hormone (LH) with BTMs in girls with CPP. Methods: This retrospective cohort included 190 treatment-naïve girls with CPP. Participants were stratified into Low, Medium, and High bone turnover groups based on tertiles of a bone age-standardized composite Z-score of bone gla protein (BGP) and β-C-terminal telopeptide (β-CTX). We used multiple linear regression adjusted for chronological age, supplemented by E-value analysis. Results: Marked BTM heterogeneity was confirmed ( Conclusion: In this cross-sectional study of girls with CPP, heterogeneity in bone turnover was more strongly and consistently associated with the somatotropic axis (IGF-1) than with gonadotropin activity, and no significant synergy was observed. These findings suggest a potential shift toward a somatotropic-dominant mechanism in the context of pathological pubertal acceleration, highlight IGF-1 as a pivotal biomarker for skeletal metabolism assessment, and challenge the classical paradigm of somatotropic-gonadal axis collaboration.​ The proposed mechanism requires validation in longitudinal studies.

Indexed as

Bone RemodelingGonadotropinsInsulin-Like Growth Factor ILuteinizing HormonePuberty, PrecociousBiomarkersChildFemaleHumansHypothalamic-Pituitary-Gonadal AxisRetrospective StudiesBiomarkersGonadotropinsIGF1 protein, humanInsulin-Like Growth Factor ILuteinizing Hormonebone turnover markerscentral precocious pubertyinsulin-like growth factor Iluteinizing hormonesomatotropic axis

Identifiers

PMID42558362
PMCPMC13437337

What Socratic holds

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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.