Evidence map›Paper›PMID 40795894›Full record

ArticleThe Journal of clinical endocrinology and metabolism2026

Effect of Osteocalcin on Insulin Sensitivity, Insulin Secretion, and β-cell Compensation in Mexican Americans.

Yumeng Gao, Vera Hsu, Alyson Kil, Michael Arias, Hetian Chen, Enrique Trigo, Adrienne Mackay, Anny H Xiang, Thomas A Buchanan, Richard M Watanabe

Abstract read
In one paragraph

Article in The Journal of clinical endocrinology and metabolism, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
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

10 authors.

Yumeng GaoDepartment of Population and Public Health Sciences, Keck School of Medicine of USC, Los Angeles, CA 90032, USA.ORCID 0009-0000-8171-8011
Vera HsuDepartment of Population and Public Health Sciences, Keck School of Medicine of USC, Los Angeles, CA 90032, USA.ORCID 0009-0001-1742-9765
Alyson KilDepartment of Population and Public Health Sciences, Keck School of Medicine of USC, Los Angeles, CA 90032, USA.
Michael AriasDepartment of Population and Public Health Sciences, Keck School of Medicine of USC, Los Angeles, CA 90032, USA.
Hetian ChenDepartment of Population and Public Health Sciences, Keck School of Medicine of USC, Los Angeles, CA 90032, USA.
Enrique TrigoDepartment of Medicine, Keck School of Medicine of USC, Los Angeles, CA 90089, USA.
Adrienne MackayDepartment of Population and Public Health Sciences, Keck School of Medicine of USC, Los Angeles, CA 90032, USA.
Anny H XiangDepartment of Research and Evaluation, Kaiser Permanente of Southern California, Pasadena, CA 91101, USA.ORCID 0000-0003-2786-1268
Thomas A BuchananDepartment of Medicine, Keck School of Medicine of USC, Los Angeles, CA 90089, USA.ORCID 0000-0001-7892-5132
Richard M WatanabeDepartment of Population and Public Health Sciences, Keck School of Medicine of USC, Los Angeles, CA 90032, USA.ORCID 0000-0003-1015-0531

Funding

ZOPOLRESTAT IN NORMOTENSIVE, TYPE 1 DIA WITH INCIPIENT NEPHROPATHYM01RR000043 · NCRR · UNIVERSITY OF SOUTHERN CALIFORNIA · PI ZAIA, JOHN A · 1985 to 2010
$76.4M
LOS ANGELES BASIN CLINICAL AND TRANSLATIONAL SCIENCE INSTITUTEUL1RR031986 · NCRR · UNIVERSITY OF SOUTHERN CALIFORNIA · PI BUCHANAN, THOMAS A · 2010 to 2011
$21.1M
Genetics of Beta Cell Failure in Mexican AmericansR01DK061628 · NIDDK · UNIVERSITY OF SOUTHERN CALIFORNIA · PI BUCHANAN, THOMAS A, XIANG, ANNY H · 2003 to 2012
$10.0M
American Diabetes AssociationInvestigator-initiated Research 32983NCRR NIH HHS M01 RR000043NCRR NIH HHS UL1 RR031986NIDDK NIH HHS R01 DK061628NIH HHS DK-061628Research Facilities Improvement Program CA62528-01Research Facilities Improvement Program RR10600-01Research Facilities Improvement Program RR14514-01
6 · The paper itself

Abstract

contextPrevious animal studies show association between osteocalcin (OC) and type 2 diabetes-related quantitative traits (QTs), with some suggesting these effects being mediated by adipokines. Replication in humans has been inconsistent.

objectiveWe aimed to assess the association between osteocalcin and type 2 diabetes-related QTs and the roles of adipokines on the association between OC and glucose metabolism.

methodsWe used data from the BetaGene study, which is a cross-sectional family-based study of Mexican Americans from Los Angeles County. We tested the association between type 2 diabetes-related QTs and OC, including inactive (OC-inactive) and active (OC-active) forms, in 867 Mexican Americans without type 2 diabetes from 342 families. We also assessed the potential mediating effect of adipokines on these relationships.

resultsOC-active was negatively associated with insulin sensitivity (SI; P = 2.1 × 10-3) and positively associated with the insulinogenic index (P = 2.8 × 10-3). Acute insulin response was marginally significantly associated with OC-active (P = .07). Measures of β-cell compensation for insulin resistance were not associated with OC. There was no evidence of mediation by adipokines.

conclusionWe conclude OC-active is associated with SI, without mediation by adipokines or body fat. As there was no association with measures of β-cell compensation for insulin resistance, the association between OC-active and insulin secretion reflects the compensatory response to SI.

Indexed as

Diabetes Mellitus, Type 2Insulin ResistanceInsulin-Secreting CellsInsulin SecretionMexican AmericansOsteocalcinAdipokinesAdultAgedCross-Sectional StudiesFemaleHumansInsulinMaleMiddle AgedWhiteAdipokinesInsulinOsteocalcinadipokinesbeta-cell compensationinsulin secretioninsulin sensitivityosteocalcintype 2 diabetes

Identifiers

PMID40795894
PMCPMC12817364

What OpenQuestion 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 OpenQuestion graph.