Evidence map›Paper›PMID 42337834›Full record

ArticleAmerican journal of biological anthropology2026

Investigating Associations Between Developmental Integration and Physiological Stress.

B R Wigley, P G Blackwell

Abstract read
In one paragraph

Article in American journal of biological anthropology, 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
–field-weighted citation impact
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

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

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

2 authors.

B R WigleyCollege of Dentistry, University of Illinois, Chicago, USA.ORCID https://orcid.org/0000-0003-1188-342X
P G BlackwellSchool of Mathematical and Physical Sciences, University of Sheffield, Sheffield, UK.ORCID https://orcid.org/0000-0002-3141-4914

Funding

Engineering and Physical Sciences Research Council
6 · The paper itself

Abstract

objectivesIntegration, or patterns of correlation between structural elements, is of interest in diverse fields. Analysis is, however, generally limited to group-level comparisons. This paper presents a novel combination of methods to quantify developmental integration (i.e., patterns of covariation which arise during growth) so that a univariate score is computed, summarizing individual integration in contrast to group-level trends. This provides a means of investigating factors which influence variation in multi-scale detail. MATERIALS AND

methodsHuman ossa coxae from archaeological remains were assessed. After capturing os coxae shape through geometric morphometric methods, patterns of integration between modules-that is, the ilium, ischium and pubis-were summarized via individual scores calculated through a Leave-One-Out (LOO) approach. Osteological assessments allowed integration to be explored in relation to demographic factors and physiological stress experience during development as implied through chronologically matched linear enamel hypoplasia (LEH).

resultsWhile skeletal sex and site of origin influenced gross os coxae shape, variation in integration appeared to be related to stress experienced during development, with individuals exhibiting matched LEH having significantly lower integration scores. DISCUSSION: It is possible that developmental stress is associated with decreased integrated skeletal growth and, while gross shape is unaffected, the traces of this disruption can be detected through the method presented here. While analyses implied that this hypothesis must be treated cautiously, it is proposed that quantifications of integration in skeletal materials can potentially be employed to investigate developmental stress experience. Further work is needed to validate these assumptions.

Indexed as

Bone DevelopmentPelvic BonesStress, PhysiologicalDental Enamel HypoplasiaFemaleHumansMaledevelopmental integrationgeometric morphometricsos coxaestress marker

Identifiers

PMID42337834
PMCPMC13290501

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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.