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Anatomical distribution of subcutaneous fat and its description by multivariate methods

How valid are principal components

Bibliographic Data

ID8315425
AuthorsWilliam H Mueller (The University of Texas Health Science Center at Houston), James C Wohlleb (The University of Texas Health Science Center at Houston)
Year1981
Volume54
Issue1
Pages25-35
Publication date1981-01-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueAmerican Journal of Physical Anthropology (JOURNAL)
Journal identifiersISSN: 0002-9483 • E-ISSN: 1096-8644
PublisherWiley (PUBLISHER • GB)
DOI10.1002/ajpa.1330540104
PMID7234976
OpenAlexW2023178563
LanguageEN
Citations received36
References cited21

Principal components analyses of subcutaneous fat measurements covering arm, trunk, and leg areas of the body were performed on 44 samples varying in sex, age, and ethnicity of subjects; measurement technique; and number of sites studied. Three major components emerged, similar in all samples: A first component of obesity, a second component of anatomical fat distribution contrasting trunk and extremity fat, and a third distributional component contrasting leg and arm fat. These components did not appear to vary with age (school children to older adults), sex, ethnicity (Black‐White), technique (caliper, ultrasound, or X‐rays), or number of sites (five to 13). The three major components are similar to vectors of obesity and relative fat patterning reported earlier by anthroposcopic (Skerlj et al., 1953) and graphic (Garn, 1955) methods. One of the pattern components (trunk‐extremity) appears to correspond to a body build continuum associated with adult chronic diseases (Vague, 1956). The stability of these components among samples that differ in several characteristics suggests the validity of these components in describing aspects of body build of anthropological and epidemiological importance

Adipose tissue · Distribution (mathematics) · Mathematical analysis · Multivariate statistics · Principal (computer security) · Principal component analysis · Statistics · Subcutaneous fat · Body Composition Measurement Techniques · Computer Science · Internal Medicine · Mathematics · Medicine · Multidisciplinary Science and Engineering Research

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    Open Access•Janice E Stuff, William H Mueller•American Journal of Human Biology•1997

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    Open Access•W H Mueller, Haley Kaplowitz et al.•Annals of Human Biology•1994

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    Open Access•William H Mueller, Sandra K Joos et al.•American Journal of Physical…•1984

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    Open Access•Anthony N Zavaleta, Robert M Malina•American Journal of Physical…•1982

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    Open Access•Christine E Cronk, Alex F Roche et al.•American Journal of Physical…•1983

  • The changes with age of the anatomical distribution of fat

    Open Access•William H Mueller•Social Science & Medicine•1982

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    Open Access•Stephen Bailey, Stephen M Bailey•American Journal of Physical…•1985

  • An introduction to multivariate statistical analysis

    T W Anderson•An introduction to multivariate…•1984

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    Open Access•Božo Škerlj, Josef Brozek et al.•American Journal of Physical…•1953

Unique citing works36
Citations per year0,82
Citation span1982 - 2020 (39)
Citation velocityhistorical
Highly citedNo
Citation typesNeutral: 36

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