Multilevel modelling of somatotype components: the Portuguese sibling study on growth, fitness, lifestyle and health

Ann Hum Biol. 2017 Jun;44(4):316-324. doi: 10.1080/03014460.2016.1243727. Epub 2016 Oct 27.

Abstract

Background: Somatotype is a complex trait influenced by different genetic and environmental factors as well as by other covariates whose effects are still unclear.

Aims: To (1) estimate siblings' resemblance in their general somatotype; (2) identify sib-pair (brother-brother (BB), sister-sister (SS), brother-sister (BS)) similarities in individual somatotype components; (3) examine the degree to which between and within variances differ among sib-ships; and (4) investigate the effects of physical activity (PA) and family socioeconomic status (SES) on these relationships.

Subjects and methods: The sample comprises 1058 Portuguese siblings (538 females) aged 9-20 years. Somatotype was calculated using the Health-Carter method, while PA and SES information was obtained by questionnaire. Multi-level modelling was done in SuperMix software.

Results: Older subjects showed the lowest values for endomorphy and mesomorphy, but the highest values for ectomorphy; and more physically active subjects showed the highest values for mesomorphy. In general, the familiality of somatotype was moderate (ρ = 0.35). Same-sex siblings had the strongest resemblance (endomorphy: ρSS > ρBB > ρBS; mesomorphy: ρBB = ρSS > ρBS; ectomorphy: ρBB > ρSS > ρBS). For the ectomorphy and mesomorphy components, BS pairs showed the highest between sib-ship variance, but the lowest within sib-ship variance; while for endomorphy BS showed the lowest between and within sib-ship variances.

Conclusions: These results highlight the significant familial effects on somatotype and the complexity of the role of familial resemblance in explaining variance in somatotypes.

Keywords: Similarity; children; physical activity; physique; youth.

MeSH terms

  • Adolescent
  • Child
  • Exercise*
  • Family
  • Female
  • Growth
  • Health
  • Humans
  • Life Style
  • Male
  • Models, Theoretical
  • Physical Fitness
  • Portugal
  • Siblings*
  • Social Class*
  • Somatotypes / physiology*
  • Young Adult