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Using SITAR (SuperImposition by Translation and Rotation) to estimate age at peak height velocity in Avon Longitudinal Study of Parents and Children.

Monika FryszLaura D HoweJonathan H TobiasLavinia Paternoster
Published in: Wellcome open research (2018)
Puberty is a time of substantial biological and psychological changes. One of the hallmarks of puberty is a rapid growth spurt, however its timing varies between individuals. The impact of pubertal timing on later health outcomes has been of interest in life course epidemiology, however its measurement can be challenging. Age at peak height velocity (aPHV) offers an objective measure of pubertal timing without having to rely on physical examination or self-report. We describe the derivation of aPHV estimates in Avon Longitudinal Study of Parents and Children (ALSPAC) offspring, using Superimposition by Translation And Rotation (SITAR) mixed effects growth curve analysis. ALSPAC is a rich source of phenotypic and genotypic data and given the importance of pubertal timing for later health outcomes, these data offer an opportunity to explore the determinants and consequences of aPHV.
Keyphrases
  • body mass index
  • young adults
  • electronic health record
  • big data
  • physical activity
  • high fat diet
  • type diabetes
  • depressive symptoms
  • data analysis
  • skeletal muscle
  • quantum dots
  • sensitive detection