Regular exercise and patterns of response across multiple cardiometabolic traits: The HERITAGE family study

Jacob L. Barber, Jonathan J. Ruiz-Ramie, Jeremy M. Robbins, Robert E. Gerszten, Arthur S. Leon, D. C. Rao, James S. Skinner, Claude Bouchard, Mark A. Sarzynski

Research output: Contribution to journalArticlepeer-review

10 Scopus citations


Objectives We investigated whether high responsiveness or low responsiveness to exercise training aggregates in the same individuals across seven cardiometabolic traits. Methods A total of 564 adults (29.2% black, 53.7% female) from the HERITAGE family study completed a 20-week endurance training programme (at 55%-75% of participants' maximal oxygen uptake (VO 2 max)) with VO 2 max, per cent body fat, visceral adipose tissue, fasting levels of insulin, high-density lipoprotein cholesterol, small low-density lipoprotein particles and inflammatory marker GlycA measured before and after training. For each exercise response trait, we created ethnicity-specific, sex-specific and generation-specific quintiles. High responses were defined as those within the 20th percentile representing the favourable end of the response trait distribution, low responses were defined as the 20th percentile from the least favourable end, and the remaining were labelled as average responses. Results Only one individual had universally high or low responses for all seven cardiometabolic traits. Almost half (49%) of the cohort had at least one high response and one low response across the seven traits. About 24% had at least one high response but no low responses, 24% had one or more low responses but no high responses, and 2.5% had average responses across all traits. Conclusions Interindividual variation in exercise responses was evident in all the traits we investigated, and responsiveness did not aggregate consistently in the same individuals. While adherence to an exercise prescription is known to produce health benefits, targeted risk factors may not improve.

Original languageEnglish
Pages (from-to)95-100
Number of pages6
JournalBritish journal of sports medicine
Issue number2
StatePublished - Jan 1 2022


  • exercise physiology
  • exercise training


Dive into the research topics of 'Regular exercise and patterns of response across multiple cardiometabolic traits: The HERITAGE family study'. Together they form a unique fingerprint.

Cite this