Factor Structure Underlying Components of Allostatic Load
Open Access
- 24 October 2012
- journal article
- research article
- Published by Public Library of Science (PLoS) in PLOS ONE
- Vol. 7 (10) , e47246
Abstract
Allostatic load is a commonly used metric of health risk based on the hypothesis that recurrent exposure to environmental demands (e.g., stress) engenders a progressive dysregulation of multiple physiological systems. Prominent indicators of response to environmental challenges, such as stress-related hormones, sympatho-vagal balance, or inflammatory cytokines, comprise primary allostatic mediators. Secondary mediators reflect ensuing biological alterations that accumulate over time and confer risk for clinical disease but overlap substantially with a second metric of health risk, the metabolic syndrome. Whether allostatic load mediators covary and thus warrant treatment as a unitary construct remains to be established and, in particular, the relation of allostatic load parameters to the metabolic syndrome requires elucidation. Here, we employ confirmatory factor analysis to test: 1) whether a single common factor underlies variation in physiological systems associated with allostatic load; and 2) whether allostatic load parameters continue to load on a single common factor if a second factor representing the metabolic syndrome is also modeled. Participants were 645 adults from Allegheny County, PA (30–54 years old, 82% non-Hispanic white, 52% female) who were free of confounding medications. Model fitting supported a single, second-order factor underlying variance in the allostatic load components available in this study (metabolic, inflammatory and vagal measures). Further, this common factor reflecting covariation among allostatic load components persisted when a latent factor representing metabolic syndrome facets was conjointly modeled. Overall, this study provides novel evidence that the modeled allostatic load components do share common variance as hypothesized. Moreover, the common variance suggests the existence of statistical coherence above and beyond that attributable to the metabolic syndrome.Keywords
This publication has 61 references indexed in Scilit:
- Genome-Wide Screen for Metabolic Syndrome Susceptibility Loci Reveals Strong Lipid Gene Contribution But No Evidence for Common Genetic Basis for Clustering of Metabolic Syndrome TraitsCirculation: Cardiovascular Genetics, 2012
- Reported early family environment covaries with menarcheal age as a function of polymorphic variation in estrogen receptor-αDevelopment and Psychopathology, 2011
- Systemic inflammation and the metabolic syndrome among middle-aged community volunteersMetabolism, 2010
- Biological, clinical and population relevance of 95 loci for blood lipidsNature, 2010
- Genome-wide association analysis identifies multiple loci related to resting heart rateHuman Molecular Genetics, 2010
- New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes riskNature Genetics, 2010
- Subjective Socioeconomic Status and Presence of the Metabolic Syndrome in Midlife Community VolunteersPsychosomatic Medicine, 2010
- Polymorphisms in the CRP gene moderate an association between depressive symptoms and circulating levels of C-reactive proteinBrain, Behavior, and Immunity, 2010
- Circulating adiponectin levels associate with inflammatory markers, insulin resistance and metabolic syndrome independent of obesityInternational Journal of Obesity, 2008
- Stress and the IndividualArchives of internal medicine (1960), 1993