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Body Mass Index Change as a Predictor of Biometric Changes following an Intensive Lifestyle Modification Program

The initial benefits of lifestyle modification programs such as reduction in chronic and cardiovascular diseases (CVD) risk factors have been well documented. However, such positive effects may deteriorate over time following relapse into inactivity. Timely detection of weight regain leading to the...

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Autores principales: Drozek, David, DeFabio, Alexandria, Amstadt, Randi, Dogbey, Godwin Y.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6451815/
https://www.ncbi.nlm.nih.gov/pubmed/31019810
http://dx.doi.org/10.1155/2019/8580632
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author Drozek, David
DeFabio, Alexandria
Amstadt, Randi
Dogbey, Godwin Y.
author_facet Drozek, David
DeFabio, Alexandria
Amstadt, Randi
Dogbey, Godwin Y.
author_sort Drozek, David
collection PubMed
description The initial benefits of lifestyle modification programs such as reduction in chronic and cardiovascular diseases (CVD) risk factors have been well documented. However, such positive effects may deteriorate over time following relapse into inactivity. Timely detection of weight regain leading to the deterioration of the accrued benefits could trigger early resumption of intensive lifestyle intervention. To date, no known cost-effective, noninvasive approach for monitoring long-term outcomes has yet been established. The purpose of this study was to determine if body mass index (BMI) change predicted changes in other CVD biometric markers during an intensive lifestyle modification program. This study was an observational, retrospective review of records of participants from the Complete Health Improvement Program (CHIP). Biomarker changes of participants in this community-based Intensive Therapeutic Lifestyle Modification Program (ITLMP) offered in Athens, Ohio, a rural Appalachian college town, between April 2011 and June 2017 were reviewed retrospectively. BMI, heart rate (Pulse), systolic blood pressure (SBP), diastolic blood pressure (DBP), and fasting blood levels of total cholesterol (TC), low-density lipoprotein (LDL), high-density lipoprotein (HDL), triglycerides (TG), and glucose (FBS) were monitored before and after program completion. Data were analyzed using a multivariate general linear model. The sample analyzed consisted of 620 participants (mean age of 52.3±13.0 years, 74.5% female). Controlling for age and gender, BMI change significantly predicted 5 out of the 8 biomarker changes measured [Wilk's λ = 0.939, F(8,526) = 4.29, p <.0001]. Specifically, a 1-point BMI decrease was associated with 4.4 units decrease in TC, 3.2 units in LDL, 5.3 units in TG, 2 units in SBP, and 1 unit in DBP (all p values < .05). These results suggest that change in BMI may be a useful predictor of change in other CVD biomarkers' outcomes during and after an ITLMP participation. Tracking BMI, therefore, could serve as a proxy measure for identifying regressing biomarker changes following participation in an ITLMP leading to a timelier reassessment and intervention. Future studies evaluating the value of BMI as a surrogate for highlighting overall cardiovascular health are warranted.
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spelling pubmed-64518152019-04-24 Body Mass Index Change as a Predictor of Biometric Changes following an Intensive Lifestyle Modification Program Drozek, David DeFabio, Alexandria Amstadt, Randi Dogbey, Godwin Y. Adv Prev Med Research Article The initial benefits of lifestyle modification programs such as reduction in chronic and cardiovascular diseases (CVD) risk factors have been well documented. However, such positive effects may deteriorate over time following relapse into inactivity. Timely detection of weight regain leading to the deterioration of the accrued benefits could trigger early resumption of intensive lifestyle intervention. To date, no known cost-effective, noninvasive approach for monitoring long-term outcomes has yet been established. The purpose of this study was to determine if body mass index (BMI) change predicted changes in other CVD biometric markers during an intensive lifestyle modification program. This study was an observational, retrospective review of records of participants from the Complete Health Improvement Program (CHIP). Biomarker changes of participants in this community-based Intensive Therapeutic Lifestyle Modification Program (ITLMP) offered in Athens, Ohio, a rural Appalachian college town, between April 2011 and June 2017 were reviewed retrospectively. BMI, heart rate (Pulse), systolic blood pressure (SBP), diastolic blood pressure (DBP), and fasting blood levels of total cholesterol (TC), low-density lipoprotein (LDL), high-density lipoprotein (HDL), triglycerides (TG), and glucose (FBS) were monitored before and after program completion. Data were analyzed using a multivariate general linear model. The sample analyzed consisted of 620 participants (mean age of 52.3±13.0 years, 74.5% female). Controlling for age and gender, BMI change significantly predicted 5 out of the 8 biomarker changes measured [Wilk's λ = 0.939, F(8,526) = 4.29, p <.0001]. Specifically, a 1-point BMI decrease was associated with 4.4 units decrease in TC, 3.2 units in LDL, 5.3 units in TG, 2 units in SBP, and 1 unit in DBP (all p values < .05). These results suggest that change in BMI may be a useful predictor of change in other CVD biomarkers' outcomes during and after an ITLMP participation. Tracking BMI, therefore, could serve as a proxy measure for identifying regressing biomarker changes following participation in an ITLMP leading to a timelier reassessment and intervention. Future studies evaluating the value of BMI as a surrogate for highlighting overall cardiovascular health are warranted. Hindawi 2019-03-24 /pmc/articles/PMC6451815/ /pubmed/31019810 http://dx.doi.org/10.1155/2019/8580632 Text en Copyright © 2019 David Drozek et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Drozek, David
DeFabio, Alexandria
Amstadt, Randi
Dogbey, Godwin Y.
Body Mass Index Change as a Predictor of Biometric Changes following an Intensive Lifestyle Modification Program
title Body Mass Index Change as a Predictor of Biometric Changes following an Intensive Lifestyle Modification Program
title_full Body Mass Index Change as a Predictor of Biometric Changes following an Intensive Lifestyle Modification Program
title_fullStr Body Mass Index Change as a Predictor of Biometric Changes following an Intensive Lifestyle Modification Program
title_full_unstemmed Body Mass Index Change as a Predictor of Biometric Changes following an Intensive Lifestyle Modification Program
title_short Body Mass Index Change as a Predictor of Biometric Changes following an Intensive Lifestyle Modification Program
title_sort body mass index change as a predictor of biometric changes following an intensive lifestyle modification program
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6451815/
https://www.ncbi.nlm.nih.gov/pubmed/31019810
http://dx.doi.org/10.1155/2019/8580632
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