Intensity level for exercise training in fibromyalgia by using mathematical models

<p>Abstract</p> <p>Background</p> <p>It has not been assessed before whether mathematical models described in the literature for prescriptions of exercise can be used for fibromyalgia syndrome patients. The objective of this paper was to determine how age-predicted hear...

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Main Authors: Zandonade Eliana, Valim Valéria, Lemos Maria Carolina D, Natour Jamil
Format: Article
Language:English
Published: BMC 2010-03-01
Series:BMC Musculoskeletal Disorders
Online Access:http://www.biomedcentral.com/1471-2474/11/54
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spelling doaj-adb821e47ee74f7a92dbe2fc46593d302020-11-24T20:42:16ZengBMCBMC Musculoskeletal Disorders1471-24742010-03-011115410.1186/1471-2474-11-54Intensity level for exercise training in fibromyalgia by using mathematical modelsZandonade ElianaValim ValériaLemos Maria Carolina DNatour Jamil<p>Abstract</p> <p>Background</p> <p>It has not been assessed before whether mathematical models described in the literature for prescriptions of exercise can be used for fibromyalgia syndrome patients. The objective of this paper was to determine how age-predicted heart rate formulas can be used with fibromyalgia syndrome populations as well as to find out which mathematical models are more accurate to control exercise intensity.</p> <p>Methods</p> <p>A total of 60 women aged 18-65 years with fibromyalgia syndrome were included; 32 were randomized to walking training at anaerobic threshold. Age-predicted formulas to maximum heart rate ("220 minus age" and "208 minus 0.7 × age") were correlated with achieved maximum heart rate (HRMax) obtained by spiroergometry. Subsequently, six mathematical models using heart rate reserve (HRR) and age-predicted HRMax formulas were studied to estimate the intensity level of exercise training corresponding to heart rate at anaerobic threshold (HRAT) obtained by spiroergometry. Linear and nonlinear regression models were used for correlations and residues analysis for the adequacy of the models.</p> <p>Results</p> <p>Age-predicted HRMax and HRAT formulas had a good correlation with achieved heart rate obtained in spiroergometry (<it>r </it>= 0.642; <it>p </it>< 0.05). For exercise prescription in the anaerobic threshold intensity, the percentages were 52.2-60.6% HRR and 75.5-80.9% HRMax. Formulas using HRR and the achieved HRMax showed better correlation. Furthermore, the percentages of HRMax and HRR were significantly higher for the trained individuals (<it>p </it>< 0.05).</p> <p>Conclusion</p> <p>Age-predicted formulas can be used for estimating HRMax and for exercise prescriptions in women with fibromyalgia syndrome. Karnoven's formula using heart rate achieved in ergometric test showed a better correlation. For the prescription of exercises in the threshold intensity, 52% to 60% HRR or 75% to 80% HRMax must be used in sedentary women with fibromyalgia syndrome and these values are higher and must be corrected for trained patients.</p> http://www.biomedcentral.com/1471-2474/11/54
collection DOAJ
language English
format Article
sources DOAJ
author Zandonade Eliana
Valim Valéria
Lemos Maria Carolina D
Natour Jamil
spellingShingle Zandonade Eliana
Valim Valéria
Lemos Maria Carolina D
Natour Jamil
Intensity level for exercise training in fibromyalgia by using mathematical models
BMC Musculoskeletal Disorders
author_facet Zandonade Eliana
Valim Valéria
Lemos Maria Carolina D
Natour Jamil
author_sort Zandonade Eliana
title Intensity level for exercise training in fibromyalgia by using mathematical models
title_short Intensity level for exercise training in fibromyalgia by using mathematical models
title_full Intensity level for exercise training in fibromyalgia by using mathematical models
title_fullStr Intensity level for exercise training in fibromyalgia by using mathematical models
title_full_unstemmed Intensity level for exercise training in fibromyalgia by using mathematical models
title_sort intensity level for exercise training in fibromyalgia by using mathematical models
publisher BMC
series BMC Musculoskeletal Disorders
issn 1471-2474
publishDate 2010-03-01
description <p>Abstract</p> <p>Background</p> <p>It has not been assessed before whether mathematical models described in the literature for prescriptions of exercise can be used for fibromyalgia syndrome patients. The objective of this paper was to determine how age-predicted heart rate formulas can be used with fibromyalgia syndrome populations as well as to find out which mathematical models are more accurate to control exercise intensity.</p> <p>Methods</p> <p>A total of 60 women aged 18-65 years with fibromyalgia syndrome were included; 32 were randomized to walking training at anaerobic threshold. Age-predicted formulas to maximum heart rate ("220 minus age" and "208 minus 0.7 × age") were correlated with achieved maximum heart rate (HRMax) obtained by spiroergometry. Subsequently, six mathematical models using heart rate reserve (HRR) and age-predicted HRMax formulas were studied to estimate the intensity level of exercise training corresponding to heart rate at anaerobic threshold (HRAT) obtained by spiroergometry. Linear and nonlinear regression models were used for correlations and residues analysis for the adequacy of the models.</p> <p>Results</p> <p>Age-predicted HRMax and HRAT formulas had a good correlation with achieved heart rate obtained in spiroergometry (<it>r </it>= 0.642; <it>p </it>< 0.05). For exercise prescription in the anaerobic threshold intensity, the percentages were 52.2-60.6% HRR and 75.5-80.9% HRMax. Formulas using HRR and the achieved HRMax showed better correlation. Furthermore, the percentages of HRMax and HRR were significantly higher for the trained individuals (<it>p </it>< 0.05).</p> <p>Conclusion</p> <p>Age-predicted formulas can be used for estimating HRMax and for exercise prescriptions in women with fibromyalgia syndrome. Karnoven's formula using heart rate achieved in ergometric test showed a better correlation. For the prescription of exercises in the threshold intensity, 52% to 60% HRR or 75% to 80% HRMax must be used in sedentary women with fibromyalgia syndrome and these values are higher and must be corrected for trained patients.</p>
url http://www.biomedcentral.com/1471-2474/11/54
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