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Published in: Rheumatology International 7/2017

01-07-2017 | Observational research

Foot pain severity is associated with the ratio of visceral to subcutaneous fat mass, fat-mass index and depression in women

Authors: Tom P. Walsh, John B. Arnold, Tiffany K. Gill, Angela M. Evans, Alison Yaxley, Catherine L. Hill, E. Michael Shanahan

Published in: Rheumatology International | Issue 7/2017

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Abstract

Body composition and poor mental health are risk factors for developing foot pain, but the role of different fat deposits and psychological features related to chronic pain are not well understood. The aim of this study was to investigate the association between body composition, psychological health and foot pain. Eighty-eight women participated in this study: 44 with chronic, disabling foot pain (mean age 55.3 SD 7.0 years, BMI 29.5 SD 6.7 kg/m2), and 44 age and BMI matched controls. Disabling foot pain was determined from the functional limitation domain of the Manchester Foot Pain and Disability Index. Body composition was measured using dual X-ray absorptiometry and psychological health (catastrophisation, central sensitisation and depression) was measured using three validated questionnaires. Between-group analyses found that foot pain was not significantly associated with body composition variables, but was significantly associated with all psychological health measures (P < 0.001–0.047). Within-group analyses found that the severity of foot pain was significantly correlated with body composition measures: fat mass (total, android, gynoid, and visceral), fat-mass ratios [visceral/subcutaneous (VAT/SAT), visceral/android], fat-mass index (FMI), and depression. In multivariable analysis, VAT/SAT (β 1.27, 95% CI 0.28–2.27), FMI (β 0.14, 95% CI 0.02–0.25) and depression (β 0.06, 95% CI 0.00–0.12) were independently associated with foot pain severity. Psychological health, not body composition, was associated with prevalent foot pain. For women with foot pain, VAT/SAT, FMI and depression were associated with severity. Further work is needed to determine if a reduction in fat mass reduces the severity of foot pain.
Literature
1.
go back to reference Thomas MJ, Roddy E, Zhang W, Menz HB, Hannan MT, Peat GM (2011) The population prevalence of foot and ankle pain in middle and old age: a systematic review. Pain 152:2870–2880CrossRefPubMed Thomas MJ, Roddy E, Zhang W, Menz HB, Hannan MT, Peat GM (2011) The population prevalence of foot and ankle pain in middle and old age: a systematic review. Pain 152:2870–2880CrossRefPubMed
2.
go back to reference Gorter KJ, Kuyvenhoven MM, de Melker RA (2000) Nontraumatic foot complaints in older people. A population-based survey of risk factors, mobility, and well-being. J Am Podiatr Med Assoc 90:397–402CrossRefPubMed Gorter KJ, Kuyvenhoven MM, de Melker RA (2000) Nontraumatic foot complaints in older people. A population-based survey of risk factors, mobility, and well-being. J Am Podiatr Med Assoc 90:397–402CrossRefPubMed
3.
go back to reference Menz HB, Tiedemann A, Kwan MMS, Plumb K, Lord SR (2006) Foot pain in community-dwelling older people: an evaluation of the Manchester Foot Pain and Disability Index. Rheumatology 45:863–867CrossRefPubMed Menz HB, Tiedemann A, Kwan MMS, Plumb K, Lord SR (2006) Foot pain in community-dwelling older people: an evaluation of the Manchester Foot Pain and Disability Index. Rheumatology 45:863–867CrossRefPubMed
4.
go back to reference Roddy E, Muller S, Thomas E (2011) Onset and persistence of disabling foot pain in community-dwelling older adults over a 3-year period: a prospective cohort study. J Gerontol A Biol Sci Med Sci 66:474–480CrossRefPubMed Roddy E, Muller S, Thomas E (2011) Onset and persistence of disabling foot pain in community-dwelling older adults over a 3-year period: a prospective cohort study. J Gerontol A Biol Sci Med Sci 66:474–480CrossRefPubMed
5.
go back to reference Butterworth PA, Landorf KB, Smith SE, Menz HB (2012) The association between body mass index and musculoskeletal foot disorders: a systematic review. Obes Rev 13:630–642CrossRefPubMed Butterworth PA, Landorf KB, Smith SE, Menz HB (2012) The association between body mass index and musculoskeletal foot disorders: a systematic review. Obes Rev 13:630–642CrossRefPubMed
6.
go back to reference Gay A, Culliford D, Leyland K, Arden NK, Bowen CJ (2014) Associations between body mass index and foot joint pain in middle-aged and older women: a longitudinal population-based cohort study. Arthritis Care Res 66:1873–1879CrossRef Gay A, Culliford D, Leyland K, Arden NK, Bowen CJ (2014) Associations between body mass index and foot joint pain in middle-aged and older women: a longitudinal population-based cohort study. Arthritis Care Res 66:1873–1879CrossRef
7.
go back to reference Wearing SC, Hennig EM, Byrne NM, Steele JR, Hills AP (2006) Musculoskeletal disorders associated with obesity: a biomechanical perspective. Obes Rev 7:239–250CrossRefPubMed Wearing SC, Hennig EM, Byrne NM, Steele JR, Hills AP (2006) Musculoskeletal disorders associated with obesity: a biomechanical perspective. Obes Rev 7:239–250CrossRefPubMed
8.
go back to reference Tanamas SK, Wluka AE, Berry P et al (2012) Relationship between obesity and foot pain and its association with fat mass, fat distribution, and muscle mass. Arthritis Care Res 64:262–268CrossRef Tanamas SK, Wluka AE, Berry P et al (2012) Relationship between obesity and foot pain and its association with fat mass, fat distribution, and muscle mass. Arthritis Care Res 64:262–268CrossRef
9.
go back to reference Butterworth PA, Urquhart DM, Cicuttini FM et al (2013) Fat mass is a predictor of incident foot pain. Obesity 21:E495–E499PubMed Butterworth PA, Urquhart DM, Cicuttini FM et al (2013) Fat mass is a predictor of incident foot pain. Obesity 21:E495–E499PubMed
10.
go back to reference Walsh TP, Gill TK, Evans AM et al (2016) Association of fat mass and adipokines with foot pain in a community cohort. Arthritis Care Res 68:526–533CrossRef Walsh TP, Gill TK, Evans AM et al (2016) Association of fat mass and adipokines with foot pain in a community cohort. Arthritis Care Res 68:526–533CrossRef
11.
go back to reference Cotchett M, Munteanu SE, Landorf KB (2016) Depression, anxiety, and stress in people with and without plantar heel pain. Foot Ankle Int 37:816–821CrossRefPubMed Cotchett M, Munteanu SE, Landorf KB (2016) Depression, anxiety, and stress in people with and without plantar heel pain. Foot Ankle Int 37:816–821CrossRefPubMed
12.
go back to reference Awale A, Dufour AB, Katz P, Menz HB, Hannan MT (2016) Link between foot pain severity and prevalence of depressive symptoms. Arthritis Care Res 68:871–876CrossRef Awale A, Dufour AB, Katz P, Menz HB, Hannan MT (2016) Link between foot pain severity and prevalence of depressive symptoms. Arthritis Care Res 68:871–876CrossRef
13.
go back to reference Butterworth PA, Urquhart DM, Cicuttini FM et al (2014) Relationship between mental health and foot pain. Arthritis Care Res 66:1241–1245CrossRef Butterworth PA, Urquhart DM, Cicuttini FM et al (2014) Relationship between mental health and foot pain. Arthritis Care Res 66:1241–1245CrossRef
14.
go back to reference Cotchett MP, Whittaker G, Erbas B (2015) Psychological variables associated with foot function and foot pain in patients with plantar heel pain. Clin Rheumatol 34:957–964CrossRefPubMed Cotchett MP, Whittaker G, Erbas B (2015) Psychological variables associated with foot function and foot pain in patients with plantar heel pain. Clin Rheumatol 34:957–964CrossRefPubMed
15.
go back to reference Somers TJ, Keefe FJ, Carson JW, Pells JJ, Lacaille L (2008) Pain catastrophizing in borderline morbidly obese and morbidly obese individuals with osteoarthritic knee pain. Pain Res Manag 13:401–406CrossRefPubMedPubMedCentral Somers TJ, Keefe FJ, Carson JW, Pells JJ, Lacaille L (2008) Pain catastrophizing in borderline morbidly obese and morbidly obese individuals with osteoarthritic knee pain. Pain Res Manag 13:401–406CrossRefPubMedPubMedCentral
16.
go back to reference Imamura M, Imamura ST, Kaziyama HHS et al (2008) Impact of nervous system hyperalgesia on pain, disability, and quality of life in patients with knee osteoarthritis: a controlled analysis. Arthritis Rheum 59:1424–1431CrossRefPubMed Imamura M, Imamura ST, Kaziyama HHS et al (2008) Impact of nervous system hyperalgesia on pain, disability, and quality of life in patients with knee osteoarthritis: a controlled analysis. Arthritis Rheum 59:1424–1431CrossRefPubMed
17.
go back to reference Schutz Y, Kyle UUG, Pichard C (2002) Fat-free mass index and fat mass index percentiles in Caucasians aged 18–98 y. Int J Obes Relat Metab Disord 26:953–960CrossRefPubMed Schutz Y, Kyle UUG, Pichard C (2002) Fat-free mass index and fat mass index percentiles in Caucasians aged 18–98 y. Int J Obes Relat Metab Disord 26:953–960CrossRefPubMed
18.
19.
go back to reference Lemieux S, Prud’homme D, Bouchard C, Tremblay A, Després J-P (1993) Sex differences in the relation of visceral adipose tissue accumulation to total body fatness. Am J Clin Nutr 58:463–467PubMed Lemieux S, Prud’homme D, Bouchard C, Tremblay A, Després J-P (1993) Sex differences in the relation of visceral adipose tissue accumulation to total body fatness. Am J Clin Nutr 58:463–467PubMed
20.
go back to reference Murabito JM, Massaro JM, Clifford B, Hoffmann U, Fox CS (2013) Depressive symptoms are associated with visceral adiposity in a community-based sample of middle-aged women and men. Obesity 21:1713–1719CrossRefPubMedPubMedCentral Murabito JM, Massaro JM, Clifford B, Hoffmann U, Fox CS (2013) Depressive symptoms are associated with visceral adiposity in a community-based sample of middle-aged women and men. Obesity 21:1713–1719CrossRefPubMedPubMedCentral
21.
go back to reference Lee ES, Kim YH, Beck S-H, Lee S, Oh SW (2005) Depressive mood and abdominal fat distribution in overweight premenopausal women. Obes Res 13:320–325CrossRefPubMed Lee ES, Kim YH, Beck S-H, Lee S, Oh SW (2005) Depressive mood and abdominal fat distribution in overweight premenopausal women. Obes Res 13:320–325CrossRefPubMed
22.
24.
go back to reference Capuron L, Lasselin J, Castanon N (2017) Role of adiposity-driven inflammation in depressive morbidity. Neuropsychopharmacology 42:115–128CrossRefPubMed Capuron L, Lasselin J, Castanon N (2017) Role of adiposity-driven inflammation in depressive morbidity. Neuropsychopharmacology 42:115–128CrossRefPubMed
25.
go back to reference Garrow AP, Papageorgiou AC, Silman AJ et al (2000) Development and validation of a questionnaire to assess disabling foot pain. Pain 85:107–113CrossRefPubMed Garrow AP, Papageorgiou AC, Silman AJ et al (2000) Development and validation of a questionnaire to assess disabling foot pain. Pain 85:107–113CrossRefPubMed
26.
27.
go back to reference Rothney MP, Martin F-P, Xia Y et al (2012) Precision of GE Lunar iDXA for the measurement of total and regional body composition in nonobese adults. J Clin Densitom 15:399–404CrossRefPubMed Rothney MP, Martin F-P, Xia Y et al (2012) Precision of GE Lunar iDXA for the measurement of total and regional body composition in nonobese adults. J Clin Densitom 15:399–404CrossRefPubMed
28.
go back to reference Radloff LS (1977) The CES-D scale: a self-report depression scale for research in the general population. Appl Psychol Meas 1:385–401CrossRef Radloff LS (1977) The CES-D scale: a self-report depression scale for research in the general population. Appl Psychol Meas 1:385–401CrossRef
29.
go back to reference Weissman MM, Sholomskas D (1977) Assessing depressive symptoms in five psychiatric populations: a validation study. Am J Epidemiol 106:203–214CrossRefPubMed Weissman MM, Sholomskas D (1977) Assessing depressive symptoms in five psychiatric populations: a validation study. Am J Epidemiol 106:203–214CrossRefPubMed
30.
go back to reference Mayer TG, Neblett R, Cohen H et al (2012) The development and psychometric validation of the central sensitization inventory. Pain Pract 12:276–285CrossRefPubMed Mayer TG, Neblett R, Cohen H et al (2012) The development and psychometric validation of the central sensitization inventory. Pain Pract 12:276–285CrossRefPubMed
31.
go back to reference Neblett R, Cohen H, Choi Y et al (2013) The central sensitization inventory (CSI): establishing Clinically significant values for identifying central sensitivity syndromes in an outpatient chronic pain sample. J Pain 14:438–445CrossRefPubMedPubMedCentral Neblett R, Cohen H, Choi Y et al (2013) The central sensitization inventory (CSI): establishing Clinically significant values for identifying central sensitivity syndromes in an outpatient chronic pain sample. J Pain 14:438–445CrossRefPubMedPubMedCentral
32.
go back to reference Sullivan MJL, Bishop SR, Pivik J (1995) The pain catastrophizing scale: development and validation. Psychol Assess 7:524–532CrossRef Sullivan MJL, Bishop SR, Pivik J (1995) The pain catastrophizing scale: development and validation. Psychol Assess 7:524–532CrossRef
33.
go back to reference Walton DM, Wideman TH, Sullivan MJL (2013) A Rasch analysis of the pain catastrophizing scale supports its use as an interval-level measure. The Clin J Pain 29:499–506CrossRefPubMed Walton DM, Wideman TH, Sullivan MJL (2013) A Rasch analysis of the pain catastrophizing scale supports its use as an interval-level measure. The Clin J Pain 29:499–506CrossRefPubMed
34.
go back to reference Roddy E, Muller S, Thomas E (2009) Defining disabling foot pain in older adults: further examination of the Manchester Foot Pain and Disability Index. Rheumatology 48:992–996CrossRefPubMed Roddy E, Muller S, Thomas E (2009) Defining disabling foot pain in older adults: further examination of the Manchester Foot Pain and Disability Index. Rheumatology 48:992–996CrossRefPubMed
35.
go back to reference Gijon-Nogueron G, Ndosi M, Luque-Suarez A et al (2014) Cross-cultural adaptation and validation of the Manchester Foot Pain and Disability Index into Spanish. Qual Life Res 23:571–579CrossRefPubMed Gijon-Nogueron G, Ndosi M, Luque-Suarez A et al (2014) Cross-cultural adaptation and validation of the Manchester Foot Pain and Disability Index into Spanish. Qual Life Res 23:571–579CrossRefPubMed
36.
go back to reference Freynhagen R, Tölle TR, Gockel U, Baron R (2016) The painDETECT project—far more than a screening tool on neuropathic pain. Curr Med Res Opin 32:1033–1057CrossRefPubMed Freynhagen R, Tölle TR, Gockel U, Baron R (2016) The painDETECT project—far more than a screening tool on neuropathic pain. Curr Med Res Opin 32:1033–1057CrossRefPubMed
37.
go back to reference Freynhagen R, Baron R, Gockel U, Tölle TR (2006) painDETECT: a new screening questionnaire to identify neuropathic components in patients with back pain. Curr Med Res Opin 22:1911–1920CrossRefPubMed Freynhagen R, Baron R, Gockel U, Tölle TR (2006) painDETECT: a new screening questionnaire to identify neuropathic components in patients with back pain. Curr Med Res Opin 22:1911–1920CrossRefPubMed
38.
go back to reference Kaess BM, Pedley A, Massaro JM et al (2012) The ratio of visceral to subcutaneous fat, a metric of body fat distribution, is a unique correlate of cardiometabolic risk. Diabetologia 55:2622–2630CrossRefPubMedPubMedCentral Kaess BM, Pedley A, Massaro JM et al (2012) The ratio of visceral to subcutaneous fat, a metric of body fat distribution, is a unique correlate of cardiometabolic risk. Diabetologia 55:2622–2630CrossRefPubMedPubMedCentral
39.
go back to reference Bair MJ, Robinson RL, Katon W, Kroenke K (2003) Depression and pain comorbidity: a literature review. Arch Intern Med 163:2433–2445CrossRefPubMed Bair MJ, Robinson RL, Katon W, Kroenke K (2003) Depression and pain comorbidity: a literature review. Arch Intern Med 163:2433–2445CrossRefPubMed
40.
go back to reference Capuron L, Poitou C, Machaux-Tholliez D, Frochot V, Bouillot JL, Basdevant A et al (2011) Relationship between adiposity, emotional status and eating behaviour in obese women: role of inflammation. Psychol Med 41:1517–1528CrossRefPubMed Capuron L, Poitou C, Machaux-Tholliez D, Frochot V, Bouillot JL, Basdevant A et al (2011) Relationship between adiposity, emotional status and eating behaviour in obese women: role of inflammation. Psychol Med 41:1517–1528CrossRefPubMed
41.
go back to reference Lasselin J, Kemani MK, Kanstrup M et al (2016) Low-grade inflammation may moderate the effect of behavioral treatment for chronic pain in adults. J Behav Med 39:916–924CrossRefPubMedPubMedCentral Lasselin J, Kemani MK, Kanstrup M et al (2016) Low-grade inflammation may moderate the effect of behavioral treatment for chronic pain in adults. J Behav Med 39:916–924CrossRefPubMedPubMedCentral
42.
go back to reference Guneli E, Gumustekin M, Ates M (2010) Possible involvement of ghrelin on pain threshold in obesity. Med Hypotheses 74:452–454CrossRefPubMed Guneli E, Gumustekin M, Ates M (2010) Possible involvement of ghrelin on pain threshold in obesity. Med Hypotheses 74:452–454CrossRefPubMed
43.
go back to reference Younger J, Kapphahn K, Brennan K, Sullivan SD, Stefanick ML (2016) Association of leptin with body pain in women. J Womens Health (Larchmt) 25:752–760CrossRef Younger J, Kapphahn K, Brennan K, Sullivan SD, Stefanick ML (2016) Association of leptin with body pain in women. J Womens Health (Larchmt) 25:752–760CrossRef
44.
go back to reference Rechardt M, Shiri R, Lindholm H, Karppinen J, Viikari-Juntura E (2013) Associations of metabolic factors and adipokines with pain in incipient upper extremity soft tissue disorders: a cross-sectional study. BMJ Open 3:e003036CrossRefPubMedPubMedCentral Rechardt M, Shiri R, Lindholm H, Karppinen J, Viikari-Juntura E (2013) Associations of metabolic factors and adipokines with pain in incipient upper extremity soft tissue disorders: a cross-sectional study. BMJ Open 3:e003036CrossRefPubMedPubMedCentral
45.
46.
go back to reference Dugan SA, Powell LH, Kravitz HM et al (2006) Musculoskeletal pain and menopausal status. Clin J Pain 22:325–331CrossRefPubMed Dugan SA, Powell LH, Kravitz HM et al (2006) Musculoskeletal pain and menopausal status. Clin J Pain 22:325–331CrossRefPubMed
Metadata
Title
Foot pain severity is associated with the ratio of visceral to subcutaneous fat mass, fat-mass index and depression in women
Authors
Tom P. Walsh
John B. Arnold
Tiffany K. Gill
Angela M. Evans
Alison Yaxley
Catherine L. Hill
E. Michael Shanahan
Publication date
01-07-2017
Publisher
Springer Berlin Heidelberg
Published in
Rheumatology International / Issue 7/2017
Print ISSN: 0172-8172
Electronic ISSN: 1437-160X
DOI
https://doi.org/10.1007/s00296-017-3743-0

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