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Research ArticleADULT BRAIN
Open Access

Structural Brain Alterations in Community Dwelling Individuals with Chronic Joint Pain

M. de Kruijf, D. Bos, F.J.P.M. Huygen, W.J. Niessen, H. Tiemeier, A. Hofman, A.G. Uitterlinden, M.W. Vernooij, M.A. Ikram and J.B.J. van Meurs
American Journal of Neuroradiology March 2016, 37 (3) 430-438; DOI: https://doi.org/10.3174/ajnr.A4556
M. de Kruijf
aFrom the Departments of Internal Medicine (M.d.K., A.G.U., J.B.J.v.M.)
bAnaesthesiology (M.d.K., F.J.P.M.H.)
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D. Bos
cRadiology (D.B., W.J.N., M.W.V., M.A.I.)
dEpidemiology (D.B., H.T., A.H., A.G.U., M.W.V., M.A.I.)
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F.J.P.M. Huygen
bAnaesthesiology (M.d.K., F.J.P.M.H.)
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W.J. Niessen
cRadiology (D.B., W.J.N., M.W.V., M.A.I.)
eMedical Informatics (W.J.N.)
gFaculty of Applied Sciences (W.J.N.), Delft University of Technology, Delft, the Netherlands.
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  • ORCID record for W.J. Niessen
H. Tiemeier
dEpidemiology (D.B., H.T., A.H., A.G.U., M.W.V., M.A.I.)
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A. Hofman
dEpidemiology (D.B., H.T., A.H., A.G.U., M.W.V., M.A.I.)
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  • ORCID record for A. Hofman
A.G. Uitterlinden
aFrom the Departments of Internal Medicine (M.d.K., A.G.U., J.B.J.v.M.)
dEpidemiology (D.B., H.T., A.H., A.G.U., M.W.V., M.A.I.)
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M.W. Vernooij
cRadiology (D.B., W.J.N., M.W.V., M.A.I.)
dEpidemiology (D.B., H.T., A.H., A.G.U., M.W.V., M.A.I.)
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  • ORCID record for M.W. Vernooij
M.A. Ikram
cRadiology (D.B., W.J.N., M.W.V., M.A.I.)
dEpidemiology (D.B., H.T., A.H., A.G.U., M.W.V., M.A.I.)
fNeurology (M.A.I.), Erasmus MC, University Medical Center, Rotterdam, the Netherlands
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J.B.J. van Meurs
aFrom the Departments of Internal Medicine (M.d.K., A.G.U., J.B.J.v.M.)
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  • Fig 1.
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    Fig 1.

    Chronic musculoskeletal pain and global brain volumes. Analyses adjusted for age, intracranial volume and depression. β is the difference in standardized brain volume for individuals with chronic joint pain compared with those without chronic joint pain.

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    Fig 2.

    Brain volumes in regions of the limbic system and signal processing in relation to chronic musculoskeletal pain in (A) female and (B) male subjects. Plots represent β and standard error. β is the difference in standardized brain volume for individuals with chronic joint pain compared with those without chronic joint pain. Analyses were adjusted for age, intracranial volume, and depression. *P = .002. Thal indicates thalamus; Hippo, hippocampus; Amyg, amygdala; OFC, orbitofrontal cortex; vlPFC, ventrolateral prefrontal cortex; dlPFC, dorsolateral prefrontal cortex; PCC, posterior cingulate cortex; MCC, midcingulate cortex; ACC, anterior cingulate cortex; Insula, insular cortex; S1, primary somatosensory cortex.

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    Fig 3.

    Quantitative sensory testing (heat pain threshold) and structural brain alterations in (A) female and (B) male subjects. Plots represent β and standard error. β is the difference in standardized brain volume per degree of temperature (Celsius); analyses were adjusted for age, intracranial volume, and depression. *P < .05. Thal indicates thalamus; Hippo, hippocampus; Amyg, amygdala; OFC, orbitofrontal cortex; vlPFC, ventrolateral prefrontal cortex; dlPFC, dorsolateral prefrontal cortex; PCC, posterior cingulate cortex; MCC, midcingulate cortex; ACC, anterior cingulate cortex; Insula, insular cortex; S1, primary somatosensory cortex.

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    Table 1:

    Selected brain regions for analysis

    Brain RegionReference+/−NChronic Pain Disorder
    ThalamusApkarian et al, 200418−52CLBP
    Schmidt-Wilcke et al, 200617+36CLBP
    Schmidt-Wilcke et al, 200740−42Fibromyalgia
    Ivo et al, 20139−28CLBP
    S1Rodriguez-Raecke et al, 200939−32Hip OA
    Seminowicz et al, 201141−34CLBP
    Kong et al, 201336+36CLBP
    Insular cortexKuchinad et al, 200737−20Fibromyalgia
    Rodriguez-Raecke et al, 200939−32Hip OA
    Valet et al, 200942−39Pain syndrome (DSM IV)
    Robinson et al, 201111−25Fibromyalgia
    Seminowicz et al, 201141−34CLBP
    Anterior cingulate cortexBurgmer et al, 200934−28Fibromyalgia
    Valet et al, 200942−39Pain syndrome (DSM IV)
    Rodriguez-Raecke et al, 200939−32Hip OA
    Seminowicz et al, 201141−34CLBP
    Jensen et al, 201335−39Fibromyalgia
    Midcingulate cortexKuchinad et al, 200737−20Fibromyalgia
    Buckalew et al, 200833−16CLBP
    Wood et al, 200943−14Fibromyalgia
    Robinson et al, 201111−25Fibromyalgia
    Ivo et al, 20139−28CLBP
    Prefrontal cortex dorsolateralApkarian et al, 200418−52CLBP
    Seminowicz et al, 201141−34CLBP
    Ivo et al, 20139−28CLBP
    Prefrontal cortex ventrolateralRodriguez-Raecke et al, 200939−32Hip OA
    Burgmer et al, 200934−28Fibromyalgia
    Seminowicz et al, 201141−34CLBP
    Posterior cingulate cortexKuchinad et al, 200737−20Fibromyalgia
    Valet et al, 200942−39Pain syndrome (DSM IV)
    Wood et al, 200943−14Fibromyalgia
    Robinson et al, 201111−25Fibromyalgia
    Orbitofrontal cortexSchmidt-Wilcke et al, 200740+42Fibromyalgia
    Valet et al, 200942−39Pain syndrome (DSM IV)
    Rodriguez-Raecke et al, 200939−32Hip OA
    Seminowicz et al, 201141−34CLBP
    HippocampusLutz et al, 200838−60Fibromyalgia
    Zimmerman et al, 200914−20Chronic pain
    AmygdalaBurgmer et al, 200934−28Fibromyalgia
    Rodriguez-Raecke et al, 200939−32Hip OA
    • Note:—+ indicates larger volume in chronic pain; −, smaller volume in chronic pain; CLBP, chronic low back pain; OA, osteoarthritis; DSMIV, Diagnostic and Statistical Manual of Mental Disorders, 4th Edition.

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    Table 2:

    Baseline characteristics of the study population

    Total (n = 3376)Men (n = 1525)Women (n = 1851)
    Mean age, y60.3 ± 8.760.4 ± 8.760.1 ± 8.7
    Chronic pain, no. (%)1191 (35.3)414 (27.1)777 (42.0)
    Mean intracranial volume, mL1126 ± 1191203 ± 1021062 ± 91
    Positive CESD, no. (%)328 (8.5)81 (4.6)247 (11.7)
    Mean heat pain threshold, °C (n = 1538)47.2 ± 3.248.0 ± 2.746.6 ± 3.4
    • Note:—CESD indicates Center for Epidemiologic Studies Depression scale.

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American Journal of Neuroradiology: 37 (3)
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Cite this article
M. de Kruijf, D. Bos, F.J.P.M. Huygen, W.J. Niessen, H. Tiemeier, A. Hofman, A.G. Uitterlinden, M.W. Vernooij, M.A. Ikram, J.B.J. van Meurs
Structural Brain Alterations in Community Dwelling Individuals with Chronic Joint Pain
American Journal of Neuroradiology Mar 2016, 37 (3) 430-438; DOI: 10.3174/ajnr.A4556

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Structural Brain Alterations in Community Dwelling Individuals with Chronic Joint Pain
M. de Kruijf, D. Bos, F.J.P.M. Huygen, W.J. Niessen, H. Tiemeier, A. Hofman, A.G. Uitterlinden, M.W. Vernooij, M.A. Ikram, J.B.J. van Meurs
American Journal of Neuroradiology Mar 2016, 37 (3) 430-438; DOI: 10.3174/ajnr.A4556
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