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Research ArticleArticle

Adipose Depots, Not Disease-related Factors, Account for Skeletal Muscle Insulin Sensitivity in Established and Treated Rheumatoid Arthritis

Hiba AbouAssi, K. Noelle Tune, Brian Gilmore, Lori A. Bateman, Gary McDaniel, Michael Muehlbauer, Janet L. Huebner, Helen M. Hoenig, Virginia B. Kraus, E. William St. Clair, William E. Kraus and Kim M. Huffman
The Journal of Rheumatology October 2014, 41 (10) 1974-1979; DOI: https://doi.org/10.3899/jrheum.140224
Hiba AbouAssi
From the Divisions of Endocrinology, Rheumatology and Immunology, Cardiology, Geriatrics, Department of Medicine and Duke Molecular Physiology Institute, Duke University Medical Center; Durham Veterans Affairs Medical Center, Durham, North Carolina, USA.
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K. Noelle Tune
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Brian Gilmore
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Lori A. Bateman
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Gary McDaniel
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Michael Muehlbauer
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Janet L. Huebner
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Helen M. Hoenig
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Virginia B. Kraus
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E. William St. Clair
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William E. Kraus
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Kim M. Huffman
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  • For correspondence: kim.huffman@duke.edu
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    Table 1.

    Participant characteristics. Data are presented as means (SD) for continuous variables and number (%) of participants for dichotomous variables. Data that were not normally distributed (systemic inflammatory markers, cytokines, and insulin sensitivity) are presented as geometric means (SD).

    VariableAll Participants, n = 78Rheumatoid Arthritis, n = 39Matched Controls, n = 39
    Age, yrs55.5 (11.8)56.1 (12.4)54.9 (11.4)
    BMI, kg/m230.2 (6.3)30.5 (7.3)30.0 (5.3)
    Waist circumference, cm94.9 (15.5)95.1 (17.7)94.6 (13.7)
    Race
        White59 (76)29 (74)30 (76)
        African American19 (24)10 (26)9 (24)
    Sex
        Female54 (69)27 (69)27 (69)
        Male24 (32)12 (31)12 (31)
    Physical activity, kCal/day572.8 (290.8)546.6 (291.4)605.1 (292.7)
    Physical activity, METS h/day29.5 (2.5)29.2 (2.5)29.9 (2.4)
    Disease duration, mosNA159 (135)NA
    HAQ–Disability Index0.5 (0.7)0.7 (0.7)†0.00 (0.00)
    Comorbidity Index1.2 (1.2)1.5 (1.2) †0.6 (0.9)
    DAS28 mean (SD)NA3.1 (1.5)NA
      Remission (DAS28 < 2.6)16 (42)
      Low activity (DAS28 2.6–3.2)6 (16)
      Moderate activity (DAS28 3.2–5.1)11 (29)
      High activity (DAS28 > 5.1)5 (13)
    Rheumatoid factor–positiveNA30/35 (86)NA
    Anticyclic citrullinated antibody-positiveNA14/15 (93)NA
    Erosions on radiographs presentNA18/30 (60)NA
    Medication useNA
        Etanercept8 (21)NA
        Infliximab2 (5)NA
        Adalimumab4 (10)NA
        Abatacept5 (13)NA
        Methotrexate29 (74)NA
        Leflunomide1 (3)NA
        Sulfasalazine0NA
        Hydroxychloroquine6 (13)NA
        Nonsteroidal antiinflammatory agents16 (41)1 (5.5)
        Prednisone (< 0.5 mg/day)11 (28)NA
    Systemic inflammation
        hsCRP, mg/l3.14 (4.1)4.1 (5.5)2.4 (2.9)
        IL-1β, pg/ml0.22 (5.4)0.32 (4.2)0.15 (6.3)
        IL-6, pg/ml5.3 (2.8)9.9 (2.9)†2.9 (1.6)
        IL-8, pg/ml8.5 (2.1)9.4 (1.9)7.7 (2.4)
        TNF-α, pg/ml14.1 (2.3)21.6 (2.4)†9.4 (1.6)
        IL-18, pg/ml413.0 (1.3)446.7 (1.2)†316.2 (1.4)
    Insulin Sensitivity Index 10−5 min−1/pmol/l
        All4.5 (2.2)4.0 (2.4)4.9 (2.1)
        Women5.0 (2.3)4.7 (2.4)5.2 (2.2)
        Men3.6 (2.1)3.1 (2.3)4.0 (1.9)
        Biologic use = yesNA4.8 (2.4)NA
        Biologic use = noNA3.7(2.4)NA
        DMARD use = yesNA4.0 (2.5)NA
        DMARD use = noNA5.4 (1.7)NA
        Prednisone use = yesNA3.2 (2.1)NA
        Prednisone use = noNA4.8 (2.4)NA
    NEFA (mmol/l)0.55 (1.47)0.57 (1.57)0.53 (1.36)
    Adiposity and muscle tissue
        Abdominal total adipose area, cm2430 (179)407 (199)453 (157)
        Abdominal subcutaneous adiposity, cm2306 (144)302 (149)309 (141)
        Abdominal visceral adiposity, cm2125 (98)105 (81)†144 (109)
        Abdominal liver density, Hu60 (10)60 (9)60 (10)
        Thigh total area, cm2254 (65)253 (69)255 (61)
        Thigh total adipose area, cm2127 (66)137 (61)116 (70)
        Thigh subcutaneous adiposity, cm2121 (57)125 (58)117 (57)
        Thigh intermuscular adiposity, cm211 (8)12 (7)11 (8)
        Thigh muscle area, cm2120 (36)116 (39)125 (33)
        Thigh muscle density, Hu51 (5)50 (6)52 (4)
    • ↵† p < 0.05 for comparison with matched controls. BMI: body mass index; NA: not applicable; HAQ: Health Assessment Questionnaire; DAS28: 28-joint Disease Activity Score; hsCRP: high-sensitivity C-reactive protein; IL: interleukin; METS: metabolic equivalence units; TNF: tumor necrosis factor; DMARD: disease-modifying antirheumatic drugs; NEFA: nonesterified free fatty acids.

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    Table 2.

    Spearman correlations for insulin sensitivity, n = 44.

    VariableSpearman ρ (R)p
    Age, yrs−0.160.29
    BMI, kg/m2−0.450.002
    Waist circumference, cm−0.470.001
    Sex (male = 0, female = 1)0.200.20
    Physical activity, kCal/day−0.080.66
    Physical activity, METS h/day0.190.27
    Disease duration0.160.32
    HAQ Disability Index−0.210.17
    DAS28−0.120.44
    Biologic use, yes = 1, no = 00.140.37
    DMARD use, yes = 1, no = 0−0.160.29
    Prednisone use, yes = 1, no = 0−0.280.07
    hsCRP, mg/l−0.180.25
    IL-1β, pg/ml0.040.82
    IL-6, pg/ml−0.300.05
    IL-8, pg/ml−0.090.56
    TNF-α, pg/ml−0.080.62
    IL-18 (pg/ml)−0.200.20
    NEFA−0.280.06
    Abdominal total adipose area, cm2−0.430.005
    Abdominal subcutaneous adiposity, cm2−0.300.06
    Abdominal visceral adiposity, cm2−0.480.002
    Abdominal liver density, Hu0.270.10
    Thigh total area, cm2−0.380.01
    Thigh total adipose area, cm2−0.200.20
    Thigh subcutaneous adiposity, cm2−0.150.32
    Thigh intermuscular adiposity, cm2−0.520.0004
    Thigh muscle area, cm2−0.360.02
    Thigh muscle density, Hu0.120.45
    • Data given in bold face are statistically significant. BMI: body mass index; HAQ: Health Assessment Questionnaire; DAS28: 28-joint Disease Activity Score; DMARD: nonbiologic disease-modifying antirheumatic drug; hsCRP: high-sensitivity C-reactive protein; METS: metabolic equivalence units; IL: interleukin; TNF: tumor necrosis factor; NEFA: nonesterified free fatty acids.

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    Table 3.

    Multivariable model for insulin sensitivity index (log) in persons with rheumatoid arthritis.

    Variable EstimatePartial R2p
    Clinical model: R2 = 0.26
        Waist circumference, cm−0.010.260.0005
    Laboratory model: R2 = 0.46
        Visceral adiposity area, cm2−0.0020.280.005
        Thigh intermuscular adiposity area, cm2−0.020.120.02
        IL-6, log pg/ml−0.220.070.07
    • Multivariable modeling was performed using linear models with backward stepwise variable selection. For the clinical model, variable inclusion was based on conceptual hypotheses regarding traditional risk factors and disease-associated factors affecting insulin sensitivity index and included age, sex, waist circumference, physical activity, disease activity (28 joints), disease-modifying agent use, biologic use, and prednisone use. Based on results from bivariate analyses, for the laboratory model, waist circumference was replaced with visceral adiposity and thigh intermuscular adiposity, and disease activity was replaced with interleukin (IL)-6; all other variables from the clinical model were included.

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The Journal of Rheumatology
Vol. 41, Issue 10
1 Oct 2014
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Adipose Depots, Not Disease-related Factors, Account for Skeletal Muscle Insulin Sensitivity in Established and Treated Rheumatoid Arthritis
Hiba AbouAssi, K. Noelle Tune, Brian Gilmore, Lori A. Bateman, Gary McDaniel, Michael Muehlbauer, Janet L. Huebner, Helen M. Hoenig, Virginia B. Kraus, E. William St. Clair, William E. Kraus, Kim M. Huffman
The Journal of Rheumatology Oct 2014, 41 (10) 1974-1979; DOI: 10.3899/jrheum.140224

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Adipose Depots, Not Disease-related Factors, Account for Skeletal Muscle Insulin Sensitivity in Established and Treated Rheumatoid Arthritis
Hiba AbouAssi, K. Noelle Tune, Brian Gilmore, Lori A. Bateman, Gary McDaniel, Michael Muehlbauer, Janet L. Huebner, Helen M. Hoenig, Virginia B. Kraus, E. William St. Clair, William E. Kraus, Kim M. Huffman
The Journal of Rheumatology Oct 2014, 41 (10) 1974-1979; DOI: 10.3899/jrheum.140224
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Keywords

SKELETAL MUSCLE
INSULIN RESISTANCE
PHYSICAL ACTIVITY
BODY COMPOSITION

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