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    Date Issued2016 (2)2011 (1)Author
    Massaro, Joseph (3)
    Fox, Caroline S. (2)Hoffmann, Udo (2)Lee, Jane J. (2)Pedley, Alison (2)View MoreUMass Chan AffiliationDepartment of Medicine, Division of Cardiovascular Medicine (2)UMass Metabolic Network (2)Center for Health Policy and Research (1)Department of Psychiatry, Center for Mental Health Services Research (1)Document TypeJournal Article (3)Keywordadipose tissue (2)Cardiology (2)Cardiovascular Diseases (2)epidemiology (2)adipokine (1)View MoreJournalJournal of the American Heart Association (2)Psychiatric rehabilitation journal (1)

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    Adipose Tissue Depots and Their Cross-Sectional Associations With Circulating Biomarkers of Metabolic Regulation

    Lee, Jane J.; Britton, Kathryn A.; Pedley, Alison; Massaro, Joseph; Speliotes, Elizabeth K.; Murabito, Joanne M.; Hoffmann, Udo; Ingram, Cheryl; Keaney, John F.; Vasan, Ramachandran S.; et al. (2016-05-04)
    BACKGROUND: Visceral adipose tissue (VAT) and fatty liver differ in their associations with cardiovascular risk compared with subcutaneous adipose tissue (SAT). Several biomarkers have been linked to metabolic derangements and may contribute to the pathogenicity of fat depots. We examined the association between fat depots on multidetector computed tomography and metabolic regulatory biomarkers. METHODS AND RESULTS: Participants from the Framingham Heart Study (n=1583, 47% women) underwent assessment of SAT, VAT, and liver attenuation. We measured circulating biomarkers secreted by adipose tissue or liver (adiponectin, leptin, leptin receptor, fatty acid binding protein 4, fetuin-A, and retinol binding protein 4). Using multivariable linear regression models, we examined relations of fat depots with biomarkers. Higher levels of fat depots were positively associated with leptin and fatty acid binding protein 4 but negatively associated with adiponectin (all P < 0.001). Associations with leptin receptor, fetuin-A, and retinol binding protein 4 varied according to fat depot type or sex. When comparing the associations of SAT and VAT with biomarkers, VAT was the stronger correlate of adiponectin (beta=-0.28 [women]; beta=-0.30 [men]; both P < 0.001), whereas SAT was the stronger correlate of leptin (beta=0.62 [women]; beta=0.49 [men]; both P < 0.001; P < 0.001 for comparing VAT versus SAT). Although fetuin-A and retinol binding protein 4 are secreted by the liver in addition to adipose tissue, associations of liver attenuation with these biomarkers was not stronger than that of SAT or VAT. CONCLUSIONS: SAT, VAT, and liver attenuation are associated with metabolic regulatory biomarkers with differences in the associations by fat depot type and sex. These findings support the possibility of biological differences between fat depots.
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    Cross-Sectional Associations of Computed Tomography (CT)-Derived Adipose Tissue Density and Adipokines: The Framingham Heart Study

    Lee, Jane J.; Pedley, Alison; Hoffmann, Udo; Massaro, Joseph; Keaney, John F. Jr.; Vasan, Ramachandran S.; Fox, Caroline S. (2016-02-29)
    BACKGROUND: Excess accumulation of abdominal subcutaneous (SAT) and visceral adipose tissue (VAT) is associated with adverse levels of adipokines and cardiovascular disease risk. Whether fat quality is associated with adipokines has not been firmly established. This study examined the association between abdominal SAT and VAT density, an indirect measure of fat quality, with a panel of metabolic regulatory biomarkers secreted by adipose tissue or the liver independently of absolute fat volumes. METHODS AND RESULTS: We evaluated 1829 Framingham Heart Study participants (44.9% women). Abdominal SAT and VAT density was estimated indirectly by adipose tissue attenuation using computed tomography. Adipokines included adiponectin, leptin receptor, leptin, fatty acid-binding protein 4 (FABP-4), retinol-binding protein 4 (RBP-4), and fetuin-A. Fat density was associated with all the biomarkers evaluated, except fetuin-A. Lower fat density (ie, more-negative fat attenuation) was associated with lower adiponectin and leptin receptor, but higher leptin and FABP-4 levels (all P < 0.0001). SAT density was inversely associated with RPB-4 in both sexes, whereas the association between VAT density and RPB-4 was only observed in men (P < 0.0001). In women, after additional adjustment for respective fat volume, SAT density retained the significant associations with adiponectin, leptin, FABP-4, and RBP-4; and VAT density with adiponectin only (all P<0.0001). In men, significant associations were maintained upon additional adjustment for respective fat volume (P < 0.005). CONCLUSIONS: Lower abdominal fat density was associated with a profile of biomarkers suggestive of greater cardiometabolic risk. These observations support that fat density may be a valid biomarker of cardiometabolic risk.
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    Statewide initiative of intensive psychiatric rehabilitation: outcomes and relationship to other mental health service use

    Ellison, Marsha Langer; Rogers, E. Sally; Lyass, Asya; Massaro, Joseph; Wewiorski, Nancy J.; Hsu, Su-Ting; Anthony, William A. (2011-07-20)
    OBJECTIVE: This study examines the outcomes of a statewide implementation of Intensive Psychiatric Rehabilitation (IPR) for improving residential and employment status and earnings among individuals with severe mental illnesses and also examines its implementation with respect to mental health service utilization and costs. METHODS: This study employs a pre-post design with participants acting as their own controls for rehabilitation outcomes (residential status, vocational outcomes and earnings) comparing those who "completed" or had a sufficiently intense dose of IPR (one year) to those who dropped out early (before six months of service) and those who dropped out later in service (6-12 months). A separate analysis was conducted examining the relationship of IPR to other mental service use and costs using a quasi-experimental design that contrasted IPR completers with a control group matched via propensity scores. RESULTS: The results suggested significant improvement in residential status, employment status and gross monthly earnings for IPR completers relative to other groups. IPR completers also tended to use more mental health services or have more shallow decreases in use and cost of services relative to matched controls. CONCLUSIONS AND IMPLICATIONS FOR PRACTICE: Gains in rehabilitation outcomes can be expected for those who engage in and complete IPR services, but IPR cannot be expected to result in reduced overall mental health service use and costs. Rather, IPR may improve service access or perhaps ameliorate any containment effect of managed care on service use.
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