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Zainal NH, Newman MG. Prospective network analysis of proinflammatory proteins, lipid markers, and depression components in midlife community women. Psychol Med 2023; 53:5267-5278. [PMID: 35924730 PMCID: PMC9898473 DOI: 10.1017/s003329172200232x] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 05/07/2022] [Accepted: 07/04/2022] [Indexed: 02/06/2023]
Abstract
BACKGROUND Vulnerability theories propose that suboptimal levels of lipid markers and proinflammatory proteins predict future heightened depression. Scar models posit the reverse association. However, most studies that tested relationships between non-specific immune/endocrine markers and depression did not separate temporal inferences between people and within-person and how different immunometabolism markers related to unique depression symptoms. We thus used cross-lagged prospective network analyses (CLPN) to investigate this topic. METHODS Community midlife women (n = 2224) completed the Center for Epidemiologic Studies-Depression scale and provided biomarker samples across five time-points spanning 9 years. CLPN identified significant relations (edges) among components (nodes) of depression (depressed mood, somatic symptoms, interpersonal issues), lipid markers [insulin, fasting glucose, triglycerides, low-density lipoprotein-cholesterol (LDL), high-density lipoprotein-cholesterol (HDL)], and proinflammatory proteins [C-reactive protein (CRP), fibrinogen], within and across time-points. All models adjusted for age, estradiol, follicle-stimulating hormone, and menopausal status. RESULTS In within-person temporal networks, higher CRP and HDL predicted all three depression components (d = 0.131-2.112). Increased LDL preceded higher depressed mood and interpersonal issues (v. somatic symptoms) (d = 0.251-0.327). Elevated triglycerides predicted more somatic symptoms (v. depressed mood and interpersonal problems) (d = 0.131). More interpersonal problems forecasted elevated fibrinogen and LDL levels (d = 0.129-0.331), and stronger somatic symptoms preceded higher fibrinogen levels (d = 0.188). CONCLUSIONS Results supported both vulnerability and scar models. Long-term dysregulated immunometabolism systems, social disengagement, and related patterns are possible mechanistic accounts. Cognitive-behavioral therapies that optimize nutrition and physical activity may effectively target depression.
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Affiliation(s)
- Nur Hani Zainal
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Michelle G. Newman
- Department of Psychology, The Pennsylvania State University, State College, PA, USA
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Derry-Vick HM, Johnston CD, Brennan-Ing M, Burchett CO, Glesby N, Zhu YS, Siegler EL, Glesby MJ. Pain Is Associated With Depressive Symptoms, Inflammation, and Poorer Physical Function in Older Adults With HIV. Psychosom Med 2022; 84:957-965. [PMID: 35980785 PMCID: PMC9553263 DOI: 10.1097/psy.0000000000001119] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Revised: 03/11/2022] [Indexed: 11/25/2022]
Abstract
OBJECTIVE People living with HIV (PLWH) frequently experience pain, which often co-occurs with psychological symptoms and may impact functional outcomes. We investigated cross-sectional associations between pain, depressive symptoms, and inflammation, and then explored whether pain was related to poorer physical function among older PLWH. METHODS We examined data from PLWH aged 54 to 78 years ( n = 162) recruited from a single outpatient program for a larger study on HIV and aging. Participants reported depressive symptoms (10-item Center for Epidemiological Studies Depression Scale) and then attended a biomedical visit in which they reported past-month pain (Medical Outcomes Study-HIV pain subscale), completed physical function assessments, and provided blood samples (assayed for interleukin 6, interferon-γ, tumor necrosis factor α, and C-reactive protein). Links between pain, depressive symptoms, inflammation, and physical function were tested using linear regression models. RESULTS PLWH with greater depressive symptoms experienced more pain than did those with fewer depressive symptoms ( B = 1.31, SE = 0.28, p < .001), adjusting for age, sex, race, body mass index, smoking, disease burden, time since HIV diagnosis, and medication use. Higher composite cytokine levels were associated with worse pain ( B = 5.70, SE = 2.54, p = .027 in adjusted model). Poorer physical function indicators, including slower gait speed, weaker grip strength, recent falls, and prefrail or frail status, were observed among those with worse pain. Exploratory mediation analyses suggested that pain may partially explain links between depressive symptoms and several physical function outcomes. CONCLUSIONS Pain is a potential pathway linking depressive symptoms and inflammation to age-related health vulnerabilities among older PLWH; longitudinal investigation of this pattern is warranted. PLWH presenting with pain may benefit from multidisciplinary resources, including behavioral health and geriatric medicine approaches.
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Derry HM, Johnston CD, Burchett CO, Brennan-Ing M, Karpiak S, Zhu YS, Siegler EL, Glesby MJ. Links Between Inflammation, Mood, and Physical Function Among Older Adults With HIV. J Gerontol B Psychol Sci Soc Sci 2022; 77:50-60. [PMID: 33580236 PMCID: PMC8755907 DOI: 10.1093/geronb/gbab027] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVES People living with human immunodeficiency virus (PLWH) treated with antiretrovirals have life spans similar to their HIV-negative peers. Yet, they experience elevated inflammation-related multimorbidity. Drawing on biopsychosocial determinants of health may inform interventions, but these links are understudied in older PLWH. We investigated cross-sectional relationships between psychosocial factors (mood, loneliness, and stigma), inflammatory markers, and age-related health outcomes among 143 PLWH aged 54-78 years. METHOD Participants provided blood samples for serum cytokine and C-reactive protein (CRP) analyses, completed surveys assessing psychosocial factors and health, and completed frailty assessments. Regression models tested relationships between key psychosocial-, inflammation, and age-related health variables, adjusting for relevant sociodemographic and clinical factors. RESULTS Participants with more depressive symptoms had higher composite cytokine levels than those with fewer depressive symptoms (β = 0.22, t(126) = 2.71, p = .008). Those with higher cytokine levels were more likely to be prefrail or frail (adjusted odds ratio = 1.72, 95% confidence interval = 1.01-2.93) and reported worse physical function (β = -0.23, t(129) = -2.64, p = .009) and more cognitive complaints (β = -0.20, t(129) = -2.16, p = .03) than those with lower cytokine levels. CRP was not significantly related to these outcomes; 6-month fall history was not significantly related to inflammatory markers. DISCUSSION Novel approaches are needed to manage comorbidities and maximize quality of life among older PLWH. Illustrating key expected biopsychosocial links, our findings highlight several factors (e.g., depressive symptoms, poorer physical function) that may share bidirectional relationships with chronic inflammation, a key factor driving morbidity. These links may be leveraged to modify factors that drive excessive health risk among older PLWH.
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Affiliation(s)
- Heather M Derry
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medicine, New York, US
| | - Carrie D Johnston
- Division of Infectious Diseases, Weill Cornell Medicine, New York, US
| | - Chelsie O Burchett
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medicine, New York, US
- Department of Psychology, Stony Brook University, New York, US
| | - Mark Brennan-Ing
- Brookdale Center for Healthy Aging, Hunter College, City University of New York, US
| | - Stephen Karpiak
- ACRIA Center on HIV & Aging at GMHC, New York, US
- New York University, Rory Meyers College of Nursing, US
| | - Yuan-Shan Zhu
- Department of Medicine and Clinical and Translational Science Center, Weill Cornell Medicine, New York, US
| | - Eugenia L Siegler
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medicine, New York, US
| | - Marshall J Glesby
- Division of Infectious Diseases, Weill Cornell Medicine, New York, US
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Dembo RS, Huntington N, Mitra M, Rudolph AE, Lachman ME, Mailick MR. Social network typology and health among parents of children with developmental disabilities: Results from a national study of midlife adults. Soc Sci Med 2022; 292:114623. [PMID: 34891030 PMCID: PMC8748422 DOI: 10.1016/j.socscimed.2021.114623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 11/22/2021] [Accepted: 11/28/2021] [Indexed: 01/03/2023]
Abstract
OBJECTIVE There is increasing interest in the role of contextual factors in promoting well-being among parents of children with developmental disabilities. This study aimed to examine whether social network types moderate the impacts of having a child with a developmental disability on parents' health. METHODS Using cross-sectional data from the Midlife in the United States survey (MIDUS 2 and Refresher cohorts), we analyzed a sample of 363 parents of children with developmental disabilities and 4,919 parents of children without developmental disabilities. K-means cluster analysis was implemented to identify a social network typology. Modified Poisson and negative binomial regression models estimated the effect of having a child with a developmental disability and the typology on parents' physical health (self-rated health, number of chronic conditions) and mental health (self-rated mental health, major depression). RESULTS The cluster analysis revealed two social network types. Parents of children with developmental disabilities were more likely to have "restricted/unsupported" networks, whereas parents in the comparison group were more likely to have "diverse/supported" networks. Social support was more important for differentiating the network types of parents of children with developmental disabilities, while social integration was more salient for the comparison group. Parents of children with developmental disabilities fared worse on all outcomes relative to parents of children without disabilities. However, the typology had a compensatory psychological effect; the diverse/supported network type conferred greater mental health benefits to parents of children with developmental disabilities than to those in the comparison group. The diverse/supported network type was also associated with better physical health, but the associations did not differ between the two parent groups. CONCLUSIONS The results of this study emphasize the importance of social determinants of well-being for those with exceptional parenting responsibilities. Strengthening social networks may have a particularly positive impact on such parents' mental health.
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Affiliation(s)
- Robert S Dembo
- Waisman Center, University of Wisconsin-Madison, 1500 Highland Ave., Madison, WI, 53705, USA.
| | - Nick Huntington
- Institute for Behavioral Health, Heller School for Social Policy and Management, Brandeis University, 415 S. Street, Waltham, MA, 02453, USA.
| | - Monika Mitra
- Lurie Institute for Disability Policy, Heller School for Social Policy and Management, Brandeis University, 415 S. Street, Waltham, MA, 02453, USA.
| | - Abby E Rudolph
- Department of Epidemiology and Biostatistics, Temple University College of Public Health, 1301 Cecil B. Moore Ave., Philadelphia, PA, 19122, USA.
| | - Margie E Lachman
- Department of Psychology, Brandeis University, 415 S. Street, Waltham, MA, 02453, USA.
| | - Marsha R Mailick
- Waisman Center, University of Wisconsin-Madison, 1500 Highland Ave., Madison, WI, 53705, USA.
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Derry HM, Johnston CD, Brennan-Ing M, Karpiak S, Burchett CO, Zhu YS, Siegler EL, Glesby MJ. Childhood sexual abuse history amplifies the link between disease burden and inflammation among older adults with HIV. Brain Behav Immun Health 2021; 17:100342. [PMID: 34589822 PMCID: PMC8474623 DOI: 10.1016/j.bbih.2021.100342] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 08/28/2021] [Indexed: 12/12/2022] Open
Abstract
As they age, people living with HIV (PLWH) experience greater rates of inflammation-related health conditions compared to their HIV-negative peers. Because early life adversity can exaggerate proinflammatory effects of later physiological challenges, inflammation may be higher among PLWH with these combined risks, which could inform intervention approaches to mitigate multimorbidity. In this cross-sectional analysis, we investigated individual and combined effects of childhood sexual abuse (CSA) history and physiological burden (Veterans Aging Cohort Study Index scores) on serum cytokine and C-reactive protein (CRP) levels among PLWH. Participants (n = 131; age 54 and older) were patients at an outpatient HIV clinic who completed a psychosocial survey and biomedical research visit as part of a larger study. 93% were virally suppressed, and 40% reported experiencing sexual abuse in childhood. Composite cytokine levels (summarizing IL-6, TNF-α, IFN-γ), CRP, and disease burden did not differ significantly between those who had a history of CSA and those who did not. Participants with greater disease burden had higher composite cytokine levels (r = 0.29, p = 0.001). The disease burden by CSA interaction effect was a significant predictor of composite cytokine levels (but not CRP), and remained significant after controlling for age, sex, race, BMI, anti-inflammatory medication use, selective serotonin reuptake inhibitor use, depressive symptoms, and smoking status (F(1, 114) = 5.68, p = 0.02). In follow-up simple slopes analysis, greater disease burden was associated with higher cytokine levels among those with CSA history (b = 0.03, SE = 0.008, p<0.001), but not among those without CSA history. Further, in the context of greater disease burden, individuals with a CSA history tended to have higher cytokine levels than those without a CSA history (b = 0.38, SE = 0.21, p = 0.07). These data suggest that the physiological sequelae of childhood trauma may persist into older age among those with HIV. Specifically, links between physiological burden and inflammation were stronger among survivors of CSA in this study. The combined presence of CSA history and higher disease burden may signal a greater need for and potential benefit from interventions to reduce inflammation, an area for future work.
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Affiliation(s)
- Heather M. Derry
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Carrie D. Johnston
- Division of Infectious Diseases, Weill Cornell Medicine, New York, NY, USA
| | - Mark Brennan-Ing
- Brookdale Center for Healthy Aging, Hunter College, The City University of New York, New York, NY, USA
| | - Stephen Karpiak
- ACRIA Center on HIV & Aging at GMHC, New York, NY, USA
- New York University, Rory Meyers College of Nursing, New York, NY, USA
| | - Chelsie O. Burchett
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medicine, New York, NY, USA
- Department of Psychology, Stony Brook University, Stony Brook, NY, USA
| | - Yuan-Shan Zhu
- Department of Medicine and Clinical and Translational Science Center, Weill Cornell Medicine, New York, NY, USA
| | - Eugenia L. Siegler
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Marshall J. Glesby
- Division of Infectious Diseases, Weill Cornell Medicine, New York, NY, USA
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Gable SL, Bedrov A. Social isolation and social support in good times and bad times. Curr Opin Psychol 2021; 44:89-93. [PMID: 34600413 DOI: 10.1016/j.copsyc.2021.08.027] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 08/20/2021] [Accepted: 08/23/2021] [Indexed: 11/03/2022]
Abstract
People who are socially isolated or lonely report having lower levels of social support. Supportive social networks help buffer individuals against the deleterious effects of negative events and stressors. Supportive social networks also help individuals maximize the benefits of positive events and accomplishments. In short, those who are socially isolated suffer more when bad things happen and gain less when good things happen than those who are more socially connected.
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