1. Patterns of Co-occurring Comorbidities in People Living With HIV
- Author
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De Francesco, Davide, Verboeket, Sebastiaan O, Underwood, Jonathan, Bagkeris, Emmanouil, Wit, Ferdinand W, Mallon, Patrick W G, Winston, Alan, Reiss, Peter, Sabin, Caroline A, Study group members AMC, Reiss, P., Wit, F. W. N. M., Kooij, K. W., van Zoest, R. A., Verheij, E., Verboeket, Sebastiaan O., Prins, M., Kootstra, N. A., Harskamp-Holwerda, A. M., Maurer, Irma, Mangas Ruiz, M. M., Boeser-Nunnink, B. D. M., Geerlings, S. E., Goorhuis, A., Hovius, J. W. R., Nellen, F. J. B., van der Poll, Tom, Prins, J. M., Wiersinga, W. J., van Vugt, M., de Bree, G. J., Postema, P. G., Bisschop, P. H. L. T., Serlie, M. J. M., Dekker, E., van der Velde, N., Willemsen, J. M. R., Vogt, L., Portegies, P., Schmand, B. A., Geurtsen, G. J., Verbraak, F. D., Visser, I., Nieuwkerk, P. T., Majoie, C. B. L. M., Caan, M. W. A., van Lunsen, H. W., van den Born, B. J. H., Stroes, E. S. G., Intensive care medicine, Anatomy and neurosciences, Medical psychology, Internal medicine, APH - Aging & Later Life, Elderly care medicine, Amsterdam Neuroscience - Systems & Network Neuroscience, Ophthalmology, Psychiatry, APH - Mental Health, Radiology and nuclear medicine, ACS - Atherosclerosis & ischemic syndromes, Graduate School, Center of Experimental and Molecular Medicine, Global Health, Infectious diseases, APH - Global Health, Experimental Immunology, APH - Quality of Care, Cardiology, Endocrinology, Gastroenterology and Hepatology, Geriatrics, Nephrology, APH - Health Behaviors & Chronic Diseases, Neurology, Medical Psychology, APH - Societal Participation & Health, Adult Psychiatry, APH - Personalized Medicine, Radiology and Nuclear Medicine, Obstetrics and Gynaecology, Vascular Medicine, AGEM - Amsterdam Gastroenterology Endocrinology Metabolism, APH - Methodology, ACS - Microcirculation, ACS - Heart failure & arrhythmias, and ACS - Diabetes & metabolism
- Subjects
0301 basic medicine ,patterns of comorbidities ,medicine.medical_specialty ,multimorbidity ,comorbidities ,Major Articles ,03 medical and health sciences ,0302 clinical medicine ,Acquired immunodeficiency syndrome (AIDS) ,Interquartile range ,Internal medicine ,Health care ,medicine ,Medical history ,030212 general & internal medicine ,Pathological ,business.industry ,Metabolic disorder ,HIV ,medicine.disease ,030112 virology ,Comorbidity ,Mental health ,Infectious Diseases ,Oncology ,Pharmacokinetic and Clinical Observations in PeoPle Over fiftY (POPPY) study and the AGEhIV Cohort Study ,business - Abstract
Background The aims of this study were to identify common patterns of comorbidities observed in people living with HIV (PLWH), using a data-driven approach, and evaluate associations between patterns identified. Methods A wide range of comorbidities were assessed in PLWH participating in 2 independent cohorts (POPPY: UK/Ireland; AGEhIV: Netherlands). The presence/absence of each comorbidity was determined using a mix of self-reported medical history, concomitant medications, health care resource use, and laboratory parameters. Principal component analysis (PCA) based on Somers’ D statistic was applied to identify patterns of comorbidities. Results PCA identified 6 patterns among the 1073 POPPY PLWH (85.2% male; median age [interquartile range {IQR}], 52 [47–59] years): cardiovascular diseases (CVDs), sexually transmitted diseases (STDs), mental health problems, cancers, metabolic disorders, chest/other infections. The CVDs pattern was positively associated with cancer (r = .32), metabolic disorder (r = .38), mental health (r = .16), and chest/other infection (r = .17) patterns (all P < .001). The mental health pattern was correlated with all the other patterns (in particular cancers: r = .20; chest/other infections: r = .27; both P < .001). In the 598 AGEhIV PLWH (87.6% male; median age [IQR], 53 [48–59] years), 6 patterns were identified: CVDs, chest/liver, HIV/AIDS events, mental health/neurological problems, STDs, and general health. The general health pattern was correlated with all the other patterns (in particular CVDs: r = .14; chest/liver: r = .15; HIV/AIDS events: r = .31; all P < .001), except STDs (r = –.02; P = .64). Conclusions Comorbidities in PLWH tend to occur in nonrandom patterns, reflecting known pathological mechanisms and shared risk factors, but also suggesting potential previously unknown mechanisms. Their identification may assist in adequately addressing the pathophysiology of increasingly prevalent multimorbidity in PLWH.
- Published
- 2018