1. Validation of a Novel Multivariate Method of Defining HIV-Associated Cognitive Impairment
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Underwood, Jonathan, De Francesco, Davide, Cole, James H, Caan, Matthan W A, van Zoest, Rosan A, Schmand, Ben A, Sharp, David J, Sabin, Caroline A, Reiss, Peter, Winston, Alan Coolaboratori: Reiss P, Wit FWNM, Schouten J, Kooij KW, van Zoest RA, Elsenga BC, Janssen FR, Heidenrijk M, Zikkenheiner W, van der Valk M, Kootstra NA, Harskamp-Holwerda AM, Maurer I, Mangas Ruiz MM, Girigorie AF, Villaudy J, Frankin E, Pasternak A, Berkhout B, van der Kuyl T, Portegies P, Schmand BA, Geurtsen GJ, Ter Stege JA, Klein Twennaar M, Majoie CBLM, Caan MWA, Su T, Weijer K, Bisschop PHLT, Kalsbeek A, Wezel M, Visser I, Ruhé HG, Franceschi C, Garagnani P, Pirazzini C, Capri M, Dall'Olio F, Chiricolo M, Salvioli S, Hoeijmakers J, Pothof J, Prins M, Martens M, Moll S, Berkel J, Totté M, Kovalev S, Gisslén M, Fuchs D, Zetterberg H, Winston A, Underwood J, McDonald L, Stott M, Legg K, Lovell A, Erlwein O, Doyle N, Kingsley C, Sharp DJ, Leech R, Cole JH, Zaheri S, Hillebregt MMJ, Ruijs YMC, Benschop DP, Burger D, de Graaff-Teulen M, Guaraldi G, Bürkle A, Sindlinger T, Moreno-Villanueva M, Keller A, Sabin C, de Francesco D, Libert C, Dewaele S, Boffito M, Mallon P, Post F, Sachikonye M, Anderson J, Asboe D, Garvey L, Pozniak A, Vera J, Williams I, Campbell L, Yurdakul S, Okumu S, Pollard L, Otiko D, Phillips L, Laverick R, Fisher M, Clarke A, Bexley A, Richardson C, Macken A, Ghavani-Kia B, Maher J, Byrne M, Flaherty A, Mguni S, Clark R, Nevin-Dolan R, Pelluri S, Johnson M, Ngwu N, Hemat N, Jones M, Carroll A, Whitehouse A, Burgess L, Babalis D, Higgs C, Seah E, Fletcher S, Anthonipillai M, Moyes A, Deats K, Syed I, Matthews C., Underwood, Jonathan, De Francesco, Davide, Cole, James H, Caan, Matthan W A, van Zoest, Rosan A, Schmand, Ben A, Sharp, David J, Sabin, Caroline A, Reiss, Peter, Winston, Alan Coolaboratori: Reiss P, Wit FWNM, Schouten J, Kooij KW, van Zoest RA, Elsenga BC, Janssen FR, Heidenrijk M, Zikkenheiner W, van der Valk M, Kootstra NA, Harskamp-Holwerda AM, Maurer I, Mangas Ruiz MM, Girigorie AF, Villaudy J, Frankin E, Pasternak A, Berkhout B, van der Kuyl T, Portegies P, Schmand BA, Geurtsen GJ, Ter Stege JA, Klein Twennaar M, Majoie CBLM, Caan MWA, Su T, Weijer K, Bisschop PHLT, Kalsbeek A, Wezel M, Visser I, Ruhé HG, Franceschi C, Garagnani P, Pirazzini C, Capri M, Dall'Olio F, Chiricolo M, Salvioli S, Hoeijmakers J, Pothof J, Prins M, Martens M, Moll S, Berkel J, Totté M, Kovalev S, Gisslén M, Fuchs D, Zetterberg H, Winston A, Underwood J, McDonald L, Stott M, Legg K, Lovell A, Erlwein O, Doyle N, Kingsley C, Sharp DJ, Leech R, Cole JH, Zaheri S, Hillebregt MMJ, Ruijs YMC, Benschop DP, Burger D, de Graaff-Teulen M, Guaraldi G, Bürkle A, Sindlinger T, Moreno-Villanueva M, Keller A, Sabin C, de Francesco D, Libert C, Dewaele S, Boffito M, Mallon P, Post F, Sabin C, Sachikonye M, Winston A, Anderson J, Asboe D, Boffito M, Garvey L, Mallon P, Post F, Pozniak A, Sabin C, Sachikonye M, Vera J, Williams I, Winston A, Post F, Campbell L, Yurdakul S, Okumu S, Pollard L, Williams I, Otiko D, Phillips L, Laverick R, Fisher M, Clarke A, Vera J, Bexley A, Richardson C, Mallon P, Macken A, Ghavani-Kia B, Maher J, Byrne M, Flaherty A, Anderson J, Mguni S, Clark R, Nevin-Dolan R, Pelluri S, Johnson M, Ngwu N, Hemat N, Jones M, Carroll A, Whitehouse A, Burgess L, Babalis D, Winston A, Garvey L, Underwood J, Stott M, McDonald L, Boffito M, Asboe D, Pozniak A, Higgs C, Seah E, Fletcher S, Anthonipillai M, Moyes A, Deats K, Syed I, Matthews C., Molecular Genetics, Biomedical Engineering and Physics, Radiology and Nuclear Medicine, ACS - Atherosclerosis & ischemic syndromes, ACS - Diabetes & metabolism, ACS - Microcirculation, AMS - Restoration & Development, Amsterdam Neuroscience - Brain Imaging, Amsterdam Neuroscience - Neurovascular Disorders, Graduate School, AII - Infectious diseases, APH - Aging & Later Life, Medical Psychology, Amsterdam Neuroscience - Neurodegeneration, Global Health, Infectious diseases, APH - Mental Health, APH - Methodology, Commission of the European Communities, Imperial College Healthcare NHS Trust- BRC Funding, and National Institute for Health Research
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Multivariate statistics ,medicine.medical_specialty ,COmorBidity in Relation to AIDS (COBRA) Collaboration and the Pharmacokinetic and clinical Observations in PePle over fiftY (POPPY) Study Group ,Immunology ,Human immunodeficiency virus (HIV) ,Audiology ,medicine.disease_cause ,Microbiology ,03 medical and health sciences ,0302 clinical medicine ,multivariate ,SDG 3 - Good Health and Well-being ,Neuroimaging ,Medicine and Health Sciences ,medicine ,Major Article ,OLDER-PEOPLE ,030212 general & internal medicine ,VALIDITY ,Cognitive impairment ,cognitive impairment ,Science & Technology ,neuroimaging ,SCORES ,business.industry ,Biology and Life Sciences ,HIV ,MEN ,Cognition ,Mental health ,White matter microstructure ,PREVALENCE ,3. Good health ,Infectious Diseases ,Oncology ,REGISTRATION ,business ,Life Sciences & Biomedicine ,Neurocognitive ,030217 neurology & neurosurgery - Abstract
Background The optimum method of defining cognitive impairment in virally suppressed people living with HIV is unknown. We evaluated the relationships between cognitive impairment, including using a novel multivariate method (NMM), patient– reported outcome measures (PROMs), and neuroimaging markers of brain structure across 3 cohorts. Methods Differences in the prevalence of cognitive impairment, PROMs, and neuroimaging data from the COBRA, CHARTER, and POPPY cohorts (total n = 908) were determined between HIV-positive participants with and without cognitive impairment defined using the HIV-associated neurocognitive disorders (HAND), global deficit score (GDS), and NMM criteria. Results The prevalence of cognitive impairment varied by up to 27% between methods used to define impairment (eg, 48% for HAND vs 21% for NMM in the CHARTER study). Associations between objective cognitive impairment and subjective cognitive complaints generally were weak. Physical and mental health summary scores (SF-36) were lowest for NMM-defined impairment (P < .05). There were no differences in brain volumes or cortical thickness between participants with and without cognitive impairment defined using the HAND and GDS measures. In contrast, those identified with cognitive impairment by the NMM had reduced mean cortical thickness in both hemispheres (P < .05), as well as smaller brain volumes (P < .01). The associations with measures of white matter microstructure and brain-predicted age generally were weaker. Conclusion Different methods of defining cognitive impairment identify different people with varying symptomatology and measures of brain injury. Overall, NMM-defined impairment was associated with most neuroimaging abnormalities and poorer self-reported health status. This may be due to the statistical advantage of using a multivariate approach., We have previously described a novel multivariate method (NMM) with theoretical statistical advantages over existing methods, which we assessed here in 3 cohorts of people living with HIV. Overall, NMM-defined impairment was associated with most neuroimaging abnormalities and poorer self-reported health status.
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- 2019