Validation of a Novel Multivariate Method of Defining HIV-Associated Cognitive Impairment
Author(s) -
Jonathan Underwood,
Davide De Francesco,
James H. Cole,
Matthan W.A. Caan,
Rosan A van Zoest,
Ben Schmand,
David Sharp,
Caroline Sabin,
Peter Reiss,
Alan Winston,
Ferdinand W.N.M. Wit,
J. Schouten,
Katherine W. Kooij,
B C Elsenga,
F R Janssen,
M. Heidenrijk,
W Zikkenheiner,
Marc van der Valk,
Neeltje A. Kootstra,
A M Harskamp-Holwerda,
Iris Maurer,
M M Mangas Ruiz,
A F Girigorie,
Julien Villaudy,
Esmay Frankin,
Alexander Pasternak,
Ben Berkhout,
T van der Kuyl,
Peter Portegies,
Gert J. Geurtsen,
Jacqueline A. ter Stege,
M. Klein Twennaar,
Charles B.L.M. Majoie,
Tanja Su,
Kees Weijer,
P H L T Bisschop,
Andries Kalsbeek,
M Wezel,
Ingmar Visser,
Henricus G. Ruhé,
Claudio Franceschi,
Paolo Garagnani,
Chiara Pirazzini,
Miriam Capri,
Fabio Dall’Olio,
Mariella Chiricolo,
Stefano Salvioli,
Jan H.J. Hoeijmakers,
Joris Pothof,
Maria Prins,
Marieke Martens,
SJ Moll,
Jantien van Berkel,
M Totté,
Sergey Y. Kovalev,
Magnus Gisslén,
Dietmar Fuchs,
Henrik Zetterberg,
Lauren McDonald,
M Stott,
Ken Legg,
Andrew Lovell,
Otto Erlwein,
N Doyle,
Cherry Kingsley,
Robert Leech,
S Zaheri,
M M J Hillebregt,
Y M C Ruijs,
D P Benschop,
David M. Burger,
M de Graaff-Teulen,
Giovanni Guaraldi,
Alexander Bürkle,
Thilo Sindlinger,
María MorenoVillanueva,
Adrienne Keller,
Claude Libert,
Sylviane Dewaele,
Marta Boffito,
Patrick Mallon,
Frank A. Post,
Memory Sachikonye,
Jane Anderson,
David Asboe,
Lucy Garvey,
Anton Pozniak,
Jaime H. Vera,
Ian Williams,
Lucy J. Campbell,
Selin Yurdakul,
Sara Okumu,
Louise Pollard,
Damilola Otiko,
Laura L. Phillips,
Rosanna Laverick,
Martin Fisher,
Amanda Clarke,
Andrew Bexley,
Celia Richardson,
Alan Macken,
Bijan Ghavani-Kia,
Joanne Maher,
M. M. Byrne,
Ailbhe Flaherty,
Sifiso Mguni,
Rebecca A. Clark,
Rhian Nevin-Dolan,
Sambasivarao Pelluri,
Margaret Johnson,
Nnengwu,
Nargis Hemat,
Martin Jones,
Anne Carroll,
Andrew J. O. Whitehouse,
Laura Burgess,
Daphne Babalis,
Matthew A. Stott,
Linda McDonald,
Chris Higgs,
Elisha Seah,
Stephen Fletcher,
Michelle Anthonipillai,
Ashley Moyes,
Katie Deats,
Irtiza Syed,
Clive Matthews
Publication year - 2019
Publication title -
open forum infectious diseases
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.546
H-Index - 35
ISSN - 2328-8957
DOI - 10.1093/ofid/ofz198
Subject(s) - medicine , cognitive impairment , human immunodeficiency virus (hiv) , multivariate statistics , multivariate analysis , cognition , machine learning , virology , psychiatry , computer science
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.
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