Literature DB >> 29672236

The brain health index: Towards a combined measure of neurovascular and neurodegenerative structural brain injury.

David Alexander Dickie1,2,3, Maria Del C Valdés Hernández2,3,4, Stephen D Makin1,3, Julie Staals5, Stewart J Wiseman2,3,4, Mark E Bastin2,3, Joanna M Wardlaw2,3,4.   

Abstract

Background A structural magnetic resonance imaging measure of combined neurovascular and neurodegenerative burden may be useful as these features often coexist in older people, stroke and dementia. Aim We aimed to develop a new automated approach for quantifying visible brain injury from small vessel disease and brain atrophy in a single measure, the brain health index. Materials and methods We computed brain health index in N = 288 participants using voxel-based Gaussian mixture model cluster analysis of T1, T2, T2*, and FLAIR magnetic resonance imaging. We tested brain health index against a validated total small vessel disease visual score and white matter hyperintensity volumes in two patient groups (minor stroke, N = 157; lupus, N = 51) and against measures of brain atrophy in healthy participants (N = 80) using multiple regression. We evaluated associations with Addenbrooke's Cognitive Exam Revised in patients and with reaction time in healthy participants. Results The brain health index (standard beta = 0.20-0.59, P < 0.05) was significantly and more strongly associated with Addenbrooke's Cognitive Exam Revised, including at one year follow-up, than white matter hyperintensity volume (standard beta = 0.04-0.08, P > 0.05) and small vessel disease score (standard beta = 0.02-0.27, P > 0.05) alone in both patient groups. Further, the brain health index (standard beta = 0.57-0.59, P < 0.05) was more strongly associated with reaction time than measures of brain atrophy alone (standard beta = 0.04-0.13, P > 0.05) in healthy participants. Conclusions The brain health index is a new image analysis approach that may usefully capture combined visible brain damage in large-scale studies of ageing, neurovascular and neurodegenerative disease.

Entities:  

Keywords:  Atrophy; cerebral small vessel diseases; cognition; computer-assisted; image processing; magnetic resonance imaging; stroke

Mesh:

Year:  2018        PMID: 29672236     DOI: 10.1177/1747493018770222

Source DB:  PubMed          Journal:  Int J Stroke        ISSN: 1747-4930            Impact factor:   5.266


  3 in total

Review 1.  Carotid revascularization and cognitive impairment: the neglected role of cerebral small vessel disease.

Authors:  Francesco Arba; Federica Vit; Mascia Nesi; Chiara Rinaldi; Mauro Silvestrini; Domenico Inzitari
Journal:  Neurol Sci       Date:  2021-10-01       Impact factor: 3.830

2.  Global Burden of Small Vessel Disease-Related Brain Changes on MRI Predicts Cognitive and Functional Decline.

Authors:  Hanna Jokinen; Juha Koikkalainen; Hanna M Laakso; Susanna Melkas; Tuomas Nieminen; Antti Brander; Antti Korvenoja; Daniel Rueckert; Frederik Barkhof; Philip Scheltens; Reinhold Schmidt; Franz Fazekas; Sofia Madureira; Ana Verdelho; Anders Wallin; Lars-Olof Wahlund; Gunhild Waldemar; Hugues Chabriat; Michael Hennerici; John O'Brien; Domenico Inzitari; Jyrki Lötjönen; Leonardo Pantoni; Timo Erkinjuntti
Journal:  Stroke       Date:  2019-11-08       Impact factor: 7.914

Review 3.  Harmonizing brain magnetic resonance imaging methods for vascular contributions to neurodegeneration.

Authors:  Eric E Smith; Geert Jan Biessels; François De Guio; Frank Erik de Leeuw; Simon Duchesne; Marco Düring; Richard Frayne; M Arfan Ikram; Eric Jouvent; Bradley J MacIntosh; Michael J Thrippleton; Meike W Vernooij; Hieab Adams; Walter H Backes; Lucia Ballerini; Sandra E Black; Christopher Chen; Rod Corriveau; Charles DeCarli; Steven M Greenberg; M Edip Gurol; Michael Ingrisch; Dominic Job; Bonnie Y K Lam; Lenore J Launer; Jennifer Linn; Cheryl R McCreary; Vincent C T Mok; Leonardo Pantoni; G Bruce Pike; Joel Ramirez; Yael D Reijmer; Jose Rafael Romero; Stefan Ropele; Natalia S Rost; Perminder S Sachdev; Christopher J M Scott; Sudha Seshadri; Mukul Sharma; Steven Sourbron; Rebecca M E Steketee; Richard H Swartz; Robert van Oostenbrugge; Matthias van Osch; Sanneke van Rooden; Anand Viswanathan; David Werring; Martin Dichgans; Joanna M Wardlaw
Journal:  Alzheimers Dement (Amst)       Date:  2019-02-26
  3 in total

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