A Systematic Review of Resting-State Functional MRI Connectivity Changes and Cognitive Impairment in Multiple Sclerosis.
Danka JandricAnisha DoshiRichelle ScottDavid PalingDavid RogJeremy ChatawayMenno M SchoonheimGeoff ParkerNils MuhlertPublished in: Brain connectivity (2021)
Introduction: Cognitive impairment in multiple sclerosis (MS) is increasingly being investigated with resting-state functional MRI (rs-fMRI) functional connectivity (FC). However, results remain difficult to interpret, showing both high and low FC associated with cognitive impairment. We conducted a systematic review of rs-fMRI studies in MS to understand whether the direction of FC change relates to cognitive dysfunction, and how this may be influenced by the choice of methodology. Methods: Embase, Medline, and PsycINFO were searched for studies assessing cognitive function and rs-fMRI FC in adults with MS. Results: Fifty-seven studies were included in a narrative synthesis. Of these, 50 found an association between cognitive impairment and FC abnormalities. Worse cognition was linked to high FC in 18 studies, and to low FC in 17 studies. Nine studies found patterns of both high and low FC related to poor cognitive performance, in different regions or for different magnetic resonance (MR) metrics. There was no clear link to increased FC during the early stages of MS and reduced FC in later stages, as predicted by common models of MS pathology. Throughout, we found substantial heterogeneity in study methodology, and carefully consider how this may impact on the observed findings. Discussion: These results indicate an urgent need for greater standardization in the field-in terms of the choice of MRI analysis and the definition of cognitive impairment. This will allow us to use rs-fMRI FC as a biomarker in future clinical studies, and as a tool to understand mechanisms underpinning cognitive symptoms in MS. Impact statement We present the first systematic review of resting-state functional MRI functional connectivity (FC) studies to investigate cognitive impairment in multiple sclerosis (MS). We assess whether this magnetic resonance (MR) metric is a suitable biomarker of cognitive decline in MS. We demonstrate that while there is a strong link between FC abnormalities and cognitive impairment, the direction of abnormalities varies considerably across studies. We also demonstrate that there is substantial methodological heterogeneity across studies, which makes results difficult to interpret. From this, we highlight the urgent need for more standardization in FC studies in MS, and offer potential ways forward to achieve this.
Keyphrases
- resting state
- functional connectivity
- multiple sclerosis
- cognitive impairment
- mass spectrometry
- magnetic resonance
- case control
- ms ms
- systematic review
- contrast enhanced
- cognitive decline
- magnetic resonance imaging
- white matter
- mild cognitive impairment
- single cell
- diffusion weighted imaging
- decision making
- single molecule