Scanning conditions in functional connectivity magnetic resonance imaging: how to standardise resting-state for optimal data acquisition and visualisation?

Dinis Fernandes, C., Varsou, O. , Stringer, M., Macleod, M. J. and Schwarzbauer, C. (2020) Scanning conditions in functional connectivity magnetic resonance imaging: how to standardise resting-state for optimal data acquisition and visualisation? In: Rea, P. M. (ed.) Biomedical Visualisation. Series: Advances in experimental medicine and biology, 6 (1235). Springer: Cham, pp. 35-52. ISBN 9783030376390 (doi: 10.1007/978-3-030-37639-0_3)

Abstract

Functional connectivity magnetic resonance imaging (fcMRI), performed during resting wakefulness without tasks or stimulation, is a non-invasive technique to assess and visualise functional brain networks in vivo. Acquisition of resting-state imaging data has become increasingly common in longitudinal studies to investigate brain health and disease. However, the scanning protocols vary considerably across different institutions creating challenges for comparability especially for the interpretation of findings in patient cohorts and establishment of diagnostic or prognostic imaging biomarkers. The aim of this chapter is to discuss the effect of two experimental conditions (i.e. a low cognitive demand paradigm and a pure resting-state fcMRI) on the reproducibility of brain networks between a baseline and a follow-up session, 30 (±5) days later, acquired from 12 right-handed volunteers (29 ± 5 yrs). A novel method was developed and used for a direct statistical comparison of the test-retest reliability using 28 well-established functional brain networks. Overall, both scanning conditions produced good levels of test-retest reliability. While the pure resting-state condition showed higher test-retest reliability for 18 of the 28 analysed networks, the low cognitive demand paradigm produced higher test-retest reliability for 8 of the 28 brain networks (i.e. visual, sensorimotor and frontal areas); in 2 of the 28 brain networks no significant changes could be detected. These results are relevant to planning of longitudinal studies, as higher test-retest reliability generally increases statistical power. This work also makes an important contribution to neuroimaging where optimising fcMRI experimental scanning conditions, and hence data visualisation of brain function, remains an on-going topic of interest. In this chapter, we provide a full methodological explanation of the two paradigms and our analysis so that readers can apply them to their own scanning protocols.

• Item Type: Book Sections (Other)
• Status: Published
• Glasgow Author(s) Enlighten ID: Varsou, Dr Ourania and Rea, Professor Paul
• Authors: Dinis Fernandes, C., Varsou, O., Stringer, M., Macleod, M. J., and Schwarzbauer, C.
• College/School: College of Medical Veterinary and Life Sciences > School of Life Sciences
• Publisher: Springer
• ISBN: 9783030376390