title: Temporal Evolution of Brain Functional Connectivity Metrics: Could 7 Min of Rest be Enough?
abstract: Unaccounted temporal dynamics of resting-state functional connectivity (FC) metrics challenges their potential as biomarkers for clinical applications in neuroscience. Here we studied the scan time required to reach stable values for various FC metrics including seed-voxel correlations and spatial independent component analyses (sICA), and for the local functional connectivity density (lFCD), a graph theory metric. By increasing the number of time points included in the analysis, we assessed the effects of scan time on convergence of accuracy, sensitivity, specificity, reproducibility, and reliability of these FC metrics. The necessary scan time to attenuate the effects of the temporal dynamics by 80% varied across connectivity metrics and was shorter for lFCD (7 min) than for FC (11 min) or for sICA (10 min). Findings suggest that the scan time required to achieve stable FC is metric-dependent, with lFCD being the most resilient metric to the effects of temporal dynamics. Thus, the lFCD metric could be particularly useful for pediatric and patient populations who may not tolerate long scans.
authors: National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD 20892-1013, USA.
authors: Dardo G
authors: DG
authors: Tomasi
authors: National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD 20892-1013, USA.
authors: Ehsan
authors: E
authors: Shokri-Kojori
authors: National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD 20892-1013, USA.|National Institute on Drug Abuse, Bethesda, MD 20892-9561, USA.
authors: Nora D
authors: ND
authors: Volkow
mesh_terms: D000328:Adult; D001921:Brain / Q000000981:diagnostic imaging* / Q000502:physiology*; D063132:Connectome / Q000379:methods*; D005260:Female; D006801:Humans; D008279:Magnetic Resonance Imaging / Q000379:methods*; D008297:Male; D009434:Neural Pathways / Q000000981:diagnostic imaging / Q000502:physiology; D015203:Reproducibility of Results; D012146:Rest; D013997:Time Factors
keywords: FCDM; Human Connectome Project; ICA; MRI; dynamics; functional connectivity; resting state