PMID- 24999315 OWN - NLM STAT- PubMed-not-MEDLINE DCOM- 20140707 LR - 20211021 IS - 1662-4548 (Print) IS - 1662-453X (Electronic) IS - 1662-453X (Linking) VI - 8 DP - 2014 TI - The spatial structure of resting state connectivity stability on the scale of minutes. PG - 138 LID - 10.3389/fnins.2014.00138 [doi] LID - 138 AB - Resting state functional MRI (rsfMRI) connectivity patterns are not temporally stable, but fluctuate in time at scales shorter than most common rest scan durations (5-10 min). Consequently, connectivity patterns for two different portions of the same scan can differ drastically. To better characterize this temporal variability and understand how it is spatially distributed across the brain, we scanned subjects continuously for 60 min, at a temporal resolution of 1 s, while they rested inside the scanner. We then computed connectivity matrices between functionally-defined regions of interest for non-overlapping 1 min windows, and classified connections according to their strength, polarity, and variability. We found that the most stable connections correspond primarily to inter-hemispheric connections between left/right homologous ROIs. However, only 32% of all within-network connections were classified as most stable. This shows that resting state networks have some long-term stability, but confirms the flexible configuration of these networks, particularly those related to higher order cognitive functions. The most variable connections correspond primarily to inter-hemispheric, across-network connections between non-homologous regions in occipital and frontal cortex. Finally we found a series of connections with negative average correlation, but further analyses revealed that such average negative correlations may be related to the removal of CSF signals during pre-processing. Using the same dataset, we also evaluated how similarity of within-subject whole-brain connectivity matrices changes as a function of window duration (used here as a proxy for scan duration). Our results suggest scanning for a minimum of 10 min to optimize within-subject reproducibility of connectivity patterns across the entire brain, rather than a few predefined networks. FAU - Gonzalez-Castillo, Javier AU - Gonzalez-Castillo J AD - Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, National Institutes of Health Bethesda, MD, USA. FAU - Handwerker, Daniel A AU - Handwerker DA AD - Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, National Institutes of Health Bethesda, MD, USA. FAU - Robinson, Meghan E AU - Robinson ME AD - Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, National Institutes of Health Bethesda, MD, USA ; Translational Research Center for TBI and Stress Disorders (TRACTS), VA Boston Healthcare System Boston, MA, USA. FAU - Hoy, Colin Weir AU - Hoy CW AD - Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, National Institutes of Health Bethesda, MD, USA. FAU - Buchanan, Laura C AU - Buchanan LC AD - Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, National Institutes of Health Bethesda, MD, USA. FAU - Saad, Ziad S AU - Saad ZS AD - Scientific and Statistical Computing Core, National Institute of Mental Health, National Institutes of Health Bethesda, MD, USA. FAU - Bandettini, Peter A AU - Bandettini PA AD - Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, National Institutes of Health Bethesda, MD, USA. LA - eng PT - Journal Article DEP - 20140611 PL - Switzerland TA - Front Neurosci JT - Frontiers in neuroscience JID - 101478481 PMC - PMC4052097 OTO - NOTNLM OT - connectivity dynamics OT - fMRI OT - rest OT - sliding window analysis OT - stability EDAT- 2014/07/08 06:00 MHDA- 2014/07/08 06:01 PMCR- 2014/01/01 CRDT- 2014/07/08 06:00 PHST- 2014/02/28 00:00 [received] PHST- 2014/05/18 00:00 [accepted] PHST- 2014/07/08 06:00 [entrez] PHST- 2014/07/08 06:00 [pubmed] PHST- 2014/07/08 06:01 [medline] PHST- 2014/01/01 00:00 [pmc-release] AID - 10.3389/fnins.2014.00138 [doi] PST - epublish SO - Front Neurosci. 2014 Jun 11;8:138. doi: 10.3389/fnins.2014.00138. eCollection 2014.