Psychiatry research. Neuroimaging · 2026
Hyperband versus conventional resting-state fMRI in young adults with high-risk substance use: A within-participant comparison of default mode network measures.
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Elsayed Mahmoud, McIntyre-Wood Carly, Belisario Kyla L, Sharma Bhanu, MacKillop James
Аннотация
BACKGROUND: Accelerated resting-state fMRI (rs-fMRI) may reduce scan time and participant burden, but whether shortened acquisitions preserve functional connectivity profiles and clinical associations remains unclear. This study compared hyperband and conventional acquisitions in characterizing default mode network (DMN) connectivity and associations with substance use.
METHODS: A community sample of 108 young adults with recent heavy substance use (59.93% female; mean age = 20.58 ± 1.13) completed a 9-minute conventional scan and a 4.5-minute hyperband scan. DMN connectivity was assessed using ROI-to-ROI analyses and graph-theory metrics. Substance use measures included cannabis use severity (CUDIT), urine tetrahydrocannabinol positivity (THC+), and hazardous drinking (AUDIT).
RESULTS: Quality-control metrics did not differ between acquisitions. Conventional rs-fMRI showed higher connectivity between bilateral lateral parietal regions and between the posterior cingulate cortex and left lateral parietal cortex, although overall patterns were comparable. Agreement between acquisitions was low (mean ICC = 0.358 ± 0.123). Graph-theory metrics showed few differences, but most ICCs were non-significant. Nominal associations with substance use were inconsistent across acquisitions.
CONCLUSIONS: Hyperband and conventional rs-fMRI produced similar group-level DMN patterns, but hyperband acquisitions did not reliably preserve individual-level estimates or substance use associations, suggesting hyperband rs-fMRI data should not be assumed as equivalent or readily harmonizable.
METHODS: A community sample of 108 young adults with recent heavy substance use (59.93% female; mean age = 20.58 ± 1.13) completed a 9-minute conventional scan and a 4.5-minute hyperband scan. DMN connectivity was assessed using ROI-to-ROI analyses and graph-theory metrics. Substance use measures included cannabis use severity (CUDIT), urine tetrahydrocannabinol positivity (THC+), and hazardous drinking (AUDIT).
RESULTS: Quality-control metrics did not differ between acquisitions. Conventional rs-fMRI showed higher connectivity between bilateral lateral parietal regions and between the posterior cingulate cortex and left lateral parietal cortex, although overall patterns were comparable. Agreement between acquisitions was low (mean ICC = 0.358 ± 0.123). Graph-theory metrics showed few differences, but most ICCs were non-significant. Nominal associations with substance use were inconsistent across acquisitions.
CONCLUSIONS: Hyperband and conventional rs-fMRI produced similar group-level DMN patterns, but hyperband acquisitions did not reliably preserve individual-level estimates or substance use associations, suggesting hyperband rs-fMRI data should not be assumed as equivalent or readily harmonizable.