Ian Ballard
banner
iancballard.bsky.social
Ian Ballard
@iancballard.bsky.social
Assistant Professor at UC Riverside studying learning and goal-directed behavior. Director of the Computational Cognitive and Neural Sciences Lab (https://www.ballardlab.org). He/him
Thanks! Our technique is indirect (as, unlike PET, fMRI cannot directly assess dopamine), but it does seem to provide useful information linked to dopaminergic function.
March 31, 2025 at 10:22 PM
thanks for sharing this!
March 28, 2025 at 1:08 PM
Have you run your estimation on striatal subregions? I'd be very curious to see what the HRFs look like!
March 27, 2025 at 3:02 PM
I’m curious to hear what you find! In the preprint, we don’t model the HRF directly, but we have a project looking into trial-by-trial variability in the NAcc HRF time-to-peak
March 27, 2025 at 1:19 PM
Our TR was 2s. Would love to experiment with faster TRs in the future.
March 26, 2025 at 5:43 PM
Check out our preprint to learn more about how hemodynamic latencies map regional, individual, and pathological differences linked to dopamine. We'd love to hear your questions, ideas, or feedback! @anneberry.bsky.social @blaisefrederick.bsky.social
March 26, 2025 at 12:40 PM
In individuals with cocaine use disorder, we found a spatial gradient of altered hemodynamic latencies in the striatum. This pattern independently correlated with nicotine use, revealing a conserved physiological profile associated with addictive substance use. 5/n
March 26, 2025 at 12:40 PM
Using PET, genetics, and pharmacology, we found that hemodynamic latency is tightly coupled to dopamine physiology. Broadly speaking, higher latency in the NAcc was associated with lower dopamine function and more perseverative behavior—linking BOLD signal timing to cognition. 4/n
March 26, 2025 at 12:40 PM
Hemodynamic latencies are markedly increased in the nucleus accumbens (NAcc)—a key dopaminergic region linked to addiction. This effect is strikingly precise: the anatomical NAcc boundary (green) aligns closely with the shift in hemodynamic latency. 3/n
March 26, 2025 at 12:40 PM
fMRI doesn’t directly measure dopamine, but could dopamine influence BOLD signal timing? Dopamine axons wrap around microvessels, and dopamine triggers vasoconstriction. We hypothesized that higher extracellular dopamine increases the latency of the hemodynamic response. 2/n
March 26, 2025 at 12:40 PM