Psilocybin induces spatially constrained alterations in thalamic functional organization and connectivity
This neuroimaging study (n=38) uses a novel Independent Component Analysis (ICA) approach and fMRI to examine psilocybin-induced changes in intrathalamic (within the thalamus) functional organization and thalamocortical connectivity. Several intrathalamic components showed significant psilocybin-induced alterations in intrathalamic spatial organization primarily localised to the mediodorsal and pulvinar nuclei, and correlated with reported subjective effects, but didn't survive correction for multiple comparisons.
Authors
- Barrett, F. S.
- Gaddis, A.
- Griffiths, R. R.
Published
Abstract
Background: Classic psychedelics, such as psilocybin and LSD, and other serotonin 2A receptor (5-HT2AR) agonists evoke acute alterations in perception and cognition. Altered thalamocortical connectivity has been hypothesized to underlie these effects, which is supported by some functional MRI (fMRI) studies. These studies have treated the thalamus as a unitary structure, despite known differential 5-HT2AR expression and functional specificity of different intrathalamic nuclei. Independent Component Analysis (ICA) has been previously used to identify reliable group-level functional subdivisions of the thalamus from resting-state fMRI (rsfMRI) data. We build on these efforts with a novel data-maximizing ICA-based approach to examine psilocybin-induced changes in intrathalamic functional organization and thalamocortical connectivity in individual participants.Methods: Baseline rsfMRI data (n=38) from healthy individuals with a long-term meditation practice was utilized to generate a statistical template of thalamic functional subdivisions. This template was then applied in a novel ICA-based analysis of the acute effects of psilocybin on intra- and extra-thalamic functional organization and connectivity in follow-up scans from a subset of the same individuals (n=18). We examined correlations with subjective reports of drug effect and compared with a previously reported analytic approach (treating the thalamus as a single functional unit).Results: Several intrathalamic components showed significant psilocybin-induced alterations in spatial organization, with effects of psilocybin largely localized to the mediodorsal and pulvinar nuclei. The magnitude of changes in individual participants correlated with reported subjective effects. These components demonstrated predominant decreases in thalamocortical connectivity, largely with visual and default mode networks. Analysis in which the thalamus is treated as a singular unitary structure showed an overall numerical increase in thalamocortical connectivity, consistent with previous literature using this approach, but this increase did not reach statistical significance.Conclusions: We utilized a novel analytic approach to discover psilocybin-induced changes in intra- and extra-thalamic functional organization and connectivity of intrathalamic nuclei and cortical networks known to express the 5-HT2AR. These changes were not observed using whole-thalamus analyses, suggesting that psilocybin may cause widespread but modest increases in thalamocortical connectivity that are offset by strong focal decreases in functionally relevant intrathalamic nuclei.
Research Summary of 'Psilocybin induces spatially constrained alterations in thalamic functional organization and connectivity'
Introduction
Classic serotonergic psychedelics such as psilocybin produce profound alterations in perception and cognition that are thought to be mediated largely via serotonin 2A receptors (5-HT2AR). While most human neuroimaging studies to date have emphasised cortical 5-HT2AR-rich regions, the thalamus also expresses 5-HT2AR and is a central hub in cortico‑striato‑thalamo‑cortical circuits implicated in both psychosis and altered perceptual states. Previous functional MRI studies of psychedelics have reported mixed findings regarding thalamic function and thalamocortical connectivity, and those studies typically treated the thalamus as a single unit despite well‑known nuclei‑specific structure and function. Gaddis and colleagues set out to examine whether acute psilocybin alters the internal functional organisation of the thalamus and nucleus‑specific thalamocortical connectivity. To do so they applied a data‑sparing, template Independent Component Analysis (tICA) approach to resting‑state fMRI that leverages population priors to generate reliable, subject‑level intrathalamic components, then compared intrathalamic spatial engagement and thalamocortical connectivity between placebo and an acute 10 mg/70 kg psilocybin condition. The study also tested associations between these neural changes and concurrent subjective effects reported by participants.
Methods
Participants were recruited from a larger multi‑phase study of psilocybin in long‑term meditation practitioners. Inclusion required medical and psychiatric health and substantial meditation experience (mean lifetime meditation ≈ 4,883 hours). From an initial Phase 1 cohort of 40, resting‑state baseline data from 38 participants were used to build tICA templates. Phase 2 comprised a single‑blind, within‑subject, placebo‑controlled comparison of placebo versus 10 mg/70 kg oral psilocybin; usable paired resting‑state scans were available for 18 participants (13 male, 5 female; mean age 54.4, SD 13.2). Participants had previously received 25 mg/70 kg psilocybin in Phase 1 several months earlier. Drug administration in Phase 2 was single‑blind with the first capsule always placebo and the second always 10 mg psilocybin, administered in a controlled clinical setting. Resting‑state fMRI scans were collected approximately 100 minutes after capsule administration (scan time 7 min 42 s; 3 mm isotropic voxels; TR = 2.2 s) on 3T scanners. Participants rated subjective effects immediately after each scan using brief items including overall psilocybin effect, facets of mindfulness (nowness, letting go, equanimity), selected items from the Mystical Experience Questionnaire aggregated into a brief MEQ (bMEQ), and positive/negative valence. Template ICA generation used the 38 baseline (Phase 1) scans masked to the thalamus (Harvard‑Oxford atlas thresholded ≥50%; 2,268 voxels). Group spatially constrained ICA (model order = 7) produced seven thalamic independent components (TIC01–TIC07). Reliability was assessed by repeating group ICA 100 times. Subject‑level variance estimates were obtained by splitting each subject's time series into two pseudo‑sessions and applying dual regression; between‑subject variance and mean component loadings formed the empirical priors for tICA. The tICA model was then fit to the 18 subjects' placebo and psilocybin scans to obtain posterior component spatial maps and standard errors. Intrathalamic "engagement" was defined voxelwise as component loadings that significantly differed from the template mean based on posterior estimates; tests were FDR‑corrected at 0.01 for voxelwise tests and at 0.05 for comparisons of engaged voxel counts. Two engagement metrics were used: counts of significantly engaged voxels across the whole thalamus, and counts restricted to voxels with robust baseline contribution to a component (z ≥ 2). Probabilistic maps were generated to identify voxels in which at least 25% of subjects showed greater engagement in placebo versus psilocybin. Spatial localisation used overlap with Morel atlas nuclei (percent overlap). For connectivity analyses, dual regression produced TIC timecourses and cortical ICA‑derived network (CIN) timecourses; 7×10 partial correlation matrices (ridge regression rho = 1) covering intra‑thalamic, thalamocortical and intra‑cortical edges were Fisher z‑transformed and compared between sessions with paired t‑tests (FDR = 0.05). Associations between neural changes and subjective effects used Spearman correlations, with an a priori threshold of R2 ≥ 0.2 (about r ≥ 0.45) reported as meaningful. For comparison with prior literature, a whole‑thalamus seed timecourse (mean across all thalamic voxels) was also correlated with cortical networks and tested for between‑session differences.
Results
Baseline parcellation: Group ICA of baseline resting data produced seven spatially clustered and bilaterally symmetric thalamic independent components (TIC01–TIC07). Voxels with robust baseline loadings (z ≥ 2) showed complete segregation across components. Each TIC demonstrated a distinct pattern of overlap with Morel atlas nuclei, with best fits reported as TIC1: LD/LP, TIC2: VP, TIC3: PumM, TIC4: VA, TIC5: MD, TIC6: PuA and TIC7: VL. Intrathalamic engagement: Compared with placebo, psilocybin sessions showed significant reductions in engaged voxel counts for TIC03 (p = 0.006) and TIC05 (p = 0.01) after FDR correction (FDR = 0.05). When restricting to voxels with robust baseline loading (z ≥ 2), decreases during psilocybin were also significant for TIC02 and TIC07 in addition to TIC03 and TIC05. Probabilistic effect maps localized these between‑session decreases primarily to the mediodorsal (MD) and medial pulvinar nuclei. Associations with subjective effects: Six associations met the pre‑specified large‑effect threshold (R2 ≥ 0.2). Greater decreases in TIC03 engagement on psilocybin correlated with larger increases in "letting go" (r = -0.47). Increased engagement of TIC07 during psilocybin correlated with higher ratings of equanimity (r = 0.55), pure being (r = 0.52), joy (r = 0.52) and the aggregated bMEQ mystical experience score (r = 0.54). Decreases in TIC06 engagement were associated with larger increases in joy (r = -0.48). Functional connectivity: Across intrathalamic, thalamocortical and intra‑cortical edges, psilocybin produced more decreases than increases: 13 edges decreased and 5 increased significantly. Intrathalamically, two edges decreased and one increased. Among thalamocortical edges, five showed decreased connectivity and one showed increased connectivity on psilocybin. Intra‑cortical networks had six decreased and three increased edges. Specific between‑network associations with subjective effects included: intra‑thalamic decreases between TIC02–TIC03 correlated with reductions in "fusion" (r = 0.47), "sacredness" (r = 0.53) and "peace" (r = 0.49); decreases between TIC05–TIC07 correlated with decreases in "timelessness" (r = 0.54) and "joy" (r = 0.48). For thalamocortical pairs, decreases in TIC02–IC08 related to positive‑valence changes (r = -0.57), decreases in TIC03–IC09 related to overall effect (r = -0.47), and decreases in TIC03–IC17 associated with reductions in negative valence (r = 0.45) and increases in joy (r = -0.55). A decrease in TIC07–IC11 connectivity related to reduced letting go (r = 0.50) and greater negative valence (r = -0.50). Intra‑cortical changes also showed sizeable associations, for example increased IC08–IC17 connectivity correlated with reduced timelessness (r = -0.61). Whole‑thalamus seed results: Seed‑based whole‑thalamus analyses detected no significant between‑session thalamocortical edges after FDR correction. The largest, non‑significant change was greater connectivity with the occipital‑pole (IC09) during psilocybin (t = -2.68; FDR‑corrected p = 0.07); DMN (IC11) and left FPN (IC17) showed marginal non‑significant increases (FDR p ≈ 0.08). Notably, directionality from the seed‑based approach sometimes opposed ICA‑based findings: regions localized to specific TICs (for example TIC07 with DMN, TIC02/TIC03 with occipital‑pole) showed decreased connectivity during psilocybin, whereas other thalamic voxels showed opposite effects. The authors interpret this as focal decreases being masked when averaging across the whole thalamus.
Discussion
Gaddis and colleagues interpret their findings to indicate that acute psilocybin induces spatially constrained alterations in thalamic functional organisation and in thalamocortical connectivity that are not apparent when the thalamus is treated as a single unit. The primary effect observed with their tICA approach was focal reductions in component engagement and in connectivity centred on intrathalamic regions mapping preferentially to the mediodorsal and pulvinar nuclei. Several of those nucleus‑specific changes correlated with concurrent subjective experiences that have been linked to psilocybin's therapeutic relevance. These results are positioned relative to prior literature showing mixed thalamic effects with classic psychedelics: whereas earlier whole‑thalamus studies often reported overall increases in thalamic activation or thalamocortical connectivity, the present component‑level analysis reveals that modest widespread increases may coexist with strong, anatomically focal decreases in nuclei that express 5‑HT2AR. The mediodorsal and pulvinar localisation is consistent with receptor expression data and with animal findings implicating the mediodorsal nucleus in psychedelic effects. The authors therefore argue that ICA‑based parcellation offers a more nuanced evaluation of thalamic involvement in the psychedelic state than whole‑thalamus masking. The investigators note methodological strengths of their data‑sparing tICA pipeline, which enabled reliable intrathalamic parcellation from standard‑length 3T resting‑state scans. They also acknowledge that applying the approach to higher‑resolution imaging, other modalities, or other altered states would be informative future work. The Discussion emphasises that whole‑thalamus averaging may obscure nuclei‑specific phenomena and that component‑level analyses can reveal relations between specific thalamic subdivisions, cortical networks (notably visual and default mode networks) and subjective experience. The authors frame these findings as a first report on intrathalamic functional organisation during acute psilocybin in humans and suggest that the observed nucleus‑specific changes merit further study in the context of therapeutic mechanisms and broader altered‑state neuroscience.
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CONCLUSION
Using a novel data-sparing ICA-based approach, we report several significant psilocybin-indu changes in both intra-and extra-thalamic patterns of functional organization and connectivity reported in previous studies that treat the thalamus as a unitary structure. Given the known functio and structural segregation of thalamic nuclei, ICA has been increasingly employed in order to gene functional subdivisions of the thalamus. Congruent with several existing studies, our results support the utility of ICA in generating parcellations of the thalam from baseline resting state data that show functional distinction between components and also c spatial clustering, especially for voxels with robust contribution to each component. Using approach, we compared thalamic functional parcellations generated before vs after the ac administration of psilocybin, which to our knowledge, is the first such report. The acute administration of psilocybin caused significant alterations in the spatial organization functionally derived intrathalamic components, with several components showing a significant decre ", Pole in duced not tional nerate 2020; lamus clear g this acute ion of crease in the number of engaged voxels after administration of psilocybin. Significant changes in thalamic connectivity with cortical networks were also observed, showing predominantly decreases in connectivity between intrathalamic components and cortical networks. Given that both corticaland subcorticalnetworks are highly stable in the resting state, and given that psilocybin is known to cause acute alterations in global functional connectivity, our results suggest that psilocybin may substantially alter both intrathalamic and thalamocortical connectivity in a spatially constrained fashion, with the principal effect of focally reducing intrathalamic and thalamo-cortical connectivity. Our results also show that several intrathalamic and thalamocortical alterations in connectivity are also associated with reported acute subjective effects, which is especially significant given that certain reported subjective effects have been shown to predict the therapeutic efficacy of psilocybinThrough the use of a novel data-sparing approach, our study reveals distinct focal changes in intrathalamic functional organization that are associated with the acute administration of psilocybin, are apparent at 3T resolution, are associated with both alterations in thalamocortical connectivity and subjective drug effect, and are spatially aligned with nuclei previously implicated in the psychedelic state. Thalamic voxels most impacted by the administration of psilocybin were spatially clustered, and when compared to a histologically derived atlas, were largely localized to the mediodorsal and pulvinar nuclei. Localization primarily to these two nuclei is consistent with evidence that, within the thalamus, the mediodorsal and pulvinar nuclei maximally express the 5-HT 2AR receptor. The findings are also consistent with those from animal models revealing the mediodorsal nucleus to be implicated in the acute effects of LSD. While ours are the first reported findings regarding the effects of psilocybin on the functional organization of intrathalamic nuclei in humans, findings from one fMRI study after LSD administration did reveal distinct spatial changes in thalamocortical connectivity. In addition to observed psilocybin-associated alterations in the internal functional organization of the thalamus, patterns of extrathalamic connectivity were also significantly altered after administration of psilocybin, with specific components showing decreased connectivity with large-scale cortical networks. Only one previous study reported on thalamocortical connectivity after acute administration of psilocybin; treating the thalamus as a single functional unit, this study reported increased connectivity between the thalamus and a "task positive" network. Interestingly, our findings of focal component-specific decreases in connectivity are in seeming contrast with those from this 2013 study and several other fMRI studies examining the effect of LSD that also use wholethalamus approaches and report apparent increases in thalamocortical connectivity. If we employ a similar whole-thalamus approach using this current dataset, we also find overall numerical increases in thalamo-cortical connectivity, with the largest increases being observed with the visual network, although these changes notably did not reach statistical significance. Our study is the first to report on the engagement and connectivity of specific thalamic subregions during acute administration of psilocybin. While our findings of decreased thalamo-cortical connectivity, particularly with visual and default mode networks, seemingly contrast with previous studies that report primarily increased connectivity using a whole-thalamus approach, they are consistent with several more recent reports on LSD-induced changes in thalamocortical connectivity, which suggest nuanced regional effects including both increases and decreases in functional connectivity. It therefore seems possible that whole-thalamic masking may be less effective than ICA-based parcellation at detecting certain focal patterns of altered thalamic engagement and connectivity that occur during acute exposure to psilocybin and perhaps other classic psychedelics, likely reflective of the functional differences between specific intrathalamic nuclei. In summary, our results demonstrate that using an average, whole-thalamus seed, psilocybin appears to be associated with modest increases in thalamo-cortical connectivity, which is consistent with prior whole-thalamus studies of both psilocybin and LSD effects. In contrast, our novel interrogation of functionally derived intrathalamic components reveals focal decreases in connectivity that are spatially clustered. Observed changes in both intra-and extra-thalamic connectivity are largely specific to thalamic nuclei (mediodorsal and pulvinar nuclei) and cortical networks (visual and default mode) that express 5-HT 2AR receptors and are implicated in the acute effects of the classic psychedelics. Further, in several instances, altered thalamocortical connectivity was associated with reported acute subjective effects with potential clinical relevance. Coarse measures of thalamocortical connectivity, obtained using a whole-thalamus seed, may obscure powerful nuanced nuclei-specific effects associated with the acute administration of psilocybin. While whole-thalamus masking is likely often employed due to limitations in sample size and resolution, our results demonstrate that the use of a data-sparing approach to create functional thalamic subdivisions can reveal focal underlying effects during acute drug exposure. The potential application of this methodology to higher-resolution data, other imaging modalities, or during acute exposure to other psychoactive substances and non-pharmaceutical altered perceptual states would all be useful future approaches in fully characterizing and understanding the significance of these reported findings.
Study Details
- Study Typeindividual
- Populationhumans
- Characteristicsbrain measuresopen label
- Journal
- Compound