Amygdala and Hippocampal Contributions to Broad Autism Phenotype: Project Ice Storm
Bibliographic record
Abstract
Prenatal maternal stress (PNMS) increases the risk for autism, and individuals with autism inconsistently exhibit increased or decreased volumes and functional connectivity of the whole amygdala and the whole hippocampus. Given heterogeneous structures of the amygdala and hippocampus and the heterogeneity of autism symptoms, it is worth examining how their subregions contribute to different autism phenotypes. T1-weighted and resting-state functional MRI data were acquired from 32 young adults of mothers who were pregnant during, or within 3 months of, the 1998 Quebec ice storm. Their broad autism phenotype (BAP) was self-reported, including aloof personality, pragmatic language impairment and rigid personality. This sample has a wide range of scores on the BAP Questionnaire. Volumes of the amygdala nuclei and hippocampal subfields were calculated. Seed-to-voxel analysis was applied to examine functional connectivity of the amygdala nuclei and hippocampal subfields with the rest of the brain, and linear regressions were implemented to examine associations of volume and functional connectivity with the three autism phenotypes. We found that 1) pragmatic language impairment was associated with increased right medial amygdala volume; 2) rigid personality was associated with decreased left hippocampal cornu ammonis (CA)1 volume; 3) pragmatic language impairment was associated with decreased left hippocampal CA1 connectivity with the supplementary motor area, and increased right hippocampal CA4 connectivity with the left putamen; and 4) rigid personality was associated with increased right central amygdala connectivity with the left inferior lateral occipital cortex (LOC); and increased left hippocampal CA3 connectivity with the right superior parietal lobule, increased right hippocampal CA4 connectivity with the left superior LOC, and increased right hippocampal dentate gyrus connectivity with the left superior LOC. In contrast, we found no associations with aloof 3 personality. Our results suggest that, within a sample exposed to PNMS, amygdala and hippocampal structure and function contribute differently to two different autistic-like characteristics, with amygdala volume and hippocampus-motor connectivity explaining variance in communication impairment, and with hippocampal volume, amygdala- and hippocampussensory connectivity sharing the common mechanism in rigid behaviors. Given these links between brain and autistic-like traits, future research should determine the extent to which brain volumes and connectivity mediate associations between PNMS and autistic-like traits in young adulthood.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".