Back

Intellectual disability and cerebellar hypoplasia in autism reported by associative learning

Welsh, J. P.; Munson, J.; St. John, T.; Meehan, C. N.; Tran, E.; Begay, K. K.; Dager, S. R.; Estes, A. M.

2021-03-28 neurology
10.1101/2021.03.26.21254368 medRxiv
Show abstract

ObjectiveTo determine how impairments in associative learning in autism spectrum disorder (ASD) relate to intellectual disability (ID) and early-childhood cerebellar hypoplasia. MethodsTrace and long-delay eye blink conditioning (EBC) were performed in 62 children age 11.2 years having: 1) ASD with ID (ASD+ID); 2) ASD without ID (ASD-noID); or 3) typical development (TD). The sub-second timing of conditioned eye-blink responses (CRs) acquired to a tone paired with a corneal air puff was related to brain structure at age 2 years and clinical measures across ages 2-12 years. Because CR timing is influenced strongly by cerebellar function, EBC was used to test hypotheses relating cerebellar hypoplasia to ASD. ResultsChildren with ASD+ID showed early-onset CRs during trace EBC that were related to early-childhood hypoplasia of the cerebellum but not of the cerebral cortex, hippocampus, or amygdala. Children with ASD-noID showed early-onset CRs only during long-delay EBC without cerebellar hypoplasia. Using EBC measures, logistic regression detected ASD with 81% sensitivity and 79% specificity while linear discriminant analysis separated ASD subgroups based on ID but not ASD severity. MRI of additional 2-year-olds with ASD indicated that early-onset CRs during trace EBC revealed ASD+ID more readily than cerebellar hypoplasia, per se. ConclusionsEarly-childhood cerebellar hypoplasia occurs in children with ASD+ID that demonstrate early-onset CRs during trace EBC. Trace EBC reveals the relationship between cerebellar hypoplasia and ASD+ID likely by engaging cerebro-cerebellar circuits involved in intellect. We emphasize that the cerebellum optimizes sensory-motor processing at sub-second intervals, impairments of which may contribute to ID.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
Autism Research
32 papers in training set
Top 0.1%
19.1%
2
Journal of Neurodevelopmental Disorders
15 papers in training set
Top 0.1%
14.1%
3
NeuroImage: Clinical
132 papers in training set
Top 0.4%
9.0%
4
Journal of Autism and Developmental Disorders
12 papers in training set
Top 0.1%
6.3%
5
Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
62 papers in training set
Top 0.2%
6.2%
50% of probability mass above
6
Frontiers in Integrative Neuroscience
12 papers in training set
Top 0.1%
4.8%
7
Progress in Neuro-Psychopharmacology and Biological Psychiatry
36 papers in training set
Top 0.1%
3.9%
8
Biological Psychiatry Global Open Science
54 papers in training set
Top 0.2%
3.5%
9
Neuroscience & Biobehavioral Reviews
43 papers in training set
Top 0.2%
2.4%
10
Molecular Autism
29 papers in training set
Top 0.3%
1.9%
11
Biological Psychiatry
119 papers in training set
Top 2%
1.6%
12
PLOS ONE
4510 papers in training set
Top 56%
1.6%
13
Epilepsia
49 papers in training set
Top 0.5%
1.5%
14
Translational Psychiatry
219 papers in training set
Top 3%
1.2%
15
The Journal of Pediatrics
15 papers in training set
Top 0.5%
1.2%
16
Brain Sciences
52 papers in training set
Top 1%
1.2%
17
Scientific Reports
3102 papers in training set
Top 67%
1.2%
18
Cortex
102 papers in training set
Top 0.4%
0.9%
19
Journal of Child Psychology and Psychiatry
25 papers in training set
Top 0.3%
0.8%
20
Frontiers in Neuroscience
223 papers in training set
Top 8%
0.7%
21
Human Brain Mapping
295 papers in training set
Top 5%
0.7%
22
Frontiers in Psychiatry
83 papers in training set
Top 3%
0.7%
23
Annals of Neurology
57 papers in training set
Top 2%
0.6%