21Autism typically presents with a highly heterogeneous set of features, including frequent 22we found that individuals with de novo LGD variants (IQ=77.7, p=0.031, Whitney test) or pathogenic CNVs (IQ=76.3, p=0.002) had a significant decrease in IQ scores 65 compared with individuals without such variants (IQ=82.3) ( Figure 1A). However, no 66 differences in autism severity, measured using SRS T-scores, were observed between groups of 67 individuals with and without pathogenic variants (p=0.104 for LGD variants and 0.963 for 68 CNVs) ( Figure 1A). This suggests that pathogenic variants in general contribute to ID 69 independent of autism severity, although this could also be due to an ascertainment bias in the 70 SSC cohort towards individuals with severe autism. 71We further identified individuals carrying de novo LGD variants in 173 autism-associated 72 genes, defined as genes with recurrent de novo variants reported in multiple databases of 73 manifesting ID among individuals with autism (p=0.035, 95% confidence interval 1.03-2.26), 96 and pathogenic CNVs similarly conferred a 1.92-fold increased risk for co-occurrence of ID 97 among individuals with autism (p=0.099, 95% CI 0.88-4.18). We replicated these observations 98 by analyzing an additional combined cohort of 2,357 individuals from both the SSC and the 99 Autism Sequencing Collection 18 . Here, individuals with autism and ID had a significantly higher 100 rate (p=3.04×10 -6 , one-tailed Student's t-test) of de novo variants in genes intolerant to variation, 101as measured by probability of Loss-of-function Intolerant (pLI) score >0.9 (70/643, 10.8%), than 102 individuals manifesting autism but not ID (114/1747, 6.65%). We also found that only 3/397 BrainSpan Atlas 21 , using the Specific-Expression Analysis (SEA) online tool 22 . While autism 126 genes were enriched for specific expression in the cortex (p=3.13×10 -4 , Fisher's Exact test with 127Benjamini-Hochsberg correction) and cerebellum (p=0.020) during early fetal development 22 , 128 genes with de novo LGD variants in high-functioning autism individuals were not enriched for 129 any specific expression patterns in the developing brain (Figure 2B). Furthermore, mouse 130 models of genes identified in individuals with high-functioning autism, whose phenotypic data 131 were obtained from the Mouse Genome Informatics database 24 , were significantly less likely to 132 manifest nervous system (p=4.90×10 -3 , one-tailed Fisher's Exact test with Benjamini-Hochsberg 133 correction) and behavioral/neurological (p=0.037) phenotypes than mouse models of reported 223 224 5. Fischbach, G.D., and Lord, C. (2010). The Simons Simplex Collection: A Resource for 225