Genetic heterogeneity in autism spectrum disorder (ASD) complicates the identification of shared molecular pathways amenable to therapeutic intervention. Here, we perform a CRISPRi Perturb-seq screen targeting 1,408 ASD risk genes in human embryonic stem cell-derived immature cortical neurons and profile the resulting transcriptomic effects by single-cell RNA sequencing. We identify 215 ASD risk genes whose repression induces significant global transcriptomic dysregulation. Leveraging this functional atlas, we characterize candidate genes based on transcriptional similarity to established ASD hub genes. We identify gene programs recurrently dysregulated across perturbations, anchored by processes governing microtubule dynamics, neuron differentiation, cell migration, and transmembrane transport. We further identify CHAMP1 as a previously unrecognized regulator of Wnt signaling and define specific ASD risk genes that modulate the rate of cortical neuron differentiation. Analysis of differentially expressed genes reveals both convergent and perturbation-specific downstream transcriptional responses. Together, these findings provide a multilevel map of transcriptomic convergence in ASD and establish a framework for identifying both pathway-level and genotype-specific therapeutic strategies.
Mammalian genomes encode multiple transposable element (TE) silencing pathways that distinguish their targets through different molecular features, with KRAB zinc finger proteins recognizing DNA sequence, the HUSH complex sensing intronless transcripts, and the PIWI–piRNA pathway using small RNA guides. How chromatin state itself contributes to TE recognition remains less defined. Here we identify Spindlin1 (SPIN1), a three-Tudor-domain histone reader implicated in germline piRNA-directed DNA methylation, as a transcriptional repressor of evolutionarily young TEs in mouse embryonic stem cells. SPIN1 selectively binds LINE and ERV loci carrying H3K4me3 and H3K9me3, a chromatin signature enriched at young, transcription-permissive elements, and recognition of these marks by Tudor domains 1 and 2 is required for TE targeting. SPIN1 engages SPINDOC as a Tudor 1 and 3-dependent cofactor whose loss phenocopies SPIN1 depletion, and associates with the H3K9 methyltransferases SETDB1 and G9a. SPIN1 loss reduces H3K9me3 and is accompanied by increased chromatin accessibility, without altering DNA methylation. Thus, SPIN1 uses a histone-state-based mechanism to identify and repress young TEs in pluripotent cells, mechanistically distinct from its germline mode in which SPIN1 cooperates with the PIWI–piRNA pathway to promote DNA methylation, illustrating how a single histone reader engages distinct silencing machineries across cellular contexts.
