Study / S3ILXQQEW2023-11-03

A Massively Parallel Screen of 5′UTR Mutations Identifies Variants Impacting Translation and Protein Production in Neurodevelopmental Disorder Genes

Stephen P. Plassmeyer, Colin P. Florian, Michael J. Kasper, Rebecca Chase, Shayna Mueller et al.

About this study

De novo mutations cause a variety of neurodevelopmental disorders including autism. Recent whole genome sequencing from individuals with autism has shown that many de novo mutations also occur in untranslated regions (UTRs) of genes, but it is difficult to predict from sequence alone which mutations are functional, let alone causal. Therefore, we developed a high throughput assay to screen the transcriptional and translational effects of 997 variants from 5′UTR patient mutations. This assay successfully enriched for elements that alter reporter translation, identifying over 100 potentially functional mutations from probands. Studies in patient-derived cell lines further confirmed that these mutations can alter protein production in individuals with autism, and some variants fall in genes known to cause syndromic forms of autism, suggesting a diagnosis for these individual patients. Since UTR function varies by cell type, we further optimized this high throughput assay to enable assessment of mutations in neurons in vivo. First, comparing in cellulo to in vivo results, we demonstrate neurons have different principles of regulation by 5′UTRs, consistent with a more robust mechanism for reducing the impact of RNA secondary structure. Finally, we discovered patient mutations specifically altering the translational activity of additional known syndromic genes LRRC4 and ZNF644 in neurons of the brain. Overall our results highlight a new approach for assessing the impact of 5′UTR mutations across cell types and suggest that some cases of neurodevelopmental disorder may be caused by such variants.

Full author list & citation

Stephen P. Plassmeyer, Colin P. Florian, Michael J. Kasper, Rebecca Chase, Shayna Mueller, Yating Liu, Kelli McFarland White, Courtney F. Jungers, Slavica Pavlovic Djuranovic, Sergej Djuranovic, Joseph D. Dougherty. A Massively Parallel Screen of 5′UTR Mutations Identifies Variants Impacting Translation and Protein Production in Neurodevelopmental Disorder Genes. 2023-11-03. https://doi.org/10.1101/2023.11.02.23297961

Experiments 3

E5LHJ5567

AAV9 in vivo 5′UTR MPRA in CreOFF cortical cells

The same neonatal AAV9 reporter libraries were assayed with the non-inverted RT primer cassette to measure transduced, non-Cre-expressing cortical cells. DNA, input RNA, and polysome-associated RNA were used for allele-specific transcript-abundance and translation comparisons.

AAV-MPRA / in vivo MPRAMouse
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E7ASSFYN1

HEK293 5′UTR variant translation MPRA

An episomal pooled 5′UTR reporter library containing 1,507 allelic pairs and 32,990 barcoded constructs was transiently transfected into HEK293 cells. Barcode UMI counts from DNA, total RNA, 40S, 80S, polysome, and TRAP-associated fractions were used to estimate allele effects on transcript abundance and translation.

5′ UTR / Translation Efficiency MPRA (MPTA)Human
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E98JJGR1Z

AAV9 in vivo 5′UTR MPRA in CreON glutamatergic cortical neurons

Approximately 500 allelic reporter pairs per AAV sublibrary were delivered to neonatal mouse cortex and assayed at postnatal day 21. Cre-dependent primer inversion selectively captured reporter RNA from Vglut-positive glutamatergic neurons, and input, DNA, monosome/80S, and polysome fractions were used to quantify allele-dependent translation effects.

AAV-MPRA / in vivo MPRAMouse
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Raw source data 31 files

Original supplemental and deposited inputs retained for this study. Download files individually or together as a ZIP; nested folders are preserved. Source reuse terms apply, and sequencing reads may be omitted.

Download all 31 files (ZIP)author_results/invitro/allelic_test_40Sv80S_results.csvauthor_results/invitro/allelic_test_40SvTotalRNA_results.csvauthor_results/invitro/allelic_test_80SvPolysome_results.csvauthor_results/invitro/allelic_test_80SvTotalRNA_results.csvauthor_results/invitro/allelic_test_PolysomevTotalRNA_results.csvauthor_results/invitro/allelic_test_TotalRNAvgDNA_results.csvauthor_results/invivo/allelic_test_IvD_JD487_CreF_results.csvauthor_results/invivo/allelic_test_IvD_JD487_CreN_results.csvauthor_results/invivo/allelic_test_IvD_JD488_CreF_results.csvauthor_results/invivo/allelic_test_IvD_JD488_CreN_results.csvauthor_results/invivo/allelic_test_IvD_JD489_CreF_results.csvauthor_results/invivo/allelic_test_IvD_JD489_CreN_results.csvauthor_results/invivo/allelic_test_MvI_JD487_CreN_results.csvauthor_results/invivo/allelic_test_MvI_JD488_CreN_results.csvauthor_results/invivo/allelic_test_MvI_JD489_CreN_results.csvauthor_results/invivo/allelic_test_MvP_JD487_CreN_results.csvauthor_results/invivo/allelic_test_MvP_JD488_CreN_results.csvauthor_results/invivo/allelic_test_MvP_JD489_CreN_results.csvauthor_results/invivo/allelic_test_PvI_JD487_CreF_results.csvauthor_results/invivo/allelic_test_PvI_JD487_CreN_results.csvauthor_results/invivo/allelic_test_PvI_JD488_CreF_results.csvauthor_results/invivo/allelic_test_PvI_JD488_CreN_results.csvauthor_results/invivo/allelic_test_PvI_JD489_CreF_results.csvauthor_results/invivo/allelic_test_PvI_JD489_CreN_results.csvFivePrime_Final_Oligos_01132020.csvfull_annotated_variant_information_04132021.csv.gzGSE246381_family.soft.gzGSE246381_hek_combined_umi_counts.csv.gzGSE246381_vglut_combined_umi_counts.csv.gzREADME.txtsample_index_labels_04082021.csv

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