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一种基于细胞类型的孟德尔调控疾病中非编码变异提名框架。

A cell type-aware framework for nominating non-coding variants in Mendelian regulatory disorders.

机构信息

Department of Neurology, Boston Children's Hospital and Harvard Medical School, Boston, MA, USA.

Kirby Neurobiology Center, Boston Children's Hospital, Boston, MA, USA.

出版信息

Nat Commun. 2024 Sep 27;15(1):8268. doi: 10.1038/s41467-024-52463-7.

DOI:10.1038/s41467-024-52463-7
PMID:39333082
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11436875/
Abstract

Unsolved Mendelian cases often lack obvious pathogenic coding variants, suggesting potential non-coding etiologies. Here, we present a single cell multi-omic framework integrating embryonic mouse chromatin accessibility, histone modification, and gene expression assays to discover cranial motor neuron (cMN) cis-regulatory elements and subsequently nominate candidate non-coding variants in the congenital cranial dysinnervation disorders (CCDDs), a set of Mendelian disorders altering cMN development. We generate single cell epigenomic profiles for ~86,000 cMNs and related cell types, identifying ~250,000 accessible regulatory elements with cognate gene predictions for ~145,000 putative enhancers. We evaluate enhancer activity for 59 elements using an in vivo transgenic assay and validate 44 (75%), demonstrating that single cell accessibility can be a strong predictor of enhancer activity. Applying our cMN atlas to 899 whole genome sequences from 270 genetically unsolved CCDD pedigrees, we achieve significant reduction in our variant search space and nominate candidate variants predicted to regulate known CCDD disease genes MAFB, PHOX2A, CHN1, and EBF3 - as well as candidates in recurrently mutated enhancers through peak- and gene-centric allelic aggregation. This work delivers non-coding variant discoveries of relevance to CCDDs and a generalizable framework for nominating non-coding variants of potentially high functional impact in other Mendelian disorders.

摘要

未解决的孟德尔病例通常缺乏明显的致病编码变异,这表明可能存在非编码病因。在这里,我们提出了一个单细胞多组学框架,该框架整合了胚胎小鼠染色质可及性、组蛋白修饰和基因表达分析,以发现颅运动神经元 (cMN) 的顺式调控元件,并随后提名先天性颅神经发育障碍 (CCDDs) 的候选非编码变异,这是一组改变 cMN 发育的孟德尔疾病。我们生成了约 86000 个 cMN 和相关细胞类型的单细胞表观基因组图谱,确定了约 250000 个可及的调控元件,这些元件与约 145000 个潜在增强子的同源基因预测相关。我们使用体内转基因测定评估了 59 个元件的增强子活性,并验证了 44 个(75%),表明单细胞可及性可以是增强子活性的有力预测因子。将我们的 cMN 图谱应用于 270 个遗传上未解决的 CCDD 家系的 899 个全基因组序列,我们显著减少了我们的变异搜索空间,并提名候选变异,这些变异被预测可调节已知的 CCDD 疾病基因 MAFB、PHOX2A、CHN1 和 EBF3,以及在频繁突变的增强子中通过峰和基因中心等位基因聚集预测的候选基因。这项工作为 CCDD 提供了与非编码变异相关的发现,并为提名其他孟德尔疾病中具有潜在高功能影响的非编码变异提供了一个可推广的框架。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/170e/11436875/c8464a965f57/41467_2024_52463_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/170e/11436875/6b82bba0e401/41467_2024_52463_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/170e/11436875/bc5ec45ab3ab/41467_2024_52463_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/170e/11436875/78b2976a2317/41467_2024_52463_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/170e/11436875/42c69c514f57/41467_2024_52463_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/170e/11436875/c446119b0c0e/41467_2024_52463_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/170e/11436875/d209997fd146/41467_2024_52463_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/170e/11436875/c8464a965f57/41467_2024_52463_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/170e/11436875/6b82bba0e401/41467_2024_52463_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/170e/11436875/bc5ec45ab3ab/41467_2024_52463_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/170e/11436875/78b2976a2317/41467_2024_52463_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/170e/11436875/42c69c514f57/41467_2024_52463_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/170e/11436875/c446119b0c0e/41467_2024_52463_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/170e/11436875/d209997fd146/41467_2024_52463_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/170e/11436875/c8464a965f57/41467_2024_52463_Fig7_HTML.jpg

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2
Rare variation in non-coding regions with evolutionary signatures contributes to autism spectrum disorder risk.具有进化特征的非编码区域中的罕见变异导致自闭症谱系障碍风险增加。
Cell Genom. 2024 Aug 14;4(8):100609. doi: 10.1016/j.xgen.2024.100609. Epub 2024 Jul 16.
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A genomic mutational constraint map using variation in 76,156 human genomes.
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Nature. 2024 Jan;625(7993):92-100. doi: 10.1038/s41586-023-06045-0. Epub 2023 Dec 6.
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Noncoding variants alter GATA2 expression in rhombomere 4 motor neurons and cause dominant hereditary congenital facial paresis.非编码变异改变了 4 个菱形运动神经元中的 GATA2 表达,并导致显性遗传性先天性面肌无力。
Nat Genet. 2023 Jul;55(7):1149-1163. doi: 10.1038/s41588-023-01424-9. Epub 2023 Jun 29.
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High-coverage whole-genome sequencing of the expanded 1000 Genomes Project cohort including 602 trios.对扩展的 1000 基因组项目队列进行高覆盖率全基因组测序,包括 602 个三核苷酸重复序列。
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