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| Status |
Public on Dec 31, 2024 |
| Title |
Endogenous fine-mapping of functional regulatory elements in complex genetic loci in HAP1 [ATAC-seq] |
| Organism |
Homo sapiens |
| Experiment type |
Genome binding/occupancy profiling by high throughput sequencing
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| Summary |
The majority of genetic loci linked to polygenic complex traits are found in non-coding regions of the human genome. These loci often exhibit complex gene regulatory relationships and linkage disequilibrium (LD) configurations, making it challenging to accurately identify causal variants and their target genes. We used multiplexed single-cell CRISPR interference and activation perturbations to investigate cis-regulatory element (CRE) and target gene expression relationships within tight LD in the endogenous chromatin context. We demonstrated the prevalence of multiple causality in perfect LD (pLD) for independent expression quantitative trait locus (eQTL) and uncovered fine-grained genetic effects on gene expression within pLD, which are difficult to decipher using traditional eQTL fine-mapping or existing computational methods. We found that over one third of the causal CREs lack classical epigenetic markers, and we functionally validated one of these hidden regulatory mechanisms. Leveraging Multiome single-cell epigenetic and sequence perturbations, we highlighted the regulatory plasticity of the human genome. Our study will guide the exploration of missing causal mechanisms in molecular trait formation and disease development.
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| Overall design |
Nine scRNA-seq datasets under varying multiplicity-of-infection (MOI) conditions, three single-cell multiome datasets (ATAC + Gene Expression) from modified HAP1 clones(dCas9-KRAB-blast, dCAS9-VP64-blast and Cas9-blast stably expressed HAP1 clones), four ATAC-seq datasets from wild-type and CRISPR-edited HAP1 cells(64bp deletion, 17bp deletion and CRISPRi around rs73156934-tagged cis-regulate element(CRE)), six CUT&TAG histone modification datasets and 1 Micro-C dataset from wild-type HAP1 cells, and three 4C-seq datasets for validating CRE-gene regulatory relationships in HAP1 cells.
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| Contributor(s) |
Zhao K, Zhou Y, JunLi M |
| Citation missing |
Has this study been published? Please login to update or notify GEO. |
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| Submission date |
Dec 27, 2024 |
| Last update date |
Jan 09, 2025 |
| Contact name |
Ke Zhao |
| E-mail(s) |
zk8584918@gmail.com
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| Organization name |
Tianjin Medical University
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| Street address |
Qixiangtai Road, No.22
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| City |
Tianjin |
| ZIP/Postal code |
05000 |
| Country |
China |
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| Platforms (1) |
| GPL24676 |
Illumina NovaSeq 6000 (Homo sapiens) |
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| Samples (5)
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| GSM8702781 |
HAP1,wild-type,ATAC |
| GSM8702782 |
HAP1-KRAB, non-targeting control (NTC) sgRNA, ATAC-seq |
| GSM8702783 |
HAP1-KRAB, sgRNA targeted rs73156934-tagged CRE, ATAC-seq |
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| This SubSeries is part of SuperSeries: |
| GSE286226 |
Endogenous fine-mapping of functional regulatory elements in complex genetic loci in HAP1 |
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| Relations |
| BioProject |
PRJNA1203669 |
| Supplementary file |
Size |
Download |
File type/resource |
| GSE285458_RAW.tar |
1.1 Gb |
(http)(custom) |
TAR (of BIGWIG) |
SRA Run Selector |
| Raw data are available in SRA |
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