Integrative functional genomic analyses identify genetic variants influencing skin pigmentation in Africans [HiChIP & Hi-C]
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA1046106 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR26974412_1.fastq.gz | Fastqsanger.gz | |||
| SRR26974412_2.fastq.gz | Fastqsanger.gz | |||
| SRR26974413_1.fastq.gz | Fastqsanger.gz | |||
| SRR26974413_2.fastq.gz | Fastqsanger.gz | |||
| SRR26974414_1.fastq.gz | Fastqsanger.gz |
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Project description:Skin color is highly variable in Africans, yet little is known about the underlying molecular mechanism. We identified 1,157 candidate variants influencing skin pigmentation in indigenous Africans by genome-wide association studies and scans of natural selection based on differentiation in allele frequencies between lightly pigmented southern African Khoesan populations and other darkly pigmented African populations. We applied massively parallel reporter and chromosome conformation capture assays to identify novel regulatory variants and their target genes related to skin pigmentation in melanocytic cells. We identified 165 SNPs showing strong differential regulatory activities between alleles. Combining CRISPR-mediated genome editing, transcriptome profiling and melanin assays, we identified causal regulatory variants impacting pigmentation near MFSD12/HMG20B, MITF, OCA2, and DDB1/CYB561A3/TMEM138. We identified CYB561A3 as a novel gene regulating pigmentation by impacting genes involved in oxidative phosphorylation and melanogenesis. Our results broaden our understanding of the genetic basis of human skin color diversity and human adaptation. To decipher the target genes of the MFVs, we performed Hi-C and H3K27ac HiChIP assays in MNT1 cells. Hi-C is a high-throughput method for detecting chromatin interactions at whole genome scale and is often used to identify topologically associating domains (TADs) in the nucleus. H3K27ac HiChIP can identify chromatin interactions enriched for H3K27ac, a histone modification associated with active promoters and enhancers. We performed bridge linker mediated Hi-C and H3K27ac HiChIP using double (Hae3_Alu1) as well as single (Hae3) enzyme digestion in MNT-1 cells.
2023-11-30 | GSE248849 | GEO
Project description:Skin color is highly variable in Africans, yet little is known about the underlying molecular mechanism. Here we applied massively parallel reporter assays to screen 1,157 candidate variants influencing skin pigmentation in Africans and identified 165 single-nucleotide polymorphisms showing differential regulatory activities between alleles. We combine Hi-C, genome editing and melanin assays to identify regulatory elements for MFSD12, HMG20B, OCA2, MITF, LEF1, TRPS1, BLOC1S6 and CYB561A3 that impact melanin levels in vitro and modulate human skin color. We found that independent mutations in an OCA2 enhancer contribute to the evolution of human skin color diversity and detect signals of local adaptation at enhancers of MITF, LEF1 and TRPS1, which may contribute to the light skin color of Khoesan-speaking populations from Southern Africa. Additionally, we identified CYB561A3 as a novel pigmentation regulator that impacts genes involved in oxidative phosphorylation and melanogenesis. These results provide insights into the mechanisms underlying human skin color diversity and adaptive evolution.
2023-08-11 | GSE240717 | GEO
Project description:Skin color is highly variable in Africans, yet little is known about the underlying molecular mechanism. We identified 1,157 candidate variants influencing skin pigmentation in indigenous Africans by genome-wide association studies and scans of natural selection based on differentiation in allele frequencies between lightly pigmented southern African Khoesan populations and other darkly pigmented African populations. We applied massively parallel reporter and chromosome conformation capture assays to identify novel regulatory variants and their target genes related to skin pigmentation in melanocytic cells. We identified 165 SNPs showing strong differential regulatory activities between alleles. Combining CRISPR-mediated genome editing, transcriptome profiling and melanin assays, we identified causal regulatory variants impacting pigmentation near MFSD12/HMG20B, MITF, OCA2, and DDB1/CYB561A3/TMEM138. We identified CYB561A3 as a novel gene regulating pigmentation by impacting genes involved in oxidative phosphorylation and melanogenesis. Our results broaden our understanding of the genetic basis of human skin color diversity and human adaptation. To test the role of candidate enhancers and variants in skin pigmentation, we performed CRISPR inhibition or knockout of enhancers containing the functional variants identified by MPRA in melanocytic cells. Then, we performed gene expression profiling analysis using data obtained from RNA-seq of these CRISPR-edited cells. We also performed RNA-seq using CYB561A3-koncout MNT1 cells or CYB561A3-overexpressing MNT1 cells
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Project description:Skin color is highly variable in Africans, yet little is known about the underlying molecular mechanism. We identified 1,157 candidate variants influencing skin pigmentation in indigenous Africans by genome-wide association studies and scans of natural selection based on differentiation in allele frequencies between lightly pigmented southern African Khoesan populations and other darkly pigmented African populations. We applied massively parallel reporter and chromosome conformation capture assays to identify novel regulatory variants and their target genes related to skin pigmentation in melanocytic cells. We identified 165 SNPs showing strong differential regulatory activities between alleles. Combining CRISPR-mediated genome editing, transcriptome profiling and melanin assays, we identified causal regulatory variants impacting pigmentation near MFSD12/HMG20B, MITF, OCA2, and DDB1/CYB561A3/TMEM138. We identified CYB561A3 as a novel gene regulating pigmentation by impacting genes involved in oxidative phosphorylation and melanogenesis. Our results broaden our understanding of the genetic basis of human skin color diversity and human adaptation. To identify candidate enhancers and regulatory regions in skin pigmentation, we performed CUT&RUN and ATAC assays in two melanocytic cell lines (MNT-1 and WM88). We used the darkly pigmented MNT-1 cell line because it is widely used for studying skin pigmentation and it has a transcription pattern similar to normal melanocytes. We used the WM88 cell line because the cells are lightly pigmented and may have a different trans-environment (e.g., different levels of transcription factors and open chromatin regions) compared with MNT-1 cells. To identify regulatory regions in MNT-1 cells, we conducted CUT&RUN assays using antibodies against H3K4me3, H3K27ac, MITF and SOX10. We further performed ATAC-seq in both MNT-1 and WM88 cells to identify open chromatin regions.
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Project description:Integrative functional genomic analyses identify genetic variants influencing skin pigmentation in Africans
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Project description:Integrative functional genomic analyses identify novel genetic variants influencing skin pigmentation in indigenous Africans [RNA-seq]
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Project description:Integrative functional genomic analyses identify novel genetic variants influencing skin pigmentation in indigenous Africans [Cut&Run, ATAC-seq]
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Project description:Cellular homeostasis is an outcome of complex interacting processes with nonlinear feedbacks that span spatiotemporal scales. Skin tanning is one such dynamic response that maintains genome integrity of epidermal cells. While pathways underlying hyperpigmentation cascade are recognized, negative feedback regulatory loops that can dampen the activated melanogenesis process are not completely understood. By designing a pigmentation oscillator, in this study we delineate the role of interferon gamma (IFN-γ) signaling in skin pigmentation homeostasis. IFN-γ signaling reversibly controls maturation of the key organelle melanosome by concerted regulation of several pigmentation genes. We show that this temporal effect is mediated through interferon regulatory factor-1 (IRF-1) independent of the central regulator microphthalmia-associated transcription factor (MITF). Chronic expression of IFN-γ in mouse and human skin shows hypopigmentation phenotype, further providing a strong support to the under-appreciated function of IFN-γ in skin pigmentation. Our studies thus reveal the hitherto missing link between immune system and pigmentation, which may have implications in depigmentary and malignant cutaneous disorders. there are 12 samples from two consecutive cycles of pigmentation oscillator, termed set 1 and set 2 analysis is performed wrt to day 0 of first cycle
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Project description:This microarray experiment was performed for identifying the signaling pathways that could be differentially regulated in response to changes in the pigmentation levels in human melanocytes. Melanocytes were either treated with pigmentation inducing agent or depigmenting compound targeting tyrosinase (key enzyme involved in the melanogenesis). The samples were then processed for analyzing the differentially regulated signaling pathway by performing microarray on agilent platform. The pathway enrichment analysis was executed on DAVID software. The plot has been generated using the average enrichment score for the pathways under similar category of function. Interestingly, along with the expected melanogenic and cAMP pathways, we observed differential regulation of Ca2+ signaling during pigmentation. We then performed several experiments for evaluating the contribution of cytoplasmic and endoplasmic reticulum (ER) Ca2+ homeostasis to pigmentation. After extensive studies in in vitro and in vivo pigmentation models, we demonstrate a critical role for ER Ca2+ sensor, STIM1 protein in the process of pigmentation. Taken together, we performed the microarray experiment for identifying potential pathways wherein Ca2+ homeostasis came out as one of the several hits. We then specifically studied cytoplasmic and endoplasmic reticulum (ER) Ca2+ homeostasis and identified a novel regulator of pigmentation based on several lines of evidences including in vivo model system
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