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Series GSE251756 Query DataSets for GSE251756
Status Public on Sep 01, 2024
Title Cell and state-specific eQTL analysis in human endometrial mesenchymal cells uncovers candidate susceptibility genes for reproductive diseases and traits
Organism Homo sapiens
Experiment type Expression profiling by high throughput sequencing
Summary The functional consequence of genetic variants and how they contribute to disease remains elusive. Studying genetic variants in disease-relevant cells captures variations in effects in cell types and states. The endometrium is a heterogenic tissue with critical reproduction roles considered complex genetic traits. We assessed the association between genetic variants and gene expression in purified endometrial mesenchymal cells using both bulk and single-cell RNA-sequencing data from patients with endometria-driven reproductive disorders. We compared these to those identified in whole endometrium and to reproductive disease-associated genetic loci. We identified cis-eQTLs for 947 unique eGenes in isolated endometrial mesenchymal cells of which 50% had not previously been identified in whole endometrium. Single-cell RNA-sequencing data stratifying by differentiation state we found a further 25 and 26 unique eGenes in stem and mature mesenchymal cells respectively. Comparison with reproductive disease-associated variants identified overlaps with COG6 and AC012313.10 with age of menarche and HELB with age of menopause. Summary Mendelian Randomisation (SMR) identified potential causal effects of RPS2 on age of menarche and KANSLI on age at first birth, as well as a mesenchymal stem cell state-specific influence of GATD3A on uterine fibroid formation. Identifying functional consequences of genetic variants critical to disease can be enhanced with disease-relevant, purified cells. We provide evidence for critical roles for COG6 and HELB in age-related traits of reproduction and a causal role for GATD3A on uterine fibroid formation during early cell development supporting that genetic influences on early stem cell state and subsequent differentiation can contribute to disease pathology.
 
Overall design Endometrial stromal cells were isolated from endometrial biopsies and cultured. RNA was extracted from the cultured primary cells and RNA-sequencing perofrmed.
 
Contributor(s) McKinnon B, Mortlock S, Lukowski S, Crawford J, Mueller M, Montgomery G
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Submission date Dec 20, 2023
Last update date Sep 01, 2024
Contact name Sally Mortlock
E-mail(s) s.mortlock@imb.uq.edu.au
Organization name University of Queensland
Department Institute for Molecular Bioscience
Street address Institute for Molecular Bioscience, 306 Carmody Rd
City St Lucia
State/province QLD
ZIP/Postal code 4072
Country Australia
 
Platforms (1)
GPL20301 Illumina HiSeq 4000 (Homo sapiens)
Samples (59)
GSM7987384 Endometrial stromal cells from ESC_1
GSM7987385 Endometrial stromal cells from ESC_2
GSM7987386 Endometrial stromal cells from ESC_3
Relations
BioProject PRJNA1055169

Download family Format
SOFT formatted family file(s) SOFTHelp
MINiML formatted family file(s) MINiMLHelp
Series Matrix File(s) TXTHelp

Supplementary file Size Download File type/resource
GSE251756_Raw_ESC_Gene_Counts.csv.gz 1.6 Mb (ftp)(http) CSV
GSE251756_TMM_Log_Filtered_ESC_Gene_Counts.csv.gz 3.7 Mb (ftp)(http) CSV
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Raw data are available in SRA

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