HCA Data Explorer

Single-cell sequencing reveals novel cellular heterogeneity in uterine leiomyomas.

Updated April 4, 2023

Study questionWhat are the cellular composition and single-cell transcriptomic differences between myometrium and leiomyomas as defined by single-cell RNA sequencing?Summary answerWe discovered cellular heterogeneity in smooth muscle cells (SMCs), fibroblast and endothelial cell populations in both myometrium and leiomyoma tissues.What is known alreadyPrevious studies have shown the presence of SMCs, fibroblasts, endothelial cells and immune cells in myometrium and leiomyomas. However, there is no information on the cellular heterogeneity in these tissues and the transcriptomic differences at the single-cell level between these tissues.Study design, size, durationWe collected five leiomyoma and five myometrium samples from a total of eight patients undergoing hysterectomy. We then performed single-cell RNA sequencing to generate a cell atlas for both tissues. We utilized our single-cell sequencing data to define cell types, compare cell types by tissue type (leiomyoma versus myometrium) and determine the transcriptional changes at a single-cell resolution between leiomyomas and myometrium. Additionally, we performed MED12-variant analysis at the single-cell level to determine the genotype heterogeneity within leiomyomas.Participants/materials, setting, methodsWe collected five MED12-variant positive leiomyomas and five myometrium samples from a total of eight patients. We then performed single-cell RNA sequencing on freshly isolated single-cell preparations. Histopathological assessment confirmed the identity of the samples. Sanger sequencing was performed to confirm the presence of the MED12 variant in leiomyomas.Main results and role of chanceOur data revealed previously unknown heterogeneity in the SMC, fibroblast cell and endothelial cell populations of myometrium and leiomyomas. We discovered the presence of two different lymphatic endothelial cell populations specific to uterine leiomyomas. We showed that both myometrium and MED12-variant leiomyomas are relatively similar in cellular composition but differ in cellular transcriptomic profiles. We found that fibroblasts influence the leiomyoma microenvironment through their interactions with endothelial cells, immune cells and SMCs. Variant analysis at the single-cell level revealed the presence of both MED12 variants as well as the wild-type MED12 allele in SMCs of leiomyomatous tissue. These results indicate genotype heterogeneity of cellular composition within leiomyomas.Large scale dataThe datasets are available in the NCBI Gene Expression Omnibus (GEO) using GSE162122.Limitations, reasons for cautionOur study focused on MED12-variant positive leiomyomas for single-cell RNA sequencing analyses. Leiomyomas carrying other genetic rearrangements may differ in their cellular composition and transcriptomic profiles.Wider implications for the findingsOur study provides a cellular atlas for myometrium and MED12-variant positive leiomyomas as defined by single-cell RNA sequencing. Our analysis provides significant insight into the differences between myometrium and leiomyomas at the single-cell level and reveals hitherto unknown genetic heterogeneity in multiple cell types within human leiomyomas. Our results will be important for future studies into the origin and growth of human leiomyomas.Study funding/competing interest(s)This work was supported by funding from the National Institute of Child Health and Human Development (HD098580 and HD088629). The authors declare no competing interests.

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Jyoti Goad1
Joshua Rudolph2
Mehrdad Zandigohar3
Matthew Tae1
Yang Dai3
Jian-Jun Wei4
Serdar E Bulun5
Debabrata Chakravarti5
Aleksandar Rajkovic1
1Department of Pathology, University of California, San Francisco, CA, USA.
2Department of Medicine, Lung Biology Center, University of California, San Francisco, CA, USA.
3Department of Biomedical Engineering, University of Illinois at Chicago, Chicago, IL, USA.
4Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
5Division of Reproductive Sciences in Medicine, Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
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To reference this project, please use the following link:

https://explore.data.humancellatlas.dev.clevercanary.com/projects/aa55000c-0168-48d8-9026-2d3a76ec8af3
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GEO Series Accessions:

Atlas

None

Analysis Portals

None

Project Label

normMyometriumAtlasAndLeiomyoma

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

uterus

Organ Part

myometrium

Selected Cell Types

Unspecified

Disease Status (Specimen)

2 disease statuses

Disease Status (Donor)

leiomyoma

Development Stage

human adult stage

Library Construction Method

10x 5' v2

Nucleic Acid Source

single cell

Paired End

false

Analysis Protocol

analysis_protocol_1

File Format

3 file formats

Cell Count Estimate

Unspecified

Donor Count

8
fastq.gz117 file(s)tar1 file(s)xlsx1 file(s)