Department of Pathology, University of California, San Francisco, CA, USA.
Department of Obstetrics, Gynecology and Reproductive Sciences, University of California, San Francisco, CA, USA.
Hum Reprod. 2022 Sep 30;37(10):2334-2349. doi: 10.1093/humrep/deac183.
What are the cellular composition and single-cell transcriptomic differences between myometrium and leiomyomas as defined by single-cell RNA sequencing?
We discovered cellular heterogeneity in smooth muscle cells (SMCs), fibroblast and endothelial cell populations in both myometrium and leiomyoma tissues.
Previous 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, DURATION: We 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, METHODS: We 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.
Our 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.
The datasets are available in the NCBI Gene Expression Omnibus (GEO) using GSE162122.
LIMITATIONS, REASONS FOR CAUTION: Our 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.
Our 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.
单细胞 RNA 测序如何定义平滑肌细胞(SMC)、成纤维细胞和血管内皮细胞在子宫肌层和肌瘤中的细胞组成和单细胞转录组学差异?
我们在平滑肌细胞(SMC)、成纤维细胞和血管内皮细胞群体中发现了平滑肌组织和肌瘤组织中的细胞异质性。
先前的研究表明,SMC、成纤维细胞、内皮细胞和免疫细胞存在于子宫肌层和肌瘤中。然而,关于这些组织的细胞异质性以及这些组织之间的单细胞水平转录组差异,目前还没有信息。
研究设计、规模、持续时间:我们从接受子宫切除术的 8 名患者中收集了 5 个肌瘤和 5 个子宫肌层样本。然后,我们进行了单细胞 RNA 测序,为这两种组织生成了细胞图谱。我们利用我们的单细胞测序数据来定义细胞类型,比较组织类型(肌瘤与子宫肌层)的细胞类型,并确定肌瘤和子宫肌层之间单细胞分辨率的转录变化。此外,我们在单细胞水平上进行了 MED12 变体分析,以确定肌瘤内的基因型异质性。
参与者/材料、设置、方法:我们从总共 8 名患者中收集了 5 个 MED12 变体阳性肌瘤和 5 个子宫肌层样本。然后,我们对新分离的单细胞制剂进行了单细胞 RNA 测序。组织病理学评估证实了样本的身份。Sanger 测序用于确认肌瘤中 MED12 变体的存在。
我们的数据揭示了子宫肌层和肌瘤的 SMC、成纤维细胞和内皮细胞群体中以前未知的异质性。我们发现了两种特定于子宫平滑肌瘤的不同淋巴管内皮细胞群体。我们表明,子宫肌层和 MED12 变体平滑肌瘤在细胞组成上相对相似,但在细胞转录组谱上存在差异。我们发现成纤维细胞通过与内皮细胞、免疫细胞和 SMC 的相互作用影响肌瘤微环境。单细胞水平的变体分析显示,在肌瘤组织的 SMC 中存在 MED12 变体和野生型 MED12 等位基因。这些结果表明肌瘤内细胞组成的基因型异质性。
该数据集可在 NCBI 基因表达综合数据库(GEO)中使用 GSE162122 获得。
局限性、谨慎的原因:我们的研究集中在用于单细胞 RNA 测序分析的 MED12 变体阳性肌瘤上。携带其他遗传重排的平滑肌瘤在细胞组成和转录组谱上可能存在差异。
我们的研究为子宫肌层和 MED12 变体阳性平滑肌瘤提供了单细胞 RNA 测序定义的细胞图谱。我们的分析提供了对子宫肌层和肌瘤在单细胞水平上的差异的重要见解,并揭示了人类平滑肌瘤中多个细胞类型中以前未知的遗传异质性。我们的研究结果对于未来人类平滑肌瘤起源和生长的研究将非常重要。
研究资金/竞争利益:这项工作得到了美国国立儿童健康与人类发展研究所(HD098580 和 HD088629)的资助。作者没有利益冲突。