Unraveling intratumoral complexity in metastatic dermatofibrosarcoma protuberans through single-cell RNA sequencing analysis

被引:3
|
作者
Ge, Ling-Ling [1 ]
Wang, Zhi-Chao [1 ]
Wei, Cheng-Jiang [1 ]
Huang, Jing-Xuan [1 ]
Liu, Jun [1 ]
Gu, Yi-Hui [1 ]
Wang, Wei [1 ]
Li, Qing-Feng [1 ]
机构
[1] Shanghai Jiao Tong Univ, Shanghai Peoples Hosp 9, Sch Med, Dept Plast & Reconstruct Surg, 639 Zhizaoju Rd, Shanghai 200011, Peoples R China
基金
上海市自然科学基金; 中国国家自然科学基金;
关键词
Dermatofibrosarcoma protuberans; Metastasis; Single-cell RNA sequencing analysis; Intratumoral heterogeneity; TUMOR-METASTASIS; METABOLISM; EXPRESSION; GENETICS; NESTIN;
D O I
10.1007/s00262-023-03577-2
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Dermatofibrosarcoma protuberans (DFSP) stands as a rare and locally aggressive soft tissue tumor, characterized by intricated molecular alterations. The imperative to unravel the complexities of intratumor heterogeneity underscores effective clinical management. Herein, we harnessed single-cell RNA sequencing (scRNA-seq) to conduct a comprehensive analysis encompassing samples from primary sites, satellite foci, and lymph node metastases. Rigorous preprocessing of raw scRNA-seq data ensued, and employing t-distributed stochastic neighbor embedding (tSNE) analysis, we unveiled seven major cell populations and fifteen distinct subpopulations. Malignant cell subpopulations were delineated using infercnv for copy number variation calculations. Functional and metabolic variations of diverse malignant cell populations across samples were deciphered utilizing GSVA and the scMetabolism R packages. Additionally, the exploration of differentiation trajectories within diverse fibroblast subpopulations was orchestrated through pseudotime trajectory analyses employing CytoTRACE and Monocle2, and further bolstered by GO analyses to elucidate the functional disparities across distinct differentiation states. In parallel, we segmented the cellular components of the immune microenvironment and verified the presence of SPP1+ macrophage, which constituted the major constituent in lymph node metastases. Remarkably, the CellChat facilitated a comprehensive intercellular communication analysis. This study culminates in an all-encompassing single-cell transcriptome atlas, propounding novel insights into the multifaceted nature of intratumor heterogeneity and fundamental molecular mechanisms propelling metastatic DFSP.
引用
收藏
页码:4415 / 4429
页数:15
相关论文
共 50 条
  • [21] Dissecting human gliomas by single-cell RNA sequencing
    Tirosh, Itay
    Suva, Mario L.
    NEURO-ONCOLOGY, 2018, 20 (01) : 37 - 43
  • [22] Single-cell RNA sequencing in juvenile idiopathic arthritis
    Luo, Xiwen
    Tang, Xuemei
    GENES & DISEASES, 2024, 11 (02) : 633 - 644
  • [23] Neuroendocrinology of the lung revealed by single-cell RNA sequencing
    Kuo, Christin S.
    Darmanis, Spyros
    Diaz de Arce, Alex
    Liu, Yin
    Almanzar, Nicole
    Wu, Timothy Ting-Hsuan
    Quake, Stephen R.
    Krasnow, Mark A.
    ELIFE, 2022, 11
  • [24] High-throughput single-cell RNA sequencing
    Denyer, Tom
    Timmermans, Marja C. P.
    TRENDS IN PLANT SCIENCE, 2022, 27 (01) : 104 - 105
  • [25] Single-Cell RNA Sequencing in Parkinson's Disease
    Ma, Shi-Xun
    Lim, Su Bin
    BIOMEDICINES, 2021, 9 (04)
  • [26] Current Applications of Single-Cell RNA Sequencing in Glioblastoma: A Scoping Review
    Ordonez-Rubiano, Edgar G.
    Rincon-Arias, Nicolas
    Shelton, William J.
    Salazar, Andres F.
    Sierra, Maria Alejandra
    Bertani, Raphael
    Gomez-Amarillo, Diego F.
    Hakim, Fernando
    Baldoncini, Matias
    Payan-Gomez, Cesar
    Combita, Alba Lucia
    Ordonez-Rubiano, Sandra C.
    Parra-Medina, Rafael
    BRAIN SCIENCES, 2025, 15 (03)
  • [27] Benchmark and Parameter Sensitivity Analysis of Single-Cell RNA Sequencing Clustering Methods
    Krzak, Monika
    Raykov, Yordan
    Boukouvalas, Alexis
    Cutillo, Luisa
    Angelini, Claudia
    FRONTIERS IN GENETICS, 2019, 10
  • [28] Single-cell RNA-sequencing analysis of early sea star development
    Foster, Stephany
    Oulhen, Nathalie
    Fresques, Tara
    Zaki, Hossam
    Wessel, Gary
    DEVELOPMENT, 2022, 149 (22):
  • [29] Dissecting the heterogeneities of the tumor microenvironment between metastatic and nonmetastatic primary colorectal cancer patients by single-cell RNA sequencing
    Wang, Sixue
    Deng, Shuangya
    Jin, Xiaoxin
    Chen, Weidong
    Wang, Xiaobo
    Zhan, Haiyan
    Fang, Xiaoling
    Fu, Jie
    LIFE SCIENCES, 2023, 320
  • [30] Deciphering cell lineage specification of human lung adenocarcinoma with single-cell RNA sequencing
    Wang, Zhoufeng
    Li, Zhe
    Zhou, Kun
    Wang, Chengdi
    Jiang, Lili
    Zhang, Li
    Yang, Ying
    Luo, Wenxin
    Qiao, Wenliang
    Wang, Gang
    Ni, Yinyun
    Dai, Shuiping
    Guo, Tingting
    Ji, Guiyi
    Xu, Minjie
    Liu, Yiying
    Su, Zhixi
    Che, Guowei
    Li, Weimin
    NATURE COMMUNICATIONS, 2021, 12 (01)