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

Ling-Ling Ge1, Zhi-Chao Wang1, Cheng-Jiang Wei1

  • 1Department of Plastic and Reconstructive Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, 639 Zhizaoju Road, Shanghai, 200011, People's Republic of China.

Insights

This study uses single-cell RNA sequencing to map tumor cell diversity in dermatofibrosarcoma protuberans (DFSP). It reveals key cellular and communication differences driving DFSP metastasis and heterogeneity.

Area of Science:

  • Oncology
  • Genomics
  • Bioinformatics

Background:

  • Dermatofibrosarcoma protuberans (DFSP) is a rare, aggressive soft tissue tumor with complex molecular features.
  • Understanding intratumor heterogeneity is crucial for effective DFSP clinical management.

Purpose of the Study:

  • To comprehensively analyze the cellular and molecular landscape of DFSP using single-cell RNA sequencing.
  • To investigate intratumor heterogeneity, differentiation trajectories, and immune microenvironment composition in DFSP.
  • To identify molecular mechanisms underlying DFSP metastasis.

Main Methods:

  • Single-cell RNA sequencing (scRNA-seq) on primary, satellite, and metastatic DFSP samples.
  • t-distributed stochastic neighbor embedding (tSNE) for cell population identification.
  • InferCNV for copy number variation analysis.
  • GSVA and scMetabolism for functional and metabolic profiling.
  • CytoTRACE, Monocle2, and Gene Ontology (GO) analyses for differentiation trajectory exploration.
  • CellChat for intercellular communication analysis.

Main Results:

  • Identification of seven major cell populations and fifteen subpopulations within DFSP.
  • Delineation of malignant cell subpopulations and their functional/metabolic variations.
  • Characterization of fibroblast differentiation trajectories.
  • Analysis of the immune microenvironment, identifying SPP1+ macrophages in lymph node metastases.
  • Comprehensive intercellular communication network analysis.

Conclusions:

  • The study provides a detailed single-cell transcriptome atlas of DFSP.
  • Novel insights into DFSP intratumor heterogeneity and metastatic mechanisms are presented.
  • Findings highlight the importance of cellular diversity and communication in DFSP progression.

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