AI Article Synopsis

  • Leptomeningeal metastases (LM) in breast and lung cancer patients have a very poor prognosis, and the details of the tumor microenvironment in the cerebrospinal fluid (CSF) need more study at the single-cell level.
  • Using single-cell RNA sequencing data from various patient samples, researchers analyzed the transcriptome characteristics of CSF in LM patients compared to healthy controls, revealing a shift toward immunosuppression in tumor immunity.
  • Five molecular subtypes of circulating tumor cells (CTCs) were identified in breast cancer-related LM patients, showing diverse characteristics and interactions that could inform future research and treatment strategies.

Article Abstract

Leptomeningeal metastases (LM) occur in patients with breast cancer (BC) and lung cancer (LC) showing exceptionally poor prognosis. The cerebrospinal fluid (CSF) tumour microenvironment (TME) of LM patients is not well defined at a single-cell level. Based on the 10× genomics single-cell RNA sequencing (scRNA-seq) data from GEO database including five patient-derived CSF samples of BC-LM and LC-LM, and four patient-derived CSF samples of idiopathic intracranial hypertension (IIH) as controls, we analysed single-cell transcriptome characteristics of CSF TME in LM patients compared to controls simultaneously and comprehensively. In addition, we performed 10× genomics scRNA-seq on CSF cells derived from a BC-LM patient to help generate a solid conclusion. The CSF macrophages in LM patients showing M2-subtype signature and the emergence of regulatory T cells in LM confirmed the direction of tumour immunity toward immunosuppression. Then, the characteristics of CSF circulating tumour cells (CTCs) of breast cancer LM (BC-LM) patients were classified into five molecular subtypes by PAM50 model. The communication between macrophages and five subtype-specific CSF-CTCs showed largest number of ligand-receptor interactions. The five subtypes-specific CSF-CTCs showed great heterogeneities which were manifested in cell proliferation and cancer-testis antigens expression. Gene regulatory networks (GRNs) analysis revealed that transcription factor SREBF2 was universally activated in the five subtypes-specific CSF-CTCs. Our results will provide inspiration on new directions of the mechanism research, diagnosis and therapy of LM.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9178395PMC
http://dx.doi.org/10.1002/ctm2.885DOI Listing

Publication Analysis

Top Keywords

breast cancer
12
single-cell rna
8
rna sequencing
8
cerebrospinal fluid
8
cancer lung
8
lung cancer
8
leptomeningeal metastases
8
tme patients
8
10× genomics
8
patient-derived csf
8

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!