ArticleAnnals of surgical oncology2018
RNA-Seq of Circulating Tumor Cells in Stage II-III Breast Cancer.
Article in Annals of surgical oncology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.
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Who cites it
34 citing papers in PubMed.
- Article
- Clinical significance of genomic sequencing of circulating tumour cells (CTCs) in cancer.The journal of liquid biopsy · 2024Review
- Biomarkers and computational models for predicting efficacy to tumor ICI immunotherapy.Frontiers in immunology · 2024Review
- Review
- Article
- Novel method for highly multiplexed gene expression profiling of circulating tumor cells (CTCs) captured from the blood of women with metastatic breast cancer.Journal of translational medicine · 2023Article
- SLC7A11 expression level dictates differential responses to oxidative stress in cancer cells.Nature communications · 2023Article
- Exploring the Role of Hypoxia-Inducible Carbonic Anhydrase IX (CAIX) in Circulating Tumor Cells (CTCs) of Breast Cancer.Biomedicines · 2023Article
- Article
- Molecular profiles of single circulating tumor cells from early breast cancer patients with different lymph node statuses.Thoracic cancer · 2023Article
- Signatures of Breast Cancer Progression in the Blood: What Could Be Learned from Circulating Tumor Cell Transcriptomes.Cancers · 2022Review
- Article
- The gate to metastasis: key players in cancer cell intravasation.The FEBS journal · 2022Review
- Circulating Tumor Cell Transcriptomics as Biopsy Surrogates in Metastatic Breast Cancer.Annals of surgical oncology · 2022Article
- Single-Cell RNA Sequencing Uncovers Heterogeneous Circulating Tumor Cell Subsets in Breast Cancer.Cancers · 2022Article
- Is Tissue Still the Issue? The Promise of Liquid Biopsy in Uveal Melanoma.Biomedicines · 2022Review
- Correlation between targeted RNAseq signature of breast cancer CTCs and onset of bone-only metastases.British journal of cancer · 2022Article
- Immune Checkpoint FGL1 Expression of Circulating Tumor Cells Is Associated With Poor Survival in Curatively Resected Hepatocellular Carcinoma.Frontiers in oncology · 2022Article
- Involvement of immune system and Epithelial-Mesenchymal-Transition in increased invasiveness of clustered circulatory tumor cells in breast cancer.BMC medical genomics · 2021Article
- Cluster size distribution of cells disseminating from a primary tumor.PLoS computational biology · 2021Article
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Funding
Abstract
backgroundWe characterized the whole transcriptome of circulating tumor cells (CTCs) in stage II-III breast cancer to evaluate correlations with primary tumor biology.
methodsCTCs were isolated from peripheral blood (PB) via immunomagnetic enrichment followed by fluorescence-activated cell sorting (IE/FACS). CTCs, PB, and fresh tumors were profiled using RNA-seq. Formalin-fixed, paraffin-embedded (FFPE) tumors were subjected to RNA-seq and NanoString PAM50 assays with risk of recurrence (ROR) scores.
resultsCTCs were detected in 29/33 (88%) patients. We selected 21 cases to attempt RNA-seq (median number of CTCs = 9). Sixteen CTC samples yielded results that passed quality-control metrics, and these samples had a median of 4,311,255 uniquely mapped reads (less than PB or tumors). Intrinsic subtype predicted by comparing estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER2) versus PAM50 for FFPE tumors was 85% concordant. However, CTC RNA-seq subtype assessed by the PAM50 classification genes was highly discordant, both with the subtype predicted by ER/PR/HER2 and by PAM50 tumors. Two patients died of metastatic disease, both of whom had high ROR scores and high CTC counts. We identified significant genes, canonical pathways, upstream regulators, and molecular interaction networks comparing CTCs by various clinical factors. We also identified a 75-gene signature with highest expression in CTCs and tumors taken together that was prognostic in The Cancer Genome Atlas and Molecular Taxonomy of Breast Cancer International Consortium datasets.
conclusionIt is feasible to use RNA-seq of CTCs in non-metastatic patients to discover novel tumor biology characteristics.
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