ArticleCancers2022
Defining A Liquid Biopsy Profile of Circulating Tumor Cells and Oncosomes in Metastatic Colorectal Cancer for Clinical Utility.
Article in Cancers, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed, 17 citations in OpenAlex.
- Article
- Interactions Between Circulating Tumor Cells and the Immune System in Colorectal Cancer: Friends or Foes?Cancers · 2026Review
- Circulating tumor cell and oncosome subtypes in portal and peripheral venous circulations may be used for diagnosis and prognostication of pancreatic cancer.NPJ precision oncology · 2025Article
- Characterizing circulating rare cells in peripheral blood for detecting and monitoring multiple myeloma and precursor states.NPJ precision oncology · 2025Article
- Anti-tumour effects of perioperative ketamine in lung cancer: a non-randomised, exploratory biomarker study.British journal of anaesthesia · 2025Article
- Representation learning enables robust single cell phenotyping in whole slide liquid biopsy imaging.Scientific reports · 2025Article
- Article
- Unsupervised detection of rare events in liquid biopsy assays.NPJ precision oncology · 2025Article
- Contrastive Representation Learning for Single Cell Phenotyping in Whole Slide Imaging of Enrichment-free Liquid Biopsy.bioRxiv : the preprint server for biology · 2025Article
- A machine-learning approach for pancreatic neoplasia classification based on plasma extracellular vesicles.Frontiers in oncology · 2025Article
- Article
- Circulation of rare events in the liquid biopsy for early detection of lung mass lesions.Thoracic cancer · 2024Article
- Secretome - the role of extracellular vesicles in the pathogenesis and therapy of neurodegenerative diseases.Postepy psychiatrii neurologii · 2024Review
- Determining the efficacy of ExThera Seraph100 blood filtration in patients diagnosed with pancreatic cancer through the liquid biopsy.BJC reports · 2024Article
- Longitudinal tracking of circulating rare events in the liquid biopsy of stage III-IV non-small cell lung cancer patients.Discover oncology · 2024Article
- Cancer-related cells and oncosomes in the liquid biopsy of pancreatic cancer patients undergoing surgery.NPJ precision oncology · 2024Article
- Article
Corrections and comments
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Authors and funding
8 authors at 3 institutions in 2 countries.
Funding
Abstract
Metastatic colorectal cancer (mCRC) is characterized by its extensive disease heterogeneity, suggesting that individualized analysis could be vital to improving patient outcomes. As a minimally invasive approach, the liquid biopsy has the potential to longitudinally monitor heterogeneous analytes. Current platforms primarily utilize enrichment-based approaches for epithelial-derived circulating tumor cells (CTC), but this subtype is infrequent in the peripheral blood (PB) of mCRC patients, leading to the liquid biopsy's relative disuse in this cancer type. In this study, we evaluated 18 PB samples from 10 mCRC patients using the unbiased high-definition single-cell assay (HDSCA). We first employed a rare-event (Landscape) immunofluorescence (IF) protocol, which captured a heterogenous CTC and oncosome population, the likes of which was not observed across 50 normal donor (ND) samples. Subsequent analysis was conducted using a colorectal-targeted IF protocol to assess the frequency of CDX2-expressing CTCs and oncosomes. A multi-assay clustering analysis isolated morphologically distinct subtypes across the two IF stains, demonstrating the value of applying an unbiased single-cell approach to multiple assays in tandem. Rare-event enumerations at a single timepoint and the variation of these events over time correlated with progression-free survival. This study supports the clinical utility of an unbiased approach to interrogating the liquid biopsy in mCRC, representing the heterogeneity within the CTC classification and warranting the further molecular characterization of the rare-event analytes with clinical promise.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.