ArticlePloS one2016
High Specificity in Circulating Tumor Cell Identification Is Required for Accurate Evaluation of Programmed Death-Ligand 1.
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
41 citing papers in PubMed, 62 citations in OpenAlex.
- Evolving non-invasive biomarkers in NSCLC immunotherapy: integrating liquid biopsy and multi-omics profiling for precision oncology.Frontiers in immunology · 2026Review
- Liquid biopsy for guiding breast cancer immunotherapy.Immunotherapy · 2025Review
- Combining rVAR2 and Anti-EpCAM to Increase the Capture Efficiency of Non-Small-Cell Lung Cancer Cell Lines in the Flow Enrichment Target Capture Halbach (FETCH) Magnetic Separation System.International journal of molecular sciences · 2024Article
- Combination of circulating tumor cells and 18F-FDG PET/CT for precision diagnosis in patients with non-small cell lung cancer.Cancer medicine · 2024Article
- Current status and progress of PD-L1 detection: guiding immunotherapy for non-small cell lung cancer.Clinical and experimental medicine · 2024Review
- Recent advances in photothermal nanomaterials-mediated detection of circulating tumor cells.RSC advances · 2024Review
- Stabilization of SARS-CoV-2 RNA in wastewater via rapid RNA extraction.The Science of the total environment · 2023Article
- Powering single-cell genomics to unravel circulating tumour cell subpopulations in non-small cell lung cancer patients.Journal of cancer research and clinical oncology · 2023Article
- A clinical-grade liquid biomarker detects neuroendocrine differentiation in prostate cancer.The Journal of clinical investigation · 2022Article
- Liquid Biopsy Assessment of Circulating Tumor Cell PD-L1 and IRF-1 Expression in Patients with Advanced Solid Tumors Receiving Immune Checkpoint Inhibitor.Targeted oncology · 2022Article
- Analytical validation and initial clinical testing of quantitative microscopic evaluation for PD-L1 and HLA I expression on circulating tumor cells from patients with non-small cell lung cancer.Biomarker research · 2022Article
- SEEMLIS: a flexible semi-automated method for enrichment of methylated DNA from low-input samples.Clinical epigenetics · 2022Article
- Circulating Tumour Cells (CTCs) in NSCLC: From Prognosis to Therapy Design.Pharmaceutics · 2021Review
- Patient-Derived Tumor Chemosensitization of GKB202, anMolecules (Basel, Switzerland) · 2021Article
- Article
- Development and initial clinical testing of a multiplexed circulating tumor cell assay in patients with clear cell renal cell carcinoma.Molecular oncology · 2021Article
- The Emerging Role of Liquid Biopsy in Gastric Cancer.Journal of clinical medicine · 2021Review
- Hexokinase 2 discerns a novel circulating tumor cell population associated with poor prognosis in lung cancer patients.Proceedings of the National Academy of Sciences of the United States of America · 2021Article
- Emerging role of circulating tumor cells in immunotherapy.Theranostics · 2021Review
- Liquid Biopsies to Evaluate Immunogenicity of Gynecological/Breast Tumors: On the Way to Blood-Based Biomarkers for Immunotherapies.Breast care (Basel, Switzerland) · 2020Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors at 1 institution in 1 country.
Funding
Abstract
backgroundExpression of programmed-death ligand 1 (PD-L1) in non-small cell lung cancer (NSCLC) is typically evaluated through invasive biopsies; however, recent advances in the identification of circulating tumor cells (CTCs) may be a less invasive method to assay tumor cells for these purposes. These liquid biopsies rely on accurate identification of CTCs from the diverse populations in the blood, where some tumor cells share characteristics with normal blood cells. While many blood cells can be excluded by their high expression of CD45, neutrophils and other immature myeloid subsets have low to absent expression of CD45 and also express PD-L1. Furthermore, cytokeratin is typically used to identify CTCs, but neutrophils may stain non-specifically for intracellular antibodies, including cytokeratin, thus preventing accurate evaluation of PD-L1 expression on tumor cells. This holds even greater significance when evaluating PD-L1 in epithelial cell adhesion molecule (EpCAM) positive and EpCAM negative CTCs (as in epithelial-mesenchymal transition (EMT)).
methodsTo evaluate the impact of CTC misidentification on PD-L1 evaluation, we utilized CD11b to identify myeloid cells. CTCs were isolated from patients with metastatic NSCLC using EpCAM, MUC1 or Vimentin capture antibodies and exclusion-based sample preparation (ESP) technology.
resultsLarge populations of CD11b+CD45lo cells were identified in buffy coats and stained non-specifically for intracellular antibodies including cytokeratin. The amount of CD11b+ cells misidentified as CTCs varied among patients; accounting for 33-100% of traditionally identified CTCs. Cells captured with vimentin had a higher frequency of CD11b+ cells at 41%, compared to 20% and 18% with MUC1 or EpCAM, respectively. Cells misidentified as CTCs ultimately skewed PD-L1 expression to varying degrees across patient samples.
conclusionsInterfering myeloid populations can be differentiated from true CTCs with additional staining criteria, thus improving the specificity of CTC identification and the accuracy of biomarker evaluation.
Indexed as
Identifiers
What OpenQuestion holds
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.