ArticleFrontiers in oncology2022
Plasma Extracellular Vesicle Long RNAs Have Potential as Biomarkers in Early Detection of Colorectal Cancer.
Article in Frontiers in oncology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.
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Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it, 13 citations in OpenAlex.
- Extracellular vesicle biomarkers in circulation for colorectal cancer detection: a systematic review and meta-analysis.BMC cancer · 2024Pooled it
- Identifying Potential Exosome-Derived mRNA Biomarkers for Diagnosis and Prediction of Breast Cancer Using Machine-Learning Approaches.Interdisciplinary sciences, computational life sciences · 2026Article
- COLORECTAL CANCER: IS THERE A T OR B CELL SIGNATURE RELATED TO THE PATIENT OUTCOME?Arquivos de gastroenterologia · 2026Article
- Multiomics-Driven Drug-Cell Interaction Network for Chemotherapy Sensitivity Prediction in Metabolically Defined Triple-Negative Breast Cancer Subtypes.Journal of cellular and molecular medicine · 2025Article
- Bulk and Single-Cell Transcriptomic Reveals Shared Key Genes and Patterns of Immune Dysregulation in Both Intestinal Inflammatory Disease and Sepsis.Journal of cellular and molecular medicine · 2025Article
- Single-Cell Transcriptomic Reveals the Involvement of Cell-Cell Junctions in the Early Development of Hypertrophic Cardiomyopathy.Journal of cellular and molecular medicine · 2025Article
- Predicting high sensitivity C-reactive protein levels and their associations in a large population using decision tree and linear regression.Scientific reports · 2024Article
- Deciphering the role of host-gut microbiota crosstalk via diverse sources of extracellular vesicles in colorectal cancer.Molecular medicine (Cambridge, Mass.) · 2024Review
- StructmRNA a BERT based model with dual level and conditional masking for mRNA representation.Scientific reports · 2024Article
- PLXNB1/SEMA4D signals mediate interactions between malignant epithelial and immune cells to promote colorectal cancer liver metastasis.Journal of cellular and molecular medicine · 2024Article
- FANCD2 as a ferroptosis-related target for recurrent implantation failure by integrated bioinformatics and Mendelian randomization analysis.Journal of cellular and molecular medicine · 2024Article
- Gut Microbiota's role in lipoma development: evidence from mendelian randomization.Frontiers in genetics · 2024Article
- Computational staining of CD3/CD20 positive lymphocytes in human tissues with experimental confirmation in a genetically engineered mouse model.Frontiers in immunology · 2024Article
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Authors and funding
10 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Early detection of colorectal cancer (CRC) is crucial to the treatment and prognosis of patients. Traditional screening methods have disadvantages. Methods: 231 blood samples were collected from 86 CRC, 56 colorectal adenoma (CRA), and 89 healthy individuals, from which extracellular vesicle long RNAs (exLRs) were isolated and sequenced. An CRC diagnostic signature (d-signature) was established, and prognosis-associated cell components were evaluated. Results: The exLR d-signature for CRC was established based on 17 of the differentially expressed exLRs. The d-signature showed high diagnostic efficiency of CRC and control (CRA and healthy) samples with an area under the curve (AUC) of 0.938 in the training cohort, 0.943 in the validation cohort, and 0.947 in an independent cohort. The d-signature could effectively differentiate early-stage (stage I-II) CRC from healthy individuals (AUC 0.990), as well as differentiating CEA-negative CRC from healthy individuals (AUC 0.988). A CRA d-signature was also generated and could differentiate CRA from healthy individuals both in the training (AUC 0.993) and validation (AUC 0.978) cohorts. The enrichment of class-switched memory B-cells, B-cells, naive B-cells, and mast cells showed increasing trends between CRC, CRA, and healthy cohorts. Class-switched memory B-cells, mast cells, and basophils were positively associated with CRC prognosis while natural killer T-cells, naive B-cells, immature dendritic cells, and lymphatic endothelial cells were negatively associated with prognosis. Conclusions: Our study identified that the exLR d-signature could differentiate CRC from CRA and healthy individuals with high efficiency and exLR profiling also has potential in CRA screening and CRC prognosis prediction.
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