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Circulating exosomal mRNA profiling identifies novel signatures for the detection of prostate cancer
- Source :
- Molecular Cancer, Vol 20, Iss 1, Pp 1-6 (2021), Molecular Cancer
- Publication Year :
- 2021
- Publisher :
- Springer Science and Business Media LLC, 2021.
-
Abstract
- The landscape and characteristics of circulating exosomal messenger RNAs (emRNAs) are poorly understood, which hampered the accurate detection of circulating emRNAs. Through comparing RNA sequencing data of circulating exosomes with the corresponding data in tissues, we illustrated the different characteristics of emRNAs compared to tissue mRNAs. We then developed an improved strategy for emRNA detection based on the features of circulating emRNAs. Using the optimized detection strategy, we further validated prostate cancer (PCa) associated emRNAs discovered by emRNA-seq in a large cohort of patients and identified emRNA signatures for PCa screening and diagnosis using logistic regression analysis. The receiver operating characteristic curve (ROC) analysis showed that the circulating emRNA-based screening signature yielded an area under the ROC curve (AUC) of 0.948 in distinguishing PCa patients from healthy controls. The circulating emRNA-based diagnostic signature also showed a great performance in predicting prostate biopsy results (AUC: 0.851). In conclusion, our study developed an optimized emRNA detection strategy and identified novel emRNA signatures for the detection of PCa. Supplementary Information The online version contains supplementary material available at 10.1186/s12943-021-01349-z.
- Subjects :
- Male
0301 basic medicine
Oncology
Cancer Research
medicine.medical_specialty
Prostate biopsy
RNA-sequencing
Biology
Exosomes
Logistic regression
lcsh:RC254-282
Exosome
03 medical and health sciences
Prostate cancer
0302 clinical medicine
Internal medicine
Diagnosis
Biomarkers, Tumor
medicine
Humans
RNA, Messenger
Letter to the Editor
Early Detection of Cancer
Receiver operating characteristic
medicine.diagnostic_test
Prostatic Neoplasms
Prognosis
lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens
medicine.disease
030104 developmental biology
ROC Curve
030220 oncology & carcinogenesis
Mrna profiling
Molecular Medicine
Transcriptome
Cell-Free Nucleic Acids
Area under the roc curve
Subjects
Details
- ISSN :
- 14764598
- Volume :
- 20
- Database :
- OpenAIRE
- Journal :
- Molecular Cancer
- Accession number :
- edsair.doi.dedup.....3aae3623b90a21f05f008615c0c1d6e0
- Full Text :
- https://doi.org/10.1186/s12943-021-01349-z