27 September 2019 : Clinical Research
Novel Multiple miRNA-Based Signatures for Predicting Overall Survival and Recurrence-Free Survival of Colorectal Cancer Patients
Jinrong Qian1ABEF, Lifeng Zeng2ABC*, Xiaohua Jiang3ADF, Zhiyong Zhang2DF, Xiaojiang Luo3AEFDOI: 10.12659/MSM.916948
Med Sci Monit 2019; 25:7258-7271
Abstract
BACKGROUND: Colorectal cancer (CRC) has become a heavy health burden around the world, accounting for about 10% of newly diagnosed cancer cases. In the present study, we aimed to establish the miRNA-based prediction signature to assess the prognosis of CRC patients.
MATERIAL AND METHODS: A total of 451 CRC patients’ expression profiles and clinical information were download from the TCGA database. LASSO Cox regression was conducted to construct the overall survival (OS)- and recurrence-free survival (RFS)-associated prediction signatures, by which CRC patients were divided into low- and high-risk groups. Kaplan-Meier (K-M) curve and receiver operating characteristic (ROC) curves were used to explore the discriminatory ability and stability of the signatures. Functional enrichment analyses were performed to identify the probable mechanisms.
RESULTS: miRNA-216a, miRNA-887, miRNA-376b, and miRNA-891a were used to build the prediction formula associated with OS, while miR-1343, miR-149, miR-181a-1, miR-217, miR-3130-1, miR-378a, miR-542, miR-6716, miR-7-3, miR-7702, miR-677, and miR-891a were obtained to construct the formula related to RFS. K-M curve and ROC curve revealed the good discrimination and efficiency of OS in the training (P<0.001, AUC=0.712) and validation cohorts (P=0.019, AUC=0.657), as well as the results of RFS in the training (P<0.001, AUC=0.714) and validation cohorts (P=0.042, AUC=0.651). The function annotations for the targeted genes of these miRNAs show the potential mechanisms of CRC.
CONCLUSIONS: We established 2 novel miRNA-based prediction signatures of OS and RFS, which are reliable tools to assess the prognosis of CRC patients.
Keywords: Colorectal Neoplasms
Editorial
01 April 2025 : Editorial
Editorial: Rapid Testing for the Avian Influenza A(H5N1) Virus is Urgently Required as Infections in Poultry and Dairy Cows are on the Rise, and so is Transmission to HumansDOI: 10.12659/MSM.949109
Med Sci Monit 2025; 31:e949109
In Press
Clinical Research
Impact of Voltage Level on Hospitalization and Mortality in Electrical Injury Cases: A Retrospective Analys...Med Sci Monit In Press; DOI: 10.12659/MSM.947675
Clinical Research
Comparative Study of Plantar Load and Foot Posture Characteristics in Male Elite Squash Players and Non-Ath...Med Sci Monit In Press; DOI: 10.12659/MSM.947828
Clinical Research
Dental Students’ Opinions on Use of Artificial Intelligence: A Survey StudyMed Sci Monit In Press; DOI: 10.12659/MSM.947658
Database Analysis
Defining Effect Size Standards in Temporomandibular Joint and Masticatory Muscle ResearchMed Sci Monit In Press; DOI: 10.12659/MSM.948365
Most Viewed Current Articles
17 Jan 2024 : Review article 8,126,196
Vaccination Guidelines for Pregnant Women: Addressing COVID-19 and the Omicron VariantDOI :10.12659/MSM.942799
Med Sci Monit 2024; 30:e942799
16 May 2023 : Clinical Research 703,007
Electrophysiological Testing for an Auditory Processing Disorder and Reading Performance in 54 School Stude...DOI :10.12659/MSM.940387
Med Sci Monit 2023; 29:e940387
01 Mar 2024 : Editorial 30,250
Editorial: First Regulatory Approvals for CRISPR-Cas9 Therapeutic Gene Editing for Sickle Cell Disease and ...DOI :10.12659/MSM.944204
Med Sci Monit 2024; 30:e944204
28 Jan 2024 : Review article 24,107
A Review of IgA Vasculitis (Henoch-Schönlein Purpura) Past, Present, and FutureDOI :10.12659/MSM.943912
Med Sci Monit 2024; 30:e943912