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Cell-free plasma microRNAs that identify patients with glioblastoma

Authors :
Bustos, Matias A.
Rahimzadeh, Negin
Ryu, Suyeon
Gross, Rebecca
Tran, Linh T.
Renteria-Lopez, Victor M.
Ramos, Romela I.
Eisenberg, Amy
Hothi, Parvinder
Kesari, Santosh
Barkhoudarian, Garni
Takasumi, Yuki
Cobbs, Charles
Kelly, Daniel F.
Hoon, Dave S. B.
Source :
Laboratory Investigation; July 2022, Vol. 102 Issue: 7 p711-721, 11p
Publication Year :
2022

Abstract

Glioblastoma (GBM) is still one of the most commonly diagnosed advanced stage primary brain tumors. Current treatments for patients with primary GBM (pGBM) are often not effective and a significant proportion of the patients with pGBM recur. The effective treatment options for recurrent GBM (rGBM) are limited and survival outcomes are poor. This retrospective multicenter pilot study aims to determine potential cell-free microRNAs (cfmiRs) that identify patients with pGBM and rGBM tumors. 2,083 miRs were assessed using the HTG miRNA whole transcriptome assay (WTA). CfmiRs detection was compared in pre-operative plasma samples from patients with pGBM (n= 32) and rGBM (n= 13) to control plasma samples from normal healthy donors (n= 73). 265 cfmiRs were found differentially expressed in plasma samples from pGBM patients compared to normal healthy donors (FDR < 0.05). Of those 193 miRs were also detected in pGBM tumor tissues (n= 15). Additionally, we found 179 cfmiRs differentially expressed in rGBM, of which 68 cfmiRs were commonly differentially expressed in pGBM. Using Random Forest algorithm, specific cfmiR classifiers were found in the plasma of pGBM, rGBM, and both pGBM and rGBM combined. Two common cfmiR classifiers, miR-3180-3p and miR-5739, were found in all the comparisons. In receiving operating characteristic (ROC) curves analysis for rGBM miR-3180-3p showed a specificity of 87.7% and a sensitivity of 100% (AUC = 98.5%); while miR-5739 had a specificity of 79.5% and sensitivity of 92.3% (AUC = 90.2%). This study demonstrated that plasma samples from pGBM and rGBM patients have specific miR signatures. CfmiR-3180-3p and cfmiR-5739 have potential utility in diagnosing patients with pGBM and rGBM tumors using a minimally invasive blood assay.

Details

Language :
English
ISSN :
00236837 and 15300307
Volume :
102
Issue :
7
Database :
Supplemental Index
Journal :
Laboratory Investigation
Publication Type :
Periodical
Accession number :
ejs58672672
Full Text :
https://doi.org/10.1038/s41374-021-00720-4