TY - JOUR
T1 - Clinical and functional significance of circular RNAs in cytogenetically normal AML
AU - Papaioannou, Dimitrios
AU - Volinia, Stefano
AU - Nicolet, Deedra
AU - Świerniak, Michał
AU - Petri, Andreas
AU - Mrózek, Krzysztof
AU - Bill, Marius
AU - Pepe, Felice
AU - Walker, Christopher J.
AU - Walker, Allison E.
AU - Carroll, Andrew J.
AU - Kohlschmidt, Jessica
AU - Eisfeld, Ann Kathrin
AU - Powell, Bayard L.
AU - Uy, Geoffrey L.
AU - Kolitz, Jonathan E.
AU - Wang, Eunice S.
AU - Kauppinen, Sakari
AU - Dorrance, Adrienne
AU - Stone, Richard M.
AU - Byrd, John C.
AU - Bloomfield, Clara D.
AU - Garzon, Ramiro
N1 - Funding Information:
This work was supported by the National Cancer Institute (NCI), National Institutes of Health (NIH), under awards U10CA180821 and U10CA180882 (to the Alliance for Clinical Trials in Oncology),
Publisher Copyright:
© 2020 by The American Society of Hematology.
PY - 2020/1/28
Y1 - 2020/1/28
N2 - Circular RNAs (circRNAs) are noncoding RNA molecules that display a perturbed arrangement of exons, called backsplicing. To examine the prognostic and biologic significance of circRNA expression in cytogenetically normal acute myeloid leukemia (CN-AML), we conducted whole-transcriptome profiling in 365 younger adults (age 18- 60 years) with CN-AML. We applied a novel pipeline, called Massive Scan for circRNA, to identify and quantify circRNA expression. We validated the high sensitivity and specificity of our pipeline by performing RNase R treatment and RNA sequencing in samples of AML patients and cell lines. Unsupervised clustering analyses identified 3 distinct circRNA expression-based clusters with different frequencies of clinical and molecular features. After dividing our cohort into training and validation data sets, we identified 4 circRNAs (circCFLAR, circKLHL8, circSMC1A, and circFCHO2) that were prognostic in both data sets; high expression of each prognostic circRNA was associated with longer disease-free, overall, and event-free survival. In multivariable analyses, high circKLHL8 and high circFCHO2 expression were independently associated with better clinical outcome of CN-AML patients, after adjusting for other covariates. To examine the biologic relevance of circRNA expression, we performed knockdown screening experiments in a subset of prognostic and gene mutation-related candidate circRNAs. We identified circFBXW7, but not its linear messenger RNA, as a regulator of the proliferative capacity of AML blasts. In summary, our findings underscore the molecular associations, prognostic significance, and functional relevance of circRNA expression in CN-AML.
AB - Circular RNAs (circRNAs) are noncoding RNA molecules that display a perturbed arrangement of exons, called backsplicing. To examine the prognostic and biologic significance of circRNA expression in cytogenetically normal acute myeloid leukemia (CN-AML), we conducted whole-transcriptome profiling in 365 younger adults (age 18- 60 years) with CN-AML. We applied a novel pipeline, called Massive Scan for circRNA, to identify and quantify circRNA expression. We validated the high sensitivity and specificity of our pipeline by performing RNase R treatment and RNA sequencing in samples of AML patients and cell lines. Unsupervised clustering analyses identified 3 distinct circRNA expression-based clusters with different frequencies of clinical and molecular features. After dividing our cohort into training and validation data sets, we identified 4 circRNAs (circCFLAR, circKLHL8, circSMC1A, and circFCHO2) that were prognostic in both data sets; high expression of each prognostic circRNA was associated with longer disease-free, overall, and event-free survival. In multivariable analyses, high circKLHL8 and high circFCHO2 expression were independently associated with better clinical outcome of CN-AML patients, after adjusting for other covariates. To examine the biologic relevance of circRNA expression, we performed knockdown screening experiments in a subset of prognostic and gene mutation-related candidate circRNAs. We identified circFBXW7, but not its linear messenger RNA, as a regulator of the proliferative capacity of AML blasts. In summary, our findings underscore the molecular associations, prognostic significance, and functional relevance of circRNA expression in CN-AML.
UR - http://www.scopus.com/inward/record.url?scp=85082115069&partnerID=8YFLogxK
U2 - 10.1182/bloodadvances.2019000568
DO - 10.1182/bloodadvances.2019000568
M3 - Article
C2 - 31945158
AN - SCOPUS:85082115069
SN - 2473-9529
VL - 4
SP - 239
EP - 251
JO - Blood advances
JF - Blood advances
IS - 2
ER -