TY - JOUR
T1 - EphB2 stem-related and EphA2 progression-related miRNA-based networks in progressive stages of CRC evolution
T2 - clinical significance and potential miRNA drivers
AU - De Robertis, Mariangela
AU - Mazza, Tommaso
AU - Fusilli, Caterina
AU - Loiacono, Luisa
AU - Poeta, Maria Luana
AU - Sanchez, Massimo
AU - Massi, Emanuela
AU - Lamorte, Giuseppe
AU - Diodoro, Maria Grazia
AU - Pescarmona, Edoardo
AU - Signori, Emanuela
AU - Pesole, Graziano
AU - Vescovi, Angelo Luigi
AU - Garcia-Foncillas, Jesus
AU - Fazio, Vito Michele
N1 - Funding Information:
This work was partially supported by grants from Italian Ministry of Education, University and Research (MIUR) national research program: MIUR RBAP10KJC5 to ALV, MIUR PON02_00576_3329762/3 AMIDERHA to VMF, and MIUR PON03PE_00232_Distretto H-Bio to VMF and GP, and Italian Association for Cancer Research: AIRC IG 14368 to ALV and AIRC MFAG 10520 to MLP. This work was also partially supported by the Italian Ministry of Health, IRCCS Ricerca Corrente RC1803LO36 to VMF. Bioinformatics analyses carried out by GP were performed using the infrastructures of the Italian node of ELIXIR funded by MIUR and Consiglio Nazionale delle Ricerche (CNR).
Publisher Copyright:
© 2018 The Author(s).
PY - 2018/11/30
Y1 - 2018/11/30
N2 - EphB2 and EphA2 control stemness and differentiation in the intestinal mucosa, but the way they cooperate with the complex mechanisms underlying tumor heterogeneity and how they affect the therapeutic outcome in colorectal cancer (CRC) patients, remain unclear. MicroRNA (miRNA) expression profiling along with pathway analysis provide comprehensive information on the dysregulation of multiple crucial pathways in CRC. Through a network-based approach founded on the characterization of progressive miRNAomes centered on EphA2/EphB2 signaling during tumor development in the AOM/DSS murine model, we found a miRNA-dependent orchestration of EphB2-specific stem-like properties in earlier phases of colorectal tumorigenesis and the EphA2-specific control of tumor progression in the latest CRC phases. Furthermore, two transcriptional signatures that are specifically dependent on the EphA2/EphB2 signaling pathways were identified, namely EphA2, miR-423-5p, CREB1, ADAMTS14, and EphB2, miR-31-5p, mir-31-3p, CRK, CXCL12, ARPC5, SRC. EphA2- and EphB2-related signatures were validated for their expression and clinical value in 1663 CRC patients. In multivariate analysis, both signatures were predictive of survival and tumor progression. The early dysregulation of miRs-31, as observed in the murine samples, was also confirmed on 49 human tissue samples including preneoplastic lesions and tumors. In light of these findings, miRs-31 emerged as novel potential drivers of CRC initiation. Our study evidenced a miRNA-dependent orchestration of EphB2 stem-related networks at the onset and EphA2-related cancer-progression networks in advanced stages of CRC evolution, suggesting new predictive biomarkers and potential therapeutic targets.
AB - EphB2 and EphA2 control stemness and differentiation in the intestinal mucosa, but the way they cooperate with the complex mechanisms underlying tumor heterogeneity and how they affect the therapeutic outcome in colorectal cancer (CRC) patients, remain unclear. MicroRNA (miRNA) expression profiling along with pathway analysis provide comprehensive information on the dysregulation of multiple crucial pathways in CRC. Through a network-based approach founded on the characterization of progressive miRNAomes centered on EphA2/EphB2 signaling during tumor development in the AOM/DSS murine model, we found a miRNA-dependent orchestration of EphB2-specific stem-like properties in earlier phases of colorectal tumorigenesis and the EphA2-specific control of tumor progression in the latest CRC phases. Furthermore, two transcriptional signatures that are specifically dependent on the EphA2/EphB2 signaling pathways were identified, namely EphA2, miR-423-5p, CREB1, ADAMTS14, and EphB2, miR-31-5p, mir-31-3p, CRK, CXCL12, ARPC5, SRC. EphA2- and EphB2-related signatures were validated for their expression and clinical value in 1663 CRC patients. In multivariate analysis, both signatures were predictive of survival and tumor progression. The early dysregulation of miRs-31, as observed in the murine samples, was also confirmed on 49 human tissue samples including preneoplastic lesions and tumors. In light of these findings, miRs-31 emerged as novel potential drivers of CRC initiation. Our study evidenced a miRNA-dependent orchestration of EphB2 stem-related networks at the onset and EphA2-related cancer-progression networks in advanced stages of CRC evolution, suggesting new predictive biomarkers and potential therapeutic targets.
KW - Biomarkers
KW - Cancer stem cells
KW - Colorectal cancer
KW - EphA2 and EphB2
KW - MicroRNA
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UR - http://www.scopus.com/inward/citedby.url?scp=85058730759&partnerID=8YFLogxK
U2 - 10.1186/s12943-018-0912-z
DO - 10.1186/s12943-018-0912-z
M3 - Article
C2 - 30501625
AN - SCOPUS:85058730759
SN - 1476-4598
VL - 17
JO - Molecular Cancer
JF - Molecular Cancer
IS - 1
M1 - 169
ER -