TY - JOUR
T1 - Interferon regulatory factor 1 is an independent predictor of platinum resistance and survival in high-grade serous ovarian carcinoma
AU - Cohen, Samantha
AU - Mosig, Rebecca
AU - Moshier, Erin
AU - Pereira, Elena
AU - Rahaman, Jamal
AU - Prasad-Hayes, Monica
AU - Halpert, Richard
AU - Billaud, Jean Noel
AU - Dottino, Peter
AU - Martignetti, John A.
N1 - Publisher Copyright:
© 2014 Elsevier Inc.
PY - 2014/9
Y1 - 2014/9
N2 - Objective High-grade serous ovarian cancer (HGSOC) that is resistant to platinum-based chemotherapy has a particularly poor prognosis. Response to platinum has both prognostic survival value and dictates secondary treatment strategies. Using transcriptome analysis, we sought to identify differentially expressed genes/pathways based on a tumor's platinum response for discovering novel predictive biomarkers. Methods Seven primary HGSOC tumor samples, representing two extremes of platinum sensitivity/timing of disease recurrence, were analyzed by RNA-Seq, Ingenuity Pathways Analysis (IPA) and Upstream Regulator Analysis (URA), and used to explore differentially expressed genes and prevalent molecular and cellular processes. Progression-free and overall survival (PFS, OS) was estimated using the Kaplan–Meier method in two different sample sets including GEO and TCGA data sets. Results IPA and URA highlighted an IRF1-driven transcriptional program (P = 0.0017; z-score of 3.091) in the platinum sensitive improved PFS group. QRT-PCR analysis of 31 HGSOC samples demonstrated a significant difference in PFS between low and high IRF1 expression groups (P = 0.048) and between groups that were platinum sensitive versus not (P = 0.016). In a larger validation data set, increased levels of IRF1 were associated with both increased PFS (P = 0.043) and OS (P = 0.019) and the effect on OS was independent of debulking status (optimal debulking, P = 0.025; suboptimal, P = 0.041). Conclusion Transcriptome analysis identifies IRF1, a transcription factor that functions both in immune regulation and as a tumor suppressor, as being associated with platinum sensitivity and an independent predictor of both PFS and OS in HGSOC.
AB - Objective High-grade serous ovarian cancer (HGSOC) that is resistant to platinum-based chemotherapy has a particularly poor prognosis. Response to platinum has both prognostic survival value and dictates secondary treatment strategies. Using transcriptome analysis, we sought to identify differentially expressed genes/pathways based on a tumor's platinum response for discovering novel predictive biomarkers. Methods Seven primary HGSOC tumor samples, representing two extremes of platinum sensitivity/timing of disease recurrence, were analyzed by RNA-Seq, Ingenuity Pathways Analysis (IPA) and Upstream Regulator Analysis (URA), and used to explore differentially expressed genes and prevalent molecular and cellular processes. Progression-free and overall survival (PFS, OS) was estimated using the Kaplan–Meier method in two different sample sets including GEO and TCGA data sets. Results IPA and URA highlighted an IRF1-driven transcriptional program (P = 0.0017; z-score of 3.091) in the platinum sensitive improved PFS group. QRT-PCR analysis of 31 HGSOC samples demonstrated a significant difference in PFS between low and high IRF1 expression groups (P = 0.048) and between groups that were platinum sensitive versus not (P = 0.016). In a larger validation data set, increased levels of IRF1 were associated with both increased PFS (P = 0.043) and OS (P = 0.019) and the effect on OS was independent of debulking status (optimal debulking, P = 0.025; suboptimal, P = 0.041). Conclusion Transcriptome analysis identifies IRF1, a transcription factor that functions both in immune regulation and as a tumor suppressor, as being associated with platinum sensitivity and an independent predictor of both PFS and OS in HGSOC.
KW - Biomarker
KW - Cisplatin-resistance
KW - IRF1
KW - Ovarian cancer
KW - Survival
UR - http://www.scopus.com/inward/record.url?scp=84908318355&partnerID=8YFLogxK
U2 - 10.1016/j.ygyno.2014.06.025
DO - 10.1016/j.ygyno.2014.06.025
M3 - Article
C2 - 24995581
AN - SCOPUS:84908318355
SN - 0090-8258
VL - 134
SP - 591
EP - 598
JO - Gynecologic Oncology
JF - Gynecologic Oncology
IS - 3
ER -