Discovery of candidate tumor biomarkers for treatment with intraperitoneal chemotherapy for ovarian cancer

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作者
Brandon-Luke L. Seagle
Kevin H. Eng
Judy Y. Yeh
Monica Dandapani
Emily Schiller
Robert Samuelson
Kunle Odunsi
Shohreh Shahabi
机构
[1] Gynecology and Reproductive Sciences,Department of Obstetrics
[2] Western Connecticut Health Network,Department of Biostatistics and Bioinformatics
[3] Danbury,Department of Gynecologic Oncology
[4] CT,Division of Gynecologic Oncology, Department of Obstetrics and Gynecology
[5] U.S.A,undefined
[6] Roswell Park Cancer Institute,undefined
[7] Buffalo,undefined
[8] NY,undefined
[9] U.S.A,undefined
[10] Roswell Park Cancer Institute,undefined
[11] Buffalo,undefined
[12] NY,undefined
[13] U.S.A,undefined
[14] Prentice Women’s Hospital,undefined
[15] Northwestern University Feinberg School of Medicine,undefined
[16] Chicago,undefined
[17] IL,undefined
[18] U.S.A,undefined
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摘要
Tumor mRNA expression was used to discover genes associated with worse survival or no survival benefit after intraperitoneal (IP) chemotherapy. Data for high grade serous ovarian cancer patients treated with IP (n = 90) or IV-only (n = 398) chemotherapy was obtained from The Cancer Genome Atlas. Progression free survival (PFS) and overall survival (OS) were compared between IP and IV groups using Kaplan-Meier analysis and Cox regression. Validations were performed by analyses of microarray and RNA-Seq mRNA expression data. PFS and OS were compared between IP and IV groups by permutation testing stratified by gene expression. P-values are two-tailed. IP chemotherapy increased PFS (26.7 vs 16.0 months, HR 0.43 (0.28–0.66), p = 0.0001) and OS (49.6 vs 38.2 months, HR 0.46 (0.25–0.83), p = 0.01). Increased expression of NCAM2 and TSHR and decreased expression of GCNT1 was associated with decreased PFS and OS after IV chemotherapy (p < 0.05). High tumor expression of LMAN2, FZD4, FZD5, or STT3A was associated with no significant PFS increase after IP compared to IV chemotherapy. Low expression of APC2 and high expression of FUT9 was associated with 5.5 and 7.2 months, respectively, decreased OS after IP compared to IV chemotherapy (p ≤ 0.007).
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