A Hypoxia Molecular Signature-Based Prognostic Model for Endometrial Cancer Patients

被引:10
作者
Jiao, Yang [1 ]
Geng, Rui [1 ]
Zhong, Zihang [1 ]
Ni, Senmiao [1 ]
Liu, Wen [1 ]
He, Zhiqiang [1 ]
Gan, Shilin [1 ]
Huang, Qinghao [1 ]
Liu, Jinhui [2 ]
Bai, Jianling [1 ]
机构
[1] Nanjing Med Univ, Sch Publ Heath, Dept Biostat, 101 Longmian Ave, Nanjing 211166, Peoples R China
[2] Nanjing Med Univ, Dept Gynecol, 101 Longmian Ave, Nanjing 211166, Peoples R China
基金
中国国家自然科学基金;
关键词
endometrial cancer; hypoxia; tumor microenvironment (TME); prognosis; risk model; immune cells; chemotherapy; targeted treatment; PHASE-II TRIAL; EXPRESSION; CARCINOMA; CELLS; CHEMOTHERAPY; CARBOPLATIN; NEOANTIGENS; SENSITIVITY; IRRADIATION; PROGRESSION;
D O I
10.3390/ijms24021675
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Endometrial cancer has the highest incidence of uterine corpus cancer, the sixth most typical cancer in women until 2020. High recurrence rate and frequent adverse events were reported in either standard chemotherapy or combined therapy. Hence, developing precise diagnostic and prognostic approaches for endometrial cancer was on demand. Four hypoxia-related genes were screened for the EC prognostic model by the univariate, LASSO, and multivariate Cox regression analysis from the TCGA dataset. QT-PCR and functional annotation analysis were performed. Associations between predicted risk and immunotherapy and chemotherapy responses were investigated by evaluating expressions of immune checkpoint inhibitors, infiltrated immune cells, m6a regulators, and drug sensitivity. The ROC curve and calibration plot indicated a fair predictability of our prognostic nomogram model. NR3C1 amplification, along with IL-6 and SRPX suppressions, were detected in tumor. High stromal score and enriched infiltrated aDCs and B cells in the high-risk group supported the hypothesis of immune-deserted tumor. Hypoxia-related molecular subtypes of EC were then identified via the gene signature. Cluster 2 patients showed a significant sensitivity to Vinblastine. In summary, our hypoxia signature model accurately predicted the survival outcome of EC patients and assessed translational and transcriptional dysregulations to explore targets for precise medical treatment.
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页数:24
相关论文
共 72 条
[1]  
[Anonymous], 2009, Obstet Gynecol, V114, P409, DOI 10.1097/AOG.0b013e3181b48feb
[2]   Endometrial cancer: Molecular markers and management of advanced stage disease [J].
Arend, Rebecca C. ;
Jones, Bayley A. ;
Martinez, Alba ;
Goodfellow, Paul .
GYNECOLOGIC ONCOLOGY, 2018, 150 (03) :569-580
[3]   Increased proliferation in atypical hyperplasia/endometrioid intraepithelial neoplasia of the endometrium with concurrent inactivation of ARID1A and PTEN tumour suppressors [J].
Ayhan, Ayse ;
Mao, Tsui-Lien ;
Rahmanto, Yohan Suryo ;
Zeppernick, Felix ;
Ogawa, Hiroshi ;
Wu, Ren-Chin ;
Wang, Tian-Li ;
Shih, Ie-Ming .
JOURNAL OF PATHOLOGY CLINICAL RESEARCH, 2015, 1 (03) :186-193
[4]   A phase 2 evaluation of pembrolizumab for recurrent Lynch-like versus sporadic endometrial cancers with microsatellite instability [J].
Bellone, Stefania ;
Roque, Dana M. ;
Siegel, Eric R. ;
Buza, Natalia ;
Hui, Pei ;
Bonazzoli, Elena ;
Guglielmi, Adele ;
Zammataro, Luca ;
Nagarkatti, Nupur ;
Zaidi, Samir ;
Lee, Jungsoo ;
Silasi, Dan-Arin ;
Huang, Gloria S. ;
Andikyan, Vaagn ;
Damast, Shari ;
Clark, Mitchell ;
Azodi, Masoud ;
Schwartz, Peter E. ;
Tymon-Rosario, Joan R. ;
Harold, Justin A. ;
Mauricio, Dennis ;
Zeybek, Burak ;
Menderes, Gulden ;
Altwerger, Gary ;
Ratner, Elena ;
Alexandrov, Ludmil B. ;
Iwasaki, Akiko ;
Kong, Yong ;
Song, Eric ;
Dong, Weilai ;
Elvin, Julia A. ;
Choi, Jungmin ;
Santin, Alessandro D. .
CANCER, 2022, 128 (06) :1206-1218
[5]  
Brizel DM, 1996, CANCER RES, V56, P941
[6]   Current recommendations and recent progress in endometrial cancer [J].
Brooks, Rebecca A. ;
Fleming, Gini F. ;
Lastra, Ricardo R. ;
Lee, Nita K. ;
Moroney, John W. ;
Son, Christina H. ;
Tatebe, Ken ;
Veneris, Jennifer L. .
CA-A CANCER JOURNAL FOR CLINICIANS, 2019, 69 (04) :258-279
[7]   Molecular Pathways: Next-Generation Immunotherapy-Inhibiting Programmed Death-Ligand 1 and Programmed Death-1 [J].
Chen, Daniel S. ;
Irving, Bryan A. ;
Hodi, F. Stephen .
CLINICAL CANCER RESEARCH, 2012, 18 (24) :6580-6587
[8]   Integrated Molecular Characterization of Uterine Carcinosarcoma [J].
Cherniack, Andrew D. ;
Shen, Hui ;
Walter, Vonn ;
Stewart, Chip ;
Murray, Bradley A. ;
Bowlby, Reanne ;
Hu, Xin ;
Ling, Shiyun ;
Soslow, Robert A. ;
Broaddus, Russell R. ;
Zuna, Rosemary E. ;
Robertson, Gordon ;
Laird, Peter W. ;
Kucherlapati, Raju ;
Mills, Gordon B. ;
Weinstein, John N. ;
Zhang, Jiashan ;
Akbani, Rehan ;
Levine, Douglas A. .
CANCER CELL, 2017, 31 (03) :411-423
[9]   Hypoxia and acidosis: immune suppressors and therapeutic targets [J].
Damgaci, Sultan ;
Ibrahim-Hashim, Arig ;
Enriquez-Navas, Pedro M. ;
Pilon-Thomas, Shari ;
Guvenis, Albert ;
Gillies, Robert J. .
IMMUNOLOGY, 2018, 154 (03) :354-362
[10]   Microenvironmental regulation of tumour angiogenesis [J].
de Palma, Michele ;
Biziato, Daniela ;
Petrova, Tatiana V. .
NATURE REVIEWS CANCER, 2017, 17 (08) :457-474