A prognostic signature for hormone receptor-positive, human epidermal growth factor receptor 2-negative breast cancer

被引:0
作者
Liu, Yincheng [1 ,2 ,3 ]
Xue, Ningyi [2 ,3 ]
Duan, Feidie [4 ]
Zhao, Kunli [4 ]
Liang, Yan [5 ]
Zhao, Jing [4 ]
Zhang, Lei [4 ]
Xu, Yu [4 ]
Zhang, Yuzi [4 ]
Wang, Guoqiang [4 ]
Cai, Shangli [4 ]
Zeng, Tianyu [5 ]
Wang, Shui [2 ]
机构
[1] Shanghai Geriatr Med Ctr, Dept Plast & Reconstruct Surg, Shanghai, Peoples R China
[2] Nanjing Med Univ, Affliated Hosp 1, Dept Breast Surg, Nanjing, Peoples R China
[3] Nanjing Med Univ, Clin Med Coll 1, Nanjing, Peoples R China
[4] Burning Rock Biotech, Guangzhou, Peoples R China
[5] Nanjing Med Univ, Affiliated Hosp 1, Dept Oncol, Nanjing, Peoples R China
关键词
Cell cycle-related gene; Breast cancer; HR+/HER2-; Prognostic analysis; Drug sensitivity; ENDOCRINE RESISTANCE; CELL-CYCLE; THERAPY; PALBOCICLIB; INHIBITION;
D O I
10.1038/s41598-025-11221-5
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Hormone receptor-positive (HR+)/human epidermal growth factor receptor 2-negative (HER2-) is the most common molecular subtype in breast cancer (BC), but drug resistance remains an unsolved problem, particularly in metastatic ones. Cell-cycle related genes play a crucial role in tumorigenesis and progression. However, their relationship with drug resistance and patient prognosis is not yet clear. Here, we introduce a novel and robust HR+/HER2- BC Prognostic Signature (HBPS) based on cell cycle-related gene expression and Cox analysis. 421 h+/HER2- BC patients from the TCGA dataset were used as the training set and 3605 patients from GEO and cBioPortal datasets were used as the validation sets. Subsequently, we explored the underlying biological mechanisms and drug susceptibility associated with the HBPS score. Patients with high HBPS scores exhibited significantly worse prognosis across all sets. The high HBPS score group demonstrated lower levels of immune cell infiltration, downregulation of HALLMARK_KRAS_SIGNALING_DN and HALLMARK_IL2-STAT5 signaling. Moreover, further validation revealed that CDKN2C (one critical gene in the HBPS) deficiency was associated with immuno-cold tumor microenvironment and enhanced HR + HER2- breast cancer cells aggressiveness. Overall, the study's biological insights, crucial for comprehending and tackling drug resistance, hold the potential to inform precise drug treatments in HR+/HER2- BC patients.
引用
收藏
页数:11
相关论文
共 39 条
[1]   Clinical Value of RNA Sequencing-Based Classifiers for Prediction of the Five Conventional Breast Cancer Biomarkers: A Report From the Population-Based Multicenter Sweden Cancerome Analysis Network-Breast Initiative [J].
Brueffer, Christian ;
Vallon-Christersson, Johan ;
Grabau, Dorthe ;
Ehinger, Anna ;
Hakkinen, Jari ;
Hegardt, Cecilia ;
Malina, Janne ;
Chen, Yilun ;
Bendahl, Par-Ola ;
Manjer, Jonas ;
Malmberg, Martin ;
Larsson, Christer ;
Loman, Niklas ;
Ryden, Lisa ;
Borg, Ake ;
Saal, Lao H. .
JCO PRECISION ONCOLOGY, 2018, 2 :1-18
[2]   CBX8 promotes lung adenocarcinoma growth and metastasis through transcriptional repression of CDKN2C and SCEL [J].
Chen, Hao ;
Su, Yijie ;
Yang, Lihong ;
Xi, Lishan ;
Li, Xuanyuan ;
Lan, Bei ;
Liu, Min ;
Xuan, Chenghao .
JOURNAL OF CELLULAR PHYSIOLOGY, 2023, 238 (11) :2710-2723
[3]   Endocrine resistance in breast cancer - An overview and update [J].
Clarke, Robert ;
Tyson, John J. ;
Dixon, J. Michael .
MOLECULAR AND CELLULAR ENDOCRINOLOGY, 2015, 418 :220-234
[4]   Robust Prognostic Gene Expression Signatures in Bladder Cancer and Lung Adenocarcinoma Depend on Cell Cycle Related Genes [J].
Dancik, Garrett M. ;
Theodorescu, Dan .
PLOS ONE, 2014, 9 (01)
[5]   Palbociclib and Letrozole in Advanced Breast Cancer [J].
Finn, Richard S. ;
Martin, Miguel ;
Rugo, Hope S. ;
Jones, Stephen ;
Im, Seock-Ah ;
Gelmon, Karen ;
Harbeck, Nadia ;
Lipatov, Oleg N. ;
Walshe, Janice M. ;
Moulder, Stacy ;
Gauthier, Eric ;
Lu, Dongrui R. ;
Randolph, Sophia ;
Dieras, Veronique ;
Slamon, Dennis J. .
NEW ENGLAND JOURNAL OF MEDICINE, 2016, 375 (20) :1925-1936
[6]   Breast Cancer Statistics, 2022 [J].
Giaquinto, Angela N. ;
Sung, Hyuna ;
Miller, Kimberly D. ;
Kramer, Joan L. ;
Newman, Lisa A. ;
Minihan, Adair ;
Jemal, Ahmedin ;
Siegel, Rebecca L. .
CA-A CANCER JOURNAL FOR CLINICIANS, 2022, 72 (06) :524-541
[7]   MONARCH 3: Abemaciclib As Initial Therapy for Advanced Breast Cancer [J].
Goetz, Matthew P. ;
Toi, Masakazu ;
Campone, Mario ;
Sohn, Joohyuk ;
Paluch-Shimon, Shani ;
Huober, Jens ;
Park, In Hae ;
Tredan, Olivier ;
Chen, Shin-Cheh ;
Manso, Luis ;
Freedman, Orit C. ;
Jaliffe, Georgina Garnica ;
Forrester, Tammy ;
Frenzel, Martin ;
Barriga, Susana ;
Smith, Ian C. ;
Bourayou, Nawel ;
Di Leo, Angelo .
JOURNAL OF CLINICAL ONCOLOGY, 2017, 35 (32) :3638-+
[8]   GSVA: gene set variation analysis for microarray and RNA-Seq data [J].
Haenzelmann, Sonja ;
Castelo, Robert ;
Guinney, Justin .
BMC BIOINFORMATICS, 2013, 14
[9]   Early Adaptation and Acquired Resistance to CDK4/6 Inhibition in Estrogen Receptor-Positive Breast Cancer [J].
Herrera-Abreu, Maria Teresa ;
Palafox, Marta ;
Asghar, Uzma ;
Rivas, Martin A. ;
Cutts, Rosalind J. ;
Garcia-Murillas, Isaac ;
Pearson, Alex ;
Guzman, Marta ;
Rodriguez, Olga ;
Grueso, Judit ;
Bellet, Meritxell ;
Cortes, Javier ;
Elliott, Richard ;
Pancholi, Sunil ;
Baselga, Jose ;
Dowsett, Mitch ;
Martin, Lesley-Ann ;
Turner, Nicholas C. ;
Serra, Violeta .
CANCER RESEARCH, 2016, 76 (08) :2301-2313
[10]   Updated results from MONALEESA-2, a phase III trial of first-line ribociclib plus letrozole versus placebo plus letrozole in hormone receptor-positive, HER2-negative advanced breast cancer [J].
Hortobagyi, G. N. ;
Stemmer, S. M. ;
Burris, H. A. ;
Yap, Y. S. ;
Sonke, C. S. ;
Paluch-Shimon, S. ;
Campone, M. ;
Petrakova, K. ;
Blackwell, K. L. ;
Winer, E. P. ;
Janni, W. ;
Verma, S. ;
Conte, P. ;
Arteaga, C. L. ;
Cameron, D. A. ;
Mondal, S. ;
Su, F. ;
Miller, M. ;
Elmeliegy, M. ;
Germa, C. ;
O'Shaughnessy, J. .
ANNALS OF ONCOLOGY, 2018, 29 (07) :1541-1547