Identification of the prognostic value of Th1/Th2 ratio and a novel prognostic signature in basal-like breast cancer

被引:10
作者
Xiao, Yu [1 ,2 ]
Huang, Yi [3 ]
Jiang, Jianping [1 ]
Chen, Yan [1 ]
Wei, Changyuan [1 ]
机构
[1] Guangxi Med Univ, Affiliated Tumor Hosp, Nanning, Guangxi, Peoples R China
[2] Shenzhen Second Peoples Hosp, Dept Thyroid & Breast Surg, Shenzhen, Guangdong, Peoples R China
[3] Guangxi Med Univ, Affiliated Tumor Hosp, Dept Res, Nanning, Guangxi, Peoples R China
关键词
Breast cancer; Basal-like; Th1; Th2; balance; Bioinformatic analysis; Prognostic model; IMMUNE LANDSCAPE; TH2; BALANCE; INNATE; IMPACT; CELLS;
D O I
10.1186/s41065-023-00265-0
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background Breast cancer is a heterogeneous group of diseases. The polarization of CD4+ T helper (Th) lymphocytes (mainly Th1 and Th2) may differ in breast cancers with different outcomes, but this has not been fully validated.MethodsThis study is a bioinformatic analysis, in which differentially expressed genes (DEGs) were identified in patients with low and high Th1/Th2 ratios. And then, DEG functions, hub genes and independent predictors were determined.ResultsLow Th1/Th2 ratio was associated with poor outcome in Luminal A and basal-like breast cancer (p < 0.05). GSEA and KEGG analysis of DEGs obtained from comparing low and high Th1/Th2 ratios illuminated downregulation of immune-related gene sets and pathways affecting Th1/Th2 balance toward Th2 polarization (p < 0.05). Survival and Cox analyses of all the DEGs confirmed CCL1 and MYH6 were independent protective factors and IFNK and SOAT2 were independent risk factors for basal-like breast cancer (95%CI: 1.06-2.5, p = 0.026). Then a four-gene signature was constructed and achieved a promising prognostic value (C-index = 0.82; AUC = 0.826).ConclusionsLow Th1/Th2 ratio predicts poor outcome in Luminal A and Basal-like breast cancer, and downregulation of immune-related gene sets and pathways contribute to Th1/Th2 balance toward Th2 polarization. CCL1, MYH6, IFNK, and SOAT2 have an independent prognostic value of survival outcome and might be novel markers in basal-like breast cancer.
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页数:14
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共 31 条
  • [1] Role of HLA-G in tumor escape through expansion of myeloid-derived suppressor cells and cytokinic balance in favor of Th2 versus Th1/Th17
    Agaugue, Sophie
    Carosella, Edgardo D.
    Rouas-Freiss, Nathalie
    [J]. BLOOD, 2011, 117 (26) : 7021 - 7031
  • [2] Global surveillance of trends in cancer survival 2000-14 (CONCORD-3): analysis of individual records for 37 513 025 patients diagnosed with one of 18 cancers from 322 population-based registries in 71 countries
    Allemani, Claudia
    Matsuda, Tomohiro
    Di Carlo, Veronica
    Harewood, Rhea
    Matz, Melissa
    Niksic, Maja
    Bonaventure, Audrey
    Valkov, Mikhail
    Johnson, Christopher J.
    Esteve, Jacques
    Ogunbiyi, Olufemi J.
    Azevedo e Silva, Gulnar
    Chen, Wan-Qing
    Eser, Sultan
    Engholm, Gerda
    Stiller, Charles A.
    Monnereau, Alain
    Woods, Ryan R.
    Visser, Otto
    Lim, Gek Hsiang
    Aitken, Joanne
    Weir, Hannah K.
    Coleman, Michel P.
    [J]. LANCET, 2018, 391 (10125) : 1023 - 1075
  • [3] A shift to a peripheral Th2-type cytokine pattern during the carcinogenesis of cervical cancer becomes manifest in CINIII lesions
    Bais, AG
    Beckmann, I
    Lindemans, J
    Ewing, PC
    Meijer, CJLM
    Snijders, PJF
    Helmerhorst, TJM
    [J]. JOURNAL OF CLINICAL PATHOLOGY, 2005, 58 (10) : 1096 - 1100
  • [4] Differential Impact of T-bet and IFN on Pancreatic Islet Allograft Rejection
    Besancon, Alix
    Demir, Zeynep
    Goncalves, Tania
    Valette, Fabrice
    Panafieu, Emilie
    Chatenoud, Lucienne
    You, Sylvaine
    [J]. TRANSPLANTATION, 2018, 102 (09) : 1496 - 1504
  • [5] [Anonymous], 2020, CA Cancer J Clin, V70, P313, DOI [10.3322/caac.21492, 10.3322/caac.21609]
  • [6] Th1-, Th2-, and Th17-associated cytokine expression in hypopharyngeal carcinoma and clinical significance
    Chen, Xuemei
    Wang, Junfu
    Wang, Rui
    Su, Qinghong
    Luan, Junwen
    Huang, Haiyan
    Zhou, Peng
    Liu, Jinsheng
    Xu, Xiaoqun
    [J]. EUROPEAN ARCHIVES OF OTO-RHINO-LARYNGOLOGY, 2016, 273 (02) : 431 - 438
  • [7] LINC00460 Is a Dual Biomarker That Acts as a Predictor for Increased Prognosis in Basal-Like Breast Cancer and Potentially Regulates Immunogenic and Differentiation-Related Genes
    Cisneros-Villanueva, Mireya
    Hidalgo-Perez, Lizbett
    Cedro-Tanda, Alberto
    Pena-Luna, Monica
    Mancera-Rodriguez, Marco Antonio
    Hurtado-Cordova, Eduardo
    Rivera-Salgado, Irene
    Martinez-Aguirre, Alejandro
    Jimenez-Morales, Silvia
    Alfaro-Ruiz, Luis Alberto
    Arellano-Llamas, Rocio
    Tenorio-Torres, Alberto
    Dominguez-Reyes, Carlos
    Villegas-Carlos, Felipe
    Rios-Romero, Magdalena
    Hidalgo-Miranda, Alfredo
    [J]. FRONTIERS IN ONCOLOGY, 2021, 11
  • [8] High expression of Sterol-O-Acyl transferase 1 (SOAT1), an enzyme involved in cholesterol metabolism, is associated with earlier biochemical recurrence in high risk prostate cancer
    Eckhardt, Carolin
    Sbiera, Iuliu
    Krebs, Markus
    Sbiera, Silviu
    Spahn, Martin
    Kneitz, Burkhard
    Joniau, Steven
    Fassnacht, Martin
    Kubler, Hubert
    Weigand, Isabel
    Kroiss, Matthias
    [J]. PROSTATE CANCER AND PROSTATIC DISEASES, 2022, 25 (03) : 484 - 490
  • [9] Clinical implications of interleukin (IL)-10 induced by non-small-cell lung cancer
    Hatanaka, H
    Abe, Y
    Kamiya, T
    Morino, F
    Nagata, J
    Tokunaga, T
    Oshika, Y
    Suemizu, H
    Kijima, H
    Tsuchida, T
    Yamazaki, H
    Inoue, H
    Nakamura, M
    Ueyama, Y
    [J]. ANNALS OF ONCOLOGY, 2000, 11 (07) : 815 - 819
  • [10] Genomic and Transcriptomic Landscape of Triple-Negative Breast Cancers: Subtypes and Treatment Strategies
    Jiang, Yi-Zhou
    Ma, Ding
    Suo, Chen
    Shi, Jinxiu
    Xue, Mengzhu
    Hu, Xin
    Xiao, Yi
    Yu, Ke-Da
    Liu, Yi-Rong
    Yu, Ying
    Zheng, Yuanting
    Li, Xiangnan
    Zhang, Chenhui
    Hu, Pengchen
    Zhang, Jing
    Hua, Qi
    Zhang, Jiyang
    Hou, Wanwan
    Ren, Luyao
    Bao, Ding
    Li, Bingying
    Yang, Jingcheng
    Yao, Ling
    Zuo, Wen-Jia
    Zhao, Shen
    Gong, Yue
    Ren, Yi-Xing
    Zhao, Ya-Xin
    Yang, Yun-Song
    Niu, Zhenmin
    Cao, Zhi-Gang
    Stover, Daniel G.
    Verschraegen, Claire
    Kaklamani, Virginia
    Daemen, Anneleen
    Benson, John R.
    Takabe, Kazuaki
    Bai, Fan
    Li, Da-Qiang
    Wang, Peng
    Shi, Leming
    Huang, Wei
    Shao, Zhi-Ming
    [J]. CANCER CELL, 2019, 35 (03) : 428 - +