Comprehensive analysis of a homeobox family gene signature in clear cell renal cell carcinoma with regard to prognosis and immune significance

被引:2
作者
Zheng, Di [1 ]
Ning, Jinzhuo [1 ]
Xia, Yuqi [1 ]
Ruan, Yuan [1 ]
Cheng, Fan [1 ]
机构
[1] Wuhan Univ, Dept Urol, Renmin Hosp, Wuhan, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2022年 / 12卷
基金
中国国家自然科学基金;
关键词
homeobox family gene; signature; prognosis; immune microenvironment; ccRCC; COLORECTAL-CANCER; CLINICAL-IMPLICATIONS; HOX GENES; PROMOTES; PROLIFERATION; OVEREXPRESSION; ANGIOGENESIS; CHALLENGES; APOPTOSIS; PATHWAY;
D O I
10.3389/fonc.2022.1008714
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The homeobox (HOX) family genes have been linked to multiple types of tumors, while their effect on malignant behaviors of clear cell renal cell carcinoma (ccRCC) and clinical significance remains largely unknown. Here, we comprehensively analyzed the expression profiles and prognostic value of HOX genes in ccRCC using datasets from The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC) databases. We developed a prognostic signature comprising eight HOX genes (HOXB1, HOXA7, HOXB5, HOXD8, HOXD9, HOXB9, HOXA9, and HOXA11) for overall survival prediction in ccRCC and it allowed patients to be subdivided into high- and low-risk groups. Kaplan-Meier survival analysis in all the internal and external cohorts revealed significant difference in clinical outcome of patients in different risk groups, indicating the satisfactory predictive power of the signature. Additionally, we constructed a prognostic nomogram by integrating signature-derived risk score and clinical factors such as gender, age, T and M status, which might be helpful for clinical decision-making and designing tailored management schedules. Immunological analysis revealed that the regulatory T cells (Tregs) infiltrated differently between the two subgroups in both TCGA and ICGC cohorts. ssGSEA method showed that the enrichment scores for mast cells were significantly lower in high-risk group compared with the low-risk group, which was consistent in both TCGA and ICGC cohorts. As for the related immune function, the enrichment scores of APC co-inhibition, para-inflammation, and type II IFN response were consistently lower in high-risk group in both cohorts. Of the eight HOX genes, the mRNA and protein levels of HOXD8 were downregulated in ccRCC than that in normal tissues, and decreased expression of HOXD8 was associated with increased tumor grade and stage, and lymph node metastasis. Survival analysis revealed that lower expression of HOXD8 predicted worse overall survival in ccRCC. In conclusion, our HOX gene-based signature was a favorable indicator to predict the prognosis of ccRCC cases and associated with immune cell infiltration. HOXD8 might be a tumor suppressor gene in ccRCC and a potential predictor of tumor progression.
引用
收藏
页数:20
相关论文
共 74 条
  • [1] HOXA11 gene is hypermethylation and aberrant expression in gastric cancer
    Bai, Yinguo
    Fang, Na
    Gu, Tingxun
    Kang, Yuhua
    Wu, Jiang
    Yang, Desheng
    Zhang, Hui
    Suo, Zhimin
    Ji, Shaoping
    [J]. CANCER CELL INTERNATIONAL, 2014, 14
  • [2] Macrophage Polarization States in the Tumor Microenvironment
    Boutilier, Ava J.
    Elsawa, Sherine F.
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (13)
  • [3] HOXD1 functions as a novel tumor suppressor in kidney renal clear cell carcinoma
    Cui, Yuanbo
    Zhang, Chunyan
    Li, Ya
    Ma, Shanshan
    Cao, Wei
    Guan, Fangxia
    [J]. CELL BIOLOGY INTERNATIONAL, 2021, 45 (06) : 1246 - 1259
  • [4] Comprehensive analysis of the HOXA gene family identifies HOXA13 as a novel oncogenic gene in kidney renal clear cell carcinoma
    Cui, Yuanbo
    Yan, Ming
    Zhang, Chunyan
    Xue, Jinhui
    Zhang, Quanwu
    Ma, Shanshan
    Guan, Fangxia
    Cao, Wei
    [J]. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2020, 146 (08) : 1993 - 2006
  • [5] HOXC11 functions as a novel oncogene in human colon adenocarcinoma and kidney renal clear cell carcinoma
    Cui, Yuanbo
    Zhang, Chunyan
    Wang, Yaping
    Ma, Shanshan
    Cao, Wei
    Guan, Fangxia
    [J]. LIFE SCIENCES, 2020, 243
  • [6] Upregulated expression of HOXB7 in intrahepatic cholangiocarcinoma is associated with tumor cell metastasis and poor prognosis
    Dai, Longfei
    Hu, Wendi
    Yang, Zhenjie
    Chen, Diyu
    He, Bin
    Chen, Yunhao
    Zhou, Lin
    Xie, Haiyang
    Wu, Jian
    Zheng, Shusen
    [J]. LABORATORY INVESTIGATION, 2019, 99 (06) : 736 - 748
  • [7] HOXA7 promotes the metastasis of KRAS mutant colorectal cancer by regulating myeloid-derived suppressor cells
    Dang, Yunzhi
    Yu, Jiao
    Zhao, Shuhong
    Cao, Ximing
    Wang, Qing
    [J]. CANCER CELL INTERNATIONAL, 2022, 22 (01)
  • [8] HOX genes function in Breast Cancer development
    de Bessa Garcia, Simone Aparecida
    Araujo, Mafalda
    Pereira, Tiago
    Mouta, Joao
    Freitas, Renata
    [J]. BIOCHIMICA ET BIOPHYSICA ACTA-REVIEWS ON CANCER, 2020, 1873 (02):
  • [9] Identification of a Prognostic Signature Associated With the Homeobox Gene Family for Bladder Cancer
    Dong, Bingqi
    Liang, Jiaming
    Li, Ding
    Song, Wenping
    Song, Jinbo
    Zhu, Mingkai
    Zhao, Shiming
    Ma, Yongkang
    Yang, Tiejun
    [J]. FRONTIERS IN MOLECULAR BIOSCIENCES, 2021, 8
  • [10] HOXA9-methylated DNA as a diagnostic biomarker of ovarian malignancy
    Faaborg, Louise
    Jakobsen, Anders
    Waldstrom, Marianne
    Petersen, Christina B.
    Andersen, Rikke F.
    Steffensen, Karina D.
    [J]. BIOMARKERS IN MEDICINE, 2021, 15 (15) : 1309 - 1317