Insight of novel biomarkers for papillary thyroid carcinoma through multiomics

被引:3
|
作者
Liu, Wei [1 ]
Zhu, Junkan [1 ,2 ]
Wu, Zhen [3 ]
Yin, Yongxiang [4 ]
Wu, Qiao [1 ,3 ]
Wu, Yiming [5 ]
Zheng, Jiaojiao [1 ]
Wang, Cong [1 ,6 ,7 ]
Chen, Hongyan [3 ]
Qazi, Talal Jamil [8 ]
Wu, Jun [9 ]
Zhang, Yuqing [9 ]
Liu, Houbao [10 ]
Yang, Jingmin [3 ,5 ,11 ]
Lu, Daru [3 ,11 ]
Zhang, Xumin [3 ]
Ai, Zhilong [1 ]
机构
[1] Fudan Univ, Zhongshan Hosp, Dept Surg Thyroid & Breast, Shanghai, Peoples R China
[2] Fudan Univ, Sch Basic Med Sci, Shanghai, Peoples R China
[3] Fudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai, Peoples R China
[4] Jiangnan Univ, Womens Hosp, Wuxi Maternal & Child Hlth Care Hosp, Dept Pathol, Wuxi, Jiangsu, Peoples R China
[5] Shanghai WeHlth Biomed Technol Co Ltd, Shanghai, Peoples R China
[6] Fudan Univ, Zhongshan Hosp Xiamen, Dept Gen Surg, Xiamen, Peoples R China
[7] Xiamen Clin Res Ctr Canc Therapy, Xiamen, Peoples R China
[8] Balochistan Univ Engn & Technol, Dept Elect Engn, Khuzdar, Pakistan
[9] Chinese Acad Sci, Shanghai Inst Biochem & Cell Biol, Univ Chinese Acad Sci, Chinese Acad Sci Ctr Excellence Mol Cell Sci,Cell, Shanghai, Peoples R China
[10] Fudan Univ, Zhongshan Hosp, Dept Gen Surg, Shanghai, Peoples R China
[11] Chongqing Populat & Family Planning Sci & Technol, Natl Hlth Commiss, Key Lab Birth Defects & Reprod Hlth, Chongqing, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2023年 / 13卷
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
papillary thyroid carcinoma; landscape; multiomics; biomarkers; prediction; diagnosis; prognosis; CELL-ADHESION MOLECULE; DOWN-REGULATION; UP-REGULATION; CANCER; EXPRESSION; MUTATIONS; BRAF; METASTASIS; RECURRENCE; TUMORS;
D O I
10.3389/fonc.2023.1269751
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
IntroductionThe overdiagnosing of papillary thyroid carcinoma (PTC) in China necessitates the development of an evidence-based diagnosis and prognosis strategy in line with precision medicine. A landscape of PTC in Chinese cohorts is needed to provide comprehensiveness.Methods6 paired PTC samples were employed for whole-exome sequencing, RNA sequencing, and data-dependent acquisition mass spectrum analysis. Weighted gene co-expression network analysis and protein-protein interactions networks were used to screen for hub genes. Moreover, we verified the hub genes' diagnostic and prognostic potential using online databases. Logistic regression was employed to construct a diagnostic model, and we evaluated its efficacy and specificity based on TCGA-THCA and GEO datasets.ResultsThe basic multiomics landscape of PTC among local patients were drawn. The similarities and differences were compared between the Chinese cohort and TCGA-THCA cohorts, including the identification of PNPLA5 as a driver gene in addition to BRAF mutation. Besides, we found 572 differentially expressed genes and 79 differentially expressed proteins. Through integrative analysis, we identified 17 hub genes for prognosis and diagnosis of PTC. Four of these genes, ABR, AHNAK2, GPX1, and TPO, were used to construct a diagnostic model with high accuracy, explicitly targeting PTC (AUC=0.969/0.959 in training/test sets).DiscussionMultiomics analysis of the Chinese cohort demonstrated significant distinctions compared to TCGA-THCA cohorts, highlighting the unique genetic characteristics of Chinese individuals with PTC. The novel biomarkers, holding potential for diagnosis and prognosis of PTC, were identified. Furthermore, these biomarkers provide a valuable tool for precise medicine, especially for immunotherapeutic or nanomedicine based cancer therapy.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Identification of potential biomarkers of papillary thyroid carcinoma
    Kilicarslan, Sabire
    Hiz-Cicekliyurt, Meliha Merve
    ENDOCRINE, 2025, 87 (02) : 758 - 771
  • [2] Genomic landscape of metastatic papillary thyroid carcinoma and novel biomarkers for predicting distant metastasis
    Lan, Xiabin
    Bao, Hua
    Ge, Xinyang
    Cao, Jun
    Fan, Xiaojun
    Zhang, Qihong
    Liu, Kaihua
    Zhang, Xian
    Tan, Zhuo
    Zheng, Chuanming
    Wang, Ao
    Chen, Chao
    Zhu, Xin
    Wang, Jiafeng
    Xu, Jiajie
    Zhu, Xuhang
    Wu, Xue
    Wang, Xiaonan
    Shao, Yang
    Ge, Minghua
    CANCER SCIENCE, 2020, 111 (06) : 2163 - 2173
  • [3] Discovery and identification of potential biomarkers of papillary thyroid carcinoma
    Fan, Yuxia
    Shi, Linan
    Liu, Qiuliang
    Dong, Rui
    Zhang, Qian
    Yang, Shaobo
    Fan, Yingzhong
    Yang, Heying
    Wu, Peng
    Yu, Jiekai
    Zheng, Shu
    Yang, Fuquan
    Wang, Jiaxiang
    MOLECULAR CANCER, 2009, 8 : 79
  • [4] Discovery and identification of potential biomarkers of papillary thyroid carcinoma
    Yuxia Fan
    Linan Shi
    Qiuliang Liu
    Rui Dong
    Qian Zhang
    Shaobo Yang
    Yingzhong Fan
    Heying Yang
    Peng Wu
    Jiekai Yu
    Shu Zheng
    Fuquan Yang
    Jiaxiang Wang
    Molecular Cancer, 8
  • [5] Circulating levels of PTEN and KLLN in papillary thyroid carcinoma: can they be considered as novel diagnostic biomarkers?
    S. Adeleh Razavi
    Mohammad Hossein Modarressi
    Parichehr Yaghmaei
    S. Mohammad Tavangar
    Mehdi Hedayati
    Endocrine, 2017, 57 : 428 - 435
  • [6] Circulating levels of PTEN and KLLN in papillary thyroid carcinoma: can they be considered as novel diagnostic biomarkers?
    Razavi, S. Adeleh
    Modarressi, Mohammad Hossein
    Yaghmaei, Parichehr
    Tavangar, S. Mohammad
    Hedayati, Mehdi
    ENDOCRINE, 2017, 57 (03) : 428 - 435
  • [7] Identification of the collagen family as prognostic biomarkers in papillary thyroid carcinoma
    Juntao Niu
    Wenyu Guo
    Yu-Zhou Chen
    Ning Jiang
    Endocrine, 2022, 78 : 491 - 506
  • [8] Proteomic analysis of papillary thyroid carcinoma to identify cancer biomarkers
    Sugimoto, Chizuru
    Narita, Norihiko
    Fujieda, Shigeharu
    CANCER SCIENCE, 2018, 109 : 215 - 215
  • [9] Identification of Potential Biomarkers in Papillary Thyroid Carcinoma Based on Proteomics
    Sun, Yu
    Sun, Jiaxuan
    Gao, Xiaona
    Shi, Tiefeng
    Wang, Maoqing
    ONCOTARGETS AND THERAPY, 2024, 17 : 905 - 923
  • [10] Identification of the collagen family as prognostic biomarkers in papillary thyroid carcinoma
    Niu, Juntao
    Guo, Wenyu
    Chen, Yu-Zhou
    Jiang, Ning
    ENDOCRINE, 2022, 78 (03) : 491 - 506