Dermatomyositis with intrahepatic cholangiocarcinoma: a case report and data mining based on machine learning

被引:0
|
作者
Zhang, Xusheng [1 ]
Chen, Bendong [2 ]
机构
[1] Ningxia Med Univ, Yinchuan, Peoples R China
[2] Ningxia Med Univ, Gen Hosp, Yinchuan, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2023年 / 13卷
关键词
dermatomyositis; intrahepatic cholangiocarcinoma; paraneoplastic dermatomyositis; PARP12; MT1M; POLYMYOSITIS; MALIGNANCY; CARCINOMA; PARP12;
D O I
10.3389/fonc.2023.1206043
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Cancer secondary to dermatomyositis (DM) is defined as paraneoplastic dermatomyositis, which is one of the major subtypes of DM. However, cases of DM with intrahepatic cholangiocarcinoma (ICC) are rarely reported. In the course of our clinical work, we encountered a case of a middle-aged female patient who was diagnosed with DM for 7 years and then diagnosed with ICC, and we would like to share this case. In addition, in order to further investigate the deeper mechanism of ICC associated with DM, we also analyzed the dataset related to DM and ICC in the Gene Expression Omnibus (GEO) database based on the machine learning methods and found that poly(ADP-ribose) polymerase family member 12 (PARP12) and metallothionein 1M (MT1M) were closely associated with ICC secondary to DM. They are potentially important biomarkers for predicting the occurrence of ICC in patients with DM.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] Differentiation combined hepatocellular and cholangiocarcinoma from intrahepatic cholangiocarcinoma based on radiomics machine learning
    Zhang, Jun
    Huang, Zixing
    Cao, Likun
    Zhang, Zhen
    Wei, Yi
    Zhang, Xin
    Song, Bin
    ANNALS OF TRANSLATIONAL MEDICINE, 2020, 8 (04)
  • [2] Development and validation of a machine learning-based nomogram for prediction of intrahepatic cholangiocarcinoma in patients with intrahepatic lithiasis
    Shen, Xian
    Zhao, Huanhu
    Jin, Xing
    Chen, Junyu
    Yu, Zhengping
    Ramen, Kuvaneshan
    Zheng, Xiangwu
    Wu, Xiuling
    Shan, Yunfeng
    Bai, Jianling
    Zhang, Qiyu
    Zeng, Qiqiang
    HEPATOBILIARY SURGERY AND NUTRITION, 2021, 10 (06) : 749 - +
  • [3] Intrahepatic cholangiocarcinoma with rhabdoid transformation - Case report
    Honda, M
    Enjoji, M
    Sakai, H
    Yamamoto, I
    Tsuneyoshi, M
    Nawata, H
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 1996, 11 (08) : 771 - 774
  • [4] Maffucci Syndrome with Intrahepatic Cholangiocarcinoma: A Case Report
    Kobayashi, Ryoichiro
    Shimizu, Akira
    Kubota, Koji
    Notake, Tsuyoshi
    Sugenoya, Shinsuke
    Hosoda, Kiyotaka
    Hayashi, Hikaru
    Yasukawa, Koya
    Satoh, Yayoi
    Iwaya, Mai
    Sano, Kenji
    Soejima, Yuji
    CASE REPORTS IN ONCOLOGY, 2021, 14 (03): : 1347 - 1352
  • [5] Intrahepatic Cholangiocarcinoma in a Young Female: A Case Report
    Sy, Alexander
    Tan, Catherine
    AMERICAN JOURNAL OF GASTROENTEROLOGY, 2010, 105 : S190 - S191
  • [6] Overview of Data Mining Based on Machine Learning
    Zhou, Jia-Sheng
    Cai, Zhi-Yuan
    INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND COMMUNICATION ENGINEERING (CSCE 2015), 2015, : 51 - 56
  • [7] Machine learning-based multimodal prediction of prognosis in patients with resected intrahepatic cholangiocarcinoma
    Schmauch, Benoit
    Brion, Eliott
    Ducret, Valerie
    Nasar, Naaz
    McIntyre, Sarah
    Sin-Chan, Patrick
    Maussion, Charles
    Jarnagin, William R.
    Chakraborty, Jayasree
    JOURNAL OF CLINICAL ONCOLOGY, 2023, 41 (16)
  • [8] Feasibility of machine learning-based modeling and prediction using multiple centers data to assess intrahepatic cholangiocarcinoma outcomes
    Zhou, Shuang-Nan
    Jv, Da-Wei
    Meng, Xiang-Fei
    Zhang, Jing-Jing
    Liu, Chun
    Wu, Ze-Yi
    Hong, Na
    Lu, Yin-Ying
    Zhang, Ning
    ANNALS OF MEDICINE, 2023, 55 (01) : 215 - 223
  • [9] Machine learning based on biological context facilitates the identification of microvascular invasion in intrahepatic cholangiocarcinoma
    Xu, Shuaishuai
    Wan, Mingyu
    Ye, Chanqi
    Chen, Ruyin
    Li, Qiong
    Zhang, Xiaochen
    Ruan, Jian
    CARCINOGENESIS, 2024,
  • [10] Intrahepatic cholangiocarcinoma showing mixed differentiation: a case report
    Shimonishi, T
    Sugawara, H
    Miyazaki, K
    Nakanuma, Y
    HISTOPATHOLOGY, 1998, 33 (05) : 488 - 490