Robust prediction of pan-cancer immune checkpoint blockade response using machine learning

被引：0
|
作者：
Chang, Tiangen
Dhruba, Saugato R.
Cao, Yingying
Morris, Luc G.
Ruppin, Eytan
机构：
来源：
CANCER RESEARCH | 2023年 / 83卷 / 07期
关键词：
D O I：
10.1158/1538-7445.AM2023-5390
中图分类号：
R73 [肿瘤学];
学科分类号：
100214 ;
摘要：
5390
引用
收藏
页数：2
相关论文
共 50 条
  • [1] A Pan-Cancer Immunogenomic Atlas for Immune Checkpoint Blockade Immunotherapy
    Yang, Jing
    Zhao, Shilin
    Wang, Jing
    Sheng, Quanhu
    Liu, Qi
    Shyr, Yu
    CANCER RESEARCH, 2022, 82 (04) : 539 - 542
  • [2] A Pan-Cancer Approach to Predict Responsiveness to Immune Checkpoint Inhibitors by Machine Learning
    Polano, Maurizio
    Chierici, Marco
    Dal Bo, Michele
    Gentilini, Davide
    Di Cintio, Federica
    Baboci, Lorena
    Gibbs, David L.
    Furlanello, Cesare
    Toffoli, Giuseppe
    CANCERS, 2019, 11 (10)
  • [3] Machine Learning Predictor of Immune Checkpoint Blockade Response in Gastric Cancer
    Sung, Ji-Yong
    Cheong, Jae-Ho
    CANCERS, 2022, 14 (13)
  • [4] A PAN-CANCER META-ANALYSIS OF IMMUNE CHECKPOINT INHIBITOR RESPONSE
    不详
    CANCER DISCOVERY, 2021, 11 (03) : 532 - 532
  • [5] Use of CRTAM expression as a predictive biomarker for immune checkpoint blockade in a pan-cancer cohort
    Miyashita, Hirotaka
    Nishizaki, Daisuke
    Lee, Suzanna
    Nesline, Mary K.
    Conroy, Jeffrey M.
    DePietro, Paul
    Pabla, Sarabjot
    Aoshima, Ken
    Kato, Shumei
    Kurzrock, Razelle
    JOURNAL OF CLINICAL ONCOLOGY, 2024, 42 (16)
  • [6] Mutation of isocitrate dehydrogenase indicates favorable outcomes in pan-cancer immune checkpoint blockade
    Huang, Zhiyang
    Li, Yingying
    Zhao, Hong
    Zhao, Bin
    JOURNAL OF TRANSLATIONAL MEDICINE, 2025, 23 (01)
  • [7] Robust prediction of response to immune checkpoint blockade therapy in metastatic melanoma
    Noam Auslander
    Gao Zhang
    Joo Sang Lee
    Dennie T. Frederick
    Benchun Miao
    Tabea Moll
    Tian Tian
    Zhi Wei
    Sanna Madan
    Ryan J. Sullivan
    Genevieve Boland
    Keith Flaherty
    Meenhard Herlyn
    Eytan Ruppin
    Nature Medicine, 2018, 24 : 1545 - 1549
  • [8] Robust prediction of response to immune checkpoint blockade therapy in metastatic melanoma
    Auslander, Noam
    Zhang, Gao
    Lee, Joo Sang
    Frederick, Dennie T.
    Miao, Benchun
    Moll, Tabea
    Tian, Tian
    Wei, Zhi
    Madan, Sanna
    Sullivan, Ryan J.
    Boland, Genevieve
    Flaherty, Keith
    Herlyn, Meenhard
    Ruppin, Eytan
    NATURE MEDICINE, 2018, 24 (10) : 1545 - +
  • [9] Machine and Deep Learning Methods for Predicting Immune Checkpoint Blockade Response
    Ho, Danliang
    Motani, Mehul
    MACHINE LEARNING FOR HEALTH, VOL 193, 2022, 193 : 512 - 529
  • [10] Personalized immune subtypes based on machine learning predict response to checkpoint blockade in gastric cancer
    Huang, Weibin
    Zhangt, Yuhui
    Chent, Songyao
    Yin, Haofan
    Liu, Guangyao
    Zhang, Huaqi
    Xu, Jiannan
    Yu, Jishang
    Xia, Yujian
    He, Yulong
    Zhang, Changhua
    BRIEFINGS IN BIOINFORMATICS, 2023, 24 (01)
12345