Bimodality of gene expression in cancer patient tumors as interpretable biomarkers for drug sensitivity

被引:0
|
作者
Ba-Alawi, Wail
Nair, Sisira Kadambat
Li, Bo
Mammoliti, Anthony
Smirnov, Petr
Mer, Arvind Singh
Penn, Linda
Haibe-Kains, Benjamin
机构
关键词
D O I
10.1158/1557-3265.ADI21-PO-070
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
PO-070
引用
收藏
页数:2
相关论文
共 50 条
  • [1] Bimodality of gene expression in cancer patients as interpretable biomarkers for drug sensitivity
    Haibe-Kains, Benjamin
    Ba-alawi, Wail
    CANCER RESEARCH, 2022, 82 (12)
  • [2] Bimodal Gene Expression in Patients with Cancer Provides Interpretable Biomarkers for Drug Sensitivity
    Ba-Alawi, Wail
    Nair, Sisira Kadambat
    Li, Bo
    Mammoliti, Anthony
    Smirnov, Petr
    Mer, Arvind Singh
    Penn, Linda Z.
    Haibe-Kains, Benjamin
    CANCER RESEARCH, 2022, 82 (13) : 2378 - 2387
  • [3] Interpretable Machine Learning Approach Reveals Developmental Gene Expression Biomarkers for Cancer Patient Outcomes at Early Stages
    Kamat, Alisha
    Jin, Ting
    Min, So Yeon
    Talos, Flaminia
    Almeida, Jonas
    Wang, Daifeng
    ACM-BCB'18: PROCEEDINGS OF THE 2018 ACM INTERNATIONAL CONFERENCE ON BIOINFORMATICS, COMPUTATIONAL BIOLOGY, AND HEALTH INFORMATICS, 2018, : 510 - 510
  • [4] Gene expression based inference of cancer drug sensitivity
    Chawla, Smriti
    Rockstroh, Anja
    Lehman, Melanie
    Ratther, Ellca
    Jain, Atishay
    Anand, Anuneet
    Gupta, Apoorva
    Bhattacharya, Namrata
    Poonia, Sarita
    Rai, Priyadarshini
    Das, Nirjhar
    Majumdar, Angshul
    Jayadeva
    Ahuja, Gaurav
    Hollier, Brett G.
    Nelson, Colleen C.
    Sengupta, Debarka
    NATURE COMMUNICATIONS, 2022, 13 (01)
  • [5] Gene expression based inference of cancer drug sensitivity
    Smriti Chawla
    Anja Rockstroh
    Melanie Lehman
    Ellca Ratther
    Atishay Jain
    Anuneet Anand
    Apoorva Gupta
    Namrata Bhattacharya
    Sarita Poonia
    Priyadarshini Rai
    Nirjhar Das
    Angshul Majumdar
    Gaurav Jayadeva
    Brett G. Ahuja
    Colleen C. Hollier
    Debarka Nelson
    Nature Communications, 13
  • [6] Gene Expression and Pathway Activation Biomarkers of Breast Cancer Sensitivity to Taxanes
    Luppov, Daniil
    Sorokin, Maxim
    Zolotovskaya, Marianna
    Sekacheva, Marina
    Suntsova, Maria
    Zakharova, Galina
    Buzdin, Anton
    BIOCHEMISTRY-MOSCOW, 2024, 89 (10) : 1803 - 1822
  • [7] Identification of Cancer Drug Sensitivity Biomarkers
    Ullah, Ehsan
    Mall, Raghvendra
    Bensmail, Halima
    Rawi, Reda
    Shama, Saila
    Al Muftah, Nooral
    Thmpson, Ian Richard
    2017 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), 2017, : 2322 - 2324
  • [8] A tool for discovering drug sensitivity and gene expression associations in cancer cells
    Qin, Yong
    Conley, Anthony P.
    Grimm, Elizabeth A.
    Roszik, Jason
    PLOS ONE, 2017, 12 (04):
  • [9] Prediction of doxorubicin sensitivity in breast tumors based on gene expression profiles of drug-resistant cell lines correlates with patient survival
    Balázs Györffy
    Violeta Serra
    Karsten Jürchott
    Rula Abdul-Ghani
    Mitch Garber
    Ulrike Stein
    Iver Petersen
    Hermann Lage
    Manfred Dietel
    Reinhold Schäfer
    Oncogene, 2005, 24 : 7542 - 7551
  • [10] Prediction of doxorubicin sensitivity in breast tumors based on gene expression profiles of drug-resistant cell lines correlates with patient survival
    Györffy, B
    Serra, V
    Jürchott, K
    Abdul-Ghani, R
    Garber, M
    Stein, U
    Petersen, I
    Lage, H
    Dietel, M
    Schäfer, R
    ONCOGENE, 2005, 24 (51) : 7542 - 7551