Multiparametric MRI along with machine learning informs on molecular underpinnings, prognosis, and treatment response in pediatric low grade glioma

被引：0
|
作者：
Nabavizadeh, Ali
Kraya, Adam
Rathi, Komal
Kim, Meen Chul
Khalili, Nastaran
Familiar, Ariana
Kesherwani, Varun
Anderson, Hannah
Gandhi, Deep
Mahtabfar, Aria
Bagheri, Sina
Huang, Xiaoyan
Zhu, Yuankun
Sickler, Alexander
Phul, Saksham
Mueller, Sabine
Koptyra, Mateusz P.
Storm, Philip B.
Ware, Jeff
Song, Yuanquan
Fisher, Michael J.
Vossough, Arastoo
Davatzikos, Christos
Resnick, Adam C.
Kazerooni, Anahita Fathi
机构：
来源：
CANCER RESEARCH | 2024年 / 84卷 / 06期
关键词：
D O I：
10.1158/1538-7445.AM2024-5200
中图分类号：
R73 [肿瘤学];
学科分类号：
100214 ;
摘要：
5200
引用
收藏
页数：2
相关论文
共 32 条
  • [1] Multiparametric MRI along with machine learning predicts prognosis and treatment response in pediatric low-grade glioma
    Fathi Kazerooni, Anahita
    Kraya, Adam
    Rathi, Komal S.
    Kim, Meen Chul
    Vossough, Arastoo
    Khalili, Nastaran
    Familiar, Ariana M.
    Gandhi, Deep
    Khalili, Neda
    Kesherwani, Varun
    Haldar, Debanjan
    Anderson, Hannah
    Jin, Run
    Mahtabfar, Aria
    Bagheri, Sina
    Guo, Yiran
    Li, Qi
    Huang, Xiaoyan
    Zhu, Yuankun
    Sickler, Alex
    Lueder, Matthew R.
    Phul, Saksham
    Koptyra, Mateusz
    Storm, Phillip B.
    Ware, Jeffrey B.
    Song, Yuanquan
    Davatzikos, Christos
    Foster, Jessica B.
    Mueller, Sabine
    Fisher, Michael J.
    Resnick, Adam C.
    Nabavizadeh, Ali
    NATURE COMMUNICATIONS, 2025, 16 (01)
  • [2] RADIOGENOMIC ANALYSIS INFORMS ON IMMUNOLOGICAL PROFILES, PROGNOSIS, AND TREATMENT RESPONSE IN PEDIATRIC LOW-GRADE GLIOMA
    Kazerooni, Anahita Fathi
    Kraya, Adam
    Rathi, Komal S.
    Kim, Meen Chul
    Vossough, Arastoo
    Kesherwani, Varun
    Khalili, Nastaran
    Familiar, Ariana
    Gandhi, Deep
    Khalili, Neda
    Anderson, Hannah
    Koptyra, Mateusz
    Storm, Phillip B.
    Ware, Jeffrey B.
    Foster, Jessica
    Mueller, Sabine
    Fisher, Michael J.
    Resnick, Adam C.
    Nabavizadeh, Ali
    NEURO-ONCOLOGY, 2024, 26
  • [3] Multiparametric MRI-based machine learning system of molecular subgroups and prognosis in medulloblastoma
    Liu, Ziyang
    Ren, Sikang
    Zhang, Heng
    Liao, Zhiyi
    Liu, Zhiming
    An, Xu
    Cheng, Jian
    Li, Chunde
    Gong, Jian
    Niu, Haijun
    Jing, Jing
    Li, Zixiao
    Liu, Tao
    Tian, Yongji
    EUROPEAN RADIOLOGY, 2025,
  • [4] Molecular Biology in Pediatric High-Grade Glioma: Impact on Prognosis and Treatment
    Rizzo, Daniela
    Ruggiero, Antonio
    Martini, Maurizio
    Rizzo, Valentina
    Maurizi, Palma
    Riccardi, Riccardo
    BIOMED RESEARCH INTERNATIONAL, 2015, 2015
  • [5] Multiparametric MRI Features Predict the SYP Gene Expression in Low-Grade Glioma Patients: A Machine Learning-Based Radiomics Analysis
    Xiao, Zheng
    Yao, Shun
    Wang, Zong-ming
    Zhu, Di-min
    Bie, Ya-nan
    Zhang, Shi-zhong
    Chen, Wen-li
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [6] Machine learning identification of cuproptosis and necroptosis-associated molecular subtypes to aid in prognosis assessment and immunotherapy response prediction in low-grade glioma
    Miao, Ye
    Liu, Jifeng
    Liu, Xishu
    Yuan, Qihang
    Li, Hanshuo
    Zhang, Yunshu
    Zhan, Yibo
    Feng, Xiaoshi
    FRONTIERS IN GENETICS, 2022, 13
  • [7] Response to trametinib treatment in progressive pediatric low-grade glioma patients
    Florian Selt
    Cornelis M. van Tilburg
    Brigitte Bison
    Philipp Sievers
    Inga Harting
    Jonas Ecker
    Kristian W. Pajtler
    Felix Sahm
    Annabelle Bahr
    Michèle Simon
    David T. W. Jones
    Lennart Well
    Victor-Felix Mautner
    David Capper
    Pablo Hernáiz Driever
    Astrid Gnekow
    Stefan M. Pfister
    Olaf Witt
    Till Milde
    Journal of Neuro-Oncology, 2020, 149 : 499 - 510
  • [8] Response to trametinib treatment in progressive pediatric low-grade glioma patients
    Selt, Florian
    van Tilburg, Cornelis M.
    Bison, Brigitte
    Sievers, Philipp
    Harting, Inga
    Ecker, Jonas
    Pajtler, Kristian W.
    Sahm, Felix
    Bahr, Annabelle
    Simon, Michele
    Jones, David T. W.
    Well, Lennart
    Mautner, Victor-Felix
    Capper, David
    Hernaiz Driever, Pablo
    Gnekow, Astrid
    Pfister, Stefan M.
    Witt, Olaf
    Milde, Till
    JOURNAL OF NEURO-ONCOLOGY, 2020, 149 (03) : 499 - 510
  • [9] Multiparametric MRI-Based Radiomics Signature with Machine Learning for Preoperative Prediction of Prognosis Stratification in Pediatric Medulloblastoma
    Luo, Yi
    Zhuang, Yijiang
    Zhang, Siqi
    Wang, Jingsheng
    Teng, Songyu
    Zeng, Hongwu
    ACADEMIC RADIOLOGY, 2024, 31 (04) : 1629 - 1642
  • [10] Treatment Response and Prognosis Evaluation in High-Grade Glioma: An Imaging Review Based on MRI
    Zhou, Qing
    Xue, Caiqiang
    Ke, Xiaoai
    Zhou, Junlin
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2022, 56 (02) : 325 - 340
1234