Radiogenomic-Based Survival Risk Stratification of Tumor Habitat on Gd-T1w MRI Is Associated with Biological Processes in Glioblastoma

Niha Beig; Kaustav Bera; Prateek Prasanna; Jacob Antunes; Ramon Correa; Salendra Singh; Anas Saeed Bamashmos; Marwa Ismail; Nathaniel Braman; Ruchika Verma; Virginia B. Hill; Volodymyr Statsevych; Manmeet S. Ahluwalia; Vinay Varadan; Anant Madabhushi; Anant Madabhushi; Pallavi Tiwari

doi:10.1158/1078-0432.CCR-19-2556

Radiogenomic-Based Survival Risk Stratification of Tumor Habitat on Gd-T1w MRI Is Associated with Biological Processes in Glioblastoma

Niha Beig, Kaustav Bera, Prateek Prasanna, Jacob Antunes, Ramon Correa, Salendra Singh, Anas Saeed Bamashmos, Marwa Ismail, Nathaniel Braman, Ruchika Verma, Virginia B. Hill, Volodymyr Statsevych, Manmeet S. Ahluwalia, Vinay Varadan, Anant Madabhushi, Anant Madabhushi, Pallavi Tiwari

Miami Cancer Institute

Research output: Contribution to journal › Article › peer-review

Original language	American English
Journal	Clinical Cancer Research
Volume	26
DOIs	https://doi.org/10.1158/1078-0432.CCR-19-2556
State	Published - Apr 15 2020

Disciplines

Medicine and Health Sciences
Oncology
Internal Medicine

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Beig, N., Bera, K., Prasanna, P., Antunes, J., Correa, R., Singh, S., Bamashmos, A. S., Ismail, M., Braman, N., Verma, R., Hill, V. B., Statsevych, V., Ahluwalia, M. S., Varadan, V., Madabhushi, A., Madabhushi, A., & Tiwari, P. (2020). Radiogenomic-Based Survival Risk Stratification of Tumor Habitat on Gd-T1w MRI Is Associated with Biological Processes in Glioblastoma. Clinical Cancer Research, 26. https://doi.org/10.1158/1078-0432.CCR-19-2556

Beig, N, Bera, K, Prasanna, P, Antunes, J, Correa, R, Singh, S, Bamashmos, AS, Ismail, M, Braman, N, Verma, R, Hill, VB, Statsevych, V, Ahluwalia, MS, Varadan, V, Madabhushi, A, Madabhushi, A & Tiwari, P 2020, 'Radiogenomic-Based Survival Risk Stratification of Tumor Habitat on Gd-T1w MRI Is Associated with Biological Processes in Glioblastoma', Clinical Cancer Research, vol. 26. https://doi.org/10.1158/1078-0432.CCR-19-2556

@article{1e585247b66242aaba16a98abc255dc0,

title = "Radiogenomic-Based Survival Risk Stratification of Tumor Habitat on Gd-T1w MRI Is Associated with Biological Processes in Glioblastoma",

author = "Niha Beig and Kaustav Bera and Prateek Prasanna and Jacob Antunes and Ramon Correa and Salendra Singh and Bamashmos, {Anas Saeed} and Marwa Ismail and Nathaniel Braman and Ruchika Verma and Hill, {Virginia B.} and Volodymyr Statsevych and Ahluwalia, {Manmeet S.} and Vinay Varadan and Anant Madabhushi and Anant Madabhushi and Pallavi Tiwari",

note = "Purpose: To (i) create a survival risk score using radiomic features from the tumor habitat on routine MRI to predict progression-free survival (PFS) in glioblastoma and (ii) obtain a biological basis for these prognostic radiomic features, by studying their radiogenomic associations with molecular signaling pathways.",

year = "2020",

month = apr,

day = "15",

doi = "10.1158/1078-0432.CCR-19-2556",

language = "American English",

volume = "26",

journal = "Clinical Cancer Research",

}

TY - JOUR

T1 - Radiogenomic-Based Survival Risk Stratification of Tumor Habitat on Gd-T1w MRI Is Associated with Biological Processes in Glioblastoma

AU - Beig, Niha

AU - Bera, Kaustav

AU - Prasanna, Prateek

AU - Antunes, Jacob

AU - Correa, Ramon

AU - Singh, Salendra

AU - Bamashmos, Anas Saeed

AU - Ismail, Marwa

AU - Braman, Nathaniel

AU - Verma, Ruchika

AU - Hill, Virginia B.

AU - Statsevych, Volodymyr

AU - Ahluwalia, Manmeet S.

AU - Varadan, Vinay

AU - Madabhushi, Anant

AU - Tiwari, Pallavi

N1 - Purpose: To (i) create a survival risk score using radiomic features from the tumor habitat on routine MRI to predict progression-free survival (PFS) in glioblastoma and (ii) obtain a biological basis for these prognostic radiomic features, by studying their radiogenomic associations with molecular signaling pathways.

PY - 2020/4/15

Y1 - 2020/4/15

UR - https://clincancerres.aacrjournals.org/content/26/8/1866

U2 - 10.1158/1078-0432.CCR-19-2556

DO - 10.1158/1078-0432.CCR-19-2556

M3 - Article

VL - 26

JO - Clinical Cancer Research

JF - Clinical Cancer Research

ER -

Radiogenomic-Based Survival Risk Stratification of Tumor Habitat on Gd-T1w MRI Is Associated with Biological Processes in Glioblastoma

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