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Prognostic Value of Medulloblastoma Extent of Resection After Accounting for Molecular Subgroup: An Integrated Clinical and Molecular Analysis

BACKGROUND: Incomplete surgical resection of medulloblastoma is controversially considered a marker of high-risk disease; driving aggressive surgical resections, “second-look” surgeries, and/or intensified chemoradiotherapy. All prior publications evaluating the clinical importance of extent of rese...

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Autores principales: Thompson, Eric M, Hielscher, Thomas, Bouffet, Eric, Remke, Marc, Luu, Betty, Gururangan, Sridharan, McLendon, Roger E, Bigner, Darell D, Lipp, Eric S, Perreault, Sebastien, Cho, Yoon-Jae, Grant, Gerald, Kim, Seung-Ki, Lee, Seung-Ki Kim Ji Yeoun, Rao, Amulya A Nageswara, Giannini, Caterina, Li, Kay Ka Wai, Ng, Ho-Keung, Yao, Yu, Kumabe, Toshihiro, Tominaga, Teiji, Grajkowska, Wieslawa A, Perek-Polnik, Marta, Low, David CY, Seow, Wan Tew, Chang, Kenneth TE, Mora, Jaume, Pollack, Ian F, Hamilton, Ronald L, Leary, Sarah, Moore, Andrew S., Ingram, Wendy J., Hallahan, Andrew R., Jouvet, Anne, Fèvre-Montange, Michelle, Vasiljevic, Alexandre, Faure-Conter, Cecile, Shofuda, Tomoko, Kagawa, Naoki, Hashimoto, Naoya, Jabado, Nada, Weil, Alexander G, Gayden, Tenzin, Wataya, Takafumi, Shalaby, Tarek, Grotzer, Michael, Zitterbart, Karel, Sterba, Jaroslav, Kren, Leos, Hortobágyi, Tibor, Klekner, Almos, László, Bognár, Pócza, Tímea, Hauser, Peter, Schüller, Ulrich, Jung, Shin, Jang, Woo-Youl, French, Pim J, Kros, Johan M, van Veelen, Marie-Lise C, Massimi, Luca, Leonard, Jeffrey R, Rubin, Joshua B, Vibhakar, Rajeev, Chambless, Lola B, Cooper, Michael K, Thompson, Reid C, Faria, Claudia C, Carvalho, Alice, Nunes, Sofia, Pimentel, José, Fan, Xing, Muraszko, Karin M, López-Aguilar, Enrique, Lyden, David, Garzia, Livia, Shih, David JH, Kijima, Noriyuki, Schneider, Christian, Adamski, Jennifer, Northcott, Paul A, Kool, Marcel, Jones, David TW, Chan, Jennifer A, Nikolic, Ana, Garre, Maria Luisa, Van Meir, Erwin G, Osuka, Satoru, Olson, Jeffrey J, Jahangiri, Arman, Castro, Brandyn A., Gupta, Nalin, Weiss, William A, Moxon-Emre, Iska, Mabbott, Donald J, Lassaletta, Alvaro, Hawkins, Cynthia E, Tabori, Uri, Drake, James, Kulkarni, Abhaya, Dirks, Peter, Rutka, James T, Korshunov, Andrey, Pfister, Stefan M, Packer, Roger J, Ramaswamy, Vijay, Taylor, Michael D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4907853/
https://www.ncbi.nlm.nih.gov/pubmed/26976201
http://dx.doi.org/10.1016/S1470-2045(15)00581-1
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author Thompson, Eric M
Hielscher, Thomas
Bouffet, Eric
Remke, Marc
Luu, Betty
Gururangan, Sridharan
McLendon, Roger E
Bigner, Darell D
Lipp, Eric S
Perreault, Sebastien
Cho, Yoon-Jae
Grant, Gerald
Kim, Seung-Ki
Lee, Seung-Ki Kim Ji Yeoun
Rao, Amulya A Nageswara
Giannini, Caterina
Li, Kay Ka Wai
Ng, Ho-Keung
Yao, Yu
Kumabe, Toshihiro
Tominaga, Teiji
Grajkowska, Wieslawa A
Perek-Polnik, Marta
Low, David CY
Seow, Wan Tew
Chang, Kenneth TE
Mora, Jaume
Pollack, Ian F
Hamilton, Ronald L
Leary, Sarah
Moore, Andrew S.
Ingram, Wendy J.
Hallahan, Andrew R.
Jouvet, Anne
Fèvre-Montange, Michelle
Vasiljevic, Alexandre
Faure-Conter, Cecile
Shofuda, Tomoko
Kagawa, Naoki
Hashimoto, Naoya
Jabado, Nada
Weil, Alexander G
Gayden, Tenzin
Wataya, Takafumi
Shalaby, Tarek
Grotzer, Michael
Zitterbart, Karel
Sterba, Jaroslav
Kren, Leos
Hortobágyi, Tibor
Klekner, Almos
László, Bognár
Pócza, Tímea
Hauser, Peter
Schüller, Ulrich
Jung, Shin
Jang, Woo-Youl
French, Pim J
Kros, Johan M
van Veelen, Marie-Lise C
Massimi, Luca
Leonard, Jeffrey R
Rubin, Joshua B
Vibhakar, Rajeev
Chambless, Lola B
Cooper, Michael K
Thompson, Reid C
Faria, Claudia C
Carvalho, Alice
Nunes, Sofia
Pimentel, José
Fan, Xing
Muraszko, Karin M
López-Aguilar, Enrique
Lyden, David
Garzia, Livia
Shih, David JH
Kijima, Noriyuki
Schneider, Christian
Adamski, Jennifer
Northcott, Paul A
Kool, Marcel
Jones, David TW
Chan, Jennifer A
Nikolic, Ana
Garre, Maria Luisa
Van Meir, Erwin G
Osuka, Satoru
Olson, Jeffrey J
Jahangiri, Arman
Castro, Brandyn A.
Gupta, Nalin
Weiss, William A
Moxon-Emre, Iska
Mabbott, Donald J
Lassaletta, Alvaro
Hawkins, Cynthia E
Tabori, Uri
Drake, James
Kulkarni, Abhaya
Dirks, Peter
Rutka, James T
Korshunov, Andrey
Pfister, Stefan M
Packer, Roger J
Ramaswamy, Vijay
Taylor, Michael D
author_facet Thompson, Eric M
Hielscher, Thomas
Bouffet, Eric
Remke, Marc
Luu, Betty
Gururangan, Sridharan
McLendon, Roger E
Bigner, Darell D
Lipp, Eric S
Perreault, Sebastien
Cho, Yoon-Jae
Grant, Gerald
Kim, Seung-Ki
Lee, Seung-Ki Kim Ji Yeoun
Rao, Amulya A Nageswara
Giannini, Caterina
Li, Kay Ka Wai
Ng, Ho-Keung
Yao, Yu
Kumabe, Toshihiro
Tominaga, Teiji
Grajkowska, Wieslawa A
Perek-Polnik, Marta
Low, David CY
Seow, Wan Tew
Chang, Kenneth TE
Mora, Jaume
Pollack, Ian F
Hamilton, Ronald L
Leary, Sarah
Moore, Andrew S.
Ingram, Wendy J.
Hallahan, Andrew R.
Jouvet, Anne
Fèvre-Montange, Michelle
Vasiljevic, Alexandre
Faure-Conter, Cecile
Shofuda, Tomoko
Kagawa, Naoki
Hashimoto, Naoya
Jabado, Nada
Weil, Alexander G
Gayden, Tenzin
Wataya, Takafumi
Shalaby, Tarek
Grotzer, Michael
Zitterbart, Karel
Sterba, Jaroslav
Kren, Leos
Hortobágyi, Tibor
Klekner, Almos
László, Bognár
Pócza, Tímea
Hauser, Peter
Schüller, Ulrich
Jung, Shin
Jang, Woo-Youl
French, Pim J
Kros, Johan M
van Veelen, Marie-Lise C
Massimi, Luca
Leonard, Jeffrey R
Rubin, Joshua B
Vibhakar, Rajeev
Chambless, Lola B
Cooper, Michael K
Thompson, Reid C
Faria, Claudia C
Carvalho, Alice
Nunes, Sofia
Pimentel, José
Fan, Xing
Muraszko, Karin M
López-Aguilar, Enrique
Lyden, David
Garzia, Livia
Shih, David JH
Kijima, Noriyuki
Schneider, Christian
Adamski, Jennifer
Northcott, Paul A
Kool, Marcel
Jones, David TW
Chan, Jennifer A
Nikolic, Ana
Garre, Maria Luisa
Van Meir, Erwin G
Osuka, Satoru
Olson, Jeffrey J
Jahangiri, Arman
Castro, Brandyn A.
Gupta, Nalin
Weiss, William A
Moxon-Emre, Iska
Mabbott, Donald J
Lassaletta, Alvaro
Hawkins, Cynthia E
Tabori, Uri
Drake, James
Kulkarni, Abhaya
Dirks, Peter
Rutka, James T
Korshunov, Andrey
Pfister, Stefan M
Packer, Roger J
Ramaswamy, Vijay
Taylor, Michael D
author_sort Thompson, Eric M
collection PubMed
description BACKGROUND: Incomplete surgical resection of medulloblastoma is controversially considered a marker of high-risk disease; driving aggressive surgical resections, “second-look” surgeries, and/or intensified chemoradiotherapy. All prior publications evaluating the clinical importance of extent of resection (EOR) failed to account for molecular subgroup. We analysed the prognostic value of EOR across 787 medulloblastoma samples in a subgroup-specific manner. METHODS: We retrospectively identified patients from Medulloblastoma Advanced Genomics International Consortium (MAGIC) centres with a histological diagnosis of medulloblastoma and complete extent of resection and survival data. Specimens were collected from 35 international institutions. Medulloblastoma subgroup affiliation was determined using nanoString gene expression profiling on frozen or formalin-fixed paraffin-embedded tissues. Extent of resection (EOR) based on post-operative imaging was classified as gross total (GTR), near total (NTR, <1·5cm(2)), or subtotal (STR, ≥ 1·5cm(2)). Overall survival (OS) and progression-free survival (PFS) multivariable analyses including subgroup, age, metastatic status, geographical location of therapy (North America/Australia vs world), and adjuvant therapy regimen were performed. The primary endpoint was the impact of surgical EOR by molecular subgroup and other clinical variables on OS and PFS. FINDINGS: 787 medulloblastoma patients (86 WNT, 242 SHH, 163 Group 3, and 296 Group 4) were included in a multivariable Cox model of PFS and OS. The marked benefit of EOR in the overall cohort was greatly attenuated after including molecular subgroup in the multivariable analysis. There was an observed PFS benefit of GTR over STR (hazard ration [HR] 1·45, 95% CI; 1·07–1·96, p=0·02) but there was no observed PFS or OS benefit of GTR over NTR (HR 1·05, 0·71–1·53, p=0·82 and HR 1·14, 0·75–1·72, p=0.55). There was no statistically significant survival benefit to greater EOR for patients with WNT, SHH, or Group 3 patients (HR 1·03, 0·67–1·58, p=0·9 for STR vs. GTR). There was a PFS benefit for GTR over STR in patients with Group 4 medulloblastoma (HR1·97, 1·22–3·17, p=0·01), particularly those with metastatic disease (HR 2·22, 1–4·93, p=0·05). A nomogram based on this multivariable cox proportional hazards model shows the comparably smaller impact of EOR on relative risk for PFS and OS than subgroup affiliation, metastatic status, radiation dose, and adjuvant chemotherapy. INTERPRETATION: The prognostic benefit of EOR for patients with medulloblastoma is attenuated after accounting for molecular subgroup affiliation. Although maximal safe surgical resection should remain the standard of care, surgical removal of small residual portions of medulloblastoma is not recommended when the likelihood of neurological morbidity is high as there is no definitive benefit to GTR over NTR. Our results suggest a re-evaluation of the long-term implications of intensified craniospinal irradiation (36 Gy) in children with small residual portions of medulloblastoma. FUNDING: Funding Canadian Cancer Society Research Institute, Terry Fox Research Institute, Canadian Institutes of Health Research, National Institutes of Health, Pediatric Brain Tumor Foundation, Garron Family Chair in Childhood Cancer Research.
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spelling pubmed-49078532017-04-01 Prognostic Value of Medulloblastoma Extent of Resection After Accounting for Molecular Subgroup: An Integrated Clinical and Molecular Analysis Thompson, Eric M Hielscher, Thomas Bouffet, Eric Remke, Marc Luu, Betty Gururangan, Sridharan McLendon, Roger E Bigner, Darell D Lipp, Eric S Perreault, Sebastien Cho, Yoon-Jae Grant, Gerald Kim, Seung-Ki Lee, Seung-Ki Kim Ji Yeoun Rao, Amulya A Nageswara Giannini, Caterina Li, Kay Ka Wai Ng, Ho-Keung Yao, Yu Kumabe, Toshihiro Tominaga, Teiji Grajkowska, Wieslawa A Perek-Polnik, Marta Low, David CY Seow, Wan Tew Chang, Kenneth TE Mora, Jaume Pollack, Ian F Hamilton, Ronald L Leary, Sarah Moore, Andrew S. Ingram, Wendy J. Hallahan, Andrew R. Jouvet, Anne Fèvre-Montange, Michelle Vasiljevic, Alexandre Faure-Conter, Cecile Shofuda, Tomoko Kagawa, Naoki Hashimoto, Naoya Jabado, Nada Weil, Alexander G Gayden, Tenzin Wataya, Takafumi Shalaby, Tarek Grotzer, Michael Zitterbart, Karel Sterba, Jaroslav Kren, Leos Hortobágyi, Tibor Klekner, Almos László, Bognár Pócza, Tímea Hauser, Peter Schüller, Ulrich Jung, Shin Jang, Woo-Youl French, Pim J Kros, Johan M van Veelen, Marie-Lise C Massimi, Luca Leonard, Jeffrey R Rubin, Joshua B Vibhakar, Rajeev Chambless, Lola B Cooper, Michael K Thompson, Reid C Faria, Claudia C Carvalho, Alice Nunes, Sofia Pimentel, José Fan, Xing Muraszko, Karin M López-Aguilar, Enrique Lyden, David Garzia, Livia Shih, David JH Kijima, Noriyuki Schneider, Christian Adamski, Jennifer Northcott, Paul A Kool, Marcel Jones, David TW Chan, Jennifer A Nikolic, Ana Garre, Maria Luisa Van Meir, Erwin G Osuka, Satoru Olson, Jeffrey J Jahangiri, Arman Castro, Brandyn A. Gupta, Nalin Weiss, William A Moxon-Emre, Iska Mabbott, Donald J Lassaletta, Alvaro Hawkins, Cynthia E Tabori, Uri Drake, James Kulkarni, Abhaya Dirks, Peter Rutka, James T Korshunov, Andrey Pfister, Stefan M Packer, Roger J Ramaswamy, Vijay Taylor, Michael D Lancet Oncol Article BACKGROUND: Incomplete surgical resection of medulloblastoma is controversially considered a marker of high-risk disease; driving aggressive surgical resections, “second-look” surgeries, and/or intensified chemoradiotherapy. All prior publications evaluating the clinical importance of extent of resection (EOR) failed to account for molecular subgroup. We analysed the prognostic value of EOR across 787 medulloblastoma samples in a subgroup-specific manner. METHODS: We retrospectively identified patients from Medulloblastoma Advanced Genomics International Consortium (MAGIC) centres with a histological diagnosis of medulloblastoma and complete extent of resection and survival data. Specimens were collected from 35 international institutions. Medulloblastoma subgroup affiliation was determined using nanoString gene expression profiling on frozen or formalin-fixed paraffin-embedded tissues. Extent of resection (EOR) based on post-operative imaging was classified as gross total (GTR), near total (NTR, <1·5cm(2)), or subtotal (STR, ≥ 1·5cm(2)). Overall survival (OS) and progression-free survival (PFS) multivariable analyses including subgroup, age, metastatic status, geographical location of therapy (North America/Australia vs world), and adjuvant therapy regimen were performed. The primary endpoint was the impact of surgical EOR by molecular subgroup and other clinical variables on OS and PFS. FINDINGS: 787 medulloblastoma patients (86 WNT, 242 SHH, 163 Group 3, and 296 Group 4) were included in a multivariable Cox model of PFS and OS. The marked benefit of EOR in the overall cohort was greatly attenuated after including molecular subgroup in the multivariable analysis. There was an observed PFS benefit of GTR over STR (hazard ration [HR] 1·45, 95% CI; 1·07–1·96, p=0·02) but there was no observed PFS or OS benefit of GTR over NTR (HR 1·05, 0·71–1·53, p=0·82 and HR 1·14, 0·75–1·72, p=0.55). There was no statistically significant survival benefit to greater EOR for patients with WNT, SHH, or Group 3 patients (HR 1·03, 0·67–1·58, p=0·9 for STR vs. GTR). There was a PFS benefit for GTR over STR in patients with Group 4 medulloblastoma (HR1·97, 1·22–3·17, p=0·01), particularly those with metastatic disease (HR 2·22, 1–4·93, p=0·05). A nomogram based on this multivariable cox proportional hazards model shows the comparably smaller impact of EOR on relative risk for PFS and OS than subgroup affiliation, metastatic status, radiation dose, and adjuvant chemotherapy. INTERPRETATION: The prognostic benefit of EOR for patients with medulloblastoma is attenuated after accounting for molecular subgroup affiliation. Although maximal safe surgical resection should remain the standard of care, surgical removal of small residual portions of medulloblastoma is not recommended when the likelihood of neurological morbidity is high as there is no definitive benefit to GTR over NTR. Our results suggest a re-evaluation of the long-term implications of intensified craniospinal irradiation (36 Gy) in children with small residual portions of medulloblastoma. FUNDING: Funding Canadian Cancer Society Research Institute, Terry Fox Research Institute, Canadian Institutes of Health Research, National Institutes of Health, Pediatric Brain Tumor Foundation, Garron Family Chair in Childhood Cancer Research. 2016-03-12 2016-04 /pmc/articles/PMC4907853/ /pubmed/26976201 http://dx.doi.org/10.1016/S1470-2045(15)00581-1 Text en http://creativecommons.org/licenses/by-nc-nd/4.0/ This manuscript version is made available under the CC BY-NC-ND 4.0 license
spellingShingle Article
Thompson, Eric M
Hielscher, Thomas
Bouffet, Eric
Remke, Marc
Luu, Betty
Gururangan, Sridharan
McLendon, Roger E
Bigner, Darell D
Lipp, Eric S
Perreault, Sebastien
Cho, Yoon-Jae
Grant, Gerald
Kim, Seung-Ki
Lee, Seung-Ki Kim Ji Yeoun
Rao, Amulya A Nageswara
Giannini, Caterina
Li, Kay Ka Wai
Ng, Ho-Keung
Yao, Yu
Kumabe, Toshihiro
Tominaga, Teiji
Grajkowska, Wieslawa A
Perek-Polnik, Marta
Low, David CY
Seow, Wan Tew
Chang, Kenneth TE
Mora, Jaume
Pollack, Ian F
Hamilton, Ronald L
Leary, Sarah
Moore, Andrew S.
Ingram, Wendy J.
Hallahan, Andrew R.
Jouvet, Anne
Fèvre-Montange, Michelle
Vasiljevic, Alexandre
Faure-Conter, Cecile
Shofuda, Tomoko
Kagawa, Naoki
Hashimoto, Naoya
Jabado, Nada
Weil, Alexander G
Gayden, Tenzin
Wataya, Takafumi
Shalaby, Tarek
Grotzer, Michael
Zitterbart, Karel
Sterba, Jaroslav
Kren, Leos
Hortobágyi, Tibor
Klekner, Almos
László, Bognár
Pócza, Tímea
Hauser, Peter
Schüller, Ulrich
Jung, Shin
Jang, Woo-Youl
French, Pim J
Kros, Johan M
van Veelen, Marie-Lise C
Massimi, Luca
Leonard, Jeffrey R
Rubin, Joshua B
Vibhakar, Rajeev
Chambless, Lola B
Cooper, Michael K
Thompson, Reid C
Faria, Claudia C
Carvalho, Alice
Nunes, Sofia
Pimentel, José
Fan, Xing
Muraszko, Karin M
López-Aguilar, Enrique
Lyden, David
Garzia, Livia
Shih, David JH
Kijima, Noriyuki
Schneider, Christian
Adamski, Jennifer
Northcott, Paul A
Kool, Marcel
Jones, David TW
Chan, Jennifer A
Nikolic, Ana
Garre, Maria Luisa
Van Meir, Erwin G
Osuka, Satoru
Olson, Jeffrey J
Jahangiri, Arman
Castro, Brandyn A.
Gupta, Nalin
Weiss, William A
Moxon-Emre, Iska
Mabbott, Donald J
Lassaletta, Alvaro
Hawkins, Cynthia E
Tabori, Uri
Drake, James
Kulkarni, Abhaya
Dirks, Peter
Rutka, James T
Korshunov, Andrey
Pfister, Stefan M
Packer, Roger J
Ramaswamy, Vijay
Taylor, Michael D
Prognostic Value of Medulloblastoma Extent of Resection After Accounting for Molecular Subgroup: An Integrated Clinical and Molecular Analysis
title Prognostic Value of Medulloblastoma Extent of Resection After Accounting for Molecular Subgroup: An Integrated Clinical and Molecular Analysis
title_full Prognostic Value of Medulloblastoma Extent of Resection After Accounting for Molecular Subgroup: An Integrated Clinical and Molecular Analysis
title_fullStr Prognostic Value of Medulloblastoma Extent of Resection After Accounting for Molecular Subgroup: An Integrated Clinical and Molecular Analysis
title_full_unstemmed Prognostic Value of Medulloblastoma Extent of Resection After Accounting for Molecular Subgroup: An Integrated Clinical and Molecular Analysis
title_short Prognostic Value of Medulloblastoma Extent of Resection After Accounting for Molecular Subgroup: An Integrated Clinical and Molecular Analysis
title_sort prognostic value of medulloblastoma extent of resection after accounting for molecular subgroup: an integrated clinical and molecular analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4907853/
https://www.ncbi.nlm.nih.gov/pubmed/26976201
http://dx.doi.org/10.1016/S1470-2045(15)00581-1
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AT rubinjoshuab prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT vibhakarrajeev prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT chamblesslolab prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT coopermichaelk prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT thompsonreidc prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT fariaclaudiac prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT carvalhoalice prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT nunessofia prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT pimenteljose prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT fanxing prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT muraszkokarinm prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT lopezaguilarenrique prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT lydendavid prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT garzialivia prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT shihdavidjh prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT kijimanoriyuki prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT schneiderchristian prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT adamskijennifer prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT northcottpaula prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT koolmarcel prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT jonesdavidtw prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT chanjennifera prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT nikolicana prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT garremarialuisa prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT vanmeirerwing prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT osukasatoru prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT olsonjeffreyj prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT jahangiriarman prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT castrobrandyna prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT guptanalin prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT weisswilliama prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT moxonemreiska prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT mabbottdonaldj prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT lassalettaalvaro prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT hawkinscynthiae prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT taboriuri prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT drakejames prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT kulkarniabhaya prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT dirkspeter prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT rutkajamest prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT korshunovandrey prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT pfisterstefanm prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT packerrogerj prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT ramaswamyvijay prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis
AT taylormichaeld prognosticvalueofmedulloblastomaextentofresectionafteraccountingformolecularsubgroupanintegratedclinicalandmolecularanalysis