Functional Precision Medicine Identifies New Therapeutic Candidates for Medulloblastoma

被引:38
作者
Rusert, Jessica M. [1 ]
Juarez, Edwin F. [2 ,3 ]
Brabetz, Sebastian [4 ,5 ,6 ]
Jensen, James [2 ,3 ]
Garancher, Alexandra [1 ]
Chau, Lianne Q. [1 ]
Tacheva-Grigorova, Silvia K. [1 ]
Wahab, Sameerah [1 ]
Udaka, Yoko T. [7 ]
Finlay, Darren [8 ]
Seker-Cin, Huriye [4 ,5 ,6 ]
Reardon, Brendan [9 ,10 ]
Groebner, Susanne [4 ,5 ,6 ]
Serrano, Jonathan [11 ]
Ecker, Jonas [4 ,12 ,13 ]
Qi, Lin [14 ]
Kogiso, Mari [14 ]
Du, Yuchen [14 ,15 ]
Baxter, Patricia A. [14 ,15 ]
Henderson, Jacob J. [16 ,17 ]
Berens, Michael E. [18 ]
Vuori, Kristiina [8 ]
Milde, Till [4 ,12 ,13 ]
Cho, Yoon-Jae [16 ,17 ]
Li, Xiao-Nan [14 ,15 ]
Olson, James M. [19 ,20 ]
Reyes, Iris [21 ]
Snuderl, Matija [11 ]
Wong, Terence C. [21 ]
Dimmock, David P. [21 ]
Nahas, Shareef A. [21 ]
Malicki, Denise [22 ,23 ,24 ]
Crawford, John R. [22 ,24 ,25 ]
Levy, Michael L. [22 ,26 ]
Van Allen, Eliezer M. [9 ,10 ]
Pfister, Stefan M. [4 ,5 ,6 ,13 ]
Tamayo, Pablo [2 ,3 ]
Kool, Marcel [4 ,5 ,6 ,27 ]
Mesirov, Jill P. [2 ,3 ]
Wechsler-Reya, Robert J. [1 ,21 ,24 ]
机构
[1] Sanford Burnham Prebys Med Discovery Inst, Tumor Initiat & Maintenance Program, NCI esignated Canc Ctr, La Jolla, CA USA
[2] Univ Calif San Diego, Dept Med, La Jolla, CA 92093 USA
[3] Univ Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USA
[4] Hopp Childrens Canc Ctr KiTZ, Heidelberg, Germany
[5] German Canc Res Ctr, Div Pediat Neurooncol, Heidelberg, Germany
[6] German Canc Consortium DKTK, Heidelberg, Germany
[7] Rady Childrens Hosp San Diego, San Diego, CA USA
[8] Sanford Burnham Prebys Med Discovery Inst, Tumor Microenvironm & Canc Immunol Program, NCI Designated Canc Ctr, La Jolla, CA USA
[9] Harvard Med Sch, Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA
[10] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[11] NYU Langone Hlth, Dept Pathol, New York, NY USA
[12] German Canc Res Ctr, CCU Pediat Oncol, Heidelberg, Germany
[13] Univ Hosp Heidelberg, Dept Pediat Oncol & Hematol, Heidelberg, Germany
[14] Baylor Coll Med, Dept Pediat, Texas Childrens Canc Ctr, Brain Tumor Program, Houston, TX 77030 USA
[15] Northwestern Univ, Dept Pediat, Program Precis Med PDOX Modeling Pediat Tumors, Ann & Robert H Lurie Childrens Hosp Chicago, Chicago, IL 60611 USA
[16] Oregon Hlth & Sci Univ, Dept Pediat, Pape Family Pediat Res Inst, 3181 Sw Sam Jackson Pk Rd, Portland, OR 97201 USA
[17] Oregon Hlth & Sci Univ, Knight Canc Inst, Portland, OR 97201 USA
[18] Translat Genom Res Inst, Canc & Cell Biol Div, Phoenix, AZ USA
[19] Fred Hutchinson Canc Res Ctr, 1124 Columbia St, Seattle, WA 98104 USA
[20] Seattle Childrens Hosp, Seattle, WA USA
[21] Rady Childrens Inst Genom Med, San Diego, CA USA
[22] Rady Childrens Hosp, San Diego, CA USA
[23] Univ Calif San Diego, Dept Pathol, La Jolla, CA 92093 USA
[24] Univ Calif San Diego, Dept Pediat, La Jolla, CA 92093 USA
[25] Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92093 USA
[26] Univ Calif San Diego, Dept Surg, La Jolla, CA 92093 USA
[27] Princess Maxima Ctr Pediat Oncol, Utrecht, Netherlands
关键词
ACTINOMYCIN-D; CLINICAL INTERPRETATION; COMBINATION THERAPY; HEDGEHOG PATHWAY; CANCER; TUMORS; HETEROGENEITY; SENSITIVITY; INHIBITORS; LANDSCAPE;
D O I
10.1158/0008-5472.CAN-20-1655
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Medulloblastoma is among the most common malignant brain tumors in children. Recent studies have identified at least four subgroups of the disease that differ in terms of molecular characteristics and patient outcomes. Despite this heterogeneity, most patients with medulloblastoma receive similar therapies, including surgery, radiation, and intensive chemotherapy. Although these treatments prolong survival, many patients still die from the disease and survivors suffer severe long-term side effects from therapy. We hypothesize that each patient with medulloblastoma is sensitive to different therapies and that tailoring therapy based on the molecular and cellular characteristics of patients' tumors will improve outcomes. To test this, we assembled a panel of orthotopic patient-derived xenografts (PDX) and subjected them to DNA sequencing, gene expression profiling, and high-throughput drug screening. Analysis of DNA sequencing revealed that most medulloblastomas do not have actionable mutations that point to effective therapies. In contrast, gene expression and drug response data provided valuable information about potential therapies for every tumor. For example, drug screening demonstrated that actinomycin D, which is used for treatment of sarcoma but rarely for medulloblastoma, was active against PDXs representing Group 3 medulloblastoma, the most aggressive form of the disease. Functional analysis of tumor cells was successfully used in a clinical setting to identify more treatment options than sequencing alone. These studies suggest that it should be possible to move away from a one-size-fits-all approach and begin to treat each patient with therapies that are effective against their specific tumor. Significance: These findings show that high-throughput drug screening identifies therapies for medulloblastoma that cannot be predicted by genomic or transcriptomic analysis.
引用
收藏
页码:5393 / 5407
页数:15
相关论文
共 65 条
[1]   Target and Agent Prioritization for the Children's Oncology Group-National Cancer Institute Pediatric MATCH Trial [J].
Allen, Carl E. ;
Laetsch, Theodore W. ;
Mody, Rajen ;
Irwin, Meredith S. ;
Lim, Megan S. ;
Adamson, Peter C. ;
Seibel, Nita L. ;
Parsons, D. Williams ;
Cho, Y. Jae ;
Janeway, Katherine .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2017, 109 (05)
[2]   Proteomics, Post-translational Modifications, and Integrative Analyses Reveal Molecular Heterogeneity within Medulloblastoma Subgroups [J].
Archer, Tenley C. ;
Ehrenberger, Tobias ;
Mundt, Filip ;
Gold, Maxwell P. ;
Krug, Karsten ;
Mah, Clarence K. ;
Mahoney, Elizabeth L. ;
Daniel, Colin J. ;
LeNail, Alexander ;
Ramamoorthy, Divya ;
Mertins, Philipp ;
Mani, D. R. ;
Zhang, Hailei ;
Gillette, Michael A. ;
Clauser, Karl ;
Noble, Michael ;
Tang, Lauren C. ;
Pierre-Francois, Jessica ;
Silterra, Jacob ;
Jensen, James ;
Tamayo, Pablo ;
Korshunov, Andrey ;
Pfister, Stefan M. ;
Kool, Marcel ;
Northcott, Paul A. ;
Sears, Rosalie C. ;
Lipton, Jonathan O. ;
Carr, Steven A. ;
Mesirov, Jill P. ;
Pomeroy, Scott L. ;
Fraenkel, Ernest .
CANCER CELL, 2018, 34 (03) :396-+
[3]   Fifty years of rhabdomyosarcoma studies on both sides of the pond and lessons learned [J].
Arndt, Carola A. S. ;
Bisogno, Gianni ;
Koscielniak, Ewa .
CANCER TREATMENT REVIEWS, 2018, 68 :94-101
[4]   BET Bromodomain Inhibition of MYC-Amplified Medulloblastoma [J].
Bandopadhayay, Pratiti ;
Bergthold, Guillaume ;
Nguyen, Brian ;
Schubert, Simone ;
Gholamin, Sharareh ;
Tang, Yujie ;
Bolin, Sara ;
Schumacher, Steven E. ;
Zeid, Rhamy ;
Masoud, Sabran ;
Yu, Furong ;
Vue, Nujsaubnusi ;
Gibson, William J. ;
Paolella, Brenton R. ;
Mitra, Siddhartha S. ;
Cheshier, Samuel H. ;
Qi, Jun ;
Liu, Kun-Wei ;
Wechsler-Reya, Robert ;
Weiss, William A. ;
Swartling, Fredrik J. ;
Kieran, Mark W. ;
Bradner, James E. ;
Beroukhim, Rameen ;
Cho, Yoon-Jae .
CLINICAL CANCER RESEARCH, 2014, 20 (04) :912-925
[5]   Systematic RNA interference reveals that oncogenic KRAS-driven cancers require TBK1 [J].
Barbie, David A. ;
Tamayo, Pablo ;
Boehm, Jesse S. ;
Kim, So Young ;
Moody, Susan E. ;
Dunn, Ian F. ;
Schinzel, Anna C. ;
Sandy, Peter ;
Meylan, Etienne ;
Scholl, Claudia ;
Froehling, Stefan ;
Chan, Edmond M. ;
Sos, Martin L. ;
Michel, Kathrin ;
Mermel, Craig ;
Silver, Serena J. ;
Weir, Barbara A. ;
Reiling, Jan H. ;
Sheng, Qing ;
Gupta, Piyush B. ;
Wadlow, Raymond C. ;
Le, Hanh ;
Hoersch, Sebastian ;
Wittner, Ben S. ;
Ramaswamy, Sridhar ;
Livingston, David M. ;
Sabatini, David M. ;
Meyerson, Matthew ;
Thomas, Roman K. ;
Lander, Eric S. ;
Mesirov, Jill P. ;
Root, David E. ;
Gilliland, D. Gary ;
Jacks, Tyler ;
Hahn, William C. .
NATURE, 2009, 462 (7269) :108-U122
[6]   The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity [J].
Barretina, Jordi ;
Caponigro, Giordano ;
Stransky, Nicolas ;
Venkatesan, Kavitha ;
Margolin, Adam A. ;
Kim, Sungjoon ;
Wilson, Christopher J. ;
Lehar, Joseph ;
Kryukov, Gregory V. ;
Sonkin, Dmitriy ;
Reddy, Anupama ;
Liu, Manway ;
Murray, Lauren ;
Berger, Michael F. ;
Monahan, John E. ;
Morais, Paula ;
Meltzer, Jodi ;
Korejwa, Adam ;
Jane-Valbuena, Judit ;
Mapa, Felipa A. ;
Thibault, Joseph ;
Bric-Furlong, Eva ;
Raman, Pichai ;
Shipway, Aaron ;
Engels, Ingo H. ;
Cheng, Jill ;
Yu, Guoying K. ;
Yu, Jianjun ;
Aspesi, Peter, Jr. ;
de Silva, Melanie ;
Jagtap, Kalpana ;
Jones, Michael D. ;
Wang, Li ;
Hatton, Charles ;
Palescandolo, Emanuele ;
Gupta, Supriya ;
Mahan, Scott ;
Sougnez, Carrie ;
Onofrio, Robert C. ;
Liefeld, Ted ;
MacConaill, Laura ;
Winckler, Wendy ;
Reich, Michael ;
Li, Nanxin ;
Mesirov, Jill P. ;
Gabriel, Stacey B. ;
Getz, Gad ;
Ardlie, Kristin ;
Chan, Vivien ;
Myer, Vic E. .
NATURE, 2012, 483 (7391) :603-607
[7]   Ewing's sarcoma family of tumors: Current management [J].
Bernstein, Mark ;
Kovar, Heinrich ;
Paulussen, Michael ;
Randall, R. Lor ;
Schuck, Andreas ;
Teot, Lisa A. ;
Juergens, Herbert .
ONCOLOGIST, 2006, 11 (05) :503-519
[8]   Penetration of intra-arterially administered vincristine in experimental brain tumor [J].
Boyle, FM ;
Eller, SL ;
Grossman, SA .
NEURO-ONCOLOGY, 2004, 6 (04) :300-305
[9]   A biobank of patient-derived pediatric brain tumor models [J].
Brabetz, Sebastian ;
Leary, Sarah E. S. ;
Groebner, Susanne N. ;
Nakamoto, Madison W. ;
Seker-Cin, Huriye ;
Girard, Emily J. ;
Cole, Bonnie ;
Strand, Andrew D. ;
Bloom, Karina L. ;
Hovestadt, Volker ;
Mack, Norman L. ;
Pakiam, Fiona ;
Schwalm, Benjamin ;
Korshunov, Andrey ;
Balasubramanian, Gnana Prakash ;
Northcott, Paul A. ;
Pedro, Kyle D. ;
Dey, Joyoti ;
Hansen, Stacey ;
Ditzler, Sally ;
Lichter, Peter ;
Chavez, Lukas ;
Jones, David T. W. ;
Koster, Jan ;
Pfister, Stefan M. ;
Kool, Marcel ;
Olson, James M. .
NATURE MEDICINE, 2018, 24 (11) :1752-+
[10]   Survivin as a therapeutic target in Sonic hedgehog-driven medulloblastoma [J].
Brun, S. N. ;
Markant, S. L. ;
Esparza, L. A. ;
Garcia, G. ;
Terry, D. ;
Huang, J-M ;
Pavlyukov, M. S. ;
Li, X-N ;
Grant, G. A. ;
Crawford, J. R. ;
Levy, M. L. ;
Conway, E. M. ;
Smith, L. H. ;
Nakano, I. ;
Berezov, A. ;
Greene, M. I. ;
Wang, Q. ;
Wechsler-Reya, R. J. .
ONCOGENE, 2015, 34 (29) :3770-3779