Skip to main content
Erschienen in: Journal of Neuro-Oncology 1/2018

12.12.2017 | Clinical Study

Development of the CNS TAP tool for the selection of precision medicine therapies in neuro-oncology

verfasst von: Joseph R. Linzey, Bernard L. Marini, Amy Pasternak, Cory Smith, Zac Miklja, Lili Zhao, Chandan Kumar-Sinha, Alyssa Paul, Nicholas Harris, Patricia L. Robertson, Lindsey M. Hoffman, Arul Chinnaiyan, Rajen Mody, Carl Koschmann

Erschienen in: Journal of Neuro-Oncology | Ausgabe 1/2018

Einloggen, um Zugang zu erhalten

Abstract

The number of targeted therapies utilized in precision medicine are rapidly increasing. Neuro-oncology offers a unique challenge due to the varying blood brain barrier (BBB) penetration of each agent. Neuro-oncologists face a difficult task weighing the growing number of potential targeted therapies and their likelihood of BBB penetration. We developed the CNS TAP Working Group and performed an extensive literature review for the evidence-based creation of the CNS TAP tool, which was retrospectively validated by analyzing brain tumor patients who underwent therapy targeted based on genomic results from an academic sequencing study (MiOncoseq, n = 17) or private molecular profiling (Foundation One, n = 7). The CNS TAP tool scores relevant targeted agents by applying multiple variables (i.e., pre-clinical data, clinical data, BBB permeability) to patient specific genomic information and clinical trial availability. In the Michigan cohort, the CNS TAP tool predicted the selected agent 85.7% of the time. The CNS TAP tool predicted the agent independently selected by pediatric neuro-oncologists in the Colorado cohort 50% of the time. Patients with recurrent brain tumors treated with agents predicted by the CNS TAP tool demonstrated a median progression-free survival of 4 months and four patients with recurrent high-grade glioma maintained ongoing partial responses of at least 6 months. The CNS TAP tool is a formalized algorithm to assist clinicians select the optimal targeted therapy for neuro-oncology patients. The CNS TAP tool has relatively high concordance with selected therapies and clinical outcomes in patients receiving targeted therapy in this heterogeneous retrospective cohort were promising.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
3.
Zurück zum Zitat Brastianos PK, Shankar GM, Gill CM, Taylor-Weiner A, Nayyar N, Panka DJ, Sullivan RJ, Frederick DT, Abedalthagafi M, Jones PS, Dunn IF, Nahed BV, Romero JM, Louis DN, Getz G, Cahill DP, Santagata S, Curry WT, Barker FG (2016) Dramatic response of BRAF V600E mutant papillary craniopharyngioma to targeted therapy. J Natl Cancer Inst 108 https://doi.org/10.1093/jnci/djv310 Brastianos PK, Shankar GM, Gill CM, Taylor-Weiner A, Nayyar N, Panka DJ, Sullivan RJ, Frederick DT, Abedalthagafi M, Jones PS, Dunn IF, Nahed BV, Romero JM, Louis DN, Getz G, Cahill DP, Santagata S, Curry WT, Barker FG (2016) Dramatic response of BRAF V600E mutant papillary craniopharyngioma to targeted therapy. J Natl Cancer Inst 108 https://​doi.​org/​10.​1093/​jnci/​djv310
6.
Zurück zum Zitat Prados MD, Chang SM, Butowski N, DeBoer R, Parvataneni R, Carliner H, Kabuubi P, Ayers-Ringler J, Rabbitt J, Page M, Fedoroff A, Sneed PK, Berger MS, McDermott MW, Parsa AT, Vandenberg S, James CD, Lamborn KR, Stokoe D, Haas-Kogan DA (2009) Phase II study of erlotinib plus temozolomide during and after radiation therapy in patients with newly diagnosed glioblastoma multiforme or gliosarcoma. J Clin Oncol 27:579–584. https://doi.org/10.1200/JCO.2008.18.9639 CrossRefPubMed Prados MD, Chang SM, Butowski N, DeBoer R, Parvataneni R, Carliner H, Kabuubi P, Ayers-Ringler J, Rabbitt J, Page M, Fedoroff A, Sneed PK, Berger MS, McDermott MW, Parsa AT, Vandenberg S, James CD, Lamborn KR, Stokoe D, Haas-Kogan DA (2009) Phase II study of erlotinib plus temozolomide during and after radiation therapy in patients with newly diagnosed glioblastoma multiforme or gliosarcoma. J Clin Oncol 27:579–584. https://​doi.​org/​10.​1200/​JCO.​2008.​18.​9639 CrossRefPubMed
8.
Zurück zum Zitat Prados MD, Byron SA, Tran NL, Phillips JJ, Molinaro AM, Ligon KL, Wen PY, Kuhn JG, Mellinghoff IK, de Groot JF, Colman H, Cloughesy TF, Chang SM, Ryken TC, Tembe WD, Kiefer JA, Berens ME, Craig DW, Carpten JD, Trent JM (2015) Toward precision medicine in glioblastoma: the promise and the challenges. Neuro Oncol 17:1051–1063. https://doi.org/10.1093/neuonc/nov031 CrossRefPubMedPubMedCentral Prados MD, Byron SA, Tran NL, Phillips JJ, Molinaro AM, Ligon KL, Wen PY, Kuhn JG, Mellinghoff IK, de Groot JF, Colman H, Cloughesy TF, Chang SM, Ryken TC, Tembe WD, Kiefer JA, Berens ME, Craig DW, Carpten JD, Trent JM (2015) Toward precision medicine in glioblastoma: the promise and the challenges. Neuro Oncol 17:1051–1063. https://​doi.​org/​10.​1093/​neuonc/​nov031 CrossRefPubMedPubMedCentral
9.
Zurück zum Zitat Marini BL, Benitez LL, Zureick AH, Salloum R, Gauthier AC, Brown J, Wu YM, Robinson DR, Kumar C, Lonigro R, Vats P, Cao X, Kasaian K, Anderson B, Mullan B, Chandler B, Linzey JR, Camelo-Piragua SI, Venneti S, Mc Keever PE, McFadden KA, Lieberman AP, Brown N, Shao L, Leonard MAS, Junck L, McKean E, Maher CO, Garton HJL, Muraszko KM, Hervey-Jumper S, Mulcahy-Levy JM, Green A, Hoffman LM, Dorris K, Vitanza NA, Wang J, Schwartz J, Lulla R, Smiley NP, Bornhorst M, Haas-Kogan DA, Robertson PL, Chinnaiyan AM, Mody R, Koschmann C (2017) Blood-brain barrier-adapted precision medicine therapy for pediatric brain tumors. Transl Res. https://doi.org/10.1016/j.trsl.2017.08.001 Marini BL, Benitez LL, Zureick AH, Salloum R, Gauthier AC, Brown J, Wu YM, Robinson DR, Kumar C, Lonigro R, Vats P, Cao X, Kasaian K, Anderson B, Mullan B, Chandler B, Linzey JR, Camelo-Piragua SI, Venneti S, Mc Keever PE, McFadden KA, Lieberman AP, Brown N, Shao L, Leonard MAS, Junck L, McKean E, Maher CO, Garton HJL, Muraszko KM, Hervey-Jumper S, Mulcahy-Levy JM, Green A, Hoffman LM, Dorris K, Vitanza NA, Wang J, Schwartz J, Lulla R, Smiley NP, Bornhorst M, Haas-Kogan DA, Robertson PL, Chinnaiyan AM, Mody R, Koschmann C (2017) Blood-brain barrier-adapted precision medicine therapy for pediatric brain tumors. Transl Res. https://​doi.​org/​10.​1016/​j.​trsl.​2017.​08.​001
10.
Zurück zum Zitat Parsons DW, Roy A, Yang Y, Wang T, Scollon S, Bergstrom K, Kerstein RA, Gutierrez S, Petersen AK, Bavle A, Lin FY, López-Terrada DH, Monzon FA, Hicks MJ, Eldin KW, Quintanilla NM, Adesina AM, Mohila CA, Whitehead W, Jea A, Vasudevan SA, Nuchtern JG, Ramamurthy U, McGuire AL, Hilsenbeck SG, Reid JG, Muzny DM, Wheeler DA, Berg SL, Chintagumpala MM, Eng CM, Gibbs RA, Plon SE (2016) Diagnostic yield of clinical tumor and germline whole-exome sequencing for children with solid tumors. JAMA Oncol. https://doi.org/10.1001/jamaoncol.2015.5699 PubMedPubMedCentral Parsons DW, Roy A, Yang Y, Wang T, Scollon S, Bergstrom K, Kerstein RA, Gutierrez S, Petersen AK, Bavle A, Lin FY, López-Terrada DH, Monzon FA, Hicks MJ, Eldin KW, Quintanilla NM, Adesina AM, Mohila CA, Whitehead W, Jea A, Vasudevan SA, Nuchtern JG, Ramamurthy U, McGuire AL, Hilsenbeck SG, Reid JG, Muzny DM, Wheeler DA, Berg SL, Chintagumpala MM, Eng CM, Gibbs RA, Plon SE (2016) Diagnostic yield of clinical tumor and germline whole-exome sequencing for children with solid tumors. JAMA Oncol. https://​doi.​org/​10.​1001/​jamaoncol.​2015.​5699 PubMedPubMedCentral
11.
Zurück zum Zitat Li MM, Datto M, Duncavage EJ, Kulkarni S, Lindeman NI, Roy S, Tsimberidou AM, Vnencak-Jones CL, Wolff DJ, Younes A, Nikiforova MN (2017) Standards and guidelines for the interpretation and reporting of sequence variants in cancer: a joint consensus recommendation of the association for molecular pathology, American Society of Clinical Oncology, and College of American Pathologists. J Mol Diagn 19:4–23. https://doi.org/10.1016/j.jmoldx.2016.10.002 CrossRefPubMedPubMedCentral Li MM, Datto M, Duncavage EJ, Kulkarni S, Lindeman NI, Roy S, Tsimberidou AM, Vnencak-Jones CL, Wolff DJ, Younes A, Nikiforova MN (2017) Standards and guidelines for the interpretation and reporting of sequence variants in cancer: a joint consensus recommendation of the association for molecular pathology, American Society of Clinical Oncology, and College of American Pathologists. J Mol Diagn 19:4–23. https://​doi.​org/​10.​1016/​j.​jmoldx.​2016.​10.​002 CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Pardridge WM (2006) Molecular Trojan horses for blood-brain barrier drug delivery. Discov Med 6:139–143PubMed Pardridge WM (2006) Molecular Trojan horses for blood-brain barrier drug delivery. Discov Med 6:139–143PubMed
19.
Zurück zum Zitat Mody RJ, Wu YM, Lonigro RJ, Cao X, Roychowdhury S, Vats P, Frank KM, Prensner JR, Asangani I, Palanisamy N, Dillman JR, Rabah RM, Kunju LP, Everett J, Raymond VM, Ning Y, Su F, Wang R, Stoffel EM, Innis JW, Roberts JS, Robertson PL, Yanik G, Chamdin A, Connelly JA, Choi S, Harris AC, Kitko C, Rao RJ, Levine JE, Castle VP, Hutchinson RJ, Talpaz M, Robinson DR, Chinnaiyan AM (2015) Integrative clinical sequencing in the management of refractory or relapsed cancer in youth. Jama 314:913–925. https://doi.org/10.1001/jama.2015.10080 CrossRefPubMedPubMedCentral Mody RJ, Wu YM, Lonigro RJ, Cao X, Roychowdhury S, Vats P, Frank KM, Prensner JR, Asangani I, Palanisamy N, Dillman JR, Rabah RM, Kunju LP, Everett J, Raymond VM, Ning Y, Su F, Wang R, Stoffel EM, Innis JW, Roberts JS, Robertson PL, Yanik G, Chamdin A, Connelly JA, Choi S, Harris AC, Kitko C, Rao RJ, Levine JE, Castle VP, Hutchinson RJ, Talpaz M, Robinson DR, Chinnaiyan AM (2015) Integrative clinical sequencing in the management of refractory or relapsed cancer in youth. Jama 314:913–925. https://​doi.​org/​10.​1001/​jama.​2015.​10080 CrossRefPubMedPubMedCentral
20.
Zurück zum Zitat Robinson DR, Wu YM, Vats P, Su F, Lonigro RJ, Cao X, Kalyana-Sundaram S, Wang R, Ning Y, Hodges L, Gursky A, Siddiqui J, Tomlins SA, Roychowdhury S, Pienta KJ, Kim SY, Roberts JS, Rae JM, Van Poznak CH, Hayes DF, Chugh R, Kunju LP, Talpaz M, Schott AF, Chinnaiyan AM (2013) Activating ESR1 mutations in hormone-resistant metastatic breast cancer. Nat Genet 45:1446–1451. https://doi.org/10.1038/ng.2823 CrossRefPubMedPubMedCentral Robinson DR, Wu YM, Vats P, Su F, Lonigro RJ, Cao X, Kalyana-Sundaram S, Wang R, Ning Y, Hodges L, Gursky A, Siddiqui J, Tomlins SA, Roychowdhury S, Pienta KJ, Kim SY, Roberts JS, Rae JM, Van Poznak CH, Hayes DF, Chugh R, Kunju LP, Talpaz M, Schott AF, Chinnaiyan AM (2013) Activating ESR1 mutations in hormone-resistant metastatic breast cancer. Nat Genet 45:1446–1451. https://​doi.​org/​10.​1038/​ng.​2823 CrossRefPubMedPubMedCentral
21.
Zurück zum Zitat Wu YM, Su F, Kalyana-Sundaram S, Khazanov N, Ateeq B, Cao X, Lonigro RJ, Vats P, Wang R, Lin SF, Cheng AJ, Kunju LP, Siddiqui J, Tomlins SA, Wyngaard P, Sadis S, Roychowdhury S, Hussain MH, Feng FY, Zalupski MM, Talpaz M, Pienta KJ, Rhodes DR, Robinson DR, Chinnaiyan AM (2013) Identification of targetable FGFR gene fusions in diverse cancers. Cancer Disc 3:636–647. https://doi.org/10.1158/2159-8290.CD-13-0050 CrossRef Wu YM, Su F, Kalyana-Sundaram S, Khazanov N, Ateeq B, Cao X, Lonigro RJ, Vats P, Wang R, Lin SF, Cheng AJ, Kunju LP, Siddiqui J, Tomlins SA, Wyngaard P, Sadis S, Roychowdhury S, Hussain MH, Feng FY, Zalupski MM, Talpaz M, Pienta KJ, Rhodes DR, Robinson DR, Chinnaiyan AM (2013) Identification of targetable FGFR gene fusions in diverse cancers. Cancer Disc 3:636–647. https://​doi.​org/​10.​1158/​2159-8290.​CD-13-0050 CrossRef
22.
Zurück zum Zitat Robinson DR, Wu YM, Lonigro RJ, Vats P, Cobain E, Everett J, Cao X, Rabban E, Kumar-Sinha C, Raymond V, Schuetze S, Alva A, Siddiqui J, Chugh R, Worden F, Zalupski MM, Innis J, Mody RJ, Tomlins SA, Lucas D, Baker LH, Ramnath N, Schott AF, Hayes DF, Vijai J, Offit K, Stoffel EM, Roberts JS, Smith DC, Kunju LP, Talpaz M, Cieślik M, Chinnaiyan AM (2017) Integrative clinical genomics of metastatic cancer. Nature 548:297–303. https://doi.org/10.1038/nature23306 CrossRefPubMed Robinson DR, Wu YM, Lonigro RJ, Vats P, Cobain E, Everett J, Cao X, Rabban E, Kumar-Sinha C, Raymond V, Schuetze S, Alva A, Siddiqui J, Chugh R, Worden F, Zalupski MM, Innis J, Mody RJ, Tomlins SA, Lucas D, Baker LH, Ramnath N, Schott AF, Hayes DF, Vijai J, Offit K, Stoffel EM, Roberts JS, Smith DC, Kunju LP, Talpaz M, Cieślik M, Chinnaiyan AM (2017) Integrative clinical genomics of metastatic cancer. Nature 548:297–303. https://​doi.​org/​10.​1038/​nature23306 CrossRefPubMed
24.
Zurück zum Zitat Ruggiero A, Cefalo G, Garre ML, Massimino M, Colosimo C, Attina G, Lazzareschi I, Maurizi P, Ridola V, Mazzarella G, Caldarelli M, Di Rocco C, Madon E, Abate ME, Clerico A, Sandri A, Riccardi R (2006) Phase II trial of temozolomide in children with recurrent high-grade glioma. J Neurooncol 77:89–94. https://doi.org/10.1007/s11060-005-9011-2 CrossRefPubMed Ruggiero A, Cefalo G, Garre ML, Massimino M, Colosimo C, Attina G, Lazzareschi I, Maurizi P, Ridola V, Mazzarella G, Caldarelli M, Di Rocco C, Madon E, Abate ME, Clerico A, Sandri A, Riccardi R (2006) Phase II trial of temozolomide in children with recurrent high-grade glioma. J Neurooncol 77:89–94. https://​doi.​org/​10.​1007/​s11060-005-9011-2 CrossRefPubMed
25.
Zurück zum Zitat Wetmore C, Daryani VM, Billups CA, Boyett JM, Leary S, Tanos R, Goldsmith KC, Stewart CF, Blaney SM, Gajjar A (2016) Phase II evaluation of sunitinib in the treatment of recurrent or refractory high-grade glioma or ependymoma in children: a children’s Oncology Group Study ACNS1021. Cancer Med 5:1416–1424. https://doi.org/10.1002/cam4.713 CrossRefPubMedPubMedCentral Wetmore C, Daryani VM, Billups CA, Boyett JM, Leary S, Tanos R, Goldsmith KC, Stewart CF, Blaney SM, Gajjar A (2016) Phase II evaluation of sunitinib in the treatment of recurrent or refractory high-grade glioma or ependymoma in children: a children’s Oncology Group Study ACNS1021. Cancer Med 5:1416–1424. https://​doi.​org/​10.​1002/​cam4.​713 CrossRefPubMedPubMedCentral
28.
Zurück zum Zitat Wei W, Shin YS, Xue M, Matsutani T, Masui K, Yang H, Ikegami S, Gu Y, Herrmann K, Johnson D, Ding X, Hwang K, Kim J, Zhou J, Su Y, Li X, Bonetti B, Chopra R, James CD, Cavenee WK, Cloughesy TF, Mischel PS, Heath JR, Gini B (2016) Single-cell phosphoproteomics resolves adaptive signaling dynamics and informs targeted combination therapy in glioblastoma. Cancer Cell 29:563–573. https://doi.org/10.1016/j.ccell.2016.03.012 CrossRefPubMedPubMedCentral Wei W, Shin YS, Xue M, Matsutani T, Masui K, Yang H, Ikegami S, Gu Y, Herrmann K, Johnson D, Ding X, Hwang K, Kim J, Zhou J, Su Y, Li X, Bonetti B, Chopra R, James CD, Cavenee WK, Cloughesy TF, Mischel PS, Heath JR, Gini B (2016) Single-cell phosphoproteomics resolves adaptive signaling dynamics and informs targeted combination therapy in glioblastoma. Cancer Cell 29:563–573. https://​doi.​org/​10.​1016/​j.​ccell.​2016.​03.​012 CrossRefPubMedPubMedCentral
29.
Zurück zum Zitat Bouffet E, Larouche V, Campbell BB, Merico D, de Borja R, Aronson M, Durno C, Krueger J, Cabric V, Ramaswamy V, Zhukova N, Mason G, Farah R, Afzal S, Yalon M, Rechavi G, Magimairajan V, Walsh MF, Constantini S, Dvir R, Elhasid R, Reddy A, Osborn M, Sullivan M, Hansford J, Dodgshun A, Klauber-Demore N, Peterson L, Patel S, Lindhorst S, Atkinson J, Cohen Z, Laframboise R, Dirks P, Taylor M, Malkin D, Albrecht S, Dudley RW, Jabado N, Hawkins CE, Shlien A, Tabori U (2016) Immune checkpoint inhibition for hypermutant glioblastoma multiforme resulting from germline biallelic mismatch repair deficiency. J Clin Oncol 34:2206–2211. https://doi.org/10.1200/JCO.2016.66.6552 CrossRefPubMed Bouffet E, Larouche V, Campbell BB, Merico D, de Borja R, Aronson M, Durno C, Krueger J, Cabric V, Ramaswamy V, Zhukova N, Mason G, Farah R, Afzal S, Yalon M, Rechavi G, Magimairajan V, Walsh MF, Constantini S, Dvir R, Elhasid R, Reddy A, Osborn M, Sullivan M, Hansford J, Dodgshun A, Klauber-Demore N, Peterson L, Patel S, Lindhorst S, Atkinson J, Cohen Z, Laframboise R, Dirks P, Taylor M, Malkin D, Albrecht S, Dudley RW, Jabado N, Hawkins CE, Shlien A, Tabori U (2016) Immune checkpoint inhibition for hypermutant glioblastoma multiforme resulting from germline biallelic mismatch repair deficiency. J Clin Oncol 34:2206–2211. https://​doi.​org/​10.​1200/​JCO.​2016.​66.​6552 CrossRefPubMed
Metadaten
Titel
Development of the CNS TAP tool for the selection of precision medicine therapies in neuro-oncology
verfasst von
Joseph R. Linzey
Bernard L. Marini
Amy Pasternak
Cory Smith
Zac Miklja
Lili Zhao
Chandan Kumar-Sinha
Alyssa Paul
Nicholas Harris
Patricia L. Robertson
Lindsey M. Hoffman
Arul Chinnaiyan
Rajen Mody
Carl Koschmann
Publikationsdatum
12.12.2017
Verlag
Springer US
Erschienen in
Journal of Neuro-Oncology / Ausgabe 1/2018
Print ISSN: 0167-594X
Elektronische ISSN: 1573-7373
DOI
https://doi.org/10.1007/s11060-017-2708-1

Weitere Artikel der Ausgabe 1/2018

Journal of Neuro-Oncology 1/2018 Zur Ausgabe

Leitlinien kompakt für die Neurologie

Mit medbee Pocketcards sicher entscheiden.

Seit 2022 gehört die medbee GmbH zum Springer Medizin Verlag

Niedriger diastolischer Blutdruck erhöht Risiko für schwere kardiovaskuläre Komplikationen

25.04.2024 Hypotonie Nachrichten

Wenn unter einer medikamentösen Hochdrucktherapie der diastolische Blutdruck in den Keller geht, steigt das Risiko für schwere kardiovaskuläre Ereignisse: Darauf deutet eine Sekundäranalyse der SPRINT-Studie hin.

Frühe Alzheimertherapie lohnt sich

25.04.2024 AAN-Jahrestagung 2024 Nachrichten

Ist die Tau-Last noch gering, scheint der Vorteil von Lecanemab besonders groß zu sein. Und beginnen Erkrankte verzögert mit der Behandlung, erreichen sie nicht mehr die kognitive Leistung wie bei einem früheren Start. Darauf deuten neue Analysen der Phase-3-Studie Clarity AD.

Viel Bewegung in der Parkinsonforschung

25.04.2024 Parkinson-Krankheit Nachrichten

Neue arznei- und zellbasierte Ansätze, Frühdiagnose mit Bewegungssensoren, Rückenmarkstimulation gegen Gehblockaden – in der Parkinsonforschung tut sich einiges. Auf dem Deutschen Parkinsonkongress ging es auch viel um technische Innovationen.

Demenzkranke durch Antipsychotika vielfach gefährdet

23.04.2024 Demenz Nachrichten

Wenn Demenzkranke aufgrund von Symptomen wie Agitation oder Aggressivität mit Antipsychotika behandelt werden, sind damit offenbar noch mehr Risiken verbunden als bislang angenommen.

Update Neurologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.