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A community computational challenge to predict the activity of pairs of compounds

Bansal, Mukesh; Yang, Jichen; Karan, Charles; Menden, Michael P; Costello, James C; Tang, Hao; Xiao, Guanghua; Li, Yajuan; Allen, Jeffrey; Zhong, Rui; Chen, Beibei; Kim, Minsoo; Wang, Tao; Heiser, Laura M; Realubit, Ronald; Mattioli, Michela; Alvarez, Mariano J; Shen, Yao; ,; Gallahan, Daniel; Singer, Dinah; Saez-Rodriguez, Julio; Xie, Yang; Stolovitzky, Gustavo; Califano, Andrea; ,
Recent therapeutic successes have renewed interest in drug combinations, but experimental screening approaches are costly and often identify only small numbers of synergistic combinations. The DREAM consortium launched an open challenge to foster the development of in silico methods to computationally rank 91 compound pairs, from the most synergistic to the most antagonistic, based on gene-expression profiles of human B cells treated with individual compounds at multiple time points and concentrations. Using scoring metrics based on experimental dose-response curves, we assessed 32 methods (31 community-generated approaches and SynGen), four of which performed significantly better than random guessing. We highlight similarities between the methods. Although the accuracy of predictions was not optimal, we find that computational prediction of compound-pair activity is possible, and that community challenges can be useful to advance the field of in silico compound-synergy prediction.
PMCID:4399794
PMID: 25419740
ISSN: 1546-1696
CID: 5822352

NT113, a pan-ERBB Inhibitor with High Brain Penetrance, Inhibits the Growth of Glioblastoma Xenografts with EGFR Amplification

Yoshida, Yasuyuki; Ozawa, Tomoko; Yao, Tsun-Wen; Shen, Wang; Brown, Dennis; Parsa, Andrew T; Raizer, Jeffrey J; Cheng, Shi-Yuan; Stegh, Alexander H; Mazar, Andrew P; Giles, Francis J; Sarkaria, Jann N; Butowski, Nicholas; Nicolaides, Theodore; James, C David
This report describes results from our analysis of the activity and biodistribution of a novel pan-ERBB inhibitor, NT113, when used in treating mice with intracranial glioblastoma (GBM) xenografts. Approaches used in this investigation include: bioluminescence imaging (BLI) for monitoring intracranial tumor growth and response to therapy; determination of survival benefit from treatment; analysis of tumor immunohistochemical (IHC) reactivity for indication of treatment effect on proliferation and apoptotic response; western blot for determination of effects of treatment on ERBB and ERBB signaling mediator activation; and high performance liquid chromatography for determination of NT113 concentration in tissue extracts from animals receiving oral administration of inhibitor. Our results show that NT113 is active against GBM xenografts in which wild-type EGFR or EGFRvIII is highly expressed. In experiments including lapatinib and/or erlotinib, NT113 treatment was associated with the most substantial improvement in survival, as well as the most substantial tumor growth inhibition, as indicated by BLI and IHC results. Western blot results indicated that NT113 has inhibitory activity, both in vivo and in vitro, on ERBB family member phosphorylation, as well as on the phosphorylation of downstream signaling mediator Akt. Results from the analysis of animal tissues revealed significantly higher NT113 normal brain-to-plasma and intracranial tumor-to-plasma ratios for NT113, relative to erlotinib, indicating superior NT113 partitioning to intracranial tissue compartments. These data provide a strong rationale for the clinical investigation of NT113, a novel ERBB inhibitor, in treating patients with GBM.
PMCID:4364529
PMID: 25313012
ISSN: 1535-7163
CID: 1310072

Pure germinomas of the central nervous system: treatment strategies and outcomes

Schoenfeld, Adam; Haas-Kogan, Daphne A; Molinaro, Annette; Banerjee, Anu; Nicolaides, Theodore; Tihan, Tarik; Bollen, Andrew W; Gupta, Nalin; Mueller, Sabine
To evaluate the role of chemotherapy and radiation therapy in the treatment of pure germinomas of the central nervous system (CNS). We reviewed a historical cohort of 79 patients between the ages of 3-35 years who received definitive treatment for newly diagnosed, pure CNS germinoma between 1985 and 2010 at the University of California, San Francisco (UCSF). Median age at diagnosis was 15 years (interquartile range, IQR 12-20 years) and 61 (77.2 %) patients were male. Median follow-up for the cohort was 111.1 months (IQR 45.7-185.1 months). Five-year PFS rate was 86.4 % (95 % CI 76.1-92.4) and 5 year OS rate was 93.0 % (95 % CI 84.1-97.1). Median PFS was 104.6 months (IQR 41.4-170.1 months). Fourteen patients progressed and 8 died of their disease. Patients who received focal irradiation (XRT) and chemotherapy had a significantly higher rate of progression compared to those who received whole brain irradiation (WBI) or whole ventricle irradiation (WVI). Three of 8 patients had a PR to chemotherapy and received focal XRT progressed whereas only 1 of 9 patients who had a CR to chemotherapy who went on to receive focal XRT progressed. Elevation of hCGβ > 50 mIU/ml was not significantly associated with disease progression (HR 5.64, 95 % CI 0.97-32.7, p = 0.054). Patients treated with WBI or WVI with or without chemotherapy achieve better disease control compared to patients treated with focal XRT + chemotherapy.
PMID: 25189788
ISSN: 1573-7373
CID: 3318492

Relapse and outcome patterns of central nervous system (CNS) 'secreting' germ cell tumors (GCT) treated without irradiation: Findings from the third international CNS GCT study [Meeting Abstract]

Pruitt, R; Saba, DaSilva N; Cappellano, A; Diez, B; Gardner, S; Allen, J; Weinblatt, M; Gottardo, N; Dhall, G; Finlay, J L
Objectives: To evaluate patterns of relapse and outcome in patients newly-diagnosed with CNS 'secreting' (or Mixed Malignant) GCT treated initially with chemotherapy without irradiation on the International CNS GCT Study III. Methods: A retrospective chart review was conducted using all 25 patients enrolled on the International CNS GCT Study III, with at least 7 years follow-up for all patients. Details of the chemotherapy regimen have been published previously (DaSilva et al: Pediatric Blood & Cancer, 54:337-383, 2010). Results: Thirteen patients at diagnosis had 'secreting' CNS GCT by pathology and tumor markers (n=11) or tumor markers alone (n=2). Twelve were treated with chemotherapy alone, one receiving focal irradiation following chemotherapy prior to relapse. Six patients (46%) relapsed (mean of 30.5 months; range 6 to 59 months), two beyond and 4 within the primary site alone. Three patients relapsed 'early' (between 6 and 23 months from diagnosis), 2 with alpha-fetoprotein (AFP) elevations and one without tumor markers assessed; all 3 expired of progressive disease at 2-10 months following initial relapse. Three patients relapsed 'late' (between 37 and 59 months), all without AFP elevations, one with pathologically-pure germinoma, two with mild beta-human chorionic gonadotropin elevations (<20mIU/mL in serum/cerebro-spinal fluid); these patients survive disease-free at 86+, 94+ and 126+ months following additional chemotherapy and irradiation. Conclusions: Patients with CNS 'secreting' tumors who relapse following chemotherapyonly regimens display two distinct patterns of recurrence and outcome; patients relapsing 'early' appear to possess 'secreting' elements and have a dismal prognosis, while patients relapsing 'late' appear to do so with pure germinomatous elements and have an excellent outcome. Current international cooperative group studies utilizing more localized fields of irradiation should evaluate closely the patterns of relapse and outcome; late recurrences with germinomatou!
EMBASE:71655732
ISSN: 1545-5009
CID: 1362952

Phase 2 study of safety and efficacy of nimotuzumab in pediatric patients with progressive diffuse intrinsic pontine glioma

Bartels, Ute; Wolff, Johannes; Gore, Lia; Dunkel, Ira; Gilheeney, Stephen; Allen, Jeffrey; Goldman, Stewart; Yalon, Michal; Packer, Roger J; Korones, David N; Smith, Amy; Cohen, Kenneth; Kuttesch, John; Strother, Douglas; Baruchel, Sylvain; Gammon, Janet; Kowalski, Mark; Bouffet, Eric
BACKGROUND: The prognosis of diffuse intrinsic pontine glioma (DIPG) remains poor, with no drug proven to be effective. METHODS: Patients with clinically and radiologically confirmed, centrally reviewed DIPG, who had failed standard first-line therapy were eligible for this multicenter phase II trial. The anti-epidermal growth factor receptor (EGFR) antibody, nimotuzumab (150 mg/m(2)), was administered intravenously once weekly from weeks 1 to 7 and once every 2 weeks from weeks 8 to 18. Response evaluation was based on clinical and MRI assessments. Patients with partial response (PR) or stable disease (SD) were allowed to continue nimotuzumab. RESULTS: Forty-four patients received at least one dose of nimotuzumab (male/female, 20/24; median age, 6.0 years; range, 3.0-17.0 years). All had received prior radiotherapy. Treatment was well tolerated. Eighteen children experienced serious adverse events (SAEs). The majority of SAEs were associated with disease progression. Nineteen patients completed 8 weeks (W8) of treatment: There were 2 PRs, 6 SDs, and 11 progressions. Five patients completed 18 weeks (W18) of treatment: 1 of 2 patients with PR at W8 remained in PR at W18, and 3 of 6 children with SD at W8 maintained SD at W18. Time to progression following initiation of nimotuzumab for the 4 patients with SD or better at W18 was 119, 157, 182 and 335 days, respectively. Median survival time was 3.2 months. Two patients lived 663 and 481 days from the start of nimotuzumab. CONCLUSIONS: Modest activity of nimotuzumab in DIPG, which has been shown previously, was confirmed: A small subset of DIPG patients appeared to benefit from anti-EGFR antibody treatment.
PMCID:4201068
PMID: 24847085
ISSN: 1522-8517
CID: 1315042

Phase II study of sorafenib in children with recurrent or progressive low-grade astrocytomas

Karajannis, Matthias A; Legault, Genevieve; Fisher, Michael J; Milla, Sarah S; Cohen, Kenneth J; Wisoff, Jeffrey H; Harter, David H; Goldberg, Judith D; Hochman, Tsivia; Merkelson, Amanda; Bloom, Michael C; Sievert, Angela J; Resnick, Adam C; Dhall, Girish; Jones, David T W; Korshunov, Andrey; Pfister, Stefan M; Eberhart, Charles G; Zagzag, David; Allen, Jeffrey C
BACKGROUND: Activation of the RAS-RAF-MEK-ERK signaling pathway is thought to be the key driver of pediatric low-grade astrocytoma (PLGA) growth. Sorafenib is a multikinase inhibitor targeting BRAF, VEGFR, PDGFR, and c-kit. This multicenter phase II study was conducted to determine the response rate to sorafenib in patients with recurrent or progressive PLGA. METHODS: Key eligibility criteria included age >/=2 years, progressive PLGA evaluable on MRI, and at least one prior chemotherapy treatment. Sorafenib was administered twice daily at 200 mg/m2/dose (maximum of 400 mg/dose) in continuous 28-day cycles. MRI, including 3-dimensional volumetric tumor analysis, was performed every 12 weeks. BRAF molecular testing was performed on tumor tissue when available. RESULTS: Eleven patients, including 3 with neurofibromatosis type 1 (NF1), were evaluable for response; 5 tested positive for BRAF duplication. Nine patients (82%) came off trial due to radiological tumor progression after 2 or 3 cycles, including 3 patients with confirmed BRAF duplication. Median time to progression was 2.8 months (95% CI, 2.1-31.0 months). Enrollment was terminated early due to this rapid and unexpectedly high progression rate. Tumor tissue obtained from 4 patients after termination of the study showed viable pilocytic or pilomyxoid astrocytoma. CONCLUSIONS: Sorafenib produced unexpected and unprecedented acceleration of tumor growth in children with PLGA, irrespective of NF1 or tumor BRAF status. In vitro studies with sorafenib indicate that this effect is likely related to paradoxical ERK activation. Close monitoring for early tumor progression should be included in trials of novel agents that modulate signal transduction.
PMCID:4165419
PMID: 24803676
ISSN: 1522-8517
CID: 959362

Wnt inhibition leads to improved chemosensitivity in paediatric acute lymphoblastic leukaemia

Dandekar, Smita; Romanos-Sirakis, Eleny; Pais, Faye; Bhatla, Teena; Jones, Courtney; Bourgeois, Wallace; Hunger, Stephen P; Raetz, Elizabeth A; Hermiston, Michelle L; Dasgupta, Ramanuj; Morrison, Debra J; Carroll, William L
While childhood acute lymphoblastic leukaemia (ALL) is now highly curable, the dismal prognosis for children who relapse warrants novel therapeutic approaches. Previously, using an integrated genomic analysis of matched diagnosis-relapse paired samples, we identified overactivation of the Wnt pathway as a possible mechanism of recurrence. To validate these findings and document whether Wnt inhibition may sensitize cells to chemotherapy, we analysed the expression of activated beta-catenin (and its downstream target BIRC5) using multiparameter phosphoflow cytometry and tested the efficacy of a recently developed Wnt inhibitor, iCRT14, in ALL cell lines and patient samples. We observed increased activation of beta-catenin at relapse in 6/10 patients. Furthermore, treatment of leukaemic cell lines with iCRT14 led to significant downregulation of Wnt target genes and combination with traditional chemotherapeutic drugs resulted in a synergistic decrease in viability as well as a significant increase in apoptotic cell death. Finally, pre-treatment of purified blasts from patients with relapsed leukaemia with the Wnt inhibitor followed by exposure to prednisolone, restored chemosensitivity in these cells. Our results demonstrate that overactivation of the Wnt pathway may contribute to chemoresistance in relapsed childhood ALL and that Wnt-inhibition may be a promising therapeutic approach.
PMCID:4207443
PMID: 24995804
ISSN: 0007-1048
CID: 1066072

Ikaros deletions in BCR-ABL-negative childhood acute lymphoblastic leukemia are associated with a distinct gene expression signature but do not result in intrinsic chemoresistance

Vitanza, Nicholas A; Zaky, Wafik; Blum, Roy; Meyer, Julia A; Wang, Jinhua; Bhatla, Teena; Morrison, Debra J; Raetz, Elizabeth A; Carroll, William L
BACKGROUND: Ikaros, the product of IKZF1, is a regulator of lymphoid development and polymorphisms in the gene have been associated with the acute lymphoblastic leukemia (ALL). Additionally, IKZF1 deletions and mutations identify high-risk biological subsets of childhood ALL [Georgopoulos et al. Cell 1995;83(2):289-299; Mullighan et al. N Engl J Md 2009;360(5):470-480]. PROCEDURES: To discover the underlying pathways modulated by Ikaros we performed gene expression and gene ontology analysis in IKZF1 deleted primary B-ALL pediatric patient samples. To validate downstream targets we performed qPCR on individual patient samples. We also created IKZF1 knockdown B-ALL cell lines with over 50% reduction of Ikaros, mimicking haplosufficient Ikaros deletions, and again performed qPCR to investigate the downstream targets. Finally, to understand the association of Ikaros deletion with a poor prognosis we challenged our IKZF1 knockdown cell lines with chemotherapy and compared responses to IKZF1 wild-type controls. RESULTS: We report a specific gene expression signature of 735 up-regulated and 473 down-regulated genes in IKZF1 deleted primary B-ALL pediatric patient samples. Gene ontology studies revealed an up-regulation of genes associated with cell adhesion, cytoskeletal regulation, and motility in IKZF deleted patient samples. Validated up-regulated target genes in IKZF1 deleted patient samples included CTNND1 and PVRL2 (P = 0.0003 and P = 0.001), and RAB3IP and SPIB (P = 0.005 and P = 0.032) were down-regulated. In further studies in IKZF1 knockdown cell lines, apoptosis assays showed no significant chemoresistance. CONCLUSION: IKZF1 knockdown alone does not impart intrinsic chemotherapy resistance suggesting that the association with a poor prognosis may be due to additional lesions, microenvironmental interactions with the bone marrow niche, or other factors. Pediatr Blood Cancer (c) 2014 Wiley Periodicals, Inc.
PMCID:4217284
PMID: 24976218
ISSN: 1545-5009
CID: 1065572

Targetable Kinase-Activating Lesions in Ph-like Acute Lymphoblastic Leukemia

Roberts, Kathryn G; Li, Yongjin; Payne-Turner, Debbie; Harvey, Richard C; Yang, Yung-Li; Pei, Deqing; McCastlain, Kelly; Ding, Li; Lu, Charles; Song, Guangchun; Ma, Jing; Becksfort, Jared; Rusch, Michael; Chen, Shann-Ching; Easton, John; Cheng, Jinjun; Boggs, Kristy; Santiago-Morales, Natalia; Iacobucci, Ilaria; Fulton, Robert S; Wen, Ji; Valentine, Marcus; Cheng, Cheng; Paugh, Steven W; Devidas, Meenakshi; Chen, I-Ming; Reshmi, Shalini; Smith, Amy; Hedlund, Erin; Gupta, Pankaj; Nagahawatte, Panduka; Wu, Gang; Chen, Xiang; Yergeau, Donald; Vadodaria, Bhavin; Mulder, Heather; Winick, Naomi J; Larsen, Eric C; Carroll, William L; Heerema, Nyla A; Carroll, Andrew J; Grayson, Guy; Tasian, Sarah K; Moore, Andrew S; Keller, Frank; Frei-Jones, Melissa; Whitlock, James A; Raetz, Elizabeth A; White, Deborah L; Hughes, Timothy P; Guidry Auvil, Jaime M; Smith, Malcolm A; Marcucci, Guido; Bloomfield, Clara D; Mrozek, Krzysztof; Kohlschmidt, Jessica; Stock, Wendy; Kornblau, Steven M; Konopleva, Marina; Paietta, Elisabeth; Pui, Ching-Hon; Jeha, Sima; Relling, Mary V; Evans, William E; Gerhard, Daniela S; Gastier-Foster, Julie M; Mardis, Elaine; Wilson, Richard K; Loh, Mignon L; Downing, James R; Hunger, Stephen P; Willman, Cheryl L; Zhang, Jinghui; Mullighan, Charles G
Background Philadelphia chromosome-like acute lymphoblastic leukemia (Ph-like ALL) is characterized by a gene-expression profile similar to that of BCR-ABL1-positive ALL, alterations of lymphoid transcription factor genes, and a poor outcome. The frequency and spectrum of genetic alterations in Ph-like ALL and its responsiveness to tyrosine kinase inhibition are undefined, especially in adolescents and adults. Methods We performed genomic profiling of 1725 patients with precursor B-cell ALL and detailed genomic analysis of 154 patients with Ph-like ALL. We examined the functional effects of fusion proteins and the efficacy of tyrosine kinase inhibitors in mouse pre-B cells and xenografts of human Ph-like ALL. Results Ph-like ALL increased in frequency from 10% among children with standard-risk ALL to 27% among young adults with ALL and was associated with a poor outcome. Kinase-activating alterations were identified in 91% of patients with Ph-like ALL; rearrangements involving ABL1, ABL2, CRLF2, CSF1R, EPOR, JAK2, NTRK3, PDGFRB, PTK2B, TSLP, or TYK2 and sequence mutations involving FLT3, IL7R, or SH2B3 were most common. Expression of ABL1, ABL2, CSF1R, JAK2, and PDGFRB fusions resulted in cytokine-independent proliferation and activation of phosphorylated STAT5. Cell lines and human leukemic cells expressing ABL1, ABL2, CSF1R, and PDGFRB fusions were sensitive in vitro to dasatinib, EPOR and JAK2 rearrangements were sensitive to ruxolitinib, and the ETV6-NTRK3 fusion was sensitive to crizotinib. Conclusions Ph-like ALL was found to be characterized by a range of genomic alterations that activate a limited number of signaling pathways, all of which may be amenable to inhibition with approved tyrosine kinase inhibitors. Trials identifying Ph-like ALL are needed to assess whether adding tyrosine kinase inhibitors to current therapy will improve the survival of patients with this type of leukemia. (Funded by the American Lebanese Syrian Associated Charities and others.).
PMCID:4191900
PMID: 25207766
ISSN: 0028-4793
CID: 1181572

Late effects in survivors of childhood CNS tumors treated on Head Start I and II protocols

Saha, Aniket; Salley, Christina G; Saigal, Preeti; Rolnitzky, Linda; Goldberg, Judith; Scott, Suzanne; Olshefski, Randal; Hukin, Juliette; Sands, Stephen A; Finlay, Jonathan; Gardner, Sharon L
BACKGROUND: Due to the devastating late effects associated with cranial irradiation in young children with central nervous system (CNS) tumors, treatment for these patients has evolved to include the use of intensive chemotherapy to either avoid or postpone irradiation. While survival outcomes have improved, late effects data in survivors treated on such regimens are needed. OBJECTIVE: This multi-institutional study comprehensively describes late effects in survivors treated on the Head Start I/II protocols. METHODS: Survivors of CNS tumors treated on Head Start I/II protocols were enrolled. Late effects data were collected using a validated parent-report questionnaire. Social, emotional, and behavioral functioning and quality of life were assessed using parent-report on the BASC-2 and CHQ-PF50 questionnaires. RESULTS: Twenty-one survivors (medulloblastoma = 13, sPNET = 4, ATRT = 1, ependymoma = 3) were enrolled. Ten (48%) were irradiation-free. Late effects (frequency; median time of onset since diagnosis) included >/= grade III hearing loss (67%; 3.9 years), vision (67%; 4.1 years), hypothyroidism (33%; 4 years), growth hormone (GH) deficiency (48%; 4.7 years), dental (52%; 7.1 years), and no cases of secondary leukemia. Irradiation-free (vs. irradiated) survivors reported low rates of hypothyroidism (0/10 vs. 7/11; P = 0.004) and GH deficiency (2/10 vs. 8/11; P = 0.03). The BASC-2 and CHQPF-50 mean composite scores were within average ranges relative to healthy comparison norms. Neither age at diagnosis nor irradiation was associated with these scores. CONCLUSIONS: Irradiation-free Head Start survivors have lower risk of hypothyroidism and GH deficiency. Secondary leukemias are not reported. With extended follow-up, survivors demonstrate quality of life, social, emotional, and behavioral functioning within average ranges.
PMCID:4714700
PMID: 24789527
ISSN: 1545-5009
CID: 1173442