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1.
Cell ; 183(7): 1962-1985.e31, 2020 12 23.
Article in English | MEDLINE | ID: mdl-33242424

ABSTRACT

We report a comprehensive proteogenomics analysis, including whole-genome sequencing, RNA sequencing, and proteomics and phosphoproteomics profiling, of 218 tumors across 7 histological types of childhood brain cancer: low-grade glioma (n = 93), ependymoma (32), high-grade glioma (25), medulloblastoma (22), ganglioglioma (18), craniopharyngioma (16), and atypical teratoid rhabdoid tumor (12). Proteomics data identify common biological themes that span histological boundaries, suggesting that treatments used for one histological type may be applied effectively to other tumors sharing similar proteomics features. Immune landscape characterization reveals diverse tumor microenvironments across and within diagnoses. Proteomics data further reveal functional effects of somatic mutations and copy number variations (CNVs) not evident in transcriptomics data. Kinase-substrate association and co-expression network analysis identify important biological mechanisms of tumorigenesis. This is the first large-scale proteogenomics analysis across traditional histological boundaries to uncover foundational pediatric brain tumor biology and inform rational treatment selection.


Subject(s)
Brain Neoplasms/genetics , Brain Neoplasms/pathology , Proteogenomics , Brain Neoplasms/immunology , Child , DNA Copy Number Variations/genetics , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , Genome, Human , Glioma/genetics , Glioma/pathology , Humans , Lymphocytes, Tumor-Infiltrating/immunology , Mutation/genetics , Neoplasm Grading , Neoplasm Recurrence, Local/pathology , Phosphoproteins/metabolism , Phosphorylation , RNA, Messenger/genetics , RNA, Messenger/metabolism , Transcriptome/genetics
2.
J Immunol ; 187(7): 3840-53, 2011 Oct 01.
Article in English | MEDLINE | ID: mdl-21880982

ABSTRACT

Accumulating evidence suggests that autoreactive plasma cells play an important role in systemic lupus erythematosus (SLE). In addition, several proinflammatory cytokines promote autoreactive B cell maturation and autoantibody production. Hence, therapeutic targeting of such cytokine pathways using a selective JAK2 inhibitor, CEP-33779 (JAK2 enzyme IC(50) = 1.3 nM; JAK3 enzyme IC(50)/JAK2 enzyme IC(50) = 65-fold), was tested in two mouse models of SLE. Age-matched, MRL/lpr or BWF1 mice with established SLE or lupus nephritis, respectively, were treated orally with CEP-33779 at 30 mg/kg (MRL/lpr), 55 mg/kg or 100 mg/kg (MRL/lpr and BWF1). Studies included reference standard, dexamethasone (1.5 mg/kg; MRL/lpr), and cyclophosphamide (50 mg/kg; MRL/lpr and BWF1). Treatment with CEP-33779 extended survival and reduced splenomegaly/lymphomegaly. Several serum cytokines were significantly decreased upon treatment including IL-12, IL-17A, IFN-α, IL-1ß, and TNF-α. Anti-nuclear Abs and frequencies of autoantigen-specific, Ab-secreting cells declined upon CEP-33779 treatment. Increased serum complement levels were associated with reduced renal JAK2 activity, histopathology, and spleen CD138(+) plasma cells. The selective JAK2 inhibitor CEP-33779 was able to mitigate several immune parameters associated with SLE advancement, including the protection and treatment of mice with lupus nephritis. These data support the possibility of using potent, orally active, small-molecule inhibitors of JAK2 to treat the debilitative disease SLE.


Subject(s)
Enzyme Inhibitors/therapeutic use , Janus Kinase 2/antagonists & inhibitors , Lupus Nephritis/drug therapy , Plasma Cells/drug effects , Pyridines/therapeutic use , Triazoles/therapeutic use , Administration, Oral , Animals , Antibodies, Antinuclear/blood , Autoimmunity/drug effects , Autoimmunity/immunology , Cell Separation , Cytokines/blood , Disease Models, Animal , Enzyme Inhibitors/pharmacokinetics , Enzyme-Linked Immunosorbent Assay , Female , Flow Cytometry , Lupus Nephritis/immunology , Lupus Nephritis/pathology , Mice , Mice, Inbred MRL lpr , Plasma Cells/immunology , Pyridines/pharmacokinetics , Triazoles/pharmacokinetics
3.
ArXiv ; 2023 Oct 02.
Article in English | MEDLINE | ID: mdl-38106459

ABSTRACT

Pediatric brain and spinal cancers remain the leading cause of cancer-related death in children. Advancements in clinical decision-support in pediatric neuro-oncology utilizing the wealth of radiology imaging data collected through standard care, however, has significantly lagged other domains. Such data is ripe for use with predictive analytics such as artificial intelligence (AI) methods, which require large datasets. To address this unmet need, we provide a multi-institutional, large-scale pediatric dataset of 23,101 multi-parametric MRI exams acquired through routine care for 1,526 brain tumor patients, as part of the Children's Brain Tumor Network. This includes longitudinal MRIs across various cancer diagnoses, with associated patient-level clinical information, digital pathology slides, as well as tissue genotype and omics data. To facilitate downstream analysis, treatment-naïve images for 370 subjects were processed and released through the NCI Childhood Cancer Data Initiative via the Cancer Data Service. Through ongoing efforts to continuously build these imaging repositories, our aim is to accelerate discovery and translational AI models with real-world data, to ultimately empower precision medicine for children.

4.
Neoplasia ; 35: 100846, 2023 01.
Article in English | MEDLINE | ID: mdl-36335802

ABSTRACT

Pediatric brain tumors are the leading cause of cancer-related death in children in the United States and contribute a disproportionate number of potential years of life lost compared to adult cancers. Moreover, survivors frequently suffer long-term side effects, including secondary cancers. The Children's Brain Tumor Network (CBTN) is a multi-institutional international clinical research consortium created to advance therapeutic development through the collection and rapid distribution of biospecimens and data via open-science research platforms for real-time access and use by the global research community. The CBTN's 32 member institutions utilize a shared regulatory governance architecture at the Children's Hospital of Philadelphia to accelerate and maximize the use of biospecimens and data. As of August 2022, CBTN has enrolled over 4700 subjects, over 1500 parents, and collected over 65,000 biospecimen aliquots for research. Additionally, over 80 preclinical models have been developed from collected tumors. Multi-omic data for over 1000 tumors and germline material are currently available with data generation for > 5000 samples underway. To our knowledge, CBTN provides the largest open-access pediatric brain tumor multi-omic dataset annotated with longitudinal clinical and outcome data, imaging, associated biospecimens, child-parent genomic pedigrees, and in vivo and in vitro preclinical models. Empowered by NIH-supported platforms such as the Kids First Data Resource and the Childhood Cancer Data Initiative, the CBTN continues to expand the resources needed for scientists to accelerate translational impact for improved outcomes and quality of life for children with brain and spinal cord tumors.


Subject(s)
Brain Neoplasms , Quality of Life , Adult , Humans , Child , Brain Neoplasms/therapy
6.
Bioorg Med Chem Lett ; 21(24): 7325-30, 2011 Dec 15.
Article in English | MEDLINE | ID: mdl-22041060

ABSTRACT

The JAK2/STAT pathway has important roles in hematopoiesis. With the discovery of the JAK2 V617F mutation and its presence in many patients with myeloproliferative neoplasms, research in the JAK2 inhibitor arena has dramatically increased. We report a novel series of potent JAK2 inhibitors containing a 2,7-pyrrolotriazine core. To minimize potential drug-induced toxicity, targets were analyzed for the ability to form a glutathione adduct. Glutathione adduct formation was decreased by modification of the aniline substituent at C2.


Subject(s)
Janus Kinase 2/antagonists & inhibitors , Protein Kinase Inhibitors/chemistry , Pyrroles/chemistry , Triazines/metabolism , Amino Acid Substitution , Glutathione/chemistry , Humans , Janus Kinase 2/genetics , Janus Kinase 2/metabolism , Myeloproliferative Disorders/metabolism , Protein Kinase Inhibitors/pharmacokinetics , Structure-Activity Relationship , Triazines/chemistry
7.
Assay Drug Dev Technol ; 13(5): 285-92, 2015 Jun.
Article in English | MEDLINE | ID: mdl-26125659

ABSTRACT

A simplified method for monitoring the incorporation of radiolabeled acetate into lipids in a cellular system is described. The assay eliminates the commonly employed labor-intensive organic extraction step by plating the cells in 96-well tissue culture-treated ScintiPlates(®) that enable direct measurement of radiolabeled cell membrane-embedded lipids. Since the scintillant is entrenched in the plates, radioactivity in close proximity to the scintillant is measured without the need for liquid scintillation cocktail. The utility of this method for evaluating inhibitors of the de novo fatty acid synthetic pathway is demonstrated here with fatty acid synthase (FASN). Due to the upregulation of FASN activity in many tumor types, development of inhibitors to block the FASN activity in cells shows promise as an attractive and tractable approach for therapeutic intervention.


Subject(s)
Biosynthetic Pathways/physiology , Fatty Acid Synthases/antagonists & inhibitors , Scintillation Counting/methods , Animals , Biosynthetic Pathways/drug effects , Enzyme Inhibitors/pharmacology , Fatty Acid Synthases/metabolism , Fatty Acids/antagonists & inhibitors , Fatty Acids/metabolism , HT29 Cells , Humans , Insecta
9.
Assay Drug Dev Technol ; 10(5): 468-75, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22690705

ABSTRACT

An understanding of the dynamics of drug-target interactions is important in the drug discovery process. Information related to the binding kinetics of a drug toward its target or off-target aids in determining the efficacy or toxicity of a drug. Biophysical techniques such as surface plasmon resonance (SPR) have been available for over 20 years, but have been predominantly utilized to characterize protein-protein interactions. With improvements in instrument sensitivity and data analysis software, interactions between proteins (such as kinases) and small molecules have been successfully evaluated. More recently, the LanthaScreen Eu kinase binding assay for characterizing kinase inhibitors has been described. This assay monitors displacement of an Alexa Fluor 647-labeled tracer from the ATP-binding site of an epitope-tagged kinase by a test compound. Such behavior results in a decrease in time-resolved fluorescence energy transfer signal. In this report, a side-by-side comparison of the LanthaScreen Eu kinase binding assay and the SPR method was performed using inhibitors of focal adhesion kinase. The two methods yielded comparable results and identified compounds with time-dependent inhibition and relatively slow dissociation.


Subject(s)
Focal Adhesion Kinase 1/antagonists & inhibitors , Focal Adhesion Kinase 1/metabolism , Protein Kinase Inhibitors/metabolism , Surface Plasmon Resonance/methods , Humans , Protein Binding/drug effects , Protein Binding/physiology , Protein Kinase Inhibitors/pharmacokinetics , Staurosporine/metabolism , Staurosporine/pharmacokinetics
10.
Assay Drug Dev Technol ; 10(2): 212-7, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22132729

ABSTRACT

The Janus kinase (JAK)/signal transducer and activator of transcription (STAT) signaling pathway plays an important role in cellular responses to cytokines and growth factors. Recent studies have identified a recurrent somatic activating mutation (JAK2 V617F) in majority of patients with myeloproliferative disorders (MPDs). Development of drugs that target JAK2 V617F is, therefore, of therapeutic relevance. To discover small molecule inhibitors for this target, robust and reliable cell-based assays are important. Here, we present a comparison of two homogeneous, 384-well plate-based cellular assays using Invitrogen's CellSensor® JAK2 V617F interferon regulatory factor-1 (irf1)-beta-lactamase (bla) human erythroleukemia line (HEL): (1) SureFire® pSTAT5 AlphaScreen® assay from PerkinElmer; and (2) GeneBLAzer® fluorescence resonance energy transfer assay from Invitrogen. HEL cells are growth factor-independent due to JAK2 V617F mutation that causes constitutive STAT5 activation. The SureFire assay measures levels of phosphorylated STAT5 downstream of JAKs, while the GeneBLAzer assay is a reporter assay that monitors bla activity further downstream of STAT5. Evaluation of a number of chemically diverse JAK2 inhibitors in the two cellular assays yielded comparable half-maximal inhibitory concentration (IC50) values, boding well for the utility of these assay formats in compound profiling.


Subject(s)
Fluorescence Resonance Energy Transfer/methods , Janus Kinase 2/genetics , STAT5 Transcription Factor/genetics , Cell Line , Drug Discovery/methods , Fluorescence , High-Throughput Screening Assays , Humans , Janus Kinase 2/antagonists & inhibitors , Mutation/physiology , Myeloproliferative Disorders/enzymology , Phosphorylation , Protein Kinase Inhibitors/chemistry , Protein Kinase Inhibitors/pharmacology , Small Molecule Libraries , Software
11.
Assay Drug Dev Technol ; 10(6): 551-7, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22428805

ABSTRACT

Homogeneous cellular assays can streamline product detection in the drug discovery process. One commercially available assay employing time-resolved fluorescence resonance energy transfer (TR-FRET) that detects phosphorylated products was used to evaluate inhibitors of the receptor tyrosine kinase AXL in a cell line expressing an AXL-green fluorescent protein fusion protein. This TR-FRET assay was modified to evaluate the phosphorylation state of the AXL family member MER in a cell line expressing MER with a V5 tag by adding a fluorescein-labeled anti-V5 antibody. This homogeneous cellular assay was further modified to evaluate the nonreceptor tyrosine kinase focal adhesion kinase (FAK) in cell lines that expressed an untagged kinase by the inclusion of a commercially available anti-FAK antibody conjugated with an acceptor dye. The methods described here can be further adapted for TR-FRET detection of other cellular kinase activities.


Subject(s)
Enzyme Inhibitors/pharmacology , Fluorescence Resonance Energy Transfer/methods , Phosphotransferases/antagonists & inhibitors , Phosphotransferases/analysis , Antibodies/analysis , Antibodies/immunology , Antibodies, Anti-Idiotypic/analysis , Antibodies, Anti-Idiotypic/immunology , Cell Line , Coloring Agents , DNA, Complementary/genetics , Data Interpretation, Statistical , Drug Evaluation, Preclinical/methods , Fluorescein , Focal Adhesion Protein-Tyrosine Kinases/analysis , Focal Adhesion Protein-Tyrosine Kinases/antagonists & inhibitors , Humans , Polymerase Chain Reaction , Proto-Oncogene Proteins/analysis , Proto-Oncogene Proteins/antagonists & inhibitors , Receptor Protein-Tyrosine Kinases/analysis , Receptor Protein-Tyrosine Kinases/antagonists & inhibitors , c-Mer Tyrosine Kinase
12.
J Med Chem ; 55(11): 5243-54, 2012 Jun 14.
Article in English | MEDLINE | ID: mdl-22594690

ABSTRACT

Members of the JAK family of nonreceptor tyrosine kinases play a critical role in the growth and progression of many cancers and in inflammatory diseases. JAK2 has emerged as a leading therapeutic target for oncology, providing a rationale for the development of a selective JAK2 inhibitor. A program to optimize selective JAK2 inhibitors to combat cancer while reducing the risk of immune suppression associated with JAK3 inhibition was undertaken. The structure-activity relationships and biological evaluation of a novel series of compounds based on a 1,2,4-triazolo[1,5-a]pyridine scaffold are reported. Para substitution on the aryl at the C8 position of the core was optimum for JAK2 potency (17). Substitution at the C2 nitrogen position was required for cell potency (21). Interestingly, meta substitution of C2-NH-aryl moiety provided exceptional selectivity for JAK2 over JAK3 (23). These efforts led to the discovery of CEP-33779 (29), a novel, selective, and orally bioavailable inhibitor of JAK2.


Subject(s)
Antineoplastic Agents/chemical synthesis , Janus Kinase 2/antagonists & inhibitors , Pyridines/chemical synthesis , Triazoles/chemical synthesis , Administration, Oral , Animals , Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacology , Biological Availability , Cell Line , Crystallography, X-Ray , Dogs , Humans , Mice , Mice, Nude , Microsomes, Liver/metabolism , Models, Molecular , Molecular Structure , Pyridines/chemistry , Pyridines/pharmacology , Rats , Structure-Activity Relationship , Triazoles/chemistry , Triazoles/pharmacology , Xenograft Model Antitumor Assays
13.
Assay Drug Dev Technol ; 9(3): 311-8, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21133674

ABSTRACT

The Janus kinase (JAK)-signal transducer and activator of transcription pathway is an important therapeutic target because of its role in the regulation of cell growth. Aberrant, constitutive activation of JAK2 signaling has been implicated in myeloproliferative disorders with a single, activating somatic V617F mutation in the JH2 pseudokinase domain of JAK2 as the prevalent molecular lesion. Invitrogen has developed the CellSensor(®) cell lines interferon regulatory factor-1 (irf1)-beta-lactamase (bla) TF-1 and irf1-bla HEL for use in evaluating inhibitors of wild-type JAK2 and mutant JAK2 V617F, respectively. Both contain a bla reporter gene downstream of the irf1 response element stably integrated into either TF-1 or HEL cells. A fluorescence resonance energy transfer-based bla substrate is utilized to give a robust detection of JAK2 activity. Examination of Invitrogen's protocols for the two cell lines revealed significant differences that are not conducive to direct comparison of inhibitor activities against wild-type and mutant JAK2. Systematic changes to standardize the two assays were incorporated and evaluated for effects on assay response ratio, assay quality, and potency for a diverse series of inhibitors.


Subject(s)
Biological Assay/methods , Cell Line/metabolism , Fluorescence Resonance Energy Transfer/methods , Interferon Regulatory Factor-1/metabolism , Janus Kinase 2/metabolism , Protein Engineering/methods , Protein Kinase Inhibitors/pharmacology , Cell Line/drug effects , Humans
14.
J Pediatr Surg ; 41(7): 1279-84, 2006 Jul.
Article in English | MEDLINE | ID: mdl-16818063

ABSTRACT

PURPOSE: In light of the paucity of literature on lymphatic malformations of the tongue base, our aim was to present our experience and long-term outcomes of patients with this rare and challenging pathologic entity. METHODS: Medical records of 25 patients treated by the 3 senior authors (RGA, MTC, and RTC) between 1974 and 2003 were retrospectively reviewed, and comprehensive clinical data were collected and analyzed. RESULTS: Twenty-one patients (13 female and 12 male infants) were diagnosed either prenatally or at birth. Of these patients, 18 required early airway stabilization; 17 required tracheotomy. Four patients were diagnosed after 1 year of age and had no airway problems. Follow-up ranged from 2 days (owing to death) to 28 years, with a mean of 10 years. In 21 patients, pathology was extensive, involving contiguous anatomical areas such as the anterior tongue, larynx, pharynx, and floor of mouth. Multiple resections and debulking procedures were performed to restore function and improve cosmesis. Four patients died, all with laryngeal involvement. Of the 14 survivors who had tracheotomies, only 5 are decannulated. Normal oral feeding has been achieved in 14 patients and normal speech, in 8 patients. Cosmesis has improved with time. Orthodontic and dental problems are common, and 9 patients have significant macrognathia. CONCLUSIONS: Although most patients with lymphatic malformations of the tongue base achieve normal oral feeding, airway, speech, and cosmesis issues remain problematic throughout life. Laryngeal involvement signifies extensive disease and is the most significant risk factor for serious complications and death.


Subject(s)
Lymphatic Abnormalities/surgery , Tongue Diseases/surgery , Airway Obstruction/etiology , Airway Obstruction/surgery , Antineoplastic Agents/therapeutic use , Female , Humans , Infant , Infant, Newborn , Lymphatic Abnormalities/complications , Lymphatic Abnormalities/therapy , Male , Oral Surgical Procedures , Pregnancy , Retrospective Studies , Tongue Diseases/complications , Tongue Diseases/therapy , Tracheostomy
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