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1.
Nature ; 562(7728): 526-531, 2018 10.
Article in English | MEDLINE | ID: mdl-30333627

ABSTRACT

The implementation of targeted therapies for acute myeloid leukaemia (AML) has been challenging because of the complex mutational patterns within and across patients as well as a dearth of pharmacologic agents for most mutational events. Here we report initial findings from the Beat AML programme on a cohort of 672 tumour specimens collected from 562 patients. We assessed these specimens using whole-exome sequencing, RNA sequencing and analyses of ex vivo drug sensitivity. Our data reveal mutational events that have not previously been detected in AML. We show that the response to drugs is associated with mutational status, including instances of drug sensitivity that are specific to combinatorial mutational events. Integration with RNA sequencing also revealed gene expression signatures, which predict a role for specific gene networks in the drug response. Collectively, we have generated a dataset-accessible through the Beat AML data viewer (Vizome)-that can be leveraged to address clinical, genomic, transcriptomic and functional analyses of the biology of AML.


Subject(s)
Gene Expression Regulation, Neoplastic/genetics , Genome, Human/genetics , Genomics , Leukemia, Myeloid, Acute/genetics , Core Binding Factor Alpha 2 Subunit/genetics , DNA (Cytosine-5-)-Methyltransferases/genetics , DNA Methyltransferase 3A , Datasets as Topic , Exome/genetics , Female , Humans , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/metabolism , Male , Molecular Targeted Therapy , Nuclear Proteins/genetics , Nucleophosmin , Proto-Oncogene Proteins/genetics , Repressor Proteins/genetics , Sequence Analysis, RNA , Serine-Arginine Splicing Factors/genetics
2.
Blood ; 134(11): 867-879, 2019 09 12.
Article in English | MEDLINE | ID: mdl-31366621

ABSTRACT

Chronic neutrophilic leukemia (CNL), atypical chronic myeloid leukemia (aCML), and myelodysplastic/myeloproliferative neoplasms, unclassifiable (MDS/MPN-U) are a group of rare and heterogeneous myeloid disorders. There is strong morphologic resemblance among these distinct diagnostic entities as well as a lack of specific molecular markers and limited understanding of disease pathogenesis, which has made diagnosis challenging in certain cases. The treatment has remained empirical, resulting in dismal outcomes. We, therefore, performed whole-exome and RNA sequencing of these rare hematologic malignancies and present the most complete survey of the genomic landscape of these diseases to date. We observed a diversity of combinatorial mutational patterns that generally do not cluster within any one diagnosis. Gene expression analysis reveals enrichment, but not cosegregation, of clinical and genetic disease features with transcriptional clusters. In conclusion, these groups of diseases represent a continuum of related diseases rather than discrete diagnostic entities.


Subject(s)
Hematologic Neoplasms/diagnosis , Hematologic Neoplasms/genetics , Leukemia, Neutrophilic, Chronic/diagnosis , Leukemia, Neutrophilic, Chronic/genetics , Adult , Aged , Aged, 80 and over , Cells, Cultured , Cohort Studies , DNA Mutational Analysis , Diagnosis, Differential , Female , Gene Expression Profiling , Genomics , HEK293 Cells , Humans , Male , Middle Aged , Mutation , Myelodysplastic Syndromes/diagnosis , Myelodysplastic Syndromes/genetics , Prognosis
3.
Proc Natl Acad Sci U S A ; 114(36): E7554-E7563, 2017 09 05.
Article in English | MEDLINE | ID: mdl-28784769

ABSTRACT

Translating the genetic and epigenetic heterogeneity underlying human cancers into therapeutic strategies is an ongoing challenge. Large-scale sequencing efforts have uncovered a spectrum of mutations in many hematologic malignancies, including acute myeloid leukemia (AML), suggesting that combinations of agents will be required to treat these diseases effectively. Combinatorial approaches will also be critical for combating the emergence of genetically heterogeneous subclones, rescue signals in the microenvironment, and tumor-intrinsic feedback pathways that all contribute to disease relapse. To identify novel and effective drug combinations, we performed ex vivo sensitivity profiling of 122 primary patient samples from a variety of hematologic malignancies against a panel of 48 drug combinations. The combinations were designed as drug pairs that target nonoverlapping biological pathways and comprise drugs from different classes, preferably with Food and Drug Administration approval. A combination ratio (CR) was derived for each drug pair, and CRs were evaluated with respect to diagnostic categories as well as against genetic, cytogenetic, and cellular phenotypes of specimens from the two largest disease categories: AML and chronic lymphocytic leukemia (CLL). Nearly all tested combinations involving a BCL2 inhibitor showed additional benefit in patients with myeloid malignancies, whereas select combinations involving PI3K, CSF1R, or bromodomain inhibitors showed preferential benefit in lymphoid malignancies. Expanded analyses of patients with AML and CLL revealed specific patterns of ex vivo drug combination efficacy that were associated with select genetic, cytogenetic, and phenotypic disease subsets, warranting further evaluation. These findings highlight the heuristic value of an integrated functional genomic approach to the identification of novel treatment strategies for hematologic malignancies.


Subject(s)
Antineoplastic Agents/therapeutic use , Hematologic Neoplasms/drug therapy , Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy , Leukemia, Myeloid, Acute/drug therapy , Drug Combinations , Hematologic Neoplasms/metabolism , Humans , Leukemia, Lymphocytic, Chronic, B-Cell/metabolism , Leukemia, Myeloid, Acute/metabolism , Mutation/drug effects , Phosphatidylinositol 3-Kinases/metabolism , Proto-Oncogene Proteins c-bcl-2/metabolism , Receptors, Granulocyte-Macrophage Colony-Stimulating Factor/metabolism
4.
Article in English | MEDLINE | ID: mdl-36307214

ABSTRACT

The Philadelphia chromosome (Ph) resulting from the t(9;22) translocation generates the oncogenic BCR::ABL1 fusion protein that is most commonly associated with chronic myeloid leukemia (CML) and Ph-positive (Ph+) acute lymphoblastic leukemia (ALL). There are also rare instances of patients (≤1%) with newly diagnosed acute myeloid leukemia (AML) that harbor this translocation (Paietta et al., Leukemia 12: 1881 [1998]; Keung et al., Leuk Res 28: 579 [2004]; Soupir et al., Am J Clin Pathol 127: 642 [2007]). AML with BCR::ABL has only recently been provisionally classified by the World Health Organization as a diagnostically distinct subtype of AML. Discernment from the extremely close differential diagnosis of myeloid blast crisis CML is challenging, largely relying on medical history rather than clinical characteristics (Arber et al., Blood 127: 2391 [2016]). To gain insight into the genomic features underlying the evolution of AML with BCR::ABL, we identified a patient presenting with a high-risk myelodysplastic syndrome that acquired a BCR::ABL alteration after a peripheral blood stem cell transplant. Serial samples were collected and analyzed using whole-exome sequencing, RNA-seq, and ex vivo functional drug screens. Persistent subclones were identified, both at diagnosis and at relapse, including an SF3B1p.Lys700Glu mutation that later cooccurred with an NRASp.Gly12Cys mutation. Functional ex vivo drug screening performed on primary patient cells suggested that combination therapies of ABL1 with RAS or PI3K pathway inhibitors could have augmented the patient's response throughout the course of disease. Together, our findings argue for the importance of genomic profiling and the potential value of ABL1 inhibitor-inclusive combination treatment strategies in patients with this rare disease.


Subject(s)
Leukemia, Myelogenous, Chronic, BCR-ABL Positive , Leukemia, Myeloid, Acute , Precursor Cell Lymphoblastic Leukemia-Lymphoma , Humans , Philadelphia Chromosome , Fusion Proteins, bcr-abl/genetics , Fusion Proteins, bcr-abl/metabolism , Fusion Proteins, bcr-abl/therapeutic use , Phosphatidylinositol 3-Kinases/genetics , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/diagnosis , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/therapy , Leukemia, Myeloid, Acute/diagnosis , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/therapy , Translocation, Genetic , Precursor Cell Lymphoblastic Leukemia-Lymphoma/diagnosis , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Precursor Cell Lymphoblastic Leukemia-Lymphoma/therapy
5.
J Clin Oncol ; 38(10): 1006-1018, 2020 04 01.
Article in English | MEDLINE | ID: mdl-31880950

ABSTRACT

PURPOSE: Colony-stimulating factor-3 receptor (CSF3R)-T618I is a recurrent activating mutation in chronic neutrophilic leukemia (CNL) and to a lesser extent in atypical chronic myeloid leukemia (aCML) resulting in constitutive JAK-STAT signaling. We sought to evaluate safety and efficacy of the JAK1/2 inhibitor ruxolitinib in patients with CNL and aCML, irrespective of CSF3R mutation status. METHODS: We conducted a phase II study of ruxolitinib in 44 patients (21 CNL and 23 aCML). The primary end point was overall hematologic response rate (ORR) by the end of 6 continuous 28-day cycles for the first 25 patients enrolled. We considered a response as either partial (PR) or complete response (CR). We expanded accrual to 44 patients to increase our ability to evaluate secondary end points, including grade ≥ 3 adverse events, spleen volume, symptom assessment, genetic correlates of response, and 2-year survival. RESULTS: ORR was 32% for the first 25 enrolled patients (8 PR [7 CNL and 1 aCML]). In the larger cohort of 44 patients, 35% had a response (11 PR [9 CNL and 2 aCML] and 4 CR [CNL]), and 50% had oncogenic CSF3R mutations. The mean absolute allele burden reduction of CSF3R-T618I after 6 cycles was greatest in the CR group, compared with the PR and no response groups. The most common cause of death is due to disease progression. Grade ≥ 3 anemia and thrombocytopenia were observed in 34% and 14% of patients, respectively. No serious adverse events attributed to ruxolitinib were observed. CONCLUSION: Ruxolitinib was well tolerated and demonstrated an estimated response rate of 32%. Patients with a diagnosis of CNL and/or harboring CSF3R-T618I were most likely to respond.


Subject(s)
Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy , Leukemia, Neutrophilic, Chronic/drug therapy , Pyrazoles/therapeutic use , Adult , Aged , Aged, 80 and over , Alleles , Antineoplastic Agents/therapeutic use , Female , Gene Frequency , Humans , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics , Leukemia, Neutrophilic, Chronic/genetics , Male , Middle Aged , Nitriles , Protein Kinase Inhibitors/adverse effects , Protein Kinase Inhibitors/therapeutic use , Pyrazoles/adverse effects , Pyrimidines , Receptors, Colony-Stimulating Factor/genetics , Survival Rate
6.
Nat Commun ; 10(1): 244, 2019 01 16.
Article in English | MEDLINE | ID: mdl-30651561

ABSTRACT

FLT3 mutations are prevalent in AML patients and confer poor prognosis. Crenolanib, a potent type I pan-FLT3 inhibitor, is effective against both internal tandem duplications and resistance-conferring tyrosine kinase domain mutations. While crenolanib monotherapy has demonstrated clinical benefit in heavily pretreated relapsed/refractory AML patients, responses are transient and relapse eventually occurs. Here, to investigate the mechanisms of crenolanib resistance, we perform whole exome sequencing of AML patient samples before and after crenolanib treatment. Unlike other FLT3 inhibitors, crenolanib does not induce FLT3 secondary mutations, and mutations of the FLT3 gatekeeper residue are infrequent. Instead, mutations of NRAS and IDH2 arise, mostly as FLT3-independent subclones, while TET2 and IDH1 predominantly co-occur with FLT3-mutant clones and are enriched in crenolanib poor-responders. The remaining patients exhibit post-crenolanib expansion of mutations associated with epigenetic regulators, transcription factors, and cohesion factors, suggesting diverse genetic/epigenetic mechanisms of crenolanib resistance. Drug combinations in experimental models restore crenolanib sensitivity.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/pharmacology , Benzimidazoles/pharmacology , Drug Resistance, Neoplasm/genetics , Leukemia, Myeloid, Acute/drug therapy , Piperidines/pharmacology , Protein Kinase Inhibitors/pharmacology , fms-Like Tyrosine Kinase 3/genetics , Adult , Aged , Aged, 80 and over , Animals , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Benzimidazoles/therapeutic use , Cell Line, Tumor , Drug Screening Assays, Antitumor , Epigenesis, Genetic/drug effects , Female , GTP Phosphohydrolases/genetics , HEK293 Cells , Humans , Inhibitory Concentration 50 , Isocitrate Dehydrogenase/genetics , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/pathology , Male , Membrane Proteins/genetics , Mice , Middle Aged , Mutation/drug effects , Mutation/genetics , Piperidines/therapeutic use , Protein Kinase Inhibitors/therapeutic use , Pyridones/pharmacology , Pyridones/therapeutic use , Pyrimidinones/pharmacology , Pyrimidinones/therapeutic use , Tandem Repeat Sequences/genetics , Treatment Outcome , Exome Sequencing
7.
Cancer Res ; 77(23): 6614-6626, 2017 12 01.
Article in English | MEDLINE | ID: mdl-28951465

ABSTRACT

Nasopharyngeal carcinoma (NPC) is an invasive cancer with particularly high incidence in Southeast Asia and Southern China. The pathogenic mechanisms of NPC, particularly those involving epigenetic dysregulation, remain largely elusive, hampering clinical management of this malignancy. To identify novel druggable targets, we carried out an unbiased high-throughput chemical screening and observed that NPC cells were highly sensitive to inhibitors of cyclin-dependent kinases (CDK), especially THZ1, a covalent inhibitor of CDK7. THZ1 demonstrated pronounced antineoplastic activities both in vitro and in vivo An integrative analysis using both whole-transcriptome sequencing and chromatin immunoprecipitation sequencing pinpointed oncogenic transcriptional amplification mediated by super-enhancers (SE) as a key mechanism underlying the vulnerability of NPC cells to THZ1 treatment. Further characterization of SE-mediated networks identified many novel SE-associated oncogenic transcripts, such as BCAR1, F3, LDLR, TBC1D2, and the long noncoding RNA TP53TG1. These transcripts were highly and specifically expressed in NPC and functionally promoted NPC malignant phenotypes. Moreover, DNA-binding motif analysis within the SE segments suggest that several transcription factors (including ETS2, MAFK, and TEAD1) may help establish and maintain SE activity across the genome. Taken together, our data establish the landscape of SE-associated oncogenic transcriptional network in NPC, which can be exploited for the development of more effective therapeutic regimens for this disease. Cancer Res; 77(23); 6614-26. ©2017 AACR.


Subject(s)
Antineoplastic Agents/pharmacology , Carcinoma/genetics , Carcinoma/pathology , Cyclin-Dependent Kinases/antagonists & inhibitors , Nasopharyngeal Neoplasms/genetics , Nasopharyngeal Neoplasms/pathology , Phenylenediamines/pharmacology , Pyrimidines/pharmacology , Animals , Cell Line, Tumor , Chromatin Immunoprecipitation , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Gene Expression Regulation, Neoplastic/drug effects , HEK293 Cells , Humans , Mice , Mice, Inbred NOD , Mice, SCID , Nasopharyngeal Carcinoma , Proto-Oncogene Protein c-ets-2/genetics , RNA, Long Noncoding/genetics , Transcription, Genetic/drug effects , Transcription, Genetic/genetics , Xenograft Model Antitumor Assays , Cyclin-Dependent Kinase-Activating Kinase
8.
Clin Cancer Res ; 22(3): 757-64, 2016 Feb 01.
Article in English | MEDLINE | ID: mdl-26475333

ABSTRACT

PURPOSE: Colony-stimulating factor 3 receptor (CSF3R) mutations have been identified in the majority of chronic neutrophilic leukemia (CNL) and a smaller percentage of atypical chronic myeloid leukemia (aCML) cases. Although CSF3R point mutations (e.g., T618I) are emerging as key players in CNL/aCML, the significance of rarer CSF3R mutations is unknown. In this study, we assess the importance of the CSF3R T640N mutation as a marker of CNL/aCML and potential therapeutic target. EXPERIMENTAL DESIGN: Sanger sequencing of leukemia samples was performed to identify CSF3R mutations in CNL and aCML. The oncogenicity of the CSF3R T640N mutation relative to the T618I mutation was assessed by cytokine independent growth assays and by mouse bone marrow transplant. Receptor dimerization and O-glycosylation of the mutants was assessed by Western blot, and JAK inhibitor sensitivity was assessed by colony assay. RESULTS: Here, we identify a CSF3R T640N mutation in two patients with CNL/aCML, one of whom was originally diagnosed with MDS and acquired the T640N mutation upon evolution of disease to aCML. The T640N mutation is oncogenic in cellular transformation assays and an in vivo mouse bone marrow transplantation model. It exhibits many similar phenotypic features to T618I, including ligand independence and altered patterns of O-glycosylation--despite the transmembrane location of T640 preventing access by GalNAc transferase enzymes. Cells transformed by the T640N mutation are sensitive to JAK kinase inhibition to a similar degree as cells transformed by CSF3R T618I. CONCLUSIONS: Because of its similarities to CSF3R T618I, the T640N mutation likely has diagnostic and therapeutic relevance in CNL/aCML.


Subject(s)
Codon , Janus Kinases/antagonists & inhibitors , Mutation , Protein Kinase Inhibitors/pharmacology , Receptors, Colony-Stimulating Factor/genetics , Amino Acid Substitution , Animals , Bone Marrow/pathology , Bone Marrow Transplantation , Cell Line , Cell Transformation, Neoplastic/genetics , Cell Transformation, Neoplastic/metabolism , DNA Mutational Analysis , Disease Models, Animal , Female , Glycosylation , Humans , Leukemia/drug therapy , Leukemia/genetics , Leukemia/metabolism , Leukemia/mortality , Leukemia/pathology , Ligands , Male , Mice , Middle Aged , Receptors, Colony-Stimulating Factor/metabolism
9.
Oncotarget ; 7(6): 6948-59, 2016 Feb 09.
Article in English | MEDLINE | ID: mdl-26755644

ABSTRACT

The recurrent V617F mutation in JAK2 (JAK2V617F) has emerged as the primary contributor to the pathogenesis of myeloproliferative neoplasms (MPN). However, the lack of complete response in most patients treated with the JAK1/2 inhibitor, ruxolitinib, indicates the need for identifying pathways that cooperate with JAK2. Activated JAK2 was found to be associated with the insulin receptor substrate 2 (IRS2) in non-hematological cells. We identified JAK2/IRS2 binding in JAK2V617F HEL cells, but not in the JAK2WT U937 cell line. In HEL cells, IRS2 silencing decreased STAT5 phosphorylation, reduced cell viability and increased apoptosis; these effects were enhanced when IRS2 silencing was combined with ruxolitinib. In U937 cells, IRS2 silencing neither reduced cell viability nor induced apoptosis. IRS1/2 pharmacological inhibition in primary MPN samples reduced cell viability in JAK2V617F-positive but not JAK2WT specimens; combination with ruxolitinib had additive effects. IRS2 expression was significantly higher in CD34+ cells from essential thrombocythemia patients compared to healthy donors, and in JAK2V617F MPN patients when compared to JAK2WT. Our data indicate that IRS2 is a binding partner of JAK2V617F in MPN. IRS2 contributes to increased cell viability and reduced apoptosis in JAK2-mutated cells. Combined pharmacological inhibition of IRS2 and JAK2 may have a potential clinical application in MPN.


Subject(s)
Apoptosis/drug effects , Insulin Receptor Substrate Proteins/antagonists & inhibitors , Janus Kinase 2/genetics , Mutation/genetics , Myeloproliferative Disorders/pathology , Pyrazoles/pharmacology , Adult , Aged , Aged, 80 and over , Blotting, Western , Case-Control Studies , Cell Proliferation/drug effects , Female , Fluorescent Antibody Technique , Follow-Up Studies , Gene Silencing , Humans , Immunoenzyme Techniques , Immunoprecipitation , Insulin Receptor Substrate Proteins/genetics , Insulin Receptor Substrate Proteins/metabolism , Janus Kinase 2/metabolism , Male , Middle Aged , Myeloproliferative Disorders/drug therapy , Myeloproliferative Disorders/genetics , Neoplasm Staging , Nitriles , Prognosis , Pyrimidines , RNA, Messenger/genetics , RNA, Small Interfering/genetics , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction , Signal Transduction , Tumor Cells, Cultured , Xenograft Model Antitumor Assays , Young Adult
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