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2.
Cancer Cell ; 40(8): 850-864.e9, 2022 08 08.
Article En | MEDLINE | ID: mdl-35868306

Acute myeloid leukemia (AML) is a cancer of myeloid-lineage cells with limited therapeutic options. We previously combined ex vivo drug sensitivity with genomic, transcriptomic, and clinical annotations for a large cohort of AML patients, which facilitated discovery of functional genomic correlates. Here, we present a dataset that has been harmonized with our initial report to yield a cumulative cohort of 805 patients (942 specimens). We show strong cross-cohort concordance and identify features of drug response. Further, deconvoluting transcriptomic data shows that drug sensitivity is governed broadly by AML cell differentiation state, sometimes conditionally affecting other correlates of response. Finally, modeling of clinical outcome reveals a single gene, PEAR1, to be among the strongest predictors of patient survival, especially for young patients. Collectively, this report expands a large functional genomic resource, offers avenues for mechanistic exploration and drug development, and reveals tools for predicting outcome in AML.


Leukemia, Myeloid, Acute , Cell Differentiation , Cohort Studies , Humans , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/genetics , Receptors, Cell Surface/genetics , Transcriptome
3.
Nature ; 562(7728): 526-531, 2018 10.
Article En | MEDLINE | ID: mdl-30333627

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.


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
4.
Oncotarget ; 9(37): 24576-24589, 2018 May 15.
Article En | MEDLINE | ID: mdl-29872489

In many malignancies, the tumor microenvironment includes CSF1R-expressing supportive monocyte/macrophages that promote tumor cell survival. For chronic lymphocytic leukemia (CLL), these supportive monocyte/macrophages are known as nurse-like cells (NLCs), although the potential effectiveness of selective small-molecule inhibitors of CSF1R against CLL is understudied. Here, we demonstrate the preclinical activity of two inhibitors of CSF1R, GW-2580 and ARRY-382, in primary CLL patient samples. We observed at least 25% of CLL samples showed sub-micromolar sensitivity to CSF1R inhibitors. This sensitivity was observed in samples with varying genetic and clinical backgrounds, although higher white cell count and monocyte cell percentage was associated with increased sensitivity. Depleting CD14-expressing monocytes preferentially decreased viability in samples sensitive to CSF1R inhibitors, and treating samples with CSF1R inhibitors eliminated the presence of NLCs in long-term culture conditions. These results indicate that CSF1R small-molecule inhibitors target CD14-expressing monocytes in the CLL microenvironment, thereby depriving leukemia cells of extrinsic support signals. In addition, significant synergy was observed combining CSF1R inhibitors with idelalisib or ibrutinib, two current CLL therapies that disrupt tumor cell intrinsic B-cell receptor signaling. These findings support the concept of simultaneously targeting supportive NLCs and CLL cells and demonstrate the potential clinical utility of this combination.

5.
Oncotarget ; 6(22): 18921-32, 2015 Aug 07.
Article En | MEDLINE | ID: mdl-26254279

PURPOSE: Despite significant therapeutic progress in multiple myeloma, drug resistance is uniformly inevitable and new treatments are needed. Our aim was to identify novel, efficacious small-molecule combinations for use in drug resistant multiple myeloma. EXPERIMENTAL DESIGN: A panel of 116 small molecule inhibitors was used to screen resistant myeloma cell lines for potential therapeutic targets. Agents found to have enhanced activity in the bortezomib or melphalan resistant myeloma cell lines were investigated further in combination. Synergistic combinations of interest were evaluated in primary patient cells. RESULTS: The overall single-agent drug sensitivity profiles were dramatically different between melphalan and bortezomib resistant cells, however, the bromodomain inhibitor, CPI203, was observed to have enhanced activity in both the bortezomib and melphalan resistant lines compared to their wild-type counterparts. The combination of bortezomib and CPI203 was found to be synergistic in both the bortezomib and melphalan resistant cell lines as well as in a primary multiple myeloma sample from a patient refractory to recent proteasome inhibitor treatment. The CPI203-bortezomib combination led to enhanced apoptosis and anti-proliferative effects. Finally, in contrast to prior reports of synergy between bortezomib and other epigenetic modifying agents, which implicated MYC downregulation or NOXA induction, our analyses suggest that CPI203-bortezomib synergy is independent of these events. CONCLUSION: Our preclinical data supports a role for the clinical investigation of the bromodomain inhibitor CPI203 combined with bortezomib or alkylating agents in resistant multiple myeloma.


Acetamides/pharmacology , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Azepines/pharmacology , Bortezomib/pharmacology , Multiple Myeloma/drug therapy , Small Molecule Libraries/pharmacology , Acetamides/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Apoptosis/drug effects , Azepines/administration & dosage , Bortezomib/administration & dosage , Cell Line, Tumor , Cell Proliferation/drug effects , Drug Resistance, Neoplasm , Drug Synergism , Humans , Multiple Myeloma/pathology
6.
J Gen Physiol ; 143(6): 719-31, 2014 Jun.
Article En | MEDLINE | ID: mdl-24821964

The olfactory bulb contains the first synaptic relay in the olfactory pathway, the sensory system in which odorants are detected enabling these chemical stimuli to be transformed into electrical signals and, ultimately, the perception of odor. Acid-sensing ion channels (ASICs), a family of proton-gated cation channels, are widely expressed in neurons of the central nervous system. However, no direct electrophysiological and pharmacological characterizations of ASICs in olfactory bulb neurons have been described. Using a combination of whole-cell patch-clamp recordings and biochemical and molecular biological analyses, we demonstrated that functional ASICs exist in mouse olfactory bulb mitral/tufted (M/T) neurons and mainly consist of homomeric ASIC1a and heteromeric ASIC1a/2a channels. ASIC activation depolarized cultured M/T neurons and increased their intracellular calcium concentration. Thus, ASIC activation may play an important role in normal olfactory function.


Acid Sensing Ion Channels/metabolism , Calcium/metabolism , Ion Channel Gating/physiology , Membrane Potentials/physiology , Olfactory Bulb/physiology , Sensory Receptor Cells/physiology , Animals , Calcium Signaling/physiology , Cells, Cultured , Mice , Sensory Receptor Cells/classification
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