The implementation of targeted therapies for acute myeloid leukemia has been challenged by 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 program on a cohort of 672 tumor specimens collected from 562 patients. We assessed these specimens using whole exome sequencing, RNA-sequencing, and ex vivo drug sensitivity analyses. Our data reveal Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:
Ibrutinib is an irreversible inhibitor of Bruton’s tyrosine kinase
(Btk) that has proven to be an effective therapeutic agent for multiple B-cell
mediated lymphoproliferative disorders. Ibrutinib, however, carries an increased
bleeding risk compared to standard chemotherapy. Bleeding events range from
minor mucocutaneous bleeding to life-threatening hemorrhage, due in large part
to the effects of ibrutinib on several distinct platelet signaling pathways.
There is currently minimal data to guide clinicians regarding the use of
ibrutinib in patients at high risk for bleeding or on anticoagulant or
antiplatelet therapy. In addition, the potential cardiovascular protective
effects of ibrutinib monotherapy in patients at risk for vascular disease is
unknown. Patients should be cautioned against using nonsteroidal
anti-inflammatory drugs, fish oils, vitamin E, and aspirin-containing products,
and consider replacing ibrutinib with a different agent if dual antiplatelet
therapy is indicated. Patients should not take vitamin K antagonists
concurrently with ibrutinib; direct oral anticoagulant should be used if
extended anticoagulation is strongly indicated. In this review, we describe the
pathophysiology of ibrutinib-mediated bleeding and suggest risk reduction
strategies for common clinical scenarios associated with ibrutinib.
To study mechanisms underlying resistance to the BCL2 inhibitor venetoclax in acute myeloid leukemia (AML), we used a genome-wide CRISPR/Cas9 screen to identify gene knockouts resulting in drug resistance. We validated TP53 , BAX , and PMAIP1 as genes whose inactivation results in venetoclax resistance in AML cell lines. Resistance to venetoclax resulted from an inability to execute apoptosis driven by BAX loss, decreased expression of BCL2, and/or reliance on alternative BCL2 family members such as BCL2L1. The resistance was accompanied by changes in mitochondrial homeostasis and cellular metabolism. Evaluation of TP53 knockout cells for sensitivities to a panel of small-molecule inhibitors revealed a gain of sensitivity to TRK inhibitors. We relate these observations to patient drug responses and gene expression in the Beat AML dataset. Our results implicate TP53 , the apoptotic network, and mitochondrial functionality as drivers of venetoclax response in AML and suggest strategies to overcome resistance. SIGNIFICANCE: AML is challenging to treat due to its heterogeneity, and single-agent therapies have universally failed, prompting a need for innovative drug combinations. We used a genetic approach to identify genes whose inactivation contributes to drug resistance as a means of forming preferred drug combinations to improve AML treatment.
Single-cell RNA sequencing distinguishes cell types, states, and lineages within the context of heterogeneous tissues. However current single-cell data cannot directly link cell clusters with specific phenotypes. Here we present Scissor, a method that identifies cell subpopulations from single-cell data that are associated with a given phenotype. Scissor integrates phenotype-associated bulk expression data and single-cell data by first quantifying the similarity between each single cell and each bulk sample. It then optimizes a regression model on the correlation matrix with the sample phenotype to identify relevant subpopulations. Applied to a lung cancer single-cell RNA-seq dataset, Scissor identified subsets of cells associated with worse survival and with
TP53
mutations. In melanoma, Scissor discerned a T cell subpopulation with low
PDCD1
/
CTLA4
and high
TCF7
expression associated with an immunotherapy response. Beyond cancer, Scissor was effective in interpreting Facioscapulohumeral muscular dystrophy (FSHD) and Alzheimer’s disease datasets. Scissor identifies biologically and clinically relevant cell subpopulations from single-cell assays by leveraging phenotype and bulk-omics datasets.
Background
Stromal-mediated signaling enhances NFκB pathway activity in chronic lymphocytic leukemia B-cells (CLL), leading to cell survival and chemoresistance. Ubiquitination of IκBα may partially account for constitutive activation of NFκB. MLN4924 is an investigational agent that inhibits the Nedd8-activating enzyme, thereby neutralizing Cullin-RING ubiquitin ligases and preventing degradation of their substrates.
Experimental Design
We conducted a pre-clinical assessment of MLN4924 in CLL. Primary CLL cells were co-cultured in vitro with CD40L-expressing stroma to mimic the pro-survival conditions present in lymphoid tissue. The effect of MLN4924 on CLL cell apoptosis, NFκB pathway activity, Bcl-2 family members and cell cycle was assessed by flow cytometry, western blotting, PCR and immunocytochemistry.
Results
CD40L-expressing stroma protected CLL cells from spontaneous apoptosis and induced resistance to multiple drugs, accompanied by NFκB activation and Bim repression. Treatment with MLN4924 induced CLL cell apoptosis and circumvented stroma-mediated resistance. This was accompanied by accumulation of phospho-IκBα, decreased nuclear translocation of p65 and p52 leading to inhibition of both canonical and non-canonical NFκB pathways, and reduced transcription of their target genes, notably chemokines. MLN4924 promoted induction of Bim and Noxa in the CLL cells leading to rebalancing of Bcl-2 family members towards the pro-apoptotic BH3-only proteins. siRNA-mediated knockdown of Bim or Noxa decreased sensitivity to MLN4924. MLN4924 enhanced the antitumor activity of the inhibitors of BCR-associated kinases.
Conclusions
MLN4924 disrupts NFκB activation and induces Bim expression in CLL cells thereby preventing stroma-mediated resistance. Our data provide rationale for further evaluation of MLN4924 in CLL.
Pathologic lymphomatous involvement of cardiac tissue should be considered in the evaluation of patients with NHL. Durable remissions can be achieved in B-cell NHL with cardiac involvement, and thus, therapy should be considered in such cases.
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