Publications by authors named "Daniel Bottomly"

Genomic profiles and prognostic biomarkers in patients with acute myeloid leukemia (AML) from ancestry-diverse populations are underexplored. We analyzed the exomes and transcriptomes of 100 patients with AML with genomically confirmed African ancestry (Black; Alliance) and compared their somatic mutation frequencies with those of 323 self-reported white patients with AML, 55% of whom had genomically confirmed European ancestry (white; BeatAML). Here we find that 73% of 162 gene mutations recurrent in Black patients, including a hitherto unreported PHIP alteration detected in 7% of patients, were found in one white patient or not detected.

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Upregulation of the Wilms' tumour 1 (WT1) gene is common in acute myeloid leukaemia (AML) and is associated with poor prognosis. WT1 generates 12 primary transcripts through different translation initiation sites and alternative splicing. The short WT1 transcripts express abundantly in primary leukaemia samples.

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Article Synopsis
  • Immuno-oncology focuses on using the immune system to fight cancer, and it's evolving rapidly with advancements in technology and data availability.
  • Recent breakthroughs in artificial intelligence and machine learning (AI/ML) are particularly noteworthy for their potential to enhance understanding and treatment outcomes in immuno-oncology.
  • The review discusses key challenges in this field, such as improving clinical workflows, managing high-quality image data, synthesizing textual information, and addressing small patient cohorts, while also highlighting the promise of new AI/ML techniques and ethical practices to drive future progress.
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Identifying and targeting microenvironment-driven pathways that are active across acute myeloid leukemia (AML) genetic subtypes should allow the development of more broadly effective therapies. The proinflammatory cytokine interleukin-1β (IL-1β) is abundant in the AML microenvironment and promotes leukemic growth. Through RNA-sequencing analysis, we identify that IL-1β-upregulated ASF1B (antisilencing function-1B), a histone chaperone, in AML progenitors compared with healthy progenitors.

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  • Emerging research highlights how factors in the leukemia microenvironment protect cancer cells from treatments and contribute to drug resistance, signaling the need for targeted therapies in acute myeloid leukemia (AML).
  • A study involving around 300 AML patient samples found that higher levels of the cytokine CCL2 correlate with reduced effectiveness of MEK inhibitors, leading to further investigations into the mechanisms behind this resistance.
  • The findings suggest that targeting both CCL2 and the MEK pathway can improve treatment responses in AML, proposing a combination therapy as a promising strategy to overcome drug resistance and enhance patient outcomes.
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  • Venetoclax, when combined with azacytidine, shows promise in treating acute myeloid leukemia (AML), but some patients develop resistance, which can limit the treatment's effectiveness.
  • Researchers tested 25 different drug combinations with venetoclax on AML patient samples to discover which combinations might work better than the standard venetoclax + azacytidine approach.
  • By analyzing tumor cell states and incorporating clinical features, the study identified new drug combinations that could be more effective for certain patient subtypes, paving the way for personalized treatment strategies in AML.
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Introduction: The implementation of small-molecule and immunotherapies in acute myeloid leukemia (AML) has been challenging due to genetic and epigenetic variability amongst patients. There are many potential mechanisms by which immune cells could influence small-molecule or immunotherapy responses, yet, this area remains understudied.

Methods: Here we performed cell type enrichment analysis from over 560 AML patient bone marrow and peripheral blood samples from the Beat AML dataset to describe the functional immune landscape of AML.

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Unlabelled: Mutations in Fms-like tyrosine kinase 3 (FLT3) are common drivers in acute myeloid leukemia (AML) yet FLT3 inhibitors only provide modest clinical benefit. Prior work has shown that inhibitors of lysine-specific demethylase 1 (LSD1) enhance kinase inhibitor activity in AML. Here we show that combined LSD1 and FLT3 inhibition induces synergistic cell death in FLT3-mutant AML.

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Risk stratification in acute myeloid leukemia (AML) remains principle in survival prognostication and treatment selection. The 2022 European LeukemiaNet (ELN) recommendations were recently published, with notable updates to risk group assignment. The complexity of risk stratification and comparative outcomes between the 2022 and 2017 ELN guidelines remains unknown.

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Drug resistance in chronic myeloid leukaemia (CML) may occur via mutations in the causative BCR::ABL1 fusion or BCR::ABL1-independent mechanisms. We analysed 48 patients with BCR::ABL1-independent resistance for the presence of secondary fusion genes by RNA sequencing. We identified 10 of the most frequently detected secondary fusions in 21 patients.

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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).

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Luxeptinib (CG-806) simultaneously targets FLT3 and select other kinase pathways operative in myeloid malignancies. We investigated the range of kinases it inhibits, its cytotoxicity landscape ex vivo with acute myeloid leukemia (AML) patient samples, and its efficacy in xenograft models. Luxeptinib inhibits wild-type (WT) and many of the clinically relevant mutant forms of FLT3 at low nanomolar concentrations.

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In this study, we report a differential response of mitogen-activated protein kinase-kinase (MEK) inhibitor trametinib in 20 head and neck squamous cell carcinoma (HNSCC) patients' tumor-derived cell cultures. Relatively sensitive and resistant cases to trametinib were identified using high throughput metabolic assays and validated in extended dose response studies in vitro. High throughput metabolic assays exploring combination therapies with trametinib were subjected to synergy models and maximal synergistic dose analyses.

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Article Synopsis
  • * CG-806 (luxeptinib) is a promising dual BTK/SYK inhibitor that has shown effectiveness in preclinical trials, killing MCL cells and overcoming resistance seen with ibrutinib by suppressing anti-apoptotic proteins.
  • * In studies, CG-806 improved survival rates in certain MCL models, revealing that understanding the Bcl-2 network and combining it with other treatments could enhance drug efficacy, making it a focus for future cancer therapy research. *
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  • * The effectiveness of each drug alone depended on the specific differentiation state of the tumor cells, with certain leukemia profiles responding better to each drug, while the combination treatment reduced these distinctions.
  • * The enhanced effectiveness of the combination may be due to DORA blocking p38 MAPK-mediated phosphorylation of BCL2, thereby increasing sensitivity to VEN and presenting a promising strategy for future AML treatments.
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To understand mechanisms of response to BET inhibitors (BETi), we mined the Beat AML functional genomic dataset and performed genome-wide CRISPR screens on BETi- sensitive and BETi- resistant AML cells. Both strategies revealed regulators of monocytic differentiation, SPI1, JUNB, FOS, and aryl-hydrocarbon receptor signaling (AHR/ARNT), as determinants of BETi response. AHR activation synergized with BETi while inhibition antagonized BETi-mediated cytotoxicity.

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Inherited predisposition to myeloid malignancies is more common than previously appreciated. We analyzed the whole-exome sequencing data of paired leukemia and skin biopsy samples from 391 adult patients from the Beat AML 1.0 consortium.

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Identifying resistance mutations in a drug target provides crucial information. Lentiviral transduction creates multiple types of mutations due to the error-prone nature of the HIV-1 reverse transcriptase (RT). Here we optimized and leveraged this property to identify drug resistance mutations, developing a technique we term LentiMutate.

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Our study details the stepwise evolution of gilteritinib resistance in FLT3-mutated acute myeloid leukemia (AML). Early resistance is mediated by the bone marrow microenvironment, which protects residual leukemia cells. Over time, leukemia cells evolve intrinsic mechanisms of resistance, or late resistance.

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Article Synopsis
  • Drug resistance in acute myeloid leukemia (AML) limits the effectiveness of targeted therapies like FLT3 inhibitors, which is common in about 25% of AML patients with FLT3 mutations.
  • A CRISPR screen revealed that specific genes (LZTR1, NF1, TSC1, TSC2) are involved in the resistance to sorafenib, highlighting the role of the MAPK and MTOR pathways.
  • Combining FLT3 inhibitors with MEK inhibitors has shown promise in overcoming resistance in AML patients, suggesting a potential new treatment approach.
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Deregulation of the gene family plays an important role in the pathogenesis of acute myeloid leukemia (AML). The BCL2 inhibitor, venetoclax, has received FDA approval for the treatment of AML. However, upfront and acquired drug resistance ensues due, in part, to the clinical and genetic heterogeneity of AML, highlighting the importance of identifying biomarkers to stratify patients onto the most effective therapies.

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Much of what is known about the neurotrophic receptor tyrosine kinase (NTRK) genes in cancer was revealed through identification and characterization of activating Trk fusions across many tumor types. A resurgence of interest in these receptors has emerged owing to the realization that they are promising therapeutic targets. The remarkable efficacy of pan-Trk inhibitors larotrectinib and entrectinib in clinical trials led to their accelerated, tissue-agnostic US Food and Drug Administration (FDA) approval for adult and pediatric patients with Trk-driven solid tumors.

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While molecular genetic abnormalities can tell us much about the pathogenesis of acute myeloid leukemia (AML), these molecular genetics do not always explain drug resistance or sensitivity, leaving room for other mechanisms of tumor pathogenesis outside of genetic events. The Beat AML 1.0 project was a multicenter project to sequence and functionally query AML samples against over 120 drugs.

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