118 results on '"McWeeney SK"'
Search Results
2. Modeling Host Genetic Regulation of Influenza Pathogenesis in the Collaborative Cross
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Ferris, MT, Aylor, DL, Bottomly, D, Whitmore, AC, Aicher, LD, Bell, TA, Bradel-Tretheway, B, Bryan, JT, Buus, RJ, Gralinski, LE, Haagmans, Bart, McMillan, L, Miller, DR, Rosenzweig, E, Valdar, W, Wang, Johnny, Churchill, GA, Threadgill, DW, McWeeney, SK, Katze, MG, de Villena, FPM, Baric, RS, Heise, MT, Ferris, MT, Aylor, DL, Bottomly, D, Whitmore, AC, Aicher, LD, Bell, TA, Bradel-Tretheway, B, Bryan, JT, Buus, RJ, Gralinski, LE, Haagmans, Bart, McMillan, L, Miller, DR, Rosenzweig, E, Valdar, W, Wang, Johnny, Churchill, GA, Threadgill, DW, McWeeney, SK, Katze, MG, de Villena, FPM, Baric, RS, and Heise, MT
- Abstract
Genetic variation contributes to host responses and outcomes following infection by influenza A virus or other viral infections. Yet narrow windows of disease symptoms and confounding environmental factors have made it difficult to identify polymorphic genes that contribute to differential disease outcomes in human populations. Therefore, to control for these confounding environmental variables in a system that models the levels of genetic diversity found in outbred populations such as humans, we used incipient lines of the highly genetically diverse Collaborative Cross (CC) recombinant inbred (RI) panel (the pre-CC population) to study how genetic variation impacts influenza associated disease across a genetically diverse population. A wide range of variation in influenza disease related phenotypes including virus replication, virus-induced inflammation, and weight loss was observed. Many of the disease associated phenotypes were correlated, with viral replication and virus-induced inflammation being predictors of virus-induced weight loss. Despite these correlations, pre-CC mice with unique and novel disease phenotype combinations were observed. We also identified sets of transcripts (modules) that were correlated with aspects of disease. In order to identify how host genetic polymorphisms contribute to the observed variation in disease, we conducted quantitative trait loci (QTL) mapping. We identified several QTL contributing to specific aspects of the host response including virus-induced weight loss, titer, pulmonary edema, neutrophil recruitment to the airways, and transcriptional expression. Existing whole-genome sequence data was applied to identify high priority candidate genes within QTL regions. A key host response QTL was located at the site of the known anti-influenza Mx1 gene. We sequenced the coding regions of Mx1 in the eight CC founder strains, and identified a novel Mx1 allele that showed reduced ability to inhibit viral replication, while maintain
- Published
- 2013
3. Diversity of energetic strategies among echinoid larvae and the transition from feeding to nonfeeding development
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Herrera, Jc, Mcweeney, Sk, and Mcedward, Lr
- Abstract
Our current work investigates a major ecological transition in echinoderm life cycles: the evolution from planktotrophic to lecithotrophic larval development. We have discovered a wide range of feeding requirements among subtropical echinoid larvae. Differences in maternal investment determine how much external food is required to build the larval body and subsequently the juvenile rudiment. There appears to be a continuum of nutritional strategies between extreme obligate planktotrophy and functional lecithotrophy (i.e. facultative planktotrophy). We suggest that the ecological boundary between planktotrophy and lecithotrophy is easily crossed and that unlike morphological changes, ecological transitions, are readily reversible.
- Published
- 1996
4. Single-nucleotide polymorphism masking.
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Walter NAR, McWeeney SK, Peters ST, Belknap JK, Hitzemann R, and Buck KJ
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- 2008
5. Quantitative trait locus analysis: multiple cross and heterogeneous stock mapping.
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Hitzemann R, Belknap JK, and McWeeney SK
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- 2008
6. Multiomic profiling identifies predictors of survival in African American patients with acute myeloid leukemia.
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Stiff A, Fornerod M, Kain BN, Nicolet D, Kelly BJ, Miller KE, Mrózek K, Boateng I, Bollas A, Garfinkle EAR, Momoh O, Fasola FA, Olawumi HO, Mencia-Trinchant N, Kloppers JF, van Marle AC, Hu E, Wijeratne S, Wheeler G, Walker CJ, Buss J, Heyrosa A, Desai H, Laganson A, Hamp E, Abu-Shihab Y, Abaza H, Kronen P, Sen S, Johnstone ME, Quinn K, Wronowski B, Hertlein E, Miles LA, Mims AS, Oakes CC, Blachly JS, Larkin KT, Mundy-Bosse B, Carroll AJ, Powell BL, Kolitz JE, Stone RM, Duarte C, Abbott D, Amaya ML, Jordan CT, Uy GL, Stock W, Archer KJ, Paskett ED, Guzman ML, Levine RL, Menghrajani K, Chakravarty D, Berger MF, Bottomly D, McWeeney SK, Tyner JW, Byrd JC, Salomonis N, Grimes HL, Mardis ER, and Eisfeld AK
- Subjects
- Adult, Aged, Female, Humans, Male, Middle Aged, Biomarkers, Tumor genetics, Gene Expression Profiling, GTP Phosphohydrolases genetics, Isocitrate Dehydrogenase genetics, Membrane Proteins genetics, Nuclear Proteins genetics, Prognosis, Transcriptome, White genetics, Black or African American genetics, Leukemia, Myeloid, Acute genetics, Leukemia, Myeloid, Acute mortality, Mutation, Nucleophosmin
- Abstract
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. Black patients with myelodysplasia-related AML were younger than white patients suggesting intrinsic and/or extrinsic dysplasia-causing stressors. On multivariable analyses of Black patients, NPM1 and NRAS mutations were associated with inferior disease-free and IDH1 and IDH2 mutations with reduced overall survival. Inflammatory profiles, cell type distributions and transcriptional profiles differed between Black and white patients with NPM1 mutations. Incorporation of ancestry-specific risk markers into the 2022 European LeukemiaNet genetic risk stratification changed risk group assignment for one-third of Black patients and improved their outcome prediction., (© 2024. The Author(s).)
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- 2024
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7. Upregulation of HOXA3 by isoform-specific Wilms tumour 1 drives chemotherapy resistance in acute myeloid leukaemia.
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Allen B, Savoy L, Ryabinin P, Bottomly D, Chen R, Goff B, Wang A, McWeeney SK, and Zhang H
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- Humans, Antigens, CD genetics, Antigens, CD metabolism, Antigens, CD biosynthesis, Cell Line, Tumor, Cytarabine pharmacology, Cytarabine therapeutic use, Gene Expression Regulation, Leukemic drug effects, Nucleophosmin, Protein Isoforms, Receptors, Transferrin, Drug Resistance, Neoplasm genetics, Homeodomain Proteins genetics, Homeodomain Proteins metabolism, Leukemia, Myeloid, Acute genetics, Leukemia, Myeloid, Acute drug therapy, Leukemia, Myeloid, Acute metabolism, Leukemia, Myeloid, Acute pathology, Up-Regulation, WT1 Proteins genetics, WT1 Proteins metabolism, WT1 Proteins biosynthesis
- Abstract
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. We observed that overexpression of short WT1 transcripts lacking exon 5 with and without the KTS motif (sWT1+/- and sWT1-/-) led to reduced cell growth. However, only sWT1+/- overexpression resulted in decreased CD71 expression, G1 arrest, and cytarabine resistance. Primary AML patient cells with low CD71 expression exhibit resistance to cytarabine, suggesting that CD71 may serve as a potential biomarker for chemotherapy. RNAseq differential expressed gene analysis identified two transcription factors, HOXA3 and GATA2, that are specifically upregulated in sWT1+/- cells, whereas CDKN1A is upregulated in sWT1-/- cells. Overexpression of either HOXA3 or GATA2 reproduced the effects of sWT1+/-, including decreased cell growth, G1 arrest, reduced CD71 expression and cytarabine resistance. HOXA3 expression correlates with chemotherapy response and overall survival in NPM1 mutation-negative leukaemia specimens. Overexpression of HOXA3 leads to drug resistance against a broad spectrum of chemotherapeutic agents. Our results suggest that WT1 regulates cell proliferation and drug sensitivity in an isoform-specific manner., (© 2024 British Society for Haematology and John Wiley & Sons Ltd.)
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- 2024
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8. Genetic loci regulate Sarbecovirus pathogenesis: A comparison across mice and humans.
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Schäfer A, Gralinski LE, Leist SR, Hampton BK, Mooney MA, Jensen KL, Graham RL, Agnihothram S, Jeng S, Chamberlin S, Bell TA, Scobey DT, Linnertz CL, VanBlargan LA, Thackray LB, Hock P, Miller DR, Shaw GD, Diamond MS, de Villena FPM, McWeeney SK, Heise MT, Menachery VD, Ferris MT, and Baric RS
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- Animals, Humans, Mice, SARS-CoV-2 genetics, Virus Replication, Genome-Wide Association Study, COVID-19 virology, Tripartite Motif Proteins genetics, Coronavirus Infections virology, Coronavirus Infections genetics, Disease Models, Animal, Quantitative Trait Loci
- Abstract
Coronavirus (CoV) cause considerable morbidity and mortality in humans and other mammals, as evidenced by the emergence of Severe Acute Respiratory CoV (SARS-CoV) in 2003, Middle East Respiratory CoV (MERS-CoV) in 2012, and SARS-CoV-2 in 2019. Although poorly characterized, natural genetic variation in human and other mammals modulate virus pathogenesis, as reflected by the spectrum of clinical outcomes ranging from asymptomatic infections to lethal disease. Using multiple human epidemic and zoonotic Sarbecoviruses, coupled with murine Collaborative Cross genetic reference populations, we identify several dozen quantitative trait loci that regulate SARS-like group-2B CoV pathogenesis and replication. Under a Chr4 QTL, we deleted a candidate interferon stimulated gene, Trim14 which resulted in enhanced SARS-CoV titers and clinical disease, suggesting an antiviral role during infection. Importantly, about 60 % of the murine QTL encode susceptibility genes identified as priority candidates from human genome-wide association studies (GWAS) studies after SARS-CoV-2 infection, suggesting that similar selective forces have targeted analogous genes and pathways to regulate Sarbecovirus disease across diverse mammalian hosts. These studies provide an experimental platform in rodents to investigate the molecular-genetic mechanisms by which potential cross mammalian susceptibility loci and genes regulate type-specific and cross-SARS-like group 2B CoV replication, immunity, and pathogenesis in rodent models. Our study also provides a paradigm for identifying susceptibility loci for other highly heterogeneous and virulent viruses that sporadically emerge from zoonotic reservoirs to plague human and animal populations., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 The Author(s). Published by Elsevier B.V. All rights reserved.)
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- 2024
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9. Targeting CCL2/CCR2 Signaling Overcomes MEK Inhibitor Resistance in Acute Myeloid Leukemia.
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Modak RV, de Oliveira Rebola KG, McClatchy J, Mohammadhosseini M, Damnernsawad A, Kurtz SE, Eide CA, Wu G, Laderas T, Nechiporuk T, Gritsenko MA, Hansen JR, Hutchinson C, Gosline SJC, Piehowski P, Bottomly D, Short N, Rodland K, McWeeney SK, Tyner JW, and Agarwal A
- Subjects
- Humans, Cell Line, Tumor, Cell Proliferation drug effects, Animals, Pyridones pharmacology, Pyridones therapeutic use, Mice, Leukemia, Myeloid, Acute drug therapy, Leukemia, Myeloid, Acute genetics, Leukemia, Myeloid, Acute metabolism, Leukemia, Myeloid, Acute pathology, Receptors, CCR2 metabolism, Receptors, CCR2 antagonists & inhibitors, Receptors, CCR2 genetics, Drug Resistance, Neoplasm genetics, Chemokine CCL2 metabolism, Chemokine CCL2 genetics, Protein Kinase Inhibitors pharmacology, Protein Kinase Inhibitors therapeutic use, Signal Transduction drug effects
- Abstract
Purpose: Emerging evidence underscores the critical role of extrinsic factors within the microenvironment in protecting leukemia cells from therapeutic interventions, driving disease progression, and promoting drug resistance in acute myeloid leukemia (AML). This finding emphasizes the need for the identification of targeted therapies that inhibit intrinsic and extrinsic signaling to overcome drug resistance in AML., Experimental Design: We performed a comprehensive analysis utilizing a cohort of ∼300 AML patient samples. This analysis encompassed the evaluation of secreted cytokines/growth factors, gene expression, and ex vivo drug sensitivity to small molecules. Our investigation pinpointed a notable association between elevated levels of CCL2 and diminished sensitivity to the MEK inhibitors (MEKi). We validated this association through loss-of-function and pharmacologic inhibition studies. Further, we deployed global phosphoproteomics and CRISPR/Cas9 screening to identify the mechanism of CCR2-mediated MEKi resistance in AML., Results: Our multifaceted analysis unveiled that CCL2 activates multiple prosurvival pathways, including MAPK and cell-cycle regulation in MEKi-resistant cells. Employing combination strategies to simultaneously target these pathways heightened growth inhibition in AML cells. Both genetic and pharmacologic inhibition of CCR2 sensitized AML cells to trametinib, suppressing proliferation while enhancing apoptosis. These findings underscore a new role for CCL2 in MEKi resistance, offering combination therapies as an avenue to circumvent this resistance., Conclusions: Our study demonstrates a compelling rationale for translating CCL2/CCR2 axis inhibitors in combination with MEK pathway-targeting therapies, as a potent strategy for combating drug resistance in AML. This approach has the potential to enhance the efficacy of treatments to improve AML patient outcomes., (©2024 The Authors; Published by the American Association for Cancer Research.)
- Published
- 2024
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10. Germ line variant GFI1-36N affects DNA repair and sensitizes AML cells to DNA damage and repair therapy.
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Frank D, Patnana PK, Vorwerk J, Mao L, Gopal LM, Jung N, Hennig T, Ruhnke L, Frenz JM, Kuppusamy M, Autry R, Wei L, Sun K, Mohammed Ahmed HM, Künstner A, Busch H, Müller H, Hutter S, Hoermann G, Liu L, Xie X, Al-Matary Y, Nimmagadda SC, Cano FC, Heuser M, Thol F, Göhring G, Steinemann D, Thomale J, Leitner T, Fischer A, Rad R, Röllig C, Altmann H, Kunadt D, Berdel WE, Hüve J, Neumann F, Klingauf J, Calderon V, Opalka B, Dührsen U, Rosenbauer F, Dugas M, Varghese J, Reinhardt HC, von Bubnoff N, Möröy T, Lenz G, Batcha AMN, Giorgi M, Selvam M, Wang E, McWeeney SK, Tyner JW, Stölzel F, Mann M, Jayavelu AK, and Khandanpour C
- Subjects
- Humans, Mice, Animals, Temozolomide, DNA Damage, DNA Repair, Germ Cells metabolism, DNA, Transcription Factors genetics, DNA-Binding Proteins genetics, DNA-Binding Proteins metabolism, Leukemia, Myeloid, Acute drug therapy, Leukemia, Myeloid, Acute genetics
- Abstract
Abstract: Growth factor independence 1 (GFI1) is a DNA-binding transcription factor and a key regulator of hematopoiesis. GFI1-36N is a germ line variant, causing a change of serine (S) to asparagine (N) at position 36. We previously reported that the GFI1-36N allele has a prevalence of 10% to 15% among patients with acute myeloid leukemia (AML) and 5% to 7% among healthy Caucasians and promotes the development of this disease. Using a multiomics approach, we show here that GFI1-36N expression is associated with increased frequencies of chromosomal aberrations, mutational burden, and mutational signatures in both murine and human AML and impedes homologous recombination (HR)-directed DNA repair in leukemic cells. GFI1-36N exhibits impaired binding to N-Myc downstream-regulated gene 1 (Ndrg1) regulatory elements, causing decreased NDRG1 levels, which leads to a reduction of O6-methylguanine-DNA-methyltransferase (MGMT) expression levels, as illustrated by both transcriptome and proteome analyses. Targeting MGMT via temozolomide, a DNA alkylating drug, and HR via olaparib, a poly-ADP ribose polymerase 1 inhibitor, caused synthetic lethality in human and murine AML samples expressing GFI1-36N, whereas the effects were insignificant in nonmalignant GFI1-36S or GFI1-36N cells. In addition, mice that received transplantation with GFI1-36N leukemic cells treated with a combination of temozolomide and olaparib had significantly longer AML-free survival than mice that received transplantation with GFI1-36S leukemic cells. This suggests that reduced MGMT expression leaves GFI1-36N leukemic cells particularly vulnerable to DNA damage initiating chemotherapeutics. Our data provide critical insights into novel options to treat patients with AML carrying the GFI1-36N variant., (© 2023 by The American Society of Hematology. Licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0), permitting only noncommercial, nonderivative use with attribution. All other rights reserved.)
- Published
- 2023
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11. Clinical Correlates of Venetoclax-Based Combination Sensitivities to Augment Acute Myeloid Leukemia Therapy.
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Eide CA, Kurtz SE, Kaempf A, Long N, Joshi SK, Nechiporuk T, Huang A, Dibb CA, Taylor A, Bottomly D, McWeeney SK, Minnier J, Lachowiez CA, Saultz JN, Swords RT, Agarwal A, Chang BH, Druker BJ, and Tyner JW
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- Humans, Proto-Oncogene Proteins c-bcl-2 genetics, Proto-Oncogene Proteins c-bcl-2 metabolism, Azacitidine pharmacology, Azacitidine therapeutic use, Leukemia, Myeloid, Acute drug therapy, Leukemia, Myeloid, Acute genetics, Antineoplastic Agents pharmacology, Antineoplastic Agents therapeutic use
- Abstract
The BCL2 inhibitor venetoclax combined with the hypomethylating agent azacytidine shows significant clinical benefit in a subset of patients with acute myeloid leukemia (AML); however, resistance limits response and durability. We prospectively profiled the ex vivo activity of 25 venetoclax-inclusive combinations on primary AML patient samples to identify those with improved potency and synergy compared with venetoclax + azacytidine (Ven + azacytidine). Combination sensitivities correlated with tumor cell state to discern three patterns: primitive selectivity resembling Ven + azacytidine, monocytic selectivity, and broad efficacy independent of cell state. Incorporation of immunophenotype, mutation, and cytogenetic features further stratified combination sensitivity for distinct patient subtypes. We dissect the biology underlying the broad, cell state-independent efficacy for the combination of venetoclax plus the JAK1/2 inhibitor ruxolitinib. Together, these findings support opportunities for expanding the impact of venetoclax-based drug combinations in AML by leveraging clinical and molecular biomarkers associated with ex vivo responses., Significance: By mapping drug sensitivity data to clinical features and tumor cell state, we identify novel venetoclax combinations targeting patient subtypes who lack sensitivity to Ven + azacytidine. This provides a framework for a taxonomy of AML informed by readily available sets of clinical and genetic features obtained as part of standard care. See related commentary by Becker, p. 437 . This article is featured in Selected Articles from This Issue, p. 419., (©2023 American Association for Cancer Research.)
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- 2023
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12. Disruption of the MYC Superenhancer Complex by Dual Targeting of FLT3 and LSD1 in Acute Myeloid Leukemia.
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Yashar WM, Curtiss BM, Coleman DJ, VanCampen J, Kong G, Macaraeg J, Estabrook J, Demir E, Long N, Bottomly D, McWeeney SK, Tyner JW, Druker BJ, Maxson JE, and Braun TP
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- Humans, Apoptosis, Histone Demethylases genetics, Histone Demethylases metabolism, Mutation, Protein Kinase Inhibitors pharmacology, Protein Kinase Inhibitors therapeutic use, STAT5 Transcription Factor metabolism, fms-Like Tyrosine Kinase 3 genetics, fms-Like Tyrosine Kinase 3 metabolism, Leukemia, Myeloid, Acute drug therapy, Leukemia, Myeloid, Acute genetics, Leukemia, Myeloid, Acute metabolism
- Abstract
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. Multi-omic profiling revealed that the drug combination disrupts STAT5, LSD1, and GFI1 binding at the MYC blood superenhancer, suppressing superenhancer accessibility as well as MYC expression and activity. The drug combination simultaneously results in the accumulation of repressive H3K9me1 methylation, an LSD1 substrate, at MYC target genes. We validated these findings in 72 primary AML samples with the nearly every sample demonstrating synergistic responses to the drug combination. Collectively, these studies reveal how epigenetic therapies augment the activity of kinase inhibitors in FLT3-ITD (internal tandem duplication) AML., Implications: This work establishes the synergistic efficacy of combined FLT3 and LSD1 inhibition in FLT3-ITD AML by disrupting STAT5 and GFI1 binding at the MYC blood-specific superenhancer complex., (©2023 American Association for Cancer Research.)
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- 2023
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13. Immune cell proportions correlate with clinicogenomic features and ex vivo drug responses in acute myeloid leukemia.
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Romine KA, Bottomly D, Yashar W, Long N, Viehdorfer M, McWeeney SK, and Tyner JW
- Abstract
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., Results: We identify multiple cell types that significantly correlate with AML clinical and genetic features, and we also observe significant correlations of immune cell proportions with ex vivo small-molecule and immunotherapy responses. Additionally, we generated a signature of terminally exhausted T cells (T
ex ) and identified AML with high monocytic proportions as strongly correlating with increased proportions of these immunosuppressive T cells., Discussion: Our work, which is accessible through a new "Cell Type" module in our visualization platform (Vizome; http://vizome.org/), can be leveraged to investigate potential contributions of different immune cells on many facets of the biology of AML., Competing Interests: Author JT has received research support from Acerta, Agios, Aptose, Array, AstraZeneca, Constellation, Genentech, Gilead, Incyte, Janssen, Kronos, Meryx, Petra, Schrodinger, Seattle Genetics, Syros, Takeda, and Tolero and serves on the advisory board for Recludix Pharma. The authors certify that all compounds tested in this study were chosen without input from any of our industry partners. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2023 Romine, Bottomly, Yashar, Long, Viehdorfer, McWeeney and Tyner.)- Published
- 2023
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14. Secondary fusion proteins as a mechanism of BCR::ABL1 kinase-independent resistance in chronic myeloid leukaemia.
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Barnes EJ, Eide CA, Kaempf A, Bottomly D, Romine KA, Wilmot B, Saunders D, McWeeney SK, Tognon CE, and Druker BJ
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- Humans, Protein Kinase Inhibitors pharmacology, Protein Kinase Inhibitors therapeutic use, Mutation, Cell Line, Drug Resistance, Neoplasm genetics, Fusion Proteins, bcr-abl metabolism, Leukemia, Myelogenous, Chronic, BCR-ABL Positive drug therapy, Leukemia, Myelogenous, Chronic, BCR-ABL Positive genetics, Leukemia, Myelogenous, Chronic, BCR-ABL Positive metabolism
- Abstract
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. Validation studies, cell line models, gene expression analysis and drug screening revealed differences with respect to proliferation rate, differentiation and drug sensitivity. Notably, expression of RUNX1::MECOM led to resistance to ABL1 tyrosine kinase inhibitors in vitro. These results suggest secondary fusions contribute to BCR::ABL1-independent resistance and may be amenable to combined therapies., (© 2022 British Society for Haematology and John Wiley & Sons Ltd.)
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- 2023
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15. Biology and medicine in the landscape of quantum advantages.
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Cordier BA, Sawaya NPD, Guerreschi GG, and McWeeney SK
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- Computer Simulation, Algorithms, Biology, Computing Methodologies, Quantum Theory
- Abstract
Quantum computing holds substantial potential for applications in biology and medicine, spanning from the simulation of biomolecules to machine learning methods for subtyping cancers on the basis of clinical features. This potential is encapsulated by the concept of a quantum advantage, which is contingent on a reduction in the consumption of a computational resource, such as time, space or data. Here, we distill the concept of a quantum advantage into a simple framework to aid researchers in biology and medicine pursuing the development of quantum applications. We then apply this framework to a wide variety of computational problems relevant to these domains in an effort to (i) assess the potential of practical advantages in specific application areas and (ii) identify gaps that may be addressed with novel quantum approaches. In doing so, we provide an extensive survey of the intersection of biology and medicine with the current landscape of quantum algorithms and their potential advantages. While we endeavour to identify specific computational problems that may admit practical advantages throughout this work, the rapid pace of change in the fields of quantum computing, classical algorithms and biological research implies that this intersection will remain highly dynamic for the foreseeable future.
- Published
- 2022
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16. Comprehensive molecular characterization of a rare case of Philadelphia chromosome-positive acute myeloid leukemia.
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Rosenberg MW, Savage SL, Eide CA, Reister Schultz A, Cook RJ, Press RD, Rempfer C, Eickelberg G, Wilmot B, McWeeney SK, Tyner JW, Druker BJ, and Tognon CE
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- Humans, Philadelphia Chromosome, Fusion Proteins, bcr-abl genetics, Fusion Proteins, bcr-abl metabolism, Fusion Proteins, bcr-abl therapeutic use, Phosphatidylinositol 3-Kinases genetics, Translocation, Genetic, 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, Precursor Cell Lymphoblastic Leukemia-Lymphoma diagnosis, Precursor Cell Lymphoblastic Leukemia-Lymphoma genetics, Precursor Cell Lymphoblastic Leukemia-Lymphoma therapy
- 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 SF3B1 p.Lys700Glu mutation that later cooccurred with an NRAS p.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., (© 2022 Rosenberg et al.; Published by Cold Spring Harbor Laboratory Press.)
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- 2022
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17. Community-Based SARS-CoV-2 Testing Using Saliva or Nasopharyngeal Swabs to Compare the Performance of Weekly COVID-19 Screening to Wastewater SARS-CoV-2 Signals.
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Lu Z, Brunton AE, Mohebnasab M, Deloney A, Williamson KJ, Layton BA, Mansell S, Brawley-Chesworth A, Abrams P, Wilcox KA, Franklin FA, McWeeney SK, Streblow DN, Fan G, and Hansel DE
- Abstract
Multiple studies worldwide have confirmed that severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) RNA can be detected in wastewater. However, there is a lack of data directly comparing the wastewater SARS-CoV-2 RNA concentration with the prevalence of coronavirus disease 2019 (COVID-19) in individuals living in sewershed areas. Here, we correlate wastewater SARS-CoV-2 signals with SARS-CoV-2 positivity rates in symptomatic and asymptomatic individuals and compare positivity rates in two underserved communities in Portland, Oregon to those reported in greater Multnomah County. 403 individuals were recruited via two COVID-19 testing sites over a period of 16 weeks. The weekly SARS-CoV-2 positivity rate in our cohort ranged from 0 to 21.7% and trended higher than symptomatic positivity rates reported by Multnomah County (1.9-8.7%). Among the 362 individuals who reported symptom status, 76 were symptomatic and 286 were asymptomatic. COVID-19 was detected in 35 participants: 24 symptomatic, 9 asymptomatic, and 2 of unknown symptomatology. Wastewater testing yielded 0.33-149.9 viral RNA genomic copies/L/person and paralleled community COVID-19 positive test rates. In conclusion, wastewater sampling accurately identified increased SARS-CoV-2 within a community. Importantly, the rate of SARS-CoV-2 positivity in underserved areas is higher than positivity rates within the County as a whole, suggesting a disproportionate burden of SARS-CoV-2 in these communities., Competing Interests: The authors declare no competing financial interest., (© 2022 American Chemical Society.)
- Published
- 2022
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18. Targeted RNA editing in brainstem alleviates respiratory dysfunction in a mouse model of Rett syndrome.
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Sinnamon JR, Jacobson ME, Yung JF, Fisk JR, Jeng S, McWeeney SK, Parmelee LK, Chan CN, Yee SP, and Mandel G
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- Animals, Disease Models, Animal, Humans, Male, Mice, Mutation, Brain Stem metabolism, Methyl-CpG-Binding Protein 2 genetics, RNA Editing, Respiration Disorders genetics, Respiration Disorders therapy, Rett Syndrome genetics, Rett Syndrome therapy
- Abstract
Rett syndrome is a neurological disease due to loss-of-function mutations in the transcription factor, Methyl CpG binding protein 2 (MECP2). Because overexpression of endogenous MECP2 also causes disease, we have exploited a targeted RNA-editing approach to repair patient mutations where levels of MECP2 protein will never exceed endogenous levels. Here, we have constructed adeno-associated viruses coexpressing a bioengineered wild-type ADAR2 catalytic domain (Editase
wt ) and either Mecp2 -targeting or nontargeting gfp RNA guides. The viruses are introduced systemically into male mice containing a guanosine to adenosine mutation that eliminates MeCP2 protein and causes classic Rett syndrome in humans. We find that in the mutant mice injected with the Mecp2 -targeting virus, the brainstem exhibits the highest RNA-editing frequency compared to other brain regions. The efficiency is sufficient to rescue MeCP2 expression and function in the brainstem of mice expressing the Mecp2 -targeting virus. Correspondingly, we find that abnormal Rett-like respiratory patterns are alleviated, and survival is prolonged, compared to mice injected with the control gfp guide virus. The levels of RNA editing among most brain regions corresponds to the distribution of guide RNA rather than Editasewt . Our results provide evidence that a targeted RNA-editing approach can alleviate a hallmark symptom in a mouse model of human disease.- Published
- 2022
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19. Integrative analysis of drug response and clinical outcome in acute myeloid leukemia.
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Bottomly D, Long N, Schultz AR, Kurtz SE, Tognon CE, Johnson K, Abel M, Agarwal A, Avaylon S, Benton E, Blucher A, Borate U, Braun TP, Brown J, Bryant J, Burke R, Carlos A, Chang BH, Cho HJ, Christy S, Coblentz C, Cohen AM, d'Almeida A, Cook R, Danilov A, Dao KT, Degnin M, Dibb J, Eide CA, English I, Hagler S, Harrelson H, Henson R, Ho H, Joshi SK, Junio B, Kaempf A, Kosaka Y, Laderas T, Lawhead M, Lee H, Leonard JT, Lin C, Lind EF, Liu SQ, Lo P, Loriaux MM, Luty S, Maxson JE, Macey T, Martinez J, Minnier J, Monteblanco A, Mori M, Morrow Q, Nelson D, Ramsdill J, Rofelty A, Rogers A, Romine KA, Ryabinin P, Saultz JN, Sampson DA, Savage SL, Schuff R, Searles R, Smith RL, Spurgeon SE, Sweeney T, Swords RT, Thapa A, Thiel-Klare K, Traer E, Wagner J, Wilmot B, Wolf J, Wu G, Yates A, Zhang H, Cogle CR, Collins RH, Deininger MW, Hourigan CS, Jordan CT, Lin TL, Martinez ME, Pallapati RR, Pollyea DA, Pomicter AD, Watts JM, Weir SJ, Druker BJ, McWeeney SK, and Tyner JW
- Subjects
- Cell Differentiation, Cohort Studies, Humans, Receptors, Cell Surface genetics, Transcriptome, Leukemia, Myeloid, Acute drug therapy, Leukemia, Myeloid, Acute genetics
- Abstract
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., Competing Interests: Declaration of interests C.E.T. receives research support from Notable Labs and serves as a scientific liaison for AstraZeneca. J.E.M. receives research funding from Gilead Pharmaceutical and serves on a scientific advisory board for Ionis Pharmaceuticals. M.W.D. serves on the advisory boards and/or as a consultant for Novartis, Incyte, and BMS and receives research funding from BMS and Gilead. C.S.H. receives research funding from Sellas. T.L.L. consults for Jazz Pharmaceuticals and receives research funding from Tolero, Gilead, Prescient, Ono, Bio-Path, Mateon, Genentech/Roche, Trovagene, AbbVie, Pfizer, Celgene, Imago, Astellas, Karyopharm, Seattle Genetics, and Incyte. D.A.P. receives research funding from Pfizer and Agios and served on advisory boards for Pfizer, Celyad, Agios, Celgene, AbbVie, Argenx, Takeda, and Servier. B.J.D. serves on the advisory boards for Aileron Therapeutics, Aptose, Blueprint Medicines, Cepheid, EnLiven Therapeutics, Gilead, GRAIL, Iterion Therapeutics, Nemucore Medical Innovations, the Novartis CML Molecular Monitoring Steering Committee, Recludix Pharma, the RUNX1 Research Program, ALLCRON Pharma, VB Therapeutics, Vincerx Pharma, and the Board of Directors for Amgen, and receives research funding from EnLiven and Recludix. B.J.D. is principal investigator or co-investigator on Novartis, BMS, and Pfizer clinical trials. His institution, OHSU, has contracts with these companies to pay for patient costs, nurse and data manager salaries, and institutional overhead, but he does not derive salary, nor does his laboratory receive funds, from these contracts. J.W.T. has received research support from Acerta, Agios, Aptose, Array, AstraZeneca, Constellation, Genentech, Gilead, Incyte, Janssen, Kronos, Meryx, Petra, Schrodinger, Seattle Genetics, Syros, Takeda, and Tolero and serves on the advisory board for Recludix Pharma. The authors certify that all compounds tested in this study were chosen without input from any of our industry partners. A subset of findings from this manuscript have been included in a pending patent application., (Copyright © 2022 The Author(s). Published by Elsevier Inc. All rights reserved.)
- Published
- 2022
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20. Luxeptinib (CG-806) Targets FLT3 and Clusters of Kinases Operative in Acute Myeloid Leukemia.
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Rice WG, Howell SB, Zhang H, Rastgoo N, Local A, Kurtz SE, Lo P, Bottomly D, Wilmot B, McWeeney SK, Druker BJ, and Tyner JW
- Subjects
- Animals, Dogs, Humans, Mice, Mutation, Protein Kinase Inhibitors pharmacology, Protein Kinase Inhibitors therapeutic use, Signal Transduction, fms-Like Tyrosine Kinase 3 genetics, fms-Like Tyrosine Kinase 3 metabolism, Leukemia, Myeloid, Acute drug therapy, Leukemia, Myeloid, Acute genetics, Leukemia, Myeloid, Acute metabolism
- Abstract
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. It is a more potent inhibitor of the activity of FLT3-internal tandem duplication, FLT3 kinase domain and gatekeeper mutants than against WT FLT3. Broad kinase screens disclosed that it also inhibits other kinases that can drive oncogenic signaling and rescue pathways, but spares kinases known to be associated with clinical toxicity. In vitro profiling of luxeptinib against 186 AML fresh patient samples demonstrated greater potency relative to other FLT3 inhibitors, including cases with mutations in FLT3, isocitrate dehydrogenase-1/2, ASXL1, NPM1, SRSF2, TP53, or RAS, and activity was documented in a xenograft AML model. Luxeptinib administered continuously orally every 12 hours at a dose that yielded a mean Cmin plasma concentration of 1.0 ± 0.3 μmol/L (SEM) demonstrated strong antitumor activity but no myelosuppression or evidence of tissue damage in mice or dogs in acute toxicology studies. On the basis of these studies, luxeptinib was advanced into a phase I trial for patients with AML and myelodysplastic/myeloproliferative neoplasms., (©2022 The Authors; Published by the American Association for Cancer Research.)
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- 2022
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21. Associating drug sensitivity with differentiation status identifies effective combinations for acute myeloid leukemia.
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Kurtz SE, Eide CA, Kaempf A, Long N, Bottomly D, Nikolova O, Druker BJ, McWeeney SK, Chang BH, Tyner JW, and Agarwal A
- Subjects
- Cell Differentiation, Humans, Immunophenotyping, Proto-Oncogene Proteins c-bcl-2 metabolism, p38 Mitogen-Activated Protein Kinases, Leukemia, Myeloid, Acute genetics
- Abstract
Using ex vivo drug screening of primary patient specimens, we identified the combination of the p38 MAPK inhibitor doramapimod (DORA) with the BCL2 inhibitor venetoclax (VEN) as demonstrating broad, enhanced efficacy compared with each single agent across 335 acute myeloid leukemia (AML) patient samples while sparing primary stromal cells. Single-agent DORA and VEN sensitivity was associated with distinct, nonoverlapping tumor cell differentiation states. In particular, increased monocytes, M4/M5 French-American-British classification, and CD14+ immunophenotype tracked with sensitivity to DORA and resistance to VEN but were mitigated with the combination. Increased expression of MAPK14 and BCL2, the respective primary targets of DORA and VEN, were observed in monocytic and undifferentiated leukemias, respectively. Enrichment for DORA and VEN sensitivities was observed in AML with monocyte-like and progenitor-like transcriptomic signatures, respectively, and these associations diminished with the combination. The mechanism underlying the combination's enhanced efficacy may result from inhibition of p38 MAPK-mediated phosphorylation of BCL2, which in turn enhances sensitivity to VEN. These findings suggest exploiting complementary drug sensitivity profiles with respect to leukemic differentiation state, such as dual targeting of p38 MAPK and BCL2, offers opportunity for broad, enhanced efficacy across the clinically challenging heterogeneous landscape of AML., (© 2022 by The American Society of Hematology. Licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0), permitting only noncommercial, nonderivative use with attribution. All other rights reserved.)
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- 2022
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22. Dual BTK/SYK inhibition with CG-806 (luxeptinib) disrupts B-cell receptor and Bcl-2 signaling networks in mantle cell lymphoma.
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Thieme E, Liu T, Bruss N, Roleder C, Lam V, Wang X, Nechiporuk T, Shouse G, Danilova OV, Bottomly D, McWeeney SK, Tyner JW, Kurtz SE, and Danilov AV
- Subjects
- Adult, Agammaglobulinaemia Tyrosine Kinase antagonists & inhibitors, Cell Line, Tumor, Humans, Protein Kinase Inhibitors pharmacology, Proto-Oncogene Proteins c-bcl-2 metabolism, Pyrazoles pharmacology, Pyrimidines pharmacology, Pyrimidines therapeutic use, Receptors, Antigen, B-Cell metabolism, Syk Kinase, Tumor Microenvironment, Lymphoma, Mantle-Cell drug therapy, Lymphoma, Mantle-Cell genetics, Lymphoma, Mantle-Cell metabolism
- Abstract
Aberrant B-cell receptor (BCR) signaling is a key driver in lymphoid malignancies. Bruton tyrosine kinase (BTK) inhibitors that disrupt BCR signaling have received regulatory approvals in therapy of mantle cell lymphoma (MCL). However, responses are incomplete and patients who experience BTK inhibitor therapy failure have dire outcomes. CG-806 (luxeptinib) is a dual BTK/SYK inhibitor in clinical development in hematologic malignancies. Here we investigated the pre-clinical activity of CG-806 in MCL. In vitro treatment with CG-806 thwarted survival of MCL cell lines and patient-derived MCL cells in a dose-dependent manner. CG-806 blocked BTK and SYK activation and abrogated BCR signaling. Contrary to ibrutinib, CG-806 downmodulated the anti-apoptotic proteins Mcl-1 and Bcl-xL, abrogated survival of ibrutinib-resistant MCL cell lines, and partially reversed the pro-survival effects of stromal microenvironment-mimicking conditions in primary MCL cells. Dual BTK/SYK inhibition led to mitochondrial membrane depolarization accompanied by mitophagy and metabolic reprogramming toward glycolysis. In vivo studies of CG-806 demonstrated improved survival in one of the two tested aggressive MCL PDX models. While suppression of the anti-apoptotic Bcl-2 family proteins and NFκB signaling correlated with in vivo drug sensitivity, OxPhos and MYC transcriptional programs were upregulated in the resistant model following treatment with CG-806. BAX and NFKBIA were implicated in susceptibility to CG-806 in a whole-genome CRISPR-Cas9 library screen (in a diffuse large B-cell lymphoma cell line). A high-throughput in vitro functional drug screen demonstrated synergy between CG-806 and Bcl-2 inhibitors. In sum, dual BTK/SYK inhibitor CG-806 disrupts BCR signaling and induces metabolic reprogramming and apoptosis in MCL. The Bcl-2 network is a key mediator of sensitivity to CG-806 and combined targeting of Bcl-2 demonstrates synergy with CG-806 warranting continued exploration in lymphoid malignancies., (© 2022. The Author(s).)
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- 2022
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23. MS4A3 promotes differentiation in chronic myeloid leukemia by enhancing common β-chain cytokine receptor endocytosis.
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Zhao H, Pomicter AD, Eiring AM, Franzini A, Ahmann J, Hwang JY, Senina A, Helton B, Iyer S, Yan D, Khorashad JS, Zabriskie MS, Agarwal A, Redwine HM, Bowler AD, Clair PM, McWeeney SK, Druker BJ, Tyner JW, Stirewalt DL, Oehler VG, Varambally S, Berrett KC, Vahrenkamp JM, Gertz J, Varley KE, Radich JP, and Deininger MW
- Subjects
- Animals, Cell Cycle Proteins genetics, Down-Regulation, Gene Expression Regulation, Leukemic, Humans, Leukemia, Myelogenous, Chronic, BCR-ABL Positive genetics, Leukemia, Myelogenous, Chronic, BCR-ABL Positive pathology, Membrane Proteins genetics, Mice, Transcriptome, Tumor Cells, Cultured, Cell Cycle Proteins metabolism, Endocytosis, Leukemia, Myelogenous, Chronic, BCR-ABL Positive metabolism, Membrane Proteins metabolism, Receptors, Cytokine metabolism
- Abstract
The chronic phase of chronic myeloid leukemia (CP-CML) is characterized by the excessive production of maturating myeloid cells. As CML stem/progenitor cells (LSPCs) are poised to cycle and differentiate, LSPCs must balance conservation and differentiation to avoid exhaustion, similar to normal hematopoiesis under stress. Since BCR-ABL1 tyrosine kinase inhibitors (TKIs) eliminate differentiating cells but spare BCR-ABL1-independent LSPCs, understanding the mechanisms that regulate LSPC differentiation may inform strategies to eliminate LSPCs. Upon performing a meta-analysis of published CML transcriptomes, we discovered that low expression of the MS4A3 transmembrane protein is a universal characteristic of LSPC quiescence, BCR-ABL1 independence, and transformation to blast phase (BP). Several mechanisms are involved in suppressing MS4A3, including aberrant methylation and a MECOM-C/EBPε axis. Contrary to previous reports, we find that MS4A3 does not function as a G1/S phase inhibitor but promotes endocytosis of common β-chain (βc) cytokine receptors upon GM-CSF/IL-3 stimulation, enhancing downstream signaling and cellular differentiation. This suggests that LSPCs downregulate MS4A3 to evade βc cytokine-induced differentiation and maintain a more primitive, TKI-insensitive state. Accordingly, knockdown (KD) or deletion of MS4A3/Ms4a3 promotes TKI resistance and survival of CML cells ex vivo and enhances leukemogenesis in vivo, while targeted delivery of exogenous MS4A3 protein promotes differentiation. These data support a model in which MS4A3 governs response to differentiating myeloid cytokines, providing a unifying mechanism for the differentiation block characteristic of CML quiescence and BP-CML. Promoting MS4A3 reexpression or delivery of ectopic MS4A3 may help eliminate LSPCs in vivo., (© 2022 by The American Society of Hematology.)
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- 2022
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24. Genome-wide CRISPR screen identifies regulators of MAPK and MTOR pathways mediating sorafenib resistance in acute myeloid leukemia.
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Damnernsawad A, Bottomly D, Kurtz SE, Eide CA, McWeeney SK, Tyner JW, and Nechiporuk T
- Subjects
- Cell Line, Tumor, Clustered Regularly Interspaced Short Palindromic Repeats, Humans, MAP Kinase Signaling System, Mutation, Niacinamide pharmacology, Niacinamide therapeutic use, Phenylurea Compounds pharmacology, Phenylurea Compounds therapeutic use, Protein Kinase Inhibitors pharmacology, Protein Kinase Inhibitors therapeutic use, TOR Serine-Threonine Kinases genetics, Transcription Factors, fms-Like Tyrosine Kinase 3 genetics, Antineoplastic Agents pharmacology, Antineoplastic Agents therapeutic use, Leukemia, Myeloid, Acute drug therapy, Leukemia, Myeloid, Acute genetics, Sorafenib pharmacology
- Abstract
Drug resistance impedes the long-term effect of targeted therapies in acute myeloid leukemia (AML), necessitating the identification of mechanisms underlying resistance. Approximately 25% of AML patients carry FLT3 mutations and develop post-treatment insensitivity to FLT3 inhibitors, including sorafenib. Using a genome-wide CRISPR screen, we identified LZTR1, NF1, TSC1 or TSC2, negative regulators of the MAPK and MTOR pathways, as mediators of sorafenib resistance. Analyses of ex vivo drug sensitivity assays in FLT3-ITD AML patient samples revealed lower expression of LZTR1, NF1, and TSC2 correlated with sorafenib sensitivity. Importantly, MAPK and/or MTOR complex1 (MTORC1) activity were upregulated in AML cells made resistant to several FLT3 inhibitors, including crenolanib, quizartinib, or sorafenib. These cells were sensitive to MEK inhibitors, and the combination of FLT3 and MEK inhibitors showed enhanced efficacy, suggesting its effectiveness in AML patients with FLT3 mutations and those with resistance to FLT3 inhibitors.
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- 2022
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25. Lentiviral-Driven Discovery of Cancer Drug Resistance Mutations.
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Yenerall P, Kollipara RK, Avila K, Peyton M, Eide CA, Bottomly D, McWeeney SK, Liu Y, Westover KD, Druker BJ, Minna JD, and Kittler R
- Subjects
- Antineoplastic Agents chemistry, Antineoplastic Agents pharmacology, Cell Line, Tumor, Dose-Response Relationship, Drug, Gene Expression, Gene Expression Regulation, Neoplastic drug effects, Humans, Models, Molecular, Neoplasms drug therapy, Structure-Activity Relationship, Biomarkers, Tumor, Drug Discovery methods, Drug Resistance, Neoplasm genetics, Genetic Vectors genetics, Lentivirus genetics, Mutation, Neoplasms genetics
- Abstract
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. This technique was validated by identifying clinically relevant EGFR resistance mutations, then applied to two additional clinical anticancer drugs: imatinib, a BCR-ABL inhibitor, and AMG 510, a KRAS G12C inhibitor. Novel deletions in BCR-ABL1 conferred resistance to imatinib. In KRAS-G12C or wild-type KRAS, point mutations in the AMG 510 binding pocket or oncogenic non-G12C mutations conferred resistance to AMG 510. LentiMutate should prove highly valuable for clinical and preclinical cancer-drug development. SIGNIFICANCE: LentiMutate can evaluate a drug's on-target activity and can nominate resistance mutations before they occur in patients, which could accelerate and refine drug development to increase the survival of patients with cancer., (©2021 The Authors; Published by the American Association for Cancer Research.)
- Published
- 2021
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26. Monocytic differentiation and AHR signaling as Primary Nodes of BET Inhibitor Response in Acute Myeloid Leukemia.
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Romine KA, Nechiporuk T, Bottomly D, Jeng S, McWeeney SK, Kaempf A, Corces MR, Majeti R, and Tyner JW
- Subjects
- Cell Line, Tumor, HL-60 Cells, Humans, Signal Transduction, Antineoplastic Agents pharmacology, Leukemia, Myeloid, Acute drug therapy
- Abstract
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. Consistent with BETi sensitivity dependence on monocytic differentiation, ex vivo sensitivity to BETi in primary AML patient samples correlated with higher expression of monocytic markers CSF1R, LILRs, and VCAN. In addition, HL-60 cell line differentiation enhanced its sensitivity to BETi. Further, screens to rescue BETi sensitivity identified BCL2 and CDK6 as druggable vulnerabilities. Finally, monocytic AML patient samples refractory to venetoclax ex vivo were significantly more sensitive to combined BETi + venetoclax. Together, our work highlights mechanisms that could predict BETi response and identifies combination strategies to overcome resistance.
- Published
- 2021
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27. The AML microenvironment catalyzes a stepwise evolution to gilteritinib resistance.
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Joshi SK, Nechiporuk T, Bottomly D, Piehowski PD, Reisz JA, Pittsenbarger J, Kaempf A, Gosline SJC, Wang YT, Hansen JR, Gritsenko MA, Hutchinson C, Weitz KK, Moon J, Cendali F, Fillmore TL, Tsai CF, Schepmoes AA, Shi T, Arshad OA, McDermott JE, Babur O, Watanabe-Smith K, Demir E, D'Alessandro A, Liu T, Tognon CE, Tyner JW, McWeeney SK, Rodland KD, Druker BJ, and Traer E
- Subjects
- Aurora Kinase B genetics, Biomarkers, Tumor genetics, Exome, Humans, Leukemia, Myeloid, Acute genetics, Leukemia, Myeloid, Acute pathology, Metabolome, Protein Kinase Inhibitors pharmacology, Proteome, Tumor Cells, Cultured, Aniline Compounds pharmacology, Aurora Kinase B metabolism, Biomarkers, Tumor metabolism, Drug Resistance, Neoplasm, Gene Expression Regulation, Neoplastic drug effects, Leukemia, Myeloid, Acute drug therapy, Pyrazines pharmacology, Tumor Microenvironment
- Abstract
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. We mechanistically define both early and late resistance by integrating whole-exome sequencing, CRISPR-Cas9, metabolomics, proteomics, and pharmacologic approaches. Early resistant cells undergo metabolic reprogramming, grow more slowly, and are dependent upon Aurora kinase B (AURKB). Late resistant cells are characterized by expansion of pre-existing NRAS mutant subclones and continued metabolic reprogramming. Our model closely mirrors the timing and mutations of AML patients treated with gilteritinib. Pharmacological inhibition of AURKB resensitizes both early resistant cell cultures and primary leukemia cells from gilteritinib-treated AML patients. These findings support a combinatorial strategy to target early resistant AML cells with AURKB inhibitors and gilteritinib before the expansion of pre-existing resistance mutations occurs., Competing Interests: Declaration of interests B.J.D. potential competing interests—SAB: Aileron Therapeutics, Therapy Architects (ALLCRON), Cepheid, Vivid Biosciences, Celgene, RUNX1 Research Program, Novartis, Gilead Sciences (inactive), Monojul (inactive); SAB & Stock: Aptose Biosciences, Blueprint Medicines, EnLiven Therapeutics, Iterion Therapeutics, Third Coast Therapeutics, GRAIL (SAB inactive); Scientific Founder: MolecularMD (inactive, acquired by ICON); Board of Directors & Stock: Amgen, Vincera Pharma; Board of Directors: Burroughs Wellcome Fund, CureOne; Joint Steering Committee: Beat AML LLS; Founder: VB Therapeutics; Sponsored Research Agreement: EnLiven Therapeutics; Clinical Trial Funding: Novartis, Bristol-Myers Squibb, Pfizer; Royalties from Patent 6958335 (Novartis exclusive license) and OHSU and Dana-Farber Cancer Institute (one Merck exclusive license and one CytoImage, Inc., exclusive license). E.T. potential competing interests—Advisory Board/Consulting: Abbvie, Agios, Astellas, Daiichi-Sankyo; Clinical Trial Funding: Janssen, Incyte, LLS BeatAML. Stock options: Notable Labs. J.W.T. potential competing interests—research support: Agios, Aptose, Array, AstraZeneca, Constellation, Genentech, Gilead, Incyte, Janssen, Petra, Seattle Genetics, Syros, Tolero and Takeda. A.D. potential competing interests—founder: Omix Technologies, Inc., and Altis Biosciences, LLC; Consultant: Hemanext Inc. All other authors declare no potential competing interests., (Copyright © 2021 Elsevier Inc. All rights reserved.)
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- 2021
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28. A noncanonical FLT3 gatekeeper mutation disrupts gilteritinib binding and confers resistance.
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Joshi SK, Sharzehi S, Pittsenbarger J, Bottomly D, Tognon CE, McWeeney SK, Druker BJ, and Traer E
- Subjects
- Cell Line, Tumor, Humans, Leukemia, Myeloid, Acute genetics, Models, Molecular, Mutation drug effects, fms-Like Tyrosine Kinase 3 antagonists & inhibitors, Aniline Compounds pharmacology, Drug Resistance, Neoplasm, Leukemia, Myeloid, Acute drug therapy, Protein Kinase Inhibitors pharmacology, Pyrazines pharmacology, fms-Like Tyrosine Kinase 3 genetics
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- 2021
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29. Common Mechanism of SARS-CoV and SARS-CoV-2 Pathogenesis across Species.
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Schäfer A, Gralinski LE, Leist SR, Winkler ES, Hampton BK, Mooney MA, Jensen KL, Graham RL, Agnihothram S, Jeng S, Chamberlin S, Bell TA, Scobey DT, VanBlargan LA, Thackray LB, Hock P, Miller DR, Shaw GD, de Villena FPM, McWeeney SK, Montgomery SA, Diamond MS, Heise MT, Menachery VD, Ferris MT, and Baric RS
- Abstract
Sarbecovirus (CoV) infections, including Severe Acute Respiratory CoV (SARS-CoV) and SARS-CoV-2, are considerable human threats. Human GWAS studies have recently identified loci associated with variation in SARS-CoV-2 susceptibility. However, genetically tractable models that reproduce human CoV disease outcomes are needed to mechanistically evaluate genetic determinants of CoV susceptibility. We used the Collaborative Cross (CC) and human GWAS datasets to elucidate host susceptibility loci that regulate CoV infections and to identify host quantitative trait loci that modulate severe CoV and pan-CoV disease outcomes including a major disease regulating loci including CCR9. CCR9 ablation resulted in enhanced titer, weight loss, respiratory dysfunction, mortality, and inflammation, providing mechanistic support in mitigating protection from severe SARS-CoV-2 pathogenesis across species. This study represents a comprehensive analysis of susceptibility loci for an entire genus of human pathogens conducted, identifies a large collection of susceptibility loci and candidate genes that regulate multiple aspects type-specific and cross-CoV pathogenesis, and also validates the paradigm of using the CC platform to identify common cross-species susceptibility loci and genes for newly emerging and pre-epidemic viruses.
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- 2021
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30. Correlation of Regulatory T Cell Numbers with Disease Tolerance upon Virus Infection.
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Graham JB, Swarts JL, Edwards KR, Voss KM, Green R, Jeng S, Miller DR, Mooney MA, McWeeney SK, Ferris MT, Pardo-Manuel de Villena F, Gale M Jr, and Lund JM
- Subjects
- Animals, Brain pathology, Brain virology, CD8-Positive T-Lymphocytes metabolism, Granzymes immunology, Granzymes metabolism, Immune Tolerance, Male, Mice, Spleen pathology, Spleen virology, T-Lymphocytes, Regulatory metabolism, T-Lymphocytes, Regulatory pathology, Tumor Necrosis Factor-alpha immunology, Tumor Necrosis Factor-alpha metabolism, Viral Load, West Nile Fever pathology, West Nile Fever virology, West Nile virus immunology, West Nile virus physiology, Brain immunology, CD8-Positive T-Lymphocytes immunology, Spleen immunology, T-Lymphocytes, Regulatory immunology, West Nile Fever immunology
- Abstract
The goal of a successful immune response is to clear the pathogen while sparing host tissues from damage associated with pathogen replication and active immunity. Regulatory T cells (Treg) have been implicated in maintaining this balance as they contribute both to the organization of immune responses as well as restriction of inflammation and immune activation to limit immunopathology. To determine if Treg abundance prior to pathogen encounter can be used to predict the success of an antiviral immune response, we used genetically diverse mice from the collaborative cross infected with West Nile virus (WNV). We identified collaborative cross lines with extreme Treg abundance at steady state, either high or low, and used mice with these extreme phenotypes to demonstrate that baseline Treg quantity predicted the magnitude of the CD8 T cell response to WNV infection, although higher numbers of baseline Tregs were associated with reduced CD8 T cell functionality in terms of TNF and granzyme B expression. Finally, we found that abundance of CD44
+ Tregs in the spleen at steady state was correlated with an increased early viral load within the spleen without an association with clinical disease. Thus, we propose that Tregs participate in disease tolerance in the context of WNV infection by tuning an appropriately focused and balanced immune response to control the virus while at the same time minimizing immunopathology and clinical disease. We hypothesize that Tregs limit the antiviral CD8 T cell function to curb immunopathology at the expense of early viral control as an overall host survival strategy., (Copyright © 2021 The Authors.)- Published
- 2021
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31. Serine-Threonine Kinase TAO3-Mediated Trafficking of Endosomes Containing the Invadopodia Scaffold TKS5α Promotes Cancer Invasion and Tumor Growth.
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Iizuka S, Quintavalle M, Navarro JC, Gribbin KP, Ardecky RJ, Abelman MM, Ma CT, Sergienko E, Zeng FY, Pass I, Thomas GV, McWeeney SK, Hassig CA, Pinkerton AB, and Courtneidge SA
- Subjects
- Animals, Antineoplastic Agents pharmacology, Antineoplastic Agents therapeutic use, Cell Line, Tumor, Cytoplasmic Dyneins genetics, Cytoplasmic Dyneins metabolism, Datasets as Topic, Extracellular Matrix, Female, Gene Expression Profiling, Gene Knockdown Techniques, High-Throughput Screening Assays, Humans, Male, Melanoma drug therapy, Melanoma pathology, Mice, Neoplasm Invasiveness prevention & control, Podosomes pathology, Protein Serine-Threonine Kinases antagonists & inhibitors, Skin Neoplasms drug therapy, Skin Neoplasms pathology, Time-Lapse Imaging, Xenograft Model Antitumor Assays, Adaptor Proteins, Vesicular Transport metabolism, Endosomes metabolism, Neoplasm Invasiveness pathology, Podosomes drug effects, Protein Serine-Threonine Kinases metabolism
- Abstract
Invadopodia are actin-based proteolytic membrane protrusions required for invasive behavior and tumor growth. In this study, we used our high-content screening assay to identify kinases whose activity affects invadopodia formation. Among the top hits selected for further analysis was TAO3, an STE20-like kinase of the GCK subfamily. TAO3 was overexpressed in many human cancers and regulated invadopodia formation in melanoma, breast, and bladder cancers. Furthermore, TAO3 catalytic activity facilitated melanoma growth in three-dimensional matrices and in vivo . A novel, potent catalytic inhibitor of TAO3 was developed that inhibited invadopodia formation and function as well as tumor cell extravasation and growth. Treatment with this inhibitor demonstrated that TAO3 activity is required for endosomal trafficking of TKS5α, an obligate invadopodia scaffold protein. A phosphoproteomics screen for TAO3 substrates revealed the dynein subunit protein LIC2 as a relevant substrate. Knockdown of LIC2 or expression of a phosphomimetic form promoted invadopodia formation. Thus, TAO3 is a new therapeutic target with a distinct mechanism of action. SIGNIFICANCE: An unbiased screening approach identifies TAO3 as a regulator of invadopodia formation and function, supporting clinical development of this class of target., (©2021 American Association for Cancer Research.)
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- 2021
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32. Baseline T cell immune phenotypes predict virologic and disease control upon SARS-CoV infection in Collaborative Cross mice.
- Author
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Graham JB, Swarts JL, Leist SR, Schäfer A, Menachery VD, Gralinski LE, Jeng S, Miller DR, Mooney MA, McWeeney SK, Ferris MT, Pardo-Manuel de Villena F, Heise MT, Baric RS, and Lund JM
- Subjects
- Animals, COVID-19 genetics, Female, Humans, Male, Mice, Mice, Inbred C57BL, Phenotype, Viral Load, COVID-19 immunology, COVID-19 virology, SARS-CoV-2 physiology, T-Lymphocytes immunology
- Abstract
The COVID-19 pandemic has revealed that infection with SARS-CoV-2 can result in a wide range of clinical outcomes in humans. An incomplete understanding of immune correlates of protection represents a major barrier to the design of vaccines and therapeutic approaches to prevent infection or limit disease. This deficit is largely due to the lack of prospectively collected, pre-infection samples from individuals that go on to become infected with SARS-CoV-2. Here, we utilized data from genetically diverse Collaborative Cross (CC) mice infected with SARS-CoV to determine whether baseline T cell signatures are associated with a lack of viral control and severe disease upon infection. SARS-CoV infection of CC mice results in a variety of viral load trajectories and disease outcomes. Overall, a dysregulated, pro-inflammatory signature of circulating T cells at baseline was associated with severe disease upon infection. Our study serves as proof of concept that circulating T cell signatures at baseline can predict clinical and virologic outcomes upon SARS-CoV infection. Identification of basal immune predictors in humans could allow for identification of individuals at highest risk of severe clinical and virologic outcomes upon infection, who may thus most benefit from available clinical interventions to restrict infection and disease., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2021
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33. AZD4320, A Dual Inhibitor of Bcl-2 and Bcl-x L , Induces Tumor Regression in Hematologic Cancer Models without Dose-limiting Thrombocytopenia.
- Author
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Balachander SB, Criscione SW, Byth KF, Cidado J, Adam A, Lewis P, Macintyre T, Wen S, Lawson D, Burke K, Lubinski T, Tyner JW, Kurtz SE, McWeeney SK, Varnes J, Diebold RB, Gero T, Ioannidis S, Hennessy EJ, McCoull W, Saeh JC, Tabatabai A, Tavana O, Su N, Schuller A, Garnett MJ, Jaaks P, Coker EA, Gregory GP, Newbold A, Johnstone RW, Gangl E, Wild M, Zinda M, Secrist JP, Davies BR, Fawell SE, and Gibbons FD
- Subjects
- Animals, Antineoplastic Agents therapeutic use, Apoptosis, Benzamides therapeutic use, Cell Proliferation, Female, Hematologic Neoplasms metabolism, Hematologic Neoplasms pathology, Humans, Mice, Mice, Inbred NOD, Mice, SCID, Piperidines therapeutic use, Sulfones therapeutic use, Thrombocytopenia metabolism, Thrombocytopenia pathology, Tumor Cells, Cultured, Xenograft Model Antitumor Assays, Antineoplastic Agents pharmacology, Benzamides pharmacology, Hematologic Neoplasms drug therapy, Piperidines pharmacology, Proto-Oncogene Proteins c-bcl-2 antagonists & inhibitors, Sulfones pharmacology, Thrombocytopenia drug therapy, bcl-X Protein antagonists & inhibitors
- Abstract
Purpose: Targeting Bcl-2 family members upregulated in multiple cancers has emerged as an important area of cancer therapeutics. While venetoclax, a Bcl-2-selective inhibitor, has had success in the clinic, another family member, Bcl-x
L , has also emerged as an important target and as a mechanism of resistance. Therefore, we developed a dual Bcl-2/Bcl-xL inhibitor that broadens the therapeutic activity while minimizing Bcl-xL -mediated thrombocytopenia., Experimental Design: We used structure-based chemistry to design a small-molecule inhibitor of Bcl-2 and Bcl-xL and assessed the activity against in vitro cell lines, patient samples, and in vivo models. We applied pharmacokinetic/pharmacodynamic (PK/PD) modeling to integrate our understanding of on-target activity of the dual inhibitor in tumors and platelets across dose levels and over time., Results: We discovered AZD4320, which has nanomolar affinity for Bcl-2 and Bcl-xL , and mechanistically drives cell death through the mitochondrial apoptotic pathway. AZD4320 demonstrates activity in both Bcl-2- and Bcl-xL -dependent hematologic cancer cell lines and enhanced activity in acute myeloid leukemia (AML) patient samples compared with the Bcl-2-selective agent venetoclax. A single intravenous bolus dose of AZD4320 induces tumor regression with transient thrombocytopenia, which recovers in less than a week, suggesting a clinical weekly schedule would enable targeting of Bcl-2/Bcl-xL -dependent tumors without incurring dose-limiting thrombocytopenia. AZD4320 demonstrates monotherapy activity in patient-derived AML and venetoclax-resistant xenograft models., Conclusions: AZD4320 is a potent molecule with manageable thrombocytopenia risk to explore the utility of a dual Bcl-2/Bcl-xL inhibitor across a broad range of tumor types with dysregulation of Bcl-2 prosurvival proteins., (©2020 American Association for Cancer Research.)- Published
- 2020
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34. ERBB2/HER2 mutations are transforming and therapeutically targetable in leukemia.
- Author
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Joshi SK, Keck JM, Eide CA, Bottomly D, Traer E, Tyner JW, McWeeney SK, Tognon CE, and Druker BJ
- Subjects
- Antineoplastic Agents, Immunological pharmacology, Antineoplastic Agents, Immunological therapeutic use, Dose-Response Relationship, Drug, Drug Resistance, Neoplasm genetics, Female, Humans, Leukemia drug therapy, Leukemia metabolism, Leukemia pathology, Molecular Targeted Therapy, Protein Kinase Inhibitors pharmacology, Protein Kinase Inhibitors therapeutic use, Receptor, ErbB-2 antagonists & inhibitors, Receptor, ErbB-2 metabolism, Treatment Outcome, Biomarkers, Tumor, Cell Transformation, Neoplastic genetics, Leukemia genetics, Mutation, Receptor, ErbB-2 genetics
- Published
- 2020
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35. Baseline T cell immune phenotypes predict virologic and disease control upon SARS-CoV infection.
- Author
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Graham JB, Swarts JL, Leist SR, Schäfer A, Menachery VD, Gralinski LE, Jeng S, Miller DR, Mooney MA, McWeeney SK, Ferris MT, de Villena FP, Heise MT, Baric RS, and Lund JM
- Abstract
The COVID-19 pandemic has revealed that infection with SARS-CoV-2 can result in a wide range of clinical outcomes in humans, from asymptomatic or mild disease to severe disease that can require mechanical ventilation. An incomplete understanding of immune correlates of protection represents a major barrier to the design of vaccines and therapeutic approaches to prevent infection or limit disease. This deficit is largely due to the lack of prospectively collected, pre-infection samples from indiviuals that go on to become infected with SARS-CoV-2. Here, we utilized data from a screen of genetically diverse mice from the Collaborative Cross (CC) infected with SARS-CoV to determine whether circulating baseline T cell signatures are associated with a lack of viral control and severe disease upon infection. SARS-CoV infection of CC mice results in a variety of viral load trajectories and disease outcomes. Further, early control of virus in the lung correlates with an increased abundance of activated CD4 and CD8 T cells and regulatory T cells prior to infections across strains. A basal propensity of T cells to express IFNg and IL17 over TNFa also correlated with early viral control. Overall, a dysregulated, pro-inflammatory signature of circulating T cells at baseline was associated with severe disease upon infection. While future studies of human samples prior to infection with SARS-CoV-2 are required, our studies in mice with SARS-CoV serve as proof of concept that circulating T cell signatures at baseline can predict clinical and virologic outcomes upon SARS-CoV infection. Identification of basal immune predictors in humans could allow for identification of individuals at highest risk of severe clinical and virologic outcomes upon infection, who may thus most benefit from available clinical interventions to restrict infection and disease., Summary: We used a screen of genetically diverse mice from the Collaborative Cross infected with mouse-adapted SARS-CoV in combination with comprehensive pre-infection immunophenotyping to identify baseline circulating immune correlates of severe virologic and clinical outcomes upon SARS-CoV infection.
- Published
- 2020
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36. Functional genomic analysis identifies drug targetable pathways in invasive and metastatic cutaneous squamous cell carcinoma.
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Anderson AN, McClanahan D, Jacobs J, Jeng S, Vigoda M, Blucher AS, Zheng C, Yoo YJ, Hale C, Ouyang X, Clayburgh D, Andersen P, Tyner JW, Bar A, Lucero OM, Leitenberger JJ, McWeeney SK, and Kulesz-Martin M
- Subjects
- Aged, Aged, 80 and over, Carcinoma, Squamous Cell metabolism, Cell Survival genetics, Disease Progression, Gene Expression genetics, Gene Expression Regulation, Neoplastic genetics, Genomics methods, Humans, Male, Middle Aged, Mutation genetics, Receptor, EphA6 antagonists & inhibitors, Receptor, EphA6 metabolism, Receptor, EphA7 antagonists & inhibitors, Receptor, EphA7 metabolism, Signal Transduction genetics, Skin Neoplasms genetics, Small Molecule Libraries pharmacology, Exome Sequencing methods, Carcinoma, Squamous Cell genetics, Carcinoma, Squamous Cell pathology
- Abstract
Although cutaneous squamous cell carcinoma (cSCC) is treatable in the majority of cases, deadly invasive and metastatic cases do occur. To date there are neither reliable predictive biomarkers of disease progression nor FDA-approved targeted therapies as standard of care. To address these issues, we screened patient-derived primary cultured cells from invasive/metastatic cSCC with 107 small-molecule inhibitors. In-house bioinformatics tools were used to cross-analyze drug responses and DNA mutations in tumors detected by whole-exome sequencing (WES). Aberrations in molecular pathways with evidence of potential drug targets were identified, including the Eph-ephrin and neutrophil degranulation signaling pathways. Using a screening panel of siRNAs, we identified EPHA6 and EPHA7 as targets within the Eph-ephrin pathway responsible for mitigating decreased cell viability. These studies form a plausible foundation for detecting biomarkers of high-risk progressive disease applicable in dermatopathology and for patient-specific therapeutic options for invasive/metastatic cSCC., (© 2020 Anderson et al.; Published by Cold Spring Harbor Laboratory Press.)
- Published
- 2020
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37. Integrated analysis of patient samples identifies biomarkers for venetoclax efficacy and combination strategies in acute myeloid leukemia.
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Zhang H, Nakauchi Y, Köhnke T, Stafford M, Bottomly D, Thomas R, Wilmot B, McWeeney SK, Majeti R, and Tyner JW
- Subjects
- Apoptosis, Biomarkers, Bridged Bicyclo Compounds, Heterocyclic, Cell Line, Tumor, Humans, Sulfonamides, Leukemia, Myeloid, Acute drug therapy, Proto-Oncogene Proteins c-bcl-2
- Abstract
Deregulation of the BCL2 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. By integrating clinical characteristics, exome and RNA sequencing, and inhibitor data from primary AML patient samples, we determined that myelomonocytic leukemia, upregulation of BCL2A1 and CLEC7A , as well as mutations of PTPN11 and KRAS conferred resistance to venetoclax and multiple venetoclax combinations. Venetoclax in combination with an MCL1 inhibitor AZD5991 induced synthetic lethality and circumvented venetoclax resistance.
- Published
- 2020
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38. In Vivo Repair of a Protein Underlying a Neurological Disorder by Programmable RNA Editing.
- Author
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Sinnamon JR, Kim SY, Fisk JR, Song Z, Nakai H, Jeng S, McWeeney SK, and Mandel G
- Subjects
- Amino Acid Sequence, Animals, Cell Line, Gene Expression Profiling, HEK293 Cells, Heterochromatin metabolism, Hippocampus metabolism, Humans, Male, Methyl-CpG-Binding Protein 2 chemistry, Mice, RNA genetics, Stereotaxic Techniques, Genetic Therapy, Methyl-CpG-Binding Protein 2 genetics, Nervous System Diseases genetics, Nervous System Diseases therapy, RNA Editing genetics
- Abstract
Programmable RNA editing is gaining momentum as an approach to repair mutations, but its efficiency in repairing endogenous mutant RNA in complex tissue is unknown. Here we apply this approach to the brain and successfully repair a guanosine-to-adenosine mutation in methyl CpG binding protein 2 RNA that causes the neurodevelopmental disease Rett syndrome. Repair is mediated by hippocampal injections of juvenile Mecp2
317G>A mice with an adeno-associated virus expressing the hyperactive catalytic domain of adenosine deaminase acting on RNA 2 and Mecp2 guide. After 1 month, 50% of Mecp2 RNA is recoded in three different hippocampal neuronal populations. MeCP2 protein localization to heterochromatin is restored in neurons to 50% of wild-type levels. Whole-transcriptome RNA analysis of one neuronal population indicates that the majority of off-target editing sites exhibit rates of 30% or less. This study demonstrates that programmable RNA editing can be utilized to repair mutations in mouse models of neurological disease., Competing Interests: Declaration of Interests G.M. is a scientific co-founder of Vico Therapeutics. She holds equity but is not an employee, and her laboratory receives no Vico funding. G.M. and J.R.S. are co-inventors on provisional patent application PCT/US18/55029 filed by Oregon Health and Science University., (Copyright © 2020 The Author(s). Published by Elsevier Inc. All rights reserved.)- Published
- 2020
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39. Reversible suppression of T cell function in the bone marrow microenvironment of acute myeloid leukemia.
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Lamble AJ, Kosaka Y, Laderas T, Maffit A, Kaempf A, Brady LK, Wang W, Long N, Saultz JN, Mori M, Soong D, LeFave CV, Huang F, Adams H 3rd, Loriaux MM, Tognon CE, Lo P, Tyner JW, Fan G, McWeeney SK, Druker BJ, and Lind EF
- Subjects
- Bone Marrow immunology, CTLA-4 Antigen metabolism, Cell Proliferation, Cytokines metabolism, Hepatitis A Virus Cellular Receptor 2 metabolism, Humans, Leukemia, Myeloid, Acute immunology, Leukemia, Myeloid, Acute therapy, Programmed Cell Death 1 Receptor metabolism, T-Lymphocytes immunology, Bone Marrow metabolism, Leukemia, Myeloid, Acute metabolism, T-Lymphocytes metabolism, Tumor Microenvironment physiology
- Abstract
Acute myeloid leukemia (AML) is the most common acute leukemia in adults, with approximately four new cases per 100,000 persons per year. Standard treatment for AML consists of induction chemotherapy with remission achieved in 50 to 75% of cases. Unfortunately, most patients will relapse and die from their disease, as 5-y survival is roughly 29%. Therefore, other treatment options are urgently needed. In recent years, immune-based therapies have led to unprecedented rates of survival among patients with some advanced cancers. Suppression of T cell function in the tumor microenvironment is commonly observed and may play a role in AML. We found that there is a significant association between T cell infiltration in the bone marrow microenvironment of newly diagnosed patients with AML and increased overall survival. Functional studies aimed at establishing the degree of T cell suppression in patients with AML revealed impaired T cell function in many patients. In most cases, T cell proliferation could be restored by blocking the immune checkpoint molecules PD-1, CTLA-4, or TIM3. Our data demonstrate that AML establishes an immune suppressive environment in the bone marrow, in part through T cell checkpoint function., Competing Interests: Competing interest statement: L.K.B., F.H., D.S., and H.A. are employees of Janssen Pharmaceuticals R&D, LLC. D.S. is currently an employee and holds stock in Genmab. C.V.L is an employee of Lab Connect LLC. J.N.S. receives research support form Kyn Therapeutics. B.J.D. has the following disclosures: Scientific Advisory Board for Aileron Therapeutics, ALLCRON, Cepheid, Vivid Biosciences, Celgene, RUNX1 Research Program, EnLiven Therapeutics, Gilead Sciences (inactive), Baxalta (inactive), Monojul (inactive); Scientific Advisory Board and Stock: Aptose Biosciences, Blueprint Medicines, Beta Cat, Iterion Therapeutics, Third Coast Therapeutics, GRAIL (inactive), CTI BioPharma (inactive); Scientific Founder: MolecularMD (inactive, acquired by ICON); Board of Directors and Stock: Amgen; Board of Directors: Burroughs Wellcome Fund, CureOne; Joint Steering Committee: Beat AML LLS; Founder: VB Therapeutics; Clinical Trial Funding: Novartis, Bristol-Myers Squibb, Pfizer; royalties from Patent 6958335 (Novartis exclusive license) and Oregon Health & Science University and Dana-Farber Cancer Institute (one Merck exclusive license). J.W.T. receives research support from Aptose, Array, AstraZeneca, Constellation, Genentech, Gilead, Incyte, Janssen, Petra, Seattle Genetics, Syros, and Takeda. J.W.T. is a cofounder of Leap Oncology. E.F.L. receives research support from Janssen Pharmaceuticals, Celgene Amgen, and Kyn Therapeutics., (Copyright © 2020 the Author(s). Published by PNAS.)
- Published
- 2020
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40. Discovery and characterization of targetable NTRK point mutations in hematologic neoplasms.
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Joshi SK, Qian K, Bisson WH, Watanabe-Smith K, Huang A, Bottomly D, Traer E, Tyner JW, McWeeney SK, Davare MA, Druker BJ, and Tognon CE
- Subjects
- Animals, Base Sequence, Benzamides therapeutic use, Cell Line, Drug Resistance, Neoplasm genetics, Hematologic Neoplasms drug therapy, Hematologic Neoplasms metabolism, Humans, Indazoles therapeutic use, Lipid Metabolism, Membrane Glycoproteins chemistry, Membrane Glycoproteins metabolism, Mice, Mutant Proteins chemistry, Mutant Proteins genetics, Mutant Proteins metabolism, Oncogenes, Protein Kinase Inhibitors therapeutic use, Protein Multimerization genetics, RNA, Small Interfering genetics, Receptor, trkB chemistry, Receptor, trkB metabolism, Receptor, trkC chemistry, Receptor, trkC metabolism, Recombinant Proteins genetics, Recombinant Proteins metabolism, Hematologic Neoplasms genetics, Membrane Glycoproteins genetics, Point Mutation, Receptor, trkB genetics, Receptor, trkC genetics
- Abstract
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. Despite our enhanced understanding of Trk biology in solid tumors, the importance of Trk signaling in hematological malignancies is underexplored and warrants further investigation. Herein, we describe mutations in NTRK2 and NTRK3 identified via deep sequencing of 185 patients with hematological malignancies. Ten patients contained a point mutation in NTRK2 or NTRK3; among these, we identified 9 unique point mutations. Of these 9 mutations, 4 were oncogenic (NTRK2A203T, NTRK2R458G, NTRK3E176D, and NTRK3L449F), determined via cytokine-independent cellular assays. Our data demonstrate that these mutations have transformative potential to promote downstream survival signaling and leukemogenesis. Specifically, the 3 mutations located within extracellular (ie, NTRK2A203T and NTRK3E176D) and transmembrane (ie, NTRK3L449F) domains increased receptor dimerization and cell-surface abundance. The fourth mutation, NTRK2R458G, residing in the juxtamembrane domain, activates TrkB via noncanonical mechanisms that may involve altered interactions between the mutant receptor and lipids in the surrounding environment. Importantly, these 4 activating mutations can be clinically targeted using entrectinib. Our findings contribute to ongoing efforts to define the mutational landscape driving hematological malignancies and underscore the utility of FDA-approved Trk inhibitors for patients with aggressive Trk-driven leukemias., (© 2020 by The American Society of Hematology.)
- Published
- 2020
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41. Immune Predictors of Mortality After Ribonucleic Acid Virus Infection.
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Graham JB, Swarts JL, Menachery VD, Gralinski LE, Schäfer A, Plante KS, Morrison CR, Voss KM, Green R, Choonoo G, Jeng S, Miller DR, Mooney MA, McWeeney SK, Ferris MT, Pardo-Manuel de Villena F, Gale M, Heise MT, Baric RS, and Lund JM
- Subjects
- Animals, Collaborative Cross Mice, Cytokines metabolism, Disease Models, Animal, Female, Humans, Influenza A virus immunology, Influenza, Human, Male, Mice, Orthomyxoviridae Infections immunology, Orthomyxoviridae Infections mortality, RNA, RNA Virus Infections virology, Severe acute respiratory syndrome-related coronavirus immunology, Severe Acute Respiratory Syndrome immunology, Severe Acute Respiratory Syndrome mortality, T-Lymphocytes immunology, T-Lymphocytes metabolism, Viral Vaccines immunology, West Nile Fever immunology, West Nile Fever mortality, West Nile virus immunology, Mortality, RNA Virus Infections immunology, RNA Virus Infections mortality
- Abstract
Background: Virus infections result in a range of clinical outcomes for the host, from asymptomatic to severe or even lethal disease. Despite global efforts to prevent and treat virus infections to limit morbidity and mortality, the continued emergence and re-emergence of new outbreaks as well as common infections such as influenza persist as a health threat. Challenges to the prevention of severe disease after virus infection include both a paucity of protective vaccines as well as the early identification of individuals with the highest risk that may require supportive treatment., Methods: We completed a screen of mice from the Collaborative Cross (CC) that we infected with influenza, severe acute respiratory syndrome-coronavirus, and West Nile virus., Results: The CC mice exhibited a range of disease manifestations upon infections, and we used this natural variation to identify strains with mortality after infection and strains exhibiting no mortality. We then used comprehensive preinfection immunophenotyping to identify global baseline immune correlates of protection from mortality to virus infection., Conclusions: These data suggest that immune phenotypes might be leveraged to identify humans at highest risk of adverse clinical outcomes upon infection, who may most benefit from intensive clinical interventions, in addition to providing insight for rational vaccine design., (© The Author(s) 2019. Published by Oxford University Press for the Infectious Diseases Society of America. All rights reserved. For permissions, e-mail: journals.permissions@oup.com.)
- Published
- 2020
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42. Chronic Voluntary Ethanol Drinking in Cynomolgus Macaques Elicits Gene Expression Changes in Prefrontal Cortical Area 46.
- Author
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Walter NAR, Zheng CL, Searles RP, McWeeney SK, Grant KA, and Hitzemann R
- Subjects
- Animals, Gene Expression, Macaca fascicularis, Male, Self Administration, Alcohol Drinking genetics, Alcohol Drinking metabolism, Ethanol administration & dosage, Gene Expression Profiling methods, Prefrontal Cortex drug effects, Prefrontal Cortex physiology
- Abstract
Background: Genome-wide profiling to examine brain transcriptional features associated with excessive ethanol (EtOH) consumption has been applied to a variety of species including rodents, nonhuman primates (NHPs), and humans. However, these data were obtained from cross-sectional samples which are particularly vulnerable to individual variation when obtained from small outbred populations typical of human and NHP studies. In the current study, a novel within-subject design was used to examine the effects of voluntary EtOH consumption on prefrontal cortex (PFC) gene expression in a NHP model., Methods: Two cohorts of cynomolgus macaques (n = 23) underwent a schedule-induced polydipsia procedure to establish EtOH self-administration followed by 6 months of daily open access to EtOH (4% w/v) and water. Individual daily EtOH intakes ranged from an average of 0.7 to 3.7 g/kg/d. Dorsal lateral PFC area 46 (A46) brain biopsies were collected in EtOH-naïve and control monkeys; contralateral A46 biopsies were collected from the same monkeys following the 6 months of fluid consumption. Gene expression changes were assessed using RNA-Seq paired analysis, which allowed for correction of individual baseline differences in gene expression., Results: A total of 675 genes were significantly down-regulated following EtOH consumption; these were functionally enriched for immune response, cell adhesion, plasma membrane, and extracellular matrix. A total of 567 genes that were up-regulated following EtOH consumption were enriched in microRNA target sites and included target sites associated with Toll-like receptor pathways. The differentially expressed genes were also significantly enriched in transcription factor binding sites., Conclusions: The data presented here are the first to use a longitudinal biopsy strategy to examine how chronic EtOH consumption affects gene expression in the primate PFC. Prominent effects were seen in both cell adhesion and neuroimmune pathways; the latter contained both pro- and antiinflammatory genes. The data also indicate that changes in miRNAs and transcription factors may be important epigenetic regulators of EtOH consumption., (© 2019 The Authors. Alcoholism: Clinical & Experimental Research published by Wiley Periodicals, Inc. on behalf of Research Society on Alcoholism.)
- Published
- 2020
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43. Persistent Toll-like receptor 7 stimulation induces behavioral and molecular innate immune tolerance.
- Author
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Michaelis KA, Norgard MA, Levasseur PR, Olson B, Burfeind KG, Buenafe AC, Zhu X, Jeng S, McWeeney SK, and Marks DL
- Subjects
- Animals, Behavior, Animal, Cells, Cultured, Central Nervous System drug effects, Central Nervous System immunology, Cytokines immunology, Female, Imidazoles pharmacology, Immune Tolerance drug effects, Immunity, Innate drug effects, Lipopolysaccharides pharmacology, Male, Membrane Glycoproteins genetics, Mice, Mice, Inbred C57BL, Microglia drug effects, Signal Transduction drug effects, Tachyphylaxis immunology, Toll-Like Receptor 7 genetics, Toll-Like Receptor 8 agonists, Toll-Like Receptor 8 genetics, Toll-Like Receptor 8 immunology, Membrane Glycoproteins agonists, Membrane Glycoproteins immunology, Microglia immunology, Toll-Like Receptor 7 agonists, Toll-Like Receptor 7 immunology
- Abstract
Toll-like receptors 7 and 8 (TLR7 and TLR8) are endosomal pattern recognition receptors that detect a variety of single-stranded RNA species. While TLR7/8 agonists have robust therapeutic potential, clinical utility of these agents is limited by sickness responses associated with treatment induction. To understand the kinetics and mechanism of these responses, we characterized the acute and chronic effects of TLR7 stimulation. Single-cell RNA-sequencing studies, RNAscope, and radiolabeled in situ hybridization demonstrate that central nervous system gene expression of TLR7 is exclusive to microglia. In vitro studies demonstrate that microglia are highly sensitive to TLR7 stimulation, and respond in a dose-dependent manner to the imidazoquinoline R848. In vivo, both intraperitoneal (IP) and intracerebroventricular (ICV) R848 induce acute sickness responses including hypophagia, weight loss, and decreased voluntary locomotor activity, associated with increased CNS pro-inflammatory gene expression and changes to glial morphology. However, chronic daily IP R848 resulted in rapid tachyphylaxis of behavioral and molecular manifestations of illness. In microglial in vitro assays, pro-inflammatory transcriptional responses rapidly diminished in the context of repeated R848. In addition to TLR7 desensitization, we found that microglia become partially refractory to lipopolysaccharide (LPS) following R848 pretreatment, associated with induction of negative regulators A20 and Irak3. Similarly, mice pre-treated with R848 demonstrate reduced sickness responses, hypothalamic inflammation, and hepatic inflammation in response to LPS. These data combined demonstrate that TLR7 stimulation induces acute behavioral and molecular evidence of sickness responses. Following prolonged dosing, R848 induces a refractory state to both TLR7 and TLR4 activation, consistent with induced immune tolerance., (Copyright © 2019 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2019
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44. ClinGen Myeloid Malignancy Variant Curation Expert Panel recommendations for germline RUNX1 variants.
- Author
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Luo X, Feurstein S, Mohan S, Porter CC, Jackson SA, Keel S, Chicka M, Brown AL, Kesserwan C, Agarwal A, Luo M, Li Z, Ross JE, Baliakas P, Pineda-Alvarez D, DiNardo CD, Bertuch AA, Mehta N, Vulliamy T, Wang Y, Nichols KE, Malcovati L, Walsh MF, Rawlings LH, McWeeney SK, Soulier J, Raimbault A, Routbort MJ, Zhang L, Ryan G, Speck NA, Plon SE, Wu D, and Godley LA
- Subjects
- Clinical Decision-Making, Disease Management, Genetic Association Studies, Genetic Predisposition to Disease, Genetic Testing, Genomics methods, Humans, Phenotype, Reproducibility of Results, Core Binding Factor Alpha 2 Subunit genetics, Genetic Variation, Germ-Line Mutation, Leukemia, Myeloid diagnosis, Leukemia, Myeloid genetics
- Abstract
Standardized variant curation is essential for clinical care recommendations for patients with inherited disorders. Clinical Genome Resource (ClinGen) variant curation expert panels are developing disease-associated gene specifications using the 2015 American College of Medical Genetics and Genomics (ACMG) and Association for Molecular Pathology (AMP) guidelines to reduce curation discrepancies. The ClinGen Myeloid Malignancy Variant Curation Expert Panel (MM-VCEP) was created collaboratively between the American Society of Hematology and ClinGen to perform gene- and disease-specific modifications for inherited myeloid malignancies. The MM-VCEP began optimizing ACMG/AMP rules for RUNX1 because many germline variants have been described in patients with familial platelet disorder with a predisposition to acute myeloid leukemia, characterized by thrombocytopenia, platelet functional/ultrastructural defects, and a predisposition to hematologic malignancies. The 28 ACMG/AMP codes were tailored for RUNX1 variants by modifying gene/disease specifications, incorporating strength adjustments of existing rules, or both. Key specifications included calculation of minor allele frequency thresholds, formulating a semi-quantitative approach to counting multiple independent variant occurrences, identifying functional domains and mutational hotspots, establishing functional assay thresholds, and characterizing phenotype-specific guidelines. Preliminary rules were tested by using a pilot set of 52 variants; among these, 50 were previously classified as benign/likely benign, pathogenic/likely pathogenic, variant of unknown significance (VUS), or conflicting interpretations (CONF) in ClinVar. The application of RUNX1-specific criteria resulted in a reduction in CONF and VUS variants by 33%, emphasizing the benefit of gene-specific criteria and sharing internal laboratory data., (© 2019 by The American Society of Hematology.)
- Published
- 2019
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45. Acute myeloid leukemia-induced T-cell suppression can be reversed by inhibition of the MAPK pathway.
- Author
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Moshofsky KB, Cho HJ, Wu G, Romine KA, Newman MT, Kosaka Y, McWeeney SK, and Lind EF
- Subjects
- Animals, Antineoplastic Agents pharmacology, Biomarkers, Cell Line, Tumor, Cell Proliferation drug effects, Disease Models, Animal, Gene Expression Profiling methods, Humans, Immunophenotyping, Leukemia, Myeloid, Acute pathology, Lymphocyte Activation immunology, T-Lymphocytes drug effects, Xenograft Model Antitumor Assays, ras Proteins genetics, ras Proteins metabolism, Immunomodulation drug effects, Leukemia, Myeloid, Acute etiology, Leukemia, Myeloid, Acute metabolism, MAP Kinase Signaling System drug effects, T-Lymphocytes immunology, T-Lymphocytes metabolism
- Abstract
Acute myeloid leukemia (AML) remains difficult to treat due to mutational heterogeneity and the development of resistance to therapy. Targeted agents, such as MEK inhibitors, may be incorporated into treatment; however, the impact of MEK inhibitors on the immune microenvironment in AML is not well understood. A greater understanding of the implications of MEK inhibition on immune responses may lead to a greater understanding of immune evasion and more rational combinations with immunotherapies. This study describes the impact of trametinib on both T cells and AML blast cells by using an immunosuppressive mouse model of AML and primary patient samples. We also used a large AML database of functional drug screens to understand characteristics of trametinib-sensitive samples. In the mouse model, trametinib increased T-cell viability and restored T-cell proliferation. Importantly, we report greater proliferation in the CD8+CD44+ effector subpopulation and impaired activation of CD8+CD62L+ naive cells. Transcriptome analysis revealed that trametinib-sensitive samples have an inflammatory gene expression profile, and we also observed increased programmed cell death ligand 1 (PD-L1) expression on trametinib-sensitive samples. Finally, we found that trametinib consistently reduced PD-L1 and PD-L2 expression in a dose-dependent manner on the myeloid population. Altogether, our data present greater insight into the impact of trametinib on the immune microenvironment and characteristics of trametinib-sensitive patient samples., (© 2019 by The American Society of Hematology.)
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- 2019
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46. Illuminating biological pathways for drug targeting in head and neck squamous cell carcinoma.
- Author
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Choonoo G, Blucher AS, Higgins S, Boardman M, Jeng S, Zheng C, Jacobs J, Anderson A, Chamberlin S, Evans N, Vigoda M, Cordier B, Tyner JW, Kulesz-Martin M, McWeeney SK, and Laderas T
- Subjects
- Carcinoma, Squamous Cell drug therapy, Clonal Evolution, Drug Resistance, Neoplasm genetics, Gene Expression Regulation, Neoplastic, Head and Neck Neoplasms drug therapy, Humans, Metabolic Networks and Pathways, Antineoplastic Agents therapeutic use, Carcinoma, Squamous Cell genetics, Head and Neck Neoplasms genetics, Molecular Targeted Therapy methods, Mutation
- Abstract
Head and neck squamous cell carcinoma (HNSCC) remains a morbid disease with poor prognosis and treatment that typically leaves patients with permanent damage to critical functions such as eating and talking. Currently only three targeted therapies are FDA approved for use in HNSCC, two of which are recently approved immunotherapies. In this work, we identify biological pathways involved with this disease that could potentially be targeted by current FDA approved cancer drugs and thereby expand the pool of potential therapies for use in HNSCC treatment. We analyzed 508 HNSCC patients with sequencing information from the Genomic Data Commons (GDC) database and assessed which biological pathways were significantly enriched for somatic mutations or copy number alterations. We then further classified pathways as either "light" or "dark" to the current reach of FDA-approved cancer drugs using the Cancer Targetome, a compendium of drug-target information. Light pathways are statistically enriched with somatic mutations (or copy number alterations) and contain one or more targets of current FDA-approved cancer drugs, while dark pathways are enriched with somatic mutations (or copy number alterations) but not currently targeted by FDA-approved cancer drugs. Our analyses indicated that approximately 35-38% of disease-specific pathways are in scope for repurposing of current cancer drugs. We further assess light and dark pathways for subgroups of patient tumor samples according to HPV status. The framework of light and dark pathways for HNSCC-enriched biological pathways allows us to better prioritize targeted therapies for further research in HNSCC based on the HNSCC genetic landscape and FDA-approved cancer drug information. We also highlight the importance in the identification of sub-pathways where targeting and cross targeting of other pathways may be most beneficial to predict positive or negative synergy with potential clinical significance. This framework is ideal for precision drug panel development, as well as identification of highly aberrant, untargeted candidates for future drug development., Competing Interests: Samuel Higgins is now employed by Roche Sequencing Solutions and Gabrielle Choonoo is now employed by Regeneron Pharmaceuticals. Their affiliation with these companies does not alter our adherence to PLOS ONE policies on sharing data and materials.
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- 2019
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47. Genomic landscape of neutrophilic leukemias of ambiguous diagnosis.
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Zhang H, Wilmot B, Bottomly D, Dao KT, Stevens E, Eide CA, Khanna V, Rofelty A, Savage S, Reister Schultz A, Long N, White L, Carlos A, Henson R, Lin C, Searles R, Collins RH, DeAngelo DJ, Deininger MW, Dunn T, Hein T, Luskin MR, Medeiros BC, Oh ST, Pollyea DA, Steensma DP, Stone RM, Druker BJ, McWeeney SK, Maxson JE, Gotlib JR, and Tyner JW
- Subjects
- 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, Hematologic Neoplasms diagnosis, Hematologic Neoplasms genetics, Leukemia, Neutrophilic, Chronic diagnosis, Leukemia, Neutrophilic, Chronic genetics
- 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., (© 2019 by The American Society of Hematology.)
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- 2019
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48. The TP53 Apoptotic Network Is a Primary Mediator of Resistance to BCL2 Inhibition in AML Cells.
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Nechiporuk T, Kurtz SE, Nikolova O, Liu T, Jones CL, D'Alessandro A, Culp-Hill R, d'Almeida A, Joshi SK, Rosenberg M, Tognon CE, Danilov AV, Druker BJ, Chang BH, McWeeney SK, and Tyner JW
- Subjects
- Animals, Antineoplastic Agents pharmacology, Antineoplastic Combined Chemotherapy Protocols pharmacology, Apoptosis drug effects, Cell Line, Tumor, Drug Resistance, Neoplasm, Humans, Leukemia, Myeloid, Acute pathology, Mice, Mice, Inbred NOD, Mice, SCID, Xenograft Model Antitumor Assays, Bridged Bicyclo Compounds, Heterocyclic pharmacology, Leukemia, Myeloid, Acute drug therapy, Leukemia, Myeloid, Acute metabolism, Mitochondria metabolism, Proto-Oncogene Proteins c-bcl-2 antagonists & inhibitors, Sulfonamides pharmacology, Tumor Suppressor Protein p53 metabolism
- Abstract
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. See related commentary by Savona and Rathmell, p. 831 . This article is highlighted in the In This Issue feature, p. 813 ., (©2019 American Association for Cancer Research.)
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- 2019
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49. Visualization of drug target interactions in the contexts of pathways and networks with ReactomeFIViz.
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Blucher AS, McWeeney SK, Stein L, and Wu G
- Subjects
- Data Visualization, Humans, Drug Delivery Systems, Proteins, Software
- Abstract
The precision medicine paradigm is centered on therapies targeted to particular molecular entities that will elicit an anticipated and controlled therapeutic response. However, genetic alterations in the drug targets themselves or in genes whose products interact with the targets can affect how well a drug actually works for an individual patient. To better understand the effects of targeted therapies in patients, we need software tools capable of simultaneously visualizing patient-specific variations and drug targets in their biological context. This context can be provided using pathways, which are process-oriented representations of biological reactions, or biological networks, which represent pathway-spanning interactions among genes, proteins, and other biological entities. To address this need, we have recently enhanced the Reactome Cytoscape app, ReactomeFIViz, to assist researchers in visualizing and modeling drug and target interactions. ReactomeFIViz integrates drug-target interaction information with high quality manually curated pathways and a genome-wide human functional interaction network. Both the pathways and the functional interaction network are provided by Reactome, the most comprehensive open source biological pathway knowledgebase. We describe several examples demonstrating the application of these new features to the visualization of drugs in the contexts of pathways and networks. Complementing previous features in ReactomeFIViz, these new features enable researchers to ask focused questions about targeted therapies, such as drug sensitivity for patients with different mutation profiles, using a pathway or network perspective., Competing Interests: No competing interests were disclosed.
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- 2019
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50. CSF1R inhibitors exhibit antitumor activity in acute myeloid leukemia by blocking paracrine signals from support cells.
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Edwards DK 5th, Watanabe-Smith K, Rofelty A, Damnernsawad A, Laderas T, Lamble A, Lind EF, Kaempf A, Mori M, Rosenberg M, d'Almeida A, Long N, Agarwal A, Sweeney DT, Loriaux M, McWeeney SK, and Tyner JW
- Subjects
- Antineoplastic Agents pharmacology, Cell Differentiation, Cell Survival, Culture Media, Conditioned pharmacology, Female, Humans, Leukemia, Myeloid, Acute metabolism, Leukemia, Myeloid, Acute pathology, Male, Prognosis, Survival Rate, Tumor Cells, Cultured, Anisoles pharmacology, Leukemia, Myeloid, Acute drug therapy, Paracrine Communication drug effects, Pyrimidines pharmacology, Receptors, Granulocyte-Macrophage Colony-Stimulating Factor antagonists & inhibitors, Tumor Microenvironment drug effects
- Abstract
To identify new therapeutic targets in acute myeloid leukemia (AML), we performed small-molecule and small-interfering RNA (siRNA) screens of primary AML patient samples. In 23% of samples, we found sensitivity to inhibition of colony-stimulating factor 1 (CSF1) receptor (CSF1R), a receptor tyrosine kinase responsible for survival, proliferation, and differentiation of myeloid-lineage cells. Sensitivity to CSF1R inhibitor GW-2580 was found preferentially in de novo and favorable-risk patients, and resistance to GW-2580 was associated with reduced overall survival. Using flow cytometry, we discovered that CSF1R is not expressed on the majority of leukemic blasts but instead on a subpopulation of supportive cells. Comparison of CSF1R-expressing cells in AML vs healthy donors by mass cytometry revealed expression of unique cell-surface markers. The quantity of CSF1R-expressing cells correlated with GW-2580 sensitivity. Exposure of primary AML patient samples to a panel of recombinant cytokines revealed that CSF1R inhibitor sensitivity correlated with a growth response to CSF1R ligand, CSF1, and other cytokines, including hepatocyte growth factor (HGF). The addition of CSF1 increased the secretion of HGF and other cytokines in conditioned media from AML patient samples, whereas adding GW-2580 reduced their secretion. In untreated cells, HGF levels correlated significantly with GW-2580 sensitivity. Finally, recombinant HGF and HS-5-conditioned media rescued cell viability after GW-2580 treatment in AML patient samples. Our results suggest that CSF1R-expressing cells support the bulk leukemia population through the secretion of HGF and other cytokines. This study identifies CSF1R as a novel therapeutic target of AML and provides a mechanism of paracrine cytokine/growth factor signaling in this disease., (© 2019 by The American Society of Hematology.)
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- 2019
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