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1.
Cell Rep Med ; 5(1): 101359, 2024 01 16.
Article in English | MEDLINE | ID: mdl-38232702

ABSTRACT

Acute myeloid leukemia is a poor-prognosis cancer commonly stratified by genetic aberrations, but these mutations are often heterogeneous and fail to consistently predict therapeutic response. Here, we combine transcriptomic, proteomic, and phosphoproteomic datasets with ex vivo drug sensitivity data to help understand the underlying pathophysiology of AML beyond mutations. We measure the proteome and phosphoproteome of 210 patients and combine them with genomic and transcriptomic measurements to identify four proteogenomic subtypes that complement existing genetic subtypes. We build a predictor to classify samples into subtypes and map them to a "landscape" that identifies specific drug response patterns. We then build a drug response prediction model to identify drugs that target distinct subtypes and validate our findings on cell lines representing various stages of quizartinib resistance. Our results show how multiomics data together with drug sensitivity data can inform therapy stratification and drug combinations in AML.


Subject(s)
Leukemia, Myeloid, Acute , Proteogenomics , Humans , Proteomics/methods , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/metabolism , Genomics/methods , Mutation
2.
Annu Rev Pharmacol Toxicol ; 64: 455-479, 2024 Jan 23.
Article in English | MEDLINE | ID: mdl-37738504

ABSTRACT

Proteogenomics refers to the integration of comprehensive genomic, transcriptomic, and proteomic measurements from the same samples with the goal of fully understanding the regulatory processes converting genotypes to phenotypes, often with an emphasis on gaining a deeper understanding of disease processes. Although specific genetic mutations have long been known to drive the development of multiple cancers, gene mutations alone do not always predict prognosis or response to targeted therapy. The benefit of proteogenomics research is that information obtained from proteins and their corresponding pathways provides insight into therapeutic targets that can complement genomic information by providing an additional dimension regarding the underlying mechanisms and pathophysiology of tumors. This review describes the novel insights into tumor biology and drug resistance derived from proteogenomic analysis while highlighting the clinical potential of proteogenomic observations and advances in technique and analysis tools.


Subject(s)
Precision Medicine , Proteogenomics , Humans , Proteomics , Genomics , Mass Spectrometry
3.
Am J Hematol ; 99(2): E32-E36, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37994196

ABSTRACT

The safety and efficacy of sabatolimab, a novel immunotherapy targeting T-cell immunoglobulin domain and mucin domain-3 (TIM-3), was assessed in combination with hypomethylating agents (HMAs) in patients with HMA-naive revised International Prognostic System Score (IPSS-R) high- or very high-risk myelodysplastic syndromes (HR/vHR-MDS) or chronic myelomonocytic leukemia (CMML). Sabatolimab + HMA had a safety profile similar to that reported for HMA alone and demonstrated durable clinical responses in patients with HR/vHR-MDS. These results support the ongoing evaluation of sabatolimab-based combination therapy in MDS, CMML, and acute myeloid leukemia.


Subject(s)
Antibodies, Monoclonal , Leukemia, Myeloid, Acute , Leukemia, Myelomonocytic, Chronic , Myelodysplastic Syndromes , Humans , Azacitidine/therapeutic use , Decitabine/therapeutic use , Antimetabolites, Antineoplastic/therapeutic use , Myelodysplastic Syndromes/drug therapy , Hepatitis A Virus Cellular Receptor 2/therapeutic use , Leukemia, Myelomonocytic, Chronic/drug therapy , Leukemia, Myeloid, Acute/drug therapy , Antibodies/therapeutic use , Treatment Outcome
5.
Int J Mol Sci ; 24(17)2023 Aug 22.
Article in English | MEDLINE | ID: mdl-37685882

ABSTRACT

Cytogenetically cryptic acute promyelocytic leukemia (APL) is rare, characterized by typical clinical and morphological features, but lacks t(15;17)(q24;q21)/PML::RARA translocation seen in conventional karyotyping or FISH. The prompt diagnosis and treatment of APL are critical due to life-threatening complications associated with this disease. However, cryptic APL cases remain a diagnostic challenge that could mislead the appropriate treatment. We describe four cryptic APL cases and review reported cases in the literature. Reverse transcriptase polymerase chain reaction (RT-PCR) is the most efficient diagnostic modality to detect these cases, and alternative methods are also discussed. This study highlights the importance of using parallel testing methods to diagnose cryptic APL cases accurately and effectively.


Subject(s)
Leukemia, Promyelocytic, Acute , Humans , Leukemia, Promyelocytic, Acute/diagnosis , Leukemia, Promyelocytic, Acute/genetics , Karyotyping
6.
Cancers (Basel) ; 15(14)2023 Jul 12.
Article in English | MEDLINE | ID: mdl-37509251

ABSTRACT

Frontline acute myeloid leukemia (AML) treatment is determined by a combination of patient and genetic factors. This includes patient fitness (i.e., comorbidities that increase the risk of treatment-related mortality) and genetic characteristics, including cytogenetic events and gene mutations. In older unfit patients, the standard of care treatment is typically venetoclax (VEN) combined with hypomethylating agents (HMA). Recently, several drugs have been developed targeting specific genomic subgroups of AML patients, enabling individualized therapy. This has resulted in investigations of doublet and triplet combinations incorporating VEN aimed at overcoming known resistance mechanisms and improving outcomes in older patients with AML. These combinations include isocitrate dehydrogenase-1/2 (IDH1/2) inhibitors (i.e., ivosidenib and enasidenib), fms-like tyrosine kinase 3 (FLT3) inhibitors (i.e., gilteritinib), anti-CD47 antibodies (i.e., magrolimab), mouse double minute-2 (MDM2) inhibitors, and p53 reactivators (i.e., eprenetapopt). This review summarizes ongoing trials aimed at overcoming known VEN resistance mechanisms and improving outcomes beyond that observed with HMA + VEN combinations in the treatment of AML.

8.
Blood Adv ; 7(9): 1899-1909, 2023 05 09.
Article in English | MEDLINE | ID: mdl-36441905

ABSTRACT

Risk stratification in acute myeloid leukemia (AML) remains principle in survival prognostication and treatment selection. The 2022 European LeukemiaNet (ELN) recommendations were recently published, with notable updates to risk group assignment. The complexity of risk stratification and comparative outcomes between the 2022 and 2017 ELN guidelines remains unknown. This comparative analysis evaluated outcomes between the 2017 and 2022 ELN criteria in patients enrolled within the multicenter Beat AML cohort. Five hundred thirteen patients were included. Most patients had 1 or 2 ELN risk-defining abnormalities. In patients with ≥2 ELN risk-defining mutations, 44% (n = 132) had mutations spanning multiple ELN risk categories. Compared with ELN 2017 criteria, the updated ELN 2022 guidelines changed the assigned risk group in 15% of patients, including 10%, 26%, and 6% of patients categorized as being at ELN 2017 favorable-, intermediate-, and adverse-risk, respectively. The median overall survival across ELN 2022 favorable-, intermediate-, and adverse-risk groups was not reached, 16.8, and 9.7 months, respectively. The ELN 2022 guidelines more accurately stratified survival between patients with intermediate- or adverse-risk AML treated with induction chemotherapy compared with ELN 2017 guidelines. The updated ELN 2022 guidelines better stratify survival between patients with intermediate- or adverse-risk AML treated with induction chemotherapy. The increased complexity of risk stratification with inclusion of additional cytogenetic and molecular aberrations necessitates clinical workflows simplifying risk stratification.


Subject(s)
Leukemia, Myeloid, Acute , Humans , Leukemia, Myeloid, Acute/genetics , Risk Factors , Mutation , Cytogenetics , Induction Chemotherapy
10.
Clin Proteomics ; 19(1): 30, 2022 Jul 27.
Article in English | MEDLINE | ID: mdl-35896960

ABSTRACT

Acute Myeloid Leukemia (AML) affects 20,000 patients in the US annually with a five-year survival rate of approximately 25%. One reason for the low survival rate is the high prevalence of clonal evolution that gives rise to heterogeneous sub-populations of leukemic cells with diverse mutation spectra, which eventually leads to disease relapse. This genetic heterogeneity drives the activation of complex signaling pathways that is reflected at the protein level. This diversity makes it difficult to treat AML with targeted therapy, requiring custom patient treatment protocols tailored to each individual's leukemia. Toward this end, the Beat AML research program prospectively collected genomic and transcriptomic data from over 1000 AML patients and carried out ex vivo drug sensitivity assays to identify genomic signatures that could predict patient-specific drug responses. However, there are inherent weaknesses in using only genetic and transcriptomic measurements as surrogates of drug response, particularly the absence of direct information about phosphorylation-mediated signal transduction. As a member of the Clinical Proteomic Tumor Analysis Consortium, we have extended the molecular characterization of this cohort by collecting proteomic and phosphoproteomic measurements from a subset of these patient samples (38 in total) to evaluate the hypothesis that proteomic signatures can improve the ability to predict response to 26 drugs in AML ex vivo samples. In this work we describe our systematic, multi-omic approach to evaluate proteomic signatures of drug response and compare protein levels to other markers of drug response such as mutational patterns. We explore the nuances of this approach using two drugs that target key pathways activated in AML: quizartinib (FLT3) and trametinib (Ras/MEK), and show how patient-derived signatures can be interpreted biologically and validated in cell lines. In conclusion, this pilot study demonstrates strong promise for proteomics-based patient stratification to assess drug sensitivity in AML.

11.
Cancer Cell ; 39(7): 999-1014.e8, 2021 07 12.
Article in English | MEDLINE | ID: mdl-34171263

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.


Subject(s)
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 , 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
12.
Curr Hematol Malig Rep ; 16(2): 207-217, 2021 04.
Article in English | MEDLINE | ID: mdl-33939107

ABSTRACT

PURPOSE OF REVIEW: Mutations in isocitrate dehydrogenase genes (IDH1 and IDH2) are common in acute myeloid leukemia (AML), occurring in up to 30% of AML cases. Mutations in IDH leads to abnormal epigenetic regulation in AML cells and blocks differentiation. Inhibitors of mutated IDH1 and IDH2, ivosidenib and enasidenib, respectively, were recently approved by the FDA for relapsed/refractory AML; ivosidenib is also approved for newly diagnosed AML patients not fit for standard chemotherapy. Here, we discuss the clinical development of IDH inhibitors, their unique side effects, and outline future combination approaches in AML. RECENT FINDINGS: IDH inhibitors are well-tolerated but can induce differentiation of AML cells, which leads to the on-target side effect of differentiation syndrome in up to 20% of patients. Although IDH inhibitors demonstrate efficacy as monotherapy, recent trials have shown that they have higher response rates in combination with hypomethylating agents (HMAs). Current trials of IDH inhibitors include combination with standard induction chemotherapy, as maintenance therapy, and in combination with venetoclax-based regimens. IDH inhibitors are active and have a favorable toxicity profile in AML therapy. Current clinical trials are evaluating how to best incorporate IDH inhibitors into combination therapy to optimize outcomes and duration of response for AML patients with IDH mutations.


Subject(s)
Antineoplastic Agents/therapeutic use , Enzyme Inhibitors/therapeutic use , Isocitrate Dehydrogenase/antagonists & inhibitors , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/metabolism , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/adverse effects , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Clinical Trials as Topic , Drug Development , Drug Resistance, Neoplasm , Enzyme Inhibitors/administration & dosage , Enzyme Inhibitors/adverse effects , Humans , Induction Chemotherapy , Isocitrate Dehydrogenase/genetics , Isocitrate Dehydrogenase/metabolism , Leukemia, Myeloid, Acute/diagnosis , Leukemia, Myeloid, Acute/etiology , Maintenance Chemotherapy , Mutation , Treatment Outcome
13.
Transplant Cell Ther ; 27(8): 662.e1-662.e9, 2021 08.
Article in English | MEDLINE | ID: mdl-33901720

ABSTRACT

Clonal hematopoiesis of indeterminate potential (CHIP) is an age-associated condition defined by the presence of a somatic mutation in a leukemia-associated gene in individuals who otherwise have no evidence of a hematologic malignancy. In the allogeneic hematopoietic cell transplantation (HCT) setting, clonal hematopoiesis (CH) mutations present in donor stem cells can be transferred to recipients at the time of HCT. Given that the consequences of donor-derived CH in HCT recipients are not entirely clear, we sought to investigate clinical outcomes in patients with engrafted donor-derived CH using a matched cohort analysis of both related and unrelated donors. Of 209 patients with next-generation sequencing performed before and after HCT, donor-derived CH mutations were detected in 15 (5.2%). DNMT3A was the most commonly mutated gene (9 of 15; 60%); mutations in SF3B1, CSF3R, STAT3, CBLB, TET2, and ASXL1 were also identified. Donor-derived CH was not associated with delayed neutrophil or platelet engraftment, and there was no impact on conversion to full donor chimerism. No patients with donor-derived CH experienced relapse, in contrast to 15.6% (7 of 45) in the matched control cohort without CH (P = .176). Donor-derived CH was not associated with worse overall survival; however, patients with donor-derived CH were more likely to develop chronic graft-versus-host disease (GVHD) necessitating systemic immunosuppressive therapy (IST) (P = .045) and less likely to discontinue IST (P = .03) compared with controls without donor-derived CH. We conclude that donor-derived CH does not have an adverse impact on relapse, survival, or engraftment outcomes but may potentiate a graft-versus-leukemia effect, as reflected by increased chronic GVHD necessitating IST.


Subject(s)
Graft vs Host Disease , Hematopoietic Stem Cell Transplantation , Clonal Hematopoiesis , Graft vs Host Disease/genetics , Hematopoietic Stem Cell Transplantation/adverse effects , Humans , Recurrence , Transplantation, Homologous , Unrelated Donors
15.
Nat Med ; 26(12): 1852-1858, 2020 12.
Article in English | MEDLINE | ID: mdl-33106665

ABSTRACT

Acute myeloid leukemia (AML) is the most common diagnosed leukemia. In older adults, AML confers an adverse outcome1,2. AML originates from a dominant mutation, then acquires collaborative transformative mutations leading to myeloid transformation and clinical/biological heterogeneity. Currently, AML treatment is initiated rapidly, precluding the ability to consider the mutational profile of a patient's leukemia for treatment decisions. Untreated patients with AML ≥ 60 years were prospectively enrolled on the ongoing Beat AML trial (ClinicalTrials.gov NCT03013998 ), which aims to provide cytogenetic and mutational data within 7 days (d) from sample receipt and before treatment selection, followed by treatment assignment to a sub-study based on the dominant clone. A total of 487 patients with suspected AML were enrolled; 395 were eligible. Median age was 72 years (range 60-92 years; 38% ≥75 years); 374 patients (94.7%) had genetic and cytogenetic analysis completed within 7 d and were centrally assigned to a Beat AML sub-study; 224 (56.7%) were enrolled on a Beat AML sub-study. The remaining 171 patients elected standard of care (SOC) (103), investigational therapy (28) or palliative care (40); 9 died before treatment assignment. Demographic, laboratory and molecular characteristics were not significantly different between patients on the Beat AML sub-studies and those receiving SOC (induction with cytarabine + daunorubicin (7 + 3 or equivalent) or hypomethylation agent). Thirty-day mortality was less frequent and overall survival was significantly longer for patients enrolled on the Beat AML sub-studies versus those who elected SOC. A precision medicine therapy strategy in AML is feasible within 7 d, allowing patients and physicians to rapidly incorporate genomic data into treatment decisions without increasing early death or adversely impacting overall survival.


Subject(s)
Biomarkers, Tumor/genetics , Genomics , Leukemia, Myeloid, Acute/drug therapy , Aged , Aged, 80 and over , Antibodies, Monoclonal, Humanized/administration & dosage , Antibodies, Monoclonal, Humanized/adverse effects , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Cytarabine/administration & dosage , Cytarabine/adverse effects , Daunorubicin/administration & dosage , Daunorubicin/adverse effects , Female , Humans , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/pathology , Male , Middle Aged , Mutation/genetics , Precision Medicine , Survival Analysis , Treatment Outcome
17.
Blood ; 135(24): 2159-2170, 2020 06 11.
Article in English | MEDLINE | ID: mdl-32315394

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.


Subject(s)
Hematologic Neoplasms/genetics , Membrane Glycoproteins/genetics , Point Mutation , Receptor, trkB/genetics , Receptor, trkC/genetics , 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
18.
Cancer Manag Res ; 12: 151-163, 2020.
Article in English | MEDLINE | ID: mdl-32021432

ABSTRACT

Acute myeloid leukemia (AML) is a clonal hematologic neoplasm characterized by rapid, uncontrolled cell growth of immature myeloid cells (blasts). There are numerous genetic abnormalities in AML, many of which are prognostic, but an increasing number are targets for drug therapy. One of the most common genetic abnormalities in AML are activating mutations in the FMS-like tyrosine kinase 3 receptor (FLT3). As a receptor tyrosine kinase, FLT3 was the first targetable genetic abnormality in AML. The first generation of FLT3 inhibitors were broad-spectrum kinase inhibitors that inhibited FLT3 among other proteins. Although clinically active, first-generation FLT3 inhibitors had limited success as single agents. This led to the development of a second generation of more selective FLT3 inhibitors. This review focuses on quizartinib, a potent second-generation FLT3 inhibitor. We discuss the clinical trial development, mechanisms of resistance, and the recent FDA decision to deny approval for quizartinib as a single agent in relapsed/refractory AML.

20.
Am J Hematol ; 94(8): 913-920, 2019 08.
Article in English | MEDLINE | ID: mdl-31145495

ABSTRACT

Acute myeloid leukemia (AML) is a genetically heterogeneous disease with a clinical course predicted by recurrent cytogenetic abnormalities and/or gene mutations. The NPM1 insertion mutations define the largest distinct genetic subset, ∼30% of AML, and is considered a favorable risk marker if there is no (or low allelic ratio) FLT3 internal tandem duplication (FLT3 ITD) mutation. However, ∼40% of patients with mutated NPM1 without FLT3 ITD still relapse, and the factors that drive relapse are still not fully understood. We used a next-generation sequencing panel to examine mutations at diagnosis; clearance of mutations after therapy, and gain/loss of mutations at relapse to prioritize mutations that contribute to relapse. Triple mutation of NPM1, DNMT3A and IDH1/2 showed a trend towards inferior overall survival in our discovery dataset, and was significantly associated with reduced OS in a large independent validation cohort. Analysis of relative variant allele frequencies suggests that early mutation and expansion of DNMT3A and IDH1/2 prior to acquisition of NPM1 mutation leads to increased risk of relapse. This subset of patients may benefit from allogeneic stem cell transplant or clinical trials with IDH inhibitors.


Subject(s)
DNA (Cytosine-5-)-Methyltransferases/genetics , Isocitrate Dehydrogenase/genetics , Leukemia, Myeloid, Acute/mortality , Nuclear Proteins/genetics , Adult , Aged , DNA Methyltransferase 3A , Databases, Genetic , Female , High-Throughput Nucleotide Sequencing , Humans , Leukemia, Myeloid, Acute/genetics , Male , Middle Aged , Mutation , Nucleophosmin , Survival Analysis
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