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1.
Nucleic Acids Res ; 48(W1): W372-W379, 2020 07 02.
Article in English | MEDLINE | ID: mdl-32479601

ABSTRACT

CReSCENT: CanceR Single Cell ExpressioN Toolkit (https://crescent.cloud), is an intuitive and scalable web portal incorporating a containerized pipeline execution engine for standardized analysis of single-cell RNA sequencing (scRNA-seq) data. While scRNA-seq data for tumour specimens are readily generated, subsequent analysis requires high-performance computing infrastructure and user expertise to build analysis pipelines and tailor interpretation for cancer biology. CReSCENT uses public data sets and preconfigured pipelines that are accessible to computational biology non-experts and are user-editable to allow optimization, comparison, and reanalysis for specific experiments. Users can also upload their own scRNA-seq data for analysis and results can be kept private or shared with other users.


Subject(s)
Neoplasms/genetics , RNA-Seq/methods , Single-Cell Analysis/methods , Software , Humans , Neoplasms/immunology , T-Lymphocytes/metabolism
2.
Can J Anaesth ; 65(3): 272-279, 2018 03.
Article in English | MEDLINE | ID: mdl-29256064

ABSTRACT

PURPOSE: Flexible bronchoscopy with bronchoalveolar lavage (BAL) is commonly performed in immunocompromised patients. Nevertheless, it remains unclear whether bronchoscopy with BAL leads to changes in medical management or is associated with procedural complications among critically ill acute leukemia (AL) patients. METHODS: We evaluated 71 AL patients who underwent diagnostic bronchoscopy with BAL in the intensive care unit (ICU) between 1 January 2007 and 31 December 2012. We recorded baseline characteristics, vital signs (before, during, and after the procedure), changes in medical management following the procedure, and procedural complications. Using a multivariable logistic regression model, we explored the relationship between patient characteristics and whether bronchoscopy changed management or caused complications. Patient characteristics included as predictors in the regression model were age, sex, immunosuppression status (those undergoing active chemotherapy), and the Acute Physiology And Chronic Health Evaluation II score. RESULTS: The most common indication for ICU admission was respiratory failure (51 patients, 72%), followed by sepsis (14 patients, 20%). Overall, the results obtained from bronchoscopy with BAL were associated with a change in management in 32 patients (45%), most commonly a change in antimicrobial therapy as a result of an infectious pathogen being identified (17 patients, 24%). Complications were documented in nine patients (13%) and included post-procedural hypoxia (six patients, 8%), the need for intubation (one patient, 9% of non-intubated patients), and tracheal perforation (one patient, 1%). No clinically significant changes in patient vital signs were observed during or immediately following the procedure. Patient characteristics did not predict whether bronchoscopy was associated with changes in medical management or procedural complications in multivariable analyses. CONCLUSIONS: Flexible bronchoscopy with BAL is relatively safe and helps to guide medical management among patients with AL admitted to the ICU.


Subject(s)
Bronchoalveolar Lavage/methods , Bronchoscopy/methods , Intensive Care Units , Leukemia/therapy , Bronchoscopy/adverse effects , Bronchoscopy/instrumentation , Cohort Studies , Critical Illness , Female , Humans , Logistic Models , Male , Middle Aged , Multivariate Analysis , Respiratory Insufficiency/epidemiology , Retrospective Studies , Sepsis/epidemiology
3.
Article in English | MEDLINE | ID: mdl-36639200

ABSTRACT

Genomic characterization of cancer has enabled identification of numerous molecular targets, which has led to significant advances in personalized medicine. However, with few exceptions, precision medicine approaches in the plasma cell malignancy multiple myeloma (MM) have had limited success, likely owing to the subclonal nature of molecular targets in this disease. Targeted therapies against FGFR3 have been under development for the past decade in the hopes of targeting aberrant FGFR3 activity in MM. FGFR3 activation results from the recurrent transforming event of t(4;14) found in ∼15% of MM patients, as well as secondary FGFR3 mutations in this subgroup. To evaluate the effectiveness of targeting FGFR3 in MM, we undertook a phase 2 clinical trial evaluating the small-molecule FGFR1-4 inhibitor, erdafitinib, in relapsed/refractory myeloma patients with or without FGFR3 mutations (NCT02952573). Herein, we report on a single t(4;14) patient enrolled on this study who was identified to have a subclonal FGFR3 stop-loss deletion. Although this individual eventually progressed on study and succumbed to their disease, the intended molecular response was revealed through an extensive molecular characterization of the patient's tumor at baseline and on treatment using single-cell genomics. We identified elimination of the FGFR3-mutant subclone after treatment and expansion of a preexisting clone with loss of Chromosome 17p. Altogether, our study highlights the utility of single-cell genomics in targeted trials as they can reveal molecular mechanisms that underlie sensitivity and resistance. This in turn can guide more personalized and targeted therapeutic approaches, including those that involve FGFR3-targeting therapies.


Subject(s)
Multiple Myeloma , Humans , Disease Progression , Multiple Myeloma/drug therapy , Multiple Myeloma/genetics , Multiple Myeloma/pathology , Mutation , Receptor, Fibroblast Growth Factor, Type 3/antagonists & inhibitors , Single-Cell Analysis
4.
Nat Commun ; 12(1): 6322, 2021 11 03.
Article in English | MEDLINE | ID: mdl-34732728

ABSTRACT

Molecular programs that underlie precursor progression in multiple myeloma are incompletely understood. Here, we report a disease spectrum-spanning, single-cell analysis of the Vκ*MYC myeloma mouse model. Using samples obtained from mice with serologically undetectable disease, we identify malignant cells as early as 30 weeks of age and show that these tumours contain subclonal copy number variations that persist throughout progression. We detect intratumoural heterogeneity driven by transcriptional variability during active disease and show that subclonal expression programs are enriched at different times throughout early disease. We then show how one subclonal program related to GCN2 stress response is progressively activated during progression in myeloma patients. Finally, we use chemical and genetic perturbation of GCN2 in vitro to support this pathway as a therapeutic target in myeloma. These findings therefore present a model of precursor progression in Vκ*MYC mice, nominate an adaptive mechanism important for myeloma survival, and highlight the need for single-cell analyses to understand the biological underpinnings of disease progression.


Subject(s)
Disease Progression , Multiple Myeloma/genetics , Single-Cell Analysis/methods , Animals , DNA Copy Number Variations , Disease Models, Animal , Genetic Heterogeneity , Humans , Mice , Mice, Inbred C57BL , Multiple Myeloma/metabolism , Protein Serine-Threonine Kinases/genetics
5.
Nat Cancer ; 2(2): 157-173, 2021 02.
Article in English | MEDLINE | ID: mdl-35122077

ABSTRACT

Glioblastomas harbor diverse cell populations, including rare glioblastoma stem cells (GSCs) that drive tumorigenesis. To characterize functional diversity within this population, we performed single-cell RNA sequencing on >69,000 GSCs cultured from the tumors of 26 patients. We observed a high degree of inter- and intra-GSC transcriptional heterogeneity that could not be fully explained by DNA somatic alterations. Instead, we found that GSCs mapped along a transcriptional gradient spanning two cellular states reminiscent of normal neural development and inflammatory wound response. Genome-wide CRISPR-Cas9 dropout screens independently recapitulated this observation, with each state characterized by unique essential genes. Further single-cell RNA sequencing of >56,000 malignant cells from primary tumors found that the majority organize along an orthogonal astrocyte maturation gradient yet retain expression of founder GSC transcriptional programs. We propose that glioblastomas grow out of a fundamental GSC-based neural wound response transcriptional program, which is a promising target for new therapy development.


Subject(s)
Brain Neoplasms , Glioblastoma , Brain Neoplasms/genetics , Carcinogenesis/genetics , Glioblastoma/genetics , Humans , Neoplastic Stem Cells/metabolism
6.
Leuk Lymphoma ; 60(4): 980-989, 2019 04.
Article in English | MEDLINE | ID: mdl-30277089

ABSTRACT

Lenalidomide has anti-tumor activity in CLL but can be complicated by tumor lysis syndrome (TLS) and tumor flare (TF). In our previous study using low-dose lenalidomide in treatment-naive CLL, TLS was averted but TF remained frequent and complete responses (CR) were rare, despite treatment to progression. The addition of dexamethasone may mitigate TF and enable lenalidomide dose escalation, achieving durable response without long-term use. In this phase 2 trial, 31 treatment-naive CLL patients received lenalidomide (target 25mg daily) plus dexamethasone for a finite 18 cycles. No patients developed TLS and TF was infrequent. Overall responses were 74.2% (CR 9.7%) and median progression-free survival 27 months. Cereblon-binding proteins IKZF1 and IKZF3 were largely downregulated, with associated increased IRF4 levels. We therefore report that lenalidomide plus dexamethasone can achieve durable responses in a subset of patients without continuing therapy until progression. Upregulation of IRF4 may contribute to anti-CLL activity of immunomodulatory agents. This trial was registered at www.clinicaltrials.gov as NCT01133743.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy , Adult , Aged , Aged, 80 and over , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Biomarkers , Cytokines/metabolism , Dexamethasone/administration & dosage , Female , Humans , Kaplan-Meier Estimate , Lenalidomide/administration & dosage , Leukemia, Lymphocytic, Chronic, B-Cell/diagnosis , Leukemia, Lymphocytic, Chronic, B-Cell/mortality , Male , Middle Aged , Neoplasm Grading , Neoplasm Staging , Prognosis , Treatment Outcome
7.
Can Respir J ; 2016: 3027656, 2016.
Article in English | MEDLINE | ID: mdl-27445524

ABSTRACT

Purpose. The objectives were to describe the management and outcomes of acute leukemia (AL) patients admitted to the ICU and to identify predictors of ICU mortality. Methods. Data was retrospectively collected from the medical records of all patients with AML or ALL admitted to the Mount Sinai Hospital ICU from August 2009 to December 2012. Results. 151 AL patients (117 AML, 34 ALL) were admitted to the ICU. Mean age was 54 (SD 15) years, median APACHE II score was 27 (IQR 22-33), and 50% were female. While in ICU, 128 (85%) patients had sepsis and 56 (37%) had ARDS. The majority of patients required invasive organ support: 94 (62%) required mechanical ventilation while 23 (15%) received renal replacement therapy. Multivariable analysis identified SOFA score (OR 1.18, 95% CI 1.01-1.38) and invasive ventilation (OR 9.64, 95% CI 3.39-27.4) as independent predictors of ICU mortality. Ninety-four (62%) patients survived to ICU discharge. Only 39% of these 94 patients discharged were alive 12 months after ICU admission. Conclusions. AL patients admitted to the ICU had a 62% ICU survival rate; yet only 25% of cohort patients were alive 12 months after ICU admission. Higher admission SOFA scores and invasive ventilation are independently associated with a greater risk of dying in the ICU.


Subject(s)
Leukemia, Myeloid, Acute/mortality , Precursor Cell Lymphoblastic Leukemia-Lymphoma/mortality , Adult , Aged , Female , Humans , Intensive Care Units/statistics & numerical data , Male , Middle Aged , Ontario/epidemiology , Retrospective Studies
8.
J Med Chem ; 56(18): 7190-200, 2013 Sep 26.
Article in English | MEDLINE | ID: mdl-23968501

ABSTRACT

The signal transducer and activator of transcription (STAT) proteins represent a family of cytoplasmic transcription factors that regulate a pleiotropic range of biological processes. In particular, Stat3 protein has attracted attention as it regulates the expression of genes involved in a variety of malignant processes, including proliferation, survival, migration, and drug resistance. Multiple myeloma (MM) is an incurable hematologic malignancy that often exhibits abnormally high levels of Stat3 activity. Although current treatment strategies can improve the clinical management of MM, it remains uniformly incurable with a dismal median survival time post-treatment of 3-4 years. Thus, novel targeted therapeutics are critically needed to improve MM patient outcomes. We herein report the development of a series of small molecule Stat3 inhibitors with potent anti-MM activity in vitro. These compounds showed high-affinity binding to Stat3's SH2 domain, inhibited intracellular Stat3 phosphorylation, and induced apoptosis in MM cell lines at low micromolar concentrations.


Subject(s)
Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Multiple Myeloma/drug therapy , STAT3 Transcription Factor/antagonists & inhibitors , STAT3 Transcription Factor/chemistry , src Homology Domains/drug effects , Antineoplastic Agents/metabolism , Cell Line, Tumor , Humans , Inhibitory Concentration 50 , Molecular Docking Simulation , Multiple Myeloma/pathology , STAT3 Transcription Factor/metabolism
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