Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 47
Filter
Add more filters

Country/Region as subject
Publication year range
1.
Brief Bioinform ; 23(1)2022 01 17.
Article in English | MEDLINE | ID: mdl-34655292

ABSTRACT

Chromosome copy number variations (CNVs) are a near-universal feature of cancer; however, their individual effects on cellular function are often incompletely understood. Single-cell ribonucleic acid (RNA) sequencing (scRNA-seq) might be leveraged to reveal the function of intra-clonal CNVs; however, it cannot directly link cellular gene expression to CNVs. Here, we report a high-throughput scRNA-seq analysis pipeline that provides paired CNV profiles and transcriptomes for single cells, enabling exploration of the effects of CNVs on cellular programs. RTAM1 and -2 normalization methods are described, and are shown to improve transcriptome alignment between cells, increasing the sensitivity of scRNA-seq for CNV detection. We also report single-cell inferred chromosomal copy number variation (sciCNV), a tool for inferring single-cell CNVs from scRNA-seq at 19-46 Mb resolution. Comparison of sciCNV with existing RNA-based CNV methods reveals useful advances in sensitivity and specificity. Using sciCNV, we demonstrate that scRNA-seq can be used to examine the cellular effects of cancer CNVs. As an example, sciCNV is used to identify subclonal multiple myeloma (MM) cells with +8q22-24. Studies of the gene expression of intra-clonal MM cells with and without the CNV demonstrate that +8q22-24 upregulates MYC and MYC-target genes, messenger RNA processing and protein synthesis, which is consistent with established models. In conclusion, we provide new tools for scRNA-seq that enable paired profiling of the CNVs and transcriptomes of single cells, facilitating rapid and accurate deconstruction of the effects of cancer CNVs on cellular programming.


Subject(s)
DNA Copy Number Variations , Transcriptome , Chromosomes , High-Throughput Nucleotide Sequencing/methods , RNA, Messenger
2.
Eur J Haematol ; 108(3): 204-211, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34767270

ABSTRACT

OBJECTIVES: The prognostic value of kinetics of response to multiple myeloma (MM) therapy is controversial. We aimed to expand the knowledge on this topic by reviewing the kinetics of response to both first- and second-line MM therapy, utilizing a homogeneously treated cohort and analyzing separately both M-spike and light chain (LC) responses for each patient. METHODS: We reviewed all patients who received first-line cyclophosphamide, bortezomib and dexamethasone induction followed by autologous transplant with melphalan and lenalidomide maintenance in our center between 2007 and 2019. RESULTS: Analyzing 360 patients, we observed no correlation between response kinetics to first- versus second-line therapy at the individual patient level. Time to best response to first-line therapy was not a predictor of outcome; however, longer time to best response was highly predictive of a favorable outcome in the second-line setting, independent of other factors. Patients with IgA-MM cleared their M-spike faster than IgG-MM, probably reflecting different half-lives of these isotypes rather than disease biology, as the clearance of LC in both subtypes was similar. CONCLUSIONS: Analyzing both M-spike and LC responses in a homogenously treated cohort, we identified important insights regarding the prognostic value of kinetic patterns. Prospective analysis may shed more light on unsolved questions.


Subject(s)
Hematopoietic Stem Cell Transplantation , Multiple Myeloma , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Bortezomib/therapeutic use , Dexamethasone , Humans , Kinetics , Multiple Myeloma/diagnosis , Multiple Myeloma/drug therapy , Treatment Outcome
3.
Eur J Haematol ; 107(3): 333-342, 2021 Sep.
Article in English | MEDLINE | ID: mdl-34053112

ABSTRACT

BACKGROUND: The prevalence of multiple myeloma is increasing and there is a need to evaluate escalating therapy costs (Canadian Cancer Statistics A, 2020). The MYX.1 phase II trial showed that high-dose weekly carfilzomib, cyclophosphamide, and dexamethasone (wKCD) is efficacious in relapsed and refractory disease. We conducted a descriptive cost analysis, from the perspective of the Canadian public healthcare system, using trial data. METHODS: The primary outcome was the mean total cost per patient. Resource utilization data were collected from all 75 trial patients over a trial time horizon. Costs are presented in Canadian dollars (2020). RESULTS: The cost of treatment was calculated from the time of patient (pt) enrollment until the second data lock. The mean total cost was $203 336.08/pt (range $17 891.27-$505 583.55) Canadian dollars (CAD, where 1 CAD = 0.67 Euro (EUR)) and $14 081.45/pt per cycle. The median number of cycles was 15. The predominant cost driver was the cost of chemotherapy accounting for an average of $179 332.78/pt or $12 419.17/pt per cycle. Carfilzomib acquisition accounted for the majority of chemotherapy costs - $162 471.65/pt or $11 251.50/pt per cycle. Fifty-six percent (56%) of patients had at least one hospitalization during the trial period with an average cost of $12 657.86 per hospitalization. Three patients developed thrombotic microangiopathy (TMA) with an average cost of $18 863.32/pt including the cost of hospitalizations and therapeutic plasma exchange. CONCLUSIONS: High-dose wKCD is an active triplet regimen for relapsed and refractory multiple myeloma (RRMM) associated with reduced total cost compared with twice-weekly carfilzomib-based regimens.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/economics , Cost of Illness , Costs and Cost Analysis , Cyclophosphamide/economics , Dexamethasone/economics , Multiple Myeloma/economics , Oligopeptides/economics , Adult , Aged , Aged, 80 and over , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Canada , Cyclophosphamide/therapeutic use , Dexamethasone/therapeutic use , Drug Administration Schedule , Drug Resistance, Neoplasm , Female , Hospitalization/economics , Hospitalization/statistics & numerical data , Humans , Male , Middle Aged , Multiple Myeloma/drug therapy , Multiple Myeloma/mortality , Multiple Myeloma/pathology , Oligopeptides/therapeutic use , Patient Acceptance of Health Care/statistics & numerical data , Recurrence , Survival Analysis , Treatment Outcome
4.
Am J Hematol ; 92(5): 467-472, 2017 May.
Article in English | MEDLINE | ID: mdl-28230270

ABSTRACT

Patients with indolent non-Hodgkin lymphoma (NHL) have multiple treatment options yet there is no consensus as to the best initial therapy. Lenalidomide, an immunomodulatory agent, has single agent activity in relapsed lymphoma. This trial was conducted to assess feasibility, efficacy, and safety of adding lenalidomide to rituximab, cyclophosphamide, and dexamethasone (LR-CD) in untreated indolent NHL patients requiring therapy. This was a single institution phase II trial. Treatment consisted of IV rituximab 375 mg/m2 day 1; oral lenalidomide 20 mg days 1-21; cyclophosphamide 250 mg/m2 days 1, 8, and 15; and dexamethasone 40 mg days 1, 8, 15, and 22 of a 28-day cycle. Treatment continued 2 cycles beyond best response for a maximum of 12 cycles without rituximab maintenance. Thirty-three patients were treated. Median age was 68 (43-83 years). 39% had stage IV disease. Histologic subtypes included 8 follicular lymphoma (FL), 7 marginal zone lymphoma (MZL) (1 splenic, 2 extranodal, and 4 nodal), 15 Waldenström's macroglobulinemia (WM), 1 lymphoplasmacytic lymphoma, 1 small lymphocytic lymphoma, and 1 low-grade B-cell lymphoma with plasmacytic differentiation (unable to be classified better as MZL or LPL). Hematologic toxicity was the most common adverse event. Median time of follow-up was 23.4 months (range 1.8-50.9). The overall response rate was 87.9%, with 30.3% complete response. The median duration of response was 38.7 months. The median progression free survival was 39.7 months, while median overall survival (OS) has not yet been reached. Lenalidomide can be safely added to a simple regimen of rituximab, oral cyclophosphamide, and dexamethasone and is an effective combination as initial therapy for low-grade B-cell NHL.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Lymphoma, Non-Hodgkin/drug therapy , Adult , Aged , Aged, 80 and over , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Cyclophosphamide/administration & dosage , Dexamethasone/administration & dosage , Disease-Free Survival , Female , Humans , Lenalidomide , Lymphoma, B-Cell/drug therapy , Lymphoma, Non-Hodgkin/pathology , Male , Middle Aged , Remission Induction , Rituximab/administration & dosage , Survival Analysis , Thalidomide/administration & dosage , Thalidomide/analogs & derivatives , Treatment Outcome
5.
Cancer Cell ; 13(2): 167-80, 2008 Feb.
Article in English | MEDLINE | ID: mdl-18242516

ABSTRACT

By misdirecting the activity of Activation-Induced Deaminase (AID) to a conditional MYC transgene, we have achieved sporadic, AID-dependent MYC activation in germinal center B cells of Vk*MYC mice. Whereas control C57BL/6 mice develop benign monoclonal gammopathy with age, all Vk*MYC mice progress to an indolent multiple myeloma associated with the biological and clinical features highly characteristic of the human disease. Furthermore, antigen-dependent myeloma could be induced by immunization with a T-dependent antigen. Consistent with these findings in mice, more frequent MYC rearrangements, elevated levels of MYC mRNA, and MYC target genes distinguish human patients with multiple myeloma from individuals with monoclonal gammopathy, implicating a causal role for MYC in the progression of monoclonal gammopathy to multiple myeloma.


Subject(s)
Cytidine Deaminase/metabolism , Germinal Center/pathology , Multiple Myeloma/enzymology , Multiple Myeloma/pathology , Proto-Oncogene Proteins c-myc/genetics , Transgenes/genetics , Animals , Antigens, Neoplasm/immunology , Cell Proliferation , Codon, Terminator/genetics , DNA Mutational Analysis , Disease Models, Animal , Disease Progression , Drug Screening Assays, Antitumor , Gene Expression Profiling , Humans , Immunization , Mice , Models, Biological , Molecular Sequence Data , Multiple Myeloma/immunology , Organ Specificity , Paraproteinemias/pathology , Plasma Cells/enzymology , Plasma Cells/pathology , Protein Engineering , Somatic Hypermutation, Immunoglobulin/genetics
6.
Br J Haematol ; 170(3): 384-90, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25904266

ABSTRACT

Follicular lymphoma (FL) in young adults (YA, <40 years old) is uncommon, and the clinical characteristics and outcomes of this group are not well defined. We conducted a retrospective database review of 427 patients with newly diagnosed FL aged 65 years or less registered at Princess Margaret Cancer Centre between 1995 and 2010. YA (n = 61) and those 40-65 (n = 366) were compared with regards to clinical stage at diagnosis, FL International Prognostic Index (FLIPI) score, and the following clinical outcomes: time to second treatment, cause-specific survival (CSS) and overall survival (OS). At diagnosis, stage and FLIPI score were similar, as were the proportion of patients requiring therapy (YA 75% versus older adults 71%). Median follow-up was 8.1 years. Time to second therapy was similar in both age groups (5-year probability 23% YA versus 27% older adults; Gray's P-value = 0.76). Ten-year OS was significantly higher for YA (87% versus older adults 72%; P = 0.029). On multivariate analysis, age <40 years, low FLIPI score and observation as initial management were favourable prognostic factors for OS and CSS. We conclude that YA with FL have a favourable prognosis compared to older patients; whether this reflects competing mortality risks or age-related differences in lymphoma biology warrants further investigation.


Subject(s)
Databases, Factual , Lymphoma, Follicular/mortality , Lymphoma, Follicular/therapy , Adult , Age Factors , Aged , Disease-Free Survival , Female , Follow-Up Studies , Humans , Male , Middle Aged , Neoplasm Staging , Retrospective Studies , Survival Rate , Young Adult
7.
Cancer Cell ; 12(2): 131-44, 2007 Aug.
Article in English | MEDLINE | ID: mdl-17692805

ABSTRACT

Activation of NF-kappaB has been noted in many tumor types, however only rarely has this been linked to an underlying genetic mutation. An integrated analysis of high-density oligonucleotide array CGH and gene expression profiling data from 155 multiple myeloma samples identified a promiscuous array of abnormalities contributing to the dysregulation of NF-kappaB in approximately 20% of patients. We report mutations in ten genes causing the inactivation of TRAF2, TRAF3, CYLD, cIAP1/cIAP2 and activation of NFKB1, NFKB2, CD40, LTBR, TACI, and NIK that result primarily in constitutive activation of the noncanonical NF-kappaB pathway, with the single most common abnormality being inactivation of TRAF3. These results highlight the critical importance of the NF-kappaB pathway in the pathogenesis of multiple myeloma.


Subject(s)
Gene Expression Regulation, Neoplastic , Multiple Myeloma/genetics , Mutation/genetics , NF-kappa B/genetics , Neoplasm Proteins/metabolism , Adenoviridae , Baculoviral IAP Repeat-Containing 3 Protein , CD40 Antigens/genetics , CD40 Antigens/metabolism , Cells, Cultured , Deubiquitinating Enzyme CYLD , Enzyme Activation , Fluorescent Antibody Technique , Gene Deletion , Gene Expression Profiling , Humans , Immunoblotting , Immunoenzyme Techniques , In Situ Hybridization, Fluorescence , Inhibitor of Apoptosis Proteins/genetics , Inhibitor of Apoptosis Proteins/metabolism , Lymphotoxin beta Receptor/genetics , Lymphotoxin beta Receptor/metabolism , Multiple Myeloma/metabolism , Multiple Myeloma/pathology , NF-kappa B/metabolism , NF-kappa B p50 Subunit/genetics , NF-kappa B p50 Subunit/metabolism , NF-kappa B p52 Subunit/genetics , NF-kappa B p52 Subunit/metabolism , Neoplasm Proteins/genetics , Nucleic Acid Hybridization , Plasmids , Polymerase Chain Reaction , Protein Serine-Threonine Kinases/genetics , Protein Serine-Threonine Kinases/metabolism , Signal Transduction , TNF Receptor-Associated Factor 2/genetics , TNF Receptor-Associated Factor 2/metabolism , TNF Receptor-Associated Factor 3/genetics , TNF Receptor-Associated Factor 3/metabolism , Transfection , Transmembrane Activator and CAML Interactor Protein/genetics , Transmembrane Activator and CAML Interactor Protein/metabolism , Tumor Suppressor Proteins/genetics , Tumor Suppressor Proteins/metabolism , Ubiquitin-Protein Ligases , NF-kappaB-Inducing Kinase
8.
J Oncol Pharm Pract ; 21(4): 285-92, 2015 Aug.
Article in English | MEDLINE | ID: mdl-24781451

ABSTRACT

Subcutaneous injection is now commonly used as a standard for bortezomib administration. The bortezomib (Velcade(®)) product monograph recommends that intravenous injections be prepared at a concentration of 1 mg/mL, while subcutaneous injections may be prepared at a concentration of 2.5 mg/mL. Many institutions and subcutaneous administration guidelines use 2 mL as the maximum volume for subcutaneous injection. Using 2 mL as the maximum volume for injection would mean that many patients receiving bortezomib will receive two injections during each visit with common dosing parameters. In this prospective study evaluating a change to subcutaneous administration, bortezomib 1 mg/mL was administered subcutaneously at a higher maximum of 3 mL per injection site. For 57 individual patients, 339 doses were administered. Skin reactions were noted in 42% with all reactions being Grade 1 or 2. Patients tolerated subcutaneous injections well and only four patients were switched back to intravenous route. This is the first time that subcutaneous bortezomib of a volume up to a maximum of 3 mL (bortezomib 3 mg) per injection site has been reported. This higher single dose is well tolerated with limited skin reactions, no significant hypotension and facilitates ease of administration with only 5 patients needing two injections per visit. If the maximum volume for injection was kept at 2 mL, a total of 46 patients would have received two injections per visit.


Subject(s)
Antineoplastic Agents/administration & dosage , Antineoplastic Agents/adverse effects , Bortezomib/administration & dosage , Bortezomib/adverse effects , Adult , Aged , Aged, 80 and over , Dose-Response Relationship, Drug , Drug Administration Schedule , Drug Eruptions/diagnosis , Female , Humans , Injections, Subcutaneous , Male , Middle Aged
9.
Br J Haematol ; 164(5): 722-8, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24266428

ABSTRACT

Autologous stem-cell transplant has been widely used to treat patients with AL amyloidosis. However, transplant-related mortality rates are high, and a recent randomized trial suggested that non-transplant regimens produced comparable results with less toxicity. In order to define the role of patient selection in stem cell transplantation, we evaluated 78 consecutive AL amyloidosis patients transplanted at our centre. Transplant-related mortality occurred in 11·5%. Complete haematological response and organ response were achieved in 56% and 60%. Median overall survival was significantly lower for patients with brain-type natriuretic peptide (BNP) >300 pg/ml (17·5 months vs. not-reached) (P = 0·0004), troponin-I >0·07 ng/ml (13·5 months vs. not-reached) (P = 0·00001) and those not achieving a complete haematological response (88 months vs. not-reached) (P = 0·0345); high BNP and troponin-I were the most important predictive factors in a multivariate analysis. Based on this study, patients with BNP <300 pg/ml and/or normal levels of troponin-I should be considered transplant candidates.


Subject(s)
Amyloidosis/therapy , Hematopoietic Stem Cell Transplantation/methods , Adult , Aged , Amyloidosis/blood , Biomarkers/blood , Female , Hematopoietic Stem Cell Transplantation/adverse effects , Humans , Male , Middle Aged , Natriuretic Peptide, Brain/blood , Patient Selection , Retrospective Studies , Survival Analysis , Treatment Outcome , Troponin I/blood
10.
Br J Haematol ; 162(4): 483-8, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23772701

ABSTRACT

Involvement of the central nervous system (CNS) in multiple myeloma (MM) is a rare complication, with reported survival of <6 months. This report describes 37 MM patients with leptomeningeal and/or parenchymal brain involvement treated at our institution and identifies factors associated with long-term survival. From January 1999 to December 2010, 37 patients with CNS MM were evaluated at our institution. Clinical characteristics, treatment and survival were retrospectively collected. CNS disease was present at MM diagnosis in 24% and at relapse in 76%. Plasma cell leukemia (40%) and skull plasmacytomas (65%) were common, suggesting haematological and contiguous spread. Intrathecal (IT) chemotherapy was used in 81%, cranial and/or spinal irradiation in 78%, and various systemic therapies [immunomodulatory agents (IMiDs) (51%), cisplatin-based (DPACE; cisplatin, doxorubicin, cyclophosphamide, etoposide) (27%), bortezomib (19%), alkylators (11%), dexamethasone alone (8%), auto-transplant (5%)]. Median survival from CNS disease was only 4·6 months [95% confidence interval (CI): 2·8-6·7]; however, nine patients had prolonged survival (median: 17·1 months, 95% CI: 13·2-67·4). In general, these long-term survivors were treated with radiotherapy, multi-dosing IT chemotherapy, and IMiD-containing therapy. CNS MM is a highly aggressive disease but in our experience, long-term survival can be achieved with the combination of multi-dosing IT chemotherapy, radiation and IMiD-based therapy.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Central Nervous System/pathology , Cranial Irradiation , Immunologic Factors/therapeutic use , Multiple Myeloma/pathology , Radiotherapy, Adjuvant , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Boronic Acids/administration & dosage , Bortezomib , Cisplatin/administration & dosage , Combined Modality Therapy , Cyclophosphamide/administration & dosage , Dexamethasone/therapeutic use , Disease-Free Survival , Doxorubicin/administration & dosage , Doxorubicin/therapeutic use , Etoposide/administration & dosage , Female , Hematopoietic Stem Cell Transplantation , Humans , Immunologic Factors/administration & dosage , Injections, Spinal , Kaplan-Meier Estimate , Lenalidomide , Male , Meninges/pathology , Middle Aged , Multiple Myeloma/drug therapy , Multiple Myeloma/mortality , Multiple Myeloma/radiotherapy , Multiple Myeloma/surgery , Orbit/pathology , Proportional Hazards Models , Pyrazines/administration & dosage , Retrospective Studies , Salvage Therapy , Spine/pathology , Thalidomide/administration & dosage , Thalidomide/analogs & derivatives , Thalidomide/therapeutic use , Transplantation, Autologous , Treatment Outcome , Vincristine/therapeutic use
11.
Blood ; 117(14): 3847-57, 2011 Apr 07.
Article in English | MEDLINE | ID: mdl-21289309

ABSTRACT

The molecular target(s) cooperating with proteasome inhibition in multiple myeloma (MM) remain unknown. We therefore measured proliferation in MM cells transfected with 13 984 small interfering RNAs in the absence or presence of increasing concentrations of bortezomib. We identified 37 genes, which when silenced, are not directly cytotoxic but do synergistically potentiate the growth inhibitory effects of bortezomib. To focus on bortezomib sensitizers, genes that also sensitized MM to melphalan were excluded. When suppressed, the strongest bortezomib sensitizers were the proteasome subunits PSMA5, PSMB2, PSMB3, and PSMB7 providing internal validation, but others included BAZ1B, CDK5, CDC42SE2, MDM4, NME7, RAB8B, TFE3, TNFAIP3, TNK1, TOP1, VAMP2, and YY1. The strongest hit CDK5 also featured prominently in pathway analysis of primary screen data. Cyclin-dependent kinase 5 (CDK5) is expressed at high levels in MM and neural tissues with relatively low expression in other organs. Viral shRNA knockdown of CDK5 consistently sensitized 5 genetically variable MM cell lines to proteasome inhibitors (bortezomib and carfilzomib). Small-molecule CDK5 inhibitors were demonstrated to synergize with bortezomib to induce cytotoxicity of primary myeloma cells and myeloma cell lines. CDK5 regulation of proteasome subunit PSMB5 was identified as a probable route to sensitization.


Subject(s)
Antineoplastic Agents/pharmacology , Cyclin-Dependent Kinase 5/physiology , Drug Resistance, Neoplasm/genetics , Enzyme Inhibitors/therapeutic use , Multiple Myeloma/genetics , Proteasome Inhibitors , RNA, Small Interfering/isolation & purification , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/isolation & purification , Boronic Acids/administration & dosage , Boronic Acids/pharmacology , Bortezomib , Cyclin-Dependent Kinase 5/antagonists & inhibitors , Cyclin-Dependent Kinase 5/genetics , Cyclin-Dependent Kinase 5/isolation & purification , Drug Resistance, Neoplasm/drug effects , Drug Screening Assays, Antitumor/methods , Drug Synergism , Enzyme Inhibitors/administration & dosage , Enzyme Inhibitors/pharmacology , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/drug effects , Gene Regulatory Networks , Genome, Human/drug effects , High-Throughput Screening Assays , Humans , Microarray Analysis , Multiple Myeloma/drug therapy , Multiple Myeloma/metabolism , Proteasome Endopeptidase Complex/genetics , Proteasome Endopeptidase Complex/metabolism , Proteasome Endopeptidase Complex/physiology , Pyrazines/administration & dosage , Pyrazines/pharmacology , RNA Interference/physiology , RNA, Small Interfering/analysis , RNA, Small Interfering/genetics , Tumor Cells, Cultured
12.
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
13.
Clin Lymphoma Myeloma Leuk ; 23(2): e97-e106, 2023 02.
Article in English | MEDLINE | ID: mdl-36564313

ABSTRACT

BACKGROUND: Salvage transplant has been historically considered effective therapy for myeloma patients relapsing after first transplant, if they achieved adequate remission duration. However, the efficacy of novel agent combinations has called this paradigm into question. MATERIALS AND METHODS: We performed a retrospective analysis in a homogeneously treated cohort of 106 patients undergoing ASCT2 at our institution, all of whom received novel agent-based chemotherapy (immunomodulatory agent [IMiD] and/or proteasome inhibitor [PI]) for both induction and relapse. As an exploratory objective we assessed whether predictive thresholds of progression free survival post first transplant (ASCT1) for benefit post ASCT2 vary with use of IMiD maintenance post ASCT1. RESULTS: The overall response rate (ORR) was 98% post-ASCT2 and treatment-related mortality (TRM) was low at 1.8%. With a median follow-up of 26 months (range 0.5-85) from ASCT2, median overall survival (OS) is estimated at 80 months (95% CI: ≥ 49-months) and median progression-free survival after ASCT2 (PFS2) at 24 months (95% CI 19-39). PFS post first transplant (PFS1) at >/= 50 months was associated with improved OS. Predictors of PFS2 included PFS1 ≤42 months and progression on IMiD-based maintenance post- ASCT1. CONCLUSION: ASCT2 continues to offer acceptable outcomes for most patients treated within modern day treatment paradigms, with longer PFS after ASCT1 and IMiD non-refractory disease being associated with improved outcomes.


Subject(s)
Hematopoietic Stem Cell Transplantation , Multiple Myeloma , Humans , Multiple Myeloma/drug therapy , Autografts , Salvage Therapy , Retrospective Studies , Neoplasm Recurrence, Local/drug therapy , Transplantation, Autologous , Antineoplastic Combined Chemotherapy Protocols/adverse effects
14.
Clin Lymphoma Myeloma Leuk ; 23(11): 850-856, 2023 11.
Article in English | MEDLINE | ID: mdl-37689547

ABSTRACT

INTRODUCTION: According to previous data, higher yields of stem-cells collected to support autologous transplantation may predict for improved outcomes. We aimed to assess the association between high stem-cells collection and survival outcomes in multiple myeloma (MM) MATERIALS AND METHODS: We reviewed all patients who underwent autologous transplantation for MM at our center over a 10-year period, and initially used a predefined threshold of 8 × 106/kg used in previous studies. RESULTS: Six hundred twenty-one patients were analyzed. Higher mobilization did not correlate with favorable outcomes post-transplant. The most efficient mobilizers, collecting ≥8 × 106/kg (n = 478) achieved a shorter median progression-free survival (PFS) of 24.1m versus 34.5m in patients collecting 4.5 to 8 × 106/kg (n = 129). A small group (n = 14) collecting ≤4.5 × 106/kg but minimum of 2 × 106/kg to support autologous transplantation exhibited the worst outcomes (median PFS 11.4m). Further analysis of potential confounders identified greater use of bortezomib induction in the lower mobilizers, however, sensitivity analysis in patients receiving bortezomib revealed similar results- worst outcomes to the most efficient mobilizers. CONCLUSION: Although bortezomib is not considered stem-cell toxic, it may be associated with lower stem cell collection yields. Bortezomib's efficacy at induction may partially explain the improved outcomes, however, other factors may be involved, and are discussed. We can conclude that with our large cohort and long follow-up, high stem-cell mobilization does not appear to predict for a long-term survival advantage.


Subject(s)
Hematopoietic Stem Cell Transplantation , Multiple Myeloma , Peripheral Blood Stem Cell Transplantation , Humans , Multiple Myeloma/therapy , Transplantation, Autologous , Bortezomib/therapeutic use , Hematopoietic Stem Cell Mobilization , Retrospective Studies
15.
Blood ; 115(8): 1594-604, 2010 Feb 25.
Article in English | MEDLINE | ID: mdl-19996089

ABSTRACT

A paucity of validated kinase targets in human multiple myeloma has delayed clinical deployment of kinase inhibitors in treatment strategies. We therefore conducted a kinome-wide small interfering RNA (siRNA) lethality study in myeloma tumor lines bearing common t(4;14), t(14;16), and t(11;14) translocations to identify critically vulnerable kinases in myeloma tumor cells without regard to preconceived mechanistic notions. Fifteen kinases were repeatedly vulnerable in myeloma cells, including AKT1, AK3L1, AURKA, AURKB, CDC2L1, CDK5R2, FES, FLT4, GAK, GRK6, HK1, PKN1, PLK1, SMG1, and TNK2. Whereas several kinases (PLK1, HK1) were equally vulnerable in epithelial cells, others and particularly G protein-coupled receptor kinase, GRK6, appeared selectively vulnerable in myeloma. GRK6 inhibition was lethal to 6 of 7 myeloma tumor lines but was tolerated in 7 of 7 human cell lines. GRK6 exhibits lymphoid-restricted expression, and from coimmunoprecipitation studies we demonstrate that expression in myeloma cells is regulated via direct association with the heat shock protein 90 (HSP90) chaperone. GRK6 silencing causes suppression of signal transducer and activator of transcription 3 (STAT3) phosphorylation associated with reduction in MCL1 levels and phosphorylation, illustrating a potent mechanism for the cytotoxicity of GRK6 inhibition in multiple myeloma (MM) tumor cells. As mice that lack GRK6 are healthy, inhibition of GRK6 represents a uniquely targeted novel therapeutic strategy in human multiple myeloma.


Subject(s)
G-Protein-Coupled Receptor Kinases/metabolism , Multiple Myeloma/enzymology , RNA, Small Interfering , Animals , Cell Line, Tumor , Chromosomes, Human/genetics , Chromosomes, Human/metabolism , G-Protein-Coupled Receptor Kinases/antagonists & inhibitors , G-Protein-Coupled Receptor Kinases/genetics , Gene Silencing/drug effects , HSP90 Heat-Shock Proteins/genetics , HSP90 Heat-Shock Proteins/metabolism , Humans , Mice , Multiple Myeloma/drug therapy , Multiple Myeloma/genetics , Phosphorylation/drug effects , Phosphorylation/genetics , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/therapeutic use , Protein Kinases/genetics , Protein Kinases/metabolism , STAT3 Transcription Factor/genetics , STAT3 Transcription Factor/metabolism , Translocation, Genetic/drug effects , Translocation, Genetic/genetics
16.
Amyloid ; 29(1): 23-30, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34519603

ABSTRACT

BACKGROUND: The main objective of treatment in systemic light chain amyloidosis (AL amyloidosis) is to achieve the best hematological response. Deeper responses are associated with better organ responses and survival. In this study, we analysed the efficacy of prolonged duration treatment after first line in patients with AL amyloidosis. METHODS: Retrospective analysis that included patients older than 18 years with AL amyloidosis. We excluded patients with more than 30% marrow plasmacytosis or concurrent multiple myeloma. Two cohorts identified accordingly if they received or not prolonged treatment after the first line. Survival analysis regarding progression free survival (PFS) and overall survival (OS) estimated with Kaplan-Meier and comparisons between groups with log-rank. RESULTS: Thirty-eight patients were included in the analysis with a median age of 55 years. Twenty-one patients received prolonged duration treatment and 17 did not. In the prolonged duration group, after a median duration of 12 months, the median PFS was 58.8 months. In the fixed duration treatment group, PFS was 30.6 months. The difference was significant with p = .0045 favouring prolonged duration treatment. Organ response was sustained for a longer period in the prolonged duration treatment group. For OS, the difference was not significant. CONCLUSIONS: Prolonged duration treatment in patients with systemic light chain amyloidosis correlated with better PFS and deeper organ responses. Prospective studies are needed to analyse this further.


Subject(s)
Amyloidosis , Immunoglobulin Light-chain Amyloidosis , Multiple Myeloma , Amyloidosis/drug therapy , Humans , Immunoglobulin Light-chain Amyloidosis/drug therapy , Middle Aged , Retrospective Studies , Survival Analysis , Treatment Outcome
17.
J Clin Invest ; 118(5): 1750-64, 2008 May.
Article in English | MEDLINE | ID: mdl-18431519

ABSTRACT

Knockout and transgenic studies in mice demonstrate that normal somatic tissues redundantly express 3 cyclin D proteins, whereas tumor cells seem dependent on a single overexpressed cyclin D. Thus, selective suppression of the individual cyclin D deregulated in a tumor represents a biologically valid approach to targeted cancer therapy. In multiple myeloma, overexpression of 1 of the cyclin D proteins is a ubiquitous feature, unifying at least 7 different initiating genetic events. We demonstrate here that RNAi of genes encoding cyclin D1 and cyclin D2 (CCND1 and CCND2, respectively) inhibits proliferation and is progressively cytotoxic in human myeloma cells. By screening a chemical library using a cell-based assay for inhibition of CCND2 trans-activation, we identified the plant cytokinin kinetin riboside as an inhibitor of CCND2 trans-activation. Kinetin riboside induced marked suppression of CCND2 transcription and rapidly suppressed cyclin D1 and D2 protein expression in primary myeloma cells and tumor lines, causing cell-cycle arrest, tumor cell-selective apoptosis, and inhibition of myeloma growth in xenografted mice. Mechanistically, kinetin riboside upregulated expression of transcription repressor isoforms of cAMP-response element modulator (CREM) and blocked both trans-activation of CCND2 by various myeloma oncogenes and cis-activation of translocated CCND1, suggesting induction of an overriding repressor activity that blocks multiple oncogenic pathways targeting cyclin D genes. These data support targeted repression of cyclin D genes as a therapeutic strategy for human malignancies.


Subject(s)
Antineoplastic Agents/metabolism , Cyclins , Kinetin/genetics , Multiple Myeloma , Nucleosides , Animals , Cell Cycle/physiology , Cell Line, Tumor/drug effects , Cyclin D , Cyclin D2 , Cyclins/genetics , Cyclins/metabolism , Female , Gene Expression Regulation , Humans , Kinetin/metabolism , Lentivirus/genetics , Lentivirus/metabolism , Mice , Mice, Nude , Molecular Structure , Multiple Myeloma/drug therapy , Multiple Myeloma/genetics , Multiple Myeloma/metabolism , NIH 3T3 Cells , Nucleosides/genetics , Nucleosides/metabolism , Nucleosides/pharmacology , Nucleosides/therapeutic use , Promoter Regions, Genetic , RNA Interference , Transplantation, Heterologous
18.
Blood ; 113(17): 4027-37, 2009 Apr 23.
Article in English | MEDLINE | ID: mdl-19096011

ABSTRACT

As multiple myeloma tumors universally dysregulate cyclin D genes we conducted high-throughput chemical library screens for compounds that induce suppression of cyclin D2 promoter transcription. The top-ranked compound was a natural triterpenoid, pristimerin. Strikingly, the early transcriptional response of cells treated with pristimerin closely resembles cellular responses elicited by proteosome inhibitors, with rapid induction of heat shock proteins, activating transcription factor 3 (ATF3), and CHOP. Enzymatic assays and immunoblotting confirm that pristimerin rapidly (< 90 minutes) and specifically inhibits chymotrypsin-like proteosome activity at low concentrations (< 100 nM) and causes accumulation of cellular ubiquitinated proteins. Notably, cytotoxic triterpenoids including pristimerin inhibit NF-kappaB activation via inhibition of IKK alpha or IKK beta, whereas proteosome inhibitors instead suppress NF-kappaB function by impairing degradation of ubiquitinated I kappaB. By inhibiting both IKK and the proteosome, pristimerin causes overt suppression of constitutive NF-kappaB activity in myeloma cells that may mediate its suppression of cyclin D. Multiple myeloma is exquisitely sensitive to proteosome or NF-kappaB pathway inhibition. Consistent with this, pristimerin is potently and selectively lethal to primary myeloma cells (IC(50) < 100 nM), inhibits xenografted plasmacytoma tumors in mice, and is synergistically cytotoxic with bortezomib--providing the rationale for pharmaceutical development of triterpenoid dual-function proteosome/NF-kappaB inhibitors as therapeutics for human multiple myeloma and related malignancies.


Subject(s)
Antineoplastic Agents/pharmacology , Biological Products/pharmacology , Chymases/antagonists & inhibitors , Multiple Myeloma/metabolism , NF-kappa B/antagonists & inhibitors , Proteasome Inhibitors , Triterpenes/pharmacology , Animals , Antineoplastic Agents/chemistry , Apoptosis/drug effects , Biological Products/chemistry , Bone Marrow Cells/cytology , Bone Marrow Cells/drug effects , Cell Lineage , Cells, Cultured , Chymases/metabolism , Coculture Techniques , Combinatorial Chemistry Techniques , Cyclin D , Cyclins/genetics , Cyclins/metabolism , Drug Screening Assays, Antitumor , Enzyme Activation/drug effects , Gene Expression Regulation, Neoplastic/drug effects , Humans , Mice , Molecular Structure , Multiple Myeloma/pathology , NF-kappa B/metabolism , Pentacyclic Triterpenes , Proteasome Endopeptidase Complex/metabolism , Transcriptional Activation/drug effects , Triterpenes/chemistry , Xenograft Model Antitumor Assays
19.
Clin Cancer Res ; 27(19): 5401-5414, 2021 10 01.
Article in English | MEDLINE | ID: mdl-34168051

ABSTRACT

PURPOSE: The efficacy of EZH2 inhibition has been modest in the initial clinical exploration of diffuse large B-cell lymphoma (DLBCL), yet EZH2 inhibitors are well tolerated. Herein, we aimed to uncover genetic and pharmacologic opportunities to enhance the clinical efficacy of EZH2 inhibitors in DLBCL. EXPERIMENTAL DESIGN: We conducted a genome-wide sensitizing CRISPR/Cas9 screen with tazemetostat, a catalytic inhibitor of EZH2. The sensitizing effect of IKZF1 loss of function was then validated and leveraged for combination treatment with lenalidomide. RNA sequencing (RNA-seq) and chromatin immunoprecipitation sequencing analyses were performed to elucidate transcriptomic and epigenetic changes underlying synergy. RESULTS: We identified IKZF1 knockout as the top candidate for sensitizing DLBCL cells to tazemetostat. Treating cells with tazemetostat and lenalidomide, an immunomodulatory drug that selectively degrades IKAROS and AIOLOS, phenocopied the effects of the CRISPR/Cas9 screen. The combined drug treatment triggered either cell-cycle arrest or apoptosis in a broad range of DLBCL cell lines, regardless of EZH2 mutational status. Cell-line-based xenografts also showed slower tumor growth and prolonged survival in the combination treatment group. RNA-seq analysis revealed strong upregulation of interferon signaling and antiviral immune response signatures. Gene expression of key immune response factors such as IRF7 and DDX58 were induced in cells treated with lenalidomide and tazemetostat, with a concomitant increase of H3K27 acetylation at their promoters. Furthermore, transcriptome analysis demonstrated derepression of endogenous retroviruses after combination treatment. CONCLUSIONS: Our data underscore the synergistic interplay between IKAROS degradation and EZH2 inhibition on modulating epigenetic changes and ultimately enhancing antitumor effects in DLBCL.


Subject(s)
Enhancer of Zeste Homolog 2 Protein , Lymphoma, Large B-Cell, Diffuse , Apoptosis/genetics , Cell Cycle Checkpoints/genetics , Cell Line, Tumor , Enhancer of Zeste Homolog 2 Protein/genetics , Humans , Lenalidomide , Lymphoma, Large B-Cell, Diffuse/drug therapy , Lymphoma, Large B-Cell, Diffuse/genetics , Lymphoma, Large B-Cell, Diffuse/pathology
20.
J Med Chem ; 64(15): 11129-11147, 2021 08 12.
Article in English | MEDLINE | ID: mdl-34291633

ABSTRACT

Both previous and additional genetic knockdown studies reported herein implicate G protein-coupled receptor kinase 6 (GRK6) as a critical kinase required for the survival of multiple myeloma (MM) cells. Therefore, we sought to develop a small molecule GRK6 inhibitor as an MM therapeutic. From a focused library of known kinase inhibitors, we identified two hits with moderate biochemical potencies against GRK6. From these hits, we developed potent (IC50 < 10 nM) analogues with selectivity against off-target kinases. Further optimization led to the discovery of an analogue (18) with an IC50 value of 6 nM against GRK6 and selectivity against a panel of 85 kinases. Compound 18 has potent cellular target engagement and antiproliferative activity against MM cells and is synergistic with bortezomib. In summary, we demonstrate that targeting GRK6 with small molecule inhibitors represents a promising approach for MM and identify 18 as a novel, potent, and selective GRK6 inhibitor.


Subject(s)
Antineoplastic Agents/pharmacology , Drug Design , G-Protein-Coupled Receptor Kinases/antagonists & inhibitors , Multiple Myeloma/drug therapy , Protein Kinase Inhibitors/pharmacology , Quinazolines/pharmacology , Animals , Antineoplastic Agents/chemical synthesis , Antineoplastic Agents/chemistry , Cell Proliferation/drug effects , Cell Survival/drug effects , Dose-Response Relationship, Drug , Drug Screening Assays, Antitumor , G-Protein-Coupled Receptor Kinases/metabolism , Humans , Mice , Models, Molecular , Molecular Structure , Multiple Myeloma/metabolism , Multiple Myeloma/pathology , Protein Kinase Inhibitors/chemical synthesis , Protein Kinase Inhibitors/chemistry , Quinazolines/chemical synthesis , Quinazolines/chemistry , Structure-Activity Relationship
SELECTION OF CITATIONS
SEARCH DETAIL