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1.
Blood ; 143(16): 1565-1575, 2024 Apr 18.
Article in English | MEDLINE | ID: mdl-38252906

ABSTRACT

ABSTRACT: Bispecific antibodies (BsAb) that target CD3 and CD20 represent a new milestone in the treatment of patients with B-cell non-Hodgkin lymphoma. These drugs have demonstrated remarkable single-agent activity in patients with heavily pretreated disease, and 3 drugs have so far received regulatory approvals in various countries. However, BsAbs can potentially lead to severe toxicity associated with T-cell activation, particularly cytokine release syndrome (CRS). The anticipated widespread use of these off-the-shelf products poses challenges for implementation and highlights the need for guidance in anticipating, mitigating, and managing adverse events. In clinical trials, guidance for the evaluation and treatment of CRS and neurotoxicity associated with BsAb therapy has been modeled after algorithms originally created for chimeric antigen receptor (CAR) T-cell therapies and other immune effector therapies, yet notable differences in timing, quality, and severity exist between the toxicities of BsAbs and CAR T-cell therapies. We therefore convened an international panel of academic and community practice physicians, advanced practitioners, registered nurses, and pharmacists with experience using CD3×CD20 BsAbs in clinical trial and off-trial settings to provide comprehensive, consensus-based recommendations specific to the assessment and management of CD3×CD20 BsAb-related toxicities.


Subject(s)
Antibodies, Bispecific , Humans , Antibodies, Bispecific/therapeutic use , Consensus , Immunotherapy, Adoptive/adverse effects , Lymphocyte Activation
2.
Haematologica ; 2023 Oct 19.
Article in English | MEDLINE | ID: mdl-37855051

ABSTRACT

Primary bone diffuse large B cell lymphoma (DLBCL) is a rare variant of extranodal non-Hodgkin lymphoma (NHL) historically treated with induction chemotherapy followed by consolidative radiation therapy (RT). It remains unknown whether RT confers additional benefit following rituximab-based chemoimmunotherapy (CIT) induction in patients with limited-stage disease. We conducted a multicenter retrospective analysis of patients treated between 2005 and 2019 using rituximab-based CIT regimens with or without consolidative RT to discern whether consolidative RT adds benefit in patients with stage I-II disease that could be encompassed in one radiation field. A total of 112 patients were included: 78 received CIT and radiation (RT group), and 34 received CIT alone (no RT group). The OS at 10 years was 77.9% in the RT group and 89.0% in the no RT group (p = 0.42). The RFS at 10 years was 73.5% in the RT group and 80.3% in the no RT group (p = 0.88). Neither improved OS nor RFS was associated with the addition of consolidative RT. Subgroup analysis of patients only achieving a partial response after CIT suggests that these patients may benefit from consolidative RT.

3.
Clin Cancer Res ; 29(23): 4808-4821, 2023 12 01.
Article in English | MEDLINE | ID: mdl-37728879

ABSTRACT

PURPOSE: Tumor-infiltrating B lymphocytes (TIL-B) have demonstrated prognostic and predictive significance in solid cancers. In this study, we aimed to distinguish TIL-Bs from malignant B-cells in diffuse large B-cell lymphoma (DLBCL) and determine the clinical and biological significance. EXPERIMENTAL DESIGN: A total of 269 patients with de novo DLBCL from the International DLBCL R-CHOP Consortium Program were studied. Ultra-deep sequencing of the immunoglobulin genes was performed to determine B-cell clonotypes. The frequencies and numbers of TIL-B clonotypes in individual repertoires were correlated with patient survival, gene expression profiling (GEP) data, and frequencies of DLBCL-infiltrating immune cells quantified by fluorescent multiplex IHC at single-cell resolution. RESULTS: TIL-B abundance, evaluated by frequencies of normal B-cell clonotypes in the immunoglobulin repertoires, remarkably showed positive associations with significantly better survival of patients in our sequenced cohorts. DLBCLs with high versus low TIL-B abundance displayed distinct GEP signatures, increased pre-memory B-cell state and naïve CD4 T-cell state fractions, and higher CD4+ T-cell infiltration. TIL-B frequency, as a new biomarker in DLBCL, outperformed the germinal center (GC) B-cell-like/activated B-cell-like classification and TIL-T frequency. The identified TIL-B-high GEP signature, including genes upregulated during T-dependent B-cell activation and those highly expressed in normal GC B cells and T cells, showed significant favorable prognostic effects in several external validation cohorts. CONCLUSIONS: TIL-B frequency is a significant prognostic factor in DLBCL and plays a crucial role in antitumor immune responses. This study provides novel insights into the prognostic determinants in DLBCL and TIL-B functions with important therapeutic implications.


Subject(s)
B-Lymphocytes , Lymphoma, Large B-Cell, Diffuse , Humans , Prognosis , B-Lymphocytes/metabolism , Lymphoma, Large B-Cell, Diffuse/drug therapy , Immunity , Immunoglobulins/metabolism
5.
Cancer Res Commun ; 3(7): 1335-1349, 2023 07.
Article in English | MEDLINE | ID: mdl-37497337

ABSTRACT

Immunotherapy response score (IRS) integrates tumor mutation burden (TMB) and quantitative expression biomarkers to predict anti-PD-1/PD-L1 [PD-(L)1] monotherapy benefit. Here, we evaluated IRS in additional cohorts. Patients from an observational trial (NCT03061305) treated with anti-PD-(L)1 monotherapy were included and assigned to IRS-High (-H) versus -Low (-L) groups. Associations with real-world progression-free survival (rwPFS) and overall survival (OS) were determined by Cox proportional hazards (CPH) modeling. Those with available PD-L1 IHC treated with anti-PD-(L)1 with or without chemotherapy were separately assessed. Patients treated with PD-(L)1 and/or chemotherapy (five relevant tumor types) were assigned to three IRS groups [IRS-L divided into IRS-Ultra-Low (-UL) and Intermediate-Low (-IL), and similarly assessed]. In the 352 patient anti-PD-(L)1 monotherapy validation cohort (31 tumor types), IRS-H versus IRS-L patients had significantly longer rwPFS and OS. IRS significantly improved CPH associations with rwPFS and OS beyond microsatellite instability (MSI)/TMB alone. In a 189 patient (10 tumor types) PD-L1 IHC comparison cohort, IRS, but not PD-L1 IHC nor TMB, was significantly associated with anti-PD-L1 rwPFS. In a 1,103-patient cohort (from five relevant tumor types), rwPFS did not significantly differ in IRS-UL patients treated with chemotherapy versus chemotherapy plus anti-PD-(L)1, nor in IRS-H patients treated with anti-PD-(L)1 versus anti-PD-(L)1 + chemotherapy. IRS associations were consistent across subgroups, including both Europeans and non-Europeans. These results confirm the utility of IRS utility for predicting pan-solid tumor PD-(L)1 monotherapy benefit beyond available biomarkers and demonstrate utility for informing on anti-PD-(L)1 and/or chemotherapy treatment. Significance: This study confirms the utility of the integrative IRS biomarker for predicting anti-PD-L1/PD-1 benefit. IRS significantly improved upon currently available biomarkers, including PD-L1 IHC, TMB, and MSI status. Additional utility for informing on chemotherapy, anti-PD-L1/PD-1, and anti-PD-L1/PD-1 plus chemotherapy treatments decisions is shown.


Subject(s)
Neoplasms , Humans , Biomarkers, Tumor/genetics , Immunotherapy/methods , Neoplasms/drug therapy , Progression-Free Survival
6.
Commun Med (Lond) ; 3(1): 14, 2023 Feb 07.
Article in English | MEDLINE | ID: mdl-36750617

ABSTRACT

BACKGROUND: Anti-PD-1 and PD-L1 (collectively PD-[L]1) therapies are approved for many advanced solid tumors. Biomarkers beyond PD-L1 immunohistochemistry, microsatellite instability, and tumor mutation burden (TMB) may improve benefit prediction. METHODS: Using treatment data and genomic and transcriptomic tumor tissue profiling from an observational trial (NCT03061305), we developed Immunotherapy Response Score (IRS), a pan-tumor predictive model of PD-(L)1 benefit. IRS real-world progression free survival (rwPFS) and overall survival (OS) prediction was validated in an independent cohort of trial patients. RESULTS: Here, by Cox modeling, we develop IRS-which combines TMB with CD274, PDCD1, ADAM12 and TOP2A quantitative expression-to predict pembrolizumab rwPFS (648 patients; 26 tumor types; IRS-High or -Low groups). In the 248 patient validation cohort (248 patients; 24 tumor types; non-pembrolizumab PD-[L]1 monotherapy treatment), median rwPFS and OS are significantly longer in IRS-High vs. IRS-Low patients (rwPFS adjusted hazard ratio [aHR] 0.52, p = 0.003; OS aHR 0.49, p = 0.005); TMB alone does not significantly predict PD-(L)1 rwPFS nor OS. In 146 patients treated with systemic therapy prior to pembrolizumab monotherapy, pembrolizumab rwPFS is only significantly longer than immediately preceding therapy rwPFS in IRS-High patients (interaction test p = 0.001). In propensity matched lung cancer patients treated with first-line pembrolizumab monotherapy or pembrolizumab+chemotherapy, monotherapy rwPFS is significantly shorter in IRS-Low patients, but is not significantly different in IRS-High patients. Across 24,463 molecularly-evaluable trial patients, 7.6% of patients outside of monotherapy PD-(L)1 approved tumor types are IRS-High/TMB-Low. CONCLUSIONS: The validated, predictive, pan-tumor IRS model can expand PD-(L)1 monotherapy benefit outside currently approved indications.


Therapies activating the immune system (checkpoint inhibitors) have revolutionized the treatment of patients with advanced cancer, however new molecular tests may better identify patients who could benefit. Using treatment data and clinical molecular test results, we report the development and validation of Immunotherapy Response Score (IRS) to predict checkpoint inhibitor benefit. Across patients with more than 20 advanced cancer types, IRS better predicted checkpoint inhibitor benefit than currently available tests. Data from >20,000 patients showed that IRS identifies ~8% of patients with advanced cancer who may dramatically benefit from checkpoint inhibitors but would not receive them today based on currently available tests. Our approach may help clinicians to decide which patients should receive checkpoint inhibitors to treat their disease.

7.
Blood Cancer J ; 12(2): 25, 2022 02 01.
Article in English | MEDLINE | ID: mdl-35105854

ABSTRACT

Multiple studies have demonstrated that diffuse large B-cell lymphoma (DLBCL) can be divided into subgroups based on their biology; however, these biological subgroups overlap clinically. Using machine learning, we developed an approach to stratify patients with DLBCL into four subgroups based on survival characteristics. This approach uses data from the targeted transcriptome to predict these survival subgroups. Using the expression levels of 180 genes, our model reliably predicted the four survival subgroups and was validated using independent groups of patients. Multivariate analysis showed that this patient stratification strategy encompasses various biological characteristics of DLBCL, and only TP53 mutations remained an independent prognostic biomarker. This novel approach for stratifying patients with DLBCL, based on the clinical outcome of rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone therapy, can be used to identify patients who may not respond well to these types of therapy, but would otherwise benefit from alternative therapy and clinical trials.


Subject(s)
Lymphoma, Large B-Cell, Diffuse , Transcriptome , Algorithms , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Cyclophosphamide/therapeutic use , Doxorubicin/therapeutic use , Humans , Lymphoma, Large B-Cell, Diffuse/diagnosis , Lymphoma, Large B-Cell, Diffuse/drug therapy , Lymphoma, Large B-Cell, Diffuse/genetics , Machine Learning , Prednisone/therapeutic use , Prognosis , Rituximab/therapeutic use , Vincristine/therapeutic use
8.
Clin Cancer Res ; 28(5): 972-983, 2022 Mar 01.
Article in English | MEDLINE | ID: mdl-34980601

ABSTRACT

PURPOSE: Diffuse large B-cell lymphoma (DLBCL) is molecularly and clinically heterogeneous, and can be subtyped according to genetic alterations, cell-of-origin, or microenvironmental signatures using high-throughput genomic data at the DNA or RNA level. Although high-throughput proteomic profiling has not been available for DLBCL subtyping, MYC/BCL2 protein double expression (DE) is an established prognostic biomarker in DLBCL. The purpose of this study is to reveal the relative prognostic roles of DLBCL genetic, phenotypic, and microenvironmental biomarkers. EXPERIMENTAL DESIGN: We performed targeted next-generation sequencing; IHC for MYC, BCL2, and FN1; and fluorescent multiplex IHC for microenvironmental markers in a large cohort of DLBCL. We performed correlative and prognostic analyses within and across DLBCL genetic subtypes and MYC/BCL2 double expressors. RESULTS: We found that MYC/BCL2 double-high-expression (DhE) had significant adverse prognostic impact within the EZB genetic subtype and LymphGen-unclassified DLBCL cases but not within MCD and ST2 genetic subtypes. Conversely, KMT2D mutations significantly stratified DhE but not non-DhE DLBCL. T-cell infiltration showed favorable prognostic effects within BN2, MCD, and DhE but unfavorable effects within ST2 and LymphGen-unclassified cases. FN1 and PD-1-high expression had significant adverse prognostic effects within multiple DLBCL genetic/phenotypic subgroups. The prognostic effects of DhE and immune biomarkers within DLBCL genetic subtypes were independent although DhE and high Ki-67 were significantly associated with lower T-cell infiltration in LymphGen-unclassified cases. CONCLUSIONS: Together, these results demonstrated independent and additive prognostic effects of phenotypic MYC/BCL2 and microenvironment biomarkers and genetic subtyping in DLBCL prognostication, important for improving DLBCL classification and identifying prognostic determinants and therapeutic targets.


Subject(s)
Interleukin-1 Receptor-Like 1 Protein , Lymphoma, Large B-Cell, Diffuse , Proto-Oncogene Proteins c-myc/metabolism , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Humans , Lymphoma, Large B-Cell, Diffuse/drug therapy , Prognosis , Proteomics , Proto-Oncogene Proteins c-bcl-2/genetics , Proto-Oncogene Proteins c-bcl-2/metabolism , Proto-Oncogene Proteins c-myc/genetics , Tumor Microenvironment/genetics
9.
JCO Precis Oncol ; 52021 08.
Article in English | MEDLINE | ID: mdl-34476329

ABSTRACT

PURPOSE: Tissue-based comprehensive genomic profiling (CGP) is increasingly used for treatment selection in patients with advanced cancer; however, tissue availability may limit widespread implementation. Here, we established real-world CGP tissue availability and assessed CGP performance on consecutively received samples. MATERIALS AND METHODS: We conducted a post hoc, nonprespecified analysis of 32,048 consecutive tumor tissue samples received for StrataNGS, a multiplex polymerase chain reaction (PCR)-based comprehensive genomic profiling (PCR-CGP) test, as part of an ongoing observational trial (NCT03061305). Sample characteristics and PCR-CGP performance were assessed across all tested samples, including exception samples not meeting minimum input quality control (QC) requirements (< 20% tumor content [TC], < 2 mm2 tumor surface area [TSA], DNA or RNA yield < 1 ng/µL, or specimen age > 5 years). Tests reporting ≥ 1 prioritized alteration or meeting TC and sequencing QC were considered successful. For prostate carcinoma and lung adenocarcinoma, tests reporting ≥ 1 actionable or informative alteration or meeting TC and sequencing QC were considered actionable. RESULTS: Among 31,165 (97.2%) samples where PCR-CGP was attempted, 10.7% had < 20% TC and 59.2% were small (< 25 mm2 tumor surface area). Of 31,101 samples evaluable for input requirements, 8,089 (26.0%) were exceptions not meeting requirements. However, 94.2% of the 31,101 tested samples were successfully reported, including 80.5% of exception samples. Positive predictive value of PCR-CGP for ERBB2 amplification in exceptions and/or sequencing QC-failure breast cancer samples was 96.7%. Importantly, 84.0% of tested prostate carcinomas and 87.9% of lung adenocarcinomas yielded results informing treatment selection. CONCLUSION: Most real-world tissue samples from patients with advanced cancer desiring CGP are limited, requiring optimized CGP approaches to produce meaningful results. An optimized PCR-CGP test, coupled with an inclusive exception testing policy, delivered reportable results for > 94% of samples, potentially expanding the proportion of CGP-testable patients and impact of biomarker-guided therapies.


Subject(s)
Genome, Human , Neoplasms/genetics , Biomarkers, Tumor/genetics , Genomics/methods , High-Throughput Nucleotide Sequencing/methods , Humans , Multiplex Polymerase Chain Reaction/methods , Neoplasms/pathology , Prospective Studies
10.
Oncoimmunology ; 10(1): 1928365, 2021.
Article in English | MEDLINE | ID: mdl-34350060

ABSTRACT

Diffuse large B-cell lymphoma (DLBCL) is the most common type of lymphoma with high mutation burdens but a low response rate to immune checkpoint inhibitors. In this study, we performed targeted next-generation sequencing and fluorescent multiplex immunohistochemistry, and investigated the clinical significance and immunological effect of mutation numbers in 424 DLBCL patients treated with standard immunochemotherapy. We found that KMT2D and TP53 nonsynonymous mutations (MUT) were significantly associated with increased nonsynonymous mutation numbers, and that high mutation numbers (MUThigh) were associated with significantly poorer clinical outcome in germinal center B-cell-like DLBCL with wild-type TP53. To understand the underlying mechanisms, we identified a gene-expression profiling signature and the association of MUThigh with decreased T cells in DLBCL patients with wild-type TP53. On the other hand, in overall cohort, MUThigh was associated with lower PD-1 expression in T cells and PD-L1 expression in macrophages, suggesting a positive role of MUThigh in immune responses. Analysis in a whole-exome sequencing dataset of 304 patients deposited by Chapuy et al. validated the correlation of MUT-KMT2D with genomic complexity and the significantly poorer survival associated with higher numbers of genomic single nucleotide variants in activated B-cell-like DLBCL with wild-type TP53. Together, these results suggest that KMT2D inactivation or epigenetic dysregulation has a role in driving DLBCL genomic instability, and that genomic complexity has adverse impact on clinical outcome in DLBCL patients with wild-type TP53 treated with standard immunochemotherapy. The oncoimmune data in this study have important implications for biomarker and therapeutic studies in DLBCL.


Subject(s)
Lymphoma, Large B-Cell, Diffuse , Epigenesis, Genetic , Genomics , Humans , Lymphoma, Large B-Cell, Diffuse/drug therapy , Mutation , Prognosis
11.
Mol Cancer Res ; 19(2): 249-260, 2021 02.
Article in English | MEDLINE | ID: mdl-33154093

ABSTRACT

Diffuse large B-cell lymphoma (DLBCL) is the major type of aggressive B-cell lymphoma. High-grade B-cell lymphoma (HGBCL) with MYC/BCL2 double-hit (DH) represents a distinct entity with dismal prognosis after standard immunochemotherapy in the current WHO lymphoma classification. However, whether TP53 mutation synergizes with MYC abnormalities (MYC rearrangement and/or Myc protein overexpression) contributing to HGBCL-like biology and prognosis is not well investigated. In this study, patients with DLBCL with MYC/TP53 abnormalities demonstrated poor clinical outcome, high-grade morphology, and distinct gene expression signatures. To identify more effective therapies for this distinctive DLBCL subset, novel MYC/TP53/BCL-2-targeted agents were investigated in DLBCL cells with MYC/TP53 dual alterations or HGBCL-MYC/BCL2-DH. A BET inhibitor INCB057643 effectively inhibited cell viability and induced apoptosis in DLBCL/HGBCL cells regardless of MYC/BCL2/TP53 status. Combining INCB057643 with a MDM2-p53 inhibitor DS3032b significantly enhanced the cytotoxic effects in HGBCL-DH without TP53 mutation, while combining with the BCL-2 inhibitor venetoclax displayed potent therapeutic synergy in DLBCL/HGBCL cells with and without concurrent TP53 mutation. Reverse-phase protein arrays revealed the synergistic molecular actions by INCB057643, DS3032b and venetoclax to induce cell-cycle arrest and apoptosis and to inhibit AKT/MEK/ERK/mTOR pathways, as well as potential drug resistance mechanisms mediated by upregulation of Mcl-1 and RAS/RAF/MEK/ERK pathways. In summary, these findings support subclassification of DLBCL/HGBCL with dual MYC/TP53 alterations, which demonstrates distinct pathobiologic features and dismal survival with standard therapy, therefore requiring additional targeted therapies. IMPLICATIONS: The clinical and pharmacologic studies suggest recognizing DLBCL with concomitant TP53 mutation and MYC abnormalities as a distinctive entity necessary for precision oncology practice. VISUAL OVERVIEW: http://mcr.aacrjournals.org/content/molcanres/19/2/249/F1.large.jpg.


Subject(s)
Gene Expression Profiling/methods , Lymphoma, Large B-Cell, Diffuse/genetics , Proto-Oncogene Proteins c-myc/metabolism , Tumor Suppressor Protein p53/metabolism , Apoptosis , Cell Line, Tumor , Humans , Lymphoma, Large B-Cell, Diffuse/pathology
12.
Clin Lung Cancer ; 22(3): e371-e378, 2021 05.
Article in English | MEDLINE | ID: mdl-32713769

ABSTRACT

INTRODUCTION: The American Joint Committee on Cancer (AJCC) eighth staging classification system for non-small-cell lung cancer was based on data from a multinational study consisting of 94,708 patients. African Americans were not included in this large database. MATERIALS AND METHODS: The authors aimed to compare the performance of the AJCC eighth staging system with that of the seventh in predicting overall survival among African Americans utilizing the National Cancer Database. Cases with T- and M- categories were classified into 2 groups based on the AJCC seventh and eighth edition staging systems. Kaplan-Meier curves for overall survival were then constructed for each subgroup. Concordance index was computed using Uno's methodology to assess the overall performance between the 2 staging systems in predicting the mortality. Time-dependent area under the curve was calculated at each follow-up event for the seventh and eighth edition clinical and pathologic staging using an inverse probability of censoring weighted methodology. A 2-sided P-value < .05 was considered to show statistical significance. RESULTS: The database identified a total of 70,606 African American patients in the study period of 2004 through 2014. Area under the curve values were consistently higher for the eighth edition scheme compared with the seventh edition (concordance 0.630 vs. 0.624, respectively; P < .0001 for clinical staging scheme and 0.596 vs. 0.591, respectively; P = .01 for pathologic staging scheme). CONCLUSION: The AJCC eighth edition staging system showed better prognostic value in predicting overall survival when compared with the AJCC seventh edition staging scheme among African American patients with non-small-cell lung cancer.


Subject(s)
Black or African American , Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/pathology , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/ethnology , Databases, Factual , Female , Humans , Kaplan-Meier Estimate , Lung Neoplasms/ethnology , Male , Middle Aged , Neoplasm Staging , Prognosis , Retrospective Studies , Survival Rate , Time Factors , United States
13.
J Hematol Oncol ; 13(1): 148, 2020 11 04.
Article in English | MEDLINE | ID: mdl-33148342

ABSTRACT

The XPO1 inhibitor selinexor was recently approved in relapsed/refractory DLBCL patients but only demonstrated modest anti-DLBCL efficacy, prompting us to investigate the prognostic effect of XPO1 in DLBCL patients and the rational combination therapies in high-risk DLBCL. High XPO1 expression (XPO1high) showed significant adverse prognostic impact in 544 studied DLBCL patients, especially in those with BCL2 overexpression. Therapeutic study in 30 DLBCL cell lines with various molecular and genetic background found robust cytotoxicity of selinexor, especially in cells with BCL2-rearranged (BCL2-R+) DLBCL or high-grade B-cell lymphoma with MYC/BCL2 double-hit (HGBCL-DH). However, expression of mutant (Mut) p53 significantly reduced the cytotoxicity of selinexor in overall cell lines and the BCL2-R and HGBCL-DH subsets, consistent with the favorable impact of XPO1high observed in Mut-p53-expressing patients. The therapeutic effect of selinexor in HGBCL-DH cells was significantly enhanced when combined with a BET inhibitor INCB057643, overcoming the drug resistance in Mut-p53-expressing cells. Collectively, these data suggest that XPO1 worsens the survival of DLBCL patients with unfavorable prognostic factors such as BCL2 overexpression and double-hit, in line with the higher efficacy of selinexor demonstrated in BCL2-R+ DLBCL and HGBCL-DH cell lines. Expression of Mut-p53 confers resistance to selinexor treatment, which can be overcome by combined INCB057643 treatment in HGBCL-DH cells. This study provides insight into the XPO1 significance and selinexor efficacy in DLBCL, important for developing combination therapy for relapsed/refractory DLBCL and HGBCL-DH.


Subject(s)
Antineoplastic Agents/therapeutic use , Hydrazines/therapeutic use , Karyopherins/antagonists & inhibitors , Lymphoma, Large B-Cell, Diffuse/drug therapy , Lymphoma, Large B-Cell, Diffuse/genetics , Receptors, Cytoplasmic and Nuclear/antagonists & inhibitors , Triazoles/therapeutic use , Cell Line, Tumor , Gene Expression Regulation, Neoplastic/drug effects , Humans , Karyopherins/genetics , Lymphoma, Large B-Cell, Diffuse/diagnosis , Prognosis , Receptors, Cytoplasmic and Nuclear/genetics , Tumor Suppressor Protein p53/genetics , Exportin 1 Protein
14.
Lancet Oncol ; 21(10): 1317-1330, 2020 10.
Article in English | MEDLINE | ID: mdl-32866432

ABSTRACT

BACKGROUND: Bortezomib, lenalidomide, and dexamethasone (VRd) is a standard therapy for newly diagnosed multiple myeloma. Carfilzomib, a next-generation proteasome inhibitor, in combination with lenalidomide and dexamethasone (KRd), has shown promising efficacy in phase 2 trials and might improve outcomes compared with VRd. We aimed to assess whether the KRd regimen is superior to the VRd regimen in the treatment of newly diagnosed multiple myeloma in patients who were not being considered for immediate autologous stem-cell transplantation (ASCT). METHODS: In this multicentre, open-label, phase 3, randomised controlled trial (the ENDURANCE trial; E1A11), we recruited patients aged 18 years or older with newly diagnosed multiple myeloma who were ineligible for, or did not intend to have, immediate ASCT. Participants were recruited from 272 community oncology practices or academic medical centres in the USA. Key inclusion criteria were the absence of high-risk multiple myeloma and an Eastern Cooperative Oncology Group performance status of 0-2. Enrolled patients were randomly assigned (1:1) centrally by use of permuted blocks to receive induction therapy with either the VRd regimen or the KRd regimen for 36 weeks. Patients who completed induction therapy were then randomly assigned (1:1) a second time to either indefinite maintenance or 2 years of maintenance with lenalidomide. Randomisation was stratified by intent for ASCT at disease progression for the first randomisation and by the induction therapy received for the second randomisation. Allocation was not masked to investigators or patients. For 12 cycles of 3 weeks, patients in the VRd group received 1·3 mg/m2 of bortezomib subcutaneously or intravenously on days 1, 4, 8, and 11 of cycles 1-8, and day 1 and day 8 of cycles nine to twelve, 25 mg of oral lenalidomide on days 1-14, and 20 mg of oral dexamethasone on days 1, 2, 4, 5, 8, 9, 11, and 12. For nine cycles of 4 weeks, patients in the KRd group received 36 mg/m2 of intravenous carfilzomib on days 1, 2, 8, 9, 15, and 16, 25 mg of oral lenalidomide on days 1-21, and 40 mg of oral dexamethasone on days 1, 8, 15, and 22. The coprimary endpoints were progression-free survival in the induction phase, and overall survival in the maintenance phase. The primary analysis was done in the intention-to-treat population and safety was assessed in patients who received at least one dose of their assigned treatment. The trial is registered with ClinicalTrials.gov, NCT01863550. Study recruitment is complete, and follow-up of the maintenance phase is ongoing. FINDINGS: Between Dec 6, 2013, and Feb 6, 2019, 1087 patients were enrolled and randomly assigned to either the VRd regimen (n=542) or the KRd regimen (n=545). At a median follow-up of 9 months (IQR 5-23), at a second planned interim analysis, the median progression-free survival was 34·6 months (95% CI 28·8-37·8) in the KRd group and 34·4 months (30·1-not estimable) in the VRd group (hazard ratio [HR] 1·04, 95% CI 0·83-1·31; p=0·74). Median overall survival has not been reached in either group. The most common grade 3-4 treatment-related non-haematological adverse events included fatigue (34 [6%] of 527 patients in the VRd group vs 29 [6%] of 526 in the KRd group), hyperglycaemia (23 [4%] vs 34 [6%]), diarrhoea (23 [5%] vs 16 [3%]), peripheral neuropathy (44 [8%] vs four [<1%]), dyspnoea (nine [2%] vs 38 [7%]), and thromboembolic events (11 [2%] vs 26 [5%]). Treatment-related deaths occurred in two patients (<1%) in the VRd group (one cardiotoxicity and one secondary cancer) and 11 (2%) in the KRd group (four cardiotoxicity, two acute kidney failure, one liver toxicity, two respiratory failure, one thromboembolic event, and one sudden death). INTERPRETATION: The KRd regimen did not improve progression-free survival compared with the VRd regimen in patients with newly diagnosed multiple myeloma, and had more toxicity. The VRd triplet regimen remains the standard of care for induction therapy for patients with standard-risk and intermediate-risk newly diagnosed multiple myeloma, and is a suitable treatment backbone for the development of combinations of four drugs. FUNDING: US National Institutes of Health, National Cancer Institute, and Amgen.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Bortezomib/therapeutic use , Multiple Myeloma/drug therapy , Oligopeptides/therapeutic use , Proteasome Inhibitors/therapeutic use , Aged , Dexamethasone/therapeutic use , Drug-Related Side Effects and Adverse Reactions , Female , Humans , Intention to Treat Analysis , Lenalidomide/therapeutic use , Male , Middle Aged , Multiple Myeloma/pathology , Neoadjuvant Therapy , Treatment Outcome
15.
Blood Adv ; 4(14): 3391-3404, 2020 07 28.
Article in English | MEDLINE | ID: mdl-32722783

ABSTRACT

Diffuse large B-cell lymphoma (DLBCL) is a heterogeneous entity of B-cell lymphoma. Cell-of-origin (COO) classification of DLBCL is required in routine practice by the World Health Organization classification for biological and therapeutic insights. Genetic subtypes uncovered recently are based on distinct genetic alterations in DLBCL, which are different from the COO subtypes defined by gene expression signatures of normal B cells retained in DLBCL. We hypothesize that classifiers incorporating both genome-wide gene-expression and pathogenetic variables can improve the therapeutic significance of DLBCL classification. To develop such refined classifiers, we performed targeted RNA sequencing (RNA-Seq) with a commercially available next-generation sequencing (NGS) platform in a large cohort of 418 DLBCLs. Genetic and transcriptional data obtained by RNA-Seq in a single run were explored by state-of-the-art artificial intelligence (AI) to develop a NGS-COO classifier for COO assignment and NGS survival models for clinical outcome prediction. The NGS-COO model built through applying AI in the training set was robust, showing high concordance with COO classification by either Affymetrix GeneChip microarray or the NanoString Lymph2Cx assay in 2 validation sets. Although the NGS-COO model was not trained for clinical outcome, the activated B-cell-like compared with the germinal-center B-cell-like subtype had significantly poorer survival. The NGS survival models stratified 30% high-risk patients in the validation set with poor survival as in the training set. These results demonstrate that targeted RNA-Seq coupled with AI deep learning techniques provides reproducible, efficient, and affordable assays for clinical application. The clinical grade assays and NGS models integrating both genetic and transcriptional factors developed in this study may eventually support precision medicine in DLBCL.


Subject(s)
Artificial Intelligence , Lymphoma, Large B-Cell, Diffuse , B-Lymphocytes , Germinal Center , High-Throughput Nucleotide Sequencing , Humans , Lymphoma, Large B-Cell, Diffuse/diagnosis , Lymphoma, Large B-Cell, Diffuse/genetics
16.
Clin Breast Cancer ; 20(4): e433-e438, 2020 08.
Article in English | MEDLINE | ID: mdl-32234363

ABSTRACT

BACKGROUND: Targeting of somatic MET mutations using crizotinib has led to strong clinical responses, most frequently in patients with lung cancer, raising the possibility of adopting similar treatment strategies in patients with MET alterations in other cancer types. PATIENT AND METHODS: We describe a patient with advanced triple-negative breast cancer with a 30-fold amplification of MET. Next-generation sequencing of pre- and postprogression biopsies was performed to identify the resistance mechanism emerging after an initial exceptional response to crizotinib. The response of the resistance mutant to type I and II MET inhibitors was assessed in cultured cells. RESULTS: After progressing on crizotinib, a MET-D1228N mutation was detected, which is located in the crizotinib-binding region of the MET kinase domain. Experimental studies demonstrated that this mutation confers complete resistance to crizotinib yet retains cabozantinib sensitivity. Treatment of the patient with cabozantinib led to a subjective improvement in clinical symptoms, but the patient progressed after 7 weeks. CONCLUSION: Although MET mutations are rare in breast cancer, these patients may experience substantial clinical benefit from crizotinib treatment. Nevertheless, drug resistance owing to on-target MET mutations will likely be frequently encountered and comprehensive mechanistic studies to assess sensitivity of these mutants to a series of potential second-line therapies may help guide subsequent treatment for these patients.


Subject(s)
Anilides/pharmacology , Crizotinib/pharmacology , Drug Resistance, Neoplasm/drug effects , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins c-met/genetics , Pyridines/pharmacology , Triple Negative Breast Neoplasms/drug therapy , Adult , Amino Acid Substitution/drug effects , Anilides/therapeutic use , Biopsy , Breast/pathology , Crizotinib/therapeutic use , DNA Mutational Analysis , Disease Progression , Drug Resistance, Neoplasm/genetics , Female , Gene Amplification , Humans , Male , Positron Emission Tomography Computed Tomography , Primary Cell Culture , Protein Kinase Inhibitors/therapeutic use , Proto-Oncogene Proteins c-met/antagonists & inhibitors , Pyridines/therapeutic use , Treatment Outcome , Triple Negative Breast Neoplasms/diagnosis , Triple Negative Breast Neoplasms/genetics , Triple Negative Breast Neoplasms/pathology , Tumor Cells, Cultured
17.
Clin Lung Cancer ; 21(2): 186-193.e2, 2020 03.
Article in English | MEDLINE | ID: mdl-31606340

ABSTRACT

INTRODUCTION: For patients with T1 or T2 N0 M0 small-cell lung cancer (SCLC), lobectomy followed by chemotherapy is the standard of care. However, because of its tendency for early dissemination, patients are often treated with concurrent chemo-radiation without surgery. This study was conducted to evaluate the utilization of surgery and its impact on survival in patients with early stage SCLC. MATERIALS AND METHODS: The National Cancer Database was queried to identify patients with T1 or T2 N0 M0 SCLC diagnosed from 2004 to 2013. Multivariate logistic regression modeling was utilized to identify factors associated with receipt of surgery. Patients were stratified into 3 groups: chemo-radiation, surgery followed by chemotherapy, and surgery followed by chemotherapy and prophylactic cranial irradiation (PCI). Kaplan-Meier estimators and Cox proportional-hazards regression were used to compare overall survival. Patients were matched on the propensity score. RESULTS: A total of 3879 SCLC cases were identified. Of those cases, 80.7% received chemo-radiation. Surgery followed by chemotherapy with or without PCI was associated with better median overall survival (93.0 months [lower 95% confidence interval (CI), 72.5] and 61.7 months [95% CI, 51.8-76.5], respectively) compared with chemo-radiation (31.2 months [95% CI, 26.3-37.0]). PCI offered survival benefit in addition to surgery and chemotherapy (hazard ratio, 0.75). CONCLUSIONS: Our study showed a significant survival benefit with surgery (lobectomy or more), adjuvant chemotherapy, and PCI in patients with T1-T2 N0 M0 SCLC.


Subject(s)
Lung Neoplasms/mortality , Pneumonectomy/mortality , Pneumonectomy/statistics & numerical data , Small Cell Lung Carcinoma/mortality , Aged , Female , Follow-Up Studies , Humans , Lung Neoplasms/pathology , Lung Neoplasms/surgery , Male , Middle Aged , Neoplasm Staging , Retrospective Studies , Small Cell Lung Carcinoma/pathology , Small Cell Lung Carcinoma/surgery , Survival Rate , Treatment Outcome , United States
18.
WMJ ; 118(1): 30-34, 2019 Apr.
Article in English | MEDLINE | ID: mdl-31083831

ABSTRACT

INTRODUCTION: Indwelling inferior vena cava (IVC) filters are associated with complications, and the US Food and Drug Administration recommends their prompt removal when no longer indicated. Therefore, assessing strategies for increasing retrieval rates is warranted. OBJECTIVE: To analyze the variability of IVC filter retrieval rates within our institution based on 2 separate, pre-existing processes in which IVC retrieval is planned for before or after hospital discharge. METHODS: Retrospective chart review was completed for all IVC filters placed in adults between January 2005 and March 2015. Demographics and clinical data related to filter placement and retrieval were abstracted. Patients were classified into 2 groups: patients who had a trauma consultation trauma and nontrauma medical and surgical patients medical. The trauma group patients were subject to a 2-layer tracking process, in which retrieval planning was done before discharge, versus the medical group with a single-layer tracking process and retrieval planning done after discharge. RESULTS: Of the 588 filter placements analyzed, 236 were placed in trauma patients and 352 were placed for medical reasons. The retrieval rate of the entire cohort was 45% (262/588), with the rate among trauma patients more than double that of medical patients (155/236, 66% and 107/352, 30%; respectively, P < 0.0001). CONCLUSION: IVC filter retrieval rate was increased when filter removal was included in discharge planning versus postdischarge tracking. A systematic, multidisciplinary strategic approach to IVC filter management has great potential to improve filter utilization, resource allocation, patient safety, and filter retrieval.


Subject(s)
Device Removal , Patient Care Planning , Vena Cava Filters/adverse effects , Adult , Aged , Comorbidity , Female , Humans , Male , Middle Aged , Patient Discharge , Retrospective Studies
19.
Exp Mol Pathol ; 110: 104260, 2019 10.
Article in English | MEDLINE | ID: mdl-31082388

ABSTRACT

Although the treatment of metastatic melanoma has been significantly improved by both anti-BRAF/MEK and checkpoint immunotherapies, resistance to these treatment modalities remains a substantial clinical problem. Multiple clinical studies are addressing the optimal sequencing of these agents in larger patient cohorts, but successful long-term individualized treatment will likely require the elucidation of resistance mechanisms from post-progression samples. Here, we describe a patient with BRAF-V600E-positive metastatic melanoma who was sequentially treated with BRAF/MEK inhibitors (dabrafenib/trametinib) and checkpoint inhibitor immunotherapy (nivolumab, followed by pembrolizumab). After the emergence of resistance, whole exome sequencing was performed, implicating MAP2K2 and B2M mutations in loss of response to anti-BRAF/MEK and anti-PD1 therapies, respectively.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , MAP Kinase Kinase 2/antagonists & inhibitors , MAP Kinase Kinase Kinases/antagonists & inhibitors , Melanoma/drug therapy , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Skin Neoplasms/drug therapy , beta 2-Microglobulin/antagonists & inhibitors , Antibodies, Monoclonal, Humanized/administration & dosage , Humans , Imidazoles/administration & dosage , MAP Kinase Kinase 2/genetics , MAP Kinase Kinase Kinases/metabolism , Male , Melanoma/genetics , Middle Aged , Mutation , Nivolumab/administration & dosage , Oximes/administration & dosage , Protein Kinase Inhibitors/administration & dosage , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins B-raf/metabolism , Pyridones/administration & dosage , Pyrimidinones/administration & dosage , Skin Neoplasms/genetics , Treatment Failure , beta 2-Microglobulin/genetics
20.
Clin Breast Cancer ; 19(3): e481-e493, 2019 06.
Article in English | MEDLINE | ID: mdl-30878300

ABSTRACT

BACKGROUND: Recent observational studies are concerning because they document rising mastectomy rates coinciding with more than a dozen reports that lumpectomy has better overall survival (OS) than mastectomy. Our aim was to determine if there were differences in OS of matched breast cancer patients undergoing lumpectomy versus mastectomy in the National Cancer Database (NCDB). PATIENTS AND METHODS: A retrospective cohort of patients with stage I-III breast cancer in the NCDB (2004-2013) was identified. Propensity score matching (PSM), Kaplan-Meier, and multivariate Cox proportional hazards models were used to examine OS by type of surgery. RESULTS: Of 845,136 patients, 464,052 (54.9%) underwent lumpectomy and 381,084 (45.1%) underwent mastectomy. After PSM, the hazard ratio (HR) and confidence interval (CI) for OS in all patients comparing lumpectomy with mastectomy was 1.02 (CI, 1.00-1.04; P = .002). In patients with stage I, II, and III, they were HR 1.27 (CI, 1.23-1.36; P < .001), HR 0.98 (CI, 0.95-1.01; P = .21), and HR 0.83 (CI, 0.80-0.86; P < .001), respectively. In subgroup analyses of all patients by estrogen receptor (ER) status, they were HR 1.05 (CI, 1.03-1.07; P < .001) and HR 1.00 (CI, 0.96-1.03; P = .65) in ER+ and ER- patients. CONCLUSION: In our primary model of all stage I-III matched patients, using the most recent NCDB data and the largest observational sample size to date, the OS after mastectomy was not inferior to lumpectomy. This finding can be reassuring to patients and providers. In subgroup analyses, the association between type of surgery and OS differed by cancer stage and hormone receptor status.


Subject(s)
Breast Neoplasms/mortality , Databases, Factual , Mastectomy, Segmental/mortality , Mastectomy/mortality , Adult , Aged , Aged, 80 and over , Breast Neoplasms/pathology , Breast Neoplasms/surgery , Female , Follow-Up Studies , Humans , Middle Aged , Prognosis , Propensity Score , Retrospective Studies , Survival Rate
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