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1.
Cell ; 171(2): 481-494.e15, 2017 Oct 05.
Article in English | MEDLINE | ID: mdl-28985567

ABSTRACT

Diffuse large B cell lymphoma (DLBCL) is the most common form of blood cancer and is characterized by a striking degree of genetic and clinical heterogeneity. This heterogeneity poses a major barrier to understanding the genetic basis of the disease and its response to therapy. Here, we performed an integrative analysis of whole-exome sequencing and transcriptome sequencing in a cohort of 1,001 DLBCL patients to comprehensively define the landscape of 150 genetic drivers of the disease. We characterized the functional impact of these genes using an unbiased CRISPR screen of DLBCL cell lines to define oncogenes that promote cell growth. A prognostic model comprising these genetic alterations outperformed current established methods: cell of origin, the International Prognostic Index comprising clinical variables, and dual MYC and BCL2 expression. These results comprehensively define the genetic drivers and their functional roles in DLBCL to identify new therapeutic opportunities in the disease.


Subject(s)
CRISPR-Cas Systems , Gene Expression Profiling , Lymphoma, Large B-Cell, Diffuse/genetics , Antineoplastic Agents/administration & dosage , Cell Line, Tumor , Cells, Cultured , Exome , Female , Humans , Lymphoma, Large B-Cell, Diffuse/drug therapy , Male , Rituximab/administration & dosage
2.
Cancer ; 124(11): 2306-2315, 2018 06 01.
Article in English | MEDLINE | ID: mdl-29579328

ABSTRACT

BACKGROUND: Risk stratification of newly diagnosed patients with mantle cell lymphoma (MCL) primarily is based on the MCL International Prognostic Index (MIPI) and Ki-67 proliferative index. Single-center studies have reported inferior outcomes in patients with a complex karyotype (CK), but this remains an area of controversy. METHODS: The authors retrospectively reviewed 483 patients from 5 academic centers in the United States and described the effect of a CK on survival outcomes in individuals with MCL. RESULTS: A CK was found to be associated with inferior overall survival (OS) (4.5 vs 11.6 years; P<.01) and progression-free survival (PFS) (1.9 vs 4.4 years; P<.01). In patients who underwent high-intensity induction followed by autologous stem cell transplantation (ASCT) in first remission, a CK was associated with poor OS (5.1 vs 11.6 years; P = .04) and PFS (3.6 vs 7.8 years; P<.01). Among patients with a CK, high-intensity induction had no effect on OS (4.5 vs 3.8 years; P = .77) nor PFS (2.3 vs 1.5 years; P = .46). Similarly, ASCT in first remission did not improve PFS (3.5 vs 1.2 years; P = .12) nor OS (5.1 vs 4.0 years; P = .27). On multivariable analyses with Ki-67 and MIPI, only CK was found to be predictive of OS (hazard ratio [HR], 1.98; 95% confidence interval [95% CI], 1.12-3.49 [P = .02]), whereas both CK (HR, 1.91; 95% CI, 1.17-3.12 [P = .01]) and Ki-67 >30% (HR, 1.86; 95% CI, 1.06-3.28 [P = .03]) were associated with inferior PFS. Multivariable analysis did not identify any specific cytogenetic abnormalities associated with inferior survival. CONCLUSIONS: CK appears to be independently associated with inferior outcomes in patients with MCL regardless of the intensity of induction therapy and receipt of ASCT. Cytogenetics should be incorporated into the workup of a new diagnosis of MCL and novel therapeutic approaches should be investigated for patients with CK. Cancer 2018;124:2306-15. © 2018 American Cancer Society.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Chromosome Aberrations , Hematopoietic Stem Cell Transplantation , Lymphoma, Mantle-Cell/therapy , Remission Induction/methods , Adult , Aged , Aged, 80 and over , Combined Modality Therapy/methods , Female , Follow-Up Studies , Genetic Testing/methods , Humans , Karyotype , Karyotyping/methods , Ki-67 Antigen/analysis , Lymphoma, Mantle-Cell/genetics , Lymphoma, Mantle-Cell/mortality , Lymphoma, Mantle-Cell/pathology , Male , Middle Aged , Predictive Value of Tests , Prognosis , Progression-Free Survival , Retrospective Studies , Risk Assessment/methods , Transplantation, Autologous , United States/epidemiology
3.
Future Oncol ; 11(17): 2443-57, 2015.
Article in English | MEDLINE | ID: mdl-26289217

ABSTRACT

Current standard of care therapy for diffuse large B-cell lymphoma (DLBCL) cures a majority of patients with additional benefit in salvage therapy and autologous stem cell transplant for patients who relapse. The next generation of prognostic models for DLBCL aims to more accurately stratify patients for novel therapies and risk-adapted treatment strategies. This review discusses the significance of host genetic and tumor genomic alterations seen in DLBCL, clinical and epidemiologic factors, and how each can be integrated into risk stratification algorithms. In the future, treatment prediction and prognostic model development and subsequent validation will require data from a large number of DLBCL patients to establish sufficient statistical power to correctly predict outcome. Novel modeling approaches can augment these efforts.


Subject(s)
Lymphoma, Large B-Cell, Diffuse/diagnosis , Lymphoma, Large B-Cell, Diffuse/mortality , Epidemiologic Factors , Genetic Predisposition to Disease , Genomics/methods , Humans , Lymphoma, Large B-Cell, Diffuse/etiology , Lymphoma, Large B-Cell, Diffuse/therapy , Models, Theoretical , Population Surveillance/methods , Prognosis , Reproducibility of Results , Standard of Care , Treatment Outcome
4.
Future Oncol ; 11(13): 1977-91, 2015.
Article in English | MEDLINE | ID: mdl-26161931

ABSTRACT

While remission and cure rates for Hodgkin and non-Hodgkin lymphoma continue to improve, surveillance approaches remain controversial, especially in light of recent reports suggesting limited benefit for routine radiologic assessment. Routine cross-sectional imaging results in considerable patient expense and anxiety, and this approach does not clearly improve patient outcomes. Next-generation approaches including minimal residual disease detection may provide an opportunity to identify relapse early and intervene prior to progression of clinical disease. This review discusses the role of surveillance imaging in Hodgkin and non-Hodgkin lymphoma and provides an introduction to serologic assessment of minimal residual disease. Future studies will need to focus on the clinical application of minimal residual disease surveillance and its ability to predict relapse, treatment response and survival.


Subject(s)
Hodgkin Disease/therapy , Lymphoma, Non-Hodgkin/therapy , Neoplasm Recurrence, Local/therapy , Hodgkin Disease/classification , Hodgkin Disease/diagnostic imaging , Hodgkin Disease/pathology , Humans , Lymphoma, Non-Hodgkin/classification , Lymphoma, Non-Hodgkin/diagnostic imaging , Lymphoma, Non-Hodgkin/pathology , Neoplasm Recurrence, Local/pathology , Radiography , Remission Induction
5.
Fam Cancer ; 7(2): 179-86, 2008.
Article in English | MEDLINE | ID: mdl-18026853

ABSTRACT

BACKGROUND: Women with mutations in the BRCA1 or BRCA2 cancer susceptibility genes face unique choices regarding management of their high risk for breast and ovarian cancer that impact their reproductive options. In order to explore women's preferences for management of elevated cancer risk, we evaluated the decisions of BRCA1/2 mutation carriers about contraception, prophylactic surgery, and family planning. METHODS: An internet-based questionnaire assessing high-risk women's preferences about cancer risk management and reproductive options was designed, pilot-tested and administered electronically to 284 participants of an internet-based advocacy group for women with BRCA1/2 mutations. RESULTS: Two hundred and thirteen eligible participants completed the majority of the survey. Mean age was 34 years; 66% were BRCA1 mutation carriers and 34% were BRCA2 mutation carriers. Most women (92%) had used oral contraceptive pills. About 88% of responders reported frequent or extreme worry about transmitting the mutation to their children. Despite their high level of worry, few responders said they would likely consider using assisted reproduction technologies such as a pregnancy surrogate (3%), cryopreservation of oocytes or embryos (8%), or pre-implantation genetic diagnosis (PGD) to select embryos without BRCA1/2 mutations (13%). CONCLUSIONS: Although they expressed substantial concern about transmitting BRCA1/2 mutations to their children, only a minority of the high-risk women surveyed were likely to consider currently available assisted reproductive strategies. Further research is necessary to explore the risk management preferences of patients with inherited cancer predisposition, and to incorporate these preferences into clinical care.


Subject(s)
Breast Neoplasms/genetics , Genes, BRCA1 , Genes, BRCA2 , Mutation , Ovarian Neoplasms/genetics , Reproduction , Adult , Breast Neoplasms/epidemiology , Breast Neoplasms/psychology , California/epidemiology , Contraceptives, Oral, Hormonal/administration & dosage , Decision Making , Female , Humans , Internet , Mastectomy , Ovarian Neoplasms/epidemiology , Ovarian Neoplasms/psychology , Ovariectomy , Reproductive Techniques, Assisted , Risk Factors , Risk Reduction Behavior , Surveys and Questionnaires
6.
Leuk Lymphoma ; 59(7): 1700-1709, 2018 07.
Article in English | MEDLINE | ID: mdl-29065744

ABSTRACT

Activated B-cell-like (ABC) diffuse large B-cell lymphoma (DLBCL) is associated with worse survival after standard rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone (RCHOP) chemoimmunotherapy compared to germinal center B-cell-like (GCB) subtype. Preliminary evidence suggests that benefits from novel agents may vary by subtype. Hypothesizing that treatment stratified by DLBCL subtype could be potentially cost-effective, we developed micro-simulation models to compare three first-line treatment strategies: (1) standard RCHOP for all patients (2) subtype testing followed by RCHOP for GCB and novel treatment for ABC DLBCL, and (3) novel treatment for all patients. Based on phase 2 evidence, we used lenalidomide + RCHOP as a surrogate novel treatment. The subtype-based approach showed a favorable incremental cost-effectiveness ratio of $15,015/quality-adjusted life year compared with RCHOP. Although our exploratory analyses demonstrated a wide range of conditions where subtype-based treatment remained cost-effective, data from phase 3 trials are needed to validate our models' findings and draw definitive conclusions.


Subject(s)
Cost-Benefit Analysis , Lymphoma, Large B-Cell, Diffuse/therapy , Precision Medicine , Antibodies, Monoclonal, Murine-Derived , Antineoplastic Combined Chemotherapy Protocols , Cyclophosphamide , Disease Management , Doxorubicin , Female , Health Care Costs , Humans , Lymphoma, Large B-Cell, Diffuse/diagnosis , Lymphoma, Large B-Cell, Diffuse/epidemiology , Lymphoma, Large B-Cell, Diffuse/mortality , Male , Models, Theoretical , Precision Medicine/economics , Precision Medicine/methods , Precision Medicine/standards , Prednisone , Prognosis , Rituximab , SEER Program , Treatment Outcome , Vincristine
7.
Blood Adv ; 2(3): 210-223, 2018 02 13.
Article in English | MEDLINE | ID: mdl-29386194

ABSTRACT

Adoptive therapy with ex vivo-expanded genetically modified antigen-specific T cells can induce remissions in patients with relapsed/refractory cancer. The clinical success of this therapy depends upon efficient transduction and expansion of T cells ex vivo and their homing, persistence and cytotoxicity following reinfusion. Lower rates of ex vivo expansion and clinical response using anti-CD19 chimeric antigen receptor (CAR) T cells have been seen in heavily pretreated lymphoma patients compared with B-cell acute lymphoblastic leukemia patients and motivate the development of novel strategies to enhance ex vivo T cell expansion and their persistence in vivo. We demonstrate that inhibition of phosphatidylinositol 3-kinase δ (PI3Kδ) and antagonism of vasoactive intestinal peptide (VIP) signaling partially inhibits the terminal differentiation of T cells during anti-CD3/CD28 bead-mediated expansion (mean, 54.4% CD27+CD28+ T cells vs 27.4% in control cultures; P < .05). This strategy results in a mean of 83.7% more T cells cultured from lymphoma patients in the presence of PI3Kδ and VIP antagonists, increased survival of human T cells from a lymphoma patient in a murine xenograft model, enhanced cytotoxic activity of antigen-specific human CAR T cells and murine T cells against lymphoma, and increased transduction and expansion of anti-CD5 human CAR T cells. PI3Kδ and VIP antagonist-expanded T cells from lymphoma patients show reduced terminal differentiation, enhanced polyfunctional cytokine expression, and preservation of costimulatory molecule expression. Taken together, synergistic blockade of these pathways is an attractive strategy to enhance the expansion and functional capacity of ex vivo-expanded cancer-specific T cells.


Subject(s)
Cell Culture Techniques/methods , Class I Phosphatidylinositol 3-Kinases/antagonists & inhibitors , Immunotherapy, Adoptive/methods , T-Lymphocytes/cytology , Vasoactive Intestinal Peptide/antagonists & inhibitors , Adult , Aged , Animals , Cellular Senescence/drug effects , Female , Heterografts , Humans , Lymphoma/therapy , Lymphoma, Large B-Cell, Diffuse/therapy , Mice , Middle Aged , Neurotensin/pharmacology , Purines/pharmacology , Quinazolinones/pharmacology , Recombinant Fusion Proteins/pharmacology , T-Lymphocytes/drug effects , Vasoactive Intestinal Peptide/pharmacology
8.
Clin Lymphoma Myeloma Leuk ; 17S: S96-S99, 2017 07.
Article in English | MEDLINE | ID: mdl-28760309

ABSTRACT

Mantle cell lymphoma is a relatively rare malignancy, comprising fewer than 10% of all non-Hodgkin lymphomas. It is a heterogeneous disease, and although most patients experience an aggressive clinical course, some have a more indolent disease and may not require immediate therapy. There are currently few reliable prognostic markers, making it difficult to accurately predict which patients require early intensive treatment. We argue that consolidative autologous stem cell transplantation in first remission remains the standard of care for the young and fit patient population, based on long-term data from phase II and III trials demonstrating that early transplantation extends both progression-free and overall survival. Novel targeted agents are currently being investigated in both the upfront and relapse settings, but to date there are few data to suggest durable treatment responses that compare favorably with results of transplantation.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Hematopoietic Stem Cell Transplantation/methods , Lymphoma, Mantle-Cell/therapy , Clinical Trials, Phase II as Topic , Clinical Trials, Phase III as Topic , Combined Modality Therapy , Disease-Free Survival , Humans , Remission Induction , Transplantation, Autologous
9.
J Oncol Pract ; 12(3): 232-8, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26962166

ABSTRACT

Double-hit lymphomas have concurrent rearrangements of CMYC and BCL2 or occasionally BCL6. Although double-hit lymphomas are a part of the mature B-cell lymphoma lineage, they have an aggressive clinical course that is complicated by an extremely poor response to standard therapy for aggressive non-Hodgkin lymphoma. Overall survival is short for many patients with double-hit lymphomas, which reinforces the importance of identifying appropriate therapies for these patients. Fortunately, recent reports have demonstrated improved outcomes with the use of intensive induction therapies. This article discusses the biology, therapeutic considerations, treatment opinions, possible role of autologous stem-cell transplant, and need for ongoing clinical trials for this subgroup of patients with lymphoma.


Subject(s)
Lymphoma/diagnosis , Lymphoma/drug therapy , Antineoplastic Agents/therapeutic use , Disease-Free Survival , Humans , Lymphoma/mortality , Practice Patterns, Physicians' , Treatment Outcome
10.
Leuk Lymphoma ; 57(4): 842-51, 2016.
Article in English | MEDLINE | ID: mdl-26415108

ABSTRACT

Diffuse large B-cell lymphoma (DLBCL) demonstrates significant racial differences in age of onset, stage, and survival. To examine whether population-specific models improve prediction of outcomes for African-American (AA) patients with DLBCL, we utilized Surveillance, Epidemiology, and End Results data and compared stratification by the international prognostic index (IPI) in general and AA populations. We also constructed and compared prognostic models for general and AA populations using multivariable logistic regression (LR) and artificial neural network approaches. While the IPI adequately stratified outcomes for the general population, it failed to separate AA DLBCL patients into distinct risk groups. Our AA LR model identified age ≥ 55 (odds ratio 0.45, [95% CI: 0.36, 0.56], male sex (0.75, [0.60, 0.93]), and stage III/IV disease (0.43, [0.34, 0.54]) as adverse predictors of 5-year survival for AA patients. In addition, general-population prognostic models were poorly calibrated for AAs with DLBCL, indicating a need for validated AA-specific prognostic models.


Subject(s)
Black or African American , Lymphoma, Large B-Cell, Diffuse/epidemiology , Population Surveillance , Adult , Aged , Aged, 80 and over , Algorithms , Female , Humans , Lymphoma, Large B-Cell, Diffuse/diagnosis , Lymphoma, Large B-Cell, Diffuse/mortality , Male , Middle Aged , Models, Statistical , Neoplasm Staging , Patient Outcome Assessment , Prognosis , Risk , SEER Program
11.
J Clin Oncol ; 26(29): 4752-8, 2008 Oct 10.
Article in English | MEDLINE | ID: mdl-18779604

ABSTRACT

PURPOSE: There are established differences in breast cancer epidemiology between Asian and white individuals, but little is known about hereditary breast cancer in Asian populations. Although increasing numbers of Asian individuals are clinically tested for BRCA1/2 mutations, it is not known whether computer models that predict mutations work accurately in Asian individuals. We compared the performance in Asian and white individuals of two widely used BRCA1/2 mutation prediction models, BRCAPRO and Myriad II. PATIENTS AND METHODS: We evaluated BRCAPRO and Myriad II in 200 Asian individuals and a matched control group of 200 white individuals who were tested for BRCA1/2 mutations at four cancer genetics clinics, by comparing numbers of observed versus predicted mutation carriers and by evaluating area under the receiver operating characteristic curve (AUC) for each model. RESULTS: BRCAPRO and Myriad II accurately predicted the number of white BRCA1/2 mutation carriers (25 observed v 24 predicted by BRCAPRO; 25 predicted by Myriad II, P > or = .69), but underpredicted Asian carriers by two-fold (49 observed v 25 predicted by BRCAPRO; 26 predicted by Myriad II; P < or = 3 x 10(-7)). For BRCAPRO, this racial difference reflects substantial underprediction of Asian BRCA2 mutation carriers (26 observed v 4 predicted; P = 1 x 10(-30)); for Myriad II, separate mutation predictions were not available. For both models, AUCs were nonsignificantly lower in Asian than white individuals, suggesting less accurate discrimination between Asian carriers and noncarriers. CONCLUSION: Both BRCAPRO and Myriad II underestimated the proportion of BRCA1/2 mutation carriers, and discriminated carriers from noncarriers less well, in Asian compared with white individuals.


Subject(s)
Breast Neoplasms/genetics , Genes, BRCA1 , Genes, BRCA2 , Asian/genetics , Breast Neoplasms/ethnology , Computer Simulation , Female , Heterozygote , Humans , Mutation , Predictive Value of Tests
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