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792 citation(s) found for "Lacy, MQ".

Clinical Activity of Single Dose Systemic Oncolytic VSV Virotherapy in Patients with Relapsed Refractory T-Cell Lymphoma
Peng, Kah Whye, Witzig, Thomas E. , Broski, Stephen M. , Villasboas, José C. , Patnaik, Mrinal M. , Leung, Nelson , Ansell, Stephen M. , Zhang, Lianwen , Brunton, Bethany, Giers, Marissa, Ginos, Brenda, Dueck, Amylou C. , Geyer, Susan M. , Warsame, Rahma , Hayman, Suzanne R. , Dingli, David , Kumar, Shaji , Bergsagel, P. Leif , Kourelis, Taxiarchis , Kapoor, Prashant , Kyle, Robert A. , Lin, Yi , Siddiqui, Mustaqeem , Fonder, Amie , Hobbs, Miriam, Hwa, Yi L. , Naik, Shruthi , Russell, Stephen J. , Lacy, Martha Q. , Bergsagel, P. Leif , Witzig, T.E. , Broski, Stephen M , Villasboas, Jose Caetano , Paludo, Jonas , Patnaik, Mrinal , Dispenzieri, Angela , Leung, Nelson , Buadi, Francis K , Bennani, N Nora , Balakrishnan, Baskar , Dueck, A. C. , Gertz, Morie A , Warsame, Rahma , Kumar, Shaji K , Munoz, Javier L, Kourelis, Taxiarchis , Muchtar, E , Siddiqui, Mustaqeem A , Fonder, Amie , Russell, Stephen J , Lacy, Martha Q , Dingli, David , Lin, Yi , Cook, Joselle , Paludo, Jonas , Rajkumar, S. Vincent , Dispenzieri, Angela , Buadi, Francis K. , Bennani, N. Nora , Packiriswamy, Nandakumar , Balakrishnan, Baskar , Gertz, Morie A. , Go, Ronald S. , Muñoz, Javier , Gonsalves, Wilson I. , Muchtar, Eli

Blood Advances | February 17, 2022 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1182/bloodadvances.2021006631 | PMID 35175355 Get It

Clinical success with intravenous (IV) oncolytic virotherapy (OV) has to date been anecdotal. Here, we conducted a phase 1 clinical trial of systemic OV therapy and investigated the mechanisms of action in responding T-cell lymphoma (TCL) patients. A single IV dose of VSV-IFNβ-NIS was administered to patients with relapsed refractory hematologic malignancies to determine safety and efficacy across 4 dose levels (DL). Correlative studies were undertaken to evaluate viremia, virus shedding, virus replication and immune responses. Fifteen patients received VSV-IFNβ-NIS (7 multiple myeloma, 7 TCL, 1 acute myeloid leukemia); 3 patients were treated at each DL1 through DL3 (0.05, 0.17, and 0.5 x 1011 TCID50), and 6 at DL4 (1.7 x 1011 TCID50). There were no dose limiting toxicities. 3 of 7 patients with TCL had RECIST responses: a 3-month PR at DL2, a 6-month PR and a durable CR ongoing at 20 months at DL4. Viremia peaked at the end of infusion and no infectious virus shedding was detected. Plasma interferon-β levels, a biomarker of VSV-IFNβ-NIS replication, peaked between 4h and 48h post infusion. The patient with CR had robust viral replication with increased ell free DNA in her plasma, a very high peak IFNβ level of 18,213 pg/ml, a strong anti-VSV neutralizing antibody response, and increased numbers of tumor reactive T-cells. VSV-IFNβ-NIS as a single agent was effective in patients with TCL resulting in durable disease remissions in heavily pretreated patients. Correlative analyses suggest that responses may be due to a combination of direct oncolytic tumor destruction and immune-mediated tumor control. Further clinical testing is warranted. (This trial is registered at www.clinicaltrials.gov as NCT03017820).
Reflections on Our Editorship of The American Journal of Gastroenterology
Spiegel, Brennan , Lacy, Brian E. , Spiegel, Brennan , Lacy, Brian E.

American Journal of Gastroenterology | February 8, 2022 | Volume: 116 | Issue: 12 | Pages: 2313-2315

10.14309/ajg.0000000000001558 | PMID 35134007 Get It

Diagnostic Evaluation of Gastric Motor and Sensory Disorders
Lacy, Brian E. , Cangemi, David J. , Tack, Jan , Lunsford, Tisha N, Tack, Jan , Lacy, Brian E. , Crowell, Michael D. , Lunsford, Tisha , Simrén, Magnus

American Journal of Gastroenterology | February 8, 2022 | Volume: 116 | Issue: 12 | Pages: 2345-2356

10.14309/ajg.0000000000001562 | PMID 35134012 Get It

Abstract: Disorders of gastric motor and sensory function affect 10%-20% of the world’s population and adversely impact nutrition, quality of life, work productivity, and health care costs. Classifying these disorders can be challenging given the heterogeneity of symptom presentation, the presence of symptoms unexplained by endoscopic, radiographic and/or laboratory evaluation, and overlap with other luminal gastrointestinal disorders. Accurately diagnosing these highly prevalent disorders relies upon an understanding of epidemiology and risk factors, the ability to take a careful clinical history focused on symptoms, and the presence of predisposing medical, surgical, and psychological conditions. A variety of diagnostic studies are now available to assess gastric motor function and identify maladaptive relaxation, accommodation, and abnormal sensation. FDA-approved treatment options are limited and thus many patients undergo a series of empirical treatment trials that target individual symptoms, often without much benefit. This article provides updated recommendations for identifying and classifying the most common gastric motor and sensory disorders using currently accepted diagnostic tests, and provides a brief supplemental overview on treatment options. “Things sweet to taste prove in digestion sour.” –Shakespeare, Richard II , 1595.
Gastric Cancer, Version 2.2022, NCCN Clinical Practice Guidelines in Oncology
D’Amico, Thomas A., Bentrem, David J. , Cooke, David T. , Corvera, Carlos U. , Das, Prajnan , Enzinger, Peter C. , Enzler, Thomas , Fanta, Paul T. , Farjah, Farhood , Gerdes, Hans, Hochwald, Steven N. , Hofstetter, Wayne L. , Ilson, David H. , Keswani, Rajesh N. , Kleinberg, Lawrence , Lacy, Jill , Ly, Quan P. , Matkowskyj, Kristina A. , McNamara, Michael J. , Mulcahy, Mary F. , Park, Haeseong , Poultsides, George A. , Reznik, Scott I. , Roses, Robert E. , Strong, Vivian E. , Su, Stacey, Wang, Hanlin L. , Wiesner, Georgia L. , Willett, Christopher G. , Yakoub, Danny , Yoon, Harry H. , McMillian, Nicole R., Pluchino, Lenora A. , Yoon, Harry, Ajani, Jaffer A. , Bentrem, David J. , Chao, Joseph , Gibson, Michael K. , Kim, Sunnie S. Y. , Klempner, Samuel J. , Outlaw, Darryl Alan , Perry, Kyle A. , Pimiento, José M.

Journal of the National Comprehensive Cancer Network | February 7, 2022 | Volume: 20 | Issue: 2 | Pages: 167-192

10.6004/jnccn.2022.0008 | PMID 35130500 Get It

Gastric cancer is the third leading cause of cancer-related deaths worldwide. Over 95% of gastric cancers are adenocarcinomas, which are typically classified based on anatomic location and histologic type. Gastric cancer generally carries a poor prognosis because it is often diagnosed at an advanced stage. Systemic therapy can provide palliation, improved survival, and enhanced quality of life in patients with locally advanced or metastatic disease. The implementation of biomarker testing, especially analysis of HER2 status, microsatellite instability (MSI) status, and the expression of programmed death-ligand 1 (PD-L1), has had a significant impact on clinical practice and patient care. Targeted therapies including trastuzumab, nivolumab, and pembrolizumab have produced encouraging results in clinical trials for the treatment of patients with locally advanced or metastatic disease. Palliative management, which may include systemic therapy, chemoradiation, and/or best supportive care, is recommended for all patients with unresectable or metastatic cancer. Multidisciplinary team management is essential for all patients with localized gastric cancer. This selection from the NCCN Guidelines for Gastric Cancer focuses on the management of unresectable locally advanced, recurrent, or metastatic disease.
A Pragmatic Approach to the Evaluation and Treatment of Abdominal Bloating
Lacy, Brian E. , Cangemi, David J.

American Journal of Gastroenterology | February 1, 2022 | Volume: 117 | Issue: 5 | Pages: 701-705

10.14309/ajg.0000000000001665 | PMID 35103019 Get It

Multicentric Castleman disease: A single center experience of treatment with a focus on autologous stem cell transplantation
Abdallah, Nadine , Habermann, Thomas M. , Gertz, Morie A. , Lacy, Martha Q. , Rajkumar, S. Vincent , Dingli, David , Hayman, Suzanne R. , Kumar, Shaji , Kourelis, Taxiarchis , Warsame, Rahma , Kapoor, Prashant , Hwa, Yi L. , Fonder, Amie , Hobbs, Miriam, Lin, Yi , Binder, Moritz , Siddiqui, Mustaqeem , Kyle, Robert A. , Abdallah, Nadine H , Habermann, Thomas , Gertz, Morie A , Rajkumar, S Vincent , Kumar, Shaji K , Kourelis, Taxiarchis , Warsame, Rahma , Muchtar, E , Hwa, Yi L , Fonder, Amie L, Leung, Nelson , Binder, Moritz , Witzig, T.E. , Dispenzieri, Angela , Siddiqui, Mustaqeem A , Dingli, David , Lin, Yi , Buadi, Francis K. , Go, Ronald S. , Muchtar, Eli , Leung, Nelson , Witzig, Thomas E. , Dispenzieri, Angela

American Journal of Hematology | January 11, 2022 | Volume: 97 | Issue: 4 | Pages: 401-410

10.1002/ajh.26466 | PMID 35015310 Get It

AbstractCastleman disease (CD) is a rare lymphoproliferative disease characterized by diverse clinical and pathologic features. Due to its rarity, there are limited studies comparing currently available therapies. The role of autologous stem cell transplantation (ASCT) in CD has not yet been established. In this paper, we describe the clinical characteristics, treatment choices, and outcomes in 34 Mayo Clinic patients diagnosed with multicentric CD from July 1, 2003 to April 30, 2018. Eighteen patients (53%) also met the criteria for POEMS, including 14 with the osteosclerotic variant. The first‐line treatments included: steroid monotherapy (4), cytotoxic chemotherapy (6), rituximab alone (8) or with chemotherapy (2), anti‐IL6 treatment (3), and ASCT (10). The median follow‐up was 4.8 (range: 0.1–15.2) years. The 5‐ and 10‐year overall survival rates were 84% and 71%, respectively. Sixteen patients received high‐dose chemotherapy followed by ASCT during their disease course. Among those, 14 had multicentric CD associated with POEMS. There were no transplant‐related deaths. All patients had at least a partial response to ASCT, most of whom achieved a complete response. The favorable outcomes seen with ASCT in this cohort suggest that transplantation may have a role in multicentric CD, particularly for patients with multicentric CD associated with POEMS.
Impact of achieving a complete response to initial therapy of multiple myeloma and predictors of subsequent outcome
Kaddoura, Marcella , Binder, Moritz , Dingli, David , Lacy, Martha Q. , Gertz, Morie A. , Kapoor, Prashant , Hwa, Yi L. , Fonder, Amie , Hobbs, Miriam, Hayman, Suzanne R. , Lin, Yi , Kourelis, Taxiarchis , Warsame, Rahma , Kyle, Robert A. , Kumar, Shaji , Gertz, Morie A , Dispenzieri, Angela , Hwa, Yi L , Leung, Nelson , Gonsalves, Wilson , Kourelis, Taxiarchis , Warsame, Rahma , Rajkumar, S Vincent , Kumar, Shaji K , Tschautscher, Marcella , Binder, Moritz , Dingli, David , Lin, Yi , Buadi, Francis K. , Dispenzieri, Angela , Leung, Nelson , Go, Ronald S. , Gonsalves, Wilson I. , Rajkumar, S. Vincent

American Journal of Hematology | January 3, 2022 | Volume: 97 | Issue: 3 | Pages: 267-273

10.1002/ajh.26439 | PMID 34978743 Get It

AbstractAchievement of a complete response (CR) in multiple myeloma (MM) correlates with improvement in survival outcomes; however, its impact on prognostic variables at baseline outside of clinical trial settings is not well described. We sought to determine the impact of achieving a CR within 2 years from diagnosis, its effect on the prognostic value of fluorescence in situ hybridization (FISH) and International Staging System (ISS) risk, and examined additional predictors of outcome among those achieving a CR in a routine clinical setting. We evaluated 1869 newly diagnosed MM patients who had ≥ 2 monoclonal protein immunofixation studies in the serum and urine available within 24 months from diagnosis, categorizing those with ≥ 2 negative serum and urine immunofixations as achieving CR. With a landmark at 24 months, median progression‐free survival (PFS) for CR versus non‐CR patients was 29.8 versus 20.9 months (p ≤ .0002); median overall survival (OS) was 104 versus 70 months (p < .0001). The impact of achieving a CR was retained after adjusting for FISH, ISS, sex, transplant status, and involved heavy chain. Baseline FISH and ISS stage were not associated with PFS or OS among patients achieving a CR. The following variables were found as predictors of inferior OS within the CR cohort: age > 75 years, male gender, hypoalbuminemia, and non‐immunoglobulin G involved heavy chain. Our study confirms that achievement of CR within 2 years from diagnosis is associated with improvement in survival outcomes and neutralization of the impact of FISH and ISS risk, thereby confirming observations from the clinical trial setting among a clinical practice cohort.
Characteristics and risk factors for thrombosis in POEMS syndrome: A retrospective evaluation of 230 patients
Mellors, Patrick , Kourelis, Taxiarchis , Muchtar, Eli , Gertz, Morie A. , Kumar, Shaji , Kapoor, Prashant , Lacy, Martha Q. , Dingli, David , Hwa, Yi L. , Fonder, Amie , Hobbs, Miriam, Hayman, Suzanne R. , Warsame, Rahma , Lin, Yi , Siddiqui, Mustaqeem , Kyle, Robert A. , Mellors, Patrick W , Muchtar, E , Gertz, Morie A , Kumar, Shaji K , Hwa, Yi L , Warsame, Rahma , Leung, Nelson , Gonsalves, Wilson , Rajkumar, S Vincent , Dispenzieri, Angela , Siddiqui, Mustaqeem A , Dingli, David , Lin, Yi , Go, Ronald S. , Buadi, Francis K. , Leung, Nelson , Gonsalves, Wilson I. , Rajkumar, S. Vincent , Dispenzieri, Angela

American Journal of Hematology | November 26, 2021 | Volume: 97 | Issue: 2 | Pages: 209-215

10.1002/ajh.26422 | PMID 34822175 Get It

AbstractThromboses are prevalent in POEMS syndrome, but few risk factors for POEMS‐associated thrombosis have been identified. The objective of this study is to identify novel risk factors for POEMS‐associated thrombosis. In this retrospective cohort of 230 POEMS patients, 27% developed thrombosis. Arterial events were slightly more common than venous. Stroke accounted for 26% of all thromboses and 53% of arterial events. There were differences in baseline features between the thrombosis group and the no thrombosis group, and these were driven by patients with arterial thrombosis. Risk factors for arterial thrombosis included thrombocytosis, elevated hemoglobin/hematocrit, extravascular volume overload, and splenomegaly. Hyperprolactinemia appeared to be a risk factor for venous thrombosis. The risk of thrombosis was most striking among men with elevated hemoglobin (32% vs. 5%, p < .001) and hematocrit (42% vs. 5%, p < .001) compared to men without. Most thromboses occurred prior to POEMS directed therapy, and most that occurred during therapy happened within 3 months of diagnosis. Twenty‐one percent of patients with thrombosis had recurrence. In recognition of high overall rates of thrombosis in this population, all patients with POEMS syndrome should receive prophylactic antiplatelet therapy, and clinicians should consider anticoagulation in patients with risk factors for POEMS‐associated thrombosis.
Mortality Trends in Multiple Myeloma after the Introduction of Novel Therapies in the United States
Nandakumar, Bharat , Kapoor, Prashant , Lacy, Martha Q. , Hayman, Suzanne R. , Fonder, Amie , Hobbs, Miriam, Hwa, Yi L. , Warsame, Rahma , Kourelis, Taxiarchis , Kyle, Robert A. , Kumar, Shaji , Binder, Moritz , Rajkumar, S. Vincent , Buadi, Francis K. , Dingli, David , Gertz, Morie A. , Leung, Nelson , Muchtar, Eli , Gonsalves, Wilson I. , Lin, Yi , Siddiqui, Mustaqeem , Dispenzieri, Angela

Blood | November 24, 2021 | Volume: 138 | Issue: Supplement 1 | Pages: 119-119

10.1182/blood-2021-146894 Get It

Abstract Background: There has been a steady improvement in the survival of patients with multiple myeloma (MM) due to better understanding of the pathophysiology, use of novel agents, and risk-adapted therapy. These improvements were largely observed in clinical trials and tertiary center populations and questions remain about the generalizability of these findings to patients in community settings. Here, we compared the experience of patients seen at Mayo Clinic, Rochester (MAYO) and those followed in the Surveillance, Epidemiology, and End Results Program (SEER), to gain a better understanding of current trends in survival. Methods: We studied all patients with MM diagnosed between 01/2004 and 12/2018 seen at MAYO and those followed in SEER (18 registry research data 2000-2018, 11/2020 submission). For comparison with SEER, MAYO patients who were alive at the end of SEER follow-up (12/31/2018) were censored. For the estimation of relative survival, patients alive at the end of 2019 were censored to align with the published United States general population rate tables. Overall survival (OS) estimates were calculated using the method described by Kaplan and Meier. Multivariable-adjusted proportional hazards regression models were used to assess the association between the 5-year interval of diagnosis and overall survival. Expected OS estimates were calculated based on United States general population rate tables from the Human Mortality Database using a conditional approach. Standardized mortality ratios (SMR) were calculated by dividing the number of observed deaths by the number of expected deaths in age- and sex-matched general United States population controls. Linear regression models were fit to test for trends in SMRs over time. Results: The median age at diagnosis was 3 years lower in patients seen at MAYO compared to patients followed in SEER. The proportion of patients 75 years and older at the time of diagnosis was higher in SEER (26.3%) compared to MAYO (15.3%). Median OS was 6.7 years (95% CI 6.3-7.1) for MAYO compared to 4.6 years (95% CI 4.5-4.7) in SEER (Figure 1). When stratifying OS by year of diagnosis (in 5-year-intervals: 2004-2008, 2009-2013, 2014-2018), improvements were seen in both patient populations over time, albeit to a greater extent in patients seen at MAYO (Figures 2 and 3). The results were consistent after adjusting for age and sex in both MAYO and SEER. There were improvements in OS across all three 5-year intervals and age groups in both patient populations. In MAYO, these improvements were most pronounced during the second 5-year interval for younger patients (&lt; 65 years) and more pronounced during the last 5-year interval for older patients (&gt; 65 years). In SEER, the improvements were more gradual across the three 5-year intervals, but it was noted that the relative improvements in younger patients were greater than in older patients during the last 5-year interval. Early mortality decreased over time in both patient populations: from 11% to 6% at MAYO and from 23% to 16% in SEER (Figure 4). To examine the observed improvements in the context of the survival trends of the general population, we stratified the SMRs by patient population, age at diagnosis, and year of diagnosis, and a lack of improvement in excess mortality was observed among older patients (&gt;75 years) in both populations over time (Figure 5). Three- and five-year overall survival estimates were higher in patients seen at MAYO compared to patients followed in SEER, but the survival advantage diminished with increasing follow-up time (Figure 6). On further sub-group analysis within MAYO patients, excess mortality was observed for all International staging system (ISS) stages and patients with high-risk (HR) cytogenetics. Stratifying the SMRs by age and risk group, decreases in excess mortality were most pronounced among older patients, particularly those with indolent disease (Figure 7). Conclusions: Survival outcomes in MM continued to improve in both patient populations. These improvements were more pronounced in MAYO compared to SEER, which may be partially explained by differences in access to specialized care. The most pronounced improvements were observed among younger patients and those with favorable disease characteristics. Future efforts need to focus on improving therapies for patients with unfavorable disease characteristics and on increasing access to specialized care in community settings. Figure 1 Figure 1. Disclosures Kapoor: Glaxo SmithKline: Research Funding; Takeda: Research Funding; Sanofi: Research Funding; Amgen: Research Funding; Sanofi: Consultancy; Pharmacyclics: Consultancy; Ichnos Sciences: Research Funding; BeiGene: Consultancy; Regeneron Pharmaceuticals: Research Funding; AbbVie: Research Funding; Karyopharm: Research Funding; Karyopharm: Consultancy; Cellectar: Consultancy. Dingli: Alexion: Consultancy; Apellis: Consultancy; Janssen: Consultancy; Novartis: Research Funding; GSK: Consultancy; Sanofi: Consultancy. Gertz: Ionis Pharmaceuticals: Other: Advisory Board; Aurora Biopharma: Other: Stock option; AbbVie Inc, Celgene Corporation: Other: Data Safetly & Monitoring; Akcea Therapeutics, Ambry Genetics, Amgen Inc, Celgene Corporation, Janssen Biotech Inc, Karyopharm Therapeutics, Pfizer Inc (to Institution), Sanofi Genzyme: Honoraria; Akcea Therapeutics, Alnylam Pharmaceuticals Inc, Prothena: Consultancy. Lin: Novartis: Consultancy; Celgene: Consultancy, Research Funding; Juno: Consultancy; Takeda: Research Funding; Gamida Cell: Consultancy; Vineti: Consultancy; Merck: Research Funding; Bluebird Bio: Consultancy, Research Funding; Legend: Consultancy; Sorrento: Consultancy; Janssen: Consultancy, Research Funding; Kite, a Gilead Company: Consultancy, Research Funding. Dispenzieri: Sorrento Therapeutics: Consultancy; Janssen: Consultancy, Research Funding; Takeda: Research Funding; Oncopeptides: Consultancy; Alnylam: Research Funding; Pfizer: Research Funding. Kumar: Tenebio: Research Funding; Amgen: Consultancy, Research Funding; Oncopeptides: Consultancy; Bluebird Bio: Consultancy; KITE: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Merck: Research Funding; Novartis: Research Funding; Celgene: Membership on an entity's Board of Directors or advisory committees, Research Funding; Adaptive: Membership on an entity's Board of Directors or advisory committees, Research Funding; Astra-Zeneca: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Roche-Genentech: Consultancy, Research Funding; Beigene: Consultancy; Takeda: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Janssen: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Carsgen: Research Funding; Antengene: Consultancy, Honoraria; BMS: Consultancy, Research Funding; Abbvie: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Sanofi: Research Funding.
The Impact of the Central Carbon Energy Metabolism Transcriptome in the Pathogenesis and Outcomes of Multiple Myeloma
Evans, Laura A. , Kumar, Shaji , Jessen, Erik , Kapoor, Prashant , Lacy, Martha Q. , Hayman, Suzanne R. , Warsame, Rahma , Kourelis, Taxiarchis , Jang, Jin Sung , Kyle, Robert A. , Dispenzieri, Angela , Buadi, Francis K. , Dingli, David , Leung, Nelson , Muchtar, Eli , Lin, Yi , Siddiqui, Mustaqeem , Rajkumar, S. Vincent , Gertz, Morie A. , Fonseca, Rafaël , Gonsalves, Wilson I.

Blood | November 24, 2021 | Volume: 138 | Issue: Supplement 1 | Pages: 2650-2650

10.1182/blood-2021-147845 Get It

Abstract Introduction: Multiple gene expression profile assays have successfully prognosticated the overall survival (OS) outcomes of patients with Newly Diagnosed Multiple Myeloma (NDMM) and are now available for use in clinical practice. The genes included in these profiles encompass several aspects of cancer biology broadly such as cell-cycle biology, energy metabolism, migration, adhesion, immune evasion etc. Since altered energy metabolism is one of the hallmarks of all cancer cells, our goal was to take a deep-dive into specific genes associated with intracellular central carbon energy metabolism (CCEM) pathways such as oxidative phosphorylation (OxPhos) as well as glycolysis and lactate fermentation (Glyco-Lac) in MM cells to determine their impact on the pathogenesis and prognosis of MM patients. Methods: Gene expression level data via RNA sequencing from the COMMPASS dataset (made available by the Multiple Myeloma Research Foundation (MMRF)) was utilized. The expression levels of all genes associated with the OxPhos (N = 118) and Glyco-Lac (N = 34) pathways were evaluated in CD138+ cells derived from patients with NDMM. Each gene was dichotomized into low and high expression groups -based on their expression level above and below the median fragments per kilobase of transcript per million (FPKM), respectively. The prognostic significance of dichotomizing each of the 152 genes in this NDMM cohort was evaluated by levels of their hazard ratios (HRs) for OS determined by the log-rank method. Genes from the OxPhos and Glyco-Lac pathways were selected based on their significant negative impact on OS, wide representation of their biologic activity throughout the pathway and high independence from each other. This resulted in the selection of 12 distinct genes of interest. A scoring system consisting of assigning a point for every gene where their FPKM was above the median yielded a minimum of 0 and a maximum of 12 for the set of genes in the OxPhos and Glyco-Lac pathways to create an energy metabolism score (EMS). Patients were then categorized into "low" (0-8) or "high" (9-12) EMS groups. In addition, patients were designated as having high-risk cytogenetics if they had any of the following: t(4;14), t(14;16), t(14;20), del17p, and Amp 1q. Survival analysis was performed using the Kaplan-Meier survival analysis and compared via the log-rank method. Finally, the distribution of the EMS score among patients within a spectrum of plasma cell disorders such as, monoclonal gammopathy of undetermined significance (MGUS), smoldering multiple myeloma and MM as well as normal plasma cells was assessed using a previously published transcriptome dataset (GSE6477). Results: A total of 766 patients were included in this study. The selected genes included in this scoring system and their biological relevance in the OxPhos and Glyco-Lac pathways are depicted in Figure A. The distribution of low and high EMS groups across ISS stage and cytogenetic risk are depicted in Figure B and C respectively. The median OS (mOS) and PFS for the high (N = 248) vs. low (N = 518) EMS groups was 55 vs. 94 months (HR: 2.41; (95%CI: 1.85-3.14); P &lt;0.0001) (Figure D) and 24 vs. 42 months (HR: 1.74; (95%CI: 1.42-2.13); P &lt;0.0001). Patients with ISS 2 stage disease categorized as having a high or low EMS score had a similar mOS to patients with ISS 3 and ISS 1 stage disease respectively (Figure E). Similarly, the mOS was similar among patients with standard risk and high-risk cytogenetics when categorized by low and high EMS (Figure F). Finally, the relative expression of most of the 12 select CCEM genes (Figure G) and the probability of a high EMS score increased among patients along the spectrum of plasma cell disorders (Normal plasma cell -&gt; MGUS -&gt; SMM -&gt; MM) (Figure H). Conclusions: The expression levels of specific genes associated with the activity of intracellular CCEM pathways such as glycolysis, lactate fermentation and oxidative phosphorylation in plasma cells provides evidence for the impact of cellular energy metabolism on the pathogenesis and survival outcomes of MM. This provides an opportunity for developing future studies aimed at understanding the energy metabolism pathways of plasma cell malignancies in greater detail so as to exploit them for diagnostic and therapeutic purposes in MM. Figure 1 Figure 1. Disclosures Kumar: Novartis: Research Funding; Amgen: Consultancy, Research Funding; Beigene: Consultancy; Carsgen: Research Funding; Merck: Research Funding; Antengene: Consultancy, Honoraria; Janssen: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Astra-Zeneca: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Oncopeptides: Consultancy; Roche-Genentech: Consultancy, Research Funding; KITE: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Takeda: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Tenebio: Research Funding; Bluebird Bio: Consultancy; Celgene: Membership on an entity's Board of Directors or advisory committees, Research Funding; BMS: Consultancy, Research Funding; Abbvie: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Adaptive: Membership on an entity's Board of Directors or advisory committees, Research Funding; Sanofi: Research Funding. Dispenzieri: Alnylam: Research Funding; Sorrento Therapeutics: Consultancy; Oncopeptides: Consultancy; Pfizer: Research Funding; Takeda: Research Funding; Janssen: Consultancy, Research Funding. Kapoor: AbbVie: Research Funding; Takeda: Research Funding; Karyopharm: Consultancy; Cellectar: Consultancy; BeiGene: Consultancy; Pharmacyclics: Consultancy; Sanofi: Consultancy; Amgen: Research Funding; Ichnos Sciences: Research Funding; Regeneron Pharmaceuticals: Research Funding; Glaxo SmithKline: Research Funding; Karyopharm: Research Funding; Sanofi: Research Funding. Dingli: Apellis: Consultancy; Sanofi: Consultancy; Janssen: Consultancy; GSK: Consultancy; Novartis: Research Funding; Alexion: Consultancy. Lin: Gamida Cell: Consultancy; Takeda: Research Funding; Kite, a Gilead Company: Consultancy, Research Funding; Juno: Consultancy; Novartis: Consultancy; Legend: Consultancy; Janssen: Consultancy, Research Funding; Celgene: Consultancy, Research Funding; Bluebird Bio: Consultancy, Research Funding; Sorrento: Consultancy; Merck: Research Funding; Vineti: Consultancy. Gertz: Akcea Therapeutics, Ambry Genetics, Amgen Inc, Celgene Corporation, Janssen Biotech Inc, Karyopharm Therapeutics, Pfizer Inc (to Institution), Sanofi Genzyme: Honoraria; Aurora Biopharma: Other: Stock option; AbbVie Inc, Celgene Corporation: Other: Data Safetly & Monitoring; Ionis Pharmaceuticals: Other: Advisory Board; Akcea Therapeutics, Alnylam Pharmaceuticals Inc, Prothena: Consultancy. Fonseca: Aduro: Consultancy; Kite: Consultancy; Juno: Consultancy; Merck: Consultancy; Takeda: Consultancy; Caris Life Sciences: Membership on an entity's Board of Directors or advisory committees; Patent: Prognosticaton of myeloma via FISH: Patents & Royalties; AbbVie: Consultancy; Scientific Advisory Board: Adaptive Biotechnologies: Membership on an entity's Board of Directors or advisory committees; OncoTracker: Consultancy, Membership on an entity's Board of Directors or advisory committees; Mayo Clinic in Arizona: Current Employment; Amgen: Consultancy; BMS: Consultancy; Celgene: Consultancy; Bayer: Consultancy; Janssen: Consultancy; Novartis: Consultancy; Pharmacyclics: Consultancy; Sanofi: Consultancy; GSK: Consultancy.