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758 citation(s) found for "Lake, DF".

Multi-Ancestry Polygenic Risk Score for Coronary Heart Disease Based on an Ancestrally Diverse Genome-Wide Association Study and Population-Specific Optimization
Smith, Johanna L. , Tcheandjieu, Catherine , Dikilitas, Ozan , Iyer, Kruthika , Miyazawa, Kazuo , Hilliard, Austin T. , Lynch, Julie A. , Rotter, Jerome I. , Chen, Yii‐Der Ida , Sheu, Wayne Huey‐Herng , Kanoni, Stavroula , Tsao, Philip S. , Ito, Kaoru , Kosel, Matthew , Schaid, Daniel J. , Chen, Yii-Der Ida , Hilliard, Austin , Lynch, Julie A , Chang, Kyong-Mi , Kanoni, Stavroula , Tsao, Philip S , Ito, Kaoru , Kosel, Matthew , Clarke, Shoa L , Schaid, Daniel J , Assimes, Themistocles L , Kullo, Iftikhar J , Dikilitas, Ozan , Rotter, Jerome I , Chang, Kyong‐Mi , Clarke, Shoa L. , Assimes, Themistocles L. , Kullo, Iftikhar J.

Circulation: Genomic and Precision Medicine | February 21, 2024 | Volume: 17 | Issue: 3 | Pages: No page available

10.1161/circgen.123.004272 | PMID 38380516 Get It

BACKGROUND: Predictive performance of polygenic risk scores (PRS) varies across populations. To facilitate equitable clinical use, we developed PRS for coronary heart disease (CHD; PRS CHD ) for 5 genetic ancestry groups. METHODS: We derived ancestry-specific and multi-ancestry PRS CHD based on pruning and thresholding (PRS PT ) and ancestry-based continuous shrinkage priors (PRS CSx ) applied to summary statistics from the largest multi-ancestry genome-wide association study meta-analysis for CHD to date, including 1.1 million participants from 5 major genetic ancestry groups. Following training and optimization in the Million Veteran Program, we evaluated the best-performing PRS CHD in 176,988 individuals across 9 diverse cohorts. RESULTS: Multi-ancestry PRS PT and PRS CSx outperformed ancestry-specific PRS PT and PRS CSx across a range of tuning values. Two best-performing multi-ancestry PRS CHD (ie, PRS PTmult and PRS CSxmult ) and 1 ancestry-specific (PRS CSxEUR ) were taken forward for validation. PRS PTmult demonstrated the strongest association with CHD in individuals of South Asian ancestry and European ancestry (odds ratio per 1 SD [95% CI, 2.75 [2.41–3.14], 1.65 [1.59–1.72]), followed by East Asian ancestry (1.56 [1.50–1.61]), Hispanic/Latino ancestry (1.38 [1.24–1.54]), and African ancestry (1.16 [1.11–1.21]). PRS CSxmult showed the strongest associations in South Asian ancestry (2.67 [2.38–3.00]) and European ancestry (1.65 [1.59–1.71]), lower in East Asian ancestry (1.59 [1.54–1.64]), Hispanic/Latino ancestry (1.51 [1.35–1.69]), and the lowest in African ancestry (1.20 [1.15–1.26]). CONCLUSIONS: The use of summary statistics from a large multi-ancestry genome-wide meta-analysis improved the performance of PRS CHD in most ancestry groups compared with single-ancestry methods. Despite the use of one of the largest and most diverse sets of training and validation cohorts to date, improvement of predictive performance was limited in African ancestry. This highlights the need for larger genome-wide association study datasets of underrepresented populations to enhance the performance of PRS CHD .
Psychodid flies and their implicated role in human myiasis and pseudomyiasis
Mathison, Blaine A. , Madriz, Isaí, Pritt, Bobbi S. , Curler, Gregory R. , Curler, Gregory , Pritt, Bobbi S , Mathison, Blaine A

Journal of Clinical Microbiology | February 16, 2024 | Volume: 62 | Issue: 3 | Pages: No page available

10.1128/jcm.01200-23 | PMID 38363141 Get It

ABSTRACT Several psychodid flies are commonly associated with human-inhabited environments and have been increasingly implicated in cases of human myiasis. However, the basic biology of psychodid larvae is not well-suited for survival in the human intestinal or urogenital tract, making true, prolonged myiasis unlikely. In this review, we performed a systematic literature review of published cases of purported myiasis caused by psychodid flies, their identification, associated clinical findings, and treatment. We also discuss the anatomy and lifecycle of psychodid flies in relation to their purported ability to use human tissue as a nutritive source and survive in the human alimentary or urogenital tracts. Based on the range of non-specific and varied reported clinical manifestations, lack of observed collections, life cycle patterns of psychodid flies, the mechanics of their mouthparts, and breathing requirements, we conclude that most cases likely represent incidental findings, or in rare cases possibly pseudomyiasis, rather than true myiasis, and provide recommendations for clinical evaluation and reporting so that disease misclassification and unnecessary therapy do not occur.
Exploring the Link between Altitude of Residence and Smoking Patterns in the United States
Boxer, Danielle , Sung, Young‐Hoon, Núñez, Nicolás A. , Fitzgerald, Colleen , Renshaw, Perry F. , Boxer, Danielle Jeanne-Marie , Fitzgerald, Colleen Elizabeth, Kondo, Douglas G.

International Journal of Environmental Research and Public Health | February 14, 2024 | Volume: 21 | Issue: 2 | Pages: 226

10.3390/ijerph21020226 | PMID 38397715 Get It

Introduction: Smoking-related diseases affect 16 million Americans, causing approximately 480,000 deaths annually. The prevalence of cigarette smoking varies regionally across the United States, and previous research indicates that regional rates of smoking-related diseases demonstrate a negative association with altitude. The purpose of this study was to determine the relationship between altitude and the prevalence of cigarette smoking by county (N = 3106) in the United States. We hypothesized that smoking prevalence among adults would be negatively associated with mean county altitude. Methods: A multivariate linear regression was performed to examine the relationship between county-level mean altitude and county smoking rate. Covariates were individually correlated with 2020 smoking data, and significant associations were included in the final model. Results: The multivariate linear regression indicated that the county-level smoking rates are significantly reduced at high altitudes (p < 0.001). The model accounted for 89.5% of the variance in smoking prevalence, and for each 1000-foot increase in altitude above sea level, smoking rates decreased by 0.143%. Based on multivariate linear regression, the following variables remained independently and significantly associated: race, sex, educational attainment, socioeconomic status, unemployment, physical inactivity, drinking behavior, mental distress, and tobacco taxation. Conclusions: Our results indicate that smoking rates are negatively associated with altitude, which may suggest that altitude affects the pharmacokinetics, pharmacodynamics, and mechanistic pathways involved in cigarette use. Further research is needed to explore the relationship between altitude and smoking and how altitude may serve as a protective factor in the acquisition and maintenance of tobacco use disorders.
Design and evaluation of an electronic prospective medication order review system for medication orders in the inpatient setting
Ojha, Pooja, Draper, Evan , Flaker, Susan M, Siska, Mark H., Mara, Kristin C. , Kennedy, Brian , Schreier, Diana J., Anderson, Benjamin J, Draper, Evan W, Kennedy, Brian D, Mara, Kristin C , Anderson, Benjamin J

JAMIA Open | January 28, 2024 | Volume: 7 | Issue: 1 | Pages: No page available

10.1093/jamiaopen/ooae003 | PMID 38283885 Get It

Abstract Objectives Since the 1970s, a plethora of tools have been introduced to support the medication use process. However, automation initiatives to assist pharmacists in prospectively reviewing medication orders are lacking. The review of many medications may be protocolized and implemented in an algorithmic fashion utilizing discrete data from the electronic health record (EHR). This research serves as a proof of concept to evaluate the capability and effectiveness of an electronic prospective medication order review (EPMOR) system compared to pharmacists’ review. Materials and methods A subset of the most frequently verified medication orders were identified for inclusion. A team of clinical pharmacist experts developed best-practice EPMOR criteria. The established criteria were incorporated into conditional logic built within the EHR. Verification outcomes from the pharmacist (human) and EPMOR (automation) were compared. Results Overall, 13 404 medication orders were included. Of those orders, 13 133 passed pharmacist review, 7388 of which passed EPMOR. A total of 271 medication orders failed pharmacist review due to order modification or discontinuation, 105 of which passed EPMOR. Of the 105 orders, 19 were duplicate orders correctly caught by both EPMOR and pharmacists, but the opposite duplicate order was rejected, 51 orders failed due to scheduling changes. Discussion This simulation was capable of effectively discriminating and triaging orders. Protocolization and automation of the prospective medication order review process in the EHR appear possible using clinically driven algorithms. Conclusion Further research is necessary to refine such algorithms to maximize value, improve efficiency, and minimize safety risks in preparation for the implementation of fully automated systems.
Histologic and Clinical Factors Associated with Kidney Outcomes in IgA Vasculitis Nephritis
Barbour, Sean J. , Coppo, Rosanna , Er, Lee, Pillebout, Évangéline , Russo, María Luisa , Alpers, Charles E. , Ferrario, Franco, Jennette, J. Charles , Roberts, Ian S.D. , Cook, H. Terence , Ding, Jie , Su, Baige , Zhong, Xuhui, Zand, Ladan , Lucchetti, Laura , Katafuchi, Ritsuko , Shima, Yuko , Yoshikawa, Norishige, Ichikawa, Daisuke , Suzuki, Yusuke , Park, Catherine , Nelson, Raoul D., Narus, JoAnn Hansen , Wenderfer, Scott E. , Monteiro, Renato C. , Nakatani, Shinya , Mastrangelo, Antonio , Nuutinen, Matti, Koskela, Mikael , Weber, Lutz T. , Hackl, Ágnes, Pecoraro, Carmine, Yokoo, Takashi , Ito, Takafumi, Conti, Giovanni , Materassi, Marco , Zhang, Hong , Shi, Sufang , Liu, Zhihong , Ávila-Casado, Carmen , Bajema, Ingeborg M., Barreca, Antonella , Comstock, Jessica, Cornea, Virgilius , Eldin, Karen W. , Hernandez, Loren Herrera, Hou, Jean , Lin, Mercury, Messias, Nidia , Tokola, Heikki , DʼArmiento, Maria , Sannier, Aurélie , Jennette, J Charles , Ding, Jie , Zand, Ladan , Peruzzi, Licia , Shima, Yuko , Ichikawa, Daisuke , Suzuki, Yusuke , Narus, JoAnn H , Wenderfer, Scott E , Geetha, Duvuru , Daugas, Eric , Monteiro, Renato C , Tsuboi, Nobuo , Yokoo, Takashi , Fujimoto, Shouichi , Materassi, Marco , Shi, Sufang , Liu, Zhi-Hong , Tesar, Vladimir , Maixnerova, Dita , Barreca, Antonella , Eldin, Karen , Joh, Kensuke , Muda, Andrea Onetti , Pagni, Fabio , Diomedi-Camassei, Francesca , Tokola, Heikki , Seidl, Maximilian , Sannier, Aurélie , Soares, Maria Fernanda , Wang, Suxia , Zeng, Caihong , Coppo, Rosanna , Fogo, Agnes B. , Fervenza, Fernando C. , Murer, Luisa , Wyatt, Robert J. , Pohl, Martin, Santoro, Domenico , Tesař, Vladimı́r , Becker, Jan Ulrich , Diomedi‐Camassei, Francesca , Rosenberg, Avi Z. , Haas, Mark

Clinical Journal of the American Society of Nephrology | January 23, 2024 | Volume: 19 | Issue: 4 | Pages: 438-451

10.2215/cjn.0000000000000398 | PMID 38261310 Get It

Background Nephritis is a common manifestation of IgA vasculitis and is morphologically indistinguishable from IgA nephropathy. While MEST-C scores are predictive of kidney outcomes in IgA nephropathy, their value in IgA vasculitis nephritis has not been investigated in large multiethnic cohorts. Methods Biopsies from 262 children and 99 adults with IgA vasculitis nephritis ( N =361) from 23 centers in North America, Europe, and Asia were independently scored by three pathologists. MEST-C scores were assessed for correlation with eGFR/proteinuria at biopsy. Because most patients ( N =309, 86%) received immunosuppression, risk factors for outcomes were evaluated in this group using latent class mixed models to identify classes of eGFR trajectories over a median follow-up of 2.7 years (interquartile range, 1.2–5.1). Clinical and histologic parameters associated with each class were determined using logistic regression. Results M, E, T, and C scores were correlated with either eGFR or proteinuria at biopsy. Two classes were identified by latent class mixed model, one with initial improvement in eGFR followed by a late decline (class 1, N =91) and another with stable eGFR (class 2, N =218). Class 1 was associated with a higher risk of an established kidney outcome (time to ≥30% decline in eGFR or kidney failure; hazard ratio, 5.84; 95% confidence interval, 2.37 to 14.4). Among MEST-C scores, only E1 was associated with class 1 by multivariable analysis. Other factors associated with class 1 were age 18 years and younger, male sex, lower eGFR at biopsy, and extrarenal noncutaneous disease. Fibrous crescents without active changes were associated with class 2. Conclusions Kidney outcome in patients with biopsied IgA vasculitis nephritis treated with immunosuppression was determined by clinical risk factors and endocapillary hypercellularity (E1) and fibrous crescents, which are features that are not part of the International Study of Diseases of Children classification.
Germline Testing in Patients With Breast Cancer: ASCO–Society of Surgical Oncology Guideline
Bedrosian, Isabelle , Somerfield, Mark R. , Boughey, Judy C. , Curigliano, Giuseppe , Friedman, Sue , Kohlmann, Wendy , Kurian, Allison W. , Laronga, Christine , Norquist, Barbara M. , Plichta, Jennifer K. , Rodríguez, Patricia , Shah, Payal D. , Wood, Marie , Yadav, Siddhartha , Yao, Katherine , Boughey, JC , Curigliano, Giuseppe , Kohlmann, Wendy K , Kurian, Allison W , Lynce, Filipa , Norquist, Barbara , Plichta, Jennifer K , Rodriguez, Patricia , Shah, Payal D , Tischkowitz, Marc D. , Yadav, Siddhartha , Robson, Mark , Bedrosian, Isabelle , Achatz, Maria Isabel , Robson, Mark E.

Journal of Clinical Oncology | January 4, 2024 | Volume: 42 | Issue: 5 | Pages: 584-604

10.1200/jco.23.02225 | PMID 38175972 Get It

PURPOSE To develop recommendations for germline mutation testing for patients with breast cancer. METHODS An ASCO–Society of Surgical Oncology (SSO) panel convened to develop recommendations based on a systematic review and formal consensus process. RESULTS Forty-seven articles met eligibility criteria for the germline mutation testing recommendations; 18 for the genetic counseling recommendations. RECOMMENDATIONS BRCA1/ 2 mutation testing should be offered to all newly diagnosed patients with breast cancer ≤65 years and select patients >65 years based on personal history, family history, ancestry, or eligibility for poly(ADP-ribose) polymerase (PARP) inhibitor therapy. All patients with recurrent breast cancer who are candidates for PARP inhibitor therapy should be offered BRCA1/ 2 testing, regardless of family history. BRCA1/ 2 testing should be offered to women who develop a second primary cancer in the ipsilateral or contralateral breast. For patients with prior history of breast cancer and without active disease, testing should be offered to patients diagnosed ≤65 years and selectively in patients diagnosed after 65 years, if it will inform personal and family risk. Testing for high-penetrance cancer susceptibility genes beyond BRCA1/ 2 should be offered to those with supportive family histories; testing for moderate-penetrance genes may be offered if necessary to inform personal and family cancer risk. Patients should be provided enough pretest information for informed consent; those with pathogenic variants should receive individualized post-test counseling. Variants of uncertain significance should not impact management, and patients with such variants should be followed for reclassification. Referral to providers experienced in clinical cancer genetics may help facilitate patient selection and interpretation of expanded testing, and provide counseling of individuals without pathogenic germline variants but with significant family history. Additional information is available at www.asco.org/breast-cancer-guidelines .
Characteristics and Clinical Outcomes of Vaccine-Eligible US Children Under-5 Years Hospitalized for Acute COVID-19 in a National Network
Zambrano, Laura D. , Newhams, Margaret M. , Fleming‐Dutra, Katherine E. , Halasa, Natasha , Wu, Michael , Orzel-Lockwood, Amber O., Kamidani, Satoshi , Pannaraj, Pia S. , Chiotos, Kathleen , Cameron, Melissa A. , Schuster, Jennifer E. , Crandall, Hillary , Kong, Michele , Nofziger, Ryan A. , Staat, Mary Allen , Bhumbra, Samina S. , Irby, Katherine , Boom, Julie A. , Hume, Janet R. , Gertz, Shira J. , Maamari, Mia , Bowens, Cindy , Levy, Emily R. , Bradford, Tamara T. , Walker, Tracie C. , Mack, Elizabeth , Guzman‐Cottrill, Judith A. , Zinter, Matt S. , Bline, Katherine , Randolph, Adrienne G. , Investigators, for the Overcoming COVID-19, Levy, Emily R. , Malloch, Lacy , Simeone, Regina M , Fleming-Dutra, Katherine E , Halasa, Natasha , Wu, Michael , Kamidani, Satoshi , Pannaraj, Pia S , Chiotos, Kathleen , Cameron, Melissa A , Maddux, Aline B , Crandall, Hillary , Kong, Michele , Nofziger, Ryan A , Staat, Mary A , Bhumbra, Samina S , Irby, Katherine , Sahni, Leila C , Hume, Janet R , Gertz, Shira J , Maamari, Mia , Bowens, Cindy , Bradford, Tamara T , Walker, Tracie C , Schwartz, Stephanie P , Mack, Elizabeth H , Guzman-Cottrill, Judith A , Hobbs, Charlotte V , Cvijanovich, Natalie Z , Bline, Katherine E , Hymes, Saul R , Campbell, Angela P , Randolph, Adrienne G , Levy, Emily R , Zambrano, Laura D , Simeone, Regina M. , Maddux, Aline B. , Schwartz, Stephanie P. , Hobbs, Charlotte V. , Hymes, Saul , Investigators, for the Overcoming COVID-19

Pediatric Infectious Disease Journal | December 25, 2023 | Volume: 43 | Issue: 3 | Pages: 242-249

10.1097/inf.0000000000004225 | PMID 38145397 Get It

Background and objectives: In June 2022, the mRNA COVID-19 vaccination was recommended for young children. We examined clinical characteristics and factors associated with vaccination status among vaccine-eligible young children hospitalized for acute COVID-19. Methods: We enrolled inpatients 8 months to <5 years of age with acute community-acquired COVID-19 across 28 US pediatric hospitals from September 20, 2022 to May 31, 2023. We assessed demographic and clinical factors, including the highest level of respiratory support, and vaccination status defined as unvaccinated, incomplete, or complete primary series [at least 2 (Moderna) or 3 (Pfizer-BioNTech) mRNA vaccine doses ≥14 days before hospitalization]. Results: Among 597 children, 174 (29.1%) patients were admitted to the intensive care unit and 75 (12.6%) had a life-threatening illness, including 51 (8.5%) requiring invasive mechanical ventilation. Children with underlying respiratory and neurologic/neuromuscular conditions more frequently received higher respiratory support. Only 4.5% of children hospitalized for COVID-19 (n = 27) had completed their primary COVID-19 vaccination series and 7.0% (n = 42) of children initiated but did not complete their primary series. Among 528 unvaccinated children, nearly half (n = 251) were previously healthy, 3 of them required extracorporeal membrane oxygenation for acute COVID-19 and 1 died. Conclusions: Most young children hospitalized for acute COVID-19, including most children admitted to the intensive care unit and with life-threatening illness, had not initiated COVID-19 vaccination despite being eligible. Nearly half of these children had no underlying conditions. Of the small percentage of children who initiated a COVID-19 primary series, most had not completed it before hospitalization.
Acupuncture in Sports Medicine
Pujalte, George , Malone, Michael A. , Mandavalli, Akhil , Phrathep, Davong D , Shah, N. , Perlman, Adam , Pujalte, George G A , Malone, Michael , Phrathep, Davong David , Shah, Neil P , Perlman, Adam

Journal of Acupuncture and Meridian Studies | December 20, 2023 | Volume: 16 | Issue: 6 | Pages: 239-247

10.51507/j.jams.2023.16.6.239 | PMID 38115589 Get It

Abstract 16898: Myocardial Recovery Associated Gene Cdcp1 Expression Attenuates Cardiac Fibrosis in a Pressure Over-Load Mouse Model
Wang, Min , Vyas, Hridyanshu , Roos, Carolyn M, Huang, Runqing, Sahni, Jyotan , McNamara, Dennis M. , Barlera, Simona, Merlo, Marco , Chaloupka, Anna , Krejčí, Jan , Weinshilboum, Richard M. , Pereira, Naveen L. , Liu, Duan , Pileggi, Silvana , Mestroni, Luisa , Sinagra, Gianfranco , Pinet, F , Groote, Pascal de , Weinshilboum, Richard M. , Miller, Jordan D.

Circulation | December 19, 2023 | Volume: 148 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.148.suppl_1.16898 Get It

Background: We have previously demonstrated by performing a genome-wide association study that a genetic locus resulting in ↓CDCP1 expression was associated with myocardial recovery in patients with dilated cardiomyopathy (DCM). We have subsequently shown that ↓CDCP1 decreases human cardiac fibroblast proliferation in vitro , however, its potential role in modulating cardiac fibrosis and function in vivo is unknown. Methods: A Cdcp1 knock-out (KO) mouse was generated on FVB/NJ background. Angiotensin II/Phenylephrine (AngII/PE) or saline was infused by an osmotic pump into mice ( Cdcp1 KO n=20; wild type/wt n=18) for 4 weeks. Echocardiography was performed at 0 and 4 weeks. Picrosirius red (PSR) staining was performed on cross-sectional heart tissue to identify cardiac fibrosis, which was quantified, using ImageJ software, as a percentage of left ventricular (LV) area stained by PSR. Results: LV mass index (LVMI) significantly increased in AngII/PE wt mice as compared to saline wt (figure a. 3.65±0.15 mg/g vs 3.05±0.17mg/g, p=0.01), however, AngII/PE Cdcp1 KO mice had significantly decreased LVMI as compared to AngII/PE wt mice (figure a. 3.17±0.09 mg/g vs 3.65±0.15 mg/g, p=0.01). In addition, fractional shortening trended higher in AngII/PE Cdcp1 KO mice as compared to AngII/PE wt mice (figure b. 50.36±2.06% vs 45.48±1.43%, p=0.07). Extent of cardiac fibrosis was significantly higher in AngII/PE wt mice as compared to saline wt (figure c. 15.79±0.49% vs 7.93±0.39%, p<0.0001), however AngII/PE Cdcp1 KO mice had significantly reduced cardiac fibrosis as compared to AngII/PE wt mice (figure c. 9.41±0.43%, p<0.0001). Conclusions: CDCP1 KO significantly reduces pressure over-load induced LV hypertrophy and cardiac fibrosis. Its role as a novel therapeutic target in attenuating fibrosis and improving cardiac function in DCM needs to be further explored.
Real-World Impact of Bridging Therapy on Outcomes of Ide-cel for Myeloma in the U.S. Myeloma Immunotherapy Consortium
Afrough, Aimaz , Hashmi, Hamza , Hansen, Doris K. , Peres, Lauren C. , Dima, Danai , Freeman, Ciara L. , Puglianini, Omar Castañeda , Voorhees, Peter M. , Shune, Leyla , Simmons, Gary , Sborov, Douglas W. , Kaur, Gurbakash, Sannareddy, Aishwarya , Ferreri, Christopher J. , Gaballa, Mahmoud , Janakiram, Murali , Midha, Shonali , Wagner, Charlotte B , Patel, Krina K. , Khouri, Jack , Castaneda Puglianini, Omar , Dima, Danai , Wagner, Charlotte , Janakiram, Murali , Hansen, Doris K

No container title available | December 7, 2023 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-3477431/v1 Get It

Abstract In a retrospective analysis at 11 US medical centers, bridging therapy (BT) impact after receiving idecabtagene vicleucel was assessed in 214 patients. 79% received BT, including 12% Selinexor-containing, 45% alkylator-based, 15% proteasome inhibitor combinations, and 18% immunomodulatory drugs +/- monoclonal antibody combinations (IMiD +/- mAb combos). BT recipients had worse performance status, higher stage disease, ferritin and CRP pre-infusion. The overall response rate to BT was 12%, with no difference among BT subgroups. Safety profiles were similar, but Selinexor had a higher grade ≥2 ICANS incidence. Median progression-free survival (PFS) was 6.7 months in BT vs. 11.5 months in no-BT (p=0.007). Median PFS was longest with IMiD +/- mAb combos (12 months), comparable to no-BT, and significantly longer than other BT subgroups (p=0.01). Alkylator-based BT had inferior PFS compared to IMiD +/- mAb combos (p=0.03). Median overall survival (OS) for the BT was 13.8 months vs. not reached in no-BT (p=0.002). Alkylator-based BT had shorter OS compared to others (11.97 months vs. NR; p=0.001). Stepwise Cox regression showed alkylator-based BT and response