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Akbar AF, Zhou AL, Wang A, Feng ASN, Rizaldi AA, Ruck JM, Kilic A. Special Considerations for Advanced Heart Failure Surgeries: Durable Left Ventricular Devices and Heart Transplantation. J Cardiovasc Dev Dis 2024; 11:119. [PMID: 38667737 PMCID: PMC11050210 DOI: 10.3390/jcdd11040119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Revised: 04/08/2024] [Accepted: 04/13/2024] [Indexed: 04/28/2024] Open
Abstract
Heart transplantation and durable left ventricular assist devices (LVADs) represent two definitive therapies for end-stage heart failure in the modern era. Despite technological advances, both treatment modalities continue to experience unique risks that impact surgical and perioperative decision-making. Here, we review special populations and factors that impact risk in LVAD and heart transplant surgery and examine critical decisions in the management of these patients. As both heart transplantation and the use of durable LVADs as destination therapy continue to increase, these considerations will be of increasing relevance in managing advanced heart failure and improving outcomes.
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Affiliation(s)
| | | | | | | | | | | | - Ahmet Kilic
- Division of Cardiac Surgery, Department of Surgery, The Johns Hopkins Hospital, 1800 Orleans Street, Zayed 7107, Baltimore, MD 21287, USA; (A.F.A.); (A.L.Z.); (A.W.); (A.S.N.F.); (A.A.R.); (J.M.R.)
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Siems CB, Ji Z, Jedeon Z, Schultz J, Teigen L, Allen T, John R, Estep JD, Masotti M, Alexy T, Kamdar F, Maharaj V, Pritzker M, Garry D, Shaffer A, Cogswell R. Validation of the Minnesota Pectoralis Risk Score to predict mortality in the HeartMate 3 population. J Heart Lung Transplant 2024; 43:539-546. [PMID: 37956881 DOI: 10.1016/j.healun.2023.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 10/20/2023] [Accepted: 11/05/2023] [Indexed: 11/15/2023] Open
Abstract
BACKGROUND The Minnesota Pectoralis Risk Score (MPRS) utilizes computed tomography-quantified thoracic muscle and clinical variables to predict survival after left ventricular assist device (LVAD) implantation. The model has not been prospectively tested in HeartMate 3 recipients. METHODS A single-center HeartMate 3 cohort from July 2016 to July 2021 (n = 108) was utilized for this analysis. Cohort subjects with complete covariates for MPRS calculation (pectoralis muscle measures, Black race, creatinine, total bilirubin, body mass index, bridge to transplant status, and presence/absence of contrast) implanted after MPRS development were included. MPRS were calculated on each subject. Receiver operating characteristic curves were generated to test model discrimination at 30-day, 90-day, and 1-year mortality post-LVAD. Next, the performance of the 1-year post-LVAD outcome was compared to the HeartMate 3 survival risk score (HM3RS). RESULTS The mean age was 58 (15 years), 80% (86/108) were male, and 26% (28/108) were destination therapy. The area under the curve (AUC) for the MPRS model to predict post-LVAD mortality was 0.73 at 30 days, 0.78 at 90 days, and 0.81 at 1 year. The AUC for the HM3RS for the 1-year outcome was 0.693. Each 1-unit point of the MPRS was associated with a significant increase in the hazard rate of death after LVAD (hazard ratio 2.1, 95% confidence interval 1.5-3.0, p < 0.0001). CONCLUSIONS The MPRS had high performance in this prospective validation, particularly with respect to 90-day and 1-year post-LVAD mortality. Such a tool can provide additional information regarding risk stratification to aid informed decision-making.
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Affiliation(s)
- Chesney B Siems
- Division of Cardiothoracic Surgery, Department of Surgery, University of Minnesota, Minneapolis, Minnesota.
| | - Ziyu Ji
- Department of Biostatistics, University of Minnesota, Minneapolis, Minnesota
| | - Zeina Jedeon
- Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Jessica Schultz
- Cardiovascular Division, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Levi Teigen
- Department of Food Science and Nutrition, University of Minnesota, Minneapolis, Minnesota
| | - Tadashi Allen
- Department of Diagnostic Radiology, University of Minnesota, Minneapolis, Minnesota
| | - Ranjit John
- Division of Cardiothoracic Surgery, Department of Surgery, University of Minnesota, Minneapolis, Minnesota
| | - Jerry D Estep
- Department of Cardiology, Cleveland Clinic Florida, Weston, Florida
| | - Maria Masotti
- Department of Biostatistics, University of Michigan, Ann Arbor, Michigan
| | - Tamas Alexy
- Cardiovascular Division, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Forum Kamdar
- Cardiovascular Division, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Valmiki Maharaj
- Cardiovascular Division, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Marc Pritzker
- Cardiovascular Division, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Daniel Garry
- Cardiovascular Division, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Andrew Shaffer
- Division of Cardiothoracic Surgery, Department of Surgery, University of Minnesota, Minneapolis, Minnesota
| | - Rebecca Cogswell
- Cardiovascular Division, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
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Cordero-Cabán K, Ssembajjwe B, Patel J, Abramov D. How to select a patient for LVAD. Indian J Thorac Cardiovasc Surg 2023; 39:8-17. [PMID: 37525705 PMCID: PMC10386996 DOI: 10.1007/s12055-022-01428-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 08/19/2022] [Accepted: 10/10/2022] [Indexed: 12/16/2022] Open
Abstract
Left ventricular assist device (LVAD) implantation leads to improvement in symptoms and survival in patients with advanced heart failure. An important factor in improving outcomes post-LVAD implantation is optimal preoperative patient selection and optimization. In this review, we highlight the latest on the evaluation of patients with advanced heart failure for LVAD candidacy, including discussion of patient selection, implantation timing, laboratory and other testing considerations, and the importance of psychosocial evaluation. Such thorough evaluation by multidisciplinary team can serve to improve the outcomes of a complex group of patients with advanced heart failure being evaluated for LVAD.
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Affiliation(s)
- Kathia Cordero-Cabán
- Internal Medicine Department, Loma Linda University Medical Center, 11234 Anderson St, Loma Linda, CA 92354 USA
| | - Brian Ssembajjwe
- Internal Medicine Department, Loma Linda University Medical Center, 11234 Anderson St, Loma Linda, CA 92354 USA
| | - Jay Patel
- Division of Cardiology, Loma Linda Veterans Administration Healthcare System, Loma Linda, CA USA
| | - Dmitry Abramov
- Cardiology Department, Loma Linda University Medical Center, 11234 Anderson St, Loma Linda, CA 92354 USA
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Arjomandi Rad A, Kapadia S, Zubarevich A, Nanchahal S, Van den Eynde J, Vardanyan R, Bareka M, Krasopoulos G, Quarto C, Ruhparwar A, Athanasiou T, Weymann A. Sex disparities in left ventricular assist device implantation outcomes: A systematic review and meta-analysis of over 50 000 patients. Artif Organs 2023; 47:273-289. [PMID: 36461903 DOI: 10.1111/aor.14469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 11/08/2022] [Accepted: 11/14/2022] [Indexed: 12/07/2022]
Abstract
BACKGROUND Left ventricular assist devices (LVAD) represent an important therapeutic option for patients progressing to end-stage heart failure. Women have been historically underrepresented in LVAD studies, and have been reported to have worse outcomes despite technological optimisation. We aimed to systematically explore the evidence on sex disparities in the use and outcomes of LVAD implantation. METHODS A systematic database search with meta-analysis was conducted of comparative original articles of men versus women undergoing LVAD implantation, in EMBASE, MEDLINE, Cochrane database and Google Scholar, from inception to July 2022. Primary outcomes were stroke (haemorrhagic and ischaemic) and early/overall mortality. Secondary outcomes were LVAD thrombosis, right VAD implantation, major bleeding, kidney dysfunction, and device/driveline infection. RESULTS Our search yielded 137 relevant studies, including 22 meeting the inclusion criteria with a total of 53 227 patients (24.2% women). Overall mortality was higher in women (odds ratio [OR] 1.35, 95% confidence interval [CI] 1.05-1.62, p = 0.02), as was overall stroke (OR 1.32, 95%CI 1.06-1.66, p = 0.01), including ischemic (OR 1.80, 95%CI 1.22-2.64, p = 0.003) and haemorrhagic (OR 1.72, 95%CI 1.09-2.70, p = 0.02). Women had more frequent right VAD implantation (OR 2.11, 95%CI 1.24-3.57, p = 0.006) and major bleeding (OR 1.40, 95%CI 1.06-1.85, p = 0.02). Kidney dysfunction, LVAD thrombosis, and device/driveline infections were comparable between sexes. CONCLUSIONS Our analysis suggests that women face a greater risk of adverse events and mortality post-LVAD implantation. Although the mechanisms remain unclear, the difference in outcomes is thought to be multifactorial. Further research, that includes comprehensive pre-operative characteristics and post-operative outcomes, is encouraged.
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Affiliation(s)
- Arian Arjomandi Rad
- Oxford University Clinical Academic Graduate School, University of Oxford, Oxford, UK
| | - Sharan Kapadia
- Department of Medicine, Faculty of Medicine, Imperial College London, London, UK
| | - Alina Zubarevich
- Department of Thoracic and Cardiovascular Surgery, West German Heart and Vascular Center Essen, University Hospital of Essen, University Duisburg-Essen, Essen, Germany
| | - Sukanya Nanchahal
- Department of Medicine, Faculty of Medicine, Imperial College London, London, UK
| | | | - Robert Vardanyan
- Department of Medicine, Faculty of Medicine, Imperial College London, London, UK
| | - Metaxia Bareka
- Department of Anaesthesiology, University of Laryssa, Laryssa, Greece
| | - George Krasopoulos
- Department of Cardiothoracic Surgery, John Radcliffe Hospital, Oxford University Hospital NHS Trust, Oxford, UK
| | - Cesare Quarto
- Department of Cardiothoracic Surgery, Royal Brompton Hospital, Royal Brompton and Harefield NHS Trust, London, UK
| | - Arjang Ruhparwar
- Department of Thoracic and Cardiovascular Surgery, West German Heart and Vascular Center Essen, University Hospital of Essen, University Duisburg-Essen, Essen, Germany
| | - Thanos Athanasiou
- Department of Cardiothoracic Surgery, Hammersmith Hospital, Imperial College NHS Trust, London, UK.,Department of Surgery and Cancer, Imperial College London, London, UK
| | - Alexander Weymann
- Department of Thoracic and Cardiovascular Surgery, West German Heart and Vascular Center Essen, University Hospital of Essen, University Duisburg-Essen, Essen, Germany
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Ebong IA, DeFilippis EM, Hamad EA, Hsich EM, Randhawa VK, Billia F, Kassi M, Bhardwaj A, Byku M, Munagala MR, Rao RA, Hackmann AE, Gidea CG, DeMarco T, Hall SA. Special Considerations in the Care of Women With Advanced Heart Failure. Front Cardiovasc Med 2022; 9:890108. [PMID: 35898277 PMCID: PMC9309391 DOI: 10.3389/fcvm.2022.890108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Accepted: 06/22/2022] [Indexed: 01/17/2023] Open
Abstract
Advanced heart failure (AHF) is associated with increased morbidity and mortality, and greater healthcare utilization. Recognition requires a thorough clinical assessment and appropriate risk stratification. There are persisting inequities in the allocation of AHF therapies. Women are less likely to be referred for evaluation of candidacy for heart transplantation or left ventricular assist device despite facing a higher risk of AHF-related mortality. Sex-specific risk factors influence progression to advanced disease and should be considered when evaluating women for advanced therapies. The purpose of this review is to discuss the role of sex hormones on the pathophysiology of AHF, describe the clinical presentation, diagnostic evaluation and definitive therapies of AHF in women with special attention to pregnancy, lactation, contraception and menopause. Future studies are needed to address areas of equipoise in the care of women with AHF.
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Affiliation(s)
- Imo A. Ebong
- Division of Cardiovascular Medicine, University of California, Davis, Sacramento, CA, United States
- *Correspondence: Imo A. Ebong
| | - Ersilia M. DeFilippis
- Division of Cardiovascular Medicine, Columbia University Irving Medical Center, New York, NY, United States
| | - Eman A. Hamad
- Division of Cardiovascular Medicine, Temple University Hospital, Philadelphia, PA, United States
| | - Eileen M. Hsich
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University School of Medicine, Cleveland, OH, United States
- Department of Cardiovascular Medicine, Kaufman Center for Heart Failure and Recovery, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, United States
| | - Varinder K. Randhawa
- Department of Cardiovascular Medicine, Kaufman Center for Heart Failure and Recovery, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, United States
| | - Filio Billia
- Department of Cardiology, Toronto General Hospital, Toronto, ON, Canada
| | - Mahwash Kassi
- Houston Methodist Debakey Heart & Vascular Center, Houston, TX, United States
| | - Anju Bhardwaj
- Department of Advanced Cardiopulmonary Therapies and Transplantation, McGovern Medical School, University of Texas-Houston, Houston, TX, United States
| | - Mirnela Byku
- Division of Cardiology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Mrudala R. Munagala
- Department of Cardiology, Miami Transplant Institute, University of Miami Miller School of Medicine/Jackson Memorial Hospital, University of Miami, Miami, FL, United States
| | - Roopa A. Rao
- Division of Cardiology, Krannert Institute of Cardiology at Indiana University School of Medicine, Indianapolis, IN, United States
| | - Amy E. Hackmann
- Department of Cardiovascular and Thoracic Surgery, University of Texas SouthWestern Medical Center, Dallas, TX, United States
| | - Claudia G. Gidea
- Leon H. Charney Division of Cardiology, Department of Medicine, New York University Langone Health, New York, NY, United States
| | - Teresa DeMarco
- Division of Cardiology, University of California, San Francisco, San Francisco, CA, United States
| | - Shelley A. Hall
- Division of Cardiology, Baylor University Medical Center, Dallas, TX, United States
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Maukel L, Weidner G, Beyersmann J, Spaderna H. Sex Differences in Recovery and Device Replacement After Left Ventricular Assist Device Implantation as Destination Therapy. J Am Heart Assoc 2022; 11:e023294. [PMID: 35191318 PMCID: PMC9075087 DOI: 10.1161/jaha.121.023294] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Background The relevance of sex and preimplant factors for clinical outcomes among patients with left ventricular assist devices intended for destination therapy is unclear. Methods and Results INTERMACS (Interagency Registry for Mechanically Assisted Circulatory Support) data (2006-2017) from 6771 men and 1690 women with left ventricular assist devices as destination therapy were analyzed to evaluate the contribution of preimplant clinical, demographic, and clinically judged psychosocial characteristics to time until death, heart transplant, device explant due to recovery, or complication-related device replacement. Associations of sex with time until each competing outcome were evaluated using cumulative incidence functions and event-specific Cox proportional hazards models. Women were younger, more likely to have nonischemic diagnoses, and reported less substance abuse but were more likely to be unmarried, not working for an income, overweight, and depressed than men. After 2 years, women had higher probabilities for recovery (3.7% versus 1.6%, P<0.001) and device replacement (12.1% versus 10%, P=0.019) than men but not for death and transplant (P>0.12). The sex differences remained after controlling for covariates (adjusted hazard ratio [HRadj] recovery, 1.85; 95% CI, 1.30-2.70; P<0.001; HRadj device replacement, 1.22; 95% CI, 1.04-1.33; P=0.015). Female-specific diagnoses (eg, postpartum heart failure) contributed to women's enhanced rate of recovery. Demographic and psychosocial factors were unrelated to women's increased event rates. Conclusions In destination therapy, women have higher rates of device replacement and recovery than men. The latter was partly explained by female-specific diagnoses. Standardized assessments of psychosocial characteristics are needed to elucidate their association with sex differences in outcomes.
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Affiliation(s)
| | - Gerdi Weidner
- Biology, San Francisco State UniversitySan FranciscoCA
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7
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Lala A, Tayal U, Hamo CE, Youmans Q, Al-Khatib SM, Bozkurt B, Davis MB, Januzzi J, Mentz R, Sauer A, Walsh MN, Yancy C, Gulati M. Sex Differences in Heart Failure. J Card Fail 2021; 28:477-498. [PMID: 34774749 DOI: 10.1016/j.cardfail.2021.10.006] [Citation(s) in RCA: 60] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 10/29/2021] [Accepted: 10/29/2021] [Indexed: 12/11/2022]
Abstract
Heart failure (HF) continues to be a major contributor of morbidity and mortality for men and women alike, yet how the predisposition for, course and management of HF differ between men and women remains underexplored. Sex differences in traditional risk factors as well as sex-specific risk factors influence the prevalence and manifestation of HF in unique ways. The pathophysiology of HF differs between men and women and may explain sex-specific differences in clinical presentation and diagnosis. This in turn contributes to variation in response to both pharmacologic and device/surgical therapy. This review examines sex-specific differences in HF spanning prevalence, risk factors, pathophysiology, presentation, and therapies with a specific focus on highlighting gaps in knowledge with calls to action for future research efforts.
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Affiliation(s)
- Anuradha Lala
- Zena and Michael A. Wiener Cardiovascular Institute & Department of Population Health Science & Policy at Icahn School of Medicine at Mount Sinai, New York, NY.
| | - Upasana Tayal
- National Heart Lung Institute, Imperial College London, UK, Royal Brompton Hospital, London, UK
| | - Carine E Hamo
- Zena and Michael A. Wiener Cardiovascular Institute & Department of Population Health Science & Policy at Icahn School of Medicine at Mount Sinai, New York, NY
| | - Quentin Youmans
- Northwestern University, Department of Medicine, Chicago, IL
| | - Sana M Al-Khatib
- Division of Cardiology, Duke Clinical Research Institute, Duke University Medical Center, Durham, NC
| | - Biykem Bozkurt
- Winters Center for Heart Failure, Cardiovascular Research Institute, Cardiology, Baylor College of Medicine, Michael E. DeBakey VA Medical Center, Houston, TX, USA
| | - Melinda B Davis
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - James Januzzi
- Cardiology Division, Massachusetts General Hospital; Trial Design, Baim Institute for Clinical Research
| | - Robert Mentz
- Division of Cardiology, Duke Clinical Research Institute, Duke University Medical Center, Durham, NC
| | - Andrew Sauer
- Department of Cardiovascular Medicine, The University of Kansas Medical Center, Kansas City, KS, USA
| | | | - Clyde Yancy
- Northwestern University, Department of Medicine, Chicago, IL
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Nayak A, Hu Y, Ko YA, Steinberg R, Das S, Mehta A, Liu C, Pennington J, Xie R, Kirklin JK, Kormos RL, Cowger J, Simon MA, Morris AA. Creation and Validation of a Novel Sex-Specific Mortality Risk Score in LVAD Recipients. J Am Heart Assoc 2021; 10:e020019. [PMID: 33764158 PMCID: PMC8174331 DOI: 10.1161/jaha.120.020019] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Background Prior studies have shown that women have worse 3‐month survival after receiving a left ventricular assist device compared with men. Currently used prognostic scores, including the Heartmate II Risk Score, do not account for the increased residual risk in women. We used the IMACS (International Society for Heart and Lung Transplantation Mechanically Assisted Circulatory Support) registry to create and validate a sex‐specific risk score for early mortality in left ventricular assist device recipients. Methods and Results Adult patients with a continuous‐flow LVAD from the IMACS registry were randomly divided into a derivation cohort (DC; n=9113; 21% female) and a validation cohort (VC; n=6074; 21% female). The IMACS Risk Score was developed in the DC to predict 3‐month mortality, from preoperative candidate predictors selected using the Akaike information criterion, or significant sex × variable interaction. In the DC, age, cardiogenic shock at implantation, body mass index, blood urea nitrogen, bilirubin, hemoglobin, albumin, platelet count, left ventricular end‐diastolic diameter, tricuspid regurgitation, dialysis, and major infection before implantation were retained as significant predictors of 3‐month mortality. There was significant ischemic heart failure × sex and platelet count × sex interaction. For each quartile increase in IMACS risk score, men (odds ratio [OR], 1.86; 95% CI, 1.74–2.00; P<0.0001), and women (OR, 1.93; 95% CI, 1.47–2.59; P<0.0001) had higher odds of 3‐month mortality. The IMACS risk score represented a significant improvement over Heartmate II Risk Score (IMACS risk score area under the receiver operating characteristic curve: men: DC, 0.71; 95% CI, 0.69–0.73; VC, 0.69; 95% CI, 0.66–0.72; women: DC, 0.73; 95% CI, 0.70–0.77; VC, 0.71 [95% CI, 0.66–0.76; P<0.01 for improvement in receiver operating characteristic) and provided excellent risk calibration in both sexes. Removal of sex‐specific interaction terms resulted in significant loss of model fit. Conclusions A sex‐specific risk score provides excellent risk prediction in LVAD recipients.
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Affiliation(s)
- Aditi Nayak
- Division of Cardiology Department of Medicine Emory Clinical Cardiovascular Research InstituteEmory University School of Medicine Atlanta GA
| | - Yingtian Hu
- Department of Biostatistics and Bioinformatics Rollins School of Public Health Emory University Atlanta GA
| | - Yi-An Ko
- Division of Cardiology Department of Medicine Emory Clinical Cardiovascular Research InstituteEmory University School of Medicine Atlanta GA.,Department of Biostatistics and Bioinformatics Rollins School of Public Health Emory University Atlanta GA
| | - Rebecca Steinberg
- Division of Cardiology Department of Medicine Emory Clinical Cardiovascular Research InstituteEmory University School of Medicine Atlanta GA
| | - Subrat Das
- Icahn School of Medicine at Mount Sinai New York City NY
| | - Anurag Mehta
- Division of Cardiology Department of Medicine Emory Clinical Cardiovascular Research InstituteEmory University School of Medicine Atlanta GA
| | - Chang Liu
- Division of Cardiology Department of Medicine Emory Clinical Cardiovascular Research InstituteEmory University School of Medicine Atlanta GA.,Department of Epidemiology Rollins School of Public Health Emory University Atlanta GA
| | - John Pennington
- Department of Surgery University of Alabama at Birmingham AL
| | - Rongbing Xie
- Department of Surgery University of Alabama at Birmingham AL
| | - James K Kirklin
- Department of Surgery University of Alabama at Birmingham AL
| | - Robert L Kormos
- Department of Cardiothoracic Surgery University of Pittsburgh PA
| | - Jennifer Cowger
- Division of Cardiovascular Medicine Department of Medicine Henry Ford Hospital Detroit MI.,Department of Internal Medicine Wayne State University Detroit MI
| | - Marc A Simon
- Departments of Medicine (Division of Cardiology) and Bioengineering Pittsburgh Heart, Lung, Blood and Vascular Medicine Institute McGowan Institute for Regenerative MedicineClinical and Translational Science InstituteUniversity of Pittsburgh PA.,Heart and Vascular Institute University of Pittsburgh Medical Center (UPMC) Pittsburgh PA
| | - Alanna A Morris
- Division of Cardiology Department of Medicine Emory Clinical Cardiovascular Research InstituteEmory University School of Medicine Atlanta GA
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