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Yang G, Zhang M, Zhou S, Hou H, Grady KL, Stewart JW, Chenoweth CE, Aaronson KD, Fetters MD, Chandanabhumma PP, Pienta MJ, Malani PN, Hider AM, Cabrera L, Pagani FD, Likosky DS. Incompleteness of health-related quality of life assessments before left ventricular assist device implant: A novel quality metric. J Heart Lung Transplant 2022; 41:1520-1528. [PMID: 35961829 PMCID: PMC10405265 DOI: 10.1016/j.healun.2022.07.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 06/16/2022] [Accepted: 07/01/2022] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND Improved health-related quality of life (HRQOL) is an important outcome following durable left ventricular assist device (LVAD) implant. However, half of pre-implant HRQOL data are incomplete in The Society of Thoracic Surgeons' Intermacs registry. Pre-implant HRQOL incompleteness may reflect patient status or hospital resources to capture HRQOL data. We hypothesized that pre-implant HRQOL incompleteness predicts 90 day outcomes and serves as a novel quality metric. METHODS Risk factors for pre-implant HRQOL (EQ-5D-5L visual analog scale; 12-item Kansas City Cardiomyopathy Questionnaire "KCCQ") incompleteness were examined by stepwise logistic modeling. Direct standardization method was used to calculate adjusted incompleteness rates using a mixed effects logistic model. Hospitals were dichotomized as low or high based on median adjusted incompleteness rates. Andersen-Gill models were used to associate pre-implant HRQOL adjusted incompleteness rate with adverse events within 90 day post-implant. RESULTS The study cohort included 14,063 patients receiving a primary LVAD (4/2012-8/2017). HRQOL incompleteness at high-rate hospitals was more often due to administrative reasons (risk difference, EQ-5D: 10.1%; KCCQ-12: 11.6%) and less likely due to patient reasons (risk difference, EQ-5D: -8.9%; KCCQ-12: -11.4%). A 10% increase in the adjusted pre-implant EQ-5D incompleteness rate was significantly associated with higher risk of infection-related mortality (HR: 1.09), infection (HR: 1.05), and renal dysfunction (HR: 1.03). A 10% increase in the adjusted pre-implant KCCQ-12 incompleteness rate was significantly associated with higher risk of infection (HR: 1.04). CONCLUSIONS Hospital adjusted pre-implant HRQOL incompleteness was predictive of 90-day post-implant outcomes and may serve as a novel quality metric.
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Affiliation(s)
- Guangyu Yang
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Min Zhang
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Shiwei Zhou
- Department of Internal Medicine, Division of Infectious Diseases, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Hechuan Hou
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Kathleen L Grady
- Division of Cardiac Surgery, Department of Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - James W Stewart
- Division of Cardiac Surgery, Yale School of Medicine, Yale University, New Haven, Connecticut
| | - Carol E Chenoweth
- Department of Internal Medicine, Division of Infectious Diseases, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Keith D Aaronson
- Division of Cardiovascular Medicine, Department of Internal Medicine, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Michael D Fetters
- Department of Family Medicine, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - P Paul Chandanabhumma
- Department of Family Medicine, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Michael J Pienta
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Preeti N Malani
- Department of Internal Medicine, Division of Infectious Diseases, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Ahmad M Hider
- Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Lourdes Cabrera
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Francis D Pagani
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Donald S Likosky
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor, Michigan.
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Research engagement and experiences of patients pre- and post-implant of a left ventricular assist device from the mechanical circulatory support measures of adjustment and quality of life (MCS A-QOL) study. Qual Life Res 2022; 31:2457-2470. [PMID: 35258804 PMCID: PMC10284295 DOI: 10.1007/s11136-022-03111-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/21/2022] [Indexed: 10/18/2022]
Abstract
PURPOSE Adults living with mechanical circulatory support (MCS) present with unique challenges (e.g., left ventricular assist device [LVAD]-related self-care, adverse events) to research study enrollment, engagement, and completion. The purpose of this study was to understand the experiences of adults with MCS who were eligible for and enrolled in a study of health-related quality of life (HRQOL). METHODS In a secondary analysis of data from the Mechanical Circulatory Support: Measures of Adjustment and Quality of Life study, we used a mixed-methods approach to evaluate research engagement and experiences among adults preparing to undergo or currently living with MCS implant. First, we assessed the cascade of study engagement. Second, we assessed research experiences using a structured interview developed for this study. RESULTS Of 1011 participants approached for the study, 86.7% enrolled, 12.7% declined, and 0.6% were ineligible. Of 877 participants enrolled, 272 were pre-implant (of whom 88% completed assessments; "respondents") and 605 were post-implant (of whom 74% completed assessments). Only 14% of respondents reported difficulty completing the questionnaires, 54% had previously used an iPad to complete questionnaires, and 62% reported that their experience was "as expected." Respondents qualitatively described both positive (e.g., value of research) and negative (e.g., too much time) research experiences, difficulties completing questionnaires (e.g., online platform, health literacy issues), and provided recommendations for the questionnaires and delivery. CONCLUSIONS Participants enjoyed participating in HRQOL research focused on MCS and had unique perspectives for improving the questionnaires. It is important to minimize the burden of participation and critical to be flexible to meet participant preferences for research engagement. TRIAL REGISTRATION NCT03044535 (accessible at https://clinicaltrials.gov/ct2/show/NCT03044535 ), registered February 7, 2017.
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Mehaffey JH, Cantor R, Myers S, Teman NR, Kern JA, Ailawadi G, Pagani F, Kirklin J, Yount K, Yarboro L. Impact of preoperative versus postoperative dialysis on left ventricular assist device outcomes: An analysis from the Society of Thoracic Surgeons Interagency Registry for Mechanically Assisted Circulatory Support database. JTCVS OPEN 2022; 9:122-143. [PMID: 36003469 PMCID: PMC9390495 DOI: 10.1016/j.xjon.2022.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 01/12/2022] [Indexed: 11/18/2022]
Affiliation(s)
- J. Hunter Mehaffey
- Division of Thoracic and Cardiovascular Surgery, University of Virginia, Charlottesville, Va
| | - Ryan Cantor
- Kirklin Institute for Research in Surgical Outcomes, University of Alabama, Birmingham, Ala
| | - Susan Myers
- Kirklin Institute for Research in Surgical Outcomes, University of Alabama, Birmingham, Ala
| | - Nicholas R. Teman
- Division of Thoracic and Cardiovascular Surgery, University of Virginia, Charlottesville, Va
| | - John A. Kern
- Division of Thoracic and Cardiovascular Surgery, University of Virginia, Charlottesville, Va
| | - Gorav Ailawadi
- Division of Thoracic and Cardiovascular Surgery, University of Virginia, Charlottesville, Va
- Department of Cardiothoracic Surgery, University of Michigan, Ann Arbor, Mich
| | - Francis Pagani
- Department of Cardiothoracic Surgery, University of Michigan, Ann Arbor, Mich
| | - James Kirklin
- Kirklin Institute for Research in Surgical Outcomes, University of Alabama, Birmingham, Ala
| | - Kenan Yount
- Division of Thoracic and Cardiovascular Surgery, University of Virginia, Charlottesville, Va
| | - Leora Yarboro
- Division of Thoracic and Cardiovascular Surgery, University of Virginia, Charlottesville, Va
- Address for reprints: Leora Yarboro, MD, Department of Surgery, University of Virginia, 1215 Lee St, Charlottesville, VA 22903.
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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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Quality-of-Life Outcomes After Transcatheter Aortic Valve Implantation in a "Real World" Population: Insights From a Prospective Canadian Database. CJC Open 2021; 3:1033-1042. [PMID: 34505043 PMCID: PMC8413231 DOI: 10.1016/j.cjco.2021.04.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Accepted: 04/12/2021] [Indexed: 11/27/2022] Open
Abstract
Background Documentation of quality of life (QOL) of patients after transcatheter aortic valve implantation (TAVI) is a Canadian Cardiovascular Society quality indicator. National results have not been reported to date. Methods We conducted an observational cohort study including all TAVI patients, irrespective of surgical risk, treated between January 2016 and June 2019 as documented in the British Columbia TAVI Registry. QOL was measured at baseline, 30 days, and 1 year, using the Kansas City Cardiomyopathy Questionnaire overall score (KCCQ-OS). We used linear regression modelling to examine factors associated with 30-day changes in QOL, logistic regression modelling to identify predictors of sustaining a poor outcome, and Cox regression modelling to ascertain risk estimates of the effect of QOL on 1-year mortality. Results The cohort included 1706 patients (742 women [43.5%]); median age 83 years (interquartile range [IQR]: 77, 86). Median (IQR) baseline KCCQ-OS was 45 (28.2, 67), indicating severe impairment. Patients alive at 1 year (91.3%) reported a mean improvement of 24.1 (95% confidence interval [CI], 22.7-25.6) points in the KCCQ-OS at 30 days, which was sustained at 1 year (25.3; 95% CI, 23.8, 26.8). Older age, lower baseline health status, lower aortic valve gradient, lower hemoglobin, atrial fibrillation, and non-transfemoral access were associated with worse 30-day QOL. At 1 year, 65% of patients had a favorable outcome; additional risk factors for 1-year mortality (8.7%) were male sex, New York Heart Association Class IV, severe pulmonary and renal disease, diabetes, and in-patient status. Conclusions TAVI is associated with significant early improvement in QOL, which is sustained at 1 year. The inclusion of QOL can support treatment decisions and patient-centred evaluation.
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Ayers B, Lee E, Wood K, Bruckel J, Alexis J, Vidula H, Barrus B, Prasad S, Gosev I. Patient-Reported Outcomes Measurement Information System (PROMIS) in Left Ventricular Assist Devices. Ann Thorac Surg 2020; 113:859-865. [PMID: 33275931 DOI: 10.1016/j.athoracsur.2020.11.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 09/27/2020] [Accepted: 11/12/2020] [Indexed: 11/01/2022]
Abstract
BACKGROUND Appropriate collection of quality of life (QOL) measurements for left ventricular assist device (LVAD) patients is challenging. Patient-Reported Outcomes Measurement Information System (PROMIS) is a popular tool that has been validated across multiple disciplines, but its applicability to the LVAD population remains unknown. METHODS This single-center, retrospective review included LVAD patients that completed a PROMIS assessment and Kansas City Cardiomyopathy Questionnaire (KCCQ-12) survey at clinical encounters postoperatively. Patients completed computer adaptive PROMIS assessments for physical function, pain interference and depression. All PROMIS domains are designed to follow a normal distribution (mean T-score 50, standard deviation 10) in the general population. Assessments were aggregated over time and correlation between the KCCQ-12 summary score and each PROMIS domain was assessed individually. RESULTS A total of 178 LVAD patients were included in the study. The median time between LVAD implantation and PRO collection was 16.5 [interquartile range, 7.9-37.8] months. Patients typically had worse physical function (T-score 38.8 [33.6-44.2]) but comparable pain (51.1 [38.7-59.2]) and depression (49.9 [41.7-57.5]) as the general population. The KCCQ-12 was more strongly correlated to PROMIS physical function (Spearman's ρ = 0.746) than pain (ρ = -0.539) or depression (ρ = -0.591). CONCLUSIONS PROMIS provides a robust QOL data collection system that can be implemented in a clinical setting without imposing a significant burden. Using this more holistic system may allow for better patient-centered care in order to address QOL limitations imposed by LVAD support that are not directly related to heart failure symptoms.
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Arnold SV, Cohen DJ, Dai D, Jones PG, Li F, Thomas L, Baron SJ, Frankel NZ, Strong S, Matsouaka RA, Edwards FH, Brennan JM. Predicting Quality of Life at 1 Year After Transcatheter Aortic Valve Replacement in a Real-World Population. Circ Cardiovasc Qual Outcomes 2019; 11:e004693. [PMID: 30354575 DOI: 10.1161/circoutcomes.118.004693] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Among clinical trial patients at high surgical risk, a model has been developed and externally validated to estimate patient risk for poor outcomes after transcatheter aortic valve replacement (TAVR). How this model performs in lower risk and unselected patients is not known. We sought to examine and optimize the performance of the TAVR poor outcome risk model among patients in the US Society of Thoracic Surgeons/American College of Cardiology Transcatheter Valve Therapy Registry. Methods and Results Among 13 351 patients who underwent TAVR at 252 US sites between November 9, 2011 and June 30, 2015, the rate of poor outcome at 1 year after TAVR was 38.9%, which was because of death in 20.7% and poor quality of life or quality of life decline in 18.2%. The rate of poor outcome has decreased slightly over time, from 42.0% in 2012 to 37.8% in 2015 ( P for trend=0.076). The original TAVR poor outcome risk model did not calibrate well on this population. We then reestimated the intercept and coefficients in the model and retested model performance, after which it performed well (both overall and in subgroups), with a C index 0.65 and excellent calibration. Conclusions In a large cohort of unselected patients in the United States, we found that while a substantial minority of patients continue to have a poor outcome after TAVR, outcomes have slowly improved over time. After recalibration, the TAVR poor outcome risk model performed well. This model could potentially be used before TAVR to help patients have appropriate expectations of recovery.
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Affiliation(s)
- Suzanne V Arnold
- Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City (S.V.A., D.J.C., P.G.J., S.J.B.)
| | - David J Cohen
- Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City (S.V.A., D.J.C., P.G.J., S.J.B.)
| | - David Dai
- Duke University, Durham, NC (D.D., F.L., L.T., R.A.M., J.M.B.)
| | - Philip G Jones
- Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City (S.V.A., D.J.C., P.G.J., S.J.B.)
| | - Fan Li
- Duke University, Durham, NC (D.D., F.L., L.T., R.A.M., J.M.B.)
| | - Laine Thomas
- Duke University, Durham, NC (D.D., F.L., L.T., R.A.M., J.M.B.)
| | - Suzanne J Baron
- Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City (S.V.A., D.J.C., P.G.J., S.J.B.)
| | - Naftali Z Frankel
- Caregiver/Patient Collaborator, Duke Clinical Research Institute, Durham, NC (N.Z.F., S.S.)
| | - Susan Strong
- Caregiver/Patient Collaborator, Duke Clinical Research Institute, Durham, NC (N.Z.F., S.S.)
| | | | - Fred H Edwards
- University of Florida College of Medicine-Jacksonville (F.H.E.)
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Arnold SV, Spertus JA, Vemulapalli S, Li Z, Matsouaka RA, Baron SJ, Vora AN, Mack MJ, Reynolds MR, Rumsfeld JS, Cohen DJ. Quality-of-Life Outcomes After Transcatheter Aortic Valve Replacement in an Unselected Population: A Report From the STS/ACC Transcatheter Valve Therapy Registry. JAMA Cardiol 2019; 2:409-416. [PMID: 28146260 DOI: 10.1001/jamacardio.2016.5302] [Citation(s) in RCA: 102] [Impact Index Per Article: 20.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Importance In clinical trials, transcatheter aortic valve replacement (TAVR) has been shown to improve symptoms and quality of life. As this technology moves into general clinical practice, evaluation of the health status outcomes among unselected patients treated with TAVR is of critical importance. Objective To examine the short- and long-term health status outcomes of surviving patients after TAVR in the context of an unselected population. Design, Setting, and Participants This observational cohort study included patients with severe aortic stenosis who underwent TAVR in the Society of Thoracic Surgeons/American College of Cardiology Transcatheter Valve Therapy (TVT) Registry from November 1, 2011, to March 31, 2016, at more than 450 clinical sites. Main Outcomes and Measures Disease-specific health status was assessed at baseline and at 30 days and 1 year after TAVR using the Kansas City Cardiomyopathy Questionnaire overall summary (KCCQ-OS) score (range, 0-100 points; higher scores indicate less symptom burden and better quality of life). Factors associated with health status at 1 year after TAVR were examined using multivariable linear regression, with adjustment for baseline health status and accounting for clustering of patients within sites. Results The 30-day analytic sample included 31 636 patients, and the 1-year cohort included 7014 surviving patients (3454 women [49.2%] and 3560 men [50.8%]; median [interquartile range] age, 84 [78-88] years). The mean (SD) baseline KCCQ-OS score was 42.3 (23.7), indicating substantial health status impairment. Surviving patients had, on average, large improvements in health status at 30 days that persisted to 1 year, with a mean improvement in the KCCQ-OS score of 27.6 (95% CI, 27.3-27.9) points at 30 days and 31.9 (95% CI, 31.3-32.6) points at 1 year. Worse baseline health status, older age, higher ejection fraction, lung disease, home oxygen use, lower mean aortic valve gradients, prior stroke, diabetes, pacemaker use, atrial fibrillation, slow gait speed, and nonfemoral access were significantly associated with worse health status at 1 year. Overall, 62.3% of patients had a favorable outcome at 1 year (alive with reasonable quality of life [KCCQ-OS score, ≥60] and no significant decline [≥10 points] from baseline), with the lowest rates seen among patients with severe lung disease (51.4%), those undergoing dialysis (47.7%), or those with very poor baseline health status (49.2%). Conclusions and Relevance In a national, contemporary clinical practice cohort of unselected patients, improvement in health status after TAVR was similar to that seen in the pivotal clinical trials. Although the health status results were favorable for most patients, approximately 1 in 3 still had a poor outcome 1 year after TAVR. Continued efforts are needed to improve patient selection and procedural/postprocedural care to maximize health status outcomes of this evolving therapy.
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Affiliation(s)
- Suzanne V Arnold
- Department of Internal Medicine, Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City
| | - John A Spertus
- Department of Internal Medicine, Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City
| | | | - Zhuokai Li
- Department of Medicine, Duke University, Durham, North Carolina
| | | | - Suzanne J Baron
- Department of Internal Medicine, Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City
| | - Amit N Vora
- Department of Medicine, Duke University, Durham, North Carolina
| | - Michael J Mack
- Department of Cardiovascular Surgery, Baylor Scott and White Health, Plano, Texas
| | - Matthew R Reynolds
- Department of Cardiovascular Medicine, Lahey Hospital and Medical Center, Harvard Clinical Research Institute, Boston, Massachusetts
| | - John S Rumsfeld
- Division of Cardiology, Department of Medicine, University of Colorado School of Medicine, Aurora
| | - David J Cohen
- Department of Internal Medicine, Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City
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Grady KL, Jones PG, Cristian-Andrei A, Naftel DC, Myers S, Dew MA, Idrissi K, Weidner G, Wissman SA, Kirklin JK, Spertus JA. Causes and Consequences of Missing Health-Related Quality of Life Assessments in Patients Who Undergo Mechanical Circulatory Support Implantation: Insights From INTERMACS (Interagency Registry for Mechanically Assisted Circulatory Support). Circ Cardiovasc Qual Outcomes 2018; 10:e003268. [PMID: 29246883 DOI: 10.1161/circoutcomes.116.003268] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2016] [Accepted: 10/30/2017] [Indexed: 11/16/2022]
Abstract
BACKGROUND Missing health-related quality of life (HRQOL) data in longitudinal studies can reduce precision and power and bias results. Using INTERMACS (Interagency Registry for Mechanically Assisted Circulatory Support), we sought to identify factors associated with missing HRQOL data, examine the impact of these factors on estimated HRQOL assuming missing at random missingness, and perform sensitivity analyses to examine missing not at random (MNAR) missingness because of illness severity. METHODS AND RESULTS INTERMACS patients (n=3248) with a preimplantation profile of 1 (critical cardiogenic shock) or 2 (progressive decline) were assessed with the EQ-5D-3L visual analog scale and Kansas City Cardiomyopathy Questionnaire-12 summary scores pre-implantation and 3 months postoperatively. Mean and median observed and missing at random-imputed HRQOL scores were calculated, followed by sensitivity analyses. Independent factors associated with HRQOL scores and missing HRQOL assessments were determined using multivariable regression. Independent factors associated with preimplantation and 3-month HRQOL scores, and with the likelihood of missing HRQOL assessments, revealed few correlates of HRQOL and missing assessments (R2 range, 4.7%-11.9%). For patients with INTERMACS profiles 1 and 2 and INTERMACS profile 1 alone, missing at random-imputed mean and median HRQOL scores were similar to observed scores, before and 3 months after implantation, whereas MNAR-imputed mean scores were lower (≥5 points) at baseline but not at 3 months. CONCLUSIONS We recommend use of sensitivity analyses using an MNAR imputation strategy for longitudinal studies when missingness is attributable to illness severity. Conduct of MNAR sensitivity analyses may be less critical after mechanical circulatory support implant, when there are likely fewer MNAR data.
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Affiliation(s)
- Kathleen L Grady
- From the Division of Cardiac Surgery, Department of Surgery, Northwestern University, Chicago, IL (K.L.G., A.C.-A.); Saint Luke's Mid America Heart Institute, and University of Missouri-Kansas City, MO (P.G.J., J.A.S.); Department of Surgery, University of Alabama, Birmingham, AL (D.C.N., S.M., J.K.K.); Department of Psychiatry, University of Pittsburgh, PA (M.A.D.); Department of Surgery, Columbia University, New York, NY (K.I.); Department of Biology, San Francisco State University, CA (G.W.); The Ohio State University, Columbus (S.A.W.).
| | - Philip G Jones
- From the Division of Cardiac Surgery, Department of Surgery, Northwestern University, Chicago, IL (K.L.G., A.C.-A.); Saint Luke's Mid America Heart Institute, and University of Missouri-Kansas City, MO (P.G.J., J.A.S.); Department of Surgery, University of Alabama, Birmingham, AL (D.C.N., S.M., J.K.K.); Department of Psychiatry, University of Pittsburgh, PA (M.A.D.); Department of Surgery, Columbia University, New York, NY (K.I.); Department of Biology, San Francisco State University, CA (G.W.); The Ohio State University, Columbus (S.A.W.)
| | - Adin Cristian-Andrei
- From the Division of Cardiac Surgery, Department of Surgery, Northwestern University, Chicago, IL (K.L.G., A.C.-A.); Saint Luke's Mid America Heart Institute, and University of Missouri-Kansas City, MO (P.G.J., J.A.S.); Department of Surgery, University of Alabama, Birmingham, AL (D.C.N., S.M., J.K.K.); Department of Psychiatry, University of Pittsburgh, PA (M.A.D.); Department of Surgery, Columbia University, New York, NY (K.I.); Department of Biology, San Francisco State University, CA (G.W.); The Ohio State University, Columbus (S.A.W.)
| | - David C Naftel
- From the Division of Cardiac Surgery, Department of Surgery, Northwestern University, Chicago, IL (K.L.G., A.C.-A.); Saint Luke's Mid America Heart Institute, and University of Missouri-Kansas City, MO (P.G.J., J.A.S.); Department of Surgery, University of Alabama, Birmingham, AL (D.C.N., S.M., J.K.K.); Department of Psychiatry, University of Pittsburgh, PA (M.A.D.); Department of Surgery, Columbia University, New York, NY (K.I.); Department of Biology, San Francisco State University, CA (G.W.); The Ohio State University, Columbus (S.A.W.)
| | - Susan Myers
- From the Division of Cardiac Surgery, Department of Surgery, Northwestern University, Chicago, IL (K.L.G., A.C.-A.); Saint Luke's Mid America Heart Institute, and University of Missouri-Kansas City, MO (P.G.J., J.A.S.); Department of Surgery, University of Alabama, Birmingham, AL (D.C.N., S.M., J.K.K.); Department of Psychiatry, University of Pittsburgh, PA (M.A.D.); Department of Surgery, Columbia University, New York, NY (K.I.); Department of Biology, San Francisco State University, CA (G.W.); The Ohio State University, Columbus (S.A.W.)
| | - Mary Amanda Dew
- From the Division of Cardiac Surgery, Department of Surgery, Northwestern University, Chicago, IL (K.L.G., A.C.-A.); Saint Luke's Mid America Heart Institute, and University of Missouri-Kansas City, MO (P.G.J., J.A.S.); Department of Surgery, University of Alabama, Birmingham, AL (D.C.N., S.M., J.K.K.); Department of Psychiatry, University of Pittsburgh, PA (M.A.D.); Department of Surgery, Columbia University, New York, NY (K.I.); Department of Biology, San Francisco State University, CA (G.W.); The Ohio State University, Columbus (S.A.W.)
| | - Katharine Idrissi
- From the Division of Cardiac Surgery, Department of Surgery, Northwestern University, Chicago, IL (K.L.G., A.C.-A.); Saint Luke's Mid America Heart Institute, and University of Missouri-Kansas City, MO (P.G.J., J.A.S.); Department of Surgery, University of Alabama, Birmingham, AL (D.C.N., S.M., J.K.K.); Department of Psychiatry, University of Pittsburgh, PA (M.A.D.); Department of Surgery, Columbia University, New York, NY (K.I.); Department of Biology, San Francisco State University, CA (G.W.); The Ohio State University, Columbus (S.A.W.)
| | - Gerdi Weidner
- From the Division of Cardiac Surgery, Department of Surgery, Northwestern University, Chicago, IL (K.L.G., A.C.-A.); Saint Luke's Mid America Heart Institute, and University of Missouri-Kansas City, MO (P.G.J., J.A.S.); Department of Surgery, University of Alabama, Birmingham, AL (D.C.N., S.M., J.K.K.); Department of Psychiatry, University of Pittsburgh, PA (M.A.D.); Department of Surgery, Columbia University, New York, NY (K.I.); Department of Biology, San Francisco State University, CA (G.W.); The Ohio State University, Columbus (S.A.W.)
| | - Sherri A Wissman
- From the Division of Cardiac Surgery, Department of Surgery, Northwestern University, Chicago, IL (K.L.G., A.C.-A.); Saint Luke's Mid America Heart Institute, and University of Missouri-Kansas City, MO (P.G.J., J.A.S.); Department of Surgery, University of Alabama, Birmingham, AL (D.C.N., S.M., J.K.K.); Department of Psychiatry, University of Pittsburgh, PA (M.A.D.); Department of Surgery, Columbia University, New York, NY (K.I.); Department of Biology, San Francisco State University, CA (G.W.); The Ohio State University, Columbus (S.A.W.)
| | - James K Kirklin
- From the Division of Cardiac Surgery, Department of Surgery, Northwestern University, Chicago, IL (K.L.G., A.C.-A.); Saint Luke's Mid America Heart Institute, and University of Missouri-Kansas City, MO (P.G.J., J.A.S.); Department of Surgery, University of Alabama, Birmingham, AL (D.C.N., S.M., J.K.K.); Department of Psychiatry, University of Pittsburgh, PA (M.A.D.); Department of Surgery, Columbia University, New York, NY (K.I.); Department of Biology, San Francisco State University, CA (G.W.); The Ohio State University, Columbus (S.A.W.)
| | - John A Spertus
- From the Division of Cardiac Surgery, Department of Surgery, Northwestern University, Chicago, IL (K.L.G., A.C.-A.); Saint Luke's Mid America Heart Institute, and University of Missouri-Kansas City, MO (P.G.J., J.A.S.); Department of Surgery, University of Alabama, Birmingham, AL (D.C.N., S.M., J.K.K.); Department of Psychiatry, University of Pittsburgh, PA (M.A.D.); Department of Surgery, Columbia University, New York, NY (K.I.); Department of Biology, San Francisco State University, CA (G.W.); The Ohio State University, Columbus (S.A.W.)
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Changes in disease-specific versus generic health status measures after left ventricular assist device implantation: Insights from INTERMACS. J Heart Lung Transplant 2017; 36:1243-1249. [PMID: 28662987 DOI: 10.1016/j.healun.2017.05.023] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2017] [Revised: 04/01/2017] [Accepted: 05/18/2017] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Quantifying quality of life (QoL) after left ventricular assist device (LVAD) remains challenging. Heart failure (HF)-specific health status measures are ideal for assessing symptoms of HF; however, if patients' QoL is limited by other factors, they may experience improved HF-specific QoL but no concurrent improvement in generic QoL. We sought to examine and predict discrepancies between disease-specific and generic QoL measures after LVAD. METHODS We examined HF-specific and generic QoL with the Kansas City Cardiomyopathy Questionnaire (KCCQ) and EuroQol-5D Visual Analog Scale (VAS), respectively, among 1,888 patients with advanced heart failure who underwent LVAD implantation from 2012 to 2014 as part of the INTERMACS registry. RESULTS Both measures showed substantial improvement, on average, at 6 months after LVAD, with mean changes of 32.7 ± 25.0 and 27.6 ± 27.4, respectively. Among the 1,539 patients (81.5%) with moderate/large improvement in KCCQ, 334 (21.7%) had discordant changes in generic QoL (i.e., VAS did not substantially increase despite improvement in KCCQ). In a multivariable logistic regression model, baseline VAS score was the strongest predictor of KCCQ-VAS discordance, whereas post-LVAD complications were not significant predictors of discordance. CONCLUSIONS Most patients have major improvements in both HF-specific and generic QoL after LVAD implantation, and discordance in these measures after LVAD is uncommon. When it did occur, discordance was primarily observed in patients who reported good generic QoL on the VAS before LVAD (despite substantial impairment due to congestive HF). These results support the continued use of HF-specific health status measures to monitor QoL before and after LVAD implantation.
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Nassif ME, Ravichandran AK. Another Risk Score for Right Heart Failure: Like Having 6 Chevy Volts When All You Want Is a Tesla. J Card Fail 2017; 23:453-454. [PMID: 28456706 DOI: 10.1016/j.cardfail.2017.04.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Revised: 04/24/2017] [Accepted: 04/24/2017] [Indexed: 10/19/2022]
Affiliation(s)
- Michael E Nassif
- Saint Luke's Mid America Heart Institute/UMKC, Kansas City, Missouri
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12
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Hauptman PJ. The Third and Fourth Decades. J Card Fail 2016; 22:321-2. [DOI: 10.1016/j.cardfail.2016.03.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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13
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McIlvennan CK, Allen LA. Quality of Life After Left Ventricular Assist Device Implantation: In a World Full of Data, #Missingness. J Card Fail 2016; 22:338-9. [PMID: 26850931 DOI: 10.1016/j.cardfail.2016.01.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2016] [Revised: 01/27/2016] [Accepted: 01/27/2016] [Indexed: 11/26/2022]
Affiliation(s)
- Colleen K McIlvennan
- Section of Advanced Heart Failure and Transplantation, Division of Cardiology, School of Medicine, University of Colorado, Aurora, Colorado, USA; Adult and Child Center for Health Outcomes Research and Delivery Science, School of Medicine, University of Colorado, Aurora, Colorado, USA; Colorado Cardiovascular Outcomes Research Consortium, Denver, Colorado, USA
| | - Larry A Allen
- Section of Advanced Heart Failure and Transplantation, Division of Cardiology, School of Medicine, University of Colorado, Aurora, Colorado, USA; Adult and Child Center for Health Outcomes Research and Delivery Science, School of Medicine, University of Colorado, Aurora, Colorado, USA; Colorado Cardiovascular Outcomes Research Consortium, Denver, Colorado, USA.
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