| Literature DB >> 36172405 |
Matthew Gandjian1, Arjun Verma1, Zachary Tran1, Yas Sanaiha1, Peter Downey1, Richard J Shemin1,2, Peyman Benharash1,2.
Abstract
Objective: The utilization of transcatheter aortic valve replacement (TAVR) technology has exceeded that of traditional surgical aortic valve replacement (SAVR). In addition, the role of minimum surgical volume requirements for TAVR centers has recently been disputed. The present work evaluated the association of annual institutional SAVR caseload on outcomes following TAVR.Entities:
Keywords: AKI, acute kidney injury; CVA, cerebrovascular accident; ECI, Elixhauser Comorbidity Index; HVH, high-volume hospital; ICD-9/10, International Classification of Diseases 9th and 10th revisions; LASSO, least absolute shrinkage and selection operator; LOS, length of stay; LVH, low-volume hospital; MI, myocardial infarction; NCD, National Coverage Determination; NPtrend, nonparametric test of trends; NRD, Nationwide Readmissions Database; SAVR, surgical aortic valve replacement; TAVR, transcatheter aortic valve replacement; aortic valve replacement; cardiac surgery; clinical outcomes; transcatheter aortic valve replacement
Year: 2022 PMID: 36172405 PMCID: PMC9510825 DOI: 10.1016/j.xjon.2022.05.010
Source DB: PubMed Journal: JTCVS Open ISSN: 2666-2736
Baseline characteristics of study cohort stratified by missingness for key variables, including age, sex, mortality, and hospitalization costs.
| Parameter | Not missing (n = 181,740) | Missing (n = 1166) | |
|---|---|---|---|
| Age (y) | 80.4 ± 8.1 | 80.9 ± 9.6 | .21 |
| Female | 46.3 | 47.0 | .65 |
| ECI score (points) | 5.2 ± 1.6 | 5.7 ± 1.9 | .001 |
| Income percentile | <.001 | ||
| 76th-100th | 24.9 | 55.6 | |
| 51st-75th | 27.5 | 27.2 | |
| 26th-50th | 27.3 | 9.9 | |
| 0-25th | 20.4 | 7.3 | |
| Payer status | .63 | ||
| Private | 5.7 | 7.3 | |
| Medicare | 91.5 | 92.2 | |
| Medicaid | 0.8 | 0.5 | |
| Other | 2.0 | 0.0 | |
| Comorbidities | |||
| Congestive heart failure | 71.4 | 43.0 | <.001 |
| Coronary artery disease | 62.7 | 59.0 | .19 |
| Chronic arrhythmia | 53.7 | 56.9 | .31 |
| Pulmonary circulation disorder | 16.2 | 14.0 | .07 |
| Peripheral vascular disease | 20.6 | 54.1 | <.001 |
| Neurologic disorder | 4.3 | 4.3 | .91 |
| Chronic lung disease | 29.1 | 28.3 | .69 |
| Hypothyroidism | 16.8 | 15.4 | .24 |
| End-stage renal disease | 3.8 | 4.8 | .002 |
| Liver disease | 2.6 | 5.3 | .001 |
| Cancer | 3.3 | 4.0 | .14 |
| Coagulopathy | 12.8 | 34.0 | <.001 |
| Weight loss | 2.3 | 2.5 | .58 |
| Electrolyte imbalance | 13.7 | 13.3 | .75 |
| Anemia | 3.3 | 7.9 | <.001 |
Values are presented as mean ± SD or %. ECI, Elixhauser Comorbidity Index.
Comparison of patients in Era 1 (2012-2015) and Era 2 (2016-2018)
| Parameter | Era 1 (2012-2015) (n = 53,233) | Era 2 (2016-2018) (n = 128,507) | |
|---|---|---|---|
| Age (y) | 81.2 ± 7.8 | 80.0 ± 8.2 | <.001 |
| Female | 47.6 | 45.8 | <.001 |
| ECI score (points) | 5.3 ± 1.6 | 5.2 ± 1.6 | .002 |
| Income percentile | .19 | ||
| 76th-100th | 26.3 | 24.3 | |
| 51st-75th | 27.4 | 27.5 | |
| 26th-50th | 26.0 | 27.8 | |
| 0-25th | 20.3 | 20.4 | |
| Payer | .75 | ||
| Private | 5.6 | 5.7 | |
| Medicare | 91.8 | 91.4 | |
| Medicaid | 0.7 | 0.9 | |
| Other | 1.9 | 2.0 | |
| Comorbidities | |||
| Congestive heart failure | 69.1 | 72.3 | .034 |
| Coronary artery disease | 62.2 | 62.9 | .31 |
| Chronic arrhythmia | 56.7 | 52.5 | <.001 |
| Pulmonary circulation disorder | 18.0 | 15.5 | <.001 |
| Peripheral vascular disease | 23.0 | 19.6 | <.001 |
| Neurologic disorders | 4.5 | 4.3 | .29 |
| Chronic lung disease | 37.9 | 25.4 | <.001 |
| Hypothyroidism | 16.7 | 16.9 | .46 |
| End-stage renal disease | 3.6 | 3.8 | .17 |
| Liver disease | 2.8 | 2.5 | .019 |
| Cancer | 3.2 | 3.3 | .55 |
| Coagulopathy | 17.4 | 11.0 | <.001 |
| Weight loss | 3.0 | 1.9 | <.001 |
| Electrolyte imbalance | 19.5 | 11.3 | <.001 |
| Anemia | 3.1 | 3.4 | .17 |
Values are presented as mean ± SD or %. ECI, Elixhauser Comorbidity Index.
Figure 1Trends in annual surgical aortic valve replacement (SAVR) volume, transcatheter aortic valve replacement (TAVR) volume, and TAVR mortality in the United States from 2012 to 2018.
Figure 2Spline analysis of risk-adjusted transcatheter aortic valve replacement (TAVR) mortality by annual surgical aortic valve replacement (SAVR) and TAVR volumes in Era 1 and Era 2.
Baseline characteristics stratified by low-volume (LVH) and high-volume (HVH) hospital status
| Parameter | Era 1 | Era 2 | ||||
|---|---|---|---|---|---|---|
| LVH (n = 18,456) | HVH (n = 34,777) | LVH (n = 46,998) | HVH (n = 81,509) | |||
| Age (y) | 81.1 ± 9.4 | 81.4 ± 7.5 | .19 | 80.0 ± 8.5 | 80.0 ± 7.8 | .87 |
| Female sex | 47.0 | 47.9 | .29 | 45.9 | 45.7 | .61 |
| ECI score (points) | 5.2 ± 1.8 | 5.4 ± 1.5 | .012 | 5.2 ± 1.7 | 5.2 ± 1.5 | .13 |
| Income percentile | .019 | .013 | ||||
| 76th-100th | 24.6 | 27.2 | 23.7 | 24.6 | ||
| 51st-75th | 26.0 | 28.2 | 26.7 | 28.0 | ||
| 26th-75th | 25.5 | 26.2 | 26.2 | 28.8 | ||
| 0-25th | 23.9 | 18.4 | 23.3 | 18.7 | ||
| Payer | .22 | .28 | ||||
| Private | 6.4 | 5.2 | 5.6 | 5.8 | ||
| Medicare | 90.9 | 92.3 | 91.2 | 91.6 | ||
| Medicaid | 0.9 | 0.7 | 1.0 | 0.8 | ||
| Other | 1.8 | 1.9 | 2.3 | 1.9 | ||
| Comorbidities | ||||||
| Congestive heart failure | 31.1 | 30.7 | .87 | 72.4 | 72.3 | .97 |
| Coronary artery disease | 61.2 | 62.7 | .14 | 62.2 | 63.3 | .13 |
| Chronic arrhythmia | 56.2 | 57.0 | .49 | 51.6 | 53.0 | .017 |
| Pulmonary circulation disorder | 16.9 | 18.6 | .10 | 14.9 | 15.8 | .22 |
| Peripheral vascular disease | 22.2 | 23.4 | .28 | 19.6 | 19.6 | .93 |
| Neurologic disorder | 4.9 | 4.3 | .091 | 4.2 | 4.3 | .52 |
| Chronic lung disease | 37.4 | 38.1 | .54 | 26.3 | 24.9 | .014 |
| Hypothyroidism | 16.1 | 16.9 | .21 | 16.6 | 17.1 | .29 |
| End-stage renal disease | 3.6 | 3.6 | .78 | 4.0 | 3.8 | .22 |
| Liver disease | 3.0 | 2.7 | .20 | 2.3 | 2.6 | .057 |
| Cancer | 3.2 | 3.2 | .98 | 3.1 | 3.4 | .093 |
| Coagulopathy | 15.4 | 18.4 | .010 | 10.3 | 11.4 | .12 |
| Weight loss | 3.2 | 3.0 | .51 | 1.7 | 2.1 | .028 |
| Electrolyte imbalance | 15.4 | 21.7 | <.001 | 9.7 | 12.2 | .035 |
| Anemia | 3.2 | 3.1 | .55 | 3.3 | 3.4 | .35 |
Values are presented as mean ± SD or %. Comparisons were performed independently among patients in Era 1 (2012-2015) and Era 2 (2016-2018). ECI, Elixhauser Comorbidity Index.
Comparison of clinical outcomes and resource use in low-volume (LVH) and high-volume (HVH) hospitals
| Outcome | Era 1 | Era 2 | ||||
|---|---|---|---|---|---|---|
| LVH (n = 18,456) | HVH (n = 34,777) | LVH (n = 46,998) | HVH (n = 81,509) | |||
| In-hospital mortality | 3.0 | 2.8 | .45 | 1.3 | 1.0 | .007 |
| Complications | ||||||
| Accidental puncture | 1.6 | 1.2 | .03 | 0.9 | 0.8 | .47 |
| Acute ischemic stroke | 2.1 | 2.2 | .73 | 0.8 | 0.8 | .99 |
| Acute kidney injury | 11.0 | 10.9 | .85 | 6.2 | 6.6 | .29 |
| Hemorrhage | 2.3 | 2.4 | .63 | 1.6 | 1.9 | .07 |
| Myocardial infarction | 1.0 | 1.0 | .68 | 0.6 | 0.7 | .22 |
| Infectious complication | 5.8 | 6.4 | .22 | 4.3 | 3.3 | <.001 |
| Length of stay (d) | 4 (3-7) | 5 (3-7) | <.001 | 2 (1-3) | 2 (1-4) | .003 |
| Costs, in $1000s | 52.6 (41.2-67.1) | 51.3 (41.6-65.1) | .001 | 44.3 (35.1-56.3) | 45.3 (36.1-56.9) | <.001 |
| Nonhome discharge (%) | 21.6 | 25.5 | .007 | 9.1 | 10.5 | .002 |
values are presented as % or median (interquartile range). Comparisons were separately performed among patients in both Era 1 (2012-2015) and Era 2 (2016-2018).
Full multivariable logistic regression demonstrating patient and hospital factors associated with in-hospital mortality following transcatheter aortic valve replacement (TAVR)
| Parameter | Era 1 (2012-2015) | Era 2 (2016-2018) | ||
|---|---|---|---|---|
| High SAVR volume | 0.94 (0.78-1.14) | .52 | 0.83 (0.69-0.99) | .047 |
| Age, per year | 1.02 (1.01-1.04) | .001 | 1.04 (1.02-1.05) | <.001 |
| Female sex | 1.05 (0.90-1.23) | .51 | 1.33 (1.14-1.56) | <.001 |
| ECI score, per point | 0.61 (0.55-0.69) | <.001 | 0.63 (0.57-0.69) | <.001 |
| Income percentile | ||||
| 76th-100th | Ref | Ref | ||
| 51st-75th | 0.96 (0.76-1.21) | .73 | 1.38 (1.11-1.72) | .004 |
| 26th-50th | 1.04 (0.83-1.30) | .74 | 1.03 (0.81-1.32) | .79 |
| 0-25th | 1.18 (0.94-1.49) | .15 | 1.42 (1.12-1.81) | .004 |
| Payer status | ||||
| Private | Ref | Ref | ||
| Medicare | 1.40 (0.88-2.23) | .16 | 0.89 (0.63-1.24) | .48 |
| Medicaid | 0.84 (0.26-2.72) | .78 | 0.69 (0.30-1.60) | .39 |
| Other payer | 1.16 (0.53-2.54) | .71 | 1.12 (0.60-2.12) | .73 |
| Calendar year | ||||
| 2012 | Ref | – | ||
| 2013 | 0.76 (0.55-1.04) | .089 | – | |
| 2014 | 0.67 (0.49-0.93) | .018 | – | |
| 2015 | 0.48 (0.34-0.68) | <.001 | – | |
| 2016 | – | Ref | ||
| 2017 | – | 0.98 (0.80-1.21) | .86 | |
| 2018 | – | 0.84 (0.68-1.04) | .12 | |
| Annual TAVR volume, per case | 0.99 (0.99-1.00) | .062 | 0.99 (0.99-0.99) | .003 |
| Congestive heart failure | 1.59 (1.24-2.02) | <.001 | 2.11 (1.71-2.61) | <.001 |
| Coronary artery disease | 0.59 (0.50-0.70) | <.001 | 0.47 (0.40-0.55) | <.001 |
| Chronic arrhythmia | 1.73 (1.39-2.14) | <.001 | 1.75 (1.46-2.09) | <.001 |
| Pulmonary circulation disorder | 1.77 (1.33-2.35) | <.001 | 1.66 (1.30-2.12) | <.001 |
| Peripheral vascular disease | 2.22 (1.73-2.86) | <.001 | 2.22 (1.80-2.73) | <.001 |
| Neurologic disorder | 4.78 (3.61-6.33) | <.001 | 7.25 (5.86-8.98) | <.001 |
| Chronic lung disease | 1.54 (1.19-1.99) | .001 | 1.10 (0.89-1.36) | .39 |
| Hypothyroidism | 0.81 (0.58-1.12) | .21 | 0.82 (0.61-1.11) | .2 |
| End-stage renal disease | 2.85 (1.93-4.20) | <.01 | 2.35 (1.68-3.29) | <.001 |
| Liver disease | 8.75 (8.09-12.6) | <.001 | 8.26 (5.92-11.5) | <.001 |
| Cancer | 1.03 (0.60-1.78) | .92 | 1.49 (0.92-2.41) | .1 |
| Coagulopathy | 1.82 (1.40-236) | <.001 | 2.19 (1.72-2.78) | <.001 |
| Weight loss | 3.61 (2.60-5.00) | <.001 | 3.85 (2.76-5.37) | <.001 |
| Electrolyte imbalance | 3.93 (2.92-5.29) | <.001 | 8.01 (6.64-9.67) | <.001 |
| Anemia | 0.50 (0.24-1.04) | .064 | 0.47 (0.23-1.00) | .05 |
Values are presented as adjusted odds ratio (95% CI). SAVR, Surgical aortic valve replacement; ECI, Elixhauser Comorbidity Index; Ref, reference category.
Figure 3Contour plot of risk-adjusted transcatheter aortic valve replacement (TAVR) mortality by hospital surgical aortic valve replacement (SAVR) and TAVR volumes.
Risk-adjusted influence of high volume hospital (HVH) status on clinical outcomes and resource use following transcatheter aortic valve replacement (TAVR)
| Outcome | Era 1 (2012-2015) | Era 2 (2016-2018) | ||
|---|---|---|---|---|
| In-hospital mortality | 0.94 (0.78-1.14) | .52 | 0.83 (0.69-0.99) | .047 |
| Complications | ||||
| Accidental puncture | 0.83 (0.63-1.10) | .20 | 1.01 (0.80-1.27) | .91 |
| Acute ischemic stroke | 1.13 (0.90-1.42) | .28 | 1.08 (0.81-1.44) | .57 |
| Acute kidney injury | 0.89 (0.76-1.04) | .14 | 1.06 (0.94-1.20) | .35 |
| Hemorrhage | 0.98 (0.77-1.24) | .86 | 0.88 (0.74-1.05) | .17 |
| Infectious complication | 1.13 (0.95-1.34) | .18 | 0.78 (0.66-0.91) | .002 |
| Myocardial infarction | 1.04 (0.77-1.40) | .81 | 1.21 (0.95-1.55) | .12 |
| Hospitalization costs ($1000s) | +0.2 (-2.7-3.1) | .89 | 0 (-2.4-2.5) | .97 |
| Length of stay (d) | -0.1 (-0.3-0.5) | .60 | -0.1 (-0.2, 0.1) | .25 |
| Nonhome discharge | 1.25 (1.06-1.48) | .010 | 1.13 (1.01-1.27) | .029 |
Multivariable models included adjustment for all covariates shown in Table 3.
Results of logistic regression tests are presented as adjusted odds ratio (95% CI).
Results of linear regression tests are presented as β (95% CI).
Figure 4The study's methods, results, and implications. TAVR, Transcatheter aortic valve replacement. SAVR, surgical aortic valve replacement.