| Literature DB >> 36004248 |
Zachary Tran1, Joseph Hadaya1, Peter Downey2, Yas Sanaiha1, Arjun Verma1, Richard J Shemin1, Peyman Benharash1.
Abstract
Objective: Although patients with significant coronary artery disease and aortic stenosis have traditionally undergone open valve replacement and bypass grafting, percutaneous coronary intervention (PCI) and transcatheter aortic valve replacement (TAVR) are increasingly considered. Because of the lack of data regarding timing of PCI/TAVR, in the present study we evaluated associations of staged and concomitant PCI/TAVR on outcomes in a nationally representative cohort.Entities:
Keywords: AKI, acute kidney injury; AOR, adjusted odds ratio; CABG, coronary artery bypass grafting; DAPT, dual antiplatelet therapy; ICD-10, International Classification of Disease, Tenth Revision; IQR, interquartile range; LOS, length of stay; NRD, Nationwide Readmissions Database; PCI, percutaneous coronary intervention; SAVR, surgical aortic valve replacement; TAVR, transcatheter aortic valve replacement; nationwide readmissions database; percutaneous coronary intervention; transcatheter aortic valve replacement
Year: 2022 PMID: 36004248 PMCID: PMC9390561 DOI: 10.1016/j.xjon.2022.02.019
Source DB: PubMed Journal: JTCVS Open ISSN: 2666-2736
Figure 1Consolidated Standards of Reporting Trials diagram of patient inclusion and exclusion criteria. TAVR, Transcatheter aortic valve replacement; PCI, percutaneous coronary intervention; IHD, ischemic heart disease; tMCS, temporary mechanical support.
ICD-10 diagnosis and procedure codes of interest
| Procedure name | ICD-10-PCS code |
|---|---|
| Transapical TAVR | 02RF37H, 02RF38H, 02RF3JH |
| Other TAVR | 02RF37Z, 02RF38Z, 02RF3JZ, 02RF3KH, 02RF3KZ, 02QF3ZJ, 02QF3ZZ |
| tMCS | 5A15223, 5A1522F, 5A1522G, 5A1522H, 02HA0QZ, 02HA3QZ, 02HA4QZ, 02HA0RJ, 02HA3RJ, 02HA4RJ, 5A02116, 5A0211D, 5A02216, 5A0221D, 5A02110, 5A02210 |
| Cardiac surgery | 02100, 02110, 02120, 02130, 02RF07, 02RF08, 02RF0K, 02RF0J, 02RF47, 02RF48, 02RF4J, 02RF4K, 02QF0Z, 02QF4Z, 02UF07, 02UF08, 02UF0J, 02UF0K, 02UF47, 02UF48, 02UF4J, 02UF4K, 02RG07, 02RG08, 02RG0J, 02RG0K, 02RG47, 02RG48, 02RG4J, 02RG4K, 02QG0Z, 02QG4Z, 02UG07, 02UG08, 02UG0J, 02UG0K, 02UG47, 02UG48, 02UG4J, 02UG4K, 02RJ07, 02RJ08, 02RJ0J, 02RJ0K, 02RJ47, 02RJ48, 02RJ4J, 02RJ4K, 02QJ0Z, 02QJ4Z, 02UJ07, 02UJ08, 02UJ0J, 02UJ0K, 02UJ47, 02UJ48, 02UJ4J, 02UJ4K, 02RH07, 02RH08, 02RH0J, 02RH0K, 02RH47, 02RH48, 02RH4J, 02RH4K, 02QH0Z, 02QH4Z, 02UH07, 02UH08, 02UH0J, 02UH0K, 02UH47, 02UH48, 02UH4J, 02UH4K |
ICD-10-PCS, International Classification of Diseases, 10th Revision, Procedure Coding System; TAVR, transcatheter aortic valve replacement; tMCS, temporary mechanical circulatory support; ICD-10-CM, International Classification of Diseases, 10th Revision, Clinical Modification.
Figure E1Pre- and post-covariate balance before and after entropy balancing. PCI, Percutaneous coronary intervention; TAVR, transcatheter aortic valve replacement; AKI, acute kidney injury.
Comparison of patient and hospital characteristics grouped according to timing of TAVR
| Concomitant (n = 843) | Early-Staged (n = 745) | Late-Staged (n = 4255) | ||
|---|---|---|---|---|
| Patient characteristics | ||||
| Mean age (SD), years | 80.4 (8.0) | 80.6 (8.6) | 80.3 (7.7) | .83 |
| Mean Elixhauser Comorbidity Index (SD) | 4.93 (1.63) | 5.71 (1.55) | 5.15 (1.61) | <.001 |
| Female sex | 49.9 | 40.9 | 40.9 | .003 |
| Income quartile | .002 | |||
| 75th-100th | 35.1 | 25.6 | 23.1 | |
| 50th-75th | 27.2 | 28.1 | 27.5 | |
| 25th-50th | 22.7 | 23.6 | 27.8 | |
| 0-25th | 14.9 | 22.7 | 21.6 | |
| Primary payer | .039 | |||
| Private insurance | 7.51 | 6.80 | 4.51 | |
| Medicare | 90.2 | 90.8 | 92.9 | |
| Medicaid | 0.18 | 1.38 | 0.93 | |
| Other | 2.09 | 1.00 | 1.67 | |
| Comorbidities | ||||
| Congestive heart failure | 69.4 | 81.9 | 67.9 | <.001 |
| Arrhythmia | 53.0 | 66.6 | 49.2 | <.001 |
| Pulmonary hypertension | 11.7 | 31.9 | 23.7 | <.001 |
| Peripheral vascular disease | 25.9 | 30.3 | 23.2 | .011 |
| Hypertension | 90.7 | 89.5 | 90.2 | .85 |
| Chronic lung disease | 22.8 | 31.9 | 26.4 | .006 |
| Diabetes | 35.3 | 43.1 | 42.5 | .02 |
| Hypothyroidism | 18.8 | 18.4 | 18.8 | .98 |
| Chronic kidney disease | <.001 | |||
| Stage 1 | 0.48 | 0.00 | 0.05 | |
| Stage 2 | 2.41 | 2.25 | 2.27 | |
| Stage 3 | 14.6 | 22.4 | 20.0 | |
| Stage 4 | 2.38 | 6.11 | 5.46 | |
| Stage 5/end stage renal disease | 4.34 | 7.78 | 6.29 | |
| Liver disease | 2.19 | 4.94 | 2.63 | .043 |
| Coagulopathy | 9.7 | 15.2 | 6.91 | <.001 |
| Cancer | 3.04 | 2.45 | 3.72 | .38 |
| Rheumatologic diseases | 4.36 | 2.11 | 5.32 | .018 |
| Weight loss | 1.88 | 8.00 | 3.38 | <.001 |
| Electrolyte disorder | 9.48 | 30.9 | 23.5 | <.001 |
| Anemia | 3.19 | 9.19 | 6.26 | .002 |
| Psychiatric disorder | 4.77 | 11.1 | 10.0 | .0014 |
| Hospital characteristics | ||||
| Hospital type | .012 | |||
| Rural | 0.28 | 0.00 | 1.55 | |
| Metropolitan nonteaching | 15.6 | 9.07 | 15.4 | |
| Metropolitan teaching | 84.1 | 90.9 | 83.1 | |
| Hospital bed size | .059 | |||
| Large | 72.8 | 72.5 | 69.6 | |
| Medium | 24.2 | 25.2 | 24.1 | |
| Small | 2.95 | 2.95 | 6.31 | |
| Hospital volume tertile | <.001 | |||
| Low | 2.58 | 2.37 | 7.05 | |
| Medium | 29.9 | 21.2 | 25.9 | |
| High | 67.5 | 76.4 | 67.1 | |
Values are reported as proportions unless otherwise noted.
Denotes P < .025 on pairwise comparison with Concomitant as reference.
Comparison of procedural characteristics grouped according to timing of TAVR
| Concomitant (n = 843) | Early-Staged (n = 745) | Late-Staged (n = 4255) | ||
|---|---|---|---|---|
| Elective admission for PCI | 89.4 | 34.9 | 27.8 | <.001 |
| Number of vessels stented | <.001 | |||
| 1 | 96.4 | 88.4 | 82.8 | |
| 2 | 3.44 | 9.16 | 12.7 | |
| 3 | 0.00 | 2.29 | 3.14 | |
| ≥4 | 0.16 | 0.20 | 1.37 | |
| Elective admission for TAVR | 89.4 | 34.9 | 80.2 | <.001 |
| TAVR access approach | .45 | |||
| Transapical | 1.66 | 3.53 | 2.58 | |
| Other | 98.3 | 96.5 | 97.4 |
Values are reported as proportions unless otherwise noted. PCI, Percutaneous coronary intervention; TAVR, transcatheter aortic valve replacement.
Denotes P < .025 on pairwise comparison with Concomitant as reference.
Other TAVR approaches included but not limited to: transfemoral, transaxillary, and transaortic.
Figure 2Comparison of unadjusted procedural outcomes of treatment groups. ∗ Denotes P < .025 on pairwise comparison with Concomitant as reference.
Comparison of unadjusted outcomes of treatment groups
| Concomitant | Early-Staged | Late-Staged | ||
|---|---|---|---|---|
| Mortality | 0.79 | 1.89 | 1.62 | .34 |
| Stroke | 1.76 | 2.88 | 2.54 | .50 |
| Post-procedural hemorrhage | 0.63 | 1.42 | 0.96 | .39 |
| Blood transfusion | 8.11 | 11.8 | 8.83 | .15 |
| Acute kidney injury | 6.32 | 27.5 | 12.5 | <.001 |
| Pacemaker implantation | 12.4 | 16.7 | 12.0 | .044 |
| Non-home discharge | 30.1 | 62.4 | 55.8 | <.001 |
| Median post-TAVR length of stay (IQR), d | 2 (1-3) | 3 (2-6) | 2 (2-4) | <.001 |
| Median total length of stay (IQR), d | 2 (1-3) | 11 (6-17) | 8 (5-13) | <.001 |
| Median total hospitalization costs per $1000 (IQR) | 55.6 (43.9-70.7) | 75.8 (60.8-95.4) | 73.4 (58.0-93.7) | <.001 |
| 30-Day readmission | 10.9 | 19.6 | 15.4 | .003 |
Data are reported as percentages unless otherwise noted. TAVR, Transcatheter aortic valve replacement; IQR, interquartile range.
Denotes P < .025 on pairwise comparison with Concomitant as reference.
Risk-adjusted model for mortality
| Mortality, adjusted odds ratio (95% CI) | ||
|---|---|---|
| Patient characteristics | ||
| Age per year | 1.02 (0.97-1.07) | .48 |
| Elixhauser Comorbidity Index | 0.84 (0.64-1.10) | .20 |
| Female sex | 1.07 (0.55-2.11) | .84 |
| Income quartile | ||
| 75th-100th | 1 (Reference) | |
| 50th-75th | 1.19 (0.47-2.98) | .71 |
| 25th-50th | 1.24 (0.52-2.96) | .63 |
| 0-25th | 1.15 (0.49-2.69) | .76 |
| Primary payer | ||
| Private insurance | 1 (Reference) | |
| Medicare | 1.89 (0.20-18.1) | .58 |
| Medicaid | Omitted | |
| Other payer | Omitted | |
| Comorbidities | ||
| Congestive heart failure | 0.80 (0.37-1.73) | .57 |
| Pulmonary hypertension | 1.00 (0.44-2.27) | .99 |
| Peripheral vascular disease | 1.75 (0.78-3.93) | .18 |
| Chronic lung disease | 2.02 (0.91-4.50) | .09 |
| Diabetes | 0.70 (0.32-1.50) | .35 |
| Hypothyroidism | 0.61 (0.21-1.75) | .36 |
| Chronic kidney disease | ||
| No chronic disease | 1 (Reference) | |
| Stage 1 | Omitted | |
| Stage 2 | Omitted | |
| Stage 3 | 1.72 (0.82-3.61) | .15 |
| Stage 4 | 1.11 (0.29-4.19) | .88 |
| Stage 5/end stage renal disease | 0.72 (0.14-3.76) | .70 |
| Liver disease | 1.22 (0.18-8.25) | .84 |
| Coagulopathy | 1.48 (0.53-4.18) | .45 |
| Cancer | 1.39 (0.35-5.52) | .64 |
| Rheumatologic diseases | 2.97 (1.01-8.73) | .05 |
| Weight loss | 1.72 (0.47-6.28) | .41 |
| Electrolyte disorder | 2.74 (1.12-6.70) | .03 |
| Anemia | 1.71(0.64-4.54) | .28 |
| Procedural characteristics | ||
| Calendar year | 0.98 (0.66-4.54) | .91 |
| Timing approach | ||
| Concomitant | 1 (Reference) | |
| Early-Staged | 0.93 (0.20-4.25) | .93 |
| Late-Staged | 1.48 (0.45-4.86) | .52 |
| Elective admission for PCI | 1.41 (0.69-2.86) | .35 |
| Number of vessels stented | ||
| 1 | 1 (Reference) | |
| 2 | 2.47 (1.27-4.82) | .01 |
| 3 | 0.89 (0.14-5.51) | .90 |
| ≥4 | 3.28 (0.79-13.70) | .10 |
| Elective admission for TAVR | 0.31 (0.16-0.60) | .001 |
| TAVR access approach | ||
| Other | 1 (Reference) | |
| Transapical | 2.53 (0.77-8.35) | .13 |
| Hospital characteristics | ||
| Hospital type | ||
| Rural | 1 (Reference) | |
| Metropolitan nonteaching | 1.60 (0.71-3.60) | .26 |
| Metropolitan teaching | Omitted | |
| Hospital bed size | ||
| Large | 1 (Reference) | |
| Medium | 1.53 (0.81-2.91) | .19 |
| Small | Omitted | |
| Hospital volume tertile | ||
| Low | 1 (Reference) | |
| Medium | 1.69 (0.40-7.17) | .47 |
| High | 1.18 (0.31-4.56) | .81 |
Covariates used were those retained in elastic net regression. Adjusted odds ratio reported with 95% confidence intervals. Variables with omitted values are because of low number of patients in respective group. CI, Confidence interval; PCI, percutaneous coronary intervention; TAVR, transcatheter aortic valve replacement.
Other approach defined as transfemoral, transaxillary, and other approaches not otherwise specified.
Figure 3Selected risk-adjusted outcomes of treatment groups with Concomitant as reference. Reported as adjusted odds ratio. Area under curve for models were: mortality (0.76), stroke (0.74), procedural complication (0.82), acute kidney injury (0.80), pacemaker implantation (0.61), non-home discharge (0.67), and 30-day readmission.
Comparison of adjusted outcomes of treatment groups with Concomitant as reference
| Adjusted odds ratio or β-coefficient (95% CI) | ||
|---|---|---|
| Mortality | ||
| Early-Staged | 0.93 (0.20-4.25) | .93 |
| Late-Staged | 1.48 (0.45-4.86) | .52 |
| Stroke | ||
| Early-Staged | 1.38 (0.48-4.01) | .55 |
| Late-Staged | 1.65 (0.76-3.57) | .21 |
| Post-procedural hemorrhage | ||
| Early-Staged | 1.86 (0.43-8.09) | .41 |
| Late-Staged | 1.45 (0.41-5.08) | .56 |
| Blood transfusion | ||
| Early-Staged | 0.92 (0.53-1.57) | .75 |
| Late-Staged | 1.18 (0.78-1.79) | .43 |
| Acute kidney injury | ||
| Early-Staged | 2.68 (1.57-4.55) | <.001 |
| Late-Staged | 1.97 (1.29-2.99) | .002 |
| Pacemaker implantation | ||
| Early-Staged | 1.47 (0.94-2.28) | .088 |
| Late-Staged | 0.98 (0.68-1.41) | .91 |
| Non-home discharge | ||
| Early-Staged | 5.60 (3.65-8.59) | <.001 |
| Late-Staged | 2.87 (2.14-3.86) | <.001 |
| Post-TAVR length of stay, days | ||
| Early-Staged | 0.5 (−0.2 to 1.2) | .14 |
| Late-Staged | 0.3 (−0.1 to 0.7) | .21 |
| Total length of stay, days | ||
| Early-Staged | 3.0 (2.0-4.1) | <.001 |
| Late-Staged | 4.7 (4.0-5.3) | <.001 |
| Total hospitalization costs per $1000 | ||
| Early-Staged | 6.6 (1.4-11.9) | .014 |
| Late-Staged | 13.3 (9.2-17.4) | <.001 |
| 30-Day readmission | ||
| Early-Staged | 1.35 (0.86-2.12) | .19 |
| Late-Staged | 1.27 (0.86-1.87) | .24 |
Binary outcomes are reported as adjusted odds ratio whereas continuous outcomes are reported as β-coefficient. CI, Confidence interval; TAVR, transcatheter aortic valve replacement.
Sensitivity analysis with only patients who underwent single-vessel stenting
| Adjusted odds ratio or β-coefficient (95% CI) | ||
|---|---|---|
| Mortality | ||
| Early-Staged | 1.09 (0.24-5.02) | .91 |
| Late-Staged | 1.57 (0.47-5.22) | .46 |
| Stroke | ||
| Early-Staged | 1.49 (0.48-4.60) | .49 |
| Late-Staged | 1.80 (0.82-3.94) | .14 |
| Post-procedural hemorrhage | ||
| Early-Staged | 2.68 (0.50-14.4) | .25 |
| Late-Staged | 1.66 (0.38-7.37) | .50 |
| Blood transfusion | ||
| Early-Staged | 0.81 (0.47-1.42) | .47 |
| Late-Staged | 1.14 (0.74-1.76) | .56 |
| Acute kidney injury | ||
| Early-Staged | 2.69 (1.55-4.67) | <.001 |
| Late-Staged | 2.14 (1.39-3.28) | .001 |
| Pacemaker implantation | ||
| Early-Staged | 1.37 (0.86-2.18) | .18 |
| Late-Staged | 0.99 (0.69-1.44) | .97 |
| Non-home discharge | ||
| Early-Staged | 5.05 (3.28-7.78) | <.001 |
| Late-Staged | 3.03 (2.25-4.08) | <.001 |
| Post-TAVR length of stay (d) | ||
| Early-Staged | 0.6 (−0.1 to 1.4) | .073 |
| Late-Staged | 0.2 (−0.2 to 0.6) | .27 |
| Total length of stay (d) | ||
| Early-Staged | 3.2 (2.2-4.3) | <.001 |
| Late-Staged | 4.6 (3.9-5.3) | <.001 |
| Total hospitalization costs per $1000 | ||
| Early-Staged | 7.5 (2.0-12.9) | .007 |
| Late-Staged | 12.8 (8.7-16.8) | <.001 |
| 30-Day readmission | ||
| Early-Staged | 1.43 (0.89-2.29) | .14 |
| Late-Staged | 1.19 (0.79-1.80) | .40 |
Binary outcomes are reported as adjusted odds ratio whereas continuous outcomes are reported as β-coefficient. CI, Confidence interval; TAVR, transcatheter aortic valve replacement.
Sensitivity analysis after excluding patients with acute coronary syndrome during the PCI hospitalization
| Adjusted odds ratio or β-coefficient (95% CI) | ||
|---|---|---|
| Mortality | ||
| Early-Staged | 1.63 (0.29-9.16) | .58 |
| Late-Staged | 1.78 (0.45-7.08) | .41 |
| Stroke | ||
| Early-Staged | 1.31 (0.41-4.20) | .65 |
| Late-Staged | 1.63 (0.75-3.57) | .22 |
| Post-procedural hemorrhage | ||
| Early-Staged | 2.14 (0.58-7.85) | .25 |
| Late-Staged | 1.22 (0.36-4.16) | .75 |
| Blood transfusion | ||
| Early-Staged | 0.73 (0.39-1.38) | .33 |
| Late-Staged | 1.10 (0.70-1.73) | .69 |
| Acute kidney injury | ||
| Early-Staged | 2.77 (1.52-5.09) | .001 |
| Late-Staged | 2.34 (1.46-3.75) | <.001 |
| Infectious complication | ||
| Early-Staged | 1.37 (0.72-2.61) | .33 |
| Late-Staged | 0.98 (0.59-1.64) | .94 |
| Pacemaker implantation | ||
| Early-Staged | 1.59 (0.98-2.56) | .059 |
| Late-Staged | 0.91 (0.60-1.39) | .68 |
| Non-home discharge | ||
| Early-Staged | 4.72 (3.10-7.17) | <.001 |
| Late-Staged | 2.88 (2.14-3.88) | <.001 |
| Post-TAVR length of stay, d | ||
| Early-Staged | 0.6 (−0.1 to 1.3) | .11 |
| Late-Staged | 0.3 (−0.1 to 0.7) | .18 |
| Total length of stay, d | ||
| Early-Staged | 3.0 92.0-4.0) | <.001 |
| Late-Staged | 4.6 (3.9-5.3) | <.001 |
| Total hospitalization costs per $1000 | ||
| Early-Staged | 6.9 (1.5-12.3) | .013 |
| Late-Staged | 13.5 (9.0-17.9) | <.001 |
| 30-Day readmission | ||
| Early-Staged | 1.29 (0.80-2.06) | .30 |
| Late-Staged | 1.27 (0.84-1.91) | 1.90 |
CI, Confidence interval; TAVR, transcatheter aortic valve replacement.
Sensitivity analysis with entropy balancing
| Adjusted odds ratio or β-coefficient (95% CI) | ||
|---|---|---|
| Mortality | ||
| Early-Staged | 1.16 (0.20-6.77) | .87 |
| Late-Staged | 1.83 (0.60-5.63) | .29 |
| Stroke | ||
| Early-Staged | 1.67 (0.47-5.92) | .43 |
| Late-Staged | 2.22 (0.84-5.85) | .11 |
| Post-procedural hemorrhage | ||
| Early-Staged | 1.53 (0.20-11.8) | .69 |
| Late-Staged | 1.18 (0.30-4.72) | .81 |
| Blood transfusion | ||
| Early-Staged | 0.60 (0.27-1.32) | .21 |
| Late-Staged | 1.27 (0.80-2.02) | .31 |
| Acute kidney injury | ||
| Early-Staged | 3.56 (1.77-7.16) | <.001 |
| Late-Staged | 2.53 (1.52-4.20) | <.001 |
| Infectious complication | ||
| Early-Staged | 1.48 (0.71-3.07) | .30 |
| Late-Staged | 0.88 (0.52-1.49) | .64 |
| Pacemaker implantation | ||
| Early-Staged | 1.57 (0.89-2.78) | .12 |
| Late-Staged | 1.03 (0.68-1.55) | .90 |
| Non-home discharge | ||
| Early-Staged | 1.98 (1.28-3.06) | .002 |
| Late-Staged | 4.25 (3.20-5.65) | <.001 |
| Post-TAVR length of stay, d | ||
| Early-Staged | 0.8 (−0.1-1.6) | .07 |
| Late-Staged | 0.1 (−0.3-0.4) | .62 |
| Total length of stay, d | ||
| Early-Staged | 4.7 (3.5-5.8) | <.001 |
| Late-Staged | 4.0 (3.5-4.4) | <.001 |
| Total hospitalization costs per $1000 | ||
| Early-Staged | 8.1 (2.6-13.7) | .004 |
| Late-Staged | 11.9 (8.9-14.9) | <.001 |
| 30-Day readmission | ||
| Early-Staged | 1.21 (0.65-2.23) | .55 |
| Late-Staged | 1.30 (0.85-2.01) | .23 |
CI, Confidence interval; TAVR, transcatheter aortic valve replacement.
Figure 4Methods and results of the study with an implications statement. PCI, Percutaneous coronary intervention; TAVR, transcatheter aortic valve replacement; AKI, acute kidney injury.