Abstract
Objectives
Methods
Results
Conclusions
Graphical abstract

Key Words
Abbreviations and Acronyms:
AHRQ (Agency for Healthcare Research and Quality), CI (confidence interval), ECMO (extracorporeal membrane oxygenation), ICD-9 (International Classification of Diseases, Ninth Revision), ICD-9-PCS (International Classification of Diseases, Ninth Revision, Procedural Coding System), IABP (intra-aortic balloon pump), INTERMACS (Interagency Registry for Mechanically Assisted Circulatory Support), LVAD (left ventricular assist device), NIS (National Inpatient Sample), OR (odds ratio), VAD (ventricular assist device)
Methods
Data Source
Study Sample and Primary Outcomes
Covariates
- HCUP
Age Stratification

In-Hospital Treatments
Statistical Analysis
Results
Study Population
Overall (n = 15,021 ± 1111) | Ages 18-65 years (n = 10,790 ± 782) | Ages > 65 years (n = 4231 ± 329) | P value | ||||
---|---|---|---|---|---|---|---|
Value | SE | Value | SE | Value | SE | ||
Mean age, y | 56.6 | 0.27 | – | – | – | – | – |
Male sex, n (%) | 11,481 (76.4) | 827 | 7919 (73.4) | 593 | 3562 (84.2) | 286 | <.001 |
Elixhauser index, mean | 3.61 | 0.07 | 3.53 | 0.08 | 3.8 | 0.10 | <.001 |
Emergency department admission, n (%) | 9778 (65.1) | 706 | 7155 (66.4) | 518 | 2623 (62.1) | 235 | .03 |
Race, n (%) | |||||||
Non-Hispanic white | 8995 (59.9) | 696 | 5930 (55.0) | 494 | 3065 (72.4) | 260 | <.001 |
Black | 3227 (21.5) | 279 | 2847 (26.4) | 252 | 380 (9.0) | 49 | |
Other | 1754 (11.7) | 222 | 1324 (12.3) | 163 | 430 (10.2) | 74 | |
Unknown | 1045 (6.9) | 168 | 689 (6.4) | 116 | 356 (8.4) | 65 | |
Primary payer, n (%) | |||||||
Medicare | 7282 (48.5) | 529 | 3684 (34.1) | 295 | 3598 (85.0) | 283 | <.001 |
Medicaid | 1666 (11.1) | 154 | 1636 (15.2) | 151 | 30 (0.7) | 12 | |
Private insurance | 5426 (36.1) | 415 | 4895 (45.4) | 377 | 530 (12.5) | 65 | |
Other | 523 (3.5) | 79 | 461 (4.3) | 71 | 62 (1.5) | 19 | |
Household income quartile, n (%) | |||||||
First (highest income) | 4078 (27.1) | 343 | 2212 (20.9) | 232 | 1154 (27.8) | 140 | <.001 |
Second | 3659 (24.4) | 289 | 2440 (23.0) | 204 | 1215 (29.3) | 112 | |
Third | 3655 (24.3) | 285 | 2760 (26.0) | 237 | 900 (21.7) | 83 | |
Fourth (lowest income) | 3366 (22.4) | 332 | 3196 (30.1) | 276 | 883 (21.3) | 100 | |
Hospital region, n (%) | |||||||
Northeast | 3009 (20.0) | 467 | 2046 (19.0) | 328 | 962 (22.7) | 180 | .01 |
Midwest | 3812 (25.4) | 556 | 2740 (25.4) | 426 | 1072 (25.3) | 151 | |
South | 6063 (40.4) | 670 | 4576 (42.4) | 512 | 1487 (35.1) | 186 | |
West | 2137 (14.2) | 368 | 1428 (13.2) | 248 | 709 (16.8) | 136 | |
Discharge disposition, n (%) | |||||||
Home | 3902 (26.0) | 364 | 3185 (29.5) | 297 | 716 (16.9) | 95 | <.001 |
Home care | 3573 (23.8) | 394 | 2112 (19.6) | 265 | 1462 (34.6) | 166 | |
Health care facility | 5608 (37.3) | 457 | 4284 (39.7) | 363 | 1323 (31.3) | 140 | |
Died | 1933 (12.9) | 175 | 1204 (11.1) | 120 | 729 (17.2) | 81 | |
Mean length of stay, d | |||||||
Alive at discharge | 33.2 | 0.68 | 33.3 | 0.72 | 33.2 | 1.01 | .94 |
Died | 39.0 | 1.89 | 41.9 | 2.44 | 34.3 | 2.42 | .03 |
Mean hospital charges, USD | |||||||
Alive at discharge | 767,431 | 21,023 | 761,354 | 21,367 | 784,155 | 28,579 | .52 |
Died | 1,037,622 | 49,259 | 1,065,777 | 64,374 | 991,547 | 58,889 | .39 |
Interventions before VAD implantation, n (%) | |||||||
IABP | 3278 (21.8) | 332 | 2343 (22.8) | 220 | 935 (19.5) | 112 | .07 |
Cardiac surgery | 557 (3.7) | 86 | 392 (3.6) | 52 | 165 (3.9) | 34 | .62 |
Mechanical ventilation | 1250 (8.3) | 151 | 969 (9.0) | 104 | 281 (6.6) | 47 | <.001 |
ECMO | 526 (3.5) | 82 | 431 (4.0) | 61 | 95 (2.2) | 21 | <.001 |
Hemodialysis | 575 (3.8) | 96 | 332 (3.2) | 52 | 243 (5.1) | 44 | .01 |
Relation of Age and Mortality
Preoperative Interventions and Mortality
Ages 18-65 years | Age older than 65 years | Mortality difference (95% CI) | |||
---|---|---|---|---|---|
Died (% receiving treatment) | SE | Died (% receiving treatment) | SE | ||
IABP | 350 (15.0) | 48 | 150 (16.2) | 31 | 1.0% (−5.0-7.0) |
Cardiac surgery | 76 (19.5) | 19 | 68 (41.1) | 20 | 22% (5.0-39) |
Mechanical ventilation | 263 (27.1) | 40 | 113 (40.1) | 24 | 13% (1.0-26) |
ECMO | 183 (42.4) | 34 | 50 (52.4) | 16 | 10% (−15-34) |
Hemodialysis | 159 (47.8) | 33 | 173 (71.1) | 34 | 23% (4.0-42) |
At least 1 intervention excluding IABP | 498 (29.4) | 65 | 313 (48.2) | 52 | 19% (9.0-28) |
Baseline in-hospital mortality after VAD implantation | 1204 (11.1) | 120 | 729 (17.2) | 81 | 6.1% (+5.3-7.1) |

Age dichotomized | Age as a continuous variable | |
---|---|---|
Age > 65 years | 1.77 (1.29-2.40) | – |
Female sex | 1.27 (0.96-1.67) | 1.30 (0.99-1.17) |
Race | ||
White | Reference | Reference |
Black | 1.02 (0.73-1.43) | 1.09 (0.79-1.52) |
Other | 1.15 (0.80-1.65) | 1.17 (0.81-1.68) |
Unknown | 1.41 (0.90-2.20) | 1.42 (0.90-2.23) |
Primary payer | ||
Medicare | Reference | Reference |
Medicaid | 0.98 (0.63-1.53) | 1.12 (0.72-1.72) |
Private | 0.91 (0.67-1.23) | 0.99 (0.75-1.31) |
Other | 1.22 (0.68-2.20) | 1.33 (0.74-2.38) |
Hospital region | ||
Midwest | Reference | Reference |
Northeast | 0.97 (0.66-1.43) | 0.97 (0.65-1.43) |
West | 1.06 (0.76-1.49) | 1.06 (0.75-1.50) |
South | 0.84 (0.54-1.32) | 0.81 (0.65-1.43) |
Household income | 1.12 (1.00-1.25) | 1.10 (0.99-1.23) |
Elective admission | 0.75 (0.57-0.98) | 0.72 (0.55-0.96) |
Year of implantation | 0.95 (0.88-1.03) | 0.94 (0.87-1.02) |
Elixhauser score | 1.01 (0.95-1.08) | 1.01 (0.95-1.09) |
IABP before VAD placement | 0.91 (0.69-1.20) | 0.92 (0.70-1.22) |
High-risk intervention before VAD placement | 5.52 (4.27-7.13) | 5.65 (4.35-7.34) |
Temporal Trends in Heart Transplantation and VAD Placement According to Age


Discussion

Limitation
Conclusions
Conflict of Interest Statement
Appendix
Description | ICD-9 code |
---|---|
Intra-aortic balloon pump | 37.61 |
Mechanical ventilation | 96.70, 96.71, 96.72 |
Hemodialysis | 39.95 |
ECMO | 37.62 |
Invasive mechanical ventilation ≥96 hours | 96.72 |
Cardiac surgery | |
Operations on valves and septa of heart | |
Closed heart valvotomy, unspecified valve | 35 |
Closed heart valvotomy, aortic valve | 35.01 |
Closed heart valvotomy, mitral valve | 35.02 |
Closed heart valvotomy, pulmonary valve | 35.03 |
Closed heart valvotomy, tricuspid valve | 35.04 |
Endovascular replacement of aortic valve | 35.05 |
Transapical replacement of aortic valve | 35.06 |
Endovascular replacement of pulmonary valve | 35.07 |
Transapical replacement of pulmonary valve | 35.08 |
Endovascular replacement of unspecified heart valve | 35.09 |
Open heart valvuloplasty without replacement, unspecified valve | 35.1 |
Open heart valvuloplasty of aortic valve without replacement | 35.11 |
Open heart valvuloplasty of mitral valve without replacement | 35.12 |
Open heart valvuloplasty of pulmonary valve without replacement | 35.13 |
Open heart valvuloplasty of tricuspid valve without replacement | 35.14 |
Open and other replacement of unspecified heart valve | 35.2 |
Open and other replacement of aortic valve with tissue graft | 35.21 |
Open and other replacement of aortic valve | 35.22 |
Open and other replacement of mitral valve with tissue graft | 35.23 |
Open and other replacement of mitral valve | 35.24 |
Open and other replacement of pulmonary valve with tissue graft | 35.25 |
Open and other replacement of pulmonary valve | 35.26 |
Open and other replacement of tricuspid valve with tissue graft | 35.27 |
Open and other replacement of tricuspid valve | 35.28 |
Operations on papillary muscle | 35.31 |
Operations on chordae tendineae | 35.32 |
Annuloplasty | 35.33 |
Infundibulectomy | 35.34 |
Operations on trabeculae carneae cordis | 35.35 |
Operations on other structures adjacent to valves of heart | 35.39 |
Enlargement of existing atrial septal defect | 35.41 |
Creation of septal defect in heart | 35.42 |
Repair of unspecified septal defect of heart with prosthesis | 35.5 |
Repair of atrial septal defect with prosthesis, open technique | 35.51 |
Repair of atrial septal defect with prosthesis, closed technique | 35.52 |
Repair of ventricular septal defect with prosthesis, open technique | 35.53 |
Repair of endocardial cushion defect with prosthesis | 35.54 |
Repair of ventricular septal defect with prosthesis, closed technique | 35.55 |
Repair of unspecified septal defect of heart with tissue graft | 35.6 |
Repair of atrial septal defect with tissue graft | 35.61 |
Repair of ventricular septal defect with tissue graft | 35.62 |
Repair of endocardial cushion defect with tissue graft | 35.63 |
Other and unspecified repair of unspecified septal defect of heart | 35.7 |
Other and unspecified repair of atrial septal defect | 35.71 |
Other and unspecified repair of ventricular septal defect | 35.72 |
Other and unspecified repair of endocardial cushion defect | 35.73 |
Total repair of tetralogy of Fallot | 35.81 |
Total repair of total anomalous pulmonary venous connection | 35.82 |
Total repair of truncus arteriosus | 35.83 |
Total correction of transposition of great vessels, not elsewhere classified | 35.84 |
Interatrial transposition of venous return | 35.91 |
Creation of conduit between right ventricle and pulmonary artery | 35.92 |
Creation of conduit between left ventricle and aorta | 35.93 |
Creation of conduit between atrium and pulmonary artery | 35.94 |
Revision of corrective procedure on heart | 35.95 |
Percutaneous balloon valvuloplasty | 35.96 |
Percutaneous mitral valve repair with implant | 35.97 |
Other operations on septa of heart | 35.98 |
Other operations on valves of heart | 35.99 |
Operations on vessels of heart | |
Open chest coronary artery angioplasty | 36.03 |
Intracoronary artery thrombolytic infusion | 36.04 |
Insertion of non–drug-eluting coronary artery stent(s) | 36.06 |
Insertion of drug-eluting coronary artery stent(s) | 36.07 |
Other removal of coronary artery obstruction | 36.09 |
Aortocoronary bypass for heart revascularization, not otherwise specified | 36.1 |
(Aorto)coronary bypass of 1 coronary artery | 36.11 |
(Aorto)coronary bypass of 2 coronary arteries | 36.12 |
(Aorto)coronary bypass of 3 coronary arteries | 36.13 |
(Aorto)coronary bypass of 4 or more coronary arteries | 36.14 |
Single internal mammary-coronary artery bypass | 36.15 |
Double internal mammary-coronary artery bypass | 36.16 |
Abdominal-coronary artery bypass | 36.17 |
Other bypass anastomosis for heart revascularization | 36.19 |
Heart revascularization by arterial implant | 36.2 |
Open chest transmyocardial revascularization | 36.31 |
Other transmyocardial revascularization | 36.32 |
Endoscopic transmyocardial revascularization | 36.33 |
Percutaneous transmyocardial revascularization | 36.34 |
Other heart revascularization | 36.39 |
Repair of aneurysm of coronary vessel | 36.91 |
Other operations on vessels of heart | 36.99 |
Cardiotomy and pericardiotomy | |
Incision of heart, not otherwise specified | 37.1 |
Cardiotomy | 37.11 |
Pericardiotomy | 37.12 |
Pericardiectomy and excision of lesion of heart | |
Pericardiectomy | 37.31 |
Excision of aneurysm of heart | 37.32 |
Excision or destruction of other lesion or tissue of heart, open approach | 37.33 |
Excision or destruction of other lesion or tissue of heart, endovascular approach | 37.34 |
Partial ventriculectomy | 37.35 |
Excision, destruction, or exclusion of left atrial appendage | 37.36 |
Excision or destruction of other lesion or tissue of heart, thoracoscopic approach | 37.37 |
Major aortic dissection or aneurysm repair | |
Unspecified site | 441 |
Ascending aorta | 441.01 |
Thoracoabdominal | 441.03 |
Ascending aorta aneurysm, ruptured | 441.1 |
Ascending aorta aneurysm without mention of rupture | 441.2 |
Thoracoabdominal aneurysm, ruptured | 441.6 |
Thoracoabdominal aneurysm, without mention of rupture | 441.7 |
Aortic aneurysm of unspecified site without mention of rupture | 441.9 |
Overall (n = 15,021 ± 1055) | Ages 18-65 years (n = 10,790 ± 782) | Age older than 65 years (n = 4231 ± 329) | P value | ||||
---|---|---|---|---|---|---|---|
n (%) | SE | n | SE | n | SE | ||
Congestive heart failure ∗ Note that the diagnosis of congestive heart failure and valvular heart disease are primary diagnoses for a large percentage of patients in this study and thus not readily captured by our Elixhauser comorbidity index. Because of the ubiquity of these diagnoses in the study population they are essentially dropped in this analysis. | 85 (0.6) | 39 | 71 (0.7) | 35 | 14 (0.3) | 8 | .24 |
Valvular disease ∗ Note that the diagnosis of congestive heart failure and valvular heart disease are primary diagnoses for a large percentage of patients in this study and thus not readily captured by our Elixhauser comorbidity index. Because of the ubiquity of these diagnoses in the study population they are essentially dropped in this analysis. | 30 (0.2) | 16 | 25 (0.2) | 15 | 5 (0.1) | 5 | .54 |
Pulmonary circulation disorders | 44 (0.3) | 21 | 39 (0.4) | 21 | 5 (0.1) | 5 | .29 |
Peripheral vascular disorders | 1325 (8.8) | 121 | 793 (7.4) | 90 | 532 (12.6) | 61 | <.001 |
Hypertension | 6628 (44.1) | 518 | 4568 (42.3) | 375 | 2060 (48.7) | 179 | .03 |
Paralysis | 359 (2.4) | 47 | 264 (2.5) | 40 | 94 (2.2) | 21 | .71 |
Other neurologic disorders | 783 (5.2) | 90 | 521 (4.8) | 69 | 261 (6.2) | 39 | .12 |
Chronic pulmonary disease | 2715 (18.1) | 241 | 1817 (16.8) | 178 | 898 (21.2) | 98 | .02 |
Diabetes, uncomplicated | 3928 (26.1) | 301 | 2739 (25.4) | 225 | 1188 (28.1) | 111 | .15 |
Diabetes, complicated | 1085 (7.2) | 102 | 722 (6.7) | 79 | 363 (8.6) | 47 | .08 |
Hypothyroidism | 1744 (11.6) | 145 | 1108 (10.2) | 106 | 636 (15.0) | 68 | <.001 |
Chronic kidney disease | 5989 (39.9) | 481 | 3905 (36.1) | 330 | 2084 (49.2) | 189 | <.001 |
Liver disease | 533 (3.5) | 62 | 406 (3.8) | 52 | 127 (3.0) | 27 | .31 |
Peptic ulcer disease, excluding bleeding | 5 (0.03) | 5 | 5 (0.04) | 5 | 0 (0) | 0 | 1 |
Acquired immune deficiency syndrome | 20 (0.13) | 10 | 20 (0.19) | 10 | 0 (0) | 0 | 1 |
Lymphoma | 167 (1.1) | 34 | 109 (1.0) | 26 | 58 (1.4) | 20 | .4 |
Metastatic cancer | 35 (0.2) | 13 | 20 (0.18) | 10 | 15 (0.4) | 9 | .37 |
Solid tumor without metastasis | 140 (0.9) | 31 | 85 (0.8) | 22 | 55 (1.3) | 19 | .22 |
Rheumatoid arthritis/collagen vascular diseases | 178 (1.2) | 32 | 114 (1.1) | 25 | 64 (1.5) | 18 | .29 |
Coagulopathy | 5778 (38.5) | 482 | 4010 (37.2) | 360 | 1768 (41.8) | 152 | .02 |
Obesity | 2431 (16.2) | 187 | 2058 (19.1) | 167 | 373 (8.8) | 51 | <.001 |
Weight loss | 4102 (27.3) | 346 | 2721 (25.2) | 250 | 1381 (32.6) | 130 | .002 |
Fluid and electrolyte disorders | 9778 (65.1) | 759 | 7192 (66.7) | 577 | 2586 (61.1) | 215 | .007 |
Blood loss anemia | 255 (1.7) | 44 | 172 (1.6) | 35 | 83 (2.0) | 22 | .49 |
Deficiency anemias | 3169 (21.3) | 315 | 2310 (21.4) | 242 | 886 (20.9) | 96 | .76 |
Alcohol use | 385 (2.6) | 50 | 336 (3.1) | 45 | 49 (1.1) | 17 | .003 |
Drug abuse | 330 (2.2) | 49 | 321 (3.0) | 48 | 9 (0.2) | 7 | <.001 |
Psychoses | 483 (3.2) | 66 | 389 (3.6) | 61 | 94 (2.2) | 23 | .08 |
Depression | 1639 (10.9) | 153 | 1233 (11.4) | 119 | 406 (9.6) | 57 | .14 |
OR (95% CI) | P value | |
---|---|---|
Age older than 65 years | 1.02 (1.01-1.04) | <.001 |
Female sex | 1.22 (0.94-1.59) | .14 |
Race | ||
White | Reference | – |
Black | 0.77 (0.58-1.03) | .08 |
Other | 1.19 (0.86-1.64) | .29 |
Unknown | 1.40 (0.96-2.06) | .08 |
Primary payer | ||
Medicare | Reference | – |
Medicaid | 0.89 (0.63-1.72) | .52 |
Private | 0.99 (0.75-1.31) | .34 |
Other | 1.33 (0.74-2.38) | .47 |
Hospital region | ||
Midwest | Reference | |
Northeast | 1.00 (0.72-1.40) | .99 |
West | 0.88 (0.64-1.21) | .41 |
South | 0.82 (0.53-1.26) | .37 |
Household income | 1.16 (1.05-1.27) | .003 |
Elective admission | 0.65 (0.50-0.85) | .002 |
Year of implantation | 0.96 (0.88-1.05) | .35 |
Elixhauser score | 1.02 (0.95-1.07) | .72 |
IABP before VAD placement | 1.29 (1.00-1.66) | .05 |
High-risk intervention before VAD placement | 5.50 (4.38-6.91) | <.001 |
Supplementary Data
- Video 1
The second author (Brooks Udelsman, MD) presenting a short summary of the study, highlighting the central findings and conclusions. Video available at: https://www.jtcvs.org/article/S0022-5223(18)32962-3/fulltext.
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Article info
Publication history
Footnotes
Dr. Lindvall was supported by a Junior Faculty Career Development Award from the National Palliative Care Research Center, New York, New York and a 2016 Pilot Award (NINR U24) from the Palliative Care Research Cooperative Group, Denver, Colorado.
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