| Literature DB >> 33469329 |
Pengyang Li1, Xiaojia Lu2, Catherine Teng3, Michelle Hadley4, Peng Cai5, Qiying Dai5, Bin Wang2,6.
Abstract
PURPOSE: Hyperlipidemia (HLD) is one of the most common cardiovascular risk factors and is prevalent in patients with takotsubo cardiomyopathy (TCM), but the association between HLD and TCM patients' outcomes is unclear. We investigated the impact of HLD on the in-hospital outcomes of TCM patients. PATIENTS AND METHODS: Our retrospective cohort study used the latest available data from the National Inpatient Sample (2016-2017). Using the ICD-10 code, we identified 3139 patients with a primary diagnosis of TCM, 1530 of whom had HLD. We compared in-hospital outcomes between HLD and non-HLD groups before and after propensity score matching.Entities:
Keywords: hyperlipidemia; mortality; takotsubo cardiomyopathy
Year: 2021 PMID: 33469329 PMCID: PMC7811457 DOI: 10.2147/DMSO.S282009
Source DB: PubMed Journal: Diabetes Metab Syndr Obes ISSN: 1178-7007 Impact factor: 3.168
International Classification of Disease, 10th Edition, Clinical Modification (ICD-10-CM) Codes Used for Comorbidities and Complications
| Comorbidities/Complications | ICD-10 Code |
|---|---|
| TCM | I5181 |
| HLD | E780-E785 |
| Smoking | F17-F17299, Z720, Z87891 |
| Hypertension | I10, I15-I159 |
| DM | E10-E109, E11-E119, E13-E139 |
| Obesity | Z683-Z6839, Z684-Z6845, E66-E669 |
| Anxiety | F064, F40-F409, F41-F419 |
| Depression | F32-F329, F33-F339, F341 |
| COPD | J41-J418, J42, J43-J439, J44-J449 |
| OSA | G473-G4739 |
| CKD | N18-N189 |
| PAD | I70, I71, I72, I73, I74, I77 |
| Sepsis | A021, A227, A267, A327, A40-A409, A41-A419, A427, A5486, B377, O0337, O0387, O0487, O0737, O0882, O85, P36-P369, R652-R6521 |
| Cardiac arrest | I46-I469 |
| Cardiogenic shock | R570 |
| Ventricular arrhythmia | I472, I490-I4902 |
| AKI | N17-N179 |
| ARF | J960-J9622 |
Abbreviations: AKI, acute kidney injury; ARF, acute respiratory failure; CKD, chronic kidney disease; COPD, chronic obstructive pulmonary disease; DM, diabetes mellitus; HLD, hyperlipidemia; OSA, obstructive sleep apnea; PAD, peripheral artery disease; TCM, takotsubo cardiomyopathy.
Figure 1Flow chart of the selection process for the final patient sample used in this study.
Baseline Characteristics
| Variables | Unmatched Cohort | Propensity-Matched Cohort | ||||
|---|---|---|---|---|---|---|
| TCM without HLD | TCM with HLD | TCM without HLD | TCM with HLD | |||
| 1609 | 1530 | 1162 | 1162 | |||
| 64.73 (13.80) | 68.71 (11.04) | <0.001 | 67.63 (12.68) | 67.46 (11.00) | 0.719 | |
| 0.175 | 1 | |||||
| Male | 163 (10.1) | 135 (8.8) | 100 (8.6) | 100 (8.6) | ||
| Female | 1444 (89.7) | 1395 (91.2) | 1062 (91.4) | 1062 (91.4) | ||
| Unknown | 2 (0.1) | 0 (0.0) | 0 (0.0) | 0 (0.0) | ||
| 0.192 | 0.865 | |||||
| White | 1259 (78.2) | 1235 (80.7) | 930 (80.0) | 950 (81.8) | ||
| Black | 106 (6.6) | 100 (6.5) | 67 (5.8) | 70 (6.0) | ||
| Hispanic | 100 (6.2) | 76 (5.0) | 67 (5.8) | 60 (5.2) | ||
| Asian/Pacific Islander | 22 (1.4) | 23 (1.5) | 17 (1.5) | 17 (1.5) | ||
| Native American | 14 (0.9) | 4 (0.3) | 4 (0.3) | 4 (0.3) | ||
| Other | 35 (2.2) | 32 (2.1) | 26 (2.2) | 20 (1.7) | ||
| Unknown | 73 (4.5) | 60 (3.9) | 51 (4.4) | 41 (3.5) | ||
| 0.539 | 0.996 | |||||
| “Central” counties of metro areas of ≥1 million population | 367 (22.8) | 354 (23.1) | 273 (23.5) | 263 (22.6) | ||
| “Finge” counties of metro areas of ≥1 million population | 370 (23.0) | 394 (25.8) | 280 (24.1) | 292 (25.1) | ||
| Counties in metro areas of 250,000–999,999 population | 411 (25.5) | 357 (23.3) | 279 (24.0) | 278 (23.9) | ||
| Counties in metro areas of 50,000–249,999 population | 168 (10.4) | 158 (10.3) | 122 (10.5) | 120 (10.3) | ||
| Micropolitan counties | 165 (10.3) | 156 (10.2) | 121 (10.4) | 122 (10.5) | ||
| Non metropolitan or micropolitan counties | 121 (7.5) | 107 (7.0) | 84 (7.2) | 83 (7.1) | ||
| NA | 7 (0.4) | 4 (0.3) | 3 (0.3) | 4 (0.3) | ||
| 0.198 | 0.809 | |||||
| $1-$42,999 | 401 (24.9) | 348 (22.7) | 276 (23.8) | 270 (23.2) | ||
| $43,000-$53,999 | 429 (26.7) | 384 (25.1) | 311 (26.8) | 292 (25.1) | ||
| $54,000-$70,999 | 406 (25.2) | 432 (28.2) | 296 (25.5) | 320 (27.5) | ||
| $71,000 or more | 351 (21.8) | 350 (22.9) | 265 (22.8) | 266 (22.9) | ||
| Unknown | 22 (1.4) | 16 (1.0) | 14 (1.2) | 14 (1.2) | ||
| <0.001 | 0.998 | |||||
| Medicare | 858 (53.3) | 1009 (65.9) | 715 (61.5) | 718 (61.8) | ||
| Medicaid | 175 (10.9) | 99 (6.5) | 86 (7.4) | 88 (7.6) | ||
| Private including HMO | 461 (28.7) | 367 (24.0) | 312 (26.9) | 304 (26.2) | ||
| Self-pay | 71 (4.4) | 30 (2.0) | 29 (2.5) | 30 (2.6) | ||
| No charge | 5 (0.3) | 1 (0.1) | 1 (0.1) | 1 (0.1) | ||
| Other | 39 (2.4) | 23 (1.5) | 19 (1.6) | 21 (1.8) | ||
| Unknown | 0 (0.0) | 1 (0.1) | 0 (0.0) | 0 (0.0) | ||
| 0.438 | 0.863 | |||||
| Rural | 96 (6.0) | 78 (5.1) | 69 (5.9) | 64 (5.5) | ||
| Urban non-teaching | 361 (22.4) | 363 (23.7) | 277 (23.8) | 272 (23.4) | ||
| Urban teaching | 1152 (71.6) | 1089 (71.2) | 816 (70.2) | 826 (71.1) | ||
| 0.084 | 0.874 | |||||
| Northeast | 325 (20.2) | 301 (19.7) | 233 (20.1) | 235 (20.2) | ||
| Midwest | 388 (24.1) | 430 (28.1) | 296 (25.5) | 312 (26.9) | ||
| South | 525 (32.6) | 467 (30.5) | 370 (31.8) | 361 (31.1) | ||
| West | 371 (23.1) | 332 (21.7) | 263 (22.6) | 254 (21.9) | ||
| 0.628 | 0.738 | |||||
| Small | 235 (14.6) | 209 (13.7) | 169 (14.5) | 156 (13.4) | ||
| Medium | 439 (27.3) | 408 (26.7) | 310 (26.7) | 315 (27.1) | ||
| Large | 935 (58.1) | 913 (59.7) | 683 (58.8) | 691 (59.5) | ||
| Smoking | 701 (43.6) | 669 (43.7) | 0.958 | 506 (43.5) | 507 (43.6) | 1 |
| Hypertension | 656 (40.8) | 881 (57.6) | <0.001 | 600 (51.6) | 587 (50.5) | 0.619 |
| DM | 203 (12.6) | 421 (27.5) | <0.001 | 197 (17.0) | 225 (19.4) | 0.146 |
| Obesity | 162 (10.1) | 236 (15.4) | <0.001 | 133 (11.4) | 162 (13.9) | 0.081 |
| Anxiety | 397 (24.7) | 396 (25.9) | 0.461 | 292 (25.1) | 301 (25.9) | 0.703 |
| Depression | 247 (15.4) | 307 (20.1) | 0.001 | 203 (17.5) | 222 (19.1) | 0.334 |
| COPD | 353 (21.9) | 331 (21.6) | 0.87 | 265 (22.8) | 260 (22.4) | 0.843 |
| OSA | 62 (3.9) | 109 (7.1) | <0.001 | 56 (4.8) | 67 (5.8) | 0.354 |
| CKD | 110 (6.8) | 164 (10.7) | <0.001 | 104 (9.0) | 121 (10.4) | 0.262 |
| PAD | 80 (5.0) | 134 (8.8) | <0.001 | 70 (6.0) | 76 (6.5) | 0.669 |
| Sepsis | 30 (1.9) | 17 (1.1) | 0.112 | 15 (1.3) | 16 (1.4) | 1 |
Abbreviations: CKD, chronic kidney disease; COPD, chronic obstructive pulmonary disease; DM, diabetes mellitus; HLD, hyperlipidemia; OSA, obstructive sleep apnea; PAD, peripheral artery disease; TCM, takotsubo cardiomyopathy.
Figure 2Standardized mean differences of covariates before and after propensity score matching between TCM patients with and without HLD.
In-Hospital Outcomes Before and After Propensity Score Matching
| Variables | Unmatched Cohort | Propensity-Matched Cohort | ||||
|---|---|---|---|---|---|---|
| TCM without HLD | TCM with HLD | TCM without HLD | TCM with HLD | |||
| 1609 | 1530 | 1162 | 1162 | |||
| Death, n (%) | 33 (2.1) | 19 (1.2) | 0.102 | 28 (2.4) | 13 (1.1) | 0.027 |
| Cardiac arrest, n (%) | 37 (2.3) | 19 (1.2) | 0.035 | 24 (2.1) | 14 (1.2) | 0.141 |
| Cardiogenic shock, n (%) | 91 (5.7) | 54 (3.5) | 0.006 | 65 (5.6) | 39 (3.4) | 0.012 |
| Ventricular arrhythmia | 70 (4.4) | 53 (3.5) | 0.235 | 46 (4.0) | 41 (3.5) | 0.662 |
| AKI, n (%) | 146 (9.1) | 141 (9.2) | 0.940 | 114 (9.8) | 94 (8.1) | 0.167 |
| ARF, n (%) | 200 (12.4) | 142 (9.3) | 0.006 | 141 (12.1) | 106 (9.1) | 0.022 |
| LOS, (mean (sd)) | 3.60 (3.46) | 3.26 (3.17) | 0.004 | 3.57 (3.14) | 3.20 (3.27) | 0.005 |
| Total charge (mean (sd)) | 52,478.42 (54,067.55) | 47,048.09 (40,379.55) | 0.002 | 51,282.36 (46,190.15) | 46,825.87 (39,620.81) | 0.013 |
Abbreviations: AKI, acute kidney injury; ARF, acute respiratory failure; HLD, hyperlipidemia; LOS, length of stay; TCM, takotsubo cardiomyopathy.
Figure 3Forrest plot graph showing adjusted odds ratio for in-hospital outcomes after propensity score matching.