| Literature DB >> 35207721 |
Juncheol Lee1, Heekyung Lee1, Jaehoon Oh1, Tae Ho Lim1, Hyunggoo Kang1, Byuk Sung Ko1, Yongil Cho1.
Abstract
PURPOSE: This study aimed to investigate the association between total serum cholesterol levels and outcomes upon discharge in patients after out-of-hospital cardiac arrest (OHCA).Entities:
Keywords: cerebral performance category; cholesterol; heart arrest; prognosis
Year: 2022 PMID: 35207721 PMCID: PMC8875378 DOI: 10.3390/jpm12020233
Source DB: PubMed Journal: J Pers Med ISSN: 2075-4426
Figure 1Flow chart of the study (KoCARC, Korean Cardiac Arrest Resuscitation Consortium; OHCA, out-of-hospital cardiac arrest; ROSC, Return of spontaneous circulation; CPC, Cerebral Performance Category).
Baseline characteristics of out-of-hospital cardiac arrest patients with neurologic outcome.
| Poor Neurologic Outcome | Good Neurologic Outcome | * | |
|---|---|---|---|
| Patient characteristic | |||
| Age | 64.7 ± 17.2 | 56.7 ± 16.9 | <0.001 * |
| Gender (male), | 428 (70.4) | 56 (69.1) | 0.918 |
| HTN, | 302 (49.7) | 39 (48.1) | 0.889 |
| DM, | 226 (37.2) | 15 (18.5) | 0.001 * |
| Dyslipidemia, | 96 (15.8) | 8 (9.9) | 0.218 |
| Cardiac arrest characteristic | |||
| Arrest place | 0.001 * | ||
| Home/Residence | 330 (54.3) | 26 (32.1) | |
| Public place | 103 (16.9) | 17 (21.0) | |
| Other | 175 (28.8) | 38 (46.9) | |
| Witnessed, | 431 (70.9) | 72 (88.9) | <0.001 * |
| Bystander CPR, | 265 (43.6) | 30 (37.0) | 0.318 |
| Shockable, | 102 (16.8) | 40 (49.4) | <0.001 * |
| Hospital care | |||
| TTM, | 224 (36.8) | 29 (35.8%) | 0.952 |
| Blood test results | |||
| Na, mEq/L | 138.9 ± 7.2 | 139.8 ± 6.0 | 0.24 |
| K, mEq/L | 5.2 ± 1.6 | 4.4 ± 1.2 | <0.001 * |
| Albumin, g/dL | 3.1 ± 0.7 | 3.5 ± 0.6 | <0.001 * |
| Glucose, mg/dL | 284.0 ± 140.7 | 276.8 ± 119.6 | 0.659 |
| Cholesterol, mg/dL | 127.5 ± 45.1 | 155.1 ± 48.6 | <0.001 * |
| pH | 6.9 ± 0.2 | 7.1 ± 0.2 | <0.001 * |
| PaCO2, mmHg | 77.1 ± 28.8 | 56.5 ± 25.7 | <0.001 * |
| PaO2, mmHg | 88.2 ± 93.1 | 94.7 ± 88.1 | 0.553 |
| Lactate, mmol/L | 11.8 ± 4.8 | 10.4 ± 4.9 | 0.015 * |
Categorical and continuous variables are represented by number (%) and mean ± SD, respectively. The two groups were compared using the independent t-test for continuous variables, and chi-square test for categorical variables. HTN; hypertension, DM; diabetes mellitus, CPR; cardiopulmonary resuscitation, * p < 0.05 is significant.
Baseline characteristics of out-of-hospital cardiac arrest patients with survival to discharge.
| Non-Survival | Survival | ||
|---|---|---|---|
| Patient characteristic | |||
| Age | 65.1 ± 17.3 | 60.7 ± 17.2 | 0.003 * |
| Gender (male), | 339 (69.9) | 145 (71.1) | 0.827 |
| HTN, | 239 (49.3) | 102 (50.0) | 0.929 |
| DM, | 186 (38.4) | 55 (27.0) | 0.006 * |
| Dyslipidemia, | 80 (16.5) | 24 (11.8) | 0.142 |
| Cardiac arrest characteristic | |||
| Arrest place | <0.001 * | ||
| Home/Residence | 275 (56.7) | 81 (39.7) | |
| Public place | 81 (16.7) | 39 (19.1) | |
| Other | 129 (26.6) | 84 (41.2) | |
| Witness, | 340 (70.1) | 163 (79.9) | 0.011 * |
| Bystander CPR, | 218 (44.9) | 77 (37.7) | 0.097 |
| Shockable, | 77 (15.9) | 65 (31.9) | <0.001 * |
| Hospital care | |||
| TTM, | 157 (32.4) | 96 (47.1) | <0.001 * |
| Blood test results | |||
| Na, mEq/L | 138.8 ± 7.6 | 139.5 ± 5.6 | 0.184 |
| K, mEq/L | 5.2 ± 1.6 | 4.6 ± 1.3 | <0.001 * |
| Albumin, g/dL | 3.0 ± 0.7 | 3.4 ± 0.6 | <0.001 * |
| Glucose, mg/dL | 281.1 ± 142.3 | 288.1 ± 128.9 | 0.545 |
| Cholesterol, mg/dL | 124.0 ± 44.1 | 146.8 ± 47.7 | <0.001 * |
| pH | 6.9 ± 0.2 | 7.0 ± 0.3 | <0.001 * |
| PaCO2, mmHg | 75.8 ± 28.9 | 72.1 ± 29.9 | 0.135 |
| PaO2, mmHg | 86.7 ± 89.7 | 94.3 ± 98.8 | 0.325 |
| Lactate, mmol/L | 12.0 ± 5.0 | 10.6 ± 4.4 | <0.001 * |
Categorical and continuous variables are represented by number (%) and mean ± SD, respectively. The two groups were compared using the independent t-test for continuous variables, and chi-square test for categorical variables. HTN; hypertension, DM; diabetes mellitus, TTM; target temperature management, CPR; cardiopulmonary resuscitation, * p < 0.05 is significant.
Figure 2Receiver operator characteristic curve for prediction of neurologic outcomes using total cholesterol levels.
Cut-off and diagnostic values of cholesterol for predicting neurologic outcome and survival.
| Cut-Off Value | Accuracy | Sensitivity | Specificity | PPV | NPV | |
|---|---|---|---|---|---|---|
|
| ||||||
| Cholesterol for predicting | <58.0 mg/dL | 48.96% | 2.96% | 98.7% | 94.1% | 11.9% |
| Cholesterol for predicting | ≧119.0 mg/dL | 59.31% | 80.2% | 48.2% | 5.2% | 82.9% |
|
| ||||||
| Cholesterol for predicting | <58.0 mg/dL | 45.22% | 3.71% | 99.5% | 94.7% | 30.3% |
| Cholesterol for predicting | ≧126.0 mg/dL | 61.29% | 67.6% | 57.5% | 19.1% | 59.9% |
The cut-off value for predicting poor outcomes was calculated as high specificity, and the cut-off value of cholesterol for predicting good outcomes is calculated as Youden’s index. PPV, positive predictive value; NPV, negative predictive value.
Figure 3Receiver operator characteristic curve for prediction of survival to discharge using total cholesterol levels. The optimal cut-off value of the total cholesterol level for predicting good neurologic outcomes using the Youden’s index was calculated as 126 mg/dL, and for predicting poor neurologic outcomes with high specificity was calculated as 58 mg/dL (Table 3).
Multivariate logistic regression of out-of-hospital cardiac arrest patients with neurologic outcome.
| Crude OR | Adjusted OR | * | ||
|---|---|---|---|---|
| Age | 0.21 (0.16–0.28) | <0.001 * | 0.04 (0.01–0.13) | <0.001 * |
| Witnessed | 3.29 (1.61–6.71) | 0.001 * | 3.27 (1.48–7.26) | 0.003 * |
| Initial shockable rhythm | 4.84 (2.98–7.86) | <0.001 * | 3.40 (1.94–5.98) | <0.001 * |
| Albumin | 3.90 (2.31–6.58) | <0.001 * | 2.06 (1.11–3.82) | 0.022 * |
| Cholesterol | 3.63 (2.05–6.42) | <0.001 * | 2.00 (1.01–3.96) | 0.045 * |
| pH | 4.71 (2.83–7.85) | <0.001 * | 2.19 (1.16–4.12) | 0.015 * |
| PaCO2 | 0.18 (0.11–0.3) | <0.001 * | 0.27 (0.14–0.49) | <0.001 * |
| Lactate | 0.37 (0.22–0.62) | <0.001 * | 0.56 (0.30–1.05) | 0.07 * |
* p < 0.05 is significant. OR; odds ratio, CI; confidence interval.
Multivariate logistic regression of out-of-hospital cardiac arrest patients with survival to discharge.
| Crude OR | * | Adjusted OR | * | |
|---|---|---|---|---|
| DM | 0.59 (0.41–0.61) | 0.004 * | 0.66 (0.45–0.98) | 0.038 * |
| Witnessed | 1.70 (1.14–2.51) | 0.009 * | 1.51 (0.99–2.31) | 0.056 |
| Initial shockable rhythm | 2.48 (1.69–3.63) | <0.001 * | 1.56 (1.01–2.39) | 0.043 * |
| TTM | 1.86 (1.33–2.59) | <0.001 * | 1.92 (1.33–2.76) | <0.001 * |
| K | 0.48 (0.34–0.67) | <0.001 * | 0.71 (0.49–1.03) | 0.074 |
| Albumin | 3.06 (2.18–4.31) | <0.001 * | 2.24 (1.53–3.29) | <0.001 * |
| Cholesterol | 2.74 (1.92–3.91) | <0.001 * | 1.72 (1.15–2.57) | 0.009 * |
| pH | 2.00 (1.43–2.79) | <0.001 * | 1.60 (1.09–2.34) | 0.016 * |
| Lactate | 0.54 (0.36–0.81) | 0.003* | 0.66 (0.41–1.05) | 0.081 |
* p < 0.05 is significant. OR; odds ratio, CI; confidence interval, DM; diabetes mellitus, TTM; target temperature management.