Abstract
Purpose
The purpose of our present study was to explore the characteristics and outcomes of congenital heart disease (CHD) patients with severe postoperative hyperbilirubinemia.
Methods
All patients who underwent cardiopulmonary bypass surgical treatment for CHD and had severe postoperative hyperbilirubinemia (total bilirubin [TB] ≥85.5 μmol/L) in our center between January 2015 and December 2018 were retrospectively screened. Univariate and multivariate analyses were employed to identify risk factors for the study endpoints, including postoperative acute kidney injury (AKI), in-hospital mortality, and long-term mortality.
Results
After screening, 86 patients were included in our present study. In-hospital mortality was 10.9%. Fifty-one (59.3%) patients experienced AKI, and four (4.7%) patients received continuous renal replacement therapy. Multivariate analysis identified that the peak TB concentration (P = 0.002) and duration of mechanical ventilation (P = 0.008) were independent risk factors for in-hospital mortality, and stage 3 AKI was an independent risk factor for long-term mortality. The optimal cutoff value for peak TB concentration was 125.9 μmol/L. Patients with a postoperative TB level ≥125.9 μmol/L had worse long-term survival.
Conclusion
Hyperbilirubinemia was a common complication after CHD surgery. CHD patients with severe postoperative hyperbilirubinemia ≥125.9 μmol/L and AKI had a higher risk of mortality.
1 Introduction
With the development of surgical techniques, adult patients after congenital heart disease (CHD) surgery have been reported to have a relatively low mortality rate of 4% in recent years [1]. Previous studies have reported that the incidence of hyperbilirubinemia after cardiac surgery ranged from 10 to 57%, which was dependent on the type and severity of cardiac diseases. Hyperbilirubinemia was associated with increased mortality [2,3,4,5,6]. Additionally, recent studies suggested that severe hyperbilirubinemia (5 times the normal upper limit) instead of a mild or moderate hyperbilirubinemia was significantly correlated with in-hospital mortality for patients with cardiac surgery [3,7]. Mild or moderate hyperbilirubinemia might be caused by hemolysis, cardiotomy suction, gaseous microemboli, and blood transfusions during cardiopulmonary bypass (CPB), which are transient and resolvable; however, severe hyperbilirubinemia could induce oxidative stress and cell apoptosis, causing respiratory failure, thrombocytopenia, and even neurological dysfunction and consequently lead to multiple organ failure (MOF) and increased in-hospital mortality for cardiac surgery patients [7]. Nevertheless, in clinical practice, the mortality of patients with severe postoperative hyperbilirubinemia differs significantly. Some of these patients recovered within weeks, while others progressed to MOF and resulted in short-term death. Exploration of the characteristics, outcome, and risk factors for in-hospital and long-term mortality could help clinicians assess the acquaintance of severe postoperative hyperbilirubinemia patients and their prognosis, which was significant for patient consultation and decision making. Until now, there have been few reports on the characteristics and outcomes of CHD patients with severe postoperative hyperbilirubinemia.
Hence, our present retrospective observational study was performed to describe the characteristics and prognosis of adult CHD patients and identify the risk factors for mortality in patients with severe postoperative hyperbilirubinemia.
2 Materials and methods
2.1 Patient inclusion
Our present study was retrospectively designed. We reviewed the medical records and the hospital electronic database of consecutive patients who underwent CHD surgery between January 2015 and December 2018. Patients with severe postoperative hyperbilirubinemia were considered for inclusion. Severe hyperbilirubinemia was defined as a TB concentration greater than 85.5 μmol/L. Patients were excluded if they met any of the following conditions: (1) age <16 years; (2) no CPB surgery; and (3) severe hyperbilirubinemia before surgery.
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Ethics approval and consent to participate: This retrospective study was approved by the ethics committee of Xijing Hospital, the Fourth Military Medical University, China, and performed in accordance with the Declaration of Helsinki. Because of the retrospective design of the study, the need to obtain informed consent from eligible patients was waived by the ethics committee.
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Consent for publication: Not applicable.
2.2 Data collection
The demographic and operation data were collected from the patients’ electronic medical records. Demographic variables included age, sex, blood pressure, pre-existing diseases (hypertension, diabetes mellitus, cerebrovascular disease, liver disease, and renal disease), cardiac diagnosis, and ejection fraction on cardiac color Doppler ultrasound. Surgery-related information included the duration of operation, CPB time, aortic cross-clamp (ACC) time, amount of blood transfusion required during the surgery, operation type, and risk adjustment in congenital heart surgery (RACHS-1) score. We also reviewed routine laboratory data before surgery (the nearest to the time of surgery) and every day after the operation until discharge. Daily urine output was routinely recorded after surgery in our center and was collected as well. The severity of illness was evaluated using the acute physiology and chronic health evaluation (APACHE II) score, the sequential organ failure assessment (SOFA) score, and the model for end-stage liver disease (MELD) score.
2.3 Outcomes and definition
Postoperative outcomes included in-hospital mortality, long-term mortality, the amount of blood transfusion, the use of extracorporeal membrane oxygenation (ECMO), vasoactive agents after surgery, the duration of hospitalization, ICU time, mechanical ventilation time, the occurrence of AKI, and acceptance of continuous renal replacement therapy (CRRT). In our clinical practice, the surviving patients were regularly followed up at 1, 3, and 6 months and then every 6 months after the surgery.
AKI was ascertained and categorized based on creatinine or urine output according to the kidney disease: improving global outcomes (KDIGO) criteria [8]. The serum creatinine (SCr) concentration on admission was defined as the preoperative SCr concentration. The main indications for starting CRRT included progressive AKI, fluid overload, hyperkalemia, and severe metabolic acidosis.
2.4 Calculation
Descriptive variables were reported as the mean value ± standard deviation for continuous variables with normal distribution, median (first quartiles and third quartiles) for continuous variables with no normal distribution, and frequency (percentage) for categorical variables. Student’s t-test was employed to evaluate the difference in continuous variables between groups. Categorical variables were compared by using the chi-square test or Fisher’s exact test. Risk factors identified by univariate analysis and clinically important parameters were included in the multivariate logistic regression analysis or Cox proportional hazard analysis to identify the independent risk factors. Kaplan–Meier survival analysis and the log-rank test were performed to evaluate long-term mortality. The area under the receiver operating characteristic curve (AUC-ROC) was calculated to assess the effect of peak TB concentration on the ability to detect in-hospital mortality. The Youden index was used to assess optimal cutoff values. All statistical tests were 2-sided, and a P-value <0.05 was considered statistically significant. All analyses were performed by using SPSS version 22.0 software (IBM SPSS Software for Predictive Analytics; SPSS, Chicago, IL, USA).
3 Results
3.1 Patient characteristics
Between January 2015 and December 2018, 125 patients (2.0%) developed severe postoperative hyperbilirubinemia. Patients aged <16 years (n = 32), those with severe hyperbilirubinemia before surgery (n = 5), and those who did not undergo CPB surgery (n = 2) were excluded (Figure 1). Finally, 86 patients were included in the analysis.

The inclusion flow chart.
Patient baseline characteristics are presented in Table 1. Of the 86 patients, 49 (57%) were males, and the mean age of the patients was 37.2 ± 14.5 years. The top three most common primary surgical interventions included aortic valve replacement, tricuspid valve repair, and ventricular septal defect repair. Of the included patients, three (3.5%) of them received a reoperation for postoperative active bleeding (Table 2). The median follow-up time was 25.50 (0.1–56.6) months. One patient was lost during the follow-up period. The time of loss to follow-up was the 92nd day after the surgery.
Baseline characteristics of study patients
Variable | Value |
---|---|
Preoperative | |
Age (years) | 37.2 ± 14.5 |
Male, n (%) | 49 (57%) |
Hypertension, n (%) | 3 (3.5%) |
Diabetes, n (%) | 1 (1.2%) |
LVEF (%) | 54.3 ± 9.0 |
Pulmonary arterial hypertension, n (%) | 15 (17.4%) |
APACHE II score | 5.5 ± 3.0 |
MELD score | 9.2 ± 4.4 |
SOFA score | 2.2 ± 1.7 |
MAP (mm/Hg) | 86.2 ± 9.2 |
TB (μmol/L) | 32.6 ± 16.6 |
TB ≥ 34 μmol/L, n (%) | 39 (45.3%) |
AST (U/L) | 22 (17, 30) |
ALT (U/L) | 21 (14, 30) |
WBC (109/L) | 6.7 ± 2.8 |
Hb (g/L) | 146.9 ± 27.1 |
PLT (109/L) | 171.4 ± 66.3 |
SCr (μmol/L) | 97.1 ± 39.0 |
PT (s) | 12.2 ± 2.5 |
Intraoperative | |
Operation duration (h) | 4.5 ± 2.2 |
CPB time (min) | 147.1 ± 76.0 |
ACC time (min) | 68.3 ± 36.2 |
Temperature of CPB (℃) | 30.49 ± 1.70 |
Blood transfusion requirement (U) | 6.4 ± 11.6 |
RACHS-1 score of the primary procedure | |
1 | 2 (2.3%) |
2 | 40 (46.5%) |
3 | 37 (43%) |
4 | 7 (8.1%) |
Primary procedure | |
Fontan revision | 1 (1.2%) |
Aneurysm repair | 8 (9.3%) |
Radical surgery for tetralogy of Fallot | 5 (5.8%) |
Aortic valve replacement | 27 (31.4%) |
Tricuspid valve repair | 23 (26.7%) |
Foramen ovale repair | 3 (3.5%) |
Mitral valve repair | 12 (14.0%) |
Aortic arch repair | 1 (1.1%) |
Ventricular septal defect repair | 22 (25.6%) |
Atrial septal defect repair | 13 (15.1%) |
Pericardiectomy | 2 (2.3%) |
Endocardial cushion defect repair | 2 (2.3%) |
Coronary artery bypass grafting | 12 (14.0%) |
Right ventricular outflow tract reconstruction | 7 (8.1%) |
Postoperative | |
The use of inotropics, n (%) | 53 (61.6%) |
APACHE II score | 17.4 ± 2.6 |
SOFA score | 10.5 ± 2.2 |
MELD score | 17.3 ± 4.5 |
TB (μmol/L) | 83.1 ± 27.0 |
WBC (109/L) | 14.7 ± 5.1 |
Hb (g/L) | 125.9 ± 20.5 |
PLT (109/L) | 130.2 ± 49.5 |
SCr (μmol/L) | 126.9 ± 50.2 |
PT (s) | 13.4 ± 3.1 |
Peak bilirubin level (μmol/L) | 134.9 ± 75.1 |
Time to peak TB level (day) | 2.8 ± 2.1 |
ACC, aortic cross-clamp; ALT, alanine aminotransferase; APACHE II, acute physiology and chronic health evaluation II; AST, aspartate aminotransferase; CPB, cardiopulmonary bypass; Hb, hemoglobin; LVEF, left ventricular ejection fraction; MAP, mean arterial pressure; MELD, model for end-stage liver disease; min, minute; PLT, platelet; PT, prothrombin time; RACHS-1, risk adjustment in congenital heart surgery; SCr, serum creatinine; SOFA, sequential organ failure assessment; TB, total bilirubin; and WBC, white blood cell.
Postoperative outcomes of patients
Variable | Value |
---|---|
In-hospital mortality, n (%) | 9 (10.5%) |
Cause of death | |
MOF, n (%) | 5 (5.8%) |
Heart failure, n (%) | 2 (2.3%) |
Hemorrhagic shock, n (%) | 1 (1.2%) |
Sepsis, n (%) | 1 (1.2%) |
Onset time of severe hyperbilirubinemia (day) | 1.8 ± 0.9 |
Length of hospital stay (day) | 16.2 ± 4.9 |
length of ICU stay (day) | 2.8 ± 1.8 |
Postoperative AKI, n (%) | 51 (59.3%) |
Stage of AKI | |
Stage 1, n (%) | 36 (41.9%) |
Stage 2, n (%) | 7 (8.1%) |
Stage 3, n (%) | 8 (9.3%) |
Use of CRRT, n (%) | 4 (4.7%) |
Use of ECMO, n (%) | 2 (2.3%) |
Reoperation, n (%) | 3 (3.5%) |
Use of vasoactive agent, n (%) | 53 (61.6%) |
Prolonged use of inotropics, n (%) | 5 (5.8%) |
Duration of mechanical ventilation (day) | 1.8 ± 1.9 |
Blood transfusion requirement (U) | 18.4 ± 21.7 |
AKI, acute kidney injury; CRRT, continuous renal replacement therapy; ECMO, extracorporeal membrane oxygenation; MOF, multiple organ failure; ICU, intensive care unit.
3.2 Postoperative AKI
Fifty-one (59.3%) patients developed AKI after CHD surgery. Of these patients, 36 (41.9%), 7 (8.1%), and 8 (9.3%) patients were classified as having stage 1, stage 2, and stage 3 AKI, respectively. During the hospital stay, 4 (4.7%) AKI patients received CRRT (Table 2). There were significant differences between AKI patients and those without AKI in age, sex, ejection fraction, and SCr concentration. A clinically important variable, CPB time which was not identified as a risk factor in univariate analysis, was incorporated into the multivariate logistic regression analysis. The multivariate analysis demonstrated that older age (OR 1.042, 95% CI 1.006–1.079; P = 0.023), male sex (OR 4.700, 95% CI 1.748–12.640; P = 0.001), and CPB time (OR 1.008, 95% CI 1.000–1.016; P = 0.042) were independent risk factors for AKI in CHD patients with severe postoperative hyperbilirubinemia (Table 3).
Logistic regression analysis for postoperative AKI
Characteristic | Univariate logistic regression | Multivariate logistic regression | ||
---|---|---|---|---|
OR (95% CI) | P value | OR (95% CI) | P value | |
Age | 1.037 (1.004–1.071) | <0.001 | 1.042 (1.006–1.079) | 0.023 |
Male | 4.062 (1.631–10.117) | 0.003 | 4.700 (1.748–12.640) | 0.002 |
Preoperative EF (%) | 0.924 (0.869–0.983) | 0.012 | ||
Preoperative SCr | 1.036 (1.006–1.067) | 0.019 | ||
CPB time | 1.007 (0.999–1.015) | 0.078 | 1.008 (1.000–1.016) | 0.042 |
CPB, cardiopulmonary bypass; EF, ejection fraction; and SCr, serum creatinine.
3.3 In-hospital and long-term mortalities
In our present cohort, 9 (10.5%) patients died during their hospital stay between 3 and 16 days after surgery. MOF (n = 5) and heart failure (n = 2) were the main causes of death. Other causes included hemorrhagic shock (n = 1) and sepsis (n = 1). Univariate analysis identified 12 preoperative, intraoperative, and postoperative factors associated with in-hospital mortality. Multivariate logistic regression analysis indicated that the peak TB level after surgery (OR 1.021, 95% CI 1.007–1.034; P = 0.002) and duration of postoperative mechanical ventilation (OR 3.268, 95% CI 1.336–7.822; P = 0.008) were independent predictors of in-hospital mortality (Table 4). ROC analysis (Figure A1) identified that the optimal cutoff value of the peak TB concentration for the prediction of in-hospital mortality was 125.9 μmol/L (sensitivity: 89% and specificity: 75%).
Logistic regression analysis for in-hospital mortality
Variables | Univariate logistic regression | Multivariate logistic regression | ||
---|---|---|---|---|
OR (95% CI) | P value | OR (95% CI) | P value | |
Intraoperative | ||||
Operating time | 1.440 (1.101–1.884) | 0.008 | ||
CPB time | 1.001 (1.002–1.020) | 0.020 | ||
Postoperative | ||||
Reoperation | 10.833 (2.378–49.362) | 0.002 | ||
The total amount of blood transfusion | 1.046 (1.017–1.075) | 0.001 | ||
Mechanical ventilation time | 2.479 (1.453–4.229) | 0.001 | 3.268 (1.336–7.822) | 0.008 |
SOFA score | 2.502 (1.492–4.196) | 0.001 | ||
AKI (yes/no) | 28.350 (3.842–209.203) | 0.001 | ||
Stages of AKI | <0.001 | |||
Stage 1 | 0.971 (0.058–16.163) | 0.984 | ||
Stage 2 | 0.000 | 0.999 | ||
Stage 3 | 238.000 (13.244–4276.914) | <0.001 | ||
Peak TB concentration | 1.021 (1.009–1.034) | <0.001 | 1.021 (1.007–1.034) | 0.002 |
Peak TB ≥ 125.9 μmol/L (yes/no) | 24.421 (2.866 – 208.073) | <0.001 | ||
Time to peak TB concentration | 3.727 (1.644 -8.449) | 0.002 | ||
ICU stay time | 1.453 (1.047 – 2.016) | 0.026 |
AKI, acute kidney injury; CPB, cardiopulmonary bypass; ICU, intensive care unit; SOFA score, sequential organ failure assessment score; and TB, total bilirubin.
The 1-year, 2-year, and 3-year cumulative mortality rates in our cohort were 13.4, 13.4, and 15.5%, respectively (Figure 2a). Kaplan–Meier survival curves indicated that postoperative AKI and a peak TB concentration ≥125.9 μmol/L were associated with long-term mortality (Figure 2b and c). Multivariate analysis suggested that stage 3 AKI (HR 15.011, 95% CI 3.554–63.401; P < 0.001) was independently associated with poor long-term survival (Table 5).

Long-term survival results of (a) all patients, (b) patients without AKI and those with stage 1, 2, or 3 AKI, and (c) patients with postoperative peak TB ≥ 125.9 μmol/L and those with postoperative peak TB < 125.9 μmol/L.
Cox regression analyses of the risk factors of long-term survival
Variables | Univariate analysis | Multivariate analysis | ||
---|---|---|---|---|
HR (95% CI) | P value | HR (95% CI) | P value | |
Preoperative | ||||
PT | 1.216 (1.055–1.400) | 0.007 | ||
Intraoperative | ||||
Operation duration | 1.325 (1.101–1.596) | 0.003 | ||
CPB time | 1.008 (1.004–1.012) | <0.001 | ||
Postoperative | ||||
Reoperative, yes | 13.375 (3.612–49.530) | <0.001 | ||
Duration of mechanical ventilation | 1.035 (1.020–1.051) | <0.001 | ||
ICU stay time | 1.304 (1.011–1.680) | 0.041 | ||
Blood transfusion requirement | 1.009 (1.007–1.011) | <0.001 | ||
Stages of AKI | <0.001 | <0.001 | ||
Stage 1 | 0.239 (0.027–2.142) | 0.201 | 0.312 (0.032–3.006) | 0.314 |
Stage 2 | 0 | 0.985 | 0 | 0.990 |
Stage 3 | 14.398 (4.013–51.665) | <0.001 | 15.011 (3.554–63.401) | <0.001 |
CRRT, yes | 42.201 (8.915–199.271) | <0.001 | ||
SOFA score | 1.44 (1.325–1.566) | <0.001 | ||
Peak bilirubin level | 1.009 (1.005–1.013) | <0.001 | ||
Time to peak TB level | 1.588 (1.330–1.898) | <0.001 |
AKI, acute kidney injury; CPB, cardiopulmonary bypass; CRRT, continuous renal replacement therapy; ICU, intensive care unit; PT, prothrombin time; SOFA score, sequential organ failure assessment score; and TB, total bilirubin.
4 Discussion
Hyperbilirubinemia is a severe complication of CPB surgery and is associated with increased mortality. The mortality in patients with severe postoperative hyperbilirubinemia remained significantly divergent, and limited information was available on the in-hospital and long-term mortalities for CHD patients with severe postoperative hyperbilirubinemia. Our study presented several findings. First, the incidences of AKI and in-hospital mortality were higher than those in previous studies of patients who underwent CHD surgery without severe hyperbilirubinemia. Second, older age, male sex, and prolonged CPB time were independent risk factors for postoperative AKI. Third, peak TB concentration and duration of mechanical ventilation were positively associated with in-hospital mortality. Stage 3 AKI was identified as an independent risk factor for long-term mortality.
4.1 CHD patients with severe hyperbilirubinemia had a worse prognosis
The analysis of our present cohort of CHD patients with severe postoperative hyperbilirubinemia showed an overall incidence of postoperative AKI of 59.3% and an in-hospital mortality rate of 10.5%. The reported AKI incidences in CHD patients who underwent CPB cardiac surgery in previous studies ranged from 11 to 51% [9,10,11,12,13], and the in-hospital mortalities ranged from 1.1 to 4% [10,14]. The discrepancies were most likely attributed to the differences in disease severity of the included patients between the studies. The development of severe hyperbilirubinemia after CHD surgery might be related to the severity of the CHD and the severity of injury during CHD operation. In an animal model, hyperbilirubinemia was confirmed to have proapoptotic effects and aggravate renal ischemia-reperfusion injury [15], which increased the incidence of AKI. Additionally, a high concentration of bilirubin could lead to an inflammatory response and cell apoptosis of the brain [16], which might be one of the potential mechanisms of the poor prognosis of our present cohort with severe hyperbilirubinemia.
4.2 Risk factors for postoperative AKI
In our present study, older age was identified as an independent risk factor for postoperative AKI, and the association between older age and AKI was well recognized [17]. In a review, Wang et al. indicated that aging was commonly accompanied by diminished kidney function due to adverse structural and functional changes in the kidney [17,18]. Meanwhile, aging was related to diminished functional capacity of the liver and added the burden of patients with severe hyperbilirubinemia.
The influence of sex on AKI is still controversial. In a study by Thakar et al. [19], females were proven to have a higher risk of AKI after cardiac surgery. However, consistent with research of Kheterpal et al. [20], male sex was identified as an independent risk factor for AKI in our present study. In animal models, Wei et al. found that males were more susceptible to ischemia-reperfusion injury, whereas females were more sensitive to nephrotoxic injury [21,22]. Additionally, Müller et al. [23] further suggested that estrogen played an important role in protecting females from ischemic AKI by limiting endothelin activation, which is a potential explanation for the increased risk of AKI in male CHD patients with severe postoperative hyperbilirubinemia observed in our present study. Significantly, patient cohort in our study was highly selected and other unlisted risk factors were unevenly distributed between male and female. Therefore, the conclusion needed further study.
Additionally, our results indicated that a prolonged CPB time was associated with an increased risk of AKI. Several previous reports suggested that CPB could increase the risk of postoperative AKI. Significant hemolysis was commonly observed during CPB, and the occurrence of hemolysis was proven to be associated with the development of postoperative AKI [24]. Furthermore, a longer circuit time can lead to reduced perfusion of the kidney and the production of more inflammatory factors, which might be associated with increased AKI risk. Therefore, the improvement in operation strategies and the reduction in CPB duration could most likely be a potential effective method to reduce the risk of AKI.
4.3 Risk factors for in-hospital and long-term mortalities
The results of the logistic regression showed that the peak TB concentration was identified as an important predictor of in-hospital mortality. Additionally, we found that the optimal cutoff value for peak TB concentration was 125.9 μmol/L. This is further supported by the ROC analysis results, showing a correlation between increased long-term mortality and peak bilirubin concentrations greater than 125.9 μmol/L. Mastoraki et al. [25] found that postcardiac surgery patients with an early mild increase in bilirubin concentration could recover spontaneously in most instances when cardiac output was sufficient and oxygen delivery was adequate, which indicated that early mild postoperative hyperbilirubinemia might be associated with the transient damage caused by CPB, hypotension, and hypoxia during surgery [26]. However, late severe postoperative hyperbilirubinemia might be a consequence of hepatic dysfunction, which is commonly related to persistent cardiac failure or sepsis [27]. In the present study, MOF and cardiac failure were also observed among hospitalized deaths. These might be one of the potential mechanisms by which peak TB concentration was associated with increased mortality. Furthermore, prolonged mechanical ventilation was identified as another factor associated with in-hospital mortality. A prolonged duration of mechanical ventilation was correlated with perioperative and early postoperative hypoxia, which in turn was an important factor in the development of severe postoperative hyperbilirubinemia. In this instance, more attention should be paid to the stability of hemodynamics to prevent further deterioration of liver function. Additionally, high serum bilirubin levels lead to an inflammatory response and cell apoptosis in the brain, lung, and other organs [16], which also increases patient mortality. The molecular adsorbent recirculation system and fractionated plasma separation and adsorption have proven to be effective at reducing bilirubin concentrations [28,29,30,31] and improving patient outcomes in acute and chronic liver failure. For patients with severe hyperbilirubinemia after CHD surgery, the effectiveness and survival benefits of these methods as well as the ideal timing for intervention need further evaluation.
AKI has been incorporated into a risk tool to predict early mortality for patients who underwent CHD surgery [11]. In our present study, stage 3 AKI (the most severe stage) was identified by multivariate Cox regression analysis as a risk factor for long-term mortality. Both AKI and hyperbilirubinemia occurred in most patients with heart failure. Heart failure results in systemic hypoperfusion, which leads to insufficient oxygen delivery and energy deficits in all organs and could simultaneously cause kidney and liver damage. Additionally, several studies suggested that hyperbilirubinemia could induce cell apoptosis in the kidney, especially in patients with renal ischemia-reperfusion injury, which increased the incidence of AKI [15]. Moreover, the occurrence of AKI would increase the risk of volume overload, acid–base disorder, and electrolyte disorder and consequently increase patient in-hospital mortality. Therefore, methods for early diagnosis and commencement of appropriate interventions for AKI would most likely improve the prognosis of CHD patients with severe postoperative hyperbilirubinemia.
4.4 Limitations
Our present study had several limitations. First, we used the SCr concentration on admission to evaluate preoperative renal function, but some patients might have already developed AKI at the time of admission. Accordingly, the number of patients with AKI might be underestimated. Second, although renal function after discharge is important for the evaluation of renal outcome, it was not effectively analyzed due to incomplete data. Third, the relatively small sample size and the low mortality rate (10.9%) in our cohort significantly limited our ability to analyze multiple risk factors. Therefore, further prospective multicenter studies are needed to assess the predictive value of severe postoperative hyperbilirubinemia for in-hospital and long-term prognoses, with the aim of establishing the most effective proactive measures to prevent and attenuate the results of hyperbilirubinemia.
5 Conclusion
In postoperative CHD patients with severe hyperbilirubinemia, the development of steep hyperbilirubinemia and severe AKI (stage 3) were independently associated with higher mortality. Closer monitoring and more proactive interventions should be implemented for these patients.
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Funding information: This work was supported by the National Natural Science Foundation of China (82070699) and Discipline Promotion Project of Xijing Hospital (XJZT18ML16). The funding bodies had no influence on design of the study, collection, analysis, and interpretation of data or writing the manuscript.
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Author contributions: X.L.C., M.B., and S.R.S. analyzed and interpreted the data. X.M.C. and S.R.S. performed the statistical analyses. M.B. revised it critically for important intellectual content and gave final approval of the version to be published. All authors contributed to the study design and interpretation of the study results. All authors read and approved the final manuscript.
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Conflict of interest: The authors declare that they have no conflict of interests.
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Data availability statement: The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
Appendix

Receiver operator curve (ROC) of peak TB concentration predicting in-hospital mortality (area under the curve: 0.86, 95% CI: 0.714–1.000).
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© 2021 Xiaolan Chen et al., published by De Gruyter
This work is licensed under the Creative Commons Attribution 4.0 International License.
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Artikel in diesem Heft
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- Effluent Osteopontin levels reflect the peritoneal solute transport rate
- circ_0038467 promotes PM2.5-induced bronchial epithelial cell dysfunction
- Significance of miR-141 and miR-340 in cervical squamous cell carcinoma
- Association between hair cortisol concentration and metabolic syndrome
- Microvessel density as a prognostic indicator of prostate cancer: A systematic review and meta-analysis
- Characteristics of BCR–ABL gene variants in patients of chronic myeloid leukemia
- Knee alterations in rheumatoid arthritis: Comparison of US and MRI
- Long non-coding RNA TUG1 aggravates cerebral ischemia and reperfusion injury by sponging miR-493-3p/miR-410-3p
- lncRNA MALAT1 regulated ATAD2 to facilitate retinoblastoma progression via miR-655-3p
- Development and validation of a nomogram for predicting severity in patients with hemorrhagic fever with renal syndrome: A retrospective study
- Analysis of COVID-19 outbreak origin in China in 2019 using differentiation method for unusual epidemiological events
- Laparoscopic versus open major liver resection for hepatocellular carcinoma: A case-matched analysis of short- and long-term outcomes
- Travelers’ vaccines and their adverse events in Nara, Japan
- Association between Tfh and PGA in children with Henoch–Schönlein purpura
- Can exchange transfusion be replaced by double-LED phototherapy?
- circ_0005962 functions as an oncogene to aggravate NSCLC progression
- Circular RNA VANGL1 knockdown suppressed viability, promoted apoptosis, and increased doxorubicin sensitivity through targeting miR-145-5p to regulate SOX4 in bladder cancer cells
- Serum intact fibroblast growth factor 23 in healthy paediatric population
- Algorithm of rational approach to reconstruction in Fournier’s disease
- A meta-analysis of exosome in the treatment of spinal cord injury
- Src-1 and SP2 promote the proliferation and epithelial–mesenchymal transition of nasopharyngeal carcinoma
- Dexmedetomidine may decrease the bupivacaine toxicity to heart
- Hypoxia stimulates the migration and invasion of osteosarcoma via up-regulating the NUSAP1 expression
- Long noncoding RNA XIST knockdown relieves the injury of microglia cells after spinal cord injury by sponging miR-219-5p
- External fixation via the anterior inferior iliac spine for proximal femoral fractures in young patients
- miR-128-3p reduced acute lung injury induced by sepsis via targeting PEL12
- HAGLR promotes neuron differentiation through the miR-130a-3p-MeCP2 axis
- Phosphoglycerate mutase 2 is elevated in serum of patients with heart failure and correlates with the disease severity and patient’s prognosis
- Cell population data in identifying active tuberculosis and community-acquired pneumonia
- Prognostic value of microRNA-4521 in non-small cell lung cancer and its regulatory effect on tumor progression
- Mean platelet volume and red blood cell distribution width is associated with prognosis in premature neonates with sepsis
- 3D-printed porous scaffold promotes osteogenic differentiation of hADMSCs
- Association of gene polymorphisms with women urinary incontinence
- Influence of COVID-19 pandemic on stress levels of urologic patients
- miR-496 inhibits proliferation via LYN and AKT pathway in gastric cancer
- miR-519d downregulates LEP expression to inhibit preeclampsia development
- Comparison of single- and triple-port VATS for lung cancer: A meta-analysis
- Fluorescent light energy modulates healing in skin grafted mouse model
- Silencing CDK6-AS1 inhibits LPS-induced inflammatory damage in HK-2 cells
- Predictive effect of DCE-MRI and DWI in brain metastases from NSCLC
- Severe postoperative hyperbilirubinemia in congenital heart disease
- Baicalin improves podocyte injury in rats with diabetic nephropathy by inhibiting PI3K/Akt/mTOR signaling pathway
- Clinical factors predicting ureteral stent failure in patients with external ureteral compression
- Novel H2S donor proglumide-ADT-OH protects HUVECs from ox-LDL-induced injury through NF-κB and JAK/SATA pathway
- Triple-Endobutton and clavicular hook: A propensity score matching analysis
- Long noncoding RNA MIAT inhibits the progression of diabetic nephropathy and the activation of NF-κB pathway in high glucose-treated renal tubular epithelial cells by the miR-182-5p/GPRC5A axis
- Serum exosomal miR-122-5p, GAS, and PGR in the non-invasive diagnosis of CAG
- miR-513b-5p inhibits the proliferation and promotes apoptosis of retinoblastoma cells by targeting TRIB1
- Fer exacerbates renal fibrosis and can be targeted by miR-29c-3p
- The diagnostic and prognostic value of miR-92a in gastric cancer: A systematic review and meta-analysis
- Prognostic value of α2δ1 in hypopharyngeal carcinoma: A retrospective study
- No significant benefit of moderate-dose vitamin C on severe COVID-19 cases
- circ_0000467 promotes the proliferation, metastasis, and angiogenesis in colorectal cancer cells through regulating KLF12 expression by sponging miR-4766-5p
- Downregulation of RAB7 and Caveolin-1 increases MMP-2 activity in renal tubular epithelial cells under hypoxic conditions
- Educational program for orthopedic surgeons’ influences for osteoporosis
- Expression and function analysis of CRABP2 and FABP5, and their ratio in esophageal squamous cell carcinoma
- GJA1 promotes hepatocellular carcinoma progression by mediating TGF-β-induced activation and the epithelial–mesenchymal transition of hepatic stellate cells
- lncRNA-ZFAS1 promotes the progression of endometrial carcinoma by targeting miR-34b to regulate VEGFA expression
- Anticoagulation is the answer in treating noncritical COVID-19 patients
- Effect of late-onset hemorrhagic cystitis on PFS after haplo-PBSCT
- Comparison of Dako HercepTest and Ventana PATHWAY anti-HER2 (4B5) tests and their correlation with silver in situ hybridization in lung adenocarcinoma
- VSTM1 regulates monocyte/macrophage function via the NF-κB signaling pathway
- Comparison of vaginal birth outcomes in midwifery-led versus physician-led setting: A propensity score-matched analysis
- Treatment of osteoporosis with teriparatide: The Slovenian experience
- New targets of morphine postconditioning protection of the myocardium in ischemia/reperfusion injury: Involvement of HSP90/Akt and C5a/NF-κB
- Superenhancer–transcription factor regulatory network in malignant tumors
- β-Cell function is associated with osteosarcopenia in middle-aged and older nonobese patients with type 2 diabetes: A cross-sectional study
- Clinical features of atypical tuberculosis mimicking bacterial pneumonia
- Proteoglycan-depleted regions of annular injury promote nerve ingrowth in a rabbit disc degeneration model
- Effect of electromagnetic field on abortion: A systematic review and meta-analysis
- miR-150-5p affects AS plaque with ASMC proliferation and migration by STAT1
- MALAT1 promotes malignant pleural mesothelioma by sponging miR-141-3p
- Effects of remifentanil and propofol on distant organ lung injury in an ischemia–reperfusion model
- miR-654-5p promotes gastric cancer progression via the GPRIN1/NF-κB pathway
- Identification of LIG1 and LIG3 as prognostic biomarkers in breast cancer
- MitoQ inhibits hepatic stellate cell activation and liver fibrosis by enhancing PINK1/parkin-mediated mitophagy
- Dissecting role of founder mutation p.V727M in GNE in Indian HIBM cohort
- circATP2A2 promotes osteosarcoma progression by upregulating MYH9
- Prognostic role of oxytocin receptor in colon adenocarcinoma
- Review Articles
- The function of non-coding RNAs in idiopathic pulmonary fibrosis
- Efficacy and safety of therapeutic plasma exchange in stiff person syndrome
- Role of cesarean section in the development of neonatal gut microbiota: A systematic review
- Small cell lung cancer transformation during antitumor therapies: A systematic review
- Research progress of gut microbiota and frailty syndrome
- Recommendations for outpatient activity in COVID-19 pandemic
- Rapid Communication
- Disparity in clinical characteristics between 2019 novel coronavirus pneumonia and leptospirosis
- Use of microspheres in embolization for unruptured renal angiomyolipomas
- COVID-19 cases with delayed absorption of lung lesion
- A triple combination of treatments on moderate COVID-19
- Social networks and eating disorders during the Covid-19 pandemic
- Letter
- COVID-19, WHO guidelines, pedagogy, and respite
- Inflammatory factors in alveolar lavage fluid from severe COVID-19 pneumonia: PCT and IL-6 in epithelial lining fluid
- COVID-19: Lessons from Norway tragedy must be considered in vaccine rollout planning in least developed/developing countries
- What is the role of plasma cell in the lamina propria of terminal ileum in Good’s syndrome patient?
- Case Report
- Rivaroxaban triggered multifocal intratumoral hemorrhage of the cabozantinib-treated diffuse brain metastases: A case report and review of literature
- CTU findings of duplex kidney in kidney: A rare duplicated renal malformation
- Synchronous primary malignancy of colon cancer and mantle cell lymphoma: A case report
- Sonazoid-enhanced ultrasonography and pathologic characters of CD68 positive cell in primary hepatic perivascular epithelioid cell tumors: A case report and literature review
- Persistent SARS-CoV-2-positive over 4 months in a COVID-19 patient with CHB
- Pulmonary parenchymal involvement caused by Tropheryma whipplei
- Mediastinal mixed germ cell tumor: A case report and literature review
- Ovarian female adnexal tumor of probable Wolffian origin – Case report
- Rare paratesticular aggressive angiomyxoma mimicking an epididymal tumor in an 82-year-old man: Case report
- Perimenopausal giant hydatidiform mole complicated with preeclampsia and hyperthyroidism: A case report and literature review
- Primary orbital ganglioneuroblastoma: A case report
- Primary aortic intimal sarcoma masquerading as intramural hematoma
- Sustained false-positive results for hepatitis A virus immunoglobulin M: A case report and literature review
- Peritoneal loose body presenting as a hepatic mass: A case report and review of the literature
- Chondroblastoma of mandibular condyle: Case report and literature review
- Trauma-induced complete pacemaker lead fracture 8 months prior to hospitalization: A case report
- Primary intradural extramedullary extraosseous Ewing’s sarcoma/peripheral primitive neuroectodermal tumor (PIEES/PNET) of the thoracolumbar spine: A case report and literature review
- Computer-assisted preoperative planning of reduction of and osteosynthesis of scapular fracture: A case report
- High quality of 58-month life in lung cancer patient with brain metastases sequentially treated with gefitinib and osimertinib
- Rapid response of locally advanced oral squamous cell carcinoma to apatinib: A case report
- Retrieval of intrarenal coiled and ruptured guidewire by retrograde intrarenal surgery: A case report and literature review
- Usage of intermingled skin allografts and autografts in a senior patient with major burn injury
- Retraction
- Retraction on “Dihydromyricetin attenuates inflammation through TLR4/NF-kappa B pathway”
- Special Issue Computational Intelligence Methodologies Meets Recurrent Cancers - Part I
- An artificial immune system with bootstrap sampling for the diagnosis of recurrent endometrial cancers
- Breast cancer recurrence prediction with ensemble methods and cost-sensitive learning