Abstract
Objectives
To investigate the prognosis including major adverse kidney events within 30 days (MAKE30) and 90-day and 1-year adverse outcome in hospitalized patients with post-contrast acute kidney injury (PC-AKI) to identify high-risk factors.
Methods
This retrospective observational study included 288 PC-AKI patients selected from 277,898 patients admitted to hospitals from January 2015 to December 2015. PC-AKI was defined according to the 2018 guideline of European Society of Urogenital Radiology. Multivariable Cox regression and logistic regression analyses were used to analyze main outcome and risk factors.
Results
PC-AKI patients with AKI stage ≥ 2 had much higher incidence of MAKE30 than those with AKI stage 1 (RR = 7.027, 95% CI 4.918–10.039). Persistent renal dysfunction, heart failure, central nervous system failure, baseline eGFR < 60 mL/min/1.73 m2, oliguria or anuria, blood urea nitrogen ≥ 7.14 mmol/L, respiratory failure, and shock were independent risk factors of 90-day or 1-year adverse prognosis (p < 0.05). Compared with transient renal dysfunction, PC-AKI patients with persistent renal dysfunction had a higher all-cause mortality rate (RR = 3.768, 95% CI 1.612–8.810; RR = 4.106, 95% CI 1.765–9.551) as well as combined endpoints of death, chronic kidney disease, or end-stage renal disease (OR = 3.685, 95% CI 1.628–8.340; OR = 5.209, 95% CI 1.730–15.681) within 90 days or 1 year.
Conclusions
PC-AKI is not always a transient, benign creatininopathy, but can result in adverse outcome. AKI stage is independently correlated to MAKE30 and persistent renal dysfunction may exaggerate the risk of long-term adverse events.
Key Points
• PC-AKI can result in adverse outcome such as persistent renal dysfunction, dialysis, chronic kidney disease (CKD), end-stage renal disease (ESRD), or death.
• AKI stage is independently correlated to MAKE30.
• Persistent renal dysfunction may exaggerate the risk of long-term adverse events.
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Introduction
Iodine-based contrast media (ICM) are nephrotoxic and may account for a significant number of cases of hospital-acquired acute kidney injury (AKI) [1] or be responsible for the worsening of chronic kidney disease (CKD) [2]. The Contrast Media Safety Committee (CMSC) of the European Society of Urogenital Radiology (ESUR) [3] recommends that the term post-contrast acute kidney injury (PC-AKI) proposed by the American College of Radiology (ACR) [4] should replace the former term of contrast-induced acute kidney injury (CI-AKI), which is a correlative diagnosis instead of a causative diagnosis.
The CMSC, like the European Renal Best Practice (ERBP) working group, recommends that the definition of PC-AKI or CI-AKI should use the Kidney Disease: Improving Global Outcomes (KDIGO) definition of AKI [3, 5]. Recent progress in definitions has revived interest in the incidence and prognostic implications of PC-AKI. Its potential adverse effect on prognosis and addition to health care costs offer challenges in decision-making [6, 7]. We used to believe that most of the patients actually diagnosed as PC-AKI only presented with transient elevations in serum creatinine (SCr) level, which resolved spontaneously several days later. In fact, a significant part of the hospitalized population has developed into persistent renal dysfunction, resulting in adverse outcome, even end-stage renal disease (ESRD), or mortality [8,9,10,11,12,13,14]. The temporal evolution of renal function in patients with PC-AKI and the difference of adverse outcome between persistent renal dysfunction (RD) and transient renal injury need to be further studied.
Attention to the incidence and risk factors of major adverse kidney events (MAKE) recently increased [15, 16] in AKI patients while shifting the focus from short-term, surrogate measures [17] to long-term, more patient-centered endpoints [18, 19].
This retrospective study investigated the outcome of hospitalized patients with PC-AKI at 30 days (MAKE30, 30 days mortality, receipt of new renal replacement therapy (RRT) or persistent renal dysfunction), 90 days (CKD, mortality), and 1 year (ESRD, mortality). The aim was to identify high-risk factors.
Method
Study design and patient population
Our multi-center population-based cohort study that was conducted in three affiliated hospitals of Central South University in China between January 1 and December 31, 2015, included 277,898 adult hospitalized patients (more than 18 years old). We selected patients from the cohort who had at least two SCr tests within any 7-day window during their first 30 days of hospitalization and diagnosed as the PC-AKI, meeting the PC-AKI diagnostic criteria of 2018 guidelines of the ESUR [3]. Patients with ESRD or requiring RRT, with hospital stay < 48 h or incomplete medical records, with follow-up < 1 year or loss were excluded. Patients who met one of the following criteria were excluded: use of nephrotoxic drugs (like gentamicin, acyclovir, or cisplatin); suffering from malignant tumors; hepatorenal syndrome; suffering from autoimmune disease; pregnancy. For patients with multiple hospitalizations, we included only the first hospitalization in the analysis set. All participants were followed up for 1 year from admission. This retrospective observational study was approved by the Medical Ethics Committee of the Second Xiangya Hospital of Central South University (approval number 2013-S061) and the need for informed consent was waived, considering the retrospective study design (Fig. 1).
Definition of start point and endpoint
PC-AKI is defined as an increase in SCr ≥ 0.3 mg/dL (≥ 26.4 μmol/L) or ≥ 1.5 times baseline within 48–72 h of intravascular administration of a contrast medium according to the 2018 guidelines of ESUR [3]. Time of the baseline SCr value measurement was within 72 h before contrast medium administration. Persistent RD was defined as final serum creatinine value before hospital discharge ≥ 200% of the baseline SCr value in a patient not known to have previously received RRT; MAKE30 was defined as in-hospital mortality, receipt of new RRT, or persistent RD [20, 21]; CKD was defined as abnormalities of kidney function or structure, or a sustained outpatient estimated glomerular filtration rate (eGFR) value of less than 60 mL/min/1.73 m2 for more than 3 months according to the modified glomerular filtration rate estimating (MDRD) equation [22, 23]. ESRD was defined as eGFR < 15 mL/min/1.73m2 or receipt of any form of RRT [24]. The primary endpoint of the observation was 30-day, 90-day, and 1-year all-cause mortality. The terminal point of the observation was the proportion of patients who met one or more criteria for MAKE30, incidence of CKD within 90 days, and incidence of ESRD within 1 year.
Definition of data sources
We obtained patient-level data from the electronic hospitalization databases and laboratory databases from the participating hospitals. The hospitalization records consisted of patients’ age; sex; X-ray procedures, including computed tomography (CT), computed tomography angiography (CTA), and percutaneous coronary interventions (PCI); type of contrast media including iodixanol, iohexol, iopromide, iopamidol, and ioversol (more than one type of contrast media); volumes of injected contrast media; and oliguria or anuria. Medical history includes hypertension; diabetes; CKD or cardiopulmonary bypass surgery; and complications of AKI including hyperkalemia, metabolic acidosis, heart failure, respiratory failure, shock, central nervous system failure, and gastrointestinal bleeding [25]. The laboratory data included red cell volume distribution width (RDW) [26], hemoglobin (Hb), platelet (PLT), serum albumin (Alb), blood urea nitrogen (BUN), total cholesterol (TC), baseline eGFR (we estimated GFR according to the MDRD equation [23] and expressed relative GFR in mL/min/1.73 m2 recommended by ESUR [27]), total bilirubin (TBIL) [28], proteinuria, and AKI stage [29]. Drugs used within 48 h prior to or after exposure to contrast media included diuretics and nephroprotective drugs (N-acetylcysteine or sodium bicarbonate).
Statistical analysis
The collected data were used to establish a qualified database and statistically analyzed by using SPSS 18.0. The data of normal distribution were presented with mean ± standard deviation (mean ± SD). The continuous variables were expressed by mean and standard deviations and compared by t tests. The enumeration data were expressed by rate and compared by chi-square test. Kaplan-Meier, multivariable Cox regression, and logistic regression (forward stepwise selection) analyses were used to analyze main outcomes and risk factors after adjusted candidate variables by log-rank test. The criterion for selecting the adjusted candidate variables is αenter = 0.05, CI = 95%. The criterion for excluding the adjusted candidate variables is αremove = 0.10, CI = 95%. p value less than 0.05 was considered to be statistically significant.
Results
Clinical characteristics
Table 1 presents the baseline characteristics of PC-AKI patients. The overall incidence of PC-AKI in hospitalized patients was 0.83% (288/34709) including 180 males and 108 females. X-ray procedures the PC-AKI patients underwent were available, including CT (52.4%), CTA (33.0%), and PCI (14.6%). The types of contrast media included the following: iohexol (92, 31.9%), iopromide (67, 23.3%), iopamidol (60, 31.9%), or ioversol (43, 14.9%), and iodixanol (12, 4.2%), and others (more than one type; 14, 4.9%). In addition, the injected contrast volume was less than 50 mL in 21 patients (7.3%) and at least 100 mL in 111 patients (38.5%). For the remaining 156 patients (54.2%), the volume of injected contrast media ranged from 50 to 100 mL. When stratifying complications of PC-AKI, we found that the top one was heart failure. The proportion of basic eGFR in PC-AKI patients was 88.9% (≥ 60 mL/min/1.73m2), 8.0% (45–60 mL/min/1.73m2), 2.8% (30–45 mL/min/1.73m2), and 0.3% (15–30 mL/min/1.73m2), respectively. All 145 (50.3%) patients did not stop diuretics and only 30 (10.4%) patients used nephroprotective drugs. Table S1 presents the baseline characteristics of persistent RD and transient RD patients.
PC-AKI and MAKE30
Of the 288 PC-AKI patients, 153 PC-AKI patients (53.1%) had experienced transient RD and had returned to baseline (or near baseline); 135 of these (46.9%) presented persistent RD. The 30-day all-cause mortality rate was 9.7% (28/288) and the incidence of new receipt of RRT within 30 days was 8.3% (24/288) (Table 2). The results showed 14 variables including volumes of injected contrast media, oliguria or no urine, hyperkalemia, acidosis, heart failure, respiratory failure, hypotension shock, hypertension or cardiopulmonary bypass surgery, hypoalbuminemia, BUN ≥ 7.14 mmol/L, proteinuria, AKI stage, and diuretic injection were associated with higher incidence of MAKE30 (log rank method, p < 0.05) (Fig. 2; Table S2). The incidence of MAKE30 of patients who received contrast media volumes more than 100 mL (≥ 100 mL) was significantly higher than that of those who received contrast volumes below 100 mL (log rank method, p < 0.05). However, the type of contrast media injected, as well as use of nephroprotective drugs, was not associated significantly with the overall incidence of MAKE30 (Figs. S1-S2; Table S2). Multivariable Cox regression analysis showed KDIGO AKI stage was independently associated with MAKE30 after adjusted for the fourteen variables above (p < 0.001). Worsening AKI stage was correlated with increased risk of MAKE30, and the risk ratio (RR) for AKI stage 2 or 3 (versus AKI stage 1) was 7.027 (95% CI, 4.918–10.039).
PC-AKI and 90-day clinical outcome
The incidence of new CKD within 90 days after PC-AKI was 6.9% (20/288) and the 90-day all-cause mortality rate was 13.5% (39/288) (Table 2). Contrast injection (intravenous and intra-arterial), oliguria or anuria, hyperkalemia, acidosis, heart failure, respiratory failure, hypotension shock, central nervous system failure, BUN ≥ 7.14 mmol/L, AKI stages, baseline eGFR < 60 mL/min/1.73 m2, and diuretic injection, as well as persistent renal dysfunction and dialysis within 30 days, were associated with 90-day all-cause mortality (log rank method, p < 0.05) (Figs. 3 and 5; Table S3). The 90-day all-cause mortality of PC-AKI patients who underwent intra-arterial procedure (PCI) was much higher than that of those who underwent intravenous CT procedures (enhanced CT and CTA) (log rank method, p < 0.05). Patients with severe AKI (AKI stage ≥ 2) had higher 90-day all-cause mortality rate (log rank method, p < 0.001). However, types or volume of contrast media, as well as use of nephroprotective drugs, was not significantly associated with 90-day all-cause mortality (Figs. S1-S2; Table S3). Multivariable Cox regression and logistic regression analyses showed persistent RD in 30 days, heart failure, central nervous system failure, and baseline eGFR < 60 mL/min/1.73 m2 were independent risk factors for 90-day all-cause mortality or combined clinical endpoints (CKD and 90-day all-cause mortality) (p < 0.05). Cox proportional hazard regression analysis showed that PC-AKI patients with persistent RD had a higher all-cause mortality rate of 90 days than those with transient RD (RR = 3.768; 95% CI, 1.612–8.810; p = 0.002) (Table 3). According to the multivariable logistic regression analysis, the risk of death was higher in PC-AKI patients with persistent RD than that in patients with transient RD (odds ratio, OR = 3.685; 95% CI, 1.628–8.340; p = 0.002). In addition, BUN ≥ 7.14 mmol/L and oliguria or anuria were also identified as independent predictors for combined clinical endpoints (p < 0.05) (Table 3).
PC-AKI and 1-year clinical outcome
The incidence of ESRD within 1 year was 1.0% (3/288); the 1-year all-cause mortality rate was 13.5% (39/288) (Table 2). In Kaplan-Meier analysis, fourteen variables were associated with 1-year all-cause mortality, which were consistent with the risk factors for 90-day all-cause mortality (Figs. 4 and 5; Table S4). The 1-year all-cause mortality rate of PC-AKI patients who underwent intra-arterial procedure (PCI) was much higher than that of those who underwent intravenous CT procedures (log rank method, p < 0.05). The 1-year all-cause mortality rate got higher with the increase of AKI stage (AKI stage ≥ 2) (log rank method, p < 0.001), but not associated significantly with types or volume of contrast media (Fig. S1; Table S4). Besides, nephroprotective drugs injected prior to, after, or both prior to and after exposure to contrast media did not improve long-term prognosis of PC-AKI patients (Fig. S2; Table S5). We adopted multivariable Cox regression and logistic regression analyses to calculate the adjusted RR or OR value and 95% CIs for the 1-year clinical outcome. In the multivariable Cox regression analysis of 288 PC-AKI patients who were followed up for 1 year, persistent RD was proved to be an independent predictor of 1-year outcome. As shown in Table 4, the risk of 1-year all-cause mortality in persistent RD patients increased by 4.106-fold and the risk of combined clinical endpoints (ESRD and 1-year all-cause mortality) increased by 5.209-fold compared with that in transient RD patients (RR = 4.106, 95% CI 1.765–9.551, p = 0.001; OR = 5.209, 95% CI 1.730–15.681, p = 0.003). Additional covariates, identified as independent predictors of 1-year all-cause mortality or combined clinical endpoints in multivariable Cox regression and logistic regression analyses, were heart failure, central nervous system failure, baseline eGFR < 60 mL/min/1.73 m2, and respiratory failure (p < 0.05). In addition, hypotension shock was independently associated with combined clinical endpoints (ESRD and 1-year all-cause mortality) (OR = 3.367, 95% CI 1.084–10.454, p = 0.036) (Table 4).
Discussion
The results of our observational study suggest that the incidence of PC-AKI in a hospitalized population was about 0.83% (288/34709). PC-AKI can result in adverse outcome such as persistent RD, dialysis, CKD, ESRD, or mortality. PC-AKI patients with severe AKI (stage ≥ 2) had a more frequent incidence of MAKE30. PC-AKI patients with persistent RD, heart failure, central nervous system failure, baseline eGFR < 60 mL/min/1.73 m2, oliguria or anuria, blood urea nitrogen ≥ 7.14 mmol/L, respiratory failure, and hypotension shock were prone to long-term adverse prognosis.
PC-AKI is a severe complication of intravascular applied radiological contrast media. Previous research showed CI-AKI accounts for 11% of the causes of AKI [30]. Jin et al [31] reported that 45.9% of CI-AKI patients who received PCI developed persistent renal dysfunction within 30 days (defined as an increase by 25% or 0.5 mg/dL or 44.2 μmol/L in SCr level relative to the baseline). Maioli et al [32] showed that in a follow-up study of 180 patients with CI-AKI, 31 patients (18.6%) presented persistent renal dysfunction (defined as a relative 25% decrease of creatinine clearance over baseline for 3 months). James et al reported that 2.4% (18/742) of mild PC-AKI and 5.8% (8/137) of moderate or severe PC-AKI initiated chronic RRT within 2 years after the diagnosis [33]. Another study showed that 1.6% of patients with PC-AKI stage 1 and 11.5% of patients with PC-AKI stage 2/3 developed ESRD after a median follow-up of 19.7 months [34]. Our study indicated that the incidence of PC-AKI in hospitalized population was 0.83% and that about 46.9% of the patients developed persistent RD and 8.3% needed new RRT within 30 days thereafter. New-onset CKD occurred in 20 (6.9%) of 288 patients with PC-AKI after 3 months and 1.0% patients finally depended on dialysis permanently within 1 year. In addition, our results also showed that, in three affiliated hospitals of Central South University in China, the all-cause mortality of PC-AKI patients within 30 days, 90 days, and 1 year was 9.7% (28/288), 12.8% (37/288), and 13.5% (39/288), respectively. Charanjit et al [13] found that the mortality rates of patients experiencing PC-AKI after PCI at 6 months, 1 year, and 5 years were 9.8%, 12.1%, and 44.6%, respectively. James et al [33] pointed out that mortality rate was 16.0% in PC-AKI patients in 3 years. The discrepancy in incidence of adverse outcome and mortality of patients with CI-AKI between each study may be related to the inclusive and exclusive criteria of patients, and endpoint time of observations. In summary, the above results indicate that PC-AKI is not always a transient, benign creatininopathy, but rather a direct cause of worsening renal function, resulting in adverse outcome such as persistent renal dysfunction, even dialysis, and mortality.
MAKE is increasingly being recommended [16] and used [19] as the endpoint of choice for AKI clinical trials [15, 18, 35,36,37,38]. Two kidney-specific events (receipt of new RRT and persistent RD) may be more closely related to long-term morbidity and quality of life than transient elevations in creatinine [39, 40]. Our study indicated that the association between PC-AKI and MAKE may involve several mechanisms. First, complications or clinical features, oliguria or anuria, hyperkalemia, acidosis, heart failure, respiratory failure, hypotension shock, central nervous system failure, BUN ≥ 7.14 mmol/L, hypoalbuminemia, or proteinuria can increase the risk of MAKE30. Second, underlying disease like hypertension or cardiopulmonary bypass surgery also affected the short-term adverse prognosis. However, there was no significant difference in the incidence of MAKE30 regardless of the patient’s previous history of diabetes or CKD. Third, in short-term, renal function is considered to be affected by the large amount of contrast volume, but it is not related to the type and injection route of the contrast media. Fourth, there was an exacerbation of renal dysfunction when diuretics were injected and nephroprotective drugs did not improve short-term prognosis of PC-AKI patients. Furthermore, our study proved that the AKI stage was independently correlated with MAKE30 and severe AKI (stage ≥ 2) had more frequent incidence of MAKE30. Similarly, James et al reported that the proportion of CI-AKI patients with persistent RD (defined as an increase of serum creatinine concentration by 50% or 0.3 mg/dL from baseline, maintaining more than 3 months) was 5.9% in patients without AKI, 28.2% in patients with mild AKI, and up to 59.1% in patients with moderate or severe AKI [33].
In most cases, PC-AKI was transient, and renal function recovered almost completely within 3 months [41, 42]. However, PC-AKI patients with heart failure and central nervous system failure indicated higher mortality or renal dysfunction (CKD, ESRD). Blood urea nitrogen ≥ 7.14 mmol/L or oliguria or anuria suggested a higher risk of progression to CKD, while PC-AKI patients with shock and respiratory failure were prone to death or ESRD within 1 year. It indicated that long-term adverse outcome of PC-AKI patients was substantially influenced by baseline clinical features, especially those that predispose to both kidney injury and mortality. This was consistent with another meta-analysis [8]. Pre-existing severe renal insufficiency has been proposed as an important risk factor for CI-AKI [4, 43,44,45]. In our study, the baseline eGFR < 60 mL/min/1.73 m2 was also the independent risk factor for progression to CKD or ESRD or all-cause mortality in PC-AKI patients. Therefore, it is necessary to adopt a policy of SCr measurements [46] in all patients scheduled for iodine-based contrast media injection. Renal protective drugs and preventive hydration can be used to reduce the incidence of PC-AKI in at-risk patients [4, 47], but our results showed that it did not improve the long-term mortality of PC-AKI patients. In addition, dialysis as RRT to remove ICM [48] has not been shown to be beneficial on the prognosis of PC-AKI, but there was an exacerbation of renal dysfunction and higher long-term mortality when diuretics were used. Stopping diuretics 48 h before the examination can limit ICM-induced renal toxicity [2] and effectively improves PC-AKI prognosis. Several studies have failed to establish a clear advantage of IV CM over IA CM [49,50,51,52] and iso-osmolar contrast media (IOCM) over low-osmolar contrast media (LOCM) [53,54,55,56,57], with regard to incidence of PC-AKI or CI-AKI. Castaldo P et al [58] confirmed that IV CM administration carries a low incidence of renal impairment. Moreover, there is insufficient evidence that CM dose is a risk factor when CM is injected intravenously [3]. Our study indicated that long-term mortality of PC-AKI patients who underwent intra-arterial procedure (PCI) was much higher than that of those who underwent intravenous CT procedures, but there is no significant correlation with the type of contrast media and the injected volume. It is noticeable that the effects of route of CM administration on adverse outcome should not be separated from the effects of surgical manipulations, co-morbidity, or other baseline clinical characteristics. For instance, Sohn KH et al [59] showed that previous exposure to ICM via intra-arterial route was a significant risk factor for immediate hypersensitivity to IA CM. Besides, it may be partly related to the hospital policies on strict control of the type and volumes of contrast media used: iodixanol was recommended in patients at risk, while LOCM is more diverse and more widely used in the clinical practice, and it is advisable to keep the volume of ICM administered as low as possible.
Multivariable Cox and logistic regression analyses showed that persistent RD occurring within 30 days was the independent risk factor for progression to CKD or ESRD or all-cause mortality, which suggested that the further reduction in glomerular filtration rate might amplify the risk of long-term adverse events. Compared with PC-AKI patients with transient renal damage, the risk of 90-day or 1-year all-cause mortality was 3.8 times or 4.1 times higher in persistent RD patients. What is more, persistent RD patients had 3.7-fold or 5.2-fold increase in risk of 90-day or 1-year adverse prognosis versus PC-AKI transient RD, respectively. Similarly, Jin et al [31] reported that PC-AKI patients with persistent RD (impaired renal function within 1 month) after PCI had a higher 2-year mortality rate (34.6% vs. 16.7%), a higher death or dialysis rate (34.1% vs. 17.9%), and a higher death, dialysis, or hospital admission rate due to cardiovascular events (42.1% vs. 22.9%) than those with transient RD. Persistent RD was an important intermediate stage in progression to the long-term adverse prognosis after PC-AKI, which can effectively predict the poor prognosis of patients with PC-AKI. So early intervention for the risk factors of persistent RD may effectively reduce the incidence of MAKE30 and even improve the long-term prognosis of patients with PC-AKI.
Our study has several limitations. The main limitation of the present study is the relatively small sample size. In fact, the low rate of PC-AKI implies the need for a large population to start. Besides, it was a follow-up observation study, so multi-center prospective trials are still necessary to consider prevention of PC-AKI.
In conclusion, PC-AKI is not always a transient, benign creatininopathy, but can result in adverse outcome. AKI stage is independently correlated to MAKE30 and persistent renal dysfunction may exaggerate the risk of long-term adverse events.
Abbreviations
- ACR:
-
American College of Radiology
- Alb:
-
Albumin
- BUN:
-
Blood urea nitrogen
- CI-AKI:
-
Contrast-induced acute kidney injury
- CKD:
-
Chronic kidney disease
- CMSC:
-
Contrast Media Safety Committee
- CT:
-
Computed tomography
- ERBP:
-
European Renal Best Practice
- ESRD:
-
Even end-stage renal disease
- ESUR:
-
European Society of Urogenital Radiology
- Hb:
-
Hemoglobin
- IA CM:
-
Intra-arterial contrast media
- ICM:
-
Iodine-based contrast media
- IV CM:
-
Intravenous contrast media
- KDIGO:
-
Kidney Disease: Improving Global Outcomes
- MAKE:
-
Major adverse kidney events
- MDRD:
-
Modified glomerular filtration rate estimating
- OR:
-
Odds ratio
- PCI:
-
Percutaneous coronary interventions
- RDW:
-
Red cell volume distribution width
- RR:
-
Risk ratio
- RRT:
-
Renal replacement therapy
- SCr:
-
Serum creatinine
- TBIL:
-
Total bilirubin
- TC:
-
Total cholesterol
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Funding
The study has received funding from the National Natural Science Foundation of China (No. 81570618, No. 81873607), Development and Reform Commission of Hunan Province (2014-658), Scientific Foundation of Hunan Province, China (S2013F1022), and Clinical Medical Technology Innovation Guide Project of Hunan Province (2017SK50117).
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The scientific guarantor of this publication is Shao-Bin Duan, Department of Nephrology, The Second Xiangya Hospital of Central South University; Hunan Key Laboratory of Kidney Disease and Blood Purification.
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The authors of this manuscript declare no relationships with any companies whose products or services may be related to the subject matter of the article.
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No complex statistical methods were necessary for this paper.
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This retrospective observational study was approved by the Medical Ethics Committee of the Second Xiangya Hospital of Central South University (approval number 2013-S061) and exempted the need for informed consent, considering the retrospective study design.
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• Retrospective
• Diagnostic or prognostic study
• Multi-center study
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Cheng, W., Wu, X., Liu, Q. et al. Post-contrast acute kidney injury in a hospitalized population: short-, mid-, and long-term outcome and risk factors for adverse events. Eur Radiol 30, 3516–3527 (2020). https://doi.org/10.1007/s00330-020-06690-3
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DOI: https://doi.org/10.1007/s00330-020-06690-3