1,044
Views
0
CrossRef citations to date
0
Altmetric
Clinical Study

Effect of kidney disease on all-cause and cardiovascular mortality in patients undergoing coronary angiography

, , , , , , , , , , , , & show all
Article: 2195950 | Received 23 Sep 2022, Accepted 15 Mar 2023, Published online: 13 Jul 2023

Abstract

Acute kidney injury (AKI) occurred in 12.8% of patients undergoing surgery and is associated with increased mortality. Chronic kidney disease (CKD) is a well-known risk for death and cardiovascular disease (CVD). Effects of AKI and CKD on patients undergoing coronary angiography (CAG) remain incompletely defined. The aim of our study was to investigate the relationship between acute and CKD and mortality in patients undergoing CAG. The cohort study included 49,194 patients in the multicenter cohort from January 2007 to December 2018. Cox regression analyses and Fine-Gray proportional subdistribution risk regression analysis are used to examine the association between kidney disease and all-cause and cardiovascular mortality. In the present study, 13,989 (28.4%) patients had kidney disease. During follow-up, 6144 patients died, of which 4508 (73.4%) were due to CVD. AKI without CKD (HR: 1.54, 95% CI: 1.36–1.74), CKD without AKI (HR: 2.02, 95% CI: 1.88–2.17), AKI with CKD (HR: 3.26, 95% CI: 2.90–3.66), and end-stage kidney disease (ESKD; HR: 5.63, 95% CI: 4.40–7.20) were significantly associated with all-cause mortality. Adjusted HR (95% CIs) for cardiovascular mortality was significantly elevated among patients with AKI without CKD (1.78 [1.54–2.06]), CKD without AKI (2.28 [2.09–2.49]), AKI with CKD (3.99 [3.47–4.59]), and ESKD (6.46 [4.93–8.46]). In conclusion, this study shows that acute or CKD is present in up to one-third of patients undergoing CAG and is associated with a substantially increased mortality. These findings highlight the importance of perioperative management of kidney function, especially in patients with CKD.

    Impact Statement

  • What is already known on this subject? Acute kidney injury (AKI) occurred in 12.8% of patients undergoing surgery and is linked to a 22.2% increase in mortality. Chronic kidney disease (CKD) is a well-known risk for death and cardiovascular events. Effects of AKI and CKD on patients undergoing coronary angiography (CAG) remain incompletely defined.

  • What do the results of this study add? This study shows that kidney disease is present in up to one-third of patients undergoing CAG and is associated with a substantially increased mortality. AKI and CKD are independent predicators for mortality in patients undergoing CAG.

  • What are the implications of these findings for clinical practice and/or further research? These findings highlight the importance of perioperative management of kidney function, especially in patients with CKD.

Introduction

Chronic kidney disease (CKD) has a high prevalence worldwide, which often leads to poor clinical outcomes and a severe health economic burden [Citation1]. The 2020 USRDS Annual Data Report showed that the prevalence of CKD in patients with cardiovascular disease (CVD) is about 38.3% and is associated with increased mortality [Citation2].

Due to a high burden of CVD, patients with CKD often receive coronary angiography (CAG). Acute kidney injury (AKI) is a common complication after CAG and interventional procedures, with an estimated incidence of up to 12% [Citation3]. It is associated with both kidney and non-kidney adverse outcomes, including the development and progression of CKD, cardiovascular complications, and death [Citation4–6].

Based on the relationship of the aforementioned kidney disease with CVD, revascularization and poor prognosis, AKI and CKD were proven to be risk factors for long-term death [Citation3], but few studies have evaluated how acute and CKDs are associated with all-cause and cardiovascular mortality in patients undergoing CAG. Our main hypothesis was that acute and CKDs would be associated with all-cause and cardiovascular mortality in patients undergoing CAG.

Methods

Data collection and study population

We identified cohort from January 2007 to December 2018 among all patients from five tertiary hospital undergoing CAG, and getting admitted subsequently for hospitalization, which from Cardiorenal Improvement II (CIN-II) study (ClinicalTrials.gov NCT05050877). Baseline data were ascertained at the time of admission. AKI was defined during post procedure during the hospital stay. Post discharge, for outcome ascertainment, we used other records for all-cause and cardiovascular mortality. A total of 55,310 patients older than 18 years who underwent CAG, had diagnostic information of AKI and CKD and assessable information of the severity of kidney disease, such as serum creatinine and estimated glomerular filtration rate (eGFR), were initially evaluated. Of these participants, 6116 were excluded because of absent information related to follow-up, being on temporary kidney replacement therapy, or with outliers of eGFR. Thus, 49,194 patients were enrolled in the present study (Supplementary Figure S1). Clinical data of the study patients were obtained from the CIN-II database, mainly including demographic characteristics, medical history, test reports on admission and discharge with medication. Survival information was obtained by cause-specific surveillance data at the regional Center for Disease Control and prevention and public security system, which was completed September 2021 to assess survival through 1 September 2021. The Ethics Committee of the Guangdong Provincial People’s Hospital approved the study (approval no. GDREC2019555H(R1)). It was conducted in accordance with the principles of the Declaration of Helsinki.

Study outcomes and definitions

All-cause and cardiovascular mortality since the date of CAG were our study outcomes. Cardiovascular mortality was defined as death associated with rheumatic heart disease, hypertension (HT) and its complications, ischemic heart disease, heart failure, inflammatory heart disease, etc. (I100–159, I170–199), diagnosed by the International Statistical Classification of Diseases, Tenth Revision, with any other cause of death treated as a competing risk. Preoperative eGFR and/or prior diagnosis of CKD was used to define CKD. CKD was classified according to the Kidney Disease: Improving Global Outcomes (KDIGO) guidelines: CKD stage 1 or 2 (eGFR 60–90 mL/min/1.73 m2), CKD stage 3 (eGFR 30–60 mL/min/1.73 m2), CKD stage 4 (eGFR 15–30 mL/min/1.73 m2), and CKD stage 5 (eGFR <15 mL/min/1.73 m2) [Citation7]. The eGFR was estimated by the Modification of Diet in Renal Disease (MDRD) formula [Citation8,Citation9]. AKI was defined by using the consensus KDIGO criteria as at least a 50% increase within seven days postoperatively and/or a 0.3 mg/dL increase within 48 h postoperatively in serum creatinine level relative to the preoperative reference value. Patients with AKI were stratified according to the maximum change in postoperative serum creatinine level from baseline into three stages: stage 1, a 50% change; stage 2, an 100% increase; and stage 3, a 200% or >4.0 mg/dL increase in serum creatinine level [Citation10].

Statistical analysis

The study population was divided into five groups: no known kidney disease, AKI without CKD, CKD without AKI, AKI with CKD, and end-stage kidney disease (ESKD). We reported descriptive statistics by means (SD), median (interquartile range (IQR)), or number and percentage when appropriate. We used one-way analysis of variance (ANOVA) to analyze differences between different groups. Categorical variables were compared by Pearson’s Chi-squared test.

To evaluate the association between kidney diseases and all-cause mortality, we used Kaplan–Meier’s estimates to calculate cumulative survival probabilities for all-cause mortality and univariate and multivariate Cox regression analyses, with adjusted hazard ratio (HR) with 95% confidence interval (CI). Characteristic variables with significant baseline differences or clinical significance were used as candidate predictors in the multivariate Cox regression model. In addition, we used the Fine-Gray proportional subdistribution hazards regression analysis to model cardiovascular mortality while treating any other cause of death as a competing risk. First, we analyzed the relationship between the incidence of different kidney diseases during hospitalization and all-cause and cardiovascular mortality. The population-attributable risk percentage (PAR%) related to different kidney diseases was estimated using standard methods [Citation11]. Second, to better examine the prognostic impact of kidney disease, we categorized AKI covariates into stages 1–3, and CKD covariates into CKD stage 1 or 2, CKD stage 3, CKD stage 4, and CKD stage 5 further analysis. p Values for trend (p trend) were calculated by treating categorical exposure variables as ordinal. We also performed subgroup analyses to investigate whether the risk may be modified by age (≥65 versus <65 years of age), sex, acute myocardial infarction (AMI), and diabetes mellitus (DM). To test whether the pattern of association varies across stratifications, we estimated multiplicative interactions by including the product term (exposure × stratification variable) in the models. All analyses were first unadjusted (model 1), then adjusted for age and sex (model 2), and finally for insurance type, co-morbidity, and contrast media volume (CMV)) (model 3). To assess the robustness of the analytical results under available data only (no imputation), analyses were repeated on all outcomes using multiple regression imputation for the variables included in the regression model correction.

All data analyses were performed using R software (version 4.1.2; R Foundation for Statistical Computing, Vienna, Austria). A two-sided p value <.05 indicated significance for all analyses.

Results

Baseline characteristics

We analyzed 49,194 patients who underwent CAG between January 2007 and December 2018 (mean age 62.6 ± 11.3 years, 14,591 (29.7%) females), and 13,989 (28.4%) of them had kidney disease. At the time of hospitalization, 235 patients (0.5%) had ESKD and 10,884 patients (22.1%) had CKD. Among the 10,884 patients with CKD, 1419 (13.0%) subsequently developed AKI. After undergoing CAG, 4289 patients (8.7%) developed AKI, of which 2870 (66.9%) had no potential of CKD. Patients with any form of kidney disease were more likely to have co-morbid congestive heart failure (CHF), stroke. Patients with ESKD and CKD are more likely to be older, more likely to have co-morbid HT, DM. Baseline characteristics stratified by the occurrence of kidney disease are presented in .

Table 1. Clinical characteristics for all patients stratified by kidney disease.

All-cause and cardiovascular mortality

After a median follow-up of 5.04 years, patients with any form of acute or CKD had significantly higher long-term mortality than patients without kidney disease (). For all-cause mortality, patients with no known kidney disease had a mortality rate of 8.6%, whereas patients with any form of kidney disease had a mortality rate of 15.6–36.6%. Patients with AKI but no CKD had the lowest mortality rate (447 of 2870 [15.6%]), while patients with ESKD had the highest mortality rate (86 of 235 [36.6%]). The outcome of cardiovascular mortality was similar to that of all-cause mortality. A higher proportion of patients died of CVD in the AKI without CKD (356 of 2870 [12.4%]), CKD without AKI (1584 of 9465 [16.7%]), AKI with CKD (408 of 1419 [28.8%]), and ESKD groups (70 of 235 [29.8%]) compared with no known kidney disease group (2090 of 35,205 [5.9%]).

Figure 1. Association between kidney diseases and mortality. CAG: coronary angiography; AKI: acute kidney injury; CKD: chronic kidney disease; ESKD: end-stage kidney disease; HR: hazard ratio; CI: confidence interval. (a) Adjusted for age, sex, insurance type, stroke, hypertension, atrial fibrillation, diabetes mellitus, congestive heart failure, chronic obstructive pulmonary disease, and contrast medium volume.

Figure 1. Association between kidney diseases and mortality. CAG: coronary angiography; AKI: acute kidney injury; CKD: chronic kidney disease; ESKD: end-stage kidney disease; HR: hazard ratio; CI: confidence interval. (a) Adjusted for age, sex, insurance type, stroke, hypertension, atrial fibrillation, diabetes mellitus, congestive heart failure, chronic obstructive pulmonary disease, and contrast medium volume.

The Kaplan–Meier survival analysis curves for assessing the incidence of all-cause and cardiovascular mortality between groups based on different kidney diseases are shown in . There was a statistically significant difference in mortality rate among the five groups (Log-rank p< .001).

Figure 2. Kaplan–Meier’s survival curves analysis. AKI: acute kidney injury; CKD: chronic kidney disease; ESKD: end-stage kidney disease. (A) All-cause mortality and (B) cardiovascular mortality.

Figure 2. Kaplan–Meier’s survival curves analysis. AKI: acute kidney injury; CKD: chronic kidney disease; ESKD: end-stage kidney disease. (A) All-cause mortality and (B) cardiovascular mortality.

Association between kidney diseases and mortality

We studied the prognostic impact of different kidney diseases occurrences on patients who underwent CAG, including cardiovascular mortality and all-cause mortality. Multivariate Cox proportional risk analysis showed that AKI without CKD (HR: 1.54, 95% CI: 1.36–1.74; p< .001), CKD without AKI (HR: 2.02, 95% CI: 1.88–2.17; p< .001), AKI with CKD (HR: 3.26, 95% CI: 2.90–3.66; p< .001), and ESKD (HR: 5.63, 95% CI: 4.40–7.20; p< .001) were significantly associated with long-term all-cause mortality. In the multivariable competing risk model, occurrence of different kidney diseases was likewise independently associated with cardiovascular mortality: AKI without CKD (HR: 1.78, 95% CI: 1.54–2.06; p< .001), CKD without AKI (HR: 2.28, 95% CI: 2.09–2.49; p< .001), AKI with CKD (HR: 3.99, 95% CI: 3.47–4.59; p< .001), and ESKD (HR: 6.46, 95% CI: 4.93–8.46; p< .001). The multivariate Cox proportional risk model and multivariable competing risk model were adjusted for confusion factors (age, sex, insurance type, HT, AF, DM, stroke, chronic obstructive pulmonary disease, CHF, and CMV; ).

Table 2. Association between kidney diseases and mortality.

PAR% estimates the percentage of death in a population that is attributable to the exposure. All-cause mortality PAR% indicate that the exposure accounted for 2.02% among the CKD without AKI group and 3.26% among the AKI with CKD group, but just 1.54% among the AKI without CKD group. Both in all-cause and cardiovascular mortality analyses, AKI with CKD patients had higher PAR% than AKI without CKD and CKD without AKI patients. They consistently peak in patients with ESKD (5.63% and 6.46%).

Association between kidney disease stratified by severity stages and mortality

Compared with patients with no known kidney disease, risks for all-cause and cardiovascular mortality were proportional to the severity of the kidney disease. Among patients who developed AKI, adjusted HR (95% CI) for all-cause mortality was significantly increased in patients with stage 1 (1.55; 1.35–1.77), stage 2 (1.99; 1.03–3.84), and stage 3 (6.81; 3.05–15.19) kidney injury (p trend <.001). Among patients with CKD, the adjusted HR (95% CI) for all-cause mortality was 1.50 (1.26–1.78), 2.15 (1.99–2.33), 3.66 (3.21–4.17), and 5.98 (4.66–7.69) for patients with CKD stage 1 or 2, CKD stage 3, CKD stage 4, and CKD stage 5, respectively (p trend <.001). Similarly, compared with patients with no known kidney disease, adjusted HR (95% CI) for cardiovascular mortality was significantly increased in patients with AKI stage 1 (1.80; 1.53–2.11), AKI stage 2 (2.13; 0.96–4.75), AKI stage 3 (10.36; 3.72–28.89) and CKD stage 1 or 2 (1.48; 1.19–1.85), CKD stage 3 (2.45; 2.23–2.70), CKD stage 4 (4.52; 3.87–5.28), and CKD stage 5 (6.81; 5.15–9.00). Additionally, the risk for death tended to increase with growing severity stages of kidney disease (all p trend <.001; ). Multiple imputation did not change any of the conclusions (Supplementary Tables S1 and S2).

Table 3. Association between kidney disease stratified by severity stages and mortality.

Discussion

In patients receiving CAG, long-term all-cause and cardiovascular mortality was significantly higher in patients with acute or CKD than patients with no known kidney disease. Compared to patients with no known kidney disease, patients with CKD combined with AKI have more than threefold increased all-cause mortality and about fourfold higher cardiovascular mortality. The severer the kidney disease, the higher mortality rate it has, especially death due to CVD.

AKI after CAG is independently associated with cardiovascular mortality, especially in patients with CKD. Even in patients with stage 1 AKI who were not even considered to have true organ damage in clinical practice, the adjusted HR for cardiovascular mortality was increased by 80% compared with patients without kidney disease. In addition, patients with severe CKD prior to admission were more likely to develop AKI during hospitalization than patients with mild and moderate CKD. Cardiovascular mortality was higher in patients with CKD combined with AKI than patients with AKI alone in all periods. In the analysis for all-cause mortality, the results were similar.

CKD is a growing public health problem that affects millions of people worldwide. According to 2013 data from the US Renal Data System, an estimated 43% and 15% of patients with CKD experience heart failure and AMI in their life (compared with healthy individuals: 18.5% and 6.4%, respectively). In addition, CVD is the top cause of death in hemodialysis patients with CKD. The mortality rate from CVD is estimated to be twice as high in patients with stage 3 CKD and three times higher in patients with stage 4 CKD than in healthy subjects [Citation12]. It is certain that the main cause of death in patients with CKD is CVD and patients with underlying kidney disease are at higher risk of long-term adverse prognosis and mortality after CAG [Citation13].

AKI is commonly presented after CAG, and patients with combined kidney disease are more likely to have a higher risk of AKI, significantly increased long-term prognosis and mortality. A recent study reported a strong association between AKI and subsequent cardiovascular events, with an 86% increased risk of cardiovascular-specific death [Citation14]. Another study showed that stage 1 AKI after CAG increased the risk of death twofold compared to no AKI, while stage 2 or 3 AKI increased the risk of death approximately fourfold [Citation6]. Other studies have shown that patients experiencing AKI after major surgery have a higher risk of myocardial infarction, heart failure, stroke, and death from any cause [Citation15–18]. AKI is mainly associated with the use of intraoperative contrast agents, which can cause irreversible damage to kidney function, increase the number of hospital days and costs, and bring about varying degrees of short-term and long-term prognostic damage [Citation19].

In our study, we found that post-contrast patients have high cardiovascular mortality associated with AKI and CKD. This finding has important implications for the preoperative and perioperative management of patients undergoing contrast and percutaneous coronary intervention (PCI). This is similar to the findings of Huber et al. who found that patients after vascular or cardiothoracic surgery had CKD-AKI associated cardiovascular-specific deaths [Citation20]. The main factor contributing to this outcome may be related to the patient’s level of inflammation. Studies suggest that the accumulation of uremic toxins from kidney pathology leads to chronic inflammation and increased oxidative stress, leading to the development of CVD as the damaged endothelium eventually declines [Citation21]. When kidney function declines, retention of late glycosylation end products and pro-oxidants leads to oxidative damage, which may contribute to activation of monocytes and stimulation of inflammatory responses [Citation22,Citation23]. As the CKD stage progresses, plasma inflammation levels continue to rise [Citation22]. The occurrence of AKI, on the other hand, is also capable of bringing about high inflammation levels [Citation24]. The progression of AKI to CKD also has a role for inflammatory factors, which may have an influence on the evolution of the poor prognosis that causes cardiovascular-specific death [Citation25]. Similarly, persistent low-grade inflammation is now considered a prominent, even inherent feature of ESKD, associated with CVD [Citation26]. Persistent low-grade inflammation can act as a catalyst [Citation27], thereby exacerbating atherosclerosis and CVD through enhanced proteolytic metabolism, endothelial dysfunction, and vascular calcification, further turning to cardiovascular mortality.

Therefore, efforts must first focus on AKI prevention during contrast procedures, mitigating further injury when AKI has already occurred, and promoting kidney recovery in patients with established AKI. In addition, we should focus on patients with CKD combined with AKI. The indications to perform contrast procedures in people with CKD and prone to AKI should be fully evaluated and a feasible plan should be established, such as Goal-Directed Intraoperative Management [Citation28]. Although our study did not examine the prognostic differences between patients with acute or chronic kidney insufficiency who underwent CAG versus those who did not, the purpose of this article is to alert clinicians to the importance of assessment of kidney function and intervention in patients undergoing CAG.

We acknowledge that the present study has limitations. First, it is common to all retrospective studies that bias in the results, but our study has attempted to increase the internal validity of the competing risks model through the use of multivariate adjustment and the assessment of model discrimination on validation data sets. Second, our study only focused on the south China, but it was conducted in five tertiary hospitals, representing the entire Chinese sample to some extent. The third point is that we did not examine the GFR directly but estimated it from the serum creatinine. However, it was estimated by the MDRD formula and has been widely used and accepted in previous studies.

Conclusions

This large multi-center study shows that up to one third of patients undergoing CAG have combined acute and CKD and is associated with a substantially increased mortality. The more serious the kidney disease is, the higher the all-cause and cardiovascular mortality is. This demonstrates the importance of enhanced risk assessment for kidney injury, surveillance of kidney function in the perioperative period and early intervention, especially in patients with CKD.

Ethical approval

The Ethics Committee of the Guangdong Provincial People’s Hospital approved the study (approval no. GDREC2019555H(R1)). All human studies have been approved by the appropriate ethics committee and have therefore been performed in accordance with the ethical standards laid down in the 1964 Declaration of Helsinki and its later amendments.

Author contributions

Dr. Liu had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis. Study concept and design: Y Liu and J Liu. Acquisition, analysis, or interpretation of data: Y Liu and J Liu. Drafting of the manuscript: Q Li, SS Shi, HZ Huang, JR Deng, WH Chen, XZ Lu, WG Lai, GX Liang, and YN Wang. Critical revision of the manuscript for important intellectual content: Y Liu, J Liu, Martin G, and Amanda W. Statistical analysis: Q Li and JR Deng. Obtained funding: Y Liu. Administrative, technical, or material support: Y Liu. Study supervision: JY Chen.

Supplemental material

Supplemental Material

Download PDF (260 KB)

Acknowledgements

This article is further improved from the author’s conference abstract presented at the 33rd Great Wall International Congress of Cardiology Asian Heart Society Congress 2022: Li, Q., Shi, S., Huang, S., Deng, J., Chen, W., Liu, J., Liu, Y., (October 2022). Effect of kidney disease on all-cause and cardiovascular-specific mortality in patients undergoing coronary angiography. Link: https://www.scienceopen.com/hosted-document?doi=10.15212%2FCVIA.2022.0015

Disclosure statement

No potential conflict of interest was reported by the author(s).

Data availability statement

The data that support the findings of this study are available from the corresponding author upon reasonable request.

Additional information

Funding

This work was supported by grants from Beijing Lisheng Cardiovascular Health Foundation [LHJJ20141751], Guangdong Provincial People’s Hospital Foundation [DFJH201919], and National Science Foundation of China [81670339, 81970311]. The work was not funded by any industry sponsors.

References

  • Johansen KL, Chertow GM, Foley RN, et al. US Renal Data System 2020 Annual Data Report: epidemiology of kidney disease in the United States. Am J Kidney Dis. 2021;77(4 Suppl. 1):A7–A8.
  • Gansevoort RT, Correa-Rotter R, Hemmelgarn BR, et al. Chronic kidney disease and cardiovascular risk: epidemiology, mechanisms, and prevention. Lancet. 2013;382(9889):339–352.
  • Lun Z, Liu L, Chen G, et al. Correction to: the global incidence and mortality of contrast-associated acute kidney injury following coronary angiography: a meta-analysis of 1.2 million patients. J Nephrol. 2021;34(5):1785.
  • Weisbord SD, Gallagher M, Kaufman J, et al. Prevention of contrast-induced AKI: a review of published trials and the design of the prevention of serious adverse events following angiography (PRESERVE) trial. Clin J Am Soc Nephrol. 2013;8(9):1618–1631.
  • James MT, Samuel SM, Manning MA, et al. Contrast-induced acute kidney injury and risk of adverse clinical outcomes after coronary angiography: a systematic review and meta-analysis. Circ Cardiovasc Interv. 2013;6(1):37–43.
  • James MT, Ghali WA, Knudtson ML, et al. Associations between acute kidney injury and cardiovascular and renal outcomes after coronary angiography. Circulation. 2011;123(4):409–416.
  • Navaneethan SD, Zoungas S, Caramori ML, et al. Diabetes management in chronic kidney disease: synopsis of the 2020 KDIGO Clinical Practice Guideline. Ann Intern Med. 2021;174(3):385–394.
  • Verhave JC, Fesler P, Ribstein J, et al. Estimation of renal function in subjects with normal serum creatinine levels: influence of age and body mass index. Am J Kidney Dis. 2005;46(2):233–241.
  • Levey AS, Bosch JP, Lewis JB, et al. A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation. Modification of Diet in Renal Disease Study Group. Ann Intern Med. 1999;130(6):461–470.
  • Ostermann M, Bellomo R, Burdmann EA, et al. Controversies in acute kidney injury: conclusions from a Kidney Disease: Improving Global Outcomes (KDIGO) Conference. Kidney Int. 2020;98(2):294–309.
  • Wacholder S, Benichou J, Heineman EF, et al. Attributable risk: advantages of a broad definition of exposure. Am J Epidemiol. 1994;140(4):303–309.
  • Vallianou NG, Mitesh S, Gkogkou A, et al. Chronic kidney disease and cardiovascular disease: is there any relationship? Curr Cardiol Rev. 2019;15(1):55–63.
  • Sarnak MJ, Amann K, Bangalore S, et al. Chronic kidney disease and coronary artery disease: JACC state-of-the-art review. J Am Coll Cardiol. 2019;74(14):1823–1838.
  • Odutayo A, Wong CX, Farkouh M, et al. AKI and long-term risk for cardiovascular events and mortality. J Am Soc Nephrol. 2017;28(1):377–387.
  • Hansen MK, Gammelager H, Jacobsen CJ, et al. Acute kidney injury and long-term risk of cardiovascular events after cardiac surgery: a population-based cohort study. J Cardiothorac Vasc Anesth. 2015;29(3):617–625.
  • Hobson CE, Yavas S, Segal MS, et al. Acute kidney injury is associated with increased long-term mortality after cardiothoracic surgery. Circulation. 2009;119(18):2444–2453.
  • Bihorac A, Yavas S, Subbiah S, et al. Long-term risk of mortality and acute kidney injury during hospitalization after major surgery. Ann Surg. 2009;249(5):851–858.
  • Bauer O, Diedrich K. Transcervical tubal transfer of gametes and embryos. Curr Opin Obstet Gynecol. 1994;6(2):178–183.
  • Lun Z, Liu L, Chen G, et al. The global incidence and mortality of contrast-associated acute kidney injury following coronary angiography: a meta-analysis of 1.2 million patients. J Nephrol. 2021;34(5):1479–1489.
  • Huber M, Ozrazgat-Baslanti T, Thottakkara P, et al. Cardiovascular-specific mortality and kidney disease in patients undergoing vascular surgery. JAMA Surg. 2016;151(5):441–450.
  • Merino A, Nogueras S, Buendía P, et al. Microinflammation and endothelial damage in hemodialysis. Contrib Nephrol. 2008;161:83–88.
  • Dounousi E, Papavasiliou E, Makedou A, et al. Oxidative stress is progressively enhanced with advancing stages of CKD. Am J Kidney Dis. 2006;48(5):752–760.
  • Locatelli F, Canaud B, Eckardt KU, et al. Oxidative stress in end-stage renal disease: an emerging threat to patient outcome. Nephrol Dial Transplant. 2003;18(7):1272–1280.
  • Rabb H, Griffin MD, McKay DB, et al. Inflammation in AKI: current understanding, key questions, and knowledge gaps. J Am Soc Nephrol. 2016;27(2):371–379.
  • Sato Y, Yanagita M. Immune cells and inflammation in AKI to CKD progression. Am J Physiol Renal Physiol. 2018;315(6):F1501–F1512.
  • Fouque D, Kalantar-Zadeh K, Kopple J, et al. A proposed nomenclature and diagnostic criteria for protein-energy wasting in acute and chronic kidney disease. Kidney Int. 2008;73(4):391–398.
  • Carrero JJ, Stenvinkel P. Persistent inflammation as a catalyst for other risk factors in chronic kidney disease: a hypothesis proposal. Clin J Am Soc Nephrol. 2009;4(Suppl. 1):S49–S55.
  • Grocott MP, Dushianthan A, Hamilton MA, et al. Perioperative increase in global blood flow to explicit defined goals and outcomes following surgery. Cochrane Database Syst Rev. 2012;11(11):CD004082.