Literature DB >> 33004056

The impact of diabetes mellitus on acute kidney injury after coronary artery bypass grafting.

Rui Wang1, Hang Zhang2, Yifan Zhu2, Wen Chen2, Xin Chen3.   

Abstract

BACKGROUND: Diabetes mellitus(DM) is an indicator affects postoperative mortality and morbidity after coronary artery bypass grafting (CABG). Acute kidney injury (AKI) is one of the frequent postoperative complications after CABG. This multi-centre register study designed to investigate the impact of DM on postoperative AKI in primary isolated CABG patients.
METHODS: We included all patients (n = 4325) from Jiangsu Province CABG register who underwent primary isolated CABG from September 2017 to August 2019. The patients were divided into 3 groups: No-DM group(n = 3067), DM-oral group (DM with oral hypoglycemic agents, n = 706) and DM-insulin group (DM with insulin treatment, n = 552). The development and severity of AKI were based on Acute Kidney Injury Network (AKIN) criteria.
RESULTS: There were totally 338, 108 and 145 patients developed AKI in No-DM, DM-oral and DM-insulin group respectively. Comparing with No-DM group, DM-oral group had a higher rate of AKI(χ2 = 10.071, p = 0.002), DM-insulin group had a higher rate(χ2 = 94.042, p<0.001) and severity of AKI(χ2 = 10.649, p = 0.005). The adjusted odds ratio for AKI was 1.26 (95% CI 1.03-1.57) in DM-oral group and 3.92 (95% CI 3.27-5.16) in DM-insulin group, in comparison with No-DM group.
CONCLUSIONS: Independent of baseline renal function or cardiac function, DM was associated with an increased risk of AKI after CABG, especially in patients with insulin treatment, who also had a higher severity of AKI.

Entities:  

Keywords:  Acute kidney injury; Coronary artery bypass grafting; Diabetes mellitus; Insulin

Mesh:

Substances:

Year:  2020        PMID: 33004056      PMCID: PMC7528489          DOI: 10.1186/s13019-020-01312-x

Source DB:  PubMed          Journal:  J Cardiothorac Surg        ISSN: 1749-8090            Impact factor:   1.637


Background

Coronary artery bypass grafting (CABG) is recognized as one of the most effective procedures for the treatment of coronary artery atherosclerosis disease. Among patients undergoing CABG, diabetes mellitus (DM) accounted for 20–50% [1-3], and the proportion has increased steadily over the last 15 years [4, 5]. DM is a known risk factor for developing postoperative acute kidney injury (AKI) [6, 7]. AKI is a sudden loss of kidney function defined by an acute increase in serum creatinine concentration and decrease in urinary output [8]. Up to 30% of patients with varying severity develop AKI after cardiac surgery, and approximately 2% require temporary dialysis [9]. Postoperative AKI is associated with increased short and long term morbidity and mortality [10, 11]. Furthermore, DM is one of the major causes of nephropathy following CABG surgery [12]. However, there are limited studies which specifically investigated the different risk of AKI between patients with oral hypoglycemic treatment and insulin treatment after CABG. The purpose of this study was to investigate the association between DM and AKI following primary isolate CABG, and to explore the effect of different treatment of DM on AKI.

Methods

Definition of renal function

The study was an observational province wide cohort study which included 13 cardiac centres in Jiangsu province. Data were collected routinely as part of a province CABG register, the register website is: http://221.226.218.114:10004/Multicenter. The Province-wide CABG Registry system was set in Nanjing First Hospital, the study was approved by the Ethics Committee of Nanjing First Hospital, and patient’s identifiers were removed before analysis. DM was defined as the requirement for dietary modification, oral agents and/or insulin to lower blood glucose concentrations and was accepted as present based on the patient’s history corroborated where possible by the medical records. The estimated glomerular filtration rate (eGFR) was calculated by the abbreviated Modification of Diet in Renal Disease equation:186 × (serum creatinine/88.4)-1.154 × (age)-0.203 × (0.742 if female). AKI was defined and classified according to the criteria proposed by the Acute Kidney Injury Network (AKIN) as AKIN stage 1: increase creatinine × 1.5 from baseline or increase of > 0.3 mg/dL within 48 h; AKIN stage 2: increase creatinine × 2 from baseline; and AKIN stage 3: increase in creatinine × 3 from baseline or creatinine > 4 mg/dL with an acute increase > 0.5 mg/dL within 48 h or new-onset of dialysis therapy [13].

Study population

A standard set of perioperative data was collected prospectively for patients undergoing primary isolated CABG who were enrolled in Jiangsu province CABG register between January 2017 and December 2019. Patients undergoing a concomitant cardiac surgical procedure, reoperation, urgent or emergent operations, or with incomplete information were excluded. Totally there were 4325 cases up to the standard which were divided into 3 groups: No-DM group(n = 3067, 70.9%)), DM-oral group(DM with oral hypoglycemic agents, n = 706, 16.3%) and DM-insulin group(DM with insulin treatment, and with or without oral hypoglycemic agents, n = 552, 12.8%). On-pump CABG was performed via median sternotomy using a membrane oxygenator equipped with an arterial filter, cold blood antegrade cardioplegia under moderate systemic hypothermia (30 to 34 °C). The perfusion pressure during cardiopulmonary bypass(CPB) was maintained within 60–70 mmHg. Off-pump CABG was performed by a suction stabilizer. Good exposure of lateral vessels might be got by using deep pericardial retraction sutures. Visualization was enhanced by using a blower device. Intra-coronary shunt was used routinely. Average of perioperative blood sugar level was tried to be controlled under 150 mg/dl by oral hypoglycemic agents and/or insulin treatment. Twenty-one perioperative variables were collected including: age, gender, body mass index(BMI), eGFR, smoking, hypertension, DM and the type of treatment, hyperlipemia, chronic obstructive pulmonary disease(COPD), peripheral vascular disease(PVD), prior cerebro-vascular accident(CVA), myocardial infarction(MI) and percutaneous coronary intervention(PCI), left ventricular ejection fraction(LVEF), number of vessel disease, EuroSCOREII, number of distal anastomosis, the application of left internal mammary artery(LIMA) and radial artery, application of CPB or not and CPB time, the incidence and severity of AKI.

Statistical analysis

Data are represented as the mean ± standard deviation unless otherwise indicated. Categorical variables are represented as frequency distributions and single percentages. Normally distributed continuous variables were compared using a Student t-test, non-normally distributed continuous variables using the Mann-Whitney U test, and categorical variables were compared by χ2 test. The multivariable analysis was adjusted for age, gender, BMI, eGFR, hypertension, hyperlipemia, COPD, PVD, prior CVA, MI and PCI, LVEF, number of vessel disease, EuroSCOREII, number and type of grafts, CPB and CPB time. All statistical tests were two-sided. A p-value of less than 0.05 was considered significant. All statistical analysis were done with IBM SPSS Statistics 20.0 or STATA Data analysis and statistical software.

Results

Patient demographics and operative characteristics

The baseline clinical characteristics of the study groups are given in Table 1. Comparing with No-DM group, DM-oral group had a higher percentage of female, higher BMI, higher incidence of PVD, prior MI and PCI, higher EuroSCOREII, higher CPB time, but a lower eGFR. Comparing with No-DM group, DM-insulin group had a higher age, higher percentage of female, higher BMI, higher incidence of hypertension, hyperlipemia and PVD, higher incidence of prior CVA, MI and PCI, higher number of vessel diseases and left main diseases, higher EuroSCOREII, a higher ratio of on-pump CABG and longer CPB time, but a lower eGFR and LVEF, and a lower application of LIMA (Table 1).
Table 1

Baseline and procedural characteristics in relation to type of treatment of DM

VariableAll casesNo-DM groupDM-oral grouppDM-insulin groupp
(n = 4325)(n = 3067)(n = 706)(n = 552)
Age, y64.1 ± 8.464.2 ± 8.164.8 ± 7.60.07362.7 ± 9.3< 0.001
Female gender793(18.3)506(16.5)148(21.0)0.005139(25.2)< 0.001
BMI, kg/m226.7 ± 4.926.5 ± 4.627.3 ± 5.2< 0.00127.1 ± 5.70.002
eGFR(ml/min/1.73m2)78.3 ± 18.080.3 ± 17.876.3 ± 16.3< 0.00169.5 ± 19.4< 0.001
Hypertension2047(47.3)1414(46.1)343(48.6)0.234290(52.5)0.005
Hyperlipemia1095(25.3)770(25.1)161(22.8)0.201164(29.7)0.023
COPD312(7.2)221(7.2)53(7.5)0.78138(6.9)0.787
Peripheral vascular disease369(8.5)230(7.5)71(10.1)0.02468(12.3)< 0.001
Prior
 CVA253(5.8)160(5.2)45(6.4)0.22148(8.7)< 0.001
 MI697(16.1)463(15.1)130(18.4)0.029104(18.8)0.026
 PCI739(17.1)482(15.7)134(19.0)0.034123(22.3)< 0.001
LVEF0.8670.03
  > 0.503140(72.6)2248(73.3)513(72.7)379(68.6)
 0.30–0.501066(24.6)742(24.2)173(24.5)151(27.4)
  < 0.30119(2.8)77(2.5)20(2.8)22(4.0)
No. of vessel disease0.1560.02
 1 vessel222(5.1)181(5.9)29(4.1)12(2.2)
 2 vessel473(10.9)328(10.7)81(11.5)64(11.6)
 3 vessel3630(83.9)2558(83.4)596(84.4)476(86.2)
 Left main disease1073(24.8)721(23.5)179(25.4)0.299173(31.3)< 0.001
EuroSCOREII2.1 ± 0.81.9 ± 0.72.4 ± 0.9< 0.0013.1 ± 1.1< 0.001
Distal anastomosis
 LIMA3954(91.4)2828(92.2)637(90.2)0.083489(88.6)0.005
 Radial artery151(3.5)107(3.5)26(3.7)0.80118(3.3)0.787
On-pump1854(42.9)1270(41.4)315(44.6)0.119269(48.7)0.001
CPB time(min)74.2 ± 19.571.5 ± 18.978.5 ± 20.7< 0.00183.5 ± 23.2< 0.001

No-DM group: non-DM; DM-oral group: DM with oral hypoglycemic agents; DM-insulin group: DM with insulin treatment, and with or without oral hypoglycemic agents. BMI body mass index, eGFR estimated glomerular filtration rate, COPD chronic obstructive pulmonary disease, CVA cerebro-vascular accident, MI myocardial infarction, PCI percutaneous coronary intervention, LVEF left ventricular ejection fraction, LIMA left internal mammary artery, CPB cardiopulmonary bypass

Baseline and procedural characteristics in relation to type of treatment of DM No-DM group: non-DM; DM-oral group: DM with oral hypoglycemic agents; DM-insulin group: DM with insulin treatment, and with or without oral hypoglycemic agents. BMI body mass index, eGFR estimated glomerular filtration rate, COPD chronic obstructive pulmonary disease, CVA cerebro-vascular accident, MI myocardial infarction, PCI percutaneous coronary intervention, LVEF left ventricular ejection fraction, LIMA left internal mammary artery, CPB cardiopulmonary bypass

Risk of AKI in relation to DM

There were totally 338(11.0%), 108(15.3%) and 145(26.3%) patients developed AKI postoperatively in No-DM, DM-oral and DM-insulin group respectively (No-DM group vs. DM-oral group, χ2 = 10.071, p = 0.002; No-DM group vs. DM-insulin group, χ2 = 94.042, p<0.001). After adjustment for confounders, comparing with No-DM group, the risk of AKI in DM-insulin group was close to 4-fold (OR 3.92, 95% CI 3.27–5.16); the risk of AKI in DM-oral group was 1.26, smaller but still significant (OR 1.26, 95% CI, 1.03–1.57). (Table 2).
Table 2

Odds ratios with 95% CIs for AKI after CABG in 3 groups

No. of patientsAllNo-DM groupDM-oral groupDM-insulin group
43253067706552
No. of AKI(%)591(13.7)338(11.0)108(15.3)145(26.3)
Risk of AKIOR (95% CI)
11.462.88
(crude analysis)1.15–1.842.31–3.59
Risk of AKI11.263.92
(multivariable adjusteda)1.03–1.573.27–5.16

AKI was defined as increase creatinine ×1.5 from baseline or increase of > 0.3 mg/dL within 48 h

a The final multivariable model included all variables in Table 1 except EuroSCOREII

Odds ratios with 95% CIs for AKI after CABG in 3 groups AKI was defined as increase creatinine ×1.5 from baseline or increase of > 0.3 mg/dL within 48 h a The final multivariable model included all variables in Table 1 except EuroSCOREII

Risk of AKI according to DM after stratified by preoperative renal or cardiac function

When patients were stratified according to eGFR (> 60, 45–60, 15-45 mL/min/1.73 m2) or LVEF(> 0.50, 0.30–0.50, < 0.30), the associations between subtypes of different treatment of DM and AKI were similar for patients with reduced eGFR and normal eGFR, or with reduced LVEF and normal LVEF (Tables 3 and 4).
Table 3

Risk of AKI after CABG according to oral hypoglycemic and insulin treatment, stratified by preoperative renal function

AllNo-DM groupDM-oral groupDM-insulin group
eGFR ≥60 mL/min/1.73 m2
 No. of patients34562484558414
 No. of AKI(%)358(10.4)205(8.3)63(11.3)90(21.7)
Risk of AKIOR (95% CI)
11.693.7
(crude analysis)1.25–2.282.81–4.86
Risk of AKI11.24.35
(multivariable adjusteda)0.89–1.662.79–6.38
eGFR 45–60 mL/min/1.73 m2
 No. of patients6444618994
 No. of AKI(%)150(23.3)96(20.8)23(25.8)31(32.8)
Risk of AKIOR (95% CI)
11.331.87
(crude analysis)0.78–2.241.15–3.04
Risk of AKI11.182.9
(multivariable adjusteda)0.64–2.072.17–5.31
eGFR 15–45 mL/min/1.73 m2
 No. of patients2251225944
 No. of AKI(%)83(36.9)37(30.3)22(37.3)24(54.5)
Risk of AKIOR (95% CI)
11.372.75
(crude analysis)0.71–2.631.36–5.60
Risk of AKI11.184.02
(multivariable adjusteda)0.59–2.172.44–6.59

AKI was defined as increase creatinine ×1.5 from baseline or increase of > 0.3 mg/dL within 48 h

a The final multivariable model included all variables in Table 1 except EuroSCOREII

Table 4

Risk of AKI after CABG according to oral hypoglycemic and insulin treatment, stratified by preoperative cardiac function

AllNo-DM groupDM-oral groupDM-insulin group
LVEF> 0.50
 No. of patients31402248513379
 No. of AKI(%)350(11.1)203(9.0)63(12.3)84(22.2)
Risk of AKIOR (95% CI)
11.412.87
(crude analysis)1.04–1.912.16–3.80
Risk of AKI11.094.11
(multivariable adjusteda)0.79–1.312.97–5.05
LVEF 0.30–0.50
 No. of patients1066742173151
 No. of AKI(%)201(18.9)114(15.4)38(22.0)49(32.5)
Risk of AKIOR (95% CI)
11.552.65
(crude analysis)1.03–2.341.78–3.93
Risk of AKI11.183.47
(multivariable adjusted)0.67–1.842.11–4.80
LVEF< 0.30
 No. of patients119772022
 No. of AKI(%)40(33.6)21(27.3)7(35.0)12(54.5)
Risk of AKIOR (95% CI)
11.443.2
(crude analysis)0.50–4.091.20–8.51
Risk of AKI11.154.06
(multivariable adjusteda)0.34–3.572.19–9.83

AKI was defined as increase creatinine ×1.5 from baseline or increase of > 0.3 mg/dL within 48 h

a The final multivariable model included all variables in Table 1 except EuroSCOREII

Risk of AKI after CABG according to oral hypoglycemic and insulin treatment, stratified by preoperative renal function AKI was defined as increase creatinine ×1.5 from baseline or increase of > 0.3 mg/dL within 48 h a The final multivariable model included all variables in Table 1 except EuroSCOREII Risk of AKI after CABG according to oral hypoglycemic and insulin treatment, stratified by preoperative cardiac function AKI was defined as increase creatinine ×1.5 from baseline or increase of > 0.3 mg/dL within 48 h a The final multivariable model included all variables in Table 1 except EuroSCOREII

Severity of AKI in relation to DM

Comparing with No-DM group, DM-oral group had a higher rate of AKI(108 vs. 338, χ2 = 10.071, p = 0.002) but the severity of AKI was of no significance(AKIN stage1: 88 vs 294; AKIN stage2: 15 vs 32; AKIN stage3: 5 vs 12, χ2 = 2.058, p = 0.357). Comparing with No-DM group, DM-insulin group had a higher rate(145 vs. 338, χ2 = 94.042, p = 0.002) and severity of AKI(AKIN stage1: 109 vs 294; AKIN stage2: 24 vs 32; AKIN stage3: 12 vs 12, χ2 = 10.649, p = 0.005) (Table 5 and Fig. 1).
Table 5

Rate and severity of AKI after CABG in 3 groups

No-DM groupDM-oral groupDM-insulin group
All AKI338108145
 Stage 1294(87.0)88(81.5)109(75.2)
 Stage 232(9.5)15(13.9)24(16.5)
 Stage 312(3.5)5(4.6)12(8.3)

AKI and classification were defined according to Acute Kidney Injury Network (AKIN)

Fig. 1

Acute kidney injury (AKI), as defined and classified according to the criteria proposed by the Acute Kidney Injury Network (AKIN), is shown stratified according to kidney function at baseline (blue = AKI stage 1, red = AKI stage 2, green = AKI stage 3; y-axis = percentage of patients)

Rate and severity of AKI after CABG in 3 groups AKI and classification were defined according to Acute Kidney Injury Network (AKIN) Acute kidney injury (AKI), as defined and classified according to the criteria proposed by the Acute Kidney Injury Network (AKIN), is shown stratified according to kidney function at baseline (blue = AKI stage 1, red = AKI stage 2, green = AKI stage 3; y-axis = percentage of patients)

Discussion

The principal findings of this province wide CABG register study can be summarized as follows: (1) Comparing with non-DM patients, DM patients were associated with an increased risk of AKI after CABG and were independent of baseline renal function or cardiac function. (2) Among DM patients, patients with insulin treatment were associated with an increased rate and severity of AKI compared with those with oral hypoglycemic agents treatment. DM is the leading cause of chronic kidney disease(CKD), diabetic nephropathy and is increasing as a cause of morbility and mortality in the present era. Among all these complications, diabetic nephropathy has become the principal cause of end-stage renal failure and cardiovascular mortality [14, 15]. AKI is a frequent complication after cardiac surgery, which is known to have an adverse influence on the patients’ outcomes, including progression to CKD, cardiovascular effects, sustained functional impairment and death. Minimal changes in postoperative creatinine can be associated with adverse effects. This diagnostic criteria for AKI is designed to facilitate the acquisition of a new concept in that small alterations in kidney function might contribute to adverse outcomes. In recent 10 years, over 80 cohort studies including more than 2 million participants have described relationships between AKI and the risks of CKD, diabetic nephropathy and death [16]. However, a limited number of studies have focused on the difference between the type of treatment of DM patients undergoing CABG. DM is speculated to aggravate AKI by the following complex mechanisms: (1) Hyperglycaemia can increase oxidative stress and amplify ischaemia-reperfusion injury [17]. (2) Celluar glucose overload induces mitochondrial dysfunction and kidney injury [18]. (3) Inflammation is an important factor for the development of kidney injury, and hyperglycaemia is reported to increase inflammatory cytokines such as interleukin-6, tumour necrosis factor-α and interleukin-18 [19]. (4) Endothelial dysfunction induced by hyperglycaemia leads to kidney injury [20]. In this study, DM patients undergoing CABG were associated with an increased risk of AKI compared with non-DM patients. The same result was obtained by Hertzberg D et al., they reported both type 1 and 2 DM were associated with an increased risk of AKI after CABG [21]. A Tekeli Kunt et al. reported the presence of metabolic syndrome (hyperglycemia, dyslipidemia, abdominal obesity, and hypertension) seemed to be associated with increased incidence of AKI after CABG [22]. Oezkur et al. concluded that chronic hyperglycemia defined on a single measurement of hemoglobin A1c ≥ 6.0% was also associated with the incidence of AKI after CABG. All of the above proved that DM was an independent risk factor for AKI after CABG [23]. Our subgroup analyses according to the type of DM treatment showed that when compared with those without DM, the risk of AKI were significantly higher in patients treated with oral hypoglycemic agents, and the risk and severity of AKI were both further significantly increased in patients treated with insulin. The conclusion from Hertzberg D et al. was in line with our study [21]. We speculated the reasons were as follows: (1) Hyperglycaemia, regardless of the presence of DM, is one of the major risk factors associated with poor prognosis including renal dysfunction, and more severe hyperglycaemia were more likely to be treated with insulin. (2) There must be some type 1 DM patients in DM-insulin group, despite we did not classify the type of DM, and type 1 DM was reported to be associated with a significant increased rate and severity of AKI compared with type 2 DM [21]. Preoperative preexisting kidney disease and reduced left ventricular function are well known as important risk factors of postoperative AKI after CABG [24, 25]. For patients with preexisting kidney disease, it could be explained not only by an increased renal vulnerability but also by serum creatinine kinetics whereby an absolute increasement in serum creatinine levels by 0.3 mg/dL is easier to reach when the baseline serum creatinine value is already enhanced. For patients with preexisting reduced left ventricular function, it could be explained not only by global hypoperfusion and renal malperfusion but also by cardiotonics and vasoconstrictors which might damage the renal function. So our study was further stratified by this two risk factors, which were measured in terms of eGFR and LVEF. After stratification, there was still a remakable increasement of postoperative AKI in DM patients compared with non-DM patients, in other words, the association between DM and the risk of AKI was similar in different eGFR or LVEF categories, although few studies have specifically studied this association. Meanwhile, this conclusion was also consistent with our subgroup analyses as mentioned before. Unfortunately, there are no pharmacologic agents known to reduce the risk of AKI or treat established AKI [26]. Therefore, DM patients undergoing CABG need to strengthen the perioperative glucose management and the follow-up of endocrinology.

Limitations

Firstly, a retrospective, non-randomized register study over a long period of time and with different surgeon’s procedures on patients undergoing CABG is subjected to the effects of selection bias. Secondly, we only classified the DM according to the treatment instead of type(type1 and type2), and we were lack of details of glucose management and levels of hemoglobin A1c. Thirdly, it was impossible for us to stratify all risk factors, such as age, CPB, PVD and so on. Finally, We did not have information on the administration of angiotensin-converting enzyme inhibitors, angiotensin receptor blockers or aldosterone antagonists perioperatively, which could also be related to AKI.

Conclusions

In summary, this analysis revealed that compared with non-DM patients, DM patients were associated with an increased risk of AKI after CABG irrespective of baseline renal function or cardiac function. The rate and severity of AKI were remarkable higher in DM patients with insulin treatment than those with oral hypoglycemic agents treatment.
  24 in total

1.  A prospective randomized study to evaluate the renal impact of surgical revascularization strategy in diabetic patients.

Authors:  Thomas Modine; Costas Zannis; Julia Salleron; François Provot; Terence Gourlay; Alain Duhamel; Mohamad Koussa; Georges Fayad
Journal:  Interact Cardiovasc Thorac Surg       Date:  2010-06-30

2.  Survival benefits of intensive insulin therapy in critical illness: impact of maintaining normoglycemia versus glycemia-independent actions of insulin.

Authors:  Björn Ellger; Yves Debaveye; Ilse Vanhorebeek; Lies Langouche; Annapaula Giulietti; Evelyne Van Etten; Paul Herijgers; Chantal Mathieu; Greet Van den Berghe
Journal:  Diabetes       Date:  2006-04       Impact factor: 9.461

3.  A clinical score to predict acute renal failure after cardiac surgery.

Authors:  Charuhas V Thakar; Susana Arrigain; Sarah Worley; Jean-Pierre Yared; Emil P Paganini
Journal:  J Am Soc Nephrol       Date:  2004-11-24       Impact factor: 10.121

Review 4.  Cardiovascular Disease and Diabetic Kidney Disease.

Authors:  Muhammad Maqbool; Mark E Cooper; Karin A M Jandeleit-Dahm
Journal:  Semin Nephrol       Date:  2018-05       Impact factor: 5.299

Review 5.  Diabetic nephropathy and inflammation.

Authors:  Montserrat B Duran-Salgado; Alberto F Rubio-Guerra
Journal:  World J Diabetes       Date:  2014-06-15

6.  Hyperglycemic kidney damage in an animal model of prolonged critical illness.

Authors:  Ilse Vanhorebeek; Jan Gunst; Björn Ellger; Magaly Boussemaere; Evelyne Lerut; Yves Debaveye; Naila Rabbani; Paul J Thornalley; Miet Schetz; Greet Van den Berghe
Journal:  Kidney Int       Date:  2009-06-17       Impact factor: 10.612

7.  Kidney function after off-pump or on-pump coronary artery bypass graft surgery: a randomized clinical trial.

Authors:  Amit X Garg; P J Devereaux; Salim Yusuf; Meaghan S Cuerden; Chirag R Parikh; Steven G Coca; Michael Walsh; Richard Novick; Richard J Cook; Anil R Jain; Xiangbin Pan; Nicolas Noiseux; Karel Vik; Noedir A Stolf; Andrew Ritchie; Roberto R Favaloro; Sirish Parvathaneni; Richard P Whitlock; Yongning Ou; Mitzi Lawrence; Andre Lamy
Journal:  JAMA       Date:  2014-06-04       Impact factor: 56.272

8.  Chronic hyperglycemia is associated with acute kidney injury in patients undergoing CABG surgery--a cohort study.

Authors:  Mehmet Oezkur; Martin Wagner; Dirk Weismann; Jens Holger Krannich; Christoph Schimmer; Christoph Riegler; Victoria Rücker; Rainer Leyh; Peter U Heuschmann
Journal:  BMC Cardiovasc Disord       Date:  2015-05-12       Impact factor: 2.298

Review 9.  Diagnosis, evaluation, and management of acute kidney injury: a KDIGO summary (Part 1).

Authors:  John A Kellum; Norbert Lameire
Journal:  Crit Care       Date:  2013-02-04       Impact factor: 9.097

10.  Importance of RIFLE (Risk, Injury, Failure, Loss, and End-Stage Renal Failure) and AKIN (Acute Kidney Injury Network) in Hemodialysis Initiation and Intensive Care Unit Mortality.

Authors:  Iskender Kara; Fatma Yildirim; Esra Kayacan; Burcu Bilaloğlu; Melda Turkoglu; Gülbin Aygencel
Journal:  Iran J Med Sci       Date:  2017-07
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