Abstract
Background
The prognostic value of C-reactive protein/albumin ratio (CAR) is of import in cardiovascular diseases. Our aim was to evaluate the impact of the CAR in patients with asymptomatic abdominal aortic aneurysm (AAA) undergoing endovascular aneurysm repair (EVAR).
Material and Method
We retrospectively evaluated 127 consecutive patients who underwent technically successful elective EVAR procedure between December 2014 and September 2020. The optimal CAR cut-off value was determined by using receiver operating characteristic (ROC) curve analysis. Based on the cut-off value, we investigated the association of CAR with long-term all-cause mortality.
Results
32 (25.1%) of the patients experienced all-cause mortality during a mean 32.7 ± 21.7 months’ follow-up. In the group with mortality, CAR was significantly higher than in the survivor group (4.63 (2.60–11.88) versus 1.63 (0.72–3.24), p < 0.001). Kaplan–Meier curves showed a higher incidence of all-cause mortality in patients with high CAR compared to patients with low CAR (log-rank test, p < 0.001). Multivariable Cox regression analysis revealed that glucose ≥ 110 mg/dL (HR: 2.740; 95% CI: 1.354–5.542; p = 0.005), creatinine ≥ 0.99 mg/dL (HR: 2.957, 95% CI: 1.282–6.819, p = 0.011) and CAR > 2.05 (HR: 8.190, 95% CI: 1.899–35.320, p = 0.005) were the independent predictors of mortality.
Conclusion
CAR was associated with a significant increase in postoperative long-term mortality in patients who underwent EVAR. Preoperatively calculated CAR can be used as an important prognostic factor.
Introduction
Abdominal aortic aneurysm (AAA) is defined as a localized enlargement of the abdominal aortic diameter exceeding 3 cm or 1.5 times the normal diameter 1 Since its frequency increases with age, it also includes many morbidity factors.2,3 These aneurysms have been reported in 12% of men and 5.2% of women between the ages of 74–84 3 In terms of intervention, the treatment of AAA consists of two main approaches: open surgical repair (OSR) and endovascular aneurysm repair (EVAR).
With the technological developments and increasing experience in recent years, EVAR is the preferred method in anatomically suitable patients due to less blood transfusion requirement, lower early mortality rates, shorter hospital stay, and better patient comfort when compared to conventional surgery. 4 However, long-term survival in randomized trials trends slightly in favor of OSR relative to EVAR. 5 This situation increases the importance of determining prognostic factors that will predict short- and long-term results in patients undergoing EVAR.
Highly sensitive C-reactive protein (CRP) is one of the most specific biomarkers of systemic inflammation. Because of the pathogenic role of inflammation on AAA, serum CRP levels have been shown to predict the progression and severity of AAA. 6 In contrast to CRP, albumin decreases in the chronic inflammatory process as a negative acute phase reactant. 7
Accordingly, the CRP/albumin ratio (CAR) is more sensitive than either CRP or albumin alone in predicting inflammation, due to its opposite direction (increased CRP and decreased albumin). While inflammatory markers were evaluated in terms of AAA severity and prognosis, we aimed to evaluate the prognostic value of CAR on mortality in patients with AAA who underwent EVAR.
Methods
Study population
In this retrospective cohort, 147 consecutive patients who underwent EVAR due to infrarenal AAA in our clinic between December 2014 and September 2020 were evaluated. Thirteen patients were excluded due to ruptured AAA, five patients because of infectious AAA, and seven patients due to missing demographic data. After excluding these patients, a total of 127 technical success achieved patients (116 males and 11 females; mean age (69.3 ± 8.0)) were accepted as the study population. All patients were evaluated by the heart team before the procedure. A consensus was reached for the treatment strategy according to the European Society of Cardiology guidelines. 8 Before the procedure, patients had computed tomography (CT) angiography, and after determining whether they were anatomically suitable for endovascular repair, the necessary measurements were made and the appropriate size stent-graft was selected. The procedures were performed under appropriate sterilization conditions and general anesthesia in the interventional cardiology department by a team of two experienced invasive cardiologists, a cardiovascular surgeon, and an anesthesiologist. The technical success was defined as no intraoperative mortality or switch to open procedure, absence of type I and type III leaks, patency of the renal and hypogastric arteries, absence of iliac stenosis or impaired lower limb circulation. All patients were observed in the intensive care unit after the procedure. The study was approved by the local ethics committee and was conducted in accordance with the requirements of the Declaration of Helsinki.
Data collection
The follow-up files of the patients were analyzed retrospectively, and the age, gender, height, weight, laboratory results before the procedure, smoking status, comorbidities, echocardiographic parameters, aneurysm diameter, procedure date, procedure duration, graft type, intensive care unit, and in-hospital mortality and the length of stay were investigated. The comorbidities were defined as follows: hypertension (HT) as use of antihypertensive drugs; systolic blood pressure ≥ 140 mm Hg and/or diastolic blood pressure ≥ 90 mm Hg; diabetes mellitus (DM) as use of insulin or antidiabetic drugs; fasting blood glucose value ≥ 126 mg/dL and/or HbA1c value ≥ 6.5%; hyperlipidemia (HL) as use of cholesterol-lowering drugs and/or low-density lipoprotein cholesterol (LDL-C) value ≥ 140 mg/dL; chronic obstructive pulmonary disease (COPD) as chronic bronchitis or emphysema; congestive heart failure (CHF) as ejection fraction < 50% in preoperative echocardiography; coronary artery disease (CAD) as history of angina pectoris, myocardial infarction, or coronary revascularization; peripheral artery disease (PAD) as previous peripheral artery revascularization; arterial disease detected with Doppler ultrasound; presence of lower limb claudication; cerebrovascular accident (CVA) as stroke or history of transient ischemic attack; and chronic renal failure (CRF) as an estimated glomerular filtration rate (eGFR) ≤ 60 mL/min.
Biochemical analysis
All biochemical analyses were measured before the EVAR procedure. Fasting blood glucose, creatinine and complete blood count, total cholesterol, low-density lipoprotein (LDL) cholesterol, high-density lipoprotein (HDL) cholesterol, and triglycerides (TG) were measured after a fasting between six to 8 hours. Blood samples were taken from the brachial veins. Laboratory parameters including serum CRP and albumin levels were measured using a Roche Diagnostics Cobas 8000 c502 analyzer (Roche Diagnostics). CAR was calculated as the ratio of CRP (mg/dL) to albumin level (mg/dL).
Endpoints and follow-up
Patients were followed from the date of EVAR procedures until September 2020 and were censored at the time of death or the last known follow-up. The mean follow-up duration was 32.7 ± 21.7 months. The endpoint of the study was the long-term all-cause mortality. Survival data of the patients were obtained from the electronic hospital system or the National Population Registry. The patients were divided into two groups, group 1 survivor patients and group 2 patients with mortality.
Statistics
Data was analyzed using the Statistical Package for the Social Sciences, version 24.0 (SPSS Inc., Chicago, Illinois, USA). Whether the variables show normal distribution, visual (histograms and probability curves) and analytical methods (KolmogorovSimirnov and ShapiroWilk) were evaluated. Numerical variables showing normal distribution were expressed as mean ± standard deviation (SD), numerical variables not showing normal distribution were expressed as median (interquartile range) and categorical variables as percentage (%). Numerical variables such as CAR were evaluated using Student t-tests and the MannWhitney U-test between the two groups. Chi-square or Fisher’s exact test were used to compare categorical variables. Receiver operating characteristic (ROC) curves were generated to investigate the prognostic accuracy of CAR for all-cause mortality. Event-free survival curves were constructed using the Kaplan–Meier method and compared using the log-rank test. Univariable and multivariable Cox proportional hazards models were used to calculate hazard ratios (HRs) and 95% confidence intervals (95% CI) for clinical endpoints. Throughout the present study, a p value of < 0.05 was considered significant.
Results
Characteristics of all-cause mortality and survivor patients undergoing EVAR.
Data are presented as percentage, mean ± standard deviation, or median (interquartile range).
PCI: percutaneous coronary intervention; CABG: coronary artery bypass graft; LV: left ventricular; LDL-C: low-density lipoprotein cholesterol; HDL-C: high-density lipoprotein cholesterol; CAR: C-reactive protein to albumin ratio; AAA: abdominal aortic aneurysm; ICU: intensive care unit.

CRP-to-albumin ratios of patients with and without mortality.
Univariable COX regression analysis to determine independent predictors of mortality in patients undergoing EVAR.
HR: hazard ratio; CI: confidence interval; LV: left ventricular; LDL-C: low-density lipoprotein cholesterol; HDL-C: high-density lipoprotein cholesterol; CAR: C-reactive protein to albumin ratio; AAA: abdominal aortic aneurysm.

ROC curve for CAR for detecting all-cause mortality in patients undergoing EVAR.
Multivariable Cox proportional hazard model of all-cause mortality.
HR: hazard ratio; CI: confidence interval. COPD: chronic obstructive pulmonary disease; LVEF: left ventricular ejection fraction; CAR: C-reactive protein to albumin ratio; AAA: abdominal aortic aneurysm.
Comparison of procedural and post-procedural characteristics of patient groups divided according to CAR cut-off value.
Data are presented as percentage, mean ± standard deviation, or median (interquartile range).
CRP: C-reactive protein; ICU: intensive care unit.
Kaplan–Meier cumulative survival curves for all-cause mortality in patients classified using the CAR cut-off values were presented in Figure 3. Kaplan–Meier curves showed a higher incidence of all-cause mortality in patients with high CAR compared to patients with low CAR (Log-rank test, p < 0.001). Kaplan–Meier curve for determining all-cause mortality.
Discussion
In this study, we investigated the prognostic effect of CAR on the all-cause mortality in patients who underwent EVAR with technical success. After a long-term follow-up, patients with all-cause mortality had significantly higher CAR. CAR > 2.05, glucose and creatinine levels were found to be independent predictors of mortality. It predicted mortality with 93.8% sensitivity and 57.9% specificity. The high group of CAR had longer ICU stays and hospital stays.
Abdominal aortic aneurysm (AAA) is a very common disease, especially in men older than 65 years old. 9 In recent years, EVAR has become an effective treatment option in the treatment of AAA, especially in elderly patients with high surgical risk, and more than 70% of the patients are treated by the endovascular method. 10 Previous studies have shown that long-term survival in patients who survive AAA repair was worse than in the age- and sex-matched population and that long-term mortality was predominantly attributable to the concomitant chronic diseases.11,12 Our study population also had high comorbidity rates (62.2% HT, 44.9% CAD, 30.7% HL, 23.6% DM, 15.7% COPD, and 15% CRF) and a long-term mortality rate of 25.1%. Our mortality rate was similar to EVAR studies in the literature. In another study conducted by O'Driscoll et al., which evaluated the relationship between preop transthoracic echocardiographic data and mortality in EVAR patients, reported a 28.6% mortality rate after 3.2 ± 1.5 years of follow-up and showed the relationship between low left ventricular ejection fraction and long-term mortality. 13 In our study, we found significantly lower ejection fraction values in patients with mortality when compared to other patients (51.0 ± 11.0 vs 57.3 ± 7.8, p = 0.003). In the study of Jeon-Slaughter et al., in which they investigated the effect of aneurysm diameter on long-term survival in patients who underwent EVAR, mortality rate was 41.2% in 325 EVAR patients followed for a mean of 45.5 ± 29.2 months. In the study, it was concluded that the aneurysm diameter was significantly associated mid-term survival after EVAR, but not an independent predictor of long-term mortality. 14 In our study, although a higher mean aneurysm diameter was observed in the mortality group compared to the other group, this difference did not reach the limit of significance (65.2 ± 11.2 mm versus 69.4 ± 12 mm, p = 0.075).
Consensus guidelines recommend preoperative risk stratification of patients with AAA to optimize patient care and prevent complications, including mortality.15,16 Risk prediction based on clinical risk factors alone have limitations and existing models for elective AAA repair fail to predict outcome with sufficient accuracy to be widely adopted into routine clinical practice.17,18 Therefore, it is essential for researchers to find new markers to improve their risk estimation. In our study, we tested the utility of CAR in risk classification.
Inflammation is known as an important risk factor for cardiovascular diseases. 19 The “degenerative” form of AAA is thought to be a chronic disease of the media artery layer. 20 Indeed, inflammatory processes play an important role in the formation of this type of aneurysm, sharing a possible etiopathogenic origin with other diseases of atherosclerosis. In this context, it has been reported that proinflammatory cytokines are overexpressed in aneurysmal tissues. 21 Indeed, the plasma concentration of interleukin-8 has been associated with the diameter of the aneurysm, tumor necrosis factor with the symptoms of AAA, and interferon-γ with the expansion of AAA.22,23 Many previous studies have attempted to verify that the CRP value can be an indicator of AAA progression and rate of expansion.24,25 Tryfon et al. reported that CRP was primarily associated with aneurysmal size. 26 Joaquin et al. confirmed a statistical relationship between AAA diameter and CRP levels. The authors reported that the aortic diameter increased in relation to the CRP level and that the CRP level was the only factor associated with the initial diameter and the variation of enlargement. 25 These suggest that chronic systemic inflammatory mechanisms, similar to the formation of atherosclerotic plaques, may play a role in the formation of “degenerative” aneurysms.
Albumin is produced in the liver and has antioxidant activity. 27 In contrast to CRP, albumin is reduced by inflammatory agents, including IL-6, as a negative acute phase response protein in the chronic inflammatory process. 28 A decrease in serum albumin level causes an increase in blood viscosity and deterioration in endothelial functions. 29 Inagaki et al. associated preoperative hypoalbuminemia with poor clinical outcomes after open and endovascular abdominal aortic aneurysm repair. 30 Max Wohlauer et al. found that hypoalbuminemia was associated with short- and long-term mortality after endovascular abdominal aortic aneurysm repair. 31 Demir et al. found that malnutrition had a significant effect on postoperative long-term mortality in EVAR patients. 32
Acute-phase reactants are not responsive to each inflammatory condition to a similar degree. Therefore, different prognostic scores were determined to provide more stable regulation. CAR, as a single inflammatory index, is superior to CRP and albumin alone. In previous studies, CAR had a more valuable prognostic factor to reflect the inflammatory state in different inflammatory diseases. Fairclough et al. found that CAR had a favorable prognostic value in elderly patients in acute exacerbations of chronic disease. 33 Moreover, CAR has been shown to be a better parameter than CRP alone for predicting long-term mortality in patients in intensive care units. 34
CAR has also been studied in cardiovascular diseases, particularly atherosclerotic coronary artery disease. CAR has been independently associated with in-hospital and short-term MACEs in patients with acute coronary syndrome. 35 Additionally, in other studies, it was found that there was a relationship between pre-procedural CAR and the severity of the disease in patients with ACS and stent restenosis in patients with ST-segment elevation myocardial infarction.36,37 Kahraman et al. revealed that CAR had a significant effect on prognosis in patients who underwent aortic valve replacement surgery. 38 It has been shown that CRP predicted mortality after transcatheter aortic valve implantation and the long-term results of percutaneous coronary intervention. 39
According to the previously reported data, the increased inflammation critically affects the vascular endothelium and triggers atherosclerosis. Thus, aneurysm damage can be seen more prominently, and its progression and prognosis may be worse. As expected, our study showed that higher inflammatory status was associated with poor prognosis. In previous studies, increased CRP was found to be associated with poor prognosis in AAA patients undergoing EVAR. 40 In our study, the prognostic value of CAR in mortality after EVAR was evaluated. To the best of our knowledge, our study is the first to show this subject in the literature, and the high inflammatory state affected mortality in AAA patients who underwent EVAR.
In our study, we found 30-day mortality in 6 (4.0%) patients, of which 4 (2.7%) were in-hospital. Two patients died due to heart failure, two patients due to pneumonia, one patient due to multi-organ failure, and one patient due to septic shock. Patients with high CAR had higher 30-day mortality rates than those with low levels (p = 0.003).
In the light of the data, CAR is an easy, cheap, and fast prognostic risk score to identify high-risk patients for EVAR. Tighter perioperative and long-term postoperative cardiological follow-up of patients with high CAR before the procedure and more aggressive medical treatment would be the right approach. However, large-scale studies are needed to evaluate the effect of CAR on clinical adverse events in patients with AAA after EVAR.
Study limitations
The main limitation of the study was relatively small sample size. The lack of data about the certain reasons of mortality was the other limitation due to the retrospective nature of the study. The CAR-related cardiovascular events other than mortality were not investigated as the other limitation.
Conclusion
CAR is a novel prognostic marker in patients undergoing EVAR. This is a rapid, easy, and cheap prognostic determinant in those patients. It is also an independent predictor of mortality in EVAR patients.
Footnotes
Authorship contributions
Concept—G.D. and A.R.D.Design—G.D. and A.R.D.Supervision—B.E., Ö.Ç., and M.E.Materials—U.B., Y.A., S.T.K., K.M.S., and T.A.Data—U.B., Y.A., S.T.K., K.M.S., and T.A.Analysis—G.D. and A.R.D.Literature search—G.D. and Ö.Ç.Writing—G.D.Critical revision—Ö.Ç. and M.E.
Conflict-of-interest
The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Funding
The author(s) received no financial support for the research, authorship, and/or publication of this article.
Ethics Committee Approval
Ethics committee approval was received for this study from the Ethics Committee of University of Health Sciences İstanbul Mehmet Akif Ersoy Thoracic and Cardiovascular Surgery Training and Research Hospital.
