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Relationship between platelet-related parameters and new-onset atrial fibrillation after coronary bypass surgery

SUMMARY

OBJECTIVE:

Inflammation plays a key role in the pathogenesis of postoperative atrial fibrillation after coronary artery bypass graft surgery. In this study, we aimed to investigate the changes in mean platelet volume and platelet values during the spring and autumn seasons in patients who underwent isolated coronary artery bypass graft surgery and the possible effect of these occurrences on postoperative atrial fibrillation.

METHODS:

Consecutive patients who underwent elective isolated coronary bypass surgery at our clinic in the spring and autumn months, between August 2020 and July 2022, were retrospectively included in this study. Variables were evaluated according to the spring and autumn seasons. Patients who did not develop in-hospital postoperative atrial fibrillation were identified as Group 1, and those who did constituted Group 2.

RESULTS:

A total of 622 patients were included in the study. The patients were divided into two groups: those who were operated on in the spring (n=277, median age=62 years, male gender ratio=77.3%) and those who were operated on in the autumn (n=345, median age=61 years, male gender ratio=81.4%). There was no statistically significant difference between the patients operated on in both seasons in terms of age, gender, hypertension rates, and the frequency of chronic obstructive pulmonary disease. In multivariate analysis, being over 70 years old (OR: 1.934, 95% confidence interval (CI) 1.489–2.995, p<0.001), having a left ventricular ejection fraction below 30% (OR: 1.550, 95%CI 1.190–2.236, p=0.012), and having chronic obstructive pulmonary disease (OR: 1.663, 95%CI 1.339–2.191, p<0.001) were found to be independent predictors in predicting the development of postoperative atrial fibrillation.

CONCLUSION:

In this study, we first demonstrated that mean platelet volume and platelet mass index values were higher in patients in the autumn months. Additionally, for the first time in the literature, we showed that there is a significant relationship between platelet mass index value and the development of postoperative atrial fibrillation in patients who underwent isolated coronary artery bypass graft.

KEYWORDS:
Platelets; Inflammation; Coronary artery bypass surgery; Atrial fibrillation

INTRODUCTION

Coronary artery disease (CAD) is a significant atherosclerotic cardiovascular disease and its appropriate treatment is of vital importance. Although endovascular interventions are increasing today, coronary artery bypass graft (CABG) surgery remains foremost. Although these operations are performed with high success rates, some postoperative complications may occur11 Ay D, Engin M, Sünbül SA, Ata F, Koloğlu RF, Ustundag Y, et al. Syndecan-1 as a marker to predict acute kidney injury after isolated coronary artery bypass graft operations. Rev Assoc Med Bras (1992). 2023;69(1):107-11. https://doi.org/10.1590/1806-9282.20220839
https://doi.org/10.1590/1806-9282.202208...
. One of the most critical complications is postoperative atrial fibrillation (PoAF), which is detected at a rate of 20–40% after CABG operations and is significant in that it causes heart failure, cerebrovascular events, and prolonged hospitalization22 Bramer S, Straten AH, Soliman Hamad MA, Berreklouw E, Martens EJ, Maessen JG. The impact of new-onset postoperative atrial fibrillation on mortality after coronary artery bypass grafting. Ann Thorac Surg. 2010;90(2):443-9. https://doi.org/10.1016/j.athoracsur.2010.03.083
https://doi.org/10.1016/j.athoracsur.201...
.

Inflammation plays a key role in the pathogenesis of PoAF. Platelets have an important place in the pathogenesis of inflammation, and mean platelet volume (MPV) is an important marker of platelet functions33 Zheng M, Chen S, Zhu Y, Gu X. Mean platelet volume: a new predictor of ischaemic stroke risk in patients with nonvalvular atrial fibrillation. BMC Cardiovasc Disord. 2020;20(1):241. https://doi.org/10.1186/s12872-020-01525-x
https://doi.org/10.1186/s12872-020-01525...
. Various studies have demonstrated the effects of platelet-related parameters on PoAF after CABG operations44 Şaşkın H, Düzyol Ç, Aksoy R, Özcan KS, Güngör B, İdiz M. Do preoperative C-reactive protein and mean platelet volume levels predict development of postoperative atrial fibrillation in patients undergoing isolated coronary artery bypass grafting? Postepy Kardiol Interwencyjnej. 2016;12(2):156-63. https://doi.org/10.5114/aic.2016.59366
https://doi.org/10.5114/aic.2016.59366...
. It has also been shown that there may be changes in MPV values depending on the seasons55 Buckley MF, James JW, Brown DE, Whyte GS, Dean MG, Chesterman CN, et al. A novel approach to the assessment of variations in the human platelet count. Thromb Haemost. 2000;83(3):480-4. PMID: 10744157.

In this study, we aimed to investigate the changes in MPV and platelet values, during the spring and autumn seasons, in patients who underwent isolated CABG surgery and the possible effect of these occurrences on PoAF.

METHODS

Consecutive patients who underwent elective isolated coronary bypass surgery at our clinic in the spring and autumn months, between August 2020 and July 2022, were retrospectively included in this study. Prior approval was obtained from the clinical research ethics committee of our hospital (2011-KAEK-25 2022/10-10). Demographic data (age, gender, chronic disease, etc.), preoperative blood values (hemoglobin, neutrophil, lymphocyte, platelet, MPV, urea, creatinine, etc.), operative characteristics (total perfusion time, cross-clamp time, etc.), and postoperative characteristics (PoAF development, etc.) of all patients during the perioperative period were recorded. After the exclusion criteria, a total of 622 consecutive patients were included in the study. Variables of the patients were evaluated according to spring and autumn seasons. Also, patients who did not develop in-hospital PoAF were identified as Group 1, and those who did constituted Group 2.

Statistical analysis

The SPSS 21.0 (IBM Statistical Package for the Social Sciences Statistic Inc., version 21.0, Chicago, IL, USA) computer program was used to analyze the data. Means and standard deviations (SDs) were calculated using descriptive methods for continuous and ordinal data. Kolmogorov-Smirnov test and Shapiro-Wilk test were used for normality distribution. For normally distributed data, Student's t-test was used, and the data were shown as mean±SD. For data that did not comply with normal distribution, the Mann-Whitney U test was used and the data were expressed as mean (minimum–maximum). Frequency and percentage analysis was performed for nominal data, and the chi-square test was used to compare these data. Multivariate logistic regression analysis was used to analyze the predictors of PoAF. For correlation analysis, Spearman correlation analysis was used. A p-value of less than 0.05 was considered statistically significant.

RESULTS

A total of 622 patients were included in the study. The patients were divided into two groups: those who were operated on in the spring (n=277, median age=62 years, male gender ratio=77.3%) and those who were operated on in the autumn (n=345, median age=61 years, male gender ratio=81.4%) (Table 1). There was no statistically significant difference between the patients operated on in both seasons in terms of age, gender, hypertension rates, diabetes mellitus, hyperlipidemia rates, and the frequency of chronic obstructive pulmonary disease (COPD). In addition, the ejection fractions, body mass indexes, white blood cell values, hematocrit values, and platelet counts of the patients operated on in both seasons were statistically similar. Only MPV and PMI values were statistically significantly higher in patients operated in the autumn (p<0.001 and p=0.005, respectively).

Table 1
Characteristics of patients according to spring and autumn seasons.

The patients included in the study were divided into two groups according to the development of PoAF (Group 1: those who did not develop PoAF and Group 2: those who developed PoAF) (Table 2). There were 419 patients in Group 1 and their median age was 62 (38–89) years, and there were 203 patients in Group 2 and their median age was 69 (41–85) years (p<0.001).

Table 2
Demographic data and perioperative characteristics of the patients according to the development of postoperative atrial fibrillation.

There was no difference between the groups in terms of gender, smoking, diabetes mellitus, hyperlipidemia rate, history of cerebrovascular accident, body mass index, white blood cell, hematocrit values, lymphocyte, neutrophil, MPV, urea, creatinine, and NLR values. In Group 2, the frequency of hypertension, COPD frequency, SYNTAX score I value, and PMI value were significantly higher, while the left ventricular ejection fraction (LVEF) value was significantly lower (p=0.023, p<0.001, p<0.001, p=0.026, and p=0.032, respectively) (Table 2).

Univariate and multivariate logistic regression analyses were performed to reveal the predictive factors for the development of PoAF (Table 3). In univariate analysis results, being over 70 years of age [odds ratio (OR): 2.845, 95% confidence interval (CI) 1.750–5.388, p<0.001], having hypertension (OR: 0.654 95%CI 0.358–0.845, p=0.028), having LVEF below 30% (OR: 1.959, 95%CI 1.360–3.070, p<0.001), having COPD (OR: 2.154, 95%CI 1.660–4.227, p<0.001), and having high SYNTAX score I (OR: 1.290, 95%CI 1.070–1.889, p<0.001) and PMI values (OR: 0.816, 95%CI 0.604–0.965, p=0.029) were found to be significantly correlated with PoAF. According to the results of multivariate analysis, being over 70 years old (OR: 1.934, 95%CI 1.489–2.995, p<0.001), having an LVEF below 30% (OR: 1.550, 95%CI 1.190–2.236, p=0.012), and having COPD (OR: 1.663, 95%CI 1.339–2.191, p<0.001) were found to be independent predictors in predicting the development of PoAF.

Table 3
Logistic regression analysis of risk factors for postoperative atrial fibrillation.

Correlation analysis was performed between platelet mass index (PMI) and SYNTAX score I value. As a result of the analysis, a weakly significant correlation was detected between the two values (r=0.185, p<0.001).

DISCUSSION

Coronary artery bypass surgery is performed with high success rates with the developing techniques today, and PoAF is an important problem that may occur after these operations. In this study, we investigated the risk factors for PoAF by dividing patients who underwent CABG according to the spring and autumn seasons. We did not detect any differences in PoAF rates between seasons in our study group. However, we found preoperative MPV and PMI values to be significantly higher in patients who operated in the autumn months. In our analysis to reveal PoAF risk factors, we revealed a significant relationship between PMI and PoAF. As a result of multivariate analysis, we determined that being over 70 years old, having an EF value below 30, and having COPD were independent predictors of PoAF.

It is known that there may be changes in hematological parameters depending on the seasons. For example, it has been shown that there are decreases in hematocrit values during the summer months. It has also been demonstrated that there are increases in platelet numbers and activation due to low air temperatures. Accordingly, it has been determined that coronary thromboembolism, cerebrovascular thrombosis, and peripheral thromboembolism increase in the winter months66 Maes M, Scharpé S, Cooreman W, Wauters A, Neels H, Verkerk R, et al. Components of biological, including seasonal, variation in hematological measurements and plasma fibrinogen concentrations in normal humans. Experientia. 1995;51(2):141-9. https://doi.org/10.1007/BF01929358
https://doi.org/10.1007/BF01929358...
. Another study showed that platelet counts were higher in the autumn months in the northern hemisphere than in the spring months55 Buckley MF, James JW, Brown DE, Whyte GS, Dean MG, Chesterman CN, et al. A novel approach to the assessment of variations in the human platelet count. Thromb Haemost. 2000;83(3):480-4. PMID: 10744157. We also found MPV and PMI values to be significantly higher in the autumn months in our study group. In a study that investigated PoAF status according to seasons, the most common PoAF rate was observed in the winter months. In this study, PoAF rates were found to be similar in spring and autumn, which is consistent with our study77 Ada F, Polat V. Is there a seasonal feature of new-onset atrial fibrillation after coronary artery bypass graft surgery? Cumhuriyet Med J. 2019;41(3):563-8. https://doi.org/10.7197/cmj.vi.610344
https://doi.org/10.7197/cmj.vi.610344...
.

Platelets have an important place in the pathogenesis of inflammation and thrombosis. Average platelet volume value has an important place in platelet activation. Large platelets secrete important mediators for coagulation, inflammation, thrombosis, and atherosclerosis. In this regard, it has been revealed that there may be a relationship between MPV and cardiovascular diseases88 Kaya MG, Yarlioglues M, Gunebakmaz O, Gunturk E, Inanc T, Dogan A, et al. Platelet activation and inflammatory response in patients with non-dipper hypertension. Atherosclerosis. 2010;209(1):278-82. https://doi.org/10.1016/j.atherosclerosis.2009.09.010
https://doi.org/10.1016/j.atherosclerosi...
. The effects of platelet-related factors on PoAF have been investigated in various studies in the literature.

In a retrospective study conducted by Erdem et al., 208 patients who underwent elective isolated CABG surgery were included. PoAF developed in 38 (22%) of the patients, and as a result of multivariate analysis, MPV (OR: 2.564, p=0.005) and CRP (OR:1.055, p=0.05) values were shown to be independent predictors for PoAF99 Erdem K, Ayhan S, Ozturk S, Bugra O, Bozoglan O, Dursin H, et al. Usefulness of the mean platelet volume for predicting new-onset atrial fibrillation after isolated coronary artery bypass grafting. Platelets. 2014;25(1):23-6. https://doi.org/10.3109/09537104.2013.767443
https://doi.org/10.3109/09537104.2013.76...
. In another study conducted by Şaşkın et al., 1,138 patients who underwent CABG surgery were included retrospectively. PoAF occurred in 294 patients (25.8%). In this study, it was concluded that there was a significant correlation between MPV values and PoAF55 Buckley MF, James JW, Brown DE, Whyte GS, Dean MG, Chesterman CN, et al. A novel approach to the assessment of variations in the human platelet count. Thromb Haemost. 2000;83(3):480-4. PMID: 10744157. In another study conducted by Özsin et al., 93 patients who underwent off-pump CABG surgery were included. In this study, MPV values were found to be higher in patients who developed PoAF, and no statistically significant difference was detected. In this study, only the age variable was shown to be an independent predictor for PoAF1010 Ozsin KK, Sanri US, Toktas F, Yavuz S. Relationship between red cell distribution width and mean platelet volume with new onset atrial fibrillation afteroff-pump coronary artery bypass grafting. Bratisl Lek Listy. 2018;119(6):335-40. https://doi.org/10.4149/BLL_2018_063
https://doi.org/10.4149/BLL_2018_063...
. In our study, we found that MPV values were higher in patients who developed PoAF. However, there was no statistically significant difference between the groups.

Platelet mass index is a parameter obtained by multiplying the average platelet volume and platelet count and is an important indicator of platelet activity1111 Günday M, Çiftçi Ö. Comparison of platelet mass index in on-pump and off-pump coronary artery bypass surgery. Heart Surg Forum. 2020;23(2):E154-9. https://doi.org/10.1532/hsf.2803
https://doi.org/10.1532/hsf.2803...
. A study revealed a significant relationship between high MPV values and the presence of atherosclerosis in psoriasis patients1212 Unal M. Platelet mass index is increased in psoriasis. A possible link between psoriasis and atherosclerosis. Arch Med Sci Atheroscler Dis. 2016;1(1):e145-9. https://doi.org/10.5114/amsad.2016.64444
https://doi.org/10.5114/amsad.2016.64444...
. In another study conducted by Korkmaz et al., the importance of PMI value in the treatment of premature retinopathy was investigated. At the end of the study, it was revealed that there was a significant decrease in PMI values in parallel with the improvement of retinopathy1313 Korkmaz L, Baştuğ O, Ozdemir A, Korkut S, Karaca C, Akin MA, et al. The efficacy of propranolol in retinopathy of prematurity and its correlation with the platelet mass index. Curr Eye Res. 2017;42(1):88-97. https://doi.org/10.3109/02713683.2016.1158272
https://doi.org/10.3109/02713683.2016.11...
. In a recent study by Guzelburc et al., the relationship between PMI and PoAF was investigated. A total of 848 consecutive patients who underwent CABG or valve surgery combined with CABG were included in the study. As a result of the analysis, the preoperatively calculated PMI value was shown to be an independent predictor for PoAF (OR: 1.01, p<0.01)1414 Guzelburc O, Zengin A, Karatas MB, Bayer Erdogan S, Emre A. Relationship between platelet mass index and postoperative atrial fibrillation after elective coronary artery bypass surgery: a retrospective study. Herz. 2023;48(4):309-15. https://doi.org/10.1007/s00059-022-05136-4
https://doi.org/10.1007/s00059-022-05136...
. In our study conducted on isolated CABG patients, although we did not find the PMI value as an independent predictor for the development of PoAF, we concluded that there was a significant positive correlation between the development of PoAF and the PMI value (OR: 0.816, p=0.029).

Hypertension is a factor that increases stress on the vascular wall. This situation triggers inflammation. Thus, the risk of PoAF increases in hypertensive patients1515 Savran M, Engin M, Guvenc O, Yüksek HF, Sünbül SA, Turk T, et al. Predictive value of HATCH scoring and waist-to-height ratio in atrial fibrillation following coronary artery bypass operations performed with cardiopulmonary bypass. J Saudi Heart Assoc. 2021;33(2):117-23. https://doi.org/10.37616/2212-5043.1246
https://doi.org/10.37616/2212-5043.1246...
. In our study, we found that there was a significant correlation (OR: 0.654, p=0.028) between hypertension and PoAF. With advancing age, increasing collagen deposits in cardiac tissues cause fibrosis, which leads to conduction problems. In addition, mobilization problems and noncompliance with breathing exercises in the postoperative period in elderly patient groups increase the risk of atrial fibrillation1616 Engin M, Ozsin KK, Savran M, Guvenc O, Yavuz S, Ozyazicioglu AF. Visceral adiposity index and prognostic nutritional index in predicting atrial fibrillation after on-pump coronary artery bypass operations: a prospective study. Braz J Cardiovasc Surg. 2021;36(4):522-9. https://doi.org/10.21470/1678-9741-2020-0044
https://doi.org/10.21470/1678-9741-2020-...
. Accordingly, in this study, we revealed that being over 70 years of age is a strong independent predictor of the development of PoAF (OR: 1.934, p<0.001).

Histopathological changes occur in the heart chambers due to reduced ejection fraction. Due to this situation, the risk of atrial fibrillation increases in patients with low ejection fraction1717 Lardizabal JA, Deedwania PC. Atrial fibrillation in heart failure. Med Clin North Am. 2012;96(5):987-1000. https://doi.org/10.1016/j.mcna.2012.07.007
https://doi.org/10.1016/j.mcna.2012.07.0...
. In a meta-analysis conducted by Yamashita et al., low EF was shown to be an important predictor for PoAF1818 Yamashita K, Hu N, Ranjan R, Selzman CH, Dosdall DJ. Clinical risk factors for postoperative atrial fibrillation among patients after cardiac surgery. Thorac Cardiovasc Surg. 2019;67(2):107-16. https://doi.org/10.1055/s-0038-1667065
https://doi.org/10.1055/s-0038-1667065...
. In our study, we found that the EF value below 30% was an independent predictor for PoAF (OR: 1.550, p=0.012). Pulmonary arterial pressures and right ventricular functions are affected due to COPD1919 López-Candales A, Rajagopalan N, Dohi K, Gulyasy B, Edelman K, Bazaz R. Abnormal right ventricular myocardial strain generation in mild pulmonary hypertension. Echocardiography. 2007;24(6):615-22. https://doi.org/10.1111/j.1540-8175.2007.00439.x
https://doi.org/10.1111/j.1540-8175.2007...
. For this reason, the risk of PoAF increases in COPD patients2020 Erdolu B, As AK, Engin M. The relationship between the HATCH score, neutrophil to lymphocyte ratio and postoperative atrial fibrillation after Off-Pump coronary artery bypass graft surgery. Heart Surg Forum. 2020;23(1):E088-92. https://doi.org/10.1532/hsf.2771
https://doi.org/10.1532/hsf.2771...
. In our study, we revealed that there is a significant relationship between the presence of COPD and PoAF, which is consistent with the literature.

Limitations

The most important limitation of this study is that it is a retrospective study. Additionally, this is a single-center study and the number of patients was limited.

CONCLUSION

In this study, we first demonstrated that MPV and PMI values were higher in patients in the autumn months. However, we concluded that there was no difference between the two seasons in terms of PoAF rates. Additionally, for the first time in the literature, we showed that there is a significant relationship between PMI value and the development of PoAF in patients who underwent isolated CABG.

  • ETHICS APPROVAL
    The study was approved by the Clinical Research Ethics Committee of Bursa Yuksek Ihtisas Training and Research Hospital (date: 05/10/2022, protocol number: 2011-KAEK-25 2022/10-10.)
  • Funding: none.

REFERENCES

  • 1
    Ay D, Engin M, Sünbül SA, Ata F, Koloğlu RF, Ustundag Y, et al. Syndecan-1 as a marker to predict acute kidney injury after isolated coronary artery bypass graft operations. Rev Assoc Med Bras (1992). 2023;69(1):107-11. https://doi.org/10.1590/1806-9282.20220839
    » https://doi.org/10.1590/1806-9282.20220839
  • 2
    Bramer S, Straten AH, Soliman Hamad MA, Berreklouw E, Martens EJ, Maessen JG. The impact of new-onset postoperative atrial fibrillation on mortality after coronary artery bypass grafting. Ann Thorac Surg. 2010;90(2):443-9. https://doi.org/10.1016/j.athoracsur.2010.03.083
    » https://doi.org/10.1016/j.athoracsur.2010.03.083
  • 3
    Zheng M, Chen S, Zhu Y, Gu X. Mean platelet volume: a new predictor of ischaemic stroke risk in patients with nonvalvular atrial fibrillation. BMC Cardiovasc Disord. 2020;20(1):241. https://doi.org/10.1186/s12872-020-01525-x
    » https://doi.org/10.1186/s12872-020-01525-x
  • 4
    Şaşkın H, Düzyol Ç, Aksoy R, Özcan KS, Güngör B, İdiz M. Do preoperative C-reactive protein and mean platelet volume levels predict development of postoperative atrial fibrillation in patients undergoing isolated coronary artery bypass grafting? Postepy Kardiol Interwencyjnej. 2016;12(2):156-63. https://doi.org/10.5114/aic.2016.59366
    » https://doi.org/10.5114/aic.2016.59366
  • 5
    Buckley MF, James JW, Brown DE, Whyte GS, Dean MG, Chesterman CN, et al. A novel approach to the assessment of variations in the human platelet count. Thromb Haemost. 2000;83(3):480-4. PMID: 10744157
  • 6
    Maes M, Scharpé S, Cooreman W, Wauters A, Neels H, Verkerk R, et al. Components of biological, including seasonal, variation in hematological measurements and plasma fibrinogen concentrations in normal humans. Experientia. 1995;51(2):141-9. https://doi.org/10.1007/BF01929358
    » https://doi.org/10.1007/BF01929358
  • 7
    Ada F, Polat V. Is there a seasonal feature of new-onset atrial fibrillation after coronary artery bypass graft surgery? Cumhuriyet Med J. 2019;41(3):563-8. https://doi.org/10.7197/cmj.vi.610344
    » https://doi.org/10.7197/cmj.vi.610344
  • 8
    Kaya MG, Yarlioglues M, Gunebakmaz O, Gunturk E, Inanc T, Dogan A, et al. Platelet activation and inflammatory response in patients with non-dipper hypertension. Atherosclerosis. 2010;209(1):278-82. https://doi.org/10.1016/j.atherosclerosis.2009.09.010
    » https://doi.org/10.1016/j.atherosclerosis.2009.09.010
  • 9
    Erdem K, Ayhan S, Ozturk S, Bugra O, Bozoglan O, Dursin H, et al. Usefulness of the mean platelet volume for predicting new-onset atrial fibrillation after isolated coronary artery bypass grafting. Platelets. 2014;25(1):23-6. https://doi.org/10.3109/09537104.2013.767443
    » https://doi.org/10.3109/09537104.2013.767443
  • 10
    Ozsin KK, Sanri US, Toktas F, Yavuz S. Relationship between red cell distribution width and mean platelet volume with new onset atrial fibrillation afteroff-pump coronary artery bypass grafting. Bratisl Lek Listy. 2018;119(6):335-40. https://doi.org/10.4149/BLL_2018_063
    » https://doi.org/10.4149/BLL_2018_063
  • 11
    Günday M, Çiftçi Ö. Comparison of platelet mass index in on-pump and off-pump coronary artery bypass surgery. Heart Surg Forum. 2020;23(2):E154-9. https://doi.org/10.1532/hsf.2803
    » https://doi.org/10.1532/hsf.2803
  • 12
    Unal M. Platelet mass index is increased in psoriasis. A possible link between psoriasis and atherosclerosis. Arch Med Sci Atheroscler Dis. 2016;1(1):e145-9. https://doi.org/10.5114/amsad.2016.64444
    » https://doi.org/10.5114/amsad.2016.64444
  • 13
    Korkmaz L, Baştuğ O, Ozdemir A, Korkut S, Karaca C, Akin MA, et al. The efficacy of propranolol in retinopathy of prematurity and its correlation with the platelet mass index. Curr Eye Res. 2017;42(1):88-97. https://doi.org/10.3109/02713683.2016.1158272
    » https://doi.org/10.3109/02713683.2016.1158272
  • 14
    Guzelburc O, Zengin A, Karatas MB, Bayer Erdogan S, Emre A. Relationship between platelet mass index and postoperative atrial fibrillation after elective coronary artery bypass surgery: a retrospective study. Herz. 2023;48(4):309-15. https://doi.org/10.1007/s00059-022-05136-4
    » https://doi.org/10.1007/s00059-022-05136-4
  • 15
    Savran M, Engin M, Guvenc O, Yüksek HF, Sünbül SA, Turk T, et al. Predictive value of HATCH scoring and waist-to-height ratio in atrial fibrillation following coronary artery bypass operations performed with cardiopulmonary bypass. J Saudi Heart Assoc. 2021;33(2):117-23. https://doi.org/10.37616/2212-5043.1246
    » https://doi.org/10.37616/2212-5043.1246
  • 16
    Engin M, Ozsin KK, Savran M, Guvenc O, Yavuz S, Ozyazicioglu AF. Visceral adiposity index and prognostic nutritional index in predicting atrial fibrillation after on-pump coronary artery bypass operations: a prospective study. Braz J Cardiovasc Surg. 2021;36(4):522-9. https://doi.org/10.21470/1678-9741-2020-0044
    » https://doi.org/10.21470/1678-9741-2020-0044
  • 17
    Lardizabal JA, Deedwania PC. Atrial fibrillation in heart failure. Med Clin North Am. 2012;96(5):987-1000. https://doi.org/10.1016/j.mcna.2012.07.007
    » https://doi.org/10.1016/j.mcna.2012.07.007
  • 18
    Yamashita K, Hu N, Ranjan R, Selzman CH, Dosdall DJ. Clinical risk factors for postoperative atrial fibrillation among patients after cardiac surgery. Thorac Cardiovasc Surg. 2019;67(2):107-16. https://doi.org/10.1055/s-0038-1667065
    » https://doi.org/10.1055/s-0038-1667065
  • 19
    López-Candales A, Rajagopalan N, Dohi K, Gulyasy B, Edelman K, Bazaz R. Abnormal right ventricular myocardial strain generation in mild pulmonary hypertension. Echocardiography. 2007;24(6):615-22. https://doi.org/10.1111/j.1540-8175.2007.00439.x
    » https://doi.org/10.1111/j.1540-8175.2007.00439.x
  • 20
    Erdolu B, As AK, Engin M. The relationship between the HATCH score, neutrophil to lymphocyte ratio and postoperative atrial fibrillation after Off-Pump coronary artery bypass graft surgery. Heart Surg Forum. 2020;23(1):E088-92. https://doi.org/10.1532/hsf.2771
    » https://doi.org/10.1532/hsf.2771

Publication Dates

  • Publication in this collection
    20 May 2024
  • Date of issue
    2024

History

  • Received
    17 Jan 2024
  • Accepted
    20 Jan 2024
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