IMPACT OF DIABETES MELLITUS ON MICROVASCULAR MYOCARDIAL PERFUSION AND LEFT VENTRICULAR REMODELING IN PATIENTS WITH ACUTE MYOCARDIAL INFARCTION TREATED WITH PRIMARY CORONARY INTERVENTION | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Al-Azhar Medical Journal | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Article 14, Volume 49, Issue 1, January 2020, Page 149-160 PDF (565.2 K) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Document Type: Original Article | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
DOI: 10.21608/amj.2020.67546 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
View on SCiNiTO | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Authors | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Sameh Refaat Allam; El-Sayed Ali Abdo El-Marghany; Omar Ahmed Helmi | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Cardiology Department, Al-Azhar Faculty of Medicine | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Abstract | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Background: Diabetes mellitus (DM) is associated with a greater risk of cardiovascular disease and almost one third of patients with acute myocardial infarction (AMI) may have undiagnosed DM on admission. DM is associated with abnormal endothelial function, increased inflammatory response, increased platelets and leukocytes plugging and seems to be an important factor deteriorating microvascular reperfusion in acute phase of MI. Objective: The purpose of this study was to evaluate the impact of diabetes mellitus on: (1) Myocardial microvascular reperfusion after primary PCI in patients with acute myocardial infarction utilizing two well validated measures of myocardial reperfusion, resolution of ST- segment elevation and myocardial blush grade (MBG) and (2) Left ventricular systolic function recovery and incidence of remodeling after primary PCI in patients with acute myocardial infarction. Patients and Methods: The study population consisted of 100 patients with STEMI (50 diabetic and 50 non-diabetic) conducted at coronary care unit of El-Zyton specialized hospital .All patients underwent Primary percutaneous coronary intervention (1ry PCI), ECG (pre and post PPCI) to assess ST segment resolution and Conventional 2D echocardiography to asses left ventricular ejection fraction ( LVEF) (by M-Mode and Simpson rule), end diastolic volume (EDV) and end systolic volume (ESV) and wall motion score index(WMSI) was done within 72hr of admission and after 3 months later and patients with LV remodeling, i.e. an increase >20% in LV end-diastolic volume (LVEDV), were identified. Results: No significant difference was found regarding baseline demographic, clinical and lab data except in dyslipidemic number of patients (92% in diabetic group vs. 36% in non-diabetic group. There was a statistically significant difference between both studied groups as regard ECG post PPCI finding, no significant difference between 2 groups as regard baseline ECHO (EF by M-Mode, EF by Simpsons rule, LVEDV, LVESV, E/A ratio, deceleration time (DT) and wall motion score index). As regard coronary angiography and 1ry PCI data there was a significant difference between diabetic and non-diabetic group as regard number of diseased vessel and myocardial blush grade (MBG): MBG(0) was 1 % in diabetic group and was 1% in non-diabetic group, MBG (1) was 12 % in diabetic group and was 4% in non-diabetic group ,MBG(2) was 48 % in diabetic group and was 14% in non-diabetic group and MBG(3) was 38 % in diabetic group and was 80% in non-diabetic group . Conclusion: The microvascular reperfusion in STEMI patients with diabetes was worse than STEMI patients without diabetes. The incidence of remodeling was more in STEMI patients with diabetes than STEMI patients without diabetes. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Keywords | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Acute coronary syndromes; Acute myocardial infarction; Antithrombotic therapy; Fibrinolysis; Ischemic heart disease; Primary percutaneous coronary intervention; Reperfusion therapy; ST-segment elevation | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Full Text | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
IMPACT OF DIABETES MELLITUS ON MICROVASCULAR MYOCARDIAL PERFUSION AND LEFT VENTRICULAR REMODELING IN PATIENTS WITH ACUTE MYOCARDIAL INFARCTION TREATED WITH PRIMARY CORONARY INTERVENTION By
Sameh Refaat Allam, El-Sayed Ali Abdo El-Marghany and Omar Ahmed Helmi Cardiology Department, Al-Azhar Faculty of Medicine E-mail: d.omarhelmy@gmail.com ABSTRACT Background: Diabetes mellitus (DM) is associated with a greater risk of cardiovascular disease and almost one third of patients with acute myocardial infarction (AMI) may have undiagnosed DM on admission. DM is associated with abnormal endothelial function, increased inflammatory response, increased platelets and leukocytes plugging and seems to be an important factor deteriorating microvascular reperfusion in acute phase of MI. Objective: The purpose of this study was to evaluate the impact of diabetes mellitus on: (1) Myocardial microvascular reperfusion after primary PCI in patients with acute myocardial infarction utilizing two well validated measures of myocardial reperfusion, resolution of ST- segment elevation and myocardial blush grade (MBG) and (2) Left ventricular systolic function recovery and incidence of remodeling after primary PCI in patients with acute myocardial infarction. Patients and Methods: The study population consisted of 100 patients with STEMI (50 diabetic and 50 non-diabetic) conducted at coronary care unit of El-Zyton specialized hospital .All patients underwent Primary percutaneous coronary intervention (1ry PCI), ECG (pre and post PPCI) to assess ST segment resolution and Conventional 2D echocardiography to asses left ventricular ejection fraction ( LVEF) (by M-Mode and Simpson rule), end diastolic volume (EDV) and end systolic volume (ESV) and wall motion score index(WMSI) was done within 72hr of admission and after 3 months later and patients with LV remodeling, i.e. an increase >20% in LV end-diastolic volume (LVEDV), were identified. Results: No significant difference was found regarding baseline demographic, clinical and lab data except in dyslipidemic number of patients (92% in diabetic group vs. 36% in non-diabetic group. There was a statistically significant difference between both studied groups as regard ECG post PPCI finding, no significant difference between 2 groups as regard baseline ECHO (EF by M-Mode, EF by Simpsons rule, LVEDV, LVESV, E/A ratio, deceleration time (DT) and wall motion score index). As regard coronary angiography and 1ry PCI data there was a significant difference between diabetic and non-diabetic group as regard number of diseased vessel and myocardial blush grade (MBG): MBG(0) was 1 % in diabetic group and was 1% in non-diabetic group, MBG (1) was 12 % in diabetic group and was 4% in non-diabetic group ,MBG(2) was 48 % in diabetic group and was 14% in non-diabetic group and MBG(3) was 38 % in diabetic group and was 80% in non-diabetic group . Conclusion: The microvascular reperfusion in STEMI patients with diabetes was worse than STEMI patients without diabetes. The incidence of remodeling was more in STEMI patients with diabetes than STEMI patients without diabetes. Keywords: Acute coronary syndromes, Acute myocardial infarction, Antithrombotic therapy, Fibrinolysis, Ischemic heart disease, Primary percutaneous coronary intervention, Reperfusion therapy, ST-segment elevation.
INTRODUCTION Cardiovascular disease (CVD) is the leading cause of morbidity and mortality among people with diabetes mellitus, who have a risk of cardiovascular mortality two to four times greater than that of people without diabetes. Diabetes mellitus (DM) in patients after acute myocardial infarction (MI) has been shown to be a strong predictor of short-and long-term mortality .It has also been recognized that DM is associated with an increased rate of post-infarction heart failure (HF) (Preis et al.,2009). The assessment of microvascular perfusion and integrity is integral for risk stratification in patients with AMI, especially after primary PCI, in whom TIMI-3 is restored in more than 90% of patients. In this regard, prior studies have demonstrated the prognostic utility of both ST segment resolution (STR) and MBG in this setting. The electrocardiographic STR has been shown to be related to cell membrane integrity and myocyte function. Conversely, the angiographic measure of MB reflects anatomic microvascular patency (Andrade et al., 2013). Progressive HF after acute MI in non-diabetic patients is mainly related to left ventricular (LV) remodeling, which is a complex process influenced by multiple factors including micro vascular reperfusion (Lamblin et al .,2012). The present study aimed to evaluate the impact of diabetes mellitus on myocardial reperfusion after primary PCI in patients with acute myocardial infarction utilizing, resolution of ST- segment elevation and myocardial blush grade (MBG) and to evaluate the impact of diabetes mellitus on left ventricular remodelling using 2-D echocardiography. PATIENTS AND METHODS This study was a single centre, cross sectional, comparative study, conducted at coronary care unit of El-Zyton specialized hospital – Cairo – Egypt, during the period from October 2018 to May 2019. One hundred patients (50 diabetic patients and 50 non diabetic patients) with first attack STEMI treated by primary percutaneous coronary intervention (PCI) were enrolled in the study. Exclusion criteria: Patients with previous myocardial infarction, patients with ischemic cardiomyopathy, patients with previous CABG, conditions on ECG confounding the interpretation including left bundle branch block (LBBB), pacing and ectopy, patient with pervious PCI, patients with bad echo window or when complete echo study cannot be done, lost patients during the follow-up period, Rhythm other than sinus Rhythm, patients with significant valvular, myocardial or pericardial diseases and patient received pharmacological reperfusion therapy. All patients were subjected to the following: full history taking, complete general and local examination. Blood samples were taken upon admission for measurement of blood creatinine level and ECG. Echocardiography: Conventional transthoracic echocardiographic had been performed during the first 72 hrs of hospitalization and three months later. All patients were examined in left lateral position using (Philips, GE vivid S5-3 MHz transducers, China ) Global LV systolic function: The end-diastolic volume (EDV), end-systolic volume (ESV) and LV ejection fraction (EF) will be used to express the LV global systolic function. It was calculated from the apical two and/or four chamber 2-D study using modified Simpson method. LV remodeling was defined as a significant LV dilation (an increase in EDV ≥ 20%) based on repeated measurements in individual patients (Lamblin et al., 2012). Diastolic function: Doppler echocardiography was used to assess parameters of diastolic function including E/A ratio (early E-wave to late A-wave LV filling), E-wave deceleration time (DCT E) and isovolumetric relaxation time (IVRT). Diastolic dysfunction was diagnosed based on criteria defined by the European Study Group on Diastolic Heart Failure: IVRT > 92–105 ms; E/A ratio < 1–0.5; DCT E > 220–280 ms according to age in the presence of preserved LV systolic function (EF > 45%) ( Choe et al., 2017). Reperfusion strategy: All the patients were subjected to reperfusion by PCI. All patients received Aspirin (300 mg), nitroglycerin infusion and oxygen supplementation when needed. Anti-coagulation with unfractionated heparin was routinely given (80-100 unit/kg), and patients received Clopidogrel (loaded with 600 mg at the opinion discretion, followed by 75 mg per day) in addition to conventional treatment (Beta- blocker, nitrates, ACEI and statin). Right femoral artery puncture (using Seldinger’s technique) was done. TIMI flow grade was evaluated from the baseline coronary angiogram and after the completion of coronary angioplasty. Myocardial Blush Grade (MBG) was assessed, and Blush was graded according to dye density score: 0 — no myocardial blush or no persistent blush, 1 — minimal blush, 2 — moderate blush but less that obtained during angiography of contralateral or ipsilateral non infarct-related artery, and 3 — normal myocardial blush (Gargiulo et al., 2016). Statistical analysis: Statistical presentation and analysis of the present study was conducted, using the mean, standard Deviation range, median and frequency. Analysis done by Mann-Whitney test, Independent samples Student's t-test, Chi-square test (Linear-by-Linear association) and chi-square tests by (IBM SPSS Statistics for Windows, Version 20.0. Armonk, NY: IBM Corp.). P-value of < 0.05 was considered statistically significant.
RESULTS
This study was conducted prospectively on 100 (50 diabetic and 50 non diabetic) patients with STEMI subjected to primary PCI. The general characteristics (risk factors, age and gender) of the patient population were set out in (Table 1).
Table (1): Comparative analysis between diabetic group and non-diabetic group in relation to demographic characteristics of study
Regarding MBG, there was a significant difference between diabetic and non-diabetic group: MBG (0) was 1 % in diabetic group versus 1% in non-diabetic group, MBG (1) was 12 % in diabetic group versus 4% in non-diabetic group, MBG (2) was 48 % in diabetic group versus 14% in non-diabetic group and MBG (3) was 38 % in diabetic group versus 80% in non-diabetic group with p-value (0.001) (Figure 1).
Figure (1): Comparative analysis between diabetic and non diabetic groups in relation to myocardial blush grade of study
ST segment resolution after PPCI: Mean value of ST elevation after primary PCI was 4 (1-6) mv in diabetic group versus 3 (2-6) mv in non-diabetic group. ST segment resolution after primary PCI was 1.25 (0-4) mv in diabetic group versus 2.5 (1-4) mv in non-diabetic group (Figure 2).
Figure (2): Comparative analysis between diabetic and non diabetic groups in relation to ECG resolution of study
Baseline echocardiographic assessment: There was no statistically significant difference between diabetic and non-diabetic patients at basic conventional echo (Table 2).
Table (2): Comparative analysis between diabetic and non-diabetic groups in relation to echocardiographic parameters basic post myocardial infarction
Three months follow up echocardiographic assessment showed no significant differences between the 2 groups as regards LVEDD, LVEDV, LVESV, E/A ratio and DCT (ms) (Table 3).
Table (3): Comparison between diabetics and non-diabetics regarding the 3-month follow up echocardiographic data.
There was a significant difference between the 2 groups as regard EF by M-mode: It was 53 (37-76) % in diabetic group versus 54.5 (47-76) % in non-diabetic group and EF by Simpsons rule was 48.5 (30-63) % in diabetic group versus 52 (37-65) % in non-diabetic group (Figure 3).
Figure (3): Comparison between diabetics and non-diabetics regarding the 3-month follow up EF by M-Mode and Simpson role.
There was a significant difference between diabetic and non-diabetic group as regard WMSI was 1.24(1.06-1.47) in diabetic group versus 1.15(1-1.41) % in non-diabetic group LV remodeling was observed in (38%) patients with DM versus (16%) patients of the non-DM group (Figure 4).
Figure (4): Comparative analysis between diabetic and non-diabetic groups regarding LV remodeling within three months of study
DISCUSSION There was no significant difference between diabetic and non-diabetic group regarding age and sex. There were 71 males (33 diabetic& 38 non diabetic) and 29 females (17 diabetic& 12 non diabetic) with a mean age of diabetic patients 54.60±.77years and non-diabetic 55.56± 9.87 which agreed with Araszkiewicz et al. (2014). Regarding hypertension (HTN), family history and smoking there was no significant difference between diabetic and non-diabetic group which agree with Araszkiewicz et al. (2014) detected that no significant difference was found between diabetics and non-diabetics regarding baseline clinical characteristics. Our results revealed that diabetic patients had impaired myocardial reperfusion after primary PCI in comparison to non-diabetic patients as measured by MBG .This was in agreement with Verouden et al. (2010) and Andrade et al.(2013) who compared myocardial reperfusion after successful primary PCI in patients with ST-elevation myocardial infarction versus non diabetic.Patients with diabetes mellitus were more frequently had reduced MBG and incomplete ST-segment resolution compared with non-diabetic patients . Contrary to our results regarding to MBG data reported by Brener et al (2012) found that there were no differences in MBG between patients with and without DM. This was due to their wider study population. Regarding ST segment resolution, there was significant difference between diabetic and non-diabetic group which was incomplete resolution (<70%) in 70% of diabetics with complete resolution in 58% of non-diabetic patients. This was in agreement with Antoniucci et al. (2004) who studied the impact of diabetes mellitus on effectiveness of reperfusion and outcome of patients undergoing primary PCI for acute myocardial infarction. There was no significant difference between two groups regarding baseline conventional 2D echo Doppler parameters (EF%, LVEDV, LVESV, E/A ratio and deceleration time). This concordant with Araszkiewicz et al. (2014) and Amira et al. (2016) who found that there was no statistically significant difference between diabetic and non-diabetic patients as regarding LVEDV, LVESV, EF or WMSI. Also, Shah et al. (2011) demonstrated no difference in changes in LV volumes and LVEF from baseline to 1-month and from 1-month to 20-month follow up between patients with and without diabetes. This was in disagreement with Georgette et al. (2015) who founded that after STEMI, diabetic patients showed more impaired LV EDV and WMSI. This may be due to different inclusion and exclusion criteria, wider study population and different demographic criteria. There was a significant difference between diabetic and non-diabetic group regarding follow up echo parameters after 3 months (EF% by M-Mode and Simpson rule, LVESD, WMSI). This was in agreement with Araszkiewicz et al. (2014) and Choe et al. (2017). Also in our study, the estimated percentage of remodeling among all study population was 27% with significant difference between diabetic and non-diabetic group. This was in disagreement with Araszkiewicz et al. (2014).This may be due to different inclusion and exclusion criteria and different demographic criteria. CONCLUSION The microvascular reperfusion in STEMI patients with diabetes was worse than STEMI patients without diabetes. The incidence of remodeling was more in STEMI patients with diabetes than STEMI patients without diabetes. LIMITATIONS There were some limitations in our study: First, it included a single medical center (El-Zyton specialized center). Second, small number of patients included in the study (100 patients). Third, our results cannot be directly extrapolated to other subgroup of patients, such as those treated with thrombolytic therapy. REFERENCES
تأثیر مرض السکرى على إعادة الترویة القلبیة وإعادة بنیة البطین الأیسر بعد العلاج التداخلى الأولى للشرایین التاجیة فى مرضى إحتشاء عضلة القلب الحاد سامح رفعت علام، السید علی عبده المرغنی، عمر أحمد حلمی عبد الرحمن قسم القلب، کلیه طب الأزهر خلفیة البحث: مرضی السکری یعانون من إرتفاع معدلات الإصابة بأمراض القلب حیث وجد أن ثلث عدد المرضی المصابین باحتشاء عضلة القلب الحاد یعانون من مرض سکری غیر مشخص. ویصاحب مرض السکری إرتفاعاً فی معدل التصاق الصفائح الدمویة وکرات الدم البیضاء ویعتبر عاماً أساساً فی التأثیر علی إعادة الترویة القلبیة بعد إحتشاء عضلة القلب الحاد. الهدف من البحث: تقییم ترویة العضلة القلبیة فیما بعد قسطرة الشرایین التاجیه العلاجیة الأولیة فى مرضى السکرى مقارنة بباقى المرضى باستخدام معدل رجوع مقطع ST برسم القلب الکهربى بعد عمل القسطرة العلاجیة و درجة تورد عضلة القلب فى کل المرضى وکذلک تقییم تأثیر مرض السکری على تشوه بنیة البطین الأیسر ودور الموجات الصوتیه فی الکشف عن تشوه البطین الأیسر بعد 3 اشهر من اجراء قسطرة الشرایین التاجیة العلاجیة الاولیة. المرضی وطرق البحث: أجریت الدراسة البحثیة الحالیة بقسم القلب بمستشفی الزیتون التخصصی على مائة مریض( خمسون منهم لدیهم سکرى وخمسون لیس لدیهم سکرى ) یعانون من احتشاء عضلة القلب الحاد والذین تم علاجهم بالقسطرة العلاجیة الأولیة فى الفترة من شهر اکتوبر 2018 حتى شهر مایو 2019 وقد خضع جمیع المرضى لعمل رسم القلب الکهربائی و الموجات الصوتیة والقسطرة العلاجیة الأولیه لتحدید تأثیر مرض السکری على ترویة عضلة القلب وتشوه بنیة البطین الأیسر. نتائج البحث: بالنسبة لترویة العضلة القلبیة فیما بعد قسطرة الشرایین التاجیه العلاجیة الأولیة فقد وجد فروق ذات دلالة إحصائیة بین مرضى السکرى مقارنة بباقى المرضى حیث کانت أقل لدى مرضى السکرى من غیرهم وذلک بمقیاس معدل رجوع مقطع ST برسم القلب الکهربى فیما بعد القسطرة العلاجیة ودرجة تورد عضلة القلب أما بالنسبه للموجات الصوتیة على القلب فقد وجد وجد فروق ذات دلالة إحصائیة بین مرضى السکرى مقارنة بباقى المرضى من ناحیه حجم البطین الأیسر الأنبساطى والأنقباضى ووجد ان تشوه بنیة البطین بعد 3 اشهرکانت موجوده فی (38%) من مرضى السکرى بالمقارنة بباقی المرضی حیث کانت موجوده فی (16%). الاستنتاج: ترویة العضلة القلبیة فیما بعد قسطرة الشرایین التاجیه العلاجیة الأولیة أقل لدى مرضى السکرى من غیرهم وکان تشوه بنیة البطین بعد 3 اشهر أکثر لدى مرضى السکرى من غیرهم. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
References | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
REFERENCES
| |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Statistics Article View: 298 PDF Download: 264 |
|||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||