A PROSPECTIVE STUDY ON EFFICACY OF TRIMETAZIDINE AND ISOSORBIDE DINITRATE IN CORONARY ARTERY DISEASE
HTML Full TextA PROSPECTIVE STUDY ON EFFICACY OF TRIMETAZIDINE AND ISOSORBIDE DINITRATE IN CORONARY ARTERY DISEASE
S. Prasanna Bharathi and S. Sathesh Kumar *
Department of Pharmacy Practice, School of Pharmaceutical Sciences, Vels Institute of Science, Technology & Advanced Studies (VISTAS), Pallavaram, Chennai - 600117, Tamil Nadu, India.
ABSTRACT: Background: The aim of this prospective study was to observe the efficacy of Trimetazidine (TMZ) and Isosorbide dinitrate (ISDN) in Coronary Artery Disease (CAD). Through inhibition of cardiac fatty acid oxidation, trimetazidine strengthens the treatment of CAD, by relieving aggravation; enhancing heart function, essential to prevent heart failure and other serious complications. Methods: 120 patients with CAD were selected as research subjects and randomly divided into two groups as observational (Group O) and control (Group C), with 60 patients in each group. The control group was on the conventional treatment of CAD whereas the observational group was using TMZ and ISDN along with the conventional treatment. The blood pressure, C-reactive protein (CRP), left ventricular ejection fraction (LVEF), troponin T and ST-segment levels of two groups were measured and compared at the baseline and after 2nd & 4th month respectively. Results: This study analyzed, compared to the baseline (P>0.05) the BP, CRP, troponin T and ST-segment levels after 2nd and 4th month were significantly decreased while LVEF increased significantly in between the observational and control groups, showing significant differences (P<0.05) using one-way ANOVA. Similarly, significant improvement among each group was statistically interpreted by an independent t-test. Conclusions: The addition of trimetazidine and isosorbide dinitrate along with a conventional regimen of CAD was probed to have an important association with LVEF and inflammatory mediators, which can significantly improve cardiac functions, and also prevent other cardiovascular complications in patients with coronary artery disease.
Keywords: |
Coronary artery disease, Observational group, Conventional therapy, Trimetazidine, Isosorbide dinitrate, C-reactive protein, Left Ventricular Ejection Fraction
INTRODUCTION: Coronary artery disease (CAD) is one of the important causes of cardiovascular morbidity and mortality globally, giving rise to more than 7 million deaths annually. An increasing burden of CAD in India is a major cause of concern with angina being the leading manifestation.
Angina is also associated with an increased risk of major adverse cardiovascular event (MACE) outcomes (cardiovascular mortality, hospitalization for myocardial infarction, heart failure or stroke) 1.
Coronary heart disease on a longer course can induce a variety of complications, especially in advanced heart failure dangerous condition, may lead to death 2. Therefore, strengthening the treatment of coronary heart disease, to relieve disease progression and improve heart function is essential to prevent heart failure and other serious complications 3. Conventional anti-anginal therapy improves myocardial ischemia through hemodynamic mechanisms and although haemo-dynamic drugs are often used in combination, it is associated with a higher risk of drug-interaction and adverse effects. The guidelines recommend a beta-blocker or calcium channel blocker as the first-line medication for angina, supplemented by other agents for additional symptoms. One such agent is trimetazidine (TMZ), which has been shown to reduce the frequency of anginal episodes and improve exercise performance without affecting hemodynamic parameters 4, 16. TMZ improves angina and myocardial ischemia either in monotherapy or in association with hemodynamic agents through inhibition of cardiac fatty acid oxidation.
This study was designed to observe the effect of Trimetazidine and Isosorbide dinitrate in coronary artery disease by evaluating cardiac functions and to prevent other cardiovascular complications.
METHODOLOGY:
Study Population: The study population included 120 patients of men and women with coronary artery disease with or without complaints of either stable angina or chronic stable angina, post-acute myocardial infarction, hypertension, hyperlipidemia, systolic heart failure and type 2 diabetes mellitus from both inpatients and outpatients. All the patients fulfilled the diagnostic criteria for coronary artery disease as defined according to the American College of Cardiology (ACC) guidelines.
Patients with clinical findings such as existing hepatic dysfunction (impaired first-pass metabolism) and renal dysfunction (GFR <30ml/min), parkinsonism and restless leg syndrome (contraindicated), malignant tumors (chemotherapy-induced cardiac events), psychiatric disorders (individual may not adhere to the treatment) were excluded from the study.
At inclusion, eligible patients were informed about the study, and written consent was obtained from them. During the study period, patients therapies routinely used for the treatment of coronary artery disease (e.g. anti-platelet agents, hypolipidaemic agents, anti-anginal therapy) were continued.
Study Design: The study design was a prospective cohort that included two groups: Observational group (Group O) and Control group (Group C). Each group possessed 60 patients. Both the groups received conventional drug therapy, but Group O was additionally treated with Trimetazidine (35 mg SR BD) and Isosorbide dinitrate (5 mg BD) orally. The two groups showed no significant differences in sex ratio, age and disease distribution (P>0.05), indicating that the two groups were comparable as in Table 1 and Table 2.
TABLE 1: DEMOGRAPHICS AND CO-MORBID CHARACTERISTICS OF THE STUDY POPULATION
Characteristics | Group O
(n = 60) |
Group C
(n= 60) |
Age | 63 (52%)1 | 61 (48%)1 |
Male | 37 (61.7%)1 | 32 (53.3%)1 |
Female | 23 (38.3%)1 | 28(46.7%)1 |
Hypertension | 30 (50%)1 | 24 (40%)1 |
Heart failure | 6 (10%)1 | 5 (8.3%)1 |
Post MI | 2 (3.3%)1 | 4 (6.7%)1 |
Type 2 DM | 22 (36.72)1 | 27 (45%)1 |
1Data were shown as number (%) appropriate to show age, gender, and co-morbidities distribution.
TABLE 2: BASELINE CHARACTERISTICS OF THE STUDY POPULATION
Characteristics | Group O
(n = 60) |
Group C
(n= 60) |
P value |
Age | 65.9 ± 6.42 | 65.3 ± 7.12 | 0.6208 |
Systolic BP | 140.1 ± 4.012 | 142.1 ± 19.52 | 0.5219 |
Diastolic BP | 89.1 ± 4.82 | 90.1 ± 8.72 | 0.4423 |
CRP | 2.11 ± 0.42 | 2.51 ± 0.22 | < 0.0001 |
LVEF | 57.4 ± 4.42 | 56.2 ± 3.72 | 0.0003 |
Troponin T | 0.012 ± 0.0042 | 0.014 ± 0.0032 | 0.1154 |
ST segment | 99.4 ± 7.62 | 101.08 ± 6.82 | 0.2109 |
2Data were shown as mean ± SD and independent t-test were used to determine significance (p>0.05).
This study was approved by the Institutional Ethics Committee of VISTAS (Approval no.: VISTAS-SPS/IEC/Ⅵ/2018/09) before commencement and it was conducted in the Employee State Insurance (ESI) hospital for a period of 7 months (November 2018 – May 2019). All the procedures used in the study complied with the ethical standards of ICH GCP.
Observation Indexes: After a baseline evaluation of all study parameters, each group was followed up once every 2 months and the changes in the parameters such as blood pressure, inflammatory mediators, ECG parameters, heart function were assessed. Each patient performed the echocardiography, electrocardiography, laboratory test, and ELISA (enzyme-linked immune sorbent assay) kit to measure study parameters such as systolic & diastolic Blood Pressure, C-reactive Protein (CRP), Left ventricular ejection fraction (LVEF), Troponin T and ST-segment at the end of 2nd and 4th month, to evaluate the effect of the treatment provided.
Statistical Analysis: Data collected were analyzed using the SPSS 21.0.0 version and Graphpad Prism with 95% confidence interval. The statistical differences between and within the groups were determined using independent t-test and one way ANOVA (analysis of variance) since data collected are parametric. The measurement data were expressed as mean ± SD. Both intergroup and within-group comparison with P values <0.05 considered to indicate statistically significant differences.
RESULTS: A total of 120 patients with coronary artery disease met the inclusion criteria entered the study. Demographic and baseline clinical character-ristics in Table 1 and 2 showed an age of above 60 years approximately, male individuals with co-morbidity of type 2 DM are more predominantly affected with CAD are taken into account for this study.
Effect of Trimetazidine and Isosorbide Dinitrate: After two months, compared to patients treated with conventional therapy, coronary artery disease patients treated with trimetazidine showed a significant difference in study parameters, while poor significant changes compared to baseline values were detected in control (Group C) group. Similar significant differences were observed in the study parameters after four months as shown in Table 3. A significant difference in systolic and diastolic blood pressure, C-reactive protein, Troponin T, ST-segment was noted Fig. 1, 2, 3, 4, 5 in patients treated with trimetazidine and isosorbide dinitrate with p<0.05 compared to conventional therapy from 2nd month to 4th month while a significant increase in left ventricular ejection fraction (from 61.3 ± 3.1 to 66.4 ± 2.3) was found in the observational group when compared to the control group Fig. 6. Only a marginal difference in blood pressure was observed between both the groups and a more significant difference was seen between the two groups with P<0.05. There was only a marginal difference in study parameters of control group.
TABLE 3: COMPARISON OF STUDY PARAMETERS WITHIN AND BETWEEN THE TWO GROUPS AT THE 2nd MONTH AND 4th MONTH
Characteristics | Group O
(n = 60) |
Group C
(n= 60) |
P-value |
Systolic BP (mmHg) | |||
2nd month | 132.16 ± 15.083 | 135.33 ± 13.203 | 0.2236 |
4th month | 120.16 ± 7.703 | 126.33 ± 11.923 | <0.0010 |
P | <0.0001 | <0.0001 | |
Diastolic BP (mmHg) | |||
2nd month | 86.1 ± 6.93 | 88.3 ± 5.83 | 0.0667 |
4th month | 80.1 ± 7.43 | 8.3 ± 5.03 | <0.0001 |
P value | <0.0001 | 0.0568 | |
C - reactive protein (mg/L) | |||
2nd month | 1.69 ± 0.33 | 2.08 ± 0.33 | <0.0001 |
4th month | 1.24 ± 0.43 | 1.81 ± 0.33 | <0.0001 |
P | <0.0001 | <0.0001 | |
LVEF (%) | |||
2nd month | 61.3 ± 3.13 | 58.4 ± 2.53 | <0.0001 |
4th month | 66.4 ± 2.33 | 61.0 ± 3.53 | <0.0001 |
P | <0.0001 | <0.0001 | |
Troponin T (ng/ml) | |||
2nd month | 0.009 ± 0.0033 | 0.012 ± 0.0033 | <0.0001 |
4th month | 0.003 ± 0.0013 | 0.008 ± 0.0033 | <0.0001 |
P value | <0.0001 | <0.0001 | |
ST segment (ms) | |||
2nd month | 94.2 ± 5.03 | 98.1 ± 6.83 | <0.0006 |
4th month | 87.1 ± 2.73 | 93.0 ± 5.23 | <0.0001 |
P | <0.0001 | <0.0001 |
3Data were shown as mean ± SD and independent t-test & analysis of variance were used to determine significance (p<0.05).
FIG. 1: COMPARATIVE DECLINE OF SYSTOLIC BLOOD PRESSURE ASSOCIATED WITH A - OBSERVATIONAL GROUP AND B - CONTROL GROUP IN CORONARY ARTERY DISEASE
FIG. 2: COMPARATIVE DECLINE OF DIASTOLIC BLOOD PRESSURE ASSOCIATED WITH A - OBSERVATIONAL GROUP AND B - CONTROL GROUP IN CORONARY ARTERY DISEASE
FIG. 3: COMPARATIVE DECLINE OF C-REACTIVE PROTEIN ASSOCIATED WITH A - OBSERVATIONAL GROUP AND B - CONTROL GROUP IN CORONARY ARTERY DISEASE
FIG. 4: COMPARATIVE DECLINE OF TROPONIN T ASSOCIATED WITH A - OBSERVATIONAL GROUP AND B - CONTROL GROUP IN CORONARY ARTERY DISEASE
FIG. 5: COMPARATIVE DECLINE OF ST SEGMENT ASSOCIATED WITH A - OBSERVATIONAL GROUP AND B - CONTROL GROUP IN CORONARY ARTERY DISEASE
FIG. 6: COMPARATIVE ELEVATION OF LEFT VENTRICULAR EJECTION FRACTION (LVEF) ASSOCIATED WITH A - OBSERVATIONAL GROUP AND B - CONTROL GROUP IN CORONARY ARTERY DISEASE
Adverse Reactions: All the patients completed the clinical study. The routine urinalysis revealed no obvious abnormalities in liver and kidney functions and blood lipid and glucose levels in the two groups during the treatment period. There were two patients of muscle cramp and mild headache in the observation group and one patient of abdominal discomfort in the control group, no serious complications occurred in both the groups.
DISCUSSION: Coronary artery disease (CAD), involves the reduction of blood flow to the heart muscle due to buildup of plaque in the arteries of the heart. And is caused by an imbalance between myocardial blood supply and oxygen demand (ischemia or hypoxia). The symptoms (absent at rest) are usually brought on by exertion, emotional stress, exercise, cold or heavy meal manifestation such as substernal discomfort, heaviness or a pressure-like feeling, which may radiate to the jaw, shoulder back or arm. Electrocardiographic evidence of ST-T changes at rest or after exercise or conduction disturbances can be present as a consequence of CAD 5, 6. Specifically, it suggests that a heart attack is more likely to happen in the future. Coronary angiography the reference-investigation for the diagnosis of conventional medical treatment for CAD is classified as antianginal or vascular protective drugs.
Antianginal compounds improve exercise duration until the onset of angina and reduce myocardial ischemia by decreasing the main determinants like severity and frequency of anginal episodes and time to onset of exercise inducing S-T depression of myocardial work. On the contrary, vascular protective agents may reduce the progression of atherosclerosis and of intracoronary thrombi growth/rupture and stabilize coronary plaques, consequently reducing the number of future cardiovascular events 4, 7.
Sometimes, conventional anti-ischemic drugs can be insufficient to improve the symptoms in the presence of CAD. But, their association with agents having different mechanisms from traditional anti-ischemic compounds, such as Trimetazidine (second line of treatment) may be effective when conventional drugs alone were ineffective.
Isosorbide dinitrate when administered orally was rapidly absorbed from the gastrointestinal tract and exert sustained hemodynamic (vasodilatation causing a reduction in preload) and antianginal (relaxation of vascular smooth muscles) effects 9, 10. The anti-ischemic effect of trimetazidine is obtained at a cellular level by shifting the energy substrate preference from fatty acid oxidation to glucose oxidation, secondary to selective inhibition of 3-ketoacylCoA thiolase (3-KAT) 3, 8, 21 which inhibit the formation of oxygen free radicals in cardiomyocytes, reduce the damage of inflammatory factors on myocardial cells, but also enhance cardiac systolic and diastolic function, improve coronary blood circulation, maintaining normal myocardial function 12, 14, 15, 16.
Since, more ATP is produced per oxygen consumed when glycogen is a substrate, compared with fatty acids, less oxygen is required for a given amount of work 11, 18. In experimental in vitro studies, trimetazidine has been shown to have a cardioprotective effect during myocardial ischemia because of a more rapid restoration of phosphorylation processes, protection of cardiac cells against the accumulation of hydrogen ions, and prevention of the intracellular accumulation of sodium and calcium ions 18, 19. Because of the preferential promotion of glucose and pyruvate oxidation, trimetazidine improves the activity of the sodium-potassium ATPase and the calcium uptake pump of the sarcoplasmic reticulum, that are respectively responsible for left ventricular systolic depolarization and diastolic relaxation. Hence Trimetazidine (especially when given in association with nitrates) obtained significant results in CAD.
The anti-ischemic effect of trimetazidine has been proven by the TRIMPOL-1 study group in diabetic patients receiving background anti-ischemic treatment 21, 22. In the TRIMPOL-1 study, it has been shown that trimetazidine exerts its anti-ischemic effect without influencing either blood pressure or heart rate. The double-blind TRIMPOL-II (TRIMetazidine in POLand-II) study randomized 426 angina patients with documented CAD to TMZ 60 mg daily or placebo in addition to first-line metoprolol 100 mg daily 20, 22. Exercise testing, and angina frequency & intensity all showed significant improvement at 3 months versus baseline in the TMZ group compared to placebo 23, 24. A recent Ukrainian study added TMZ MR 35 mg bid to the regimen of 1213 outpatients with angina inadequately controlled by standard beta-blocker therapy alone or combined with calcium channel blocker 10, 25. At 2 months TMZ significantly reduced weekly angina attacks from 6.4 ± 0.1 to 1.9 ± 0.1 (p<0.001). Not only was a significant reduction in attack frequency seen in patients with more severe angina (>7 angina attacks per week) regardless of first-line therapy, but maximal antianginal efficacy was achieved only with the dual combination of beta-blocker + TMZ 1.
This study observed and compared efficacy and improvement of cardiac function between two groups to analyze the clinical effect of trimetazidine and isosorbide dinitrate. The present study shows that the efficacy of trimetazidine and isosorbide dinitrate in Group O was significantly higher than in Group C, indicating that its efficacy in the treatment of CAD is significantly better than those of the other conventional therapies, which primarily increase myocardial oxygen supply capacity.
This study also observed the cardiac functions in the Group O, being improved by decreasing cardiac function indexes such as C-reactive protein (CRP) an important inflammatory factor affecting the development of coronary artery disease, which can promote the formation of foam cells and then release the formation of lipid plaques, activate the atherosclerotic plaque intima complement, damage the function of vascular endothelial cells 1, Troponin T a vital biomarker to determine acute MI and ST-segment and increasing Left ventricular ejection fraction (LVEF), thus improving myocardial ischemia, metabolism and reducing cardiac load compared to the Group C.
The limitations of the study included burden to patients by adding up drugs (multiple drug therapy) and increasing treatment cost owing to the wide variety of the drugs required and also limited follow uptime.
CONCLUSION: The results of this study demonstrate that Trimetazidine (TMZ) and Isosorbide dinitrate (ISDN) can be effective along with the conventional therapy given alone in patients with Coronary artery disease by enhancing cardiac functions, decreasing inflammatory mediator which promote progression of CAD and reduce the future cardiovascular complications.
ACKNOWLEDGEMENT: The authors are thankful to the ESI hospital physicians and colleagues of the School of Pharmaceutical Sciences, VISTAS who provided constant support, insight, and expertise that greatly assisted the research.
CONFLICTS OF INTEREST: Nil
SOURCE OF FUNDING: Nil
REFERENCES:
- Glezer M and CHOICE-2 study investigators: Real-world Evidence for the Antianginal Efficacy of Trimetazidine from the Russian Observational CHOICE-2 Study. Advances in Therapy 2017; 34: 915-24.
- Zhang Y: Efficacy and safety of metoprolol plus trimetazidine in treating coronary heart failure. Biomedical Research 2017; 28: 4549-52.
- Yi DM, Zhang J and Xu DM: Effect of Atorvastatin combined with Trimetazidine on heart function, oxidative stress and inflammatory factors in patients with coronary heart disease. Journal of Hainan Medical University 2017; 23: 60-63.
- Cacciapuoti F: Trimetazidine, ranolazine, ivabradine antagonize stable coronary artery disease otherwise from conventional anti-ischemic drugs. Journal of Cardiology and Therapy 2017; 4: 688-92.
- Momen A, Ali M, Karmakar PK, Haque A and Khalil MI: Effects of sustained-release trimetazidine on chronically dysfunctional myocardium of ischemic dilated cardiomyopathy - Six months follow-up result. Indian Heart Journal 2016; 68: 809-15.
- Wei J, Xu H, Shi L, Tong J and Zhang J: Trimetazidine protects cardiomyocytes against hypoxia-induced injury through ameliorates calcium homeostasis. Chemico-Biological Interactions 2015; 236: 47-56.
- Tsioufis K, Andrikopoulos G and Manolis A: Trimetazidine and cardioprotection: facts and perspectives. Angiology 2015; 66: 204-10.
- Ferrari R, Ford I and Greenlaw N: Geographical variations in the prevalence and management of cardiovascular risk factors in outpatients with CAD - data from the contemporary CLARIFY registry. European Journal of Preventive Cardiology 2015; 22: 1056-65.
- Winter JL, Castro PF and Quintana JC: Effect of Trimetazidine in nonischemic heart failure: A randomized study. Journal of Cardiac Failure 2014; 20: 149-54.
- Nesukay EG: Treatment of stable angina in Ukraine: CLASSICA study. Ukrainian Journal of Cardiology 2014; 2: 43-47.
- Zhang R and Ge JJ: Study on four kinds of inflammatory factors and coronary heart disease. Anhui Medical Journal 2014; 18: 695-97.
- Dehina L, Vaillant F and Tabib A: Trimetazidine demonstrated cardioprotective effects through mitochondrial pathway in a model of acute coronary ischemia. Naunyn-Schmiedberg’s Archives of Pharmacology 2013; 386: 205-15.
- Ho JS, Cannaday JJ, Barlow CE, Reinhardt DB, Wade WA and Ellis JR: Utility of high-sensitivity C-reactive protein versus coronary artery calcium for the detection of obstructive stenoses in stable patients. The American Journal of Cardiology 2013; 111: 328-32.
- Di Napoli P: Anti-ischemic cardioprotection with trimetazidine. Heart and Metabolism 2008; 41: 25-29.
- Marazzi G, Wajngarten M and Vitale C: Effect of free fatty acid inhibition on silent and symptomatic myocardial ischemia in diabetic patients with coronary artery disease. International Jounal of Cardiology 2007; 120: 79-84.
- Rosano GMC, Vitale C, Sposato B, Mercuro G and Fini M: Trimetazidine improves left ventricular function in diabetic patients with coronary artery disease: a double-blind placebo-controlled study. Cardiovascular Diabetology 2003; 2: 16.
- Sellier P and Broustet JP: Assessment of anti-ischemic and antianginal effect at trough plasma concentration and safety of trimetazidine MR 35 mg in patients with stable angina pectoris - A multicenter, double-blind, placebo-controlled study. American Journal of Cardiovascular Drugs 2003; 3: 361-69.
- Lopaschuk GD: Optimizing cardiac energy metabolism: howcan fatty acid and carbohydrate metabolism be manipulated? Coronary Artery Disease 2001; 12: S8-11.
- Pogatsa G: Metabolic energy metabolism in diabetes: therapeutic implications. Coronary Artery Disease 2001; 12: S29-33.
- Szwed H, Sadowski Z and Elikowski W: Combination treatment in stable effort angina using trimetazidine and metoprolol: results of a randomized, double-blind, multicentre study (TRIMPOL II). European Heart Journal 2001; 22: 2267-74.
- Kantor PF, Lucien A, Kozak R and Lopaschuk GD: The antianginal drug trimetazidine shifts cardiac energy metabolism from fatty acid oxidation to glucose oxidation by inhibiting mitochondrial long-chain 3-ketoacyl coenzyme A thiolase. Circulation Research 2000; 86: 580-68.
- Szwed H, Sadowski Z, Pachocki R, Domzal-Bochenska M, Szymczak K, Szydlowski Z, Paradowski A, Gajos G, Kaluza G and Kulon I: The antiischemic effects and tolerability of trimetazidine in coronary diabetic patients - A sub study from TRIMPOL-1. Cardiovascular Drugs and Therapy 1999; 13: 217-22.
- Chunzeng Lu, MD, Pawel Dabrowski, MD, Gabriele Fragasso, MD, Sergio L and Chierchia MD: Effects of Trimetazidine on Ischemic Left Ventricular Dysfunction in Patients With Coronary Artery Disease. The American Journal of Cardiology 1998; 82: 898-01.
- Michaelides AP, Spiropoulos K, Dimopoulos K, Athanasiades D and Toutouzas P: Antianginal efficacy of the combination of trimetazidine-propranolol compared with isosorbide dinitrate-propranolol in patients with stable angina. Clinical Drug Investigation 1997; 13: 8-14.
- Dalla-Volta S, Maraglino G, Della-Valentina P, Viena P and Desideri A: Comparison of trimetazidine with nifedipine in effort angina - a double-blind, crossover study. Cardiovascular Drugs and Therapy 1990; 4: 853-59.
How to cite this article:
Bharathi SP and Kumar SS: A prospective study on efficacy of trimetazidine and isosorbide dinitrate in coronary artery disease. Int J Pharm Sci & Res 2020; 11(6): 2955-61. doi: 10.13040/IJPSR.0975-8232.11(6).2955-61.
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Article Information
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2955-2961
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English
IJPSR
S. P. Bharathi and S. S. Kumar *
Department of Pharmacy Practice, School of Pharmaceutical Sciences, Vels Institute of Science, Technology & Advanced Studies (VISTAS), Pallavaram, Chennai, Tamil Nadu, India.
sathesh2000@gmail.com
23 July 2019
24 December 2019
29 February 2020
10.13040/IJPSR.0975-8232.11(6).2955-61
01 June 2020