IN SILICO STUDY OF N-(4-OXO-2-(4-(4-(2-(SUBSTITUTED PHENYL AMINO) ACETYL) PIPERAZIN-1-YL) PHENYL) QUINAZOLIN-3(4H)-YL) BENZAMIDE DERIVATIVES
Patel Priteshkumar1, 2*, Joshi Hirak3, Patel Bhagirath4, Bapna Mayank5
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ABSTRACT
Derivatives of quinazolinone, piperazine, and amide have numerous significant medicinal applications, particularly in the pharmaceutical sector. As a result, the current in silico investigation attempted to use computational methods to determine the molecular properties, bioactivity score, and toxicity of various N-(4-oxo-2-(4-(4-(2-(substituted phenylamino) acetyl) piperazin-1-yl) phenyl) quinazolin-3(4H)-yl) benzamide derivatives. The investigation revealed that, except for molecular weight, the majority of the substances fitted Lipinski's rule of five, indicating drug-like properties. The bioactivity data revealed that the N-(4-oxo-2-(4-(4-(2-(substituted phenylamino) acetyl) piperazin-1-yl) phenyl) quinazolin-3(4H)-yl) benzamide derivatives were moderate active as GPCR ligand, Ion channel modulator, Kinase inhibitor, Nuclear receptor ligand, Protease inhibitor, and Enzyme inhibitor.None of the synthesized compounds were assessed to be cytotoxic and hepatotoxic based on the results of ProtTox-II.The evidence presented by the current study regarding the pharmacokinetic features and toxicity of recently synthesized derivatives& existing medications can be used to design and develop novel compounds that are more potent, more selective, and less toxic.
Keywords: Quinazoline, Lipinski’s rule of five, Molecular properties, Bioactivity score, Toxicity
Introduction
The invasion of harmful organisms is the cause of numerous diseases. Strong and broad-spectrum antibacterial medicines were developed to treat these infections. Antibiotics are life-saving medications in therapeutics, but they are also toxic and potentially dangerous. Among these adverse effects include allergic, and anaphylactic reactions, superinfections, resistance development, eradication of the normal non-pathogenic bacterial flora, and selective toxicity. Over the previous decade, the development of resistance in organisms that are often pathogenic in humans has surged. The number of antimicrobials that can be employed to treat particular species has been diminished because of this rising resistance. For specific classes of species, newer antimicrobials are also required. Antimicrobials that can treat infections caused by fungus and mycobacteria are extremely limited. The ongoing dispute against infectious diseases necessitates the development of new drugs, drugs with fewer side effects, and medications with shorter treatment times [1].
Quinazoline has a variety of pharmacological activity profiles, including those analgesic, anti-inflammatory, antimicrobic, diuretic, antihypertensive, antimalarial, sedative, hypoglycemic, and anti-carcinogenic [2].
Piperazine nuclei are frequently found in compounds that seem to be pharmacologically active and have been designated as privileged structures. Among these significant biological functions isantimicrobial, antituberculosis, neuroleptic, anti-epileptic, anti-depressing, anti-inflammatory, antineoplastic, anti-malarial, anti-arrhythmic, anti-oxidant, and anti-viral action [3-7].
Amides were found to be good antimicrobial agents that haveantimicrobial, antibacterial, antifungal, and photosynthesis inhibition activity, anti-inflammatory, and analgesic activities [8-13].
A common alteration technique is to combine these two or more effective moieties into one, which might also increase activity or eliminate undesirable side effects [14].
Such hybridization is proposed to explore the way this structural variation influences the anticipated biological properties. Given the significance of Quinazolinone, Piperazine, and Amide moieties in the field of medicinal chemistry, it was proposed to synthesize new hybrid molecules comprised of Quinazolinone, Piperazine, and Amide derivatives to study the molecular properties, bio-activity score, and toxicity study.
Developing Molecules and Naming of N-(4-oxo-2-(4-(4-(2-(substituted phenyl amino) acetyl) piperazin-1-yl) phenyl) quinazolin-3(4H)-yl) Benzamide Derivatives
ChemDraw Professional is a drawing program that enables users to represent biomolecules and biochemical pathways along with chemical structures and reactions. Moreover, users can see 3D structures, anticipate characteristics and spectra, and transform chemical structures into IUPAC names [15].
The chemical structures and nomenclature of N-(4-oxo-2-(4-(4-(2-(substituted phenylamino) acetyl) piperazin-1-yl) phenyl) quinazolin-3(4H)-yl) benzamide derivatives were produced utilizing Chem Draw Ultra 8.0.
Calculation of Molecular Properties of N-(4-oxo-2-(4-(4-(2-(substituted phenylamino) acetyl) piperazin-1-yl) phenyl) quinazolin-3(4H)-yl) Benzamide Derivatives and a Few Specific Antimicrobial Agents
The molecular properties that influence a compound's absorption, distribution, metabolism, and excretion serve as a qualitative index of its drug-likeness. Based on Lipinski's rule of five, the in silicodrug-likeness properties of N-(4-oxo-2-(4-(4-(2-(substituted phenylamino) acetyl) piperazin-1-yl) phenyl) quinazolin-3(4H)-yl) benzamide, as well as some anti-microbial drugs, were reviewed using the Molinspiration online molecular property calculation toolkit [16, 17]. According tothe rule, molecules with excellent membrane permeability havelog P ≤ 5, molecular weight ≤ 500 Da, hydrogen bond acceptors ≤ 10, and hydrogen bond donors ≤ 5. The number of flexible bonds, topological polar surface area, and molecule volume are additional rules that are significant in the computational prediction of drug-likeness.The number of flexible bonds reflects a compound's conformational flexibility and, ultimately, its ability to bind to receptors or ion channels.The degree of molecular flexibility is indicated by this fundamental topological characteristic.It has been demonstrated to be a very good descriptor of a drug's oral bioavailability [18]. Every single non-ring bond bound to a nonterminal heavy (i.e., non-hydrogen) atom is referred to as a rotatable bond. Because of their large rotational energy barrier, amide C-N bonds are not taken into consideration. The TPSA has proven to be a very accurate description of the absorption of drugs, including intestinal absorption, bioavailability, Caco-2 permeability, and blood-brain barrier penetration.TPSA is however regarded as a reliable measure of medication penetration through the blood-brain barrier (TPSA < 60 Å2) and intestinal drug permeation (TPSA < 140 angstroms squared Å2).The Absorption percentage (% ABS), which may be computed utilizing the equation% ABS = 109-(0.345 x TPSA), can be used to express the amount of absorption.Hence, to model molecular properties and biological activity in QSAR research, Molecular Volume is frequently used [19].
Calculation of Bioactivity Score N-(4-oxo-2-(4-(4-(2-(substituted phenylamino) acetyl) piperazin-1-yl) phenyl) quinazolin-3(4H)-yl) Benzamide Derivatives and a Few Specific Antimicrobialagents
Table 3 lists the bio-activity ratings of the produced compounds towards GPCR ligands, ion channel modulators, nuclear receptor ligands, kinase inhibitors, protease inhibitors, and enzyme inhibitors.By computing the activity score of the GPCR ligand, ion channel modulator, nuclear receptor legend, kinase inhibitor, protease inhibitor, and enzyme inhibitor, it is possible to assess the drug's bioactivity.With the support of the online Molinspiration drug-likeness score, all the variables were determined (www.molinspiration.com).The drug-likeness score for each compound was obtained, comparedto its distinct bodily function, and the outcomes were comparable to those of standard medicines.For organic molecules, the probability is that they are active if the bioactivity score exceeds 0, fairly active between -5.0 and 0.0, and Inactive if the value is below -5.0 [20].
Prediction of Toxicity of N-(4-oxo-2-(4-(4-(2-(substituted phenyl amino) acetyl) piperazin-1-yl) phenyl) quinazolin-3(4H)-yl) Benzamide Derivatives
ProTox-II, a digital laboratory for the estimation of small molecule toxicity, was used to analyze the toxicity of N-(4-oxo-2-(4-(4-(4-(2-(substituted phenylamino) acetyl) piperazin-1-yl) phenyl) quinazolin-3(4H)-yl) benzamide. ProTox-II incorporates molecular similarity, fragment propensities, most frequent features, and (fragment similarity based CLUSTER cross-validation) intelligent retrieval for the estimation of various toxicity end-points, which include acute toxicity, hepatotoxicity, cytotoxicity, carcinogenicity, mutagenicity, immunotoxicity, adverse outcomes (Tox21) pathways, and toxicity targets. The LD50 values for toxic dosages are frequently expressed in mg/kg body weight. The dosage at which half of the test subjects die after being administered a drug is termed the median lethal dosage, or LD50 [21]. The Globally Harmonized System (GHS) forthe classification and labeling of chemicals specifies toxicity classes.
LD50 data are reported in [mg/kg]:
Category1: Fatal if ingested (LD50≤ 5)
Category2: Fatal if ingested (5 < LD50≤ 50)
Category3: Toxic if ingested (50 < LD50≤ 300)
Category4: Harmful if ingested (300 < LD50≤ 2000)
Category5: May be harmful if ingested (2000 < LD50≤ 5000)
Category6I: Harmless (LD50> 5000) [21]
Results and Discussion
To develop new molecules, computer-aided drug design is essential in the field of medicinal chemistry. To discover and enhance physiologically active molecules, computational medicinal researchers can make utilization of a wide range of tools and programs in computer-aided drug design. Optimizing the chemical structure of lead components concerning ADME processes has become fundamental to the modern drug development strategy. In Table 1, a nomenclature as per IUPAC rules and molecular formla of of N-(4-oxo-2-(4-(4-(2-(substituted phenylamino) acetyl) piperazin-1-yl) phenyl) quinazolin-3(4H)-yl) benzamide derivatives are presented.
Table 1. Nomenclature and molecular formula of N-(4-oxo-2-(4-(4-(2-(substituted phenylamino) acetyl) piperazin-1-yl) phenyl) quinazolin-3(4H)-yl) benzamide derivatives
Compound No. |
Nomenclature |
Molecular formula |
R |
PRP7A1 |
N-(4-oxo-2-(4-(4-(2-(phenylamino)acetyl)piperazin-1-yl)phenyl)quinazolin-3(4H)-yl)benzamide |
C33H30N6O3 |
H |
PRP7A2 |
N-(2-(4-(4-(2-(o-toluidino)acetyl)piperazin-1-yl)phenyl)-4-oxoquinazolin-3(4H)-yl)benzamide |
C34H32N6O3 |
2-CH3 |
PRP7A3 |
N-(2-(4-(4-(2-(2-methoxyphenylamino)acetyl)piperazin-1-yl)phenyl)-4-oxoquinazolin-3(4H)-yl)benzamide |
C34H32N6O4 |
2-OCH3 |
PRP7A4 |
N-(2-(4-(4-(2-(4-methoxyphenylamino)acetyl)piperazin-1-yl)phenyl)-4-oxoquinazolin-3(4H)-yl)benzamide |
C34H32N6O4 |
4-OCH3 |
PRP7A5 |
N-(2-(4-(4-(2-(p-toluidino)acetyl)piperazin-1-yl)phenyl)-4-oxoquinazolin-3(4H)-yl)benzamide |
C34H32N6O3 |
4-CH3 |
PRP7A6 |
N-(2-(4-(4-(2-(4-chlorophenylamino)acetyl)piperazin-1-yl)phenyl)-4-oxoquinazolin-3(4H)-yl)benzamide |
C33H29ClN6O3 |
4-Cl |
PRP7A7 |
N-(2-(4-(4-(2-(4-hydroxyphenylamino)acetyl)piperazin-1-yl)phenyl)-4-oxoquinazolin-3(4H)-yl)benzamide |
C33H30N6O4 |
4-OH |
PRP7A8 |
N-(2-(4-(4-(2-(4-nitrophenylamino)acetyl)piperazin-1-yl)phenyl)-4-oxoquinazolin-3(4H)-yl)benzamide |
C33H29N7O5 |
4-NO2 |
PRP7A9 |
N-(2-(4-(4-(2-(m-toluidino)acetyl)piperazin-1-yl)phenyl)-4-oxoquinazolin-3(4H)-yl)benzamide |
C34H32N6O3 |
3-CH3 |
PRP7A10 |
N-(2-(4-(4-(2-(3-methoxyphenylamino)acetyl)piperazin-1-yl)phenyl)-4-oxoquinazolin-3(4H)-yl)benzamide |
C34H32N6O4 |
3-OCH3 |
PRP7A11 |
N-(2-(4-(4-(2-(2-chlorophenylamino)acetyl)piperazin-1-yl)phenyl)-4-oxoquinazolin-3(4H)-yl)benzamide |
C33H29ClN6O3 |
2-Cl |
The results of computing the molecular characteristics of all the synthesized substances using molecular inspiration Cheminformatic are presented in Table 2. The drug-likeness score of the N-(4-oxo-2-(4-(4-(4-(2-(substituted phenylamino) acetyl) piperazin-1-yl) phenyl) quinazolin-3(4H)-yl) benzamide were good and it obeyed Lipinski's rule (Table 2). Most of the compounds exhibited MiLog P values below 5, while the methyl and chloro analogs showed higher values, indicating that these compounds possessed good permeability. All of the derivatives had TPSA values between 99.57 and 145.39. (well below 160). Each agent seems to have a molecular weight of ≤ 600. As compared to higher molecular weight compounds, molecules with such a minimal molecular weight are very efficientlyabsorbed, diffused, and transported. The bulkiness of the molecules likewise increases in proportion to the rise in molecular weight, to a certain extent [22].
Table 2. Scores for the compounds' drug-likeness
Comp. |
MW |
miLogP |
TPSA |
natoms |
nON |
nOHNH |
n violations |
nrotb |
Vol. |
% ABS |
PRP7A1 |
558.64 |
4.76 |
99.57 |
42 |
9 |
2 |
1 |
7 |
503.6 |
74.64 |
PRP7A2 |
572.67 |
5.16 |
99.57 |
43 |
9 |
2 |
2 |
7 |
520.52 |
74.64 |
PRP7A3 |
588.67 |
4.77 |
108.80 |
44 |
10 |
2 |
1 |
8 |
529.51 |
71.46 |
PRP7A4 |
588.67 |
4.82 |
108.80 |
44 |
10 |
2 |
1 |
8 |
529.51 |
71.46 |
PRP7A5 |
572.67 |
5.21 |
99.57 |
43 |
9 |
2 |
2 |
7 |
520.52 |
74.64 |
PRP7A6 |
593.09 |
5.44 |
99.57 |
43 |
9 |
2 |
2 |
7 |
517.50 |
74.64 |
PRP7A7 |
574.64 |
4.28 |
119.80 |
43 |
10 |
3 |
1 |
7 |
511.98 |
67.66 |
PRP7A8 |
603.64 |
4.72 |
145.39 |
45 |
12 |
2 |
2 |
8 |
527.30 |
58.84 |
PRP7A9 |
572.67 |
5.18 |
99.57 |
43 |
9 |
2 |
2 |
7 |
520.52 |
74.64 |
PRP7A10 |
588.67 |
4.79 |
108.80 |
44 |
10 |
2 |
1 |
8 |
529.51 |
71.46 |
PRP7A11 |
593.09 |
5.39 |
99.57 |
43 |
9 |
2 |
2 |
7 |
517.50 |
74.64 |
Ciprofloxacin |
331.35 |
-0.70 |
74.57 |
24 |
6 |
2 |
0 |
3 |
285.46 |
83.27 |
Fluconazole |
306.28 |
-0.12 |
81.66 |
22 |
7 |
1 |
0 |
5 |
248.96 |
80.82 |
It was discovered that the hydrogen bond donors (≤5) and acceptors (≤ 10), i.e., less than 5 and 10, respectively, fit in Lipinski's rule of five. All of the above-mentioned components exhibited n violations of 1 to 2 and were flexible (< 10 rotatable bonds).
Six distinct protein structures were utilized to evaluate the bioactivity of all N-(4-oxo-2-(4-(4-(2-(substituted phenylamino) acetyl) piperazin-1-yl) phenyl) quinazolin-3(4H)-yl) benzamide analogs. A bioactivity score is shown in Table 3.
Bioactivity scores, whichare categorized into three ranges, are utilized to measure biological activity.
Table 3. Bioactivity score of the compounds
Comp. |
GPCR ligand |
Ion channel modulator |
Kinase inhibitor |
Nuclear receptor ligand |
Protease inhibitor |
Enzyme inhibitor |
PRP7A1 |
-0.13 |
-0.83 |
-0.21 |
-0.77 |
-0.34 |
-0.35 |
PRP7A2 |
-0.20 |
-0.95 |
-0.29 |
-0.83 |
-0.39 |
-0.45 |
PRP7A3 |
-0.25 |
-1.08 |
-0.37 |
-0.93 |
-0.42 |
-0.53 |
PRP7A4 |
-0.24 |
-1.05 |
-0.38 |
-0.90 |
-0.39 |
-0.51 |
PRP7A5 |
-0.19 |
-0.95 |
-0.30 |
-0.84 |
-0.38 |
-0.45 |
PRP7A6 |
-0.17 |
-0.92 |
-0.29 |
-0.84 |
-0.37 |
-0.43 |
PRP7A7 |
-0.14 |
-0.89 |
-0.25 |
-0.74 |
-0.34 |
-0.38 |
PRP7A8 |
-0.36 |
-1.14 |
-0.53 |
-1.03 |
-0.46 |
-0.62 |
PRP7A9 |
-0.20 |
-0.96 |
-0.30 |
-0.84 |
-0.38 |
-0.46 |
PRP7A10 |
-0.25 |
-1.06 |
-0.37 |
-0.92 |
-0.42 |
-0.52 |
PRP7A11 |
-0.19 |
-0.92 |
-0.27 |
-0.86 |
-0.40 |
-0.45 |
Ciprofloxacin |
0.12 |
-0.04 |
-0.07 |
-0.19 |
-0.20 |
0.28 |
Fluconazole |
0.04 |
0.01 |
-0.09 |
-0.23 |
-0.09 |
0.03 |
The synthesized compounds' bioactivity scores revealed the following outcomes.
Table 4. Toxicity Profile of the Compounds
Comp. |
LD50 (mg/kg) |
Toxicity Category |
Hepatotoxicity |
Carcinogenicity |
Immunotoxicity |
Mutagenicity |
Cytotoxicity |
PRP7A1 |
1500 |
IV |
(-) |
(+) |
(-) |
(-) |
(-) |
PRP7A2 |
1500 |
IV |
(-) |
(+) |
(-) |
(+) |
(-) |
PRP7A3 |
1500 |
IV |
(-) |
(-) |
(+) |
(+) |
(-) |
PRP7A4 |
1500 |
IV |
(-) |
(-) |
(+) |
(+) |
(-) |
PRP7A5 |
1500 |
IV |
(-) |
(+) |
(-) |
(+) |
(-) |
PRP7A6 |
1500 |
IV |
(-) |
(-) |
(+) |
(-) |
(-) |
PRP7A7 |
1500 |
IV |
(-) |
(-) |
(-) |
(-) |
(-) |
PRP7A8 |
1500 |
IV |
(-) |
(+) |
(+) |
(+) |
(-) |
PRP7A9 |
1500 |
IV |
(-) |
(+) |
(-) |
(+) |
(-) |
PRP7A10 |
1500 |
IV |
(-) |
(-) |
(+) |
(+) |
(-) |
PRP7A11 |
1500 |
IV |
(-) |
(-) |
(+) |
(-) |
(-) |
Ciprofloxacin |
2000 |
IV |
(-) |
(-) |
(-) |
(+) |
(-) |
Fluconazole |
1271 |
IV |
(+) |
(-) |
(-) |
(-) |
(-) |
[Active: (+), Inactive: (-)]
All the synthesized comppounds were evaluated to toxicity profile and given in Table 4. None of the ligands have exhibited acute toxicity according to toxicity class classification [24, 25], and they were shown to be similar to standard drugs.All synthetic substances exhibit category 4 toxicity.Endpoint results for the toxicological prediction include cytotoxicity, mutagenicity, carcinogenicity, immunotoxicity, andhepatotoxicity.None of the synthetic compounds were expected to be cytotoxic orhepatotoxic.The non-carcinogenic effects of the compounds PRP7A3, PRP7A4, PRP7A6, PRP7A7, PRP7A10, and PRP7A11 were indicated.It was predicted that the compounds PRP7A1, PRP7A2, PRP7A5, PRP7A7, and PRP7A9 were going to be non-immunotoxic.The predicted non-mutagenic properties of the synthesized substances PRP7A1, PRP7A6, PRP7A7, and PRP7A11 were confirmed.
Conclusion
In conclusion, the bioactivity scores for all eleven substances are moderate. All components, except molecular weight, fulfill the rule of five for the drug-likeness activity of compounds. For GPCR ligand, Ion channel modulator, Kinase inhibitor, Nuclear receptor ligand, Protease inhibitor, and Enzyme inhibitor, all drugs have moderate activity (≤0). It was predicted that none of the synthesized molecules would be cytotoxic orhepatotoxic.
To examine the molecular characteristics, bioactivity score, and toxicity studies ofN-(4-oxo-2-(4-(4-(4-(2-(substituted phenylamino) acetyl) piperazin-1-yl) phenyl) quinazolin-3(4H)-yl) benzamidederivatives with some selected anti-microbial agents such as Ciprofloxacin and Fluconazole.
Acknowledgments: We acknowledged the support of Sat Kaival College of Pharmacy, Sarsa for providing the laboratory support and chemicals facility.
Conflict of interest: None
Financial support: None
Ethics statement: None
1. Ohio LINK electronic theses & dissertations (ETD) Center [Internet]. Ohiolink.edu. [cited 2022 Sep 2]. Available from: https://etd.ohiolink.edu
2. Patel PR, Joshi HV, Shah U, Bapna M, Patel BK. New Generation of Quinazolinone Derivatives as Potent Antimicrobial Agents. APJHS. 2021;8(2):61-6. Available from: https://www.apjhs.com/index.php/apjhs/article/view/1217
3. Patel PR, Joshi H, Shah U, Bapna M, Patel BK. Novel Piperazine Derivatives as Anti-Microbial Agents: A Comprehensive Review. APJHS. 2022; 9(2):36-9. Available from: https://www.apjhs.com/index.php/apjhs/article/view/2076
4. Somashekhar M, Mahesh AR. Synthesis and Antimicrobial Activity of Piperazine Derivatives. Am J Pharm Tech Res. 2013;3(4):640-5.
5. Subramaniyan D, Rajendran R, Aruna V. Synthesis and antimicrobial activity of novel series of benzoxazinone containing piperazine derivatives. Int J Pharma Anal Res. 2018;7(4):610-7.
6. Zhang M, Zeng G, Liao X, Wang Y. An antibacterial and biocompatible piperazine polymer. RSC Adv. 2019;9(18):10135-47. Available from: https://pubs.rsc.org/en/content/articlelanding/2019/ra/c9ra02219h doi:10.1039/C9RA02219H
7. Patil M, Noonikara Poyil A, Joshi SD, Patil SA, Patil SA, Bugarin A, et al. Design, synthesis, and molecular docking study of new piperazine derivative as potential antimicrobial agents. Bioorg Chem. 2019;92(103217):103217. Available from: https://pubmed.ncbi.nlm.nih.gov/31479986/ doi:10.1016/j.bioorg.2019.103217
8. Singh V, Chandra N. Synthesis and Antimicrobial activity profile of Amide derivatives of Benzoic acid. J Guj Res Soc. 2019;21(10):442-9. Available from: http://gujaratresearchsociety.in/index.php/JGRS/article/view/1457
9. Husain A, Ahmad A, Mujeeb M, Akhter M. New amides of sulphonamides: Synthesis and biological evaluation. J Chil Chem Soc. 2010;55(1). Available from: https://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0717-97072010000100017 doi:10.4067/S0717-97072010000100017
10. Kushwaha N, Saini R, Kushwaha SK. Synthesis of some Amide derivatives and their Biological activity. Int J Chemtech Res. 2011;3(1):203-9.
11. Tang R, Jin L, Mou C, Yin J, Bai S, Hu D, et al. Synthesis, antifungal and antibacterial activity for novel amide derivatives containing a triazole moiety. Chem Cent J. 2013;7(1):30. Available from: https://rdcu.be/c4EEr doi:10.1186/1752-153X-7-30
12. Ozdemir A. Synthesis and antimicrobial activity of some amide derivatives bearing thiazole, benzhydryl, and piperidine moieties. Lett Drug Des Discov. 2012;10(1):44-8. Available from: http://www.eurekaselect.com/article/47483 doi:10.2174/1570180811309010044
13. Nimse SB, Pal D, Mazumder A, Mazumder R. Synthesis of cinnamanilide derivatives and their antioxidant and antimicrobial activity. J Chem. 2015;2015:1-5. Available from: https://www.hindawi.com/journals/jchem/2015/208910/ doi:10.1155/2015/208910
14. Ahmadi A. Synthesis and antibacterial evaluation of some novel mannich bases of benzimidazole derivatives. Bull ChemSoc Ethiop. 2017;30(3):421. Available from: https://www.ajol.info/index.php/bcse/article/view/149960 doi:10.4314/bcse.v30i3.10
15. Subject Specialists. What is ChemDraw and how do I access it? Ncsu.edu. [cited 2022 Sep 2]. Available from: https://www.lib.ncsu.edu/faq/what-chemdraw-and-how-do-i-access-it
16. Soboleva MS, Loskutova EE, Kosova IV, Amelina IV. Problems and the Prospects of Pharmaceutical Consultation in the Drugstores. Arch Pharm Pract. 2020;11(2):154-9.
17. Nguyen HC, Nguyen TT, Vo TH. Unlicensed and Off-label Utilization of Oral Drugs in Pediatrics in a Vietnamese Tertiary Teaching Hospital. Arch Pharm Pract. 2020;11(3):89-95.
18. Taher SS, Al-Kinani KK, Hammoudi ZM, Mohammed Ghareeb M. Co-surfactant effect of polyethylene glycol 400 on microemulsion using BCS class II model drug. J Adv Pharm Educ Res. 2022;12(1):63-9.
19. Kuchana M, Pulavarthi M, Potthuri S, Manduri V, Jaggarapu VD. In-silico Study of Molecular Properties, Bioactivity and Toxicity of 2-(Substituted benzylidene) succinic acids and Some Selected Anti-Inflammatory Drugs. Int J Pharm Sci Drug Res. 2020;12(4):353-9. Available from: https://www.ijpsdr.com/index.php/ijpsdr/article/view/1369 doi:10.25004/IJPSDR.2020.120407
20. Molinspirationcheminformatics. Choice (Middletown) [Internet]. 2006;43(11):43-6538-43-6538. Available from: https://www.molinspiration.com/
21. ProTox-II - prediction of TOXicity of chemicals [Internet]. Charite.de. [cited 2022 Sep 2]. Available from: https://tox-new.charite.de/protox_II/
22. Kumar N, Mishra SS, Sharma CS, Singh HP, Kalra S. In silico binding mechanism prediction of benzimidazole-based corticotropin-releasing factor-1 receptor antagonists by quantitative structure-activity relationship, molecular docking, and pharmacokinetic parameters calculation. J Biomol Struct Dyn. 2018;36(7):1691-712. Available from: https://pubmed.ncbi.nlm.nih.gov/28521603/ doi:10.1080/07391102.2017.1332688
23. Mishra SS, Kumar N, Singh HP, Ranjan S, Sharma CSS. Insilico pharmacokinetic, bioactivity, and toxicity study of some selected anti-asthmatic agents. Int J Pharm Sci Drug Res. 2018;10(4):278-82. Available from: https://www.ijpsdr.com/index.php/ijpsdr/article/view/622
24. Banerjee P, Eckert AO, Schrey AK, Preissner R. ProTox-II: a webserver for the prediction of toxicity of chemicals. Nucleic Acids Res. 2018;46(W1):W257–W63. Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6031011/ doi:10.1093/nar/gky318
25. Garg A, Tadesse A, Eswaramoorthy R. A four-component domino reaction: An Eco-compatible and highly efficient construction of 1, 8-naphthyridine derivatives, their in silico molecular docking, drug-likeness, ADME, and toxicity studies. J Chem. 2021;2021:1-16. Available from: https://www.hindawi.com/journals/jchem/2021/5589837/ doi:10.1155/2021/5589837