Screening Indonesian Pine (Pinus merkusii Jungh at de Vriese) Compound as an Antibacterial Agent: In Vitro and In Silico Study

http://www.doi.org/10.26538/tjnpr/v7i3.19

Authors

  • Yuka Fadana Chemistry Department, Faculty of Mathematics and Natural Sciences, Brawijaya University, Malang 65145, Indonesia,
  • Ichda A. Dinana Biology Department, Faculty of Mathematics and Natural Sciences, Brawijaya University, Malang 65145, Indonesia
  • Arie Srihardyastutie Chemistry Department, Faculty of Mathematics and Natural Sciences, Brawijaya University, Malang 65145, Indonesia
  • Rollando Rollando Pharmacy Department, Faculty of Science and Technology, Ma Chung University, Malang 65151, Indonesia
  • Masruri Masruri Chemistry Department, Faculty of Mathematics and Natural Sciences, Brawijaya University, Malang 65145, Indonesia,

Keywords:

in-silico, Escherichia coli, Staphylococcus aureus, pine, antibacterial

Abstract

Pinus merkusii is empirically used as an antibacterial agent and has been found to have secondary
metabolites such as alkaloids, terpenoids, and flavonoids. This study aims to investigate the antibacterial effects of pine flower extract on gram-positive and gram-negative bacteria. In addition, molecular docking and molecular dynamics simulations were used to understand the underlying mechanism of its antibacterial activity. The antibacterial screening was performed using the disc diffusion method, compound analysis in the extract was carried out using Liquid Chromatography-Tandem Mass Spectrometry (LC-MS/MS), molecular docking was performed using Autodock Vina integrated into PyRx, and molecular dynamics simulation was run using YASARA Dynamics. The antibacterial test results showed that the pine flower extract had the highest inhibitory effect on Escherichia coli (1.038 ± 0.169 mm) and Staphylococcus aureus (7.154 ± 0.381 mm). Compound analysis of the pine flower extract showed the presence of Myricetin, Epicatechin, Nepetin, Hispidulin, Kaempferol, Luteolin-7-O-rutinoside, and Hesperidin. The molecular docking and molecular dynamics simulation results showed that
Epicatechin, Nepetin, and Luteolin-7-O-rutinoside compounds could inhibit bacterial cell wall formation proteins.

References

Fair RJ, Tor Y. Antibiotics and Bacterial Resistance in The 21st Century. Perspect Med Chem. 2014;1(6):25–64.

Chandra H, Bishnoi P, Yadav A, Patni B, Mishra AP, Nautiyal AR. Antimicrobial Resistance and the Alternative

Resources with Special Emphasis on Plant-Based Antimicrobials-A Review. Plants. 2017;6(2):16-21.

Chitra Jain; Shivani Khatana; Rekha Vijayvergia. Bioactivity of Secondary Metabolites of Various Plants: a Review. Int J

Pharm Sci Res. 2019;10(2):494–504.

Inayah N, Masruri M. Free-Radical Scavenging Activity (FRSA) of Secondary Metabolite Extracted from Indonesian Eucheuma spinosum. Alchemy J Chem. 2021;9(1):1–6.

Azizah FR, Ikhtiarini N, Masruri M, Srihardyastutie A, Rahman MF. Characterization of Cellulose Isolated from

Pinewood Waste (Pinus merkusii). AIP Conf Proc. 2022;2513(1):030002.

Permatasari ND, Witoyo JE, Masruri, Yuwono SS, Widjanarko SB. In Silico Screening of Syzygium myrtifolium Flavonoid Compounds as Anti-Bacterial Activity: In Silico Screening of Syzygium myrtifolium Flavonoid Compounds. J Trop Life Sci. 2022;12(3):299–306.

Dash S, Behera PM, Mandal U, Nayak R, Parida S, Mahalik G, et al. Potential Medicinal Plants of Centurion University

of Technology and Management, Bhubaneswar and Their Medicinal Uses. J Med Plants Stud. 2021;9(3):251–8.

Amaliyah S, Sabarudin A, Masruri M, Sumitro SB. Characterization and Antibacterial Application of Biosynthesized Silver Nanoparticles Using Piper Retrofractum Vahl Fruit Extract as Bioreductor. J Appl Pharm Sci. 2022;12(3):103–14.

Dehghan EMJ, Bozorgmehr A, Hajjari SN, Sadat Sombolestani A, Sadeghizadeh M. Review of New Insights Into Antimicrobial Agents. Cell Mol Biol. 2017;1(12):102- 108.

Indriatie R, Mudaliana S, Hapsari FR, Masruri M. Phytochemistry and Antibacterial Activity Evaluation of Genitri (Elaeocarpus ganitrus). IOP Conf Ser Mater Sci Eng. 2020;833(1):012016.

Gruszczyk J, Olivares-Illana V, Nourikyan J, Fleurie A, Béchet E, Gueguen-Chaignon V, et al. Comparative Analysis of the Tyr-Kinases CapB1 and CapB2 Fused to Their Cognate Modulators CapA1 and CapA2 from Staphylococcus aureus. PLoS ONE. 2013;8(10).

Furubayashi M, Saito K, Umeno D. Evolutionary Analysis of The Functional Plasticity of Staphylococcus aureus C30

Carotenoid Synthase. J Biosci Bioeng. 2014;117(4):431–6.

Saíz-Urra L, Cabrera MA, Froeyen M. Exploring the Conformational Changes of the ATP Binding Site of gyrase

B from Escherichia coli Complexed with Different Established Inhibitors by Using Molecular Dynamics Simulation: Protein–ligand Interactions in the Light of The Alanine Scanning and Fre. J Mol Graph Model. 2011;29(5):726–39.

Júnior JRP, Caruso ÍP, de Sá JM, Mezalira TS, de Souza Lima D, Pilau EJ, et al. Characterization of Secondary Structure and Thermal Stability by Biophysical Methods of the D-alanyl,D-alanine Ligase B Protein from Escherichia coli. Protein Pept Lett. 2022;29(5):448–59.

Bai H, Xue X, Hou Z, Zhou Y, Meng J, Luo X. Antisense Antibiotics: A Brief Review of Novel Target Discovery and

Delivery. Curr Drug Discov Technol. 2014;7(2):76–85.

Nurdin KE, Ratna L, Olla Y, Feoh SF, Dwi A, Galla P, Jonison EFF, Kambuno NT. Effectivity Test of 96% from Soe (Citrus sinensis L.) Sweet Orange Rind Ethanol Extract as Biolarvaside. J INFO Kesehat. 2019;17(2):176–83.

Astuti P, Rollando R, Wahyuono S, Nurrochmad A. Antimicrobial activities of isoprene compounds produced by

an endophytic fungus isolated from the leaves of Coleus amboinicus Lour. J Pharm Pharmacogn Res. 2020;8(4):280–

Hariono M, Nuwarda RF, Yusuf M, Rollando R, Jenie RI, Al-Najjar B, Julianus J, Putra KC, Nugroho ES, Wisnumurti

YK, Dewa SP, Jati BW, Tiara R, Ramadani RD, Qodria L, Wahab HA. Arylamide as Potential Selective Inhibitor for Matrix Metalloproteinase 9 (MMP9): Design, Synthesis, Biological Evaluation, and Molecular Modeling. J Chem Inf Model. 2020;60(1):349–59.

Iskandar D, Widodo N, Warsito W, Masruri M, Rollando R, Warsidah W, Antang, YPP. Proposed Functional Activity of

Bioactive Compounds from Spatholobus littoralis Hassk in LC-MS-MS and Silico Studies. Mater Sci Forum. 2022;1061:181–6.

Yuniati Y, Yuliati L, Monica E, Rollando R. Discovering anticancer compound of ethyl acetate extract from RL1 code

endophytic fungi culture derived by Phyllanthus niruri Linn leaves through cell cycle modulation in T47d cells. IOP Conf

Ser Mater Sci Eng. 2019;509:012157.

Udhwani T, Mukherjee S, Sharma K, Sweta J, Khandekar N, Nayarisseri A, Singh SK. Design of PD-L1 Inhibitors for

Lung Cancer. Bioinformation. 2019;15(2):139–50.

Hariono M, Rollando R, Karamoy J, Hariyono P, Atmono M, Djohan M, Wiwy W, Nuwarda R, Kurniawan C, Salin N,

Wahab H. Bioguided Fractionation of Local Plants against Matrix Metalloproteinase9 and Its Cytotoxicity against Breast Cancer Cell Models: In Silico and In Vitro Study. Mol Basel Switz. 2020;25(20).

Hariono M, Rollando R, Yoga I, Harjono A, Suryodanindro A, Yanuar M, Gonzaga T, Parabang Z, Hariyono P,

Febriansah R, Hermawansyah A, Setyani W, Wahab H. Bioguided Fractionation of Local Plants against Matrix Metalloproteinase9 and Its Cytotoxicity against Breast Cancer Cell Models: In Silico and In Vitro Study (Part II). Mol Basel Switz. 2021;26(5):1464.

Widyananda MH, Puspitarini S, Rohim A, Khairunnisa FA, Jatmiko YD, Masruri M, Widodo N. Anticancer Potential of

Turmeric (Curcuma longa) Ethanol Extract and Prediction of its Mechanism Through the AKT1 Pathway. F1000Research

111000. 2022;11:1000.

Rollando R, Warsito W, Masruri M, Widodo N. Potential matrix metalloproteinase-9 inhibitor of aurone compound

isolated from Sterculia quadrifida leaves: In-vitro and insilico studies. Res J Pharm Technol. 2022;15(11):5250–4.

Rollando R, Warsito W, Masruri M, Widodo W. Sterculia foetida Leaf Fraction Against Matrix Metalloproteinase-9

Protein and 4T1 Breast Cancer Cells: In-Vitro and In-Silico Studies. Trop J Nat Prod Res. 2021;5(1):113–21.

Rollando R, Warsito W, Masruri M, Widodo W. Pterygota alata (Roxb.) R.Br. Bark Fraction Induced Intrinsic

Apoptotic Pathway in 4T1 Cells by Decreasing Bcl-2 and Inducing Bax Expression. Pak J Biol Sci PJBS. 2021;24(2):172–81.

Rollando R, Warsito W, Masruri M, Nashi W. Antibacterial, Antioxidant, and Cytotoxic Flavonoid Compound from

Sterculia quadrifida Leaves. Trop J Nat Prod Res. 2021;5(11):1979–85.

Hussein RA, El-Anssary AA, Hussein RA, El-Anssary AA. Plants Secondary Metabolites: The Key Drivers of the

Pharmacological Actions of Medicinal Plants. Herb Med. 2018;8(11):139-145.

Breijyeh Z, Jubeh B, Karaman R. Resistance of GramNegative Bacteria to Current Antibacterial Agents and Approaches to Resolve It. Mol. 2020;25(6):1340.

Epand RM, Walker C, Epand RF, Magarvey NA. Molecular Mechanisms of Membrane Targeting Antibiotics. Biochim

Biophys Acta BBA - Biomembr. 2016;1858(5):980–7.

Xie Y, Yang W, Tang F, Chen X, Ren L. Antibacterial Activities of Flavonoids: Structure-Activity Relationship and

Mechanism. Curr Med Chem. 2014;22(1):132–49.

Hatano T, Kusuda M, Inada K, Ogawa TO, Shiota S, Tsuchiya T, Takasi Y. Effects of Tannins and Related Polyphenols on Methicillin-Resistant Staphylococcus aureus. Phytochemistry. 2005;66(17):2047–55.

Lipinski CA, Lombardo F, Dominy BW, Feeney PJ. Experimental and Computational Approaches to Estimate

Solubility and Permeability in Drug Discovery and Development Settings. Adv Drug Deliv Rev. 2001;46(3):3– 26.

Delarue M. Aminoacyl-tRNA Synthetases. Curr Opin Struct Biol. 1995;5(1):48–55.

Gross CH, Parsons JD, Grossman TH, Charifson PS, Bellon S, Jernee J, Dwyer M, Chambers SP, Markland W, Botfield

M, Raybuck SA. Active-Site Residues of Escherichia coli DNA Gyrase Required in Coupling ATP Hydrolysis to DNA Supercoiling and Amino Acid Substitutions Leading to Novobiocin Resistance. Antimicrob Agents Chemother.

;47(3):1037–46.

Pederick JL, Thompson AP, Bell SG, Bruning JB. Dalanine–D-alanine Ligase as a Model for the Activation of

ATP-Grasp Enzymes by Monovalent Cations. J Biol Chem. 2020;295(23):7894–904.

Cheng X, Ivanov I. Molecular Dynamics. 2012;243–85.

Hevener KE, Zhao W, Ball DM, Babaoglu K, Qi J, White SW, Lee RE. Validation of Molecular Docking Programs for

Virtual Screening Against Dihydropteroate Synthase. J Chem Inf Model. 2009;49(2):444–60.

Castro-Alvarez A, Costa AM, Vilarrasa J. The Performance of Several Docking Programs at Reproducing Protein–

Macrolide-Like Crystal Structures. Mol. 2017;22(1):136.

Published

2023-04-01

How to Cite

Fadana, Y., Dinana, I. A., Srihardyastutie, A., Rollando, R., & Masruri, M. (2023). Screening Indonesian Pine (Pinus merkusii Jungh at de Vriese) Compound as an Antibacterial Agent: In Vitro and In Silico Study: http://www.doi.org/10.26538/tjnpr/v7i3.19. Tropical Journal of Natural Product Research (TJNPR), 7(3), 2586–2595. Retrieved from https://tjnpr.org/index.php/home/article/view/1796

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