In Silico Study of Nigella sativa L. on HMG-CoA Reductase Inhibition as an Anti-Dyslipidemic Agent

Adeline Margaret, Tania Nur Andini, Zakia Aurora Fahlevi, Muhammad Najib, Nur Shelly Ester Claudiana, Michelle Natasha Colin, Rina Fajri Nuwarda

Abstrak


Dyslipidemia is a condition of lipid metabolism characterized by an imbalance of total cholesterol, low-density lipoprotein (LDL), high-density lipoprotein (HDL), and triglyceride levels in the blood. This biosynthesis process can occur through a mechanism modulated by β-Hydroxy β-methylglutaryl-CoA (HMG-CoA) reductase. The most commonly used drug that works by inhibiting this enzyme is simvastatin. However, there are still significant side effects. In this work, in silico studies were performed on compounds from black cumin (Nigella sativa L.), namely alpha-pinene, p-cymene, nigellimine N-oxide, nigellidine, carvacrol, alpha-hederin, dithymoquinone, thymohydroquinone, thymoquinone, thymol, and nigellicine to predict their activity against HMG-CoA reductase as drug candidates in the treatment of dyslipidemia. The experiments were carried out using computational approaches, such as Lipinski's Rule of Five and ADMET prediction, pharmacophore modeling, and molecular docking simulation. Based on the molecular docking results, there are three compounds that exhibit strong interactions with amino acid residues on HMG-CoA reductase, which have the lowest binding energy values and inhibition constants: nigellicine (-6.84 kcal/mol, 9.71 μM), nigellidine (-6.44 kcal/mol, 19.16 μM), and nigellimine N-oxide (-6.14 kcal/mol, 31.34 μM). These three compounds have potential and can be modified to become candidates for antidyslipidemic drugs with a competitive inhibitor mechanism.


Kata Kunci


Antidyslipidemia; Black Cumin; HMG-CoA Reductase; Nigella sativa L.

Teks Lengkap:

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Referensi


Fonna TR, Rahmat A. Dislipidemia. J Kesehatan Amanah. 2023;7(1):46–50.

Aman AM. Panduan Pengelolaan Dislipidemia Di Indonesia. Jakarta: PB PERKENI; 2021. p. 1–4.

Trisnadi RA, Wibowo JW, Thomas S. Pengaruh Diet Tinggi Kolesterol terhadap Kadar TNF α. J Penelit Kesehatan Suara Forikes. 2021;12(2):132–4.

Bonfim MR, Oliveira AS, Amaral SL, Monteiro HL. Treatment of dyslipidemia with statins and physical exercises: recent findings of skeletal muscle responses. Arq Bras Cardiol. 2015;104(4):324–7.

Yuniarti T, Lukitasari M. Aktivitas antihiperlipidemia kombinasi ekstrak etanol bawang putih (Allium sativum L.) dan simvastatin pada tikus putih jantan galur Wistar. J Farmasi Sains Komunitas. 2018;15(1):20–6.

Pradana MS, Suryanto I. Terapi hiperkolesterol pada mencit (Mus musculus) strain Balb/C betina umur 2 bulan menggunakan sari bawang putih. Biota. 2017;3(2):71.

Sakai K, Nagashima S, Wakabayashi T, Tumenbayar B, et al. Myeloid HMG-CoA (3-hydroxy-3-methylglutaryl-coenzyme A) reductase determines atherosclerosis by modulating migration of macrophages. Arterioscler Thromb Vasc Biol. 2018;38(11):2590–600.

Goldstein JL, Brown MS. A half-century of research on cholesterol synthesis: from enzymes to SREBPs. Cell. 2015;161(1):13–4.

Wink M. Modes of action of herbal medicines and plant secondary metabolites. Medicines (Basel). 2015;2(3):251–86.

Hu Y, Chen X, Hu M, Zhang D, Yuan S, Li P, Feng L. Medicinal and edible plants in the treatment of dyslipidemia: advances and prospects. Chin Med. 2022;17(113):4–10.

Ardiana M, Pikir BS, Santoso A, Hermawan HO, Al-Farabi MJ. Effect of Nigella sativa Supplementation on Oxidative Stress and Antioxidant Parameters: A Meta-Analysis of Randomized Controlled Trials. Scientific World Journal. 2020:1-7.

Budiarto A, Wibowo A, Putri S, Shabrina N, Ngestiningsih D, Tjahjono K. Pengaruh Pemberian Ekstrak Rimpang Temulawak (Curcuma xanthorrhiza Roxb.) dan Jintan Hitam (Nigella sativa) terhadap Profil Lipid Tikus Sprague Dawley Dislipidemia. Majalah Kedokteran Bandung. 2017; 49:8-14.

Marlinda L. Efektivitas Ekstrak Etanol Biji Jintan Hitam (Nigella sativa Linn.) Terhadap Peningkatan Fagositosis dalam Respon Imun Tubuh. J Majority. 2015; 4(3).

Hardianto A, Yusuf M, Liu F, Ranganathan S. Structure-Based Drug Design Workflow. Dalam Ranganathan S, Nakai K, SconbachÃàC, and Gribskov M. Encyclopedia of Bioinformatics and Computational Biology. 2019;3: 273-82.

Widyasari A, Ramadhan L, Dewi C. Pemodelan Farmakofor dan Skrining Virtual dari Database Senyawa Bahan Alam Sebagai Inhibitor Sars-CoV-2 RNA-dependent RNA Polimerase. Jurnal Pharmacia Mandala Waluya. 2022; 1(6) :247-57.

Attique SA, Hassan M, Usman M, Atif RM, Mahboob S, Al-Ghanim KA, Bilal M, Nawaz MZ. A Molecular Docking Approach to Evaluate the Pharmacological Properties of Natural and Synthetic Treatment Candidates for Use against Hypertension. Int. J. Environ. Res. Public Health. 2019; 16:923.

Ivanović V, Rančić M, Arsić B, Pavlović A. Lipinski’s rule of five, famous extensions and famous exceptions. Chem Naissensis. 2020;3: 171–81.

Mardianingrum R, Bachtiar KR, Susanti S, Aas Nuraisah AN, Ruswanto R. Studi In Silico Senyawa 1,4-Naphthalenedione-2-Ethyl-3-Hydroxy sebagai Antiinflamasi dan Antikanker Payudara. ALCHEMY Jurnal Penelitian Kimia. 2021; 17(1):83.

Fakih TM, Putri NW, Marilia V, Ramadhan DSF, Darusman F. Identifikasi Aktivitas Biologis, Prediksi Toksisitas, dan Molecular Docking Senyawa Jubanine dari Tanaman Bidara Arab sebagai Kandidat Antivirus SARSCoV-2. Jurnal Riset Kimia. 2022; 13(1):112-5.

Weni M, Safithri M, Seno DS. Molecular Docking of Active Compounds Piper crocatum on the A-Glucosidase Enzyme as Antidiabetic. Indonesian Journal of Pharmaceutical Science and Technology. 2020; 7(2):64.

Rahmawaty A, Cahyani FR, Safitri N, Sitepu AA, Hapitria EN, Megantara S. Uji in silico kandungan senyawa tanaman anggur (Vitis vinifera L.) untuk kandidat obat anti hiperlipidemia. Maj Farm Farmakol. 2022;26(2):57–62.

Smith SA, Waters NJ. Pharmacokinetic and pharmacodynamic considerations for drugs binding to alpha-1-acid glycoprotein. Pharm Res. 2019;36(30):1–19.

Panse N, Gerk PM. The Caco-2 model: modifications and enhancements to improve efficiency and predictive performance. Int J Pharm. 2022;624.

Tran T, Wibowo A, Tayara H, Chong K. Artificial intelligence in drug toxicity prediction: recent advances, challenges, and future perspectives. J Chem Inf Model. 2023;63(9):2628–43.

Sari IW, Junaidin, Pratiwi D. Studi molecular docking senyawa flavonoid herba kumis kucing (Orthosiphon stamineus B.) pada reseptor α-glukosidase sebagai antidiabetes tipe 2. J Farmagazine. 2020;7(2):54–60.

Effendi N, Saputri NA, Purmomo H, Aminah A. In silico ADME-T dan molekular docking analog tamoxifen sebagai kandidat agen terapi kanker payudara. Media Farmasi. 2023;19(1):9–19.

Langer T, Hoffmann RD, editors. Pharmacophores and Pharmacophore Searches. Weinheim: Wiley-VCH; 2006.

Arisandy DC, Puspitasari D. Aktivitas antiasma ekstrak etanol biji jintan hitam (Nigella sativa L.) pada tikus putih jantan yang diinduksi ovalbumin. J Farm Ilmu Kefarm Indones. 2021;8(2):119–26.

Sari NAP, Mun'im A, Yanuar A. Studi in silico potensi senyawa timokuinon biji jintan hitam (Nigella sativa) sebagai antiasma melalui penambatan molekuler pada reseptor beta-2 adrenergik. J Sains Farm Klin. 2020;7(1):63–70.

Morris GM, Ruth H, Lindstrom W, Sanner MF, Belew RK, Goodsell DS, et al. Software news and updates AutoDock4 and AutoDockTools4: automated docking with selective receptor flexibility. J Comput Chem. 2009;30(16):2785–91.

Wang Z, Sun H, Yao X, Li D, Xu L, Li Y, et al. Comprehensive evaluation of ten docking programs on a diverse set of protein-ligand complexes: the prediction accuracy of sampling power and scoring power. Phys Chem Chem Phys. 2016;18(18):2964–75.

Çorbacıoğlu SK, Aksel G. Receiver operating characteristic curve analysis in diagnostic accuracy studies: a guide to interpreting the area under the curve value. Turk J Emerg Med. 2023;23(4):195–8.




DOI: https://doi.org/10.24198/ijpst.v12i0.60787

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