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This book discusses about the simple basics of molecular modeling which is easily to be understood by beginners. It also explains about ligand representation, analysis of binding pocket, interaction of ligand and macromolecule, and the... more
This book discusses about the simple basics of molecular modeling which is easily to be understood by beginners. It also explains about ligand representation, analysis of binding pocket, interaction of ligand and macromolecule, and the relationship between molecular modeling with in vitro and in vivo studies. Informations concerning molecular modeling freewares are also provided.

Some examples written in this book are based on the author’s experimental results which have been published in journals or presented in seminars.
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Tyrosinase enzyme, which has two copper ions in its catalytic site, involved in skin pigmentation by catalyzing three oxidation reactions on melanogenesis, that are conversion of L-tirosine to L-DOPA, L-DOPA to dopaquinone, and... more
Tyrosinase enzyme, which has two copper ions in its catalytic site, involved in skin pigmentation by catalyzing three oxidation reactions on melanogenesis, that are conversion of L-tirosine to L-DOPA, L-DOPA to dopaquinone, and 5,6-dihydroxyindole to 5,6-indolequinone. An inhibition of melanogenesis was proven in vitro by bioactive compounds of Zingiberaceae plants, which are ethyl p-metoxycinnamate, galangin (IC50 10 μM), 6-gingerol (IC50 25-100 μM), 4-hydroxypanduratin-A (IC50 23.2 μM), isopanduratin-A (IC50 10.6 μM), kaempferol (IC50 0.23 μM), and kaempferida. In this paper we studied the interaction of these compounds with tyrosinase enzyme using AutoDock Vina. The interactions were then compared to arbutin (hydroquinone-β-D-glucoside), kojic acid, and hydroquinone, that have been well known as depigmentation agents in cosmetics. All bioactive compounds of Zingiberaceae plants were able to interact with tyrosinase. Compared to others, kaempferol showed the lowest inhibition constant value (Ki 2.7 µM) and two metal interactions with both copper ions, Cu501 and Cu502, which means that this compound was predicted as the strongest inhibitor of tyrosinase enzyme. Kaempferol interacted with tyrosinase by blocking the entrance of the enzyme’s catalytic site, therefore it will prevent the substrate to react with the enzyme. It can be concluded that bioactive compounds of Zingiberaceae can be developed as an inhibitors of tyrosinase.
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Malaria parasite encodes several homologues of aspartic proteases such as plasmepsin I, II and IV which are responsible for degradation of host erythrocyte hemoglobin inside the parasite’s food vacuole, hence plasmepsins are novel targets... more
Malaria parasite encodes several homologues of aspartic proteases such as plasmepsin I, II and IV which are responsible for degradation of host erythrocyte hemoglobin inside the parasite’s food vacuole, hence plasmepsins are novel targets for antimalarial drug discovery. Previous study concluded that Andrographis paniculata herbs extract has been proven to exert antimalarial activity. The molecular mechanism of this activity was not described. The objective of this paper was to investigate the interaction between andrographolide, a major constituent of Andrographis paniculata with the ligand binding domain of plasmepsin I, II and IV, to find the most favorable binding site as well as to predict the binding mode. Pepstatin, a protease inhibitor, was used as the standard. Docking studies showed that pepstatin gave better binding interactions to plasmepsin I, II and IV with binding affinity and inhibition constant values Ei = -10.3 kcal/mol; Ki = 0.02 uM  (plasmepsin I), Ei = -8.9 kcal/mol; Ki = 0.3 uM (plasmepsin II), Ei = -9.3 kcal/mol; Ki = 0.15 uM (plasmepsin IV), respectively while andrographolide showed Ei = -9.8 kcal/mol; Ki = 0.07 uM  (plasmepsin I), Ei = -8.7 kcal/mol; Ki = 0.42 uM (plasmepsin II), Ei = -8.8 kcal/mol; Ki = 0.35 uM (plasmepsin IV). According to the result, we concluded that andrographolide could be developed as protease inhibitor for antimalarial drug.
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Rapid resistance development of HIV-1 and Plasmodium falciparum parasite requires discovery of more potent new drugs. Aspartic protease enzymes expressed by HIV-1 and Plasmodium falciparum could be used as important drug targets. The... more
Rapid resistance development of HIV-1 and Plasmodium falciparum parasite requires discovery of more potent new drugs. Aspartic protease enzymes expressed by HIV-1 and Plasmodium falciparum could be used as important drug targets. The catalytic site is located at the bottom of a cleft in the enzyme surface and consists of two aspartic acids. Aspartic proteases are inhibited by pepstatin-A, a naturally occurring peptide containing two statins, which replace the amino acids. The hydroxyl group of the statine binds tightly to the catalytically-active aspartic acid residues in the active site of protease, thereby mimicking the transition state of the peptide cleavage. Previous study proved that ganoderiol-F, a triterpenoid isolated from the stem of Ganoderma sinense showed higher affinity towards HIV-1 protease (binding energy= -11.40 kcal/mol and Ki= 4.68 nM) than to plasmepsin I (binding energy= -9.96 kcal/mol and Ki= 50.94 nM). In this paper, computational studies of triterpenoids from Ganoderma lucidum with the catalytic site of HIV-1 protease and plasmepsin I, were performed using AutoDock 4.2. Nelfinavir and KNI-10006 were used as the standards for HIV-1 protease and plasmepsin I, respectively. The four compounds are able to interact with both enzymes. Ganoderat acid-B showed the best affinity to HIV-1 protease (binding energy= -7.49 kcal/mol and Ki= 0.001 mM) which is better than nelfinavir. Furthermore, the best affinity to Plasmepsin I is showed by ganodermanondiol (binding energy= -7.14 kcal/mol and Ki= 0.005 mM which is better than KNI-10006. According to the values of binding energy and inhibition constant, triterpenoids from Ganoderma lucidum could be developed further as both anti-HIV and anti-malaria.
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Andrographis paniculata or sambiloto is one of the most widely used medicinal herbs in Indonesia. The main bioactive chemical constituent, andrographolide, has been reported to have various pharmacological activities. Besides its function... more
Andrographis paniculata or sambiloto is one of the most widely used medicinal herbs in Indonesia. The main bioactive chemical constituent, andrographolide, has been reported to have various pharmacological activities. Besides its function for medical purposes, the sambiloto herbs infusion is frequently taken to maintain health. This study was conducted to determine the bioavailability of sambiloto herbs infusion in rabbit plasma, stomach, and liver, calculated as total andrographolide. Fourteen male New Zealand white rabbits were used in this study. Sambiloto herbs infusions were administered orally at the dose 7.04mL/kg body weight to each rabbit. Blood samples were taken at intervals 0.0; 0.5; 1.5; 2.0; 3.0; and 5.0h after infusion administration. Sambiloto herbs infusion, which calculated as andrographolide, levels in plasma, stomach, and liver were analyzed by high performance liquid chromatography using C-18 column as stationary phase and a mixture of methanol-double distilled water (60:40) as mobile phase. Bioavailability parameters obtained were Cmax 0.5549µg/mL (in stomach), 0.2136µg/mL (in plasma), 0.0051µg/mL (in liver); while tmax 1h (in stomach), 1.5h (in plasma), 2h (in liver); and AUC 1.7451µg.h/mL (in stomach), 0.434µg.h/mL (in plasma), 0.0038µg.h/mL (in liver). These data showed that in healthy animals, sambiloto herbs infusion was fastly absorbed from the stomach, distributed in the circulation system, and metabolized in the liver, in subsequent process. Sambiloto herbs infusion showed good bioavailability in rabbit.
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Nonivasive diagnosis of cancer can be provided by molecular imaging using hybrid modality to obtain better sensitivity, specificity and depiction localization of the disease. In this study, we developed a new molecular imaging agent,... more
Nonivasive diagnosis of cancer can be provided by molecular imaging using hybrid modality to obtain better sensitivity, specificity and depiction localization of the disease. In this study, we developed a new molecular imaging agent, radiogadolinium(III)-DOTA-PAMAM G3.0-trastuzumab in the form of 147Gd-DOTA-PAMAM G3.0-trastuzumab, that can be both target-specific radiopharmaceutical in SPECT as well as targeted contrast agent in MRI for the purpose of diagnosis of HER-2 positive breast cancer. 147Gd radionuclide emits γ-rays that can be used in SPECT modality, but because of technical constraint, 147Gd radionuclide was simulated by its radioisotope, 153Gd. Gd-DOTA complex has also been known as good MRI contrast agent. PAMAM G3.0 is useful to concentrate Gd-DOTA compelexes in large quantities, thus minimizing the number of trastuzumab molecules used. Trastuzumab is human monoclonal antibody that can spesifically interact with HER-2. Synthesis of radiogadolinium(III)-DOTA-PAMAM G3.0-trastuzumab was initiated by conjugating DOTA NHS ester ligand with PAMAM G3.0 dendrimer. The DOTA-PAMAM G3.0 produced was conjugated to trastuzumab molecule and labeled with 153Gd. Characterization DOTA-PAMAM G3.0-trastuzumab immunoconjugate was performed using HPLC system equipped with SEC. The formation of immunoconjugate was indicated by the shorter retention time (6.82 min) compared to that of trastuzumab (7.06 min). Radiochemical purity of radiogadolinium(III)-DOTA-PAMAM G3.0-trastuzumab was >99% after purification process by PD-10 desalting column. Radiogadolinium(III)-DOTA-PAMAM G3.0-trastuzumab compound was stable at room temperature and at 2–8 0C as indicated by its radiochemical purity 97.6 ± 0.5%–99.1 ± 0.5% after 144 h storage.
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Abstract: NF-kappaB plays a central role in coordinating the expression of various soluble proinflammatory mediators, such as cytokines and chemokines. In physiological conditions, NF-kappaB occurs within the cytoplasm and is retained by... more
Abstract: NF-kappaB plays a central role in coordinating the expression of various soluble proinflammatory mediators, such as cytokines and chemokines. In physiological conditions, NF-kappaB occurs within the cytoplasm and is retained by IkappaB, a protein inhibitor that masks the nuclear localization signal present in the NF-kappaB sequence.