• Title/Summary/Keyword: Affinity screening

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Identification of Selective STAT1 Inhibitors by Computational Approach

  • Veena Jaganivasan;Dona Samuel Karen;Bavya Chandrasekhar
    • Journal of Integrative Natural Science
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    • v.16 no.3
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    • pp.81-95
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    • 2023
  • Colorectal cancer is one of the most common types of cancer worldwide, ranking third after lung and breast cancer in terms of global prevalence. With an expected 1.93 million new cases and 935,000 deaths in 2020, it is more prevalent in males than in women. Evidence has shown that during the later stages of colon cancer, STAT1 promotes tumor progression by promoting cell survival and resistance to chemotherapy. Recent studies have shown that inhibiting STAT1 pathway leads to a reduction in tumor cell proliferation and growth, and can also promote apoptosis in colon cancer cells. One of the recent approaches in the field of drug discovery is drug repurposing. In drug repurposing approach we have virtually screened FDA database against STAT1 protein and their interactions have been studied through Molecular docking. Cross docking was performed with the top 10 compounds to be more specific with STAT1 comparing the affinity with STAT2, STAT3, STAT4, STAT5a, STAT5b and STAT6. The drugs that showed higher affinity were subjected to Conceptual - Density functional theory. Besides, the Molecular dynamic simulation was also carried out for the selected leads. We also validated in-vitro against colon cancer cell lines. The results showed mainly Acetyldigitoxin has shown better binding to the target. From this study, we can predict that the drug Acetyldigitoxin has shown noticeable inhibitory efficiency against STAT1, which in turn can also lead to the reduction of tumor cell growth in colon cancer.

Exploring the Potential of Natural Products as FoxO1 Inhibitors: an In Silico Approach

  • Anugya Gupta;Rajesh Haldhar;Vipul Agarwal;Dharmendra Singh Rajput;Kyung-Soo Chun;Sang Beom Han;Vinit Raj;Sangkil Lee
    • Biomolecules & Therapeutics
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    • v.32 no.3
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    • pp.390-398
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    • 2024
  • FoxO1, a member of the Forkhead transcription factor family subgroup O (FoxO), is expressed in a range of cell types and is crucial for various pathophysiological processes, such as apoptosis and inflammation. While FoxO1's roles in multiple diseases have been recognized, the target has remained largely unexplored due to the absence of cost-effective and efficient inhibitors. Therefore, there is a need for natural FoxO1 inhibitors with minimal adverse effects. In this study, docking, MMGBSA, and ADMET analyses were performed to identify natural compounds that exhibit strong binding affinity to FoxO1. The top candidates were then subjected to molecular dynamics (MD) simulations. A natural product library was screened for interaction with FoxO1 (PDB ID-3CO6) using the Glide module of the Schrödinger suite. In silico ADMET profiling was conducted using SwissADME and pkCSM web servers. Binding free energies of the selected compounds were assessed with the Prime-MMGBSA module, while the dynamics of the top hits were analyzed using the Desmond module of the Schrödinger suite. Several natural products demonstrated high docking scores with FoxO1, indicating their potential as FoxO1 inhibitors. Specifically, the docking scores of neochlorogenic acid and fraxin were both below -6.0. These compounds also exhibit favorable drug-like properties, and a 25 ns MD study revealed a stable interaction between fraxin and FoxO1. Our findings highlight the potential of various natural products, particularly fraxin, as effective FoxO1 inhibitors with strong binding affinity, dynamic stability, and suitable ADMET profiles.

Identification and Pharmacological Analysis of High Efficacy Small Molecule Inhibitors of EGF-EGFR Interactions in Clinical Treatment of Non-Small Cell Lung Carcinoma: a Computational Approach

  • Gudala, Suresh;Khan, Uzma;Kanungo, Niteesh;Bandaru, Srinivas;Hussain, Tajamul;Parihar, MS;Nayarisseri, Anuraj;Mundluru, Hema Prasad
    • Asian Pacific Journal of Cancer Prevention
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    • v.16 no.18
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    • pp.8191-8196
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    • 2016
  • Inhibition of EGFR-EGF interactions forms an important therapeutic rationale in treatment of non-small cell lung carcinoma. Established inhibitors have been successful in reducing proliferative processes observed in NSCLC, however patients suffer serious side effects. Considering the narrow therapeutic window of present EGFR inhibitors, the present study centred on identifying high efficacy EGFR inhibitors through structure based virtual screening strategies. Established inhibitors - Afatinib, Dacomitinib, Erlotinib, Lapatinib, Rociletinib formed parent compounds to retrieve similar compounds by linear fingerprint based tanimoto search with a threshold of 90%. The compounds (parents and respective similars) were docked at the EGF binding cleft of EGFR. Patch dock supervised protein-protein interactions were established between EGF and ligand (query and similar) bound and free states of EGFR. Compounds ADS103317, AKOS024836912, AGN-PC-0MXVWT, GNF-Pf-3539, SCHEMBL15205939 were retrieved respectively similar to Afatinib, Dacomitinib, Erlotinib, Lapatinib, Rociletinib. Compound-AGN-PC-0MXVWT akin to Erlotinib showed highest affinity against EGFR amongst all the compounds (parent and similar) assessed in the study. Further, AGN-PC-0MXVWT brought about significant blocking of EGFR-EGF interactions in addition showed appreciable ADMET properties and pharmacophoric features. In the study, we report AGN-PC-0MXVWT to be an efficient and high efficacy inhibitor of EGFR-EGF interactions identified through computational approaches.

Detection of Ref-1 (Redox factor-1) Interacting Protein Using the Yeast Two-hybrid System (Yeast two-hybrid system을 이용한 Ref-1 (redox factor-1) 결합 단백질의 분리 및 동정)

  • 이수복;김규원;배문경;배명호;정주원;안미영;김영진
    • Journal of Life Science
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    • v.14 no.1
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    • pp.26-31
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    • 2004
  • Redox factor-1 (Ref-1), known as a redox regulator, controls the DNA binding of AP-1 and is activated in HT29 colon cancer cells by hypoxia in vitro. REF-1 also increases tile DNA binding affinity of Hypoxia-inducible Factor-lalpha$ (HIF-lalpha$), HIF-like Factor (HLF) and early growth response-1 (Egr-1) which induce expression of the genes involved in angiogenesis, so that we speculate that REF-1 may play a role in hypoxia-induced angiogenesis. In this research we tried to detect novel proteins interacting with REF-1 using Yeast two-hybrid system using full-length REF-1 cDNA as bait. As result of such screening we detected 3 positive clones. DNA sequencing and GeneBank search revealed that one of the clones contained the same sequences as M.musculus cDNA for tioredoxin.

Identification of the Antidepressant Vilazodone as an Inhibitor of Inositol Polyphosphate Multikinase by Structure-Based Drug Repositioning

  • Lee, Boah;Park, Seung Ju;Lee, Seulgi;Park, Seung Eun;Lee, Eunhye;Song, Ji-Joon;Byun, Youngjoo;Kim, Seyun
    • Molecules and Cells
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    • v.43 no.3
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    • pp.222-227
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    • 2020
  • Inositol polyphosphate multikinase (IPMK) is required for the biosynthesis of inositol phosphates (IPs) through the phosphorylation of multiple IP metabolites such as IP3 and IP4. The biological significance of IPMK's catalytic actions to regulate cellular signaling events such as growth and metabolism has been studied extensively. However, pharmacological reagents that inhibit IPMK have not yet been identified. We employed a structure-based virtual screening of publicly available U.S. Food and Drug Administration-approved drugs and chemicals that identified the antidepressant, vilazodone, as an IPMK inhibitor. Docking simulations and pharmacophore analyses showed that vilazodone has a higher affinity for the ATP-binding catalytic region of IPMK than ATP and we validated that vilazodone inhibits IPMK's IP kinase activities in vitro. The incubation of vilazodone with NIH3T3-L1 fibroblasts reduced cellular levels of IP5 and other highly phosphorylated IPs without influencing IP4 levels. We further found decreased Akt phosphorylation in vilazodone-treated HCT116 cancer cells. These data clearly indicate selective cellular actions of vilazodone against IPMK-dependent catalytic steps in IP metabolism and Akt activation. Collectively, our data demonstrate vilazodone as a method to inhibit cellular IPMK, providing a valuable pharmacological agent to study and target the biological and pathological processes governed by IPMK.

Protein target identification of ginsenosides in skeletal muscle tissues: discovery of natural small-molecule activators of muscle-type creatine kinase

  • Chen, Feiyan;Zhu, Kexuan;Chen, Lin;Ouyang, Liufeng;Chen, Cuihua;Gu, Ling;Jiang, Yucui;Wang, Zhongli;Lin, Zixuan;Zhang, Qiang;Shao, Xiao;Dai, Jianguo;Zhao, Yunan
    • Journal of Ginseng Research
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    • v.44 no.3
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    • pp.461-474
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    • 2020
  • Background: Ginseng effectively reduces fatigue in both animal models and clinical trials. However, the mechanism of action is not completely understood, and its molecular targets remain largely unknown. Methods: By screening for proteins that interact with the primary components of ginseng (ginsenosides) in an affinity chromatography assay, we have identified muscle-type creatine kinase (CK-MM) as a potential target in skeletal muscle tissues. Results: Biolayer interferometry analysis showed that ginsenoside metabolites, instead of parent ginsenosides, had direct interaction with recombinant human CK-MM. Subsequently, 20(S)-protopanaxadiol (PPD), which is a ginsenoside metabolite and displayed the strongest interaction with CK-MM in the study, was selected as a representative to confirm direct binding and its biological importance. Biolayer interferometry kinetics analysis and isothermal titration calorimetry assay demonstrated that PPD specifically bound to human CK-MM. Moreover, the mutation of key amino acids predicted by molecular docking decreased the affinity between PPD and CK-MM. The direct binding activated CK-MM activity in vitro and in vivo, which increased the levels of tissue phosphocreatine and strengthened the function of the creatine kinase/phosphocreatine system in skeletal muscle, thus buffering cellular ATP, delaying exercise-induced lactate accumulation, and improving exercise performance in mice. Conclusion: Our results suggest a cellular target and an initiating molecular event by which ginseng reduces fatigue. All these findings indicate PPD as a small molecular activator of CK-MM, which can help in further developing better CK-MM activators based on the dammarane-type triterpenoid structure.

A novel anti-adhesion agent using DNA aptamers for Streptococcus mutans (DNA 앱타머를 이용한 Streptococcus mutans의 부착 억제)

  • Park, Byung-Ju;Ohk, Seung-Ho
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.3
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    • pp.382-388
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    • 2018
  • In this study, the SELEX method was used to screen for and select aptamers with high selectivity and affinity for Streptococcus mutans, which is the causative agent of dental caries. Aptamers are single stranded oligonucleotides of DNA or RNA with high selectivity and affinity for target molecules because of their specific three-dimensional structures that are used to collect biometric information. When compared to antibodies in vitro, aptamers are more advantageous because of their ease of use in the screening process, low cost, chemical stability, and lack of restrictions on the target molecules. We sorted DNA aptamers, which contain 44 bp or 38 bp primer sequences in 5' and 3', 39 bp random sequences in the middle.We then analyzed the character and affinity to S. mutans. Aptamers of specific oligonucleotides that combine with S. mutans were selected and these results are selectively fused to S. mutans. The results confirmed that DNA aptamers can be used for rapid diagnosis and treatment of dental caries caused by bacteria of the oral cavity, namely S. mutans.

Expression of the Pro-Domain-Deleted Active Form of Caspase-6 in Escherichia coli

  • Lee, Phil Young;Cho, Jin Hwa;Chi, Seung Wook;Bae, Kwang-Hee;Cho, Sayeon;Park, Byoung Chul;Kim, Jeong-Hoon;Park, Sung Goo
    • Journal of Microbiology and Biotechnology
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    • v.24 no.5
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    • pp.719-723
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    • 2014
  • Caspases are a family of cysteine proteases that play an important role in the apoptotic pathway. Caspase-6 is an apoptosis effector that cleaves a variety of cellular substrates. The active form of the enzyme is required for use in research. However, it has been difficult to obtain sufficient quantities of active caspase-6 from Escherichia coli. In the present study, we constructed a caspase-6 with a 23-amino-acid deletion in the pro-domain. This engineered enzyme was expressed as a soluble protein in E. coli and was purified using affinity resin. In vitro enzyme assay and cleavage analysis revealed that the engineered active caspase-6 protein had characteristics similar to those of wild-type caspase-6. This novel method can be a valuable tool for obtaining active caspase-6 that can be used for screening caspase-6-specific substrates, which in turn can be used to elucidate the function of caspase-6 in apoptosis.

Screening of Peptides Bound to Anthrax Protective Antigen by Phage Display

  • Kim, Joung-Mok;Park, Hye-Yeon;Choi, Kyoung-Jae;Jung, Hoe-Il;Han, Sung-Hwan;Lee, Jae-Seong;Park, Joon-Shik;Yoon, Moon-Young
    • Journal of Microbiology and Biotechnology
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    • v.16 no.11
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    • pp.1784-1790
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    • 2006
  • Bacillus anthracis is a causative agent of anthrax. Anthrax toxins are composed of a protective antigen (PA), lethal factor (LF), and edema factor (EF), in which the PA is a central mediator for the delivery of the two enzymatic moieties LF and EF. Therefore, the PA has been an attractive target in the prevention and vaccinization for anthrax toxin. Recently, it has been reported that the molecule consisting of multiple copies of PA-binding peptide, covalently linked to a flexible polymer backbone, blocked intoxification of anthrax toxin in an animal model. In the present study, we have screened novel diverse peptides that bind to PA with a high affinity (picomolar range) from an M13 peptide display library and characterized the binding regions of the peptides. Our works provide a basis to develop novel potent inhibitors or diagnostic probes with a diverse polyvalence.

Overexpression and Purification of p24 and gp41 Proteins of Human Immunodeficiency Virus Type 1 in E. coli (대장균에서 인간면역결핍 바이러스 1형의 gag p24 및 env gp41 단백질의 과발현 및 정제)

  • Kim, Chae-Young;Shin, Soon-Cheon;Lee, Sung-Hee;Kim, Won-Bae;Kim, Byong-Moon
    • The Journal of Korean Society of Virology
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    • v.28 no.1
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    • pp.21-30
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    • 1998
  • Synthetic genes encoding the gag p24 and the part of the envelope protein gp41 of the human immunodeficiency virus (HIV-1) were cloned and overexpressed as fusion proteins in Escherichia coli, using an expression vector carrying T7 promoter and the poly-histidine leader, sequence. The overexpressed p24 fusion protein was purified by centrifugation, Ni-affinity chromatography and CM-sepharose chromatography. The overexpressed gp41 fusion protein was purified by centrifugation, $C_4$ chromatography and DEAE-sepharose chromatography. The purified fusion proteins showed a high level of purity and immunoreactivity in SDS-polyacrylamide gel electrophoresis and western blot analysis. These results suggest that this prokaryotic - expression purification method is suitable for obtaining a large amount of the viral antigen which may be useful for screening of antibodies to HIV-1 in human blood samples.

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