Skip to main content
Top
Published in: BMC Complementary Medicine and Therapies 1/2024

Open Access 01-12-2024 | Research

Identification of novel AKT1 inhibitors from Sapria himalayana bioactive compounds using structure-based virtual screening and molecular dynamics simulations

Authors: Laldinfeli Ralte, Hmingremhlua Sailo, Rakesh Kumar, Laldinliana Khiangte, Nachimuthu Senthil Kumar, Yengkhom Tunginba Singh

Published in: BMC Complementary Medicine and Therapies | Issue 1/2024

Login to get access

Abstract

Through the experimental and computational analyses, the present study sought to elucidate the chemical composition and anticancer potential of Sapria himalayana plant extract (SHPE). An in vitro analysis of the plant extract was carried out to determine the anticancer potential. Further, network pharmacology, molecular docking, and molecular dynamic simulation were employed to evaluate the potential phytochemical compounds for cervical cancer (CC) drug formulations. The SHPE exhibited anti-cancerous potential through inhibition properties against cancer cell lines. The LC-MS profiling showed the presence of 14 compounds in SHPE. Using network pharmacology analysis, AKT1 (AKT serine/threonine kinase 1) is identified as the possible potential target, and EGFR (Epidermal Growth Factor Receptor) is identified as the possible key signal pathway. The major targets were determined to be AKT1, EGFR by topological analysis and molecular docking. An in silico interaction of phytoconstituents employing molecular docking demonstrated a high binding inclination of ergoloid mesylate and Ergosta-5,7,9(11),22-tetraen-3-ol, (3.beta.,22E)- with binding affinities of -15.5 kcal/mol, and -11.3 kcal/mol respectively. Further, MD simulation and PCA analyses showed that the phytochemicals possessed significant binding efficacy with CC protein. These results point the way for more investigation into SHPE compound’s potential as CC treatment.

Graphical Abstract

Appendix
Available only for authorised users
Literature
1.
go back to reference Liu L, Wang M, Li X, Yin S, Wang B. An overview of novel agents for cervical cancer treatment by inducing apoptosis: Emerging drugs ongoing clinical trials and preclinical studies. Front Med. 2021;8:682366.CrossRef Liu L, Wang M, Li X, Yin S, Wang B. An overview of novel agents for cervical cancer treatment by inducing apoptosis: Emerging drugs ongoing clinical trials and preclinical studies. Front Med. 2021;8:682366.CrossRef
2.
go back to reference Shanker N, Mathur P, Das P, Sathishkumar K, Shalini AJM, Chaturvedi M. Cancer scenario in North-East India & need for appropriate research agenda. Indian J Med Res. 2021;154(1):27–35.PubMedCentralCrossRefPubMed Shanker N, Mathur P, Das P, Sathishkumar K, Shalini AJM, Chaturvedi M. Cancer scenario in North-East India & need for appropriate research agenda. Indian J Med Res. 2021;154(1):27–35.PubMedCentralCrossRefPubMed
4.
go back to reference Li C, Qiu Y, Zhang Y. Research progress on therapeutic targeting of cancer-associated fibroblasts to tackle treatment-resistant NSCLC. Pharm (Basel). 2022;15(11):1411. Li C, Qiu Y, Zhang Y. Research progress on therapeutic targeting of cancer-associated fibroblasts to tackle treatment-resistant NSCLC. Pharm (Basel). 2022;15(11):1411.
6.
go back to reference Hashem S, Ali TA, Akhtar S, et al. Targeting cancer signaling pathways by natural products: exploring anti-cancer agents. Biomed Pharmacother. 2022;150:113054.CrossRefPubMed Hashem S, Ali TA, Akhtar S, et al. Targeting cancer signaling pathways by natural products: exploring anti-cancer agents. Biomed Pharmacother. 2022;150:113054.CrossRefPubMed
7.
go back to reference Arunachalam A, Adhikari D, Sarmah R, Majumder M, Khan ML. Population and conservation of Sapria himalayana Griffith in Namdapha National Park, Arunachal Pradesh India. Biodivers Conserv. 2004;13(13):2391–7.CrossRef Arunachalam A, Adhikari D, Sarmah R, Majumder M, Khan ML. Population and conservation of Sapria himalayana Griffith in Namdapha National Park, Arunachal Pradesh India. Biodivers Conserv. 2004;13(13):2391–7.CrossRef
8.
go back to reference Borah D, Ghosh D. Sapria himalayana the Indian cousin of World’s largest flower. Reson. 2018;23(4):479–89.CrossRef Borah D, Ghosh D. Sapria himalayana the Indian cousin of World’s largest flower. Reson. 2018;23(4):479–89.CrossRef
9.
go back to reference Ahmad A, Kumar A, Rawat SG, Gopi GV. Recent record of a threatened holoparasitic plant Sapria himalayana Griff. in Mehao wildlife Sanctuary, Arunachal Pradesh India. J Threat Taxa. 2020;12(10):16399–401.CrossRef Ahmad A, Kumar A, Rawat SG, Gopi GV. Recent record of a threatened holoparasitic plant Sapria himalayana Griff. in Mehao wildlife Sanctuary, Arunachal Pradesh India. J Threat Taxa. 2020;12(10):16399–401.CrossRef
10.
go back to reference Devi MM, Maring DPM, Devi A. A new distribution record and conservation plea of parasitic angiosperm Sapria himalayana Griffith in Manipur. J Biores. 2021;1(1):79–83. Devi MM, Maring DPM, Devi A. A new distribution record and conservation plea of parasitic angiosperm Sapria himalayana Griffith in Manipur. J Biores. 2021;1(1):79–83.
11.
go back to reference Ralte L, Sailo H, Singh SP, Khiangte L, Singh YT. New distribution record and DNA barcoding of Sapria himalayana Griff. (Rafflesiaceae), a rare and endangered holoparasitic plat from Mizoram India. J Threatened Taxa. 2022;14(12):22215–20.CrossRef Ralte L, Sailo H, Singh SP, Khiangte L, Singh YT. New distribution record and DNA barcoding of Sapria himalayana Griff. (Rafflesiaceae), a rare and endangered holoparasitic plat from Mizoram India. J Threatened Taxa. 2022;14(12):22215–20.CrossRef
12.
go back to reference Tanaka N, Nagamasu H, Tagane S, Aung M, Win AK, Hnin PP. Contribution to the Flora of Myanmar IV: a new species and newly recorded taxon of the genus Sapria (Rafflesiaceae). Taiwania. 2019;64(4):357–62. Tanaka N, Nagamasu H, Tagane S, Aung M, Win AK, Hnin PP. Contribution to the Flora of Myanmar IV: a new species and newly recorded taxon of the genus Sapria (Rafflesiaceae). Taiwania. 2019;64(4):357–62.
13.
go back to reference Elliott E. The distribution, status and ecology of Sapria himalayana Griff. (Rafflesiaceae) in Thailand. Br Ecol Soc Bull. 1990;11:246–9. Elliott E. The distribution, status and ecology of Sapria himalayana Griff. (Rafflesiaceae) in Thailand. Br Ecol Soc Bull. 1990;11:246–9.
14.
go back to reference Wangchuk P, Keller PA, Pyne SG, et al. Evaluation of an ethnopharmacologically selected Bhutanese medicinal plants for their major classes of phytochemicals and biological activities. J Ethnopharmacol. 2011;137(1):730–42.CrossRefPubMed Wangchuk P, Keller PA, Pyne SG, et al. Evaluation of an ethnopharmacologically selected Bhutanese medicinal plants for their major classes of phytochemicals and biological activities. J Ethnopharmacol. 2011;137(1):730–42.CrossRefPubMed
15.
go back to reference Wicaksono A, Raihandhany R, Zen TV, et al. Screening Rafflesia and Sapria metabolites using a bioinformatics approach to assess their potential as drugs. Phil J Sci. 2022;151(5):1771–91. Wicaksono A, Raihandhany R, Zen TV, et al. Screening Rafflesia and Sapria metabolites using a bioinformatics approach to assess their potential as drugs. Phil J Sci. 2022;151(5):1771–91.
16.
go back to reference Galani E, Christodoulou C. Human papilloma viruses and cancer in the post-vaccine era. Clin Microbiol Infect. 2009;15:977–81 (PMID: 19874381).CrossRefPubMed Galani E, Christodoulou C. Human papilloma viruses and cancer in the post-vaccine era. Clin Microbiol Infect. 2009;15:977–81 (PMID: 19874381).CrossRefPubMed
17.
go back to reference Hampson L, Martin-Hirsch P, Hampson IN. An overview of early investigational drugs for the treatment of human papilloma virus infection and associated dysplasia. Expert Opin Investig Drugs. 2015;24:1529–37.CrossRefPubMed Hampson L, Martin-Hirsch P, Hampson IN. An overview of early investigational drugs for the treatment of human papilloma virus infection and associated dysplasia. Expert Opin Investig Drugs. 2015;24:1529–37.CrossRefPubMed
18.
19.
go back to reference Kangsamaksin T, Chaithongyot S, et al. Lupeol and stigmasterol supress tumor angiogenesis and inhibit cholangiocarcinoma growth in mice via downregulation of tumor necrosis facto-α. PloS One. 2017;12:e0189628.PubMedCentralCrossRefPubMed Kangsamaksin T, Chaithongyot S, et al. Lupeol and stigmasterol supress tumor angiogenesis and inhibit cholangiocarcinoma growth in mice via downregulation of tumor necrosis facto-α. PloS One. 2017;12:e0189628.PubMedCentralCrossRefPubMed
20.
go back to reference Salaria D, Rolta R, Mehta J, et al. Phytoconstituents of traditional Himalayan herbs as potential inhibitors of Human Papillomavirus (HPV-18) for cervical cancer treatment: an insilico approach. PlosOne. 2022;17(3):e0265420.CrossRef Salaria D, Rolta R, Mehta J, et al. Phytoconstituents of traditional Himalayan herbs as potential inhibitors of Human Papillomavirus (HPV-18) for cervical cancer treatment: an insilico approach. PlosOne. 2022;17(3):e0265420.CrossRef
21.
go back to reference Tu Y, Wu Q, He J, Xu J, Yu S, Wang Q, Cheng Y, Yang Q, Xu S, Cao Y. Exploring the potential molecular mechanism of Scutellaria baicalensis Georgi in the treatment of gastric cancer based on network pharmacological analysis and molecular docking technology. Front Pharmacol. 2021;12:697704.PubMedCentralCrossRefPubMed Tu Y, Wu Q, He J, Xu J, Yu S, Wang Q, Cheng Y, Yang Q, Xu S, Cao Y. Exploring the potential molecular mechanism of Scutellaria baicalensis Georgi in the treatment of gastric cancer based on network pharmacological analysis and molecular docking technology. Front Pharmacol. 2021;12:697704.PubMedCentralCrossRefPubMed
22.
go back to reference Daina A, Michielin O, Zoete V. SwissADME: a free tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. Sci Rep. 2017;7:42717.ADSPubMedCentralCrossRefPubMed Daina A, Michielin O, Zoete V. SwissADME: a free tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. Sci Rep. 2017;7:42717.ADSPubMedCentralCrossRefPubMed
23.
go back to reference Hess B, Kutzner C, Van Der Spoel D, Lindahl E. GROMACS 4: Algorithms for highly efficient, load-balanced, and scalable molecular simulation. J Chem Theory Comput. 2008;4(3):435–47.CrossRefPubMed Hess B, Kutzner C, Van Der Spoel D, Lindahl E. GROMACS 4: Algorithms for highly efficient, load-balanced, and scalable molecular simulation. J Chem Theory Comput. 2008;4(3):435–47.CrossRefPubMed
24.
go back to reference Zoete V, Cuendet MA, Grosdidier A, Michielin O. SwissParam: a fast force field generation tool for small organic molecules. J Comput Chem. 2011;32(11):2359–68.CrossRefPubMed Zoete V, Cuendet MA, Grosdidier A, Michielin O. SwissParam: a fast force field generation tool for small organic molecules. J Comput Chem. 2011;32(11):2359–68.CrossRefPubMed
25.
go back to reference Hess B, Bekker H, Berendsen KJ, Fraaijie JG. LINCS: A linear constraint solver for molecular simulations. J Comput Chem. 1997;18(12):1463–72.CrossRef Hess B, Bekker H, Berendsen KJ, Fraaijie JG. LINCS: A linear constraint solver for molecular simulations. J Comput Chem. 1997;18(12):1463–72.CrossRef
26.
go back to reference Darden T, York D, Pedersen L. Particle mesh Ewald: An N-log (N) method for Ewald sums in large systems. J Chem Phys. 1993;98(12):10089–92.ADSCrossRef Darden T, York D, Pedersen L. Particle mesh Ewald: An N-log (N) method for Ewald sums in large systems. J Chem Phys. 1993;98(12):10089–92.ADSCrossRef
27.
go back to reference Bussi G, Donadio D, Parrinello M. Canonical sampling through velocity rescaling. J Chem Phys. 2007;126(1):014101.ADSCrossRefPubMed Bussi G, Donadio D, Parrinello M. Canonical sampling through velocity rescaling. J Chem Phys. 2007;126(1):014101.ADSCrossRefPubMed
28.
go back to reference Parrinello M, Rahman A. Polymorphic transition in single crystals: a new molecular dynamics method. J Appl Phys. 1981;52(12):7182–90.ADSCrossRef Parrinello M, Rahman A. Polymorphic transition in single crystals: a new molecular dynamics method. J Appl Phys. 1981;52(12):7182–90.ADSCrossRef
29.
go back to reference Moharana M, Pattanayak SK, Khan F. Bioactive compounds from Pandanous fascicularis as potential therapeutic candidate to tackle hepatitis A inhibition: Docking and molecular dynamics simulation study. J Biomol Struct Dyn. 2022;1–17. Moharana M, Pattanayak SK, Khan F. Bioactive compounds from Pandanous fascicularis as potential therapeutic candidate to tackle hepatitis A inhibition: Docking and molecular dynamics simulation study. J Biomol Struct Dyn. 2022;1–17.
30.
go back to reference Kumari R, Kumar R, Lynn A. G-mmpbsa- A GROMACS tool for high-throughput MM-PBSA calculation. J Chem Inform Modell. 2014;54(7):1951–62.CrossRef Kumari R, Kumar R, Lynn A. G-mmpbsa- A GROMACS tool for high-throughput MM-PBSA calculation. J Chem Inform Modell. 2014;54(7):1951–62.CrossRef
31.
go back to reference Kollman PA, Massova I, Reyes C, Kuhn B, Hup S, Chong L, Lee M, et al. Calculating structures and free energies of complex molecules: Combining molecular mechanics and continuum models. Accounts Chem Res. 2000;33(12):889–97.CrossRef Kollman PA, Massova I, Reyes C, Kuhn B, Hup S, Chong L, Lee M, et al. Calculating structures and free energies of complex molecules: Combining molecular mechanics and continuum models. Accounts Chem Res. 2000;33(12):889–97.CrossRef
32.
go back to reference Richmond TJ. Solvent accessible surface area and excluded volume in proteins. Analytical equations for overlapping spheres and implication for hydrophobic effect. J Mol Biol. 1984;178(1):63–89.CrossRefPubMed Richmond TJ. Solvent accessible surface area and excluded volume in proteins. Analytical equations for overlapping spheres and implication for hydrophobic effect. J Mol Biol. 1984;178(1):63–89.CrossRefPubMed
33.
go back to reference Turner PJ (2004) XMGRACE, Version 5.1.19. Center for Coastal and Land-Margin Research. Oregon Graduate Institute of Science and Technology: Beaverton. Turner PJ (2004) XMGRACE, Version 5.1.19. Center for Coastal and Land-Margin Research. Oregon Graduate Institute of Science and Technology: Beaverton.
34.
go back to reference Pandey V, Sahay S, Tiwari G, Ojha RP. Role of vander waals and electrostatic energy in binding of drugs with GP120: free energy calculation using MMGBSA method. J Shanghai Jiaotong Univ. 2020;16(9):242–52. Pandey V, Sahay S, Tiwari G, Ojha RP. Role of vander waals and electrostatic energy in binding of drugs with GP120: free energy calculation using MMGBSA method. J Shanghai Jiaotong Univ. 2020;16(9):242–52.
35.
go back to reference Dasmahapatra U, Kumar CK, Das S, Subramanian PT, Murali P, Isaac AE, Chanda K. In-silico molecular modelling, MM/GBSA binding free energy and molecular dynamics simulation study of novel pyrido fused imidazo [4, 5-c] quinolines as potential anti-tumor agents. Front Chem. 2022;10:991369.ADSPubMedCentralCrossRefPubMed Dasmahapatra U, Kumar CK, Das S, Subramanian PT, Murali P, Isaac AE, Chanda K. In-silico molecular modelling, MM/GBSA binding free energy and molecular dynamics simulation study of novel pyrido fused imidazo [4, 5-c] quinolines as potential anti-tumor agents. Front Chem. 2022;10:991369.ADSPubMedCentralCrossRefPubMed
36.
go back to reference Saikia S, Bordoloi M. Molecular docking: Challenges, advances and its use in drug discovery perspective. Curr Drug Targets. 2019;20(5):501–21.CrossRefPubMed Saikia S, Bordoloi M. Molecular docking: Challenges, advances and its use in drug discovery perspective. Curr Drug Targets. 2019;20(5):501–21.CrossRefPubMed
37.
go back to reference Li DJ, Shi J, Jin J, Du NY, He YT. Epidemiological trend of cervical cancer. Chin J Oncol. 2021;43(9):912–6. Li DJ, Shi J, Jin J, Du NY, He YT. Epidemiological trend of cervical cancer. Chin J Oncol. 2021;43(9):912–6.
39.
go back to reference Yang HJ, Xue JM, Li J, Wan LH, Zhu YX. Identification of key genes and pathways of diagnosis and prognosis in cervical cancer by bioinformatics analysis. Mol Genet Genom Med. 2020;8(6):e1200.CrossRef Yang HJ, Xue JM, Li J, Wan LH, Zhu YX. Identification of key genes and pathways of diagnosis and prognosis in cervical cancer by bioinformatics analysis. Mol Genet Genom Med. 2020;8(6):e1200.CrossRef
40.
go back to reference Jain R, Jain SK. Screening of in vitro cytotoxic activity of some medicinal plants used traditionally to treat cancer in Chhatisgarh state India. Asian Pac J Trop Biomed. 2011;1:S147–50.CrossRef Jain R, Jain SK. Screening of in vitro cytotoxic activity of some medicinal plants used traditionally to treat cancer in Chhatisgarh state India. Asian Pac J Trop Biomed. 2011;1:S147–50.CrossRef
41.
go back to reference Li CJ, Tsang SF, Tsai CH, Tsai HY, Chyuan JH, Hsu Y. Momordica charantia extract induces apoptosis in human cancer cells through caspase- and mitochondria-dependent pathways. Evid Based Complement Alternat Med. 2012;2:261971. Li CJ, Tsang SF, Tsai CH, Tsai HY, Chyuan JH, Hsu Y. Momordica charantia extract induces apoptosis in human cancer cells through caspase- and mitochondria-dependent pathways. Evid Based Complement Alternat Med. 2012;2:261971.
42.
go back to reference Oskoueian E, Abdullah N, Saad WZ, Omar AR, Kuan WB, Zolkifli NA, et al. Antioxidant, anti-inflammatory and anticancer activities of methanolic extracts from Jatropha curcas Linn. J Med Plants Res. 2011;5:49–57. Oskoueian E, Abdullah N, Saad WZ, Omar AR, Kuan WB, Zolkifli NA, et al. Antioxidant, anti-inflammatory and anticancer activities of methanolic extracts from Jatropha curcas Linn. J Med Plants Res. 2011;5:49–57.
43.
go back to reference Ujhelyi Z, Kalantari A, Vecsernyes M, Roka E, Fenyvesi F, Poka R, Kozma B, Bacskay I. The enhanced inhibitory effect of different antitumor agents in self-microemulsifying drug delivery systems on human cervical HeLa cells. Molecules. 2015;20:13226–39.PubMedCentralCrossRefPubMed Ujhelyi Z, Kalantari A, Vecsernyes M, Roka E, Fenyvesi F, Poka R, Kozma B, Bacskay I. The enhanced inhibitory effect of different antitumor agents in self-microemulsifying drug delivery systems on human cervical HeLa cells. Molecules. 2015;20:13226–39.PubMedCentralCrossRefPubMed
44.
go back to reference Lalitha LJ, Sales TJ, Clarance PP, Agastian P, Kom YO, Mahmoud AH, Alshikh MS, Tack JC, Na SW, Kim HJ. In vitro phytopharmacological and anticancer activity of Loranthus longiflorus Desv. Var. Falcatuskurz against human lung cancer cells. J King Saud Univ Sci. 2020;32:1246–53.CrossRef Lalitha LJ, Sales TJ, Clarance PP, Agastian P, Kom YO, Mahmoud AH, Alshikh MS, Tack JC, Na SW, Kim HJ. In vitro phytopharmacological and anticancer activity of Loranthus longiflorus Desv. Var. Falcatuskurz against human lung cancer cells. J King Saud Univ Sci. 2020;32:1246–53.CrossRef
45.
go back to reference Sivaloknathan S, Vijayababu MR, Balasubramanian MP. Effects of Terminalia arjuna bark extract on apoptosis of human hepatoma cell line HepG2. World J Gastroenterol. 2006;21(7):1018–24.CrossRef Sivaloknathan S, Vijayababu MR, Balasubramanian MP. Effects of Terminalia arjuna bark extract on apoptosis of human hepatoma cell line HepG2. World J Gastroenterol. 2006;21(7):1018–24.CrossRef
46.
go back to reference Mehdi SJ, Ahmad A, Irshad M, Manzoor N, Rizvi MMA. Cytotoxic effect of Carvacrol on human cervical cancer cells. Biol Med. 2011;3(2):307–12. Mehdi SJ, Ahmad A, Irshad M, Manzoor N, Rizvi MMA. Cytotoxic effect of Carvacrol on human cervical cancer cells. Biol Med. 2011;3(2):307–12.
48.
go back to reference Gauthier J, Vincent AT, Charette SJ, Derome N. A brief history of bioinformatics. Brief Bioinform. 2019;20(6):1981–96.CrossRefPubMed Gauthier J, Vincent AT, Charette SJ, Derome N. A brief history of bioinformatics. Brief Bioinform. 2019;20(6):1981–96.CrossRefPubMed
49.
50.
go back to reference Gaillard T. Evaluation of autodock and autodock Vina on the CASF-2013 benchmark. J Chem Inf Model. 2018;58:1697–706.CrossRefPubMed Gaillard T. Evaluation of autodock and autodock Vina on the CASF-2013 benchmark. J Chem Inf Model. 2018;58:1697–706.CrossRefPubMed
51.
go back to reference Luo TT, Lu Y, Yan S, Xiao X, Rong XL, Guo J. Network pharmacology in research of Chinese medicine formula: Methodology, application and perspective. Chin J Integr Med. 2020;26(1):72–80.CrossRefPubMed Luo TT, Lu Y, Yan S, Xiao X, Rong XL, Guo J. Network pharmacology in research of Chinese medicine formula: Methodology, application and perspective. Chin J Integr Med. 2020;26(1):72–80.CrossRefPubMed
52.
go back to reference Patel H, Polanco-Echeverry G, Segditsas S, Volikos E, et al. Activation of AKT and nuclear accumulation of wild type TP53 and MDM2 in anal squamous cell carcinoma. Int J Cancer. 2007;121(12):2668–73.CrossRefPubMed Patel H, Polanco-Echeverry G, Segditsas S, Volikos E, et al. Activation of AKT and nuclear accumulation of wild type TP53 and MDM2 in anal squamous cell carcinoma. Int J Cancer. 2007;121(12):2668–73.CrossRefPubMed
53.
go back to reference Kohrenhagen N, Voelker HU, Schmidt M, et al. Expression of transketolase-like 1 (TKTL1) and p-Akt correlates with the progression of cervical neoplasia. J Obs Gynaecol Res. 2008;34(3):293–300.CrossRef Kohrenhagen N, Voelker HU, Schmidt M, et al. Expression of transketolase-like 1 (TKTL1) and p-Akt correlates with the progression of cervical neoplasia. J Obs Gynaecol Res. 2008;34(3):293–300.CrossRef
55.
go back to reference Erdogan T. DFT, molecular docking and molecular dynamics simulation studies on some newly introduced natural products for their potential use against SARS-CoV-2. J Mol Struct. 2021;1242:130733.PubMedCentralCrossRefPubMed Erdogan T. DFT, molecular docking and molecular dynamics simulation studies on some newly introduced natural products for their potential use against SARS-CoV-2. J Mol Struct. 2021;1242:130733.PubMedCentralCrossRefPubMed
56.
go back to reference Simmerling C, Strockbine B, Roitberg AE. All atom structure prediction and folding simulations of a stable protein. J Am Chem Soc. 2002;124(38):11258–9.CrossRefPubMed Simmerling C, Strockbine B, Roitberg AE. All atom structure prediction and folding simulations of a stable protein. J Am Chem Soc. 2002;124(38):11258–9.CrossRefPubMed
57.
go back to reference Luo G, Lu F, Qiao L, Chen X, Li G, Zhang Y. Discovery of potential inhibitors of aldosterone synthase from Chinese herbs using pharmacophore modeling, molecular docking, and molecular dynamics simulation studies. BioMed Res Int. 2016;2016:e4182595.CrossRef Luo G, Lu F, Qiao L, Chen X, Li G, Zhang Y. Discovery of potential inhibitors of aldosterone synthase from Chinese herbs using pharmacophore modeling, molecular docking, and molecular dynamics simulation studies. BioMed Res Int. 2016;2016:e4182595.CrossRef
58.
go back to reference Pawara R, Ahmad I, Surana S, Patel H. Computational identification of 2,4-disubstituted amino pyrimidines as L858R/T790M-EGFR double mutant inhibitors using pharmacophore mapping, molecular docking, binding free energy calculation, DFT study and molecular dynamic simulation. Silico Pharmacol. 2021;9:54.CrossRef Pawara R, Ahmad I, Surana S, Patel H. Computational identification of 2,4-disubstituted amino pyrimidines as L858R/T790M-EGFR double mutant inhibitors using pharmacophore mapping, molecular docking, binding free energy calculation, DFT study and molecular dynamic simulation. Silico Pharmacol. 2021;9:54.CrossRef
59.
go back to reference Bhawadwaj KK, Ahmad I, Pati S, Ghosh A, et al. Potent bioactive compounds from seaweed waste to combat cancer through bioinformatics investigation. Front Nutr. 2022;9:889276.CrossRef Bhawadwaj KK, Ahmad I, Pati S, Ghosh A, et al. Potent bioactive compounds from seaweed waste to combat cancer through bioinformatics investigation. Front Nutr. 2022;9:889276.CrossRef
Metadata
Title
Identification of novel AKT1 inhibitors from Sapria himalayana bioactive compounds using structure-based virtual screening and molecular dynamics simulations
Authors
Laldinfeli Ralte
Hmingremhlua Sailo
Rakesh Kumar
Laldinliana Khiangte
Nachimuthu Senthil Kumar
Yengkhom Tunginba Singh
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Complementary Medicine and Therapies / Issue 1/2024
Electronic ISSN: 2662-7671
DOI
https://doi.org/10.1186/s12906-024-04415-3

Other articles of this Issue 1/2024

BMC Complementary Medicine and Therapies 1/2024 Go to the issue