Periódico de Acesso Aberto
2.1
Calculated on 05 May, 2025
0.25
Powered by scimagojr.com
Informações do autor
Informações do autor
Informações do autor
Informações do autor
Informações do autor
Informações do autor
Informações do autor
Informações do autor
Informações do autor
The growing threat of multidrug-resistant (MDR) pathogens such as Staphylococcus aureus and Pseudomonas aeruginosa necessitates discovery strategies that move beyond conventional single-target antibiotics. Here, we report a dereplication-guided pipeline applied to the mangrove-derived fungus Aspergillus sp. PLP1-F1, cultivated under an one strain–many compounds (OSMAC) solid-state fermentation using agro-industrial waste substrates to activate cryptic biosynthetic pathways. Molecular networking revealed 24 compounds with diverse chemical structures, including spiro-γ-dilactone, chinulin, anthraquinoline, notoamides, epi-fiscalins, okaramines, aspergillides, and cinatrins. The fungal extract exhibited potent antibacterial against resistant pathogen with a minimum inhibition concentration (MIC) of 250 µg/mL. To support these findings, pharmacokinetic profiling (ADME) identified 13 metabolites with favorable drug-likeness properties. Molecular docking against the bacterial division protein FtsZ highlighted three lead candidates epi-fiscalin C (16) (-8.89 kcal/mol), notoamide A (20) (-9.05 kcal/mol), and notoamide O (21) (-8.52 kcal/mol) with superior binding affinities compared to ciprofloxacin (-8.23 kcal/mol), suggesting interference with bacterial cytokinesis. Protein–protein interaction analyses further demonstrated that these alkaloids modulate host signaling networks, including EGFR–MAPK, PI3K–mTOR, caspase-mediated apoptosis, and matrix metalloproteinases. Functional enrichment additionally implicated IL‑17 signaling and neutrophil extracellular trap formation, pathways central to antibacterial immunity and inflammation control. Notably, FtsZ was not a central hub within the interaction networks, indicating that direct bacterial inhibition likely functions as a supportive mechanism alongside host-directed effects. Collectively this study underscores the value of OSMAC-driven metabolomics and systems pharmacology in accelerating natural product discovery, offering a scalable framework for identifying marine fungal metabolites with complex, resistance-resilient mechanisms of action.
[1] F. S. Martins, S. Kollipara, P. Sivadasu, M. Yu, P. Severino, and E. Souto. (2025). "The Innovation Paradox in Emerging Pharmaceutical Markets: Barriers and Opportunities for Sustainable Development". Pharmaceutical Research. 42 (6): 1047-1058. 10.1007/s11095-025-03856-w.
DOI: https://doi.org/10.1007/s11095-025-03856-w[2] M. L. Pulung, R. T. Swasono, E. N. Sholikhah, R. Yogaswara, G. Primahana, and T. J. Raharjo. (2025). "Antiplasmodial and Metabolite Profiling of Hyrtios sp. Sponge Extract from Southeast Sulawesi Marine Using LC-HRMS, Molecular Docking, Pharmacokinetic, Drug-likeness, Toxicity, and Molecular Dynamics Simulation". Journal of Multidisciplinary Applied Natural Science. 5 (2): 487-508. 10.47352/jmans.2774-3047.259.
DOI: https://doi.org/10.47352/jmans.2774-3047.259[3] Y. J. Li, M. H. Qiu, and X. R. Peng. (2026). "Revolutionizing Microbial Treasure Troves: Innovative Strategies for Natural Products Discovery". Natural Products and Bioprospecting. 16 (1): 12. 10.1007/s13659-025-00565-0.
DOI: https://doi.org/10.1007/s13659-025-00565-0[4] A. Patil and S. Selvaraj. (2025). In: "Bioprospecting of Multi-Tasking Fungi for Therapeutic Applications: Volume II, K. B. Uppuluri and R. Selvasembian Eds." Singapore: Springer Nature. 1-27. 10.1007/978-981-96-2975-6_1.
DOI: https://doi.org/10.1007/978-981-96-2975-6_1[5] V. Dishliyska. (2025). "Biological Potential of Extremophilic Filamentous Fungi for the Production of New Compounds with Antimicrobial Effect". Fermentation. 11 (6). 10.3390/fermentation11060347.
DOI: https://doi.org/10.3390/fermentation11060347[6] S. Prakash, H. Kumari, M. Sinha, and A. Kumar. (2025). "Regulation and Induction of Fungal Secondary Metabolites: A Comprehensive Review". Archives of Microbiology. 207 (8): 189. 10.1007/s00203-025-04386-0.
DOI: https://doi.org/10.1007/s00203-025-04386-0[7] J. Wang, X. Ji, Z. Xin, J. Hu, Z. Liu, and S. Shi. (2026). "Development of Microbial Chassis for Production of Fungal Natural Products". Critical Reviews in Biotechnology. 1-16. 10.1080/07388551.2025.2608895.
DOI: https://doi.org/10.1080/07388551.2025.2608895[8] P. K. Sodhi. (2025). "Exploring the Modern Approaches to Enhance Fungal Endophyte-Derived Bioactive Secondary Metabolites". 3 Biotech. 15 (6): 156. 10.1007/s13205-025-04328-z.
DOI: https://doi.org/10.1007/s13205-025-04328-z[9] A. A. Zhgun. (2023). "Fungal BGCs for Production of Secondary Metabolites: Main Types, Central Roles in Strain Improvement, and Regulation According to the Piano Principle". International Journal of Molecular Sciences. 24 (13). 10.3390/ijms241311184.
DOI: https://doi.org/10.3390/ijms241311184[10] A. Setiawan. (2021). "Solid State Fermentation of Shrimp Shell Waste Using Pseudonocardia carboxydivorans 18A13O1 to Produce Bioactive Metabolites". Fermentation. 7 (4): 247. 10.3390/fermentation7040247.
DOI: https://doi.org/10.3390/fermentation7040247[11] B. Deva Darshinii, D. Yuvarajan, and K. Anbarasu.). "Industrial Byproducts as Sustainable Feedstocks for Biopharmaceutical Manufacturing: Waste-to-Medicine Pathways for a Circular Economy". Biotechnology and Applied Biochemistry. 10.1002/bab.70124.
DOI: https://doi.org/10.1002/bab.70124[12] S. K. Banerjee, M. M. Lahiri, D. Agarwal, and H. Agrawal. (2025). "Addressing Awareness and Affordability of Generic Medicines in India: A Data Driven Strategic Framework". Journal of Multidisciplinary Applied Natural Science. 10.47352/jmans.2774-3047.285.
DOI: https://doi.org/10.47352/jmans.2774-3047.285[13] R. Schmid. (2023). "Integrative Analysis of Multimodal Mass Spectrometry Data in MZmine 3". Nature Biotechnology. 41 (4): 447-449. 10.1038/s41587-023-01690-2.
DOI: https://doi.org/10.1038/s41587-023-01690-2[14] S. N. Rivai, S. Kristianto, R. E. Putri, A. Fatiqin, and M. H. Z. Abidin. (2025). "Modification of the QuEChERS Method for Drug Analysis in Biological Sample: A Review". Journal of Multidisciplinary Applied Natural Science. 5 (2): 523-535. 10.47352/jmans.2774-3047.261.
DOI: https://doi.org/10.47352/jmans.2774-3047.261[15] R. Yogaswara, H. D. Pranowo, N. Prasetyo, and M. L. Pulung. (2025). "Investigation of New 4-Benzyloxy-2-trichloromethylquinazoline Derivatives as Plasmodium falciparum Dihydrofolate Reductase-thymidylate Synthase Inhibitors: QSAR, ADME, Drug-likeness, Toxicity, Molecular Docking and Molecular Dynamics Simulation". Journal of Multidisciplinary Applied Natural Science. 5 (2): 456-486. 10.47352/jmans.2774-3047.258.
DOI: https://doi.org/10.47352/jmans.2774-3047.258[16] Y. J. Choi, K. Saravanakumar, J. Joo, B. Nam, Y. Park, S. Lee, S. Park, Z. Li, L. Yao, Y. Kim, N. Irfan, and N. Cho. (2025). "Metabolomics and Network Pharmacology Approach to Identify Potential Bioactive Compounds from Trichoderma sp. Against Oral Squamous Cell Carcinoma". Computational Biology and Chemistry. 115 : 108348. 10.1016/j.compbiolchem.2025.108348.
DOI: https://doi.org/10.1016/j.compbiolchem.2025.108348[17] N. Das, S. Singh, and P. Swaminathan. (2025). "Rational Drug Designing for Antimicrobial Resistance: New Strategies and Targets". Current Pharmacology Reports. 11 (1): 44. 10.1007/s40495-025-00424-z.
DOI: https://doi.org/10.1007/s40495-025-00424-z[18] X. Bi, Y. Wang, J. Wang, and C. Liu. (2025). "Machine Learning for Multi-Target Drug Discovery: Challenges and Opportunities in Systems Pharmacology". Pharmaceutics. 17 (9). 10.3390/pharmaceutics17091186.
DOI: https://doi.org/10.3390/pharmaceutics17091186[19] A. Setiawan, F. Setiawan, N. L. G. R. Juliasih, W. Widyastuti, A. Laila, W. A. Setiawan, F. M. Djailani, M. Mulyono, J. Hendri, and M. Arai. (2022). "Fungicide Activity of Culture Extract from Kocuria palustris 19C38A1 Against Fusarium oxysporum". Journal of Fungi. 8 (3): 280. 10.3390/jof8030280.
DOI: https://doi.org/10.3390/jof8030280[20] M. C. Chambers, B. Maclean, R. Burke, D. Amodei, D. L. Ruderman, S. Neumann, L. Gatto, B. Fischer, B. Pratt, J. Egertson, K. Hoff, D. Kessner, N. Tasman, N. Shulman, B. Frewen, T. A. Baker, M. Brusniak, C. Paulse, D. Creasy, and P. Mallick. (2012). "A Cross-Platform Toolkit for Mass Spectrometry and Proteomics". Nature Biotechnology. 30 (10): 918-920. 10.1038/nbt.2377.
DOI: https://doi.org/10.1038/nbt.2377[21] A. Daina, O. Michielin, and V. Zoete. (2017). "SwissADME: A Free Web Tool to Evaluate Pharmacokinetics, Drug-Likeness and Medicinal Chemistry Friendliness of Small Molecules". Scientific Reports. 7 (1): 42717. 10.1038/srep42717.
DOI: https://doi.org/10.1038/srep42717[22] C. A. Lipinski. (2016). "Rule of Five in 2015 and Beyond: Target and Ligand Structural Limitations, Ligand Chemistry Structure and Drug Discovery Project Decisions". Advanced Drug Delivery Reviews. 101 : 34-41. 10.1016/j.addr.2016.04.029.
DOI: https://doi.org/10.1016/j.addr.2016.04.029[23] M. A. Bahar, D. Setiawan, E. Hak, and B. Wilffert. (2017). "Pharmacogenetics of Drug-Drug Interaction and Drug-Drug-Gene Interaction: A Systematic Review on CYP2C9, CYP2C19 and CYP2D6". Pharmacogenomics. 18 (7): 701-739. 10.2217/pgs-2017-0194.
DOI: https://doi.org/10.2217/pgs-2017-0194[24] A. Daina and V. Zoete. (2024). "Testing the Predictive Power of Reverse Screening to Infer Drug Targets, with the Help of Machine Learning". Communications Chemistry. 7 (1): 105. 10.1038/s42004-024-01179-2.
DOI: https://doi.org/10.1038/s42004-024-01179-2[25] H. Dong, M. Li, H. Chen, L. Tian, W. Wei, S. Wang, G. Cheng, and S. Liu. (2023). "Using Network Pharmacological Analysis and Molecular Docking to Investigate the Mechanism of Action of Quercetin's Suppression of Oral Cancer". Journal of Cancer Research and Clinical Oncology. 149 (16): 15055-15067. 10.1007/s00432-023-05290-0.
DOI: https://doi.org/10.1007/s00432-023-05290-0[26] S. X. Ge, D. Jung, and R. Yao. (2020). "ShinyGO: A Graphical Gene-Set Enrichment Tool for Animals and Plants". Bioinformatics. 36 (8): 2628-2629. 10.1093/bioinformatics/btz931.
DOI: https://doi.org/10.1093/bioinformatics/btz931[27] N. A. Zulkifli and L. Zakaria. (2017). "Morphological and Molecular Diversity of Aspergillus From Corn Grain Used as Livestock Feed". HAYATI Journal of Biosciences. 24 (1): 26-34. 10.1016/j.hjb.2017.05.002.
DOI: https://doi.org/10.1016/j.hjb.2017.05.002[28] P. Krijgsheld, R. Bleichrodt, G. Van Veluw, F. Wang, W. Müller, J. Dijksterhuis, and H. Wösten. (2013). "Development in Aspergillus". Studies in Mycology. 74 (1): 1-29. 10.3114/sim0006.
DOI: https://doi.org/10.3114/sim0006[29] J. Y. Hur, E. Jeong, Y. C. Kim, and S. R. Lee. (2023). "Strategies for Natural Product Discovery by Unlocking Cryptic Biosynthetic Gene Clusters in Fungi". Separations. 10 (6). 10.3390/separations10060333.
DOI: https://doi.org/10.3390/separations10060333[30] S. Suminto, A. A. Huang, U. Hasanah, and W. Nurcholis. (2024). "Optimizing Solid-State Fermentation for Metabolite Enrichment by Aspergillus tamarii on Rice Bran and Wheat". Journal of Applied Biology and Biotechnology. 12 (4): 195-202. 10.7324/JABB.2024.179836.
DOI: https://doi.org/10.7324/JABB.2024.179836[31] X. Ma, G. Gözaydın, H. Yang, W. Ning, X. Han, N. Y. Poon, H. Liang, N. Yan, and K. Zhou. (2020). "Upcycling Chitin-Containing Waste Into Organonitrogen Chemicals via an Integrated Process". Proceedings of the National Academy of Sciences of the United States of America. 117 (14): 7719-7728. 10.1073/pnas.1919862117.
DOI: https://doi.org/10.1073/pnas.1919862117[32] V. H. T. Pham, J. Kim, J. Shim, S. Chang, and W. Chung. (2022). "Coconut Mesocarp-Based Lignocellulosic Waste as a Substrate for Cellulase Production From High Promising Multienzyme-Producing Bacillus amyloliquefaciens FW2 Without Pretreatments". Microorganisms. 10 (2). 10.3390/microorganisms10020327.
DOI: https://doi.org/10.3390/microorganisms10020327[33] C. C. Kong, J. Y. Wang, B. H. Shan, H. X. Zhang, S. Qin, and C. G. Ren. (2025). "Marine Endophytes: Biosynthetic Engines for Novel Bioactive Metabolites". Frontiers in Microbiology. 16. 10.3389/fmicb.2025.1684777.
DOI: https://doi.org/10.3389/fmicb.2025.1684777[34] A. C. O. Silva, E. F. Santana, A. M. Saraiva, F. N. Coutinho, R. H. A. Castro, M. N. C. Pisciottano, E. L. C. Amorim, and U. P. Albuquerque. (2013). "Which Approach Is More Effective in the Selection of Plants With Antimicrobial Activity?". Evidence-Based Complementary and Alternative Medicine. 2013 (1): 308980. 10.1155/2013/308980.
DOI: https://doi.org/10.1155/2013/308980[35] H. Han, R. Liu, J. J. Woo, J. S. Hur, and W. Kim. (2025). "Generation of a Clean Host for Polyketide Production Using Agricultural Wastes in Ascochyta rabiei". Mycobiology. 53 (2): 225-235. 10.1080/12298093.2025.2460292.
DOI: https://doi.org/10.1080/12298093.2025.2460292[36] C. L. López-García, G. Guerra-Sánchez, F. Santoyo-Tepole, and D. R. Olicón-Hernández. (2024). "Chitinase Induction in Trichoderma harzianum: A Solid-State Fermentation Approach Using Shrimp Waste and Wheat Bran/Commercial Chitin for Chitooligosaccharides Synthesis". Preparative Biochemistry and Biotechnology. 54 (8): 1040-1050. 10.1080/10826068.2024.2313631.
DOI: https://doi.org/10.1080/10826068.2024.2313631[37] M. Chen, Y. Wu, P. Zhang, Z. Lin, J. Shi, J. Li, B. Yan, L. Guo, W. Zhang, Q. Shi, and J. Liu. (2025). "Exploring Metabolite Diversification via OSMAC Strategy and UPLC-QTOF-MS in Aspergillus sp. Y-WS27". Fitoterapia. 185 : 106665. 10.1016/j.fitote.2025.106665.
DOI: https://doi.org/10.1016/j.fitote.2025.106665[38] A. Setiawan, F. Setiawan, S. Susianti, W. A. Setiawan, P. Ahmadi, R. Pangestu, J. Hendri, and N. L. G. R. Juliasih. (2025). "Chemical Profile of The Ethyl Acetate Extract of Aspergillus sydowi, 22-PLP1-F1, as Antibacterial Agent Against Clinically Resistant Strains of Staphylococcus aureus and Pseudomonas aeruginosa". Journal of Multidisciplinary Applied Natural Science. 5 (1). 10.47352/jmans.2774-3047.238.
DOI: https://doi.org/10.47352/jmans.2774-3047.238[39] K. Tanaka, H. Itazaki, and T. Yoshida. (1992). "CINATRINS, A Novel Family of Phospholipase A2 Inhibitors II. Biological Activities". The Journal of Antibiotics. 45 (1): 50-55. 10.7164/antibiotics.45.50.
DOI: https://doi.org/10.7164/antibiotics.45.50[40] Y. Matsuda, T. Awakawa, T. Mori, and I. Abe. (2016). "Unusual Chemistries in Fungal Meroterpenoid Biosynthesis". Current Opinion in Chemical Biology. 31 : 1-7. 10.1016/j.cbpa.2015.11.001.
DOI: https://doi.org/10.1016/j.cbpa.2015.11.001[41] Y. Yang, Y. Liang, F. Cui, Y. Wang, L. Sun, X. Zan, and W. Sun. (2023). "UDP-Glycosyltransferases in Edible Fungi: Function, Structure, and Catalytic Mechanism". Fermentation. 9 (2). 10.3390/fermentation9020164.
DOI: https://doi.org/10.3390/fermentation9020164[42] P. K. Sadh, S. Duhan, and J. S. Duhan. (2018). "Agro-Industrial Wastes and Their Utilization Using Solid State Fermentation: A Review". Bioresources and Bioprocessing. 5 (1): 1. 10.1186/s40643-017-0187-z.
DOI: https://doi.org/10.1186/s40643-017-0187-z[43] V. Rodríguez Martín-Aragón, M. Trigal Martínez, C. Cuadrado, A. H. Daranas, A. Fernández Medarde, and J. M. Sánchez López. (2023). "OSMAC Approach and Cocultivation for the Induction of Secondary Metabolism of the Fungus Pleotrichocladium opacum". ACS Omega. 8 (42): 39873-39885. 10.1021/acsomega.3c06299.
DOI: https://doi.org/10.1021/acsomega.3c06299[44] O. F. Smetanina, A. N. Yurchenko, E. V. Girich, P. T. H. Trinh, A. S. Antonov, S. A. Dyshlovoy, G. Von Amsberg, N. Y. Kim, E. A. Chingizova, E. A. Pislyagin, E. S. Menchinskaya, E. A. Yurchenko, T. T. T. Van, and S. S. Afiyatullov. (2019). "Biologically Active Echinulin-Related Indolediketopiperazines From the Marine Sediment-Derived Fungus Aspergillus niveoglaucus". Molecules. 25 (1). 10.3390/molecules25010061.
DOI: https://doi.org/10.3390/molecules25010061[45] V. Wohlgemuth, F. Kindinger, X. Xie, B. G. Wang, and S. M. Li. (2017). "Two Prenyltransferases Govern a Consecutive Prenylation Cascade in the Biosynthesis of Echinulin and Neoechinulin". Organic Letters. 19 (21): 5928-5931. 10.1021/acs.orglett.7b02926.
DOI: https://doi.org/10.1021/acs.orglett.7b02926[46] Q. Sun, M. Huang, and Y. Wei. (2021). "Diversity of the Reaction Mechanisms of SAM-Dependent Enzymes". Acta Pharmaceutica Sinica B. 11 (3): 632-650. 10.1016/j.apsb.2020.08.011.
DOI: https://doi.org/10.1016/j.apsb.2020.08.011[47] R. Ushimaru and I. Abe. (2023). "C-N and C-S Bond Formation by Cytochrome P450 Enzymes". Trends in Chemistry. 5 (7): 526-536. 10.1016/j.trechm.2023.04.008.
DOI: https://doi.org/10.1016/j.trechm.2023.04.008[48] P. R. Ortiz de Montellano. (2010). "Hydrocarbon Hydroxylation by Cytochrome P450 Enzymes". Chemical Reviews. 110 (2): 932-948. 10.1021/cr9002193.
DOI: https://doi.org/10.1021/cr9002193[49] T. Szabó, B. Volk, and M. Milen. (2021). "Recent Advances in the Synthesis of β-Carboline Alkaloids". Molecules. 26 (3). 10.3390/molecules26030663.
DOI: https://doi.org/10.3390/molecules26030663[50] J. Du, B. Felipe, D. Coelho, L. Iannazzo, A. David, F. Macari, M. Etheve-Quelquejeu, and E. Braud. (2025). "Synthetic approaches to bis-adenosine derivatives as potential bisubstrates of RNA methyltransferases". Organic & Biomolecular Chemistry. 23 (24): 5887-5896. 10.1039/d5ob00758e.
DOI: https://doi.org/10.1039/D5OB00758E[51] S. Buttachon, A. Chandrapatya, L. Manoch, A. Silva, L. Gales, C. Bruyère, R. Kiss, and A. Kijjoa. (2012). "Sartorymensin, a New Indole Alkaloid, and New Analogues of Tryptoquivaline and Fiscalins Produced by Neosartorya siamensis (KUFC 6349)". Tetrahedron. 68 (15): 3253-3262. 10.1016/j.tet.2012.02.024.
DOI: https://doi.org/10.1016/j.tet.2012.02.024[52] A. C. Murphy, M. Corney, R. E. Monson, M. A. Matilla, G. P. C. Salmond, and F. J. Leeper. (2023). "Biosynthesis of Antifungal Solanimycin May Involve an Iterative Nonribosomal Peptide Synthetase Module". ACS Chemical Biology. 18 (5): 1148-1157. 10.1021/acschembio.2c00947.
DOI: https://doi.org/10.1021/acschembio.2c00947[53] H. Kato, T. Yoshida, T. Tokue, Y. Nojiri, H. Hirota, T. Ohta, R. M. Williams, and S. Tsukamoto. (2013). "Corrigendum: Notoamides A-D: Prenylated Indole Alkaloids Isolated from a Marine-Derived Fungus, Aspergillus sp". Angewandte Chemie International Edition. 52 (31): 7909-7909. 10.1002/anie.201305232.
DOI: https://doi.org/10.1002/anie.201305232[54] J. M. Finefield, D. H. Sherman, S. Tsukamoto, and R. M. Williams. (2011). "Studies on the Biosynthesis of the Notoamides: Synthesis of an Isotopomer of 6-Hydroxydeoxybrevianamide E and Biosynthetic Incorporation Into Notoamide J". The Journal of Organic Chemistry. 76 (15): 5954-5958. 10.1021/jo200218a.
DOI: https://doi.org/10.1021/jo200218a[55] A. E. Fraley and D. H. Sherman. (2020). "Evolution of Natural Product Biosynthesis in the Bicyclo[2.2.2]Diazaoctane Containing Fungal Indole Alkaloids". The FEBS Journal. 287 (7): 1381-1402. 10.1111/febs.15270.
DOI: https://doi.org/10.1111/febs.15270[56] N. Rossi, C. Grosso, and C. Delerue-Matos. (2024). "Shrimp Waste Upcycling: Unveiling the Potential of Polysaccharides, Proteins, Carotenoids, and Fatty Acids with Emphasis on Extraction Techniques and Bioactive Properties". Marine Drugs. 22 (4): 153. 10.3390/md22040153.
DOI: https://doi.org/10.3390/md22040153[57] Y. Sert. (2025). "Pharmacokinetic Evaluation of Sulfadicramide Through SwissADME: A Computational Insight Into Drug-Likeness and Bioavailability". MAS Journal of Applied Sciences. 10 (2): 357-362. 10.5281/zenodo.15741944.
[58] R. Kato, L. Zhang, N. Kinatukara, R. Huang, A. Asthana, C. Weber, M. Xia, X. Xu, and P. Shah. (2025). "Investigating Blood-Brain Barrier Penetration and Neurotoxicity of Natural Products for Central Nervous System Drug Development". Scientific Reports. 15 : 7431. 10.1038/s41598-025-90888-2.
DOI: https://doi.org/10.1038/s41598-025-90888-2[59] V. Silva, E. Gil-Martins, B. Silva, C. Rocha-Pereira, M. E. Sousa, F. Remião, and R. Silva. (2021). "Xanthones as P-Glycoprotein Modulators and Their Impact on Drug Bioavailability". Expert Opinion on Drug Metabolism and Toxicology. 17 (4): 441-482. 10.1080/17425255.2021.1861247.
DOI: https://doi.org/10.1080/17425255.2021.1861247[60] J. Lee, J. L. Beers, R. M. Geffert, and K. D. Jackson. (2024). "A Review of CYP-Mediated Drug Interactions: Mechanisms and In Vitro Drug-Drug Interaction Assessment". Biomolecules. 14 (1). 10.3390/biom14010099.
DOI: https://doi.org/10.3390/biom14010099[61] D. F. Veber, S. R. Johnson, H.-Y. Cheng, B. R. Smith, K. W. Ward, and K. D. Kopple. (2002). "Molecular Properties That Influence the Oral Bioavailability of Drug Candidates". Journal of Medicinal Chemistry. 45 (12): 2615-2623. 10.1021/jm020017n.
DOI: https://doi.org/10.1021/jm020017n[62] C. Stefani, D. Miricescu, I. Stanescu-Spinu, R. I. Nica, M. Greabu, A. R. Totan, and M. Jinga. (2021). "Growth Factors, PI3K/AKT/mTOR and MAPK Signaling Pathways in Colorectal Cancer Pathogenesis: Where Are We Now?". International Journal of Molecular Sciences. 22 (19). 10.3390/ijms221910260.
DOI: https://doi.org/10.3390/ijms221910260[63] X. Tan, W. Pei, C. Xie, Z. Wang, T. Mao, X. Zhao, F. Kou, Q. Lu, Z. Sun, X. Xue, and J. Li. (2020). "Network Pharmacology Identifies the Mechanisms of Action of Tongxie Anchang Decoction in the Treatment of Irritable Bowel Syndrome with Diarrhea Predominant". Evidence-Based Complementary and Alternative Medicine. 2020 (1): 2723705. 10.1155/2020/2723705.
DOI: https://doi.org/10.1155/2020/2723705[64] M. S. Mahmud, B. K. Paul, M. R. Hasan, K. M. T. Islam, I. Mahmud, and S. Mahmud. (2025). "Computational Network Analysis of Two Popular Skin Cancers Provides Insights Into the Molecular Mechanisms and Reveals Common Therapeutic Targets". Heliyon. 11 (1). 10.1016/j.heliyon.2025.e41688.
DOI: https://doi.org/10.1016/j.heliyon.2025.e41688[65] R. S. Wallis, A. O'Garra, A. Sher, and A. Wack. (2023). "Host-Directed Immunotherapy of Viral and Bacterial Infections: Past, Present and Future". Nature Reviews Immunology. 23 (2): 121-133. 10.1038/s41577-022-00734-z.
DOI: https://doi.org/10.1038/s41577-022-00734-z[66] L. Sun, L. Wang, B. B. Moore, S. Zhang, P. Xiao, A. M. Decker, and H. Wang. (2023). "IL-17: Balancing Protective Immunity and Pathogenesis". Journal of Immunology Research. 2023 (1): 3360310. 10.1155/2023/3360310.
DOI: https://doi.org/10.1155/2023/3360310[67] L. Janssen, H. S. Muller, and V. d. P. Martins. (2022). "Unweaving the NET: Microbial Strategies for Neutrophil Extracellular Trap Evasion". Microbial Pathogenesis. 171 : 105728. 10.1016/j.micpath.2022.105728.
DOI: https://doi.org/10.1016/j.micpath.2022.105728[68] D. A. B. Rex, S. Dagamajalu, M. M. Gouda, G. P. Suchitha, J. Chanderasekaran, R. Raju, T. S. K. Prasad, and Y. P. Bhandary. (2023). "A Comprehensive Network Map of IL-17A Signaling Pathway". Journal of Cell Communication and Signaling. 17 (1): 209-215. 10.1007/s12079-022-00686-y.
DOI: https://doi.org/10.1007/s12079-022-00686-y[69] K. Lee, T. Lai, W. Lee, Y. Chen, K. Ho, W. Hung, Y. Yang, M. Chan, F. Hsieh, C. Chung, J. Chang, and M. Chien. (2023). "Sustaining the Activation of EGFR Signal by Inflammatory Cytokine IL17A Prompts Cell Proliferation and EGFR-TKI Resistance in Lung Cancer". Cancers. 15 (13). 10.3390/cancers15133288.
DOI: https://doi.org/10.3390/cancers15133288[70] J. Rodríguez-González and L. Gutiérrez-Kobeh. (2023). "Apoptosis and Its Pathways as Targets for Intracellular Pathogens to Persist in Cells". Parasitology Research. 123 (1): 60. 10.1007/s00436-023-08031-x.
DOI: https://doi.org/10.1007/s00436-023-08031-x[71] A. A. Baz, H. Hao, S. Lan, Z. Li, S. Liu, S. Chen, and Y. Chu. (2024). "Neutrophil Extracellular Traps in Bacterial Infections and Evasion Strategies". Frontiers in Immunology. 15. 10.3389/fimmu.2024.1357967.
DOI: https://doi.org/10.3389/fimmu.2024.1357967[72] D. Averill-Bates. (2024). "Reactive Oxygen Species and Cell Signaling: Review". Biochimica et Biophysica Acta - Molecular Cell Research. 1871 (2): 119573. 10.1016/j.bbamcr.2023.119573.
DOI: https://doi.org/10.1016/j.bbamcr.2023.119573[73] K. J. Demirel, A. N. Guimaraes, and I. Demirel. (2025). "The Role of Caspase-1 and Caspase-4 in Modulating Gingival Epithelial Cell Responses to Aggregatibacter actinomycetemcomitans Infection". Pathogens. 14 (3). 10.3390/pathogens14030295.
DOI: https://doi.org/10.3390/pathogens14030295[74] Y. Hou, W. Wang, J. Ye, L. Sun, S. Zhou, Q. Zheng, Y. Shi, Y. Chen, J. Yao, L. Wang, X. Yan, R. Wan, S. Chen, and Y. Li. (2025). "The Crucial Role of Neutrophil Extracellular Traps and IL-17 Signaling in Indomethacin-Induced Gastric Injury in Mice". Scientific Reports. 15 (1): 12109. 10.1038/s41598-025-95880-4.
DOI: https://doi.org/10.1038/s41598-025-95880-4[75] A. Shahzad, Y. Ni, Y. Yang, W. Liu, Z. Teng, H. Bai, X. Liu, Y. Sun, J. Xia, K. Cui, Q. Duan, Z. Xu, J. Zhang, Z. Yang, and Q. Zhang. (2025). "Neutrophil Extracellular Traps (NETs) in Health and Disease". Molecular Biomedicine. 6 (1): 130. 10.1186/s43556-025-00337-9.
DOI: https://doi.org/10.1186/s43556-025-00337-9