Mechanistic insights into the anticancer, anti-inflammatory, and antioxidant effects of yellowfin tuna collagen peptides using network pharmacology

Authors

  • Tara S. Kairupan Department of Dermatology and Venereology, Faculty of Medicine, Universitas Sam Ratulangi, Manado, Indonesia; Department of Dermatology and Venereology, Faculty of Medicine, Prof. Dr. R. D. Kandou Hospital, Manado, Indonesia https://orcid.org/0000-0001-7995-8761
  • Nova H. Kapantow Department of Nutrition, Faculty of Medicine, Universitas Sam Ratulangi, Manado, Indonesia
  • Trina E. Tallei Department of Biology, Faculty of Mathematics and Natural Sciences, Universitas Sam Ratulangi, Manado, Indonesia; Department of Biology, Faculty of Medicine, Universitas Sam Ratulangi, Manado, Indonesia https://orcid.org/0000-0002-7963-7527
  • Nurdjannah J. Niode Department of Dermatology and Venereology, Faculty of Medicine, Universitas Sam Ratulangi, Manado, Indonesia; Department of Dermatology and Venereology, Faculty of Medicine, Prof. Dr. R. D. Kandou Hospital, Manado, Indonesia
  • Yulianty Sanggelorang Public Health Science Study Program, Faculty of Public Health, Universitas Sam Ratulangi, Manado, Indonesia https://orcid.org/0009-0003-7162-0012
  • Linda WA. Rotty Division of Hematology and Medical Oncology, Department of Internal Medicine, Faculty of Medicine, Universitas Sam Ratulangi, Manado, Indonesia; Department of Internal Medicine, Faculty of Medicine, Prof. Dr. R. D. Kandou Hospital, Manado, Indonesia
  • Herlina IS. Wungouw Department of Physiology, Faculty of Medicine, Universitas Sam Ratulangi, Manado, Indonesia https://orcid.org/0000-0003-1631-1703
  • Shirley ES. Kawengian Department of Dermatology and Venereology, Faculty of Medicine, Universitas Sam Ratulangi, Manado, Indonesia; Department of Dermatology and Venereology, Faculty of Medicine, Prof. Dr. R. D. Kandou Hospital, Manado, Indonesia https://orcid.org/0000-0003-1674-6088
  • Fatimawali Fatimawali Pharmacy Study Program, Faculty of Mathematics and Natural Sciences, Universitas Sam Ratulangi, Manado, Indonesia https://orcid.org/0000-0003-2480-5420
  • Nur B. Maulydia Graduate School of Mathematics and Applied Sciences, Universitas Syiah Kuala, Banda Aceh, Indonesia https://orcid.org/0009-0000-6497-5825

DOI:

https://doi.org/10.52225/narra.v5i1.1885

Keywords:

Yellowfin tuna collagen peptides, network pharmacology, anti-inflammatory effects, anticancer mechanism, KEGG pathway

Abstract

Marine-derived collagen peptides have been acknowledged for their therapeutic potential, especially in cancer therapy and inflammation management. The aim of this study was to investigate the molecular mechanisms that contribute to the anticancer, anti-inflammatory and antioxidant properties of yellowfin tuna collagen peptides (YFTCP) utilizing a network pharmacology approach. The YFTCP was extracted from the bones of yellowfin tuna (Thunnus albacares) and subsequently hydrolyzed with trypsin. Seventeen peptides were discovered using liquid chromatography in conjunction with high-resolution mass spectrometry (LC-HRMS). A network pharmacology method was utilized to investigate the interactions between the discovered peptides and their biological targets. Additionally, gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed to identify pertinent biological pathways involved in the anticancer, antioxidant, and anti-inflammatory effects of these peptides. GO analysis revealed key associations between YFTCP and critical cancer- and inflammation-related genes encoding proteins such as CCND1, SRC, AKT1, IL-1β, TNF, and PPARG, which exhibited significant interactions. These proteins are essential for the regulation of the cell cycle, the development of tumors, and the response to inflammatory stimuli. The KEGG analysis also revealed that YFTCP was involved in a number of critical pathways, such as endocrine resistance, cancer pathways, Kaposi sarcoma-associated herpesvirus infection, proteoglycans in cancer, and human cytomegalovirus infection. These findings highlight the potential use of YFTCP as a multifaceted therapeutic agent, indicating their role in regulating important biological pathways associated with cancer development and inflammation. This study provides new valuable insights into the pharmacological properties of YFTCP, paving the way for future studies and drug development focused on these bioactive peptides.

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