Pharmacoinformatics and cellular studies of algal peptides as functional molecules to modulate type-2 diabetes markers
Rudy Kurniawan,
Nurpudji Astuti Taslim,
Hardinsyah Hardinsyah,
Andi Yasmin Syauki,
Irfan Idris,
Andi Makbul Aman,
Happy Kurnia Permatasari,
Elvan Wiyarta,
Reggie Surya,
Nelly Mayulu,
Purnawan Pontana Putra,
Raymond Rubianto Tjandrawinata,
Trina Ekawati Tallei,
Bonglee Kim,
Apollinaire Tsopmo,
Fahrul Nurkolis
Affiliations
Rudy Kurniawan
Graduate from School of Medicine, Faculty of Medicine, Hasanuddin University, Makassar, Indonesia; Diabetes Connection Care, Eka Hospital Bumi Serpong Damai, Tangerang 15321, Indonesia
Nurpudji Astuti Taslim
Division of Clinical Nutrition, Department of Nutrition, Faculty of Medicine, Hasanuddin University, Makassar 90245, Indonesia; Corresponding author.
Hardinsyah Hardinsyah
Division of Applied Nutrition, Faculty of Human Ecology, Department of Community Nutrition, IPB University, Bogor, Indonesia
Andi Yasmin Syauki
Division of Clinical Nutrition, Department of Nutrition, Faculty of Medicine, Hasanuddin University, Makassar 90245, Indonesia
Irfan Idris
Department of Physiology, Faculty of Medicine, Hasanuddin University, Makassar, Indonesia
Andi Makbul Aman
Department of Internal Medicine, Faculty of Medicine, Hasanuddin University, Makassar, Makassar, Indonesia
Happy Kurnia Permatasari
Department of Biochemistry and Biomolecular, Faculty of Medicine, University of Brawijaya, Malang 65145, Indonesia
Elvan Wiyarta
Department of Neurology, Faculty of Medicine, Universitas Indonesia-Dr. Cipto Mangunkusumo National Hospital, Jakarta 10430, Indonesia
Reggie Surya
Department of Food Technology, Faculty of Engineering, Bina Nusantara University, Jakarta 11480, Indonesia
Nelly Mayulu
Department of Nutrition, Faculty of Health Science, Muhammadiyah Manado University, Manado 95249, Indonesia
Purnawan Pontana Putra
Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Universitas Andalas, Padang 25163, Indonesia
Raymond Rubianto Tjandrawinata
Department of Biotechnology, Faculty of Biotechnology, Atma Jaya Catholic University of Indonesia, Jakarta 12930, Indonesia
Trina Ekawati Tallei
Department of Biology, Faculty of Mathematics and Natural Sciences, Sam Ratulangi University, Manado 95115, Indonesia
Bonglee Kim
Department of Pathology, College of Korean Medicine, Kyung Hee University, Kyungheedae-Ro 26, Dong-Daemun-Gu, Seoul 05254, South Korea
Apollinaire Tsopmo
Food Science and Nutrition Program, Department of Chemistry, Carleton University, 1125 Colonel by Drive, Ottawa ON K1S 5B6, Canada
Fahrul Nurkolis
Department of Biological Sciences, Faculty of Sciences and Technology, State Islamic University of Sunan Kalijaga (UIN Sunan Kalijaga), Yogyakarta 55281, Indonesia
Novel dietary strategies are urgently needed to address the limitations of current management and treatment options of Type-2 Diabetes (T2D). Marine algae-derived peptides (MAP) represent a promising avenue, although, their potential remains mostly underexplored. This study employs pharmacoinformatics and in vitro methods to evaluate the antidiabetic properties of MAP and provide new insights their mechanisms to mitigate the prevalence of T2D. Through a systematic search and predictive modeling, peptides were identified and assessed for bioactivity, toxicity, and drug-likeness. Furthermore, molecular docking simulations with protein targets related to T2D identified binding sites that be used to optimize the activity of MAP. The structure-activity relationship profile of MAP reveals 13 candidates with probable activity (Pa) scores >0.4, indicative of insulin promoter. The peptide FDGIP (P13;Phe-Asp-Gly-Ile-Pro) from Caulerpa lentillifera had the best in silico assessment value compared to 50 other peptides and its activity was confirmed by in vitro data (e.g.EC50 60.4 and 57.9 for α-amylase and α-glucosidase inhibitions). Interestingly, in 3T3-L1 cells, P13 exhibited inhibitory activities against transcription factors and hormones (MAPK8-JNK1/PPARGC1A/Ghrelin/GLP-1/CPT-1) that can regulate blood sugar and decrease as anti-diabetes. P13 then appears to be a peptide with antidiabetic action that may be used in the formulation foods to manage T2D.