Montassar Romdhani , Jihen Dhaouafi , Barbara Deracinois , Christophe Flahaut , Naïma Nedjar , Rafik Balti
{"title":"platarthrospira和Tetraselmis chuii肽的鉴定和生物功能分析:计算机预测和体外验证","authors":"Montassar Romdhani , Jihen Dhaouafi , Barbara Deracinois , Christophe Flahaut , Naïma Nedjar , Rafik Balti","doi":"10.1016/j.bcab.2025.103694","DOIUrl":null,"url":null,"abstract":"<div><div>To address the growing demand for sustainable sources of health-promoting biomolecules, this study aimed to identify and characterize bioactive peptides from two protein-rich and commercially relevant microalgae: <em>Arthrospira platensis</em> and <em>Tetraselmis chuii</em>. These species were selected based on their high protein content, ecological sustainability, and potential as underexplored reservoirs of functional peptides. Proteins were extracted from dried biomass using an optimized ultrasonication and hydrolyzed with pepsin at an enzyme-to-substrate (E/S) ratio of 1:4. The resulting protein hydrolysates of <em>A. platensis</em> (APPH) and <em>T. chuii</em> (TCPH) were analyzed using RP-HPLC-UV and fractionated into nine fractions (F<sub>1</sub> to F<sub>9</sub>). Peptides were identified using RP-HPLC-MS/MS, revealing 261 unique peptides in APPH and 99 in TCPH. <em>In silico</em> predictions of physicochemical properties, sensory attributes (umami, bitterness), and biological activities (antioxidant, antihypertensive, anti-inflammatory, antimicrobial, and neuroactive) were performed using machine learning tools. These were validated by <em>in vitro</em> assays, including DPPH radical-scavenging, ferrous-ion chelation, ACE and DPP-IV inhibition, hyaluronidase inhibition, and antibacterial testing. Peptide fractions from APPH consistently exhibited higher bioactivities than those from TCPH. In particular, APPH fractions F<sub>4</sub> and F<sub>5</sub> demonstrated the most potent activities, with 67.8 ± 0.8 % ACE inhibition, 50.33 ± 0.80 % DPP-IV inhibition, 37.90 ± 1.57 % anti-inflammatory activity, and 66.2 ± 3.7 % DPPH scavenging. These findings highlight <em>A. platensis</em> as a particularly promising source of multifunctional peptides. This integrated proteomic, computational, and functional framework offers a scalable pipeline for microalgal peptide discovery and supports the development of innovative functional foods and nutraceuticals.</div></div>","PeriodicalId":8774,"journal":{"name":"Biocatalysis and agricultural biotechnology","volume":"68 ","pages":"Article 103694"},"PeriodicalIF":3.8000,"publicationDate":"2025-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Identification and biofunctionality profiling of peptides from Arthrospira platensis and Tetraselmis chuii: In silico predictions and in vitro validation\",\"authors\":\"Montassar Romdhani , Jihen Dhaouafi , Barbara Deracinois , Christophe Flahaut , Naïma Nedjar , Rafik Balti\",\"doi\":\"10.1016/j.bcab.2025.103694\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>To address the growing demand for sustainable sources of health-promoting biomolecules, this study aimed to identify and characterize bioactive peptides from two protein-rich and commercially relevant microalgae: <em>Arthrospira platensis</em> and <em>Tetraselmis chuii</em>. These species were selected based on their high protein content, ecological sustainability, and potential as underexplored reservoirs of functional peptides. Proteins were extracted from dried biomass using an optimized ultrasonication and hydrolyzed with pepsin at an enzyme-to-substrate (E/S) ratio of 1:4. The resulting protein hydrolysates of <em>A. platensis</em> (APPH) and <em>T. chuii</em> (TCPH) were analyzed using RP-HPLC-UV and fractionated into nine fractions (F<sub>1</sub> to F<sub>9</sub>). Peptides were identified using RP-HPLC-MS/MS, revealing 261 unique peptides in APPH and 99 in TCPH. <em>In silico</em> predictions of physicochemical properties, sensory attributes (umami, bitterness), and biological activities (antioxidant, antihypertensive, anti-inflammatory, antimicrobial, and neuroactive) were performed using machine learning tools. These were validated by <em>in vitro</em> assays, including DPPH radical-scavenging, ferrous-ion chelation, ACE and DPP-IV inhibition, hyaluronidase inhibition, and antibacterial testing. Peptide fractions from APPH consistently exhibited higher bioactivities than those from TCPH. In particular, APPH fractions F<sub>4</sub> and F<sub>5</sub> demonstrated the most potent activities, with 67.8 ± 0.8 % ACE inhibition, 50.33 ± 0.80 % DPP-IV inhibition, 37.90 ± 1.57 % anti-inflammatory activity, and 66.2 ± 3.7 % DPPH scavenging. These findings highlight <em>A. platensis</em> as a particularly promising source of multifunctional peptides. This integrated proteomic, computational, and functional framework offers a scalable pipeline for microalgal peptide discovery and supports the development of innovative functional foods and nutraceuticals.</div></div>\",\"PeriodicalId\":8774,\"journal\":{\"name\":\"Biocatalysis and agricultural biotechnology\",\"volume\":\"68 \",\"pages\":\"Article 103694\"},\"PeriodicalIF\":3.8000,\"publicationDate\":\"2025-07-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Biocatalysis and agricultural biotechnology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1878818125002075\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BIOTECHNOLOGY & APPLIED MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biocatalysis and agricultural biotechnology","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1878818125002075","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
Identification and biofunctionality profiling of peptides from Arthrospira platensis and Tetraselmis chuii: In silico predictions and in vitro validation
To address the growing demand for sustainable sources of health-promoting biomolecules, this study aimed to identify and characterize bioactive peptides from two protein-rich and commercially relevant microalgae: Arthrospira platensis and Tetraselmis chuii. These species were selected based on their high protein content, ecological sustainability, and potential as underexplored reservoirs of functional peptides. Proteins were extracted from dried biomass using an optimized ultrasonication and hydrolyzed with pepsin at an enzyme-to-substrate (E/S) ratio of 1:4. The resulting protein hydrolysates of A. platensis (APPH) and T. chuii (TCPH) were analyzed using RP-HPLC-UV and fractionated into nine fractions (F1 to F9). Peptides were identified using RP-HPLC-MS/MS, revealing 261 unique peptides in APPH and 99 in TCPH. In silico predictions of physicochemical properties, sensory attributes (umami, bitterness), and biological activities (antioxidant, antihypertensive, anti-inflammatory, antimicrobial, and neuroactive) were performed using machine learning tools. These were validated by in vitro assays, including DPPH radical-scavenging, ferrous-ion chelation, ACE and DPP-IV inhibition, hyaluronidase inhibition, and antibacterial testing. Peptide fractions from APPH consistently exhibited higher bioactivities than those from TCPH. In particular, APPH fractions F4 and F5 demonstrated the most potent activities, with 67.8 ± 0.8 % ACE inhibition, 50.33 ± 0.80 % DPP-IV inhibition, 37.90 ± 1.57 % anti-inflammatory activity, and 66.2 ± 3.7 % DPPH scavenging. These findings highlight A. platensis as a particularly promising source of multifunctional peptides. This integrated proteomic, computational, and functional framework offers a scalable pipeline for microalgal peptide discovery and supports the development of innovative functional foods and nutraceuticals.
期刊介绍:
Biocatalysis and Agricultural Biotechnology is the official journal of the International Society of Biocatalysis and Agricultural Biotechnology (ISBAB). The journal publishes high quality articles especially in the science and technology of biocatalysis, bioprocesses, agricultural biotechnology, biomedical biotechnology, and, if appropriate, from other related areas of biotechnology. The journal will publish peer-reviewed basic and applied research papers, authoritative reviews, and feature articles. The scope of the journal encompasses the research, industrial, and commercial aspects of biotechnology, including the areas of: biocatalysis; bioprocesses; food and agriculture; genetic engineering; molecular biology; healthcare and pharmaceuticals; biofuels; genomics; nanotechnology; environment and biodiversity; and bioremediation.