Development of chemometric-assisted supercritical fluid extraction of effective and natural tyrosinase inhibitor from Syzygium aqueum leaves
Tyrosinase is a key enzyme in enzymatic browning, causing quality losses in food through the oxidation process. Thus, the discovery of an effective and natural tyrosinase inhibitor via green technology is of great interest to the global food market due to food security and climate change issues. In...
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creator | Zarudin, Nurul Husna Normaya, Erna Shamsuri, Syamimi Sulfiza Iqbal, Anwar Mat Piah, Mohd Bijarimi Abdullah, Zanariah Hamzah, Ahmad Sazali Ahmad, Mohammad Norazmi |
description | Tyrosinase is a key enzyme in enzymatic browning, causing quality losses in food through the oxidation process. Thus, the discovery of an effective and natural tyrosinase inhibitor via green technology is of great interest to the global food market due to food security and climate change issues. In this study, Syzygium aqueum (S. aqueum) leaves, which are known to be rich in phenolic compounds (PC), were chosen as a natural source of tyrosinase inhibitor, and the effect of the sustainable, supercritical fluid extraction (SFE) process was evaluated. Response surface methodology-assisted supercritical fluid extraction (RSM-assisted SFE) was utilized to optimize the PCs extracted from S. aqueum. The highest amount of PC was obtained at the optimum conditions (55 °C, 3350 psi, and 70 min). The IC50 (661.815 μg/mL) of the optimized extract was evaluated, and its antioxidant activity (96.8 %) was determined. Gas chromatography-mass spectrometry (GC–MS) results reveal that 2′,6′-dihydroxy-4′-methoxychalcone (2,6-D4MC) (82.65 %) was the major PC in S. aqueum. Chemometric analysis indicated that 2,6-D4MC has similar chemical properties to the tyrosinase inhibitor control (kaempferol). The toxicity and physiochemical properties of the novel 2,6-D4MC from S. aqueum revealed that the 2,6-D4MC is safer than kaempferol as predicted via absorption, distribution, metabolism, and excretion (ADME) evaluation. Enzyme kinetic analysis shows that the type of inhibition of the optimized extract is non-competitive inhibition with Km = 1.55 mM and Vmax = 0.017 μM/s. High-performance liquid chromatography (HPLC) analysis shows the effectiveness of S. aqueum as a tyrosinase inhibitor. The mechanistic insight of the tyrosinase inhibition using 2,6-D4MC was successfully calculated using density functional theory (DFT) and molecular docking approaches. The findings could have a significant impact on food security development by devising a sustainable and effective tyrosinase inhibitor from waste by-products that is aligned with the United Nation's SDG 2, zero hunger.
[Display omitted]
•The optimal TPC extraction was obtained at 55 °C, 3350 psi, and 70 min via RSM-assisted SFE approach.•GC–MS, HCA and PCA discover that 2,6-D4MC (82.65 %) as a major tyrosinase inhibitor.•COSMO RS and ADME predict the physicochemical and toxicity of the 2,6-D4MC from S. aqueum extract.•Non-competitive inhibition with Km = 1.55 mM and Vmax = 0.017 μM/s was obtained for the S. aqueum extract.•The tyrosinas |
doi_str_mv | 10.1016/j.ijbiomac.2023.129168 |
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[Display omitted]
•The optimal TPC extraction was obtained at 55 °C, 3350 psi, and 70 min via RSM-assisted SFE approach.•GC–MS, HCA and PCA discover that 2,6-D4MC (82.65 %) as a major tyrosinase inhibitor.•COSMO RS and ADME predict the physicochemical and toxicity of the 2,6-D4MC from S. aqueum extract.•Non-competitive inhibition with Km = 1.55 mM and Vmax = 0.017 μM/s was obtained for the S. aqueum extract.•The tyrosinase inhibition mechanism of 2,6-D4MC was elucidated using DFT and molecular docking approaches</description><identifier>ISSN: 0141-8130</identifier><identifier>EISSN: 1879-0003</identifier><identifier>DOI: 10.1016/j.ijbiomac.2023.129168</identifier><identifier>PMID: 38171432</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Chemometric ; Density functional theory ; Response surface methodology ; Syzygium aqueum ; Tyrosinase inhibitor</subject><ispartof>International journal of biological macromolecules, 2024-02, Vol.258, p.129168-129168, Article 129168</ispartof><rights>2024 Elsevier B.V.</rights><rights>Copyright © 2023. Published by Elsevier B.V.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c368t-8cb39a171a94af7fa1ecd31ee9ccf18b764f7a920fb88f73d3339e4c96fdb4d33</citedby><cites>FETCH-LOGICAL-c368t-8cb39a171a94af7fa1ecd31ee9ccf18b764f7a920fb88f73d3339e4c96fdb4d33</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.ijbiomac.2023.129168$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3548,27923,27924,45994</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38171432$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zarudin, Nurul Husna</creatorcontrib><creatorcontrib>Normaya, Erna</creatorcontrib><creatorcontrib>Shamsuri, Syamimi Sulfiza</creatorcontrib><creatorcontrib>Iqbal, Anwar</creatorcontrib><creatorcontrib>Mat Piah, Mohd Bijarimi</creatorcontrib><creatorcontrib>Abdullah, Zanariah</creatorcontrib><creatorcontrib>Hamzah, Ahmad Sazali</creatorcontrib><creatorcontrib>Ahmad, Mohammad Norazmi</creatorcontrib><title>Development of chemometric-assisted supercritical fluid extraction of effective and natural tyrosinase inhibitor from Syzygium aqueum leaves</title><title>International journal of biological macromolecules</title><addtitle>Int J Biol Macromol</addtitle><description>Tyrosinase is a key enzyme in enzymatic browning, causing quality losses in food through the oxidation process. Thus, the discovery of an effective and natural tyrosinase inhibitor via green technology is of great interest to the global food market due to food security and climate change issues. In this study, Syzygium aqueum (S. aqueum) leaves, which are known to be rich in phenolic compounds (PC), were chosen as a natural source of tyrosinase inhibitor, and the effect of the sustainable, supercritical fluid extraction (SFE) process was evaluated. Response surface methodology-assisted supercritical fluid extraction (RSM-assisted SFE) was utilized to optimize the PCs extracted from S. aqueum. The highest amount of PC was obtained at the optimum conditions (55 °C, 3350 psi, and 70 min). The IC50 (661.815 μg/mL) of the optimized extract was evaluated, and its antioxidant activity (96.8 %) was determined. Gas chromatography-mass spectrometry (GC–MS) results reveal that 2′,6′-dihydroxy-4′-methoxychalcone (2,6-D4MC) (82.65 %) was the major PC in S. aqueum. Chemometric analysis indicated that 2,6-D4MC has similar chemical properties to the tyrosinase inhibitor control (kaempferol). The toxicity and physiochemical properties of the novel 2,6-D4MC from S. aqueum revealed that the 2,6-D4MC is safer than kaempferol as predicted via absorption, distribution, metabolism, and excretion (ADME) evaluation. Enzyme kinetic analysis shows that the type of inhibition of the optimized extract is non-competitive inhibition with Km = 1.55 mM and Vmax = 0.017 μM/s. High-performance liquid chromatography (HPLC) analysis shows the effectiveness of S. aqueum as a tyrosinase inhibitor. The mechanistic insight of the tyrosinase inhibition using 2,6-D4MC was successfully calculated using density functional theory (DFT) and molecular docking approaches. The findings could have a significant impact on food security development by devising a sustainable and effective tyrosinase inhibitor from waste by-products that is aligned with the United Nation's SDG 2, zero hunger.
[Display omitted]
•The optimal TPC extraction was obtained at 55 °C, 3350 psi, and 70 min via RSM-assisted SFE approach.•GC–MS, HCA and PCA discover that 2,6-D4MC (82.65 %) as a major tyrosinase inhibitor.•COSMO RS and ADME predict the physicochemical and toxicity of the 2,6-D4MC from S. aqueum extract.•Non-competitive inhibition with Km = 1.55 mM and Vmax = 0.017 μM/s was obtained for the S. aqueum extract.•The tyrosinase inhibition mechanism of 2,6-D4MC was elucidated using DFT and molecular docking approaches</description><subject>Chemometric</subject><subject>Density functional theory</subject><subject>Response surface methodology</subject><subject>Syzygium aqueum</subject><subject>Tyrosinase inhibitor</subject><issn>0141-8130</issn><issn>1879-0003</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFUUFuFDEQtFAQ2QS-EPnIZTb2eJixb0EJEKRIHICz5bHbpFfj8cb2rLJ5A4_Gq0245tTqVlWXqoqQC87WnPH-crPGzYgxGLtuWSvWvFW8l2_IistBNYwxcUJWjHe8kVywU3KW86Ze-09cviOnQvKBd6Jdkb83sIMpbgPMhUZP7T2EGKAktI3JGXMBR_OyhWQTFrRmon5a0FF4LMnYgnE-0MB7qMsOqJkdnU1ZUkWWfYoZZ5OB4nyPI5aYqE8x0J_7p_0fXAI1DwvUMYHZQX5P3nozZfjwPM_J769ffl3fNnc_vn2__nzXWNHL0kg7CmWqA6M64wdvOFgnOICy1nM5Dn3nB6Na5kcp_SCcEEJBZ1Xv3djV7Zx8PP7dplj1c9EBs4VpMjPEJeuaJeOqk1JVaH-E2molJ_B6mzCYtNec6UMTeqNfmtCHJvSxiUq8eNZYxgDuP-0l-gq4OgKgOt0hJJ0twmzBYapZahfxNY1_xjyioQ</recordid><startdate>20240201</startdate><enddate>20240201</enddate><creator>Zarudin, Nurul Husna</creator><creator>Normaya, Erna</creator><creator>Shamsuri, Syamimi Sulfiza</creator><creator>Iqbal, Anwar</creator><creator>Mat Piah, Mohd Bijarimi</creator><creator>Abdullah, Zanariah</creator><creator>Hamzah, Ahmad Sazali</creator><creator>Ahmad, Mohammad Norazmi</creator><general>Elsevier B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20240201</creationdate><title>Development of chemometric-assisted supercritical fluid extraction of effective and natural tyrosinase inhibitor from Syzygium aqueum leaves</title><author>Zarudin, Nurul Husna ; Normaya, Erna ; Shamsuri, Syamimi Sulfiza ; Iqbal, Anwar ; Mat Piah, Mohd Bijarimi ; Abdullah, Zanariah ; Hamzah, Ahmad Sazali ; Ahmad, Mohammad Norazmi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c368t-8cb39a171a94af7fa1ecd31ee9ccf18b764f7a920fb88f73d3339e4c96fdb4d33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Chemometric</topic><topic>Density functional theory</topic><topic>Response surface methodology</topic><topic>Syzygium aqueum</topic><topic>Tyrosinase inhibitor</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zarudin, Nurul Husna</creatorcontrib><creatorcontrib>Normaya, Erna</creatorcontrib><creatorcontrib>Shamsuri, Syamimi Sulfiza</creatorcontrib><creatorcontrib>Iqbal, Anwar</creatorcontrib><creatorcontrib>Mat Piah, Mohd Bijarimi</creatorcontrib><creatorcontrib>Abdullah, Zanariah</creatorcontrib><creatorcontrib>Hamzah, Ahmad Sazali</creatorcontrib><creatorcontrib>Ahmad, Mohammad Norazmi</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>International journal of biological macromolecules</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zarudin, Nurul Husna</au><au>Normaya, Erna</au><au>Shamsuri, Syamimi Sulfiza</au><au>Iqbal, Anwar</au><au>Mat Piah, Mohd Bijarimi</au><au>Abdullah, Zanariah</au><au>Hamzah, Ahmad Sazali</au><au>Ahmad, Mohammad Norazmi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Development of chemometric-assisted supercritical fluid extraction of effective and natural tyrosinase inhibitor from Syzygium aqueum leaves</atitle><jtitle>International journal of biological macromolecules</jtitle><addtitle>Int J Biol Macromol</addtitle><date>2024-02-01</date><risdate>2024</risdate><volume>258</volume><spage>129168</spage><epage>129168</epage><pages>129168-129168</pages><artnum>129168</artnum><issn>0141-8130</issn><eissn>1879-0003</eissn><abstract>Tyrosinase is a key enzyme in enzymatic browning, causing quality losses in food through the oxidation process. Thus, the discovery of an effective and natural tyrosinase inhibitor via green technology is of great interest to the global food market due to food security and climate change issues. In this study, Syzygium aqueum (S. aqueum) leaves, which are known to be rich in phenolic compounds (PC), were chosen as a natural source of tyrosinase inhibitor, and the effect of the sustainable, supercritical fluid extraction (SFE) process was evaluated. Response surface methodology-assisted supercritical fluid extraction (RSM-assisted SFE) was utilized to optimize the PCs extracted from S. aqueum. The highest amount of PC was obtained at the optimum conditions (55 °C, 3350 psi, and 70 min). The IC50 (661.815 μg/mL) of the optimized extract was evaluated, and its antioxidant activity (96.8 %) was determined. Gas chromatography-mass spectrometry (GC–MS) results reveal that 2′,6′-dihydroxy-4′-methoxychalcone (2,6-D4MC) (82.65 %) was the major PC in S. aqueum. Chemometric analysis indicated that 2,6-D4MC has similar chemical properties to the tyrosinase inhibitor control (kaempferol). The toxicity and physiochemical properties of the novel 2,6-D4MC from S. aqueum revealed that the 2,6-D4MC is safer than kaempferol as predicted via absorption, distribution, metabolism, and excretion (ADME) evaluation. Enzyme kinetic analysis shows that the type of inhibition of the optimized extract is non-competitive inhibition with Km = 1.55 mM and Vmax = 0.017 μM/s. High-performance liquid chromatography (HPLC) analysis shows the effectiveness of S. aqueum as a tyrosinase inhibitor. The mechanistic insight of the tyrosinase inhibition using 2,6-D4MC was successfully calculated using density functional theory (DFT) and molecular docking approaches. The findings could have a significant impact on food security development by devising a sustainable and effective tyrosinase inhibitor from waste by-products that is aligned with the United Nation's SDG 2, zero hunger.
[Display omitted]
•The optimal TPC extraction was obtained at 55 °C, 3350 psi, and 70 min via RSM-assisted SFE approach.•GC–MS, HCA and PCA discover that 2,6-D4MC (82.65 %) as a major tyrosinase inhibitor.•COSMO RS and ADME predict the physicochemical and toxicity of the 2,6-D4MC from S. aqueum extract.•Non-competitive inhibition with Km = 1.55 mM and Vmax = 0.017 μM/s was obtained for the S. aqueum extract.•The tyrosinase inhibition mechanism of 2,6-D4MC was elucidated using DFT and molecular docking approaches</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>38171432</pmid><doi>10.1016/j.ijbiomac.2023.129168</doi><tpages>1</tpages></addata></record> |
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subjects | Chemometric Density functional theory Response surface methodology Syzygium aqueum Tyrosinase inhibitor |
title | Development of chemometric-assisted supercritical fluid extraction of effective and natural tyrosinase inhibitor from Syzygium aqueum leaves |
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