Youyan Rong , Kai Hong , Cancan Dong, Yanfeng Wang, Le Gao, Xin Wu
{"title":"模型驱动的β-甘露聚糖酶在毕赤酵母中的高水平表达,用于降解棕榈仁机中的甘露聚糖","authors":"Youyan Rong , Kai Hong , Cancan Dong, Yanfeng Wang, Le Gao, Xin Wu","doi":"10.1016/j.carpta.2025.101017","DOIUrl":null,"url":null,"abstract":"<div><div>Palm kernel expeller (PKE), a copious byproduct, is limited in its application to non-ruminant diets due to the presence of antinutritive factors, predominantly galactomannan, necessitating effective enzymatic hydrolysis by β-mannanase to enhance its nutritional value. Here, a cross-strategy combining the <strong>p</strong>redicting <strong>m</strong>utations with <strong>e</strong>nhanced <strong>p</strong>rotein <strong>e</strong>xpression (PMEPE) model with B-factor analysis was employed to rationally modify the gene encoding β-mannanase CsMan5A in <em>Pichia pastoris</em>. The expression level of mutant CsMan5A-Q7S improved 17 % compared to the wild type, reaching 16.38 g/L, which resulted in an increased enzyme activity titer of 147,597 U/mL and specific enzyme activity of 9010.81 U/mg, respectively increasing by 32.87 % and 13.81 % compared to the wild-type. Then, the expression of CsMan5A-Q7S was further elevated to 18.70 g/L through cell wall engineering. Computational simulations explained the mechanism of the superior thermostability and activity observed in the CsMan5A-Q7S mutant, which presented a more stable overall structure than the wild type. The residue left after hydrolysis by CsMan5A-Q7S had lower fiber content, as well as higher protein content, thereby effectively enhancing its feed quality. This study achieved exceptional phenotypic enhancement of β-mannanase production in <em>Pichia pastoris</em> by an effective strategy through computational modeling, protein engineering, and cell wall modification strategies.</div></div>","PeriodicalId":100213,"journal":{"name":"Carbohydrate Polymer Technologies and Applications","volume":"12 ","pages":"Article 101017"},"PeriodicalIF":6.5000,"publicationDate":"2025-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Model-driven high-level expression of β-mannanase in Pichia pastoris for degrading mannan in palm kernel expeller\",\"authors\":\"Youyan Rong , Kai Hong , Cancan Dong, Yanfeng Wang, Le Gao, Xin Wu\",\"doi\":\"10.1016/j.carpta.2025.101017\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Palm kernel expeller (PKE), a copious byproduct, is limited in its application to non-ruminant diets due to the presence of antinutritive factors, predominantly galactomannan, necessitating effective enzymatic hydrolysis by β-mannanase to enhance its nutritional value. Here, a cross-strategy combining the <strong>p</strong>redicting <strong>m</strong>utations with <strong>e</strong>nhanced <strong>p</strong>rotein <strong>e</strong>xpression (PMEPE) model with B-factor analysis was employed to rationally modify the gene encoding β-mannanase CsMan5A in <em>Pichia pastoris</em>. The expression level of mutant CsMan5A-Q7S improved 17 % compared to the wild type, reaching 16.38 g/L, which resulted in an increased enzyme activity titer of 147,597 U/mL and specific enzyme activity of 9010.81 U/mg, respectively increasing by 32.87 % and 13.81 % compared to the wild-type. Then, the expression of CsMan5A-Q7S was further elevated to 18.70 g/L through cell wall engineering. Computational simulations explained the mechanism of the superior thermostability and activity observed in the CsMan5A-Q7S mutant, which presented a more stable overall structure than the wild type. The residue left after hydrolysis by CsMan5A-Q7S had lower fiber content, as well as higher protein content, thereby effectively enhancing its feed quality. This study achieved exceptional phenotypic enhancement of β-mannanase production in <em>Pichia pastoris</em> by an effective strategy through computational modeling, protein engineering, and cell wall modification strategies.</div></div>\",\"PeriodicalId\":100213,\"journal\":{\"name\":\"Carbohydrate Polymer Technologies and Applications\",\"volume\":\"12 \",\"pages\":\"Article 101017\"},\"PeriodicalIF\":6.5000,\"publicationDate\":\"2025-09-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Carbohydrate Polymer Technologies and Applications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2666893925003573\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Carbohydrate Polymer Technologies and Applications","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2666893925003573","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, APPLIED","Score":null,"Total":0}
Model-driven high-level expression of β-mannanase in Pichia pastoris for degrading mannan in palm kernel expeller
Palm kernel expeller (PKE), a copious byproduct, is limited in its application to non-ruminant diets due to the presence of antinutritive factors, predominantly galactomannan, necessitating effective enzymatic hydrolysis by β-mannanase to enhance its nutritional value. Here, a cross-strategy combining the predicting mutations with enhanced protein expression (PMEPE) model with B-factor analysis was employed to rationally modify the gene encoding β-mannanase CsMan5A in Pichia pastoris. The expression level of mutant CsMan5A-Q7S improved 17 % compared to the wild type, reaching 16.38 g/L, which resulted in an increased enzyme activity titer of 147,597 U/mL and specific enzyme activity of 9010.81 U/mg, respectively increasing by 32.87 % and 13.81 % compared to the wild-type. Then, the expression of CsMan5A-Q7S was further elevated to 18.70 g/L through cell wall engineering. Computational simulations explained the mechanism of the superior thermostability and activity observed in the CsMan5A-Q7S mutant, which presented a more stable overall structure than the wild type. The residue left after hydrolysis by CsMan5A-Q7S had lower fiber content, as well as higher protein content, thereby effectively enhancing its feed quality. This study achieved exceptional phenotypic enhancement of β-mannanase production in Pichia pastoris by an effective strategy through computational modeling, protein engineering, and cell wall modification strategies.