Nur Iznida Mahyon, Suriana Sabri, George Crisol Jijew, Abu Bakar Salleh, Thean Chor Leow, Si Jie Lim, Siti Nur Hazwani Oslan, Malihe Masomian, Siti Nurbaya Oslan
{"title":"1-Dodecanol 作为形态学鉴定的 Meyerozyma guilliermondii 菌株 SO 的 FAO1 启动子(PFAO1)的潜在诱导剂","authors":"Nur Iznida Mahyon, Suriana Sabri, George Crisol Jijew, Abu Bakar Salleh, Thean Chor Leow, Si Jie Lim, Siti Nur Hazwani Oslan, Malihe Masomian, Siti Nurbaya Oslan","doi":"10.1007/s13369-024-09018-1","DOIUrl":null,"url":null,"abstract":"<div><p>Alcohol oxidase (AOX) oxidizes alcohols to produce carbonyl compounds and peroxides. Its promoter (<i>P</i><sub><i>AOX1</i></sub>) is widely used in methylotrophic yeasts. A promising yeast expression system (<i>Pichia</i> sp. strain SO) was developed for bacterial lipase expression regulated by <i>P</i><sub><i>AOX1</i></sub> of <i>Komagataella phaffii</i> (previously known as <i>Pichia pastoris</i>). However, its unidentified <i>AOX</i> gene and the protein structure have deterred the search for the best inducer. This study was aimed to identify the yeast species and determine the best inducer for <i>P</i><sub><i>AOX1</i></sub> upregulation using in silico AOX protein analysis. Morphological (scanning and transmission electron microscopies) and carbon assimilation analyses confirmed isolate SO as <i>Meyerozyma guilliermondii</i> (previously known as <i>Pichia guilliiermondii</i>). Using Hidden-Markov model and degenerate PCR, the <i>LCAO</i> gene (2091 bp) was discovered in <i>M. guilliermondii</i> strain SO. The enzyme, <i>Mg</i>FAO1 shared 14% similarity to <i>K. phaffii</i> AOX1 protein (<i>Kp</i>AOX1). Molecular docking of <i>Mg</i>FAO1 three-dimensional structure predicted using AlphaFold2 showed its preference toward long-chain 1-dodecanol as the substrate unlike <i>Kp</i>AOX1 (short-chain methanol). While the alcohol-binding pocket in <i>Mg</i>FAO1 was more hydrophobic compared to <i>Kp</i>AOX1, 1-dodecanol could be a better inducer for protein expression in <i>M. guilliermondii</i> strain SO. Thus, in silico pipeline employed in this study can help identify homologous proteins in other expression hosts and their preferred substrates for promoter upregulation. However, the computational analyses were merely predictions and further wet-lab validation is required. Yet, this strategy allows cost-efficient screening of potential inducers for microbe-based protein production in the industries, reducing the production cost and offering cheaper options for consumers.</p></div>","PeriodicalId":54354,"journal":{"name":"Arabian Journal for Science and Engineering","volume":"49 7","pages":"9133 - 9147"},"PeriodicalIF":2.6000,"publicationDate":"2024-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"1-Dodecanol as Potential Inducer for the FAO1 Promoter (PFAO1) in Morphologically Identified Meyerozyma guilliermondii Strain SO\",\"authors\":\"Nur Iznida Mahyon, Suriana Sabri, George Crisol Jijew, Abu Bakar Salleh, Thean Chor Leow, Si Jie Lim, Siti Nur Hazwani Oslan, Malihe Masomian, Siti Nurbaya Oslan\",\"doi\":\"10.1007/s13369-024-09018-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Alcohol oxidase (AOX) oxidizes alcohols to produce carbonyl compounds and peroxides. Its promoter (<i>P</i><sub><i>AOX1</i></sub>) is widely used in methylotrophic yeasts. A promising yeast expression system (<i>Pichia</i> sp. strain SO) was developed for bacterial lipase expression regulated by <i>P</i><sub><i>AOX1</i></sub> of <i>Komagataella phaffii</i> (previously known as <i>Pichia pastoris</i>). However, its unidentified <i>AOX</i> gene and the protein structure have deterred the search for the best inducer. This study was aimed to identify the yeast species and determine the best inducer for <i>P</i><sub><i>AOX1</i></sub> upregulation using in silico AOX protein analysis. Morphological (scanning and transmission electron microscopies) and carbon assimilation analyses confirmed isolate SO as <i>Meyerozyma guilliermondii</i> (previously known as <i>Pichia guilliiermondii</i>). Using Hidden-Markov model and degenerate PCR, the <i>LCAO</i> gene (2091 bp) was discovered in <i>M. guilliermondii</i> strain SO. The enzyme, <i>Mg</i>FAO1 shared 14% similarity to <i>K. phaffii</i> AOX1 protein (<i>Kp</i>AOX1). Molecular docking of <i>Mg</i>FAO1 three-dimensional structure predicted using AlphaFold2 showed its preference toward long-chain 1-dodecanol as the substrate unlike <i>Kp</i>AOX1 (short-chain methanol). While the alcohol-binding pocket in <i>Mg</i>FAO1 was more hydrophobic compared to <i>Kp</i>AOX1, 1-dodecanol could be a better inducer for protein expression in <i>M. guilliermondii</i> strain SO. Thus, in silico pipeline employed in this study can help identify homologous proteins in other expression hosts and their preferred substrates for promoter upregulation. However, the computational analyses were merely predictions and further wet-lab validation is required. 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引用次数: 0
摘要
酒精氧化酶(AOX)氧化酒精,产生羰基化合物和过氧化物。它的启动子(PAOX1)被广泛用于养甲基酵母。在 Komagataella phaffii(以前称为 Pichia pastoris)的 PAOX1 的调控下,开发了一种很有前途的酵母表达系统(Pichia sp.)然而,由于其 AOX 基因和蛋白质结构尚未确定,阻碍了最佳诱导剂的寻找。本研究的目的是确定酵母的种类,并利用硅 AOX 蛋白分析确定 PAOX1 上调的最佳诱导剂。形态学(扫描和透射电子显微镜)和碳同化分析证实分离物 SO 为 Meyerozyma guilliermondii(以前称为 Pichia guilliiermondii)。利用隐马尔科夫模型和退化聚合酶链反应,在 M. guilliermondii 菌株 SO 中发现了 LCAO 基因(2091 bp)。该酶 MgFAO1 与 K. phaffii AOX1 蛋白(KpAOX1)有 14% 的相似性。利用 AlphaFold2 预测的 MgFAO1 三维结构的分子对接显示,与 KpAOX1(短链甲醇)不同,MgFAO1 偏好以长链 1-十二醇为底物。与 KpAOX1 相比,MgFAO1 中的醇结合口袋更疏水,因此 1-dodecanol 可能是 M. guilliermondii 菌株 SO 蛋白表达的更好诱导剂。因此,本研究采用的硅学方法有助于确定其他表达宿主中的同源蛋白及其启动子上调的首选底物。不过,计算分析只是预测,还需要进一步的湿实验室验证。不过,这种策略可以为工业中基于微生物的蛋白质生产筛选出具有成本效益的潜在诱导剂,从而降低生产成本,为消费者提供更便宜的选择。
1-Dodecanol as Potential Inducer for the FAO1 Promoter (PFAO1) in Morphologically Identified Meyerozyma guilliermondii Strain SO
Alcohol oxidase (AOX) oxidizes alcohols to produce carbonyl compounds and peroxides. Its promoter (PAOX1) is widely used in methylotrophic yeasts. A promising yeast expression system (Pichia sp. strain SO) was developed for bacterial lipase expression regulated by PAOX1 of Komagataella phaffii (previously known as Pichia pastoris). However, its unidentified AOX gene and the protein structure have deterred the search for the best inducer. This study was aimed to identify the yeast species and determine the best inducer for PAOX1 upregulation using in silico AOX protein analysis. Morphological (scanning and transmission electron microscopies) and carbon assimilation analyses confirmed isolate SO as Meyerozyma guilliermondii (previously known as Pichia guilliiermondii). Using Hidden-Markov model and degenerate PCR, the LCAO gene (2091 bp) was discovered in M. guilliermondii strain SO. The enzyme, MgFAO1 shared 14% similarity to K. phaffii AOX1 protein (KpAOX1). Molecular docking of MgFAO1 three-dimensional structure predicted using AlphaFold2 showed its preference toward long-chain 1-dodecanol as the substrate unlike KpAOX1 (short-chain methanol). While the alcohol-binding pocket in MgFAO1 was more hydrophobic compared to KpAOX1, 1-dodecanol could be a better inducer for protein expression in M. guilliermondii strain SO. Thus, in silico pipeline employed in this study can help identify homologous proteins in other expression hosts and their preferred substrates for promoter upregulation. However, the computational analyses were merely predictions and further wet-lab validation is required. Yet, this strategy allows cost-efficient screening of potential inducers for microbe-based protein production in the industries, reducing the production cost and offering cheaper options for consumers.
期刊介绍:
King Fahd University of Petroleum & Minerals (KFUPM) partnered with Springer to publish the Arabian Journal for Science and Engineering (AJSE).
AJSE, which has been published by KFUPM since 1975, is a recognized national, regional and international journal that provides a great opportunity for the dissemination of research advances from the Kingdom of Saudi Arabia, MENA and the world.