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药用蘑菇厚环乳牛肝菌(牛肝菌科)的 RNA-seq 转录组和通路分析为其具有抗癌和抗氧化潜力的生物活性化合物提供了新的见解。

RNA-seq transcriptome and pathway analysis of the medicinal mushroom Lignosus tigris (Polyporaceae) offer insights into its bioactive compounds with anticancer and antioxidant potential.

机构信息

Medicinal Mushroom Research Group (MMRG), Department of Molecular Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia.

Medicinal Mushroom Research Group (MMRG), Department of Molecular Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia.

出版信息

J Ethnopharmacol. 2024 Jun 28;328:118073. doi: 10.1016/j.jep.2024.118073. Epub 2024 Mar 19.

DOI:10.1016/j.jep.2024.118073
PMID:38513780
Abstract

ETHNOPHARMACOLOGICAL RELEVANCE

Medicinal mushrooms belonging to the Lignosus spp., colloquially known as Tiger Milk mushrooms (TMMs), are used as traditional medicine by communities across various regions of China and Southeast Asia to enhance immunity and to treat various diseases. At present, three Lignosus species have been identified in Malaysia: L. rhinocerus, L. tigris, and L. cameronensis. Similarities in their macroscopic morphologies and the nearly indistinguishable appearance of their sclerotia often lead to interchangeability between them. Hence, substantiation of their traditional applications via identification of their individual bioactive properties is imperative in ensuring that they are safe for consumption. L. tigris was first identified in 2013. Thus far, studies on L. tigris cultivar sclerotia (Ligno TG-K) have shown that it possesses significant antioxidant activities and has greater antiproliferative action against selected cancer cells in vitro compared to its sister species, L. rhinocerus TM02®. Our previous genomics study also revealed significant genetic dissimilarities between them. Further omics investigations on Ligno TG-K hold immense potential in facilitating the identification of its bioactive compounds and their associated bioactivities.

AIM OF STUDY

The overall aim of this study was to investigate the gene expression profile of Ligno TG-K via de novo RNA-seq and pathway analysis. We also aimed to identify highly expressed genes encoding compounds that contribute to its cytotoxic and antioxidant properties, as well as perform a comparative transcriptomics analysis between Ligno TG-K and its sister species, L. rhinocerus TM02®.

MATERIALS AND METHODS

Total RNA from fresh 3-month-old cultivated L. tigris sclerotia (Ligno TG-K) was extracted and analyzed via de novo RNA sequencing. Expressed genes were analyzed using InterPro and NCBI-Nr databases for domain identification and homology search. Functional categorization based on gene functions and pathways was performed using Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Clusters of Orthologous Genes (COG) databases. Selected genes were subsequently subjected to phylogenetic analysis.

RESULTS

Our transcriptomics analysis of Ligno TG-K revealed that 68.06% of its genes are expressed in the sclerotium; 80.38% of these were coding transcripts. Our analysis identified highly expressed transcripts encoding proteins with prospective medicinal properties. These included serine proteases (FPKM = 7356.68), deoxyribonucleases (FPKM = 3777.98), lectins (FPKM = 3690.87), and fungal immunomodulatory proteins (FPKM = 2337.84), all of which have known associations with anticancer activities. Transcripts linked to proteins with antioxidant activities, such as superoxide dismutase (FPKM = 1161.69) and catalase (FPKM = 1905.83), were also highly expressed. Results of our sequence alignments revealed that these genes and their orthologs can be found in other mushrooms. They exhibit significant sequence similarities, suggesting possible parallels in their anticancer and antioxidant bioactivities.

CONCLUSION

This study is the first to provide a reference transcriptome profile of genes expressed in the sclerotia of L. tigris. The current study also presents distinct COG profiles of highly expressed genes in Ligno TG-K and L. rhinocerus TM02®, highlighting that any distinctions uncovered may be attributed to their interspecies variations and inherent characteristics that are unique to each species. Our findings suggest that Ligno TG-K contains bioactive compounds with prospective medicinal properties that warrant further investigations.

CLASSIFICATION

Systems biology and omics.

摘要

ETHNOPHARMACOLOGICAL 相关性:属于 Lignosus 属的药用蘑菇,俗称虎奶菇 (TMMs),被中国和东南亚各地的社区用作传统药物,以增强免疫力和治疗各种疾病。目前,在马来西亚已经确定了三种 Lignosus 物种:L. rhinocerus、L. tigris 和 L. cameronensis。它们宏观形态的相似性以及菌核几乎无法区分的外观,常常导致它们之间的可互换性。因此,通过鉴定其个体生物活性特性来证实其传统应用是至关重要的,以确保它们的食用安全。L. tigris 于 2013 年首次被鉴定。迄今为止,对 L. tigris 栽培菌核(Ligno TG-K)的研究表明,它具有显著的抗氧化活性,并且在体外对选定的癌细胞具有更大的抗增殖作用,与它的姐妹种 L. rhinocerus TM02®相比。我们之前的基因组学研究也显示出它们之间存在显著的遗传差异。进一步对 Ligno TG-K 的组学研究在鉴定其生物活性化合物及其相关生物活性方面具有巨大的潜力。

研究目的

本研究的总体目的是通过从头 RNA-seq 和途径分析来研究 Ligno TG-K 的基因表达谱。我们还旨在鉴定高表达基因编码的化合物,这些化合物对其细胞毒性和抗氧化特性有贡献,并对 Ligno TG-K 与其姐妹种 L. rhinocerus TM02®进行比较转录组学分析。

材料和方法

从新鲜的 3 个月大的栽培 L. tigris 菌核(Ligno TG-K)中提取总 RNA,并通过从头 RNA 测序进行分析。使用 InterPro 和 NCBI-Nr 数据库对表达基因进行分析,以确定结构域和同源搜索。基于基因功能和途径的功能分类是使用基因本体论(GO)、京都基因与基因组百科全书(KEGG)和直系同源基因(COG)数据库进行的。随后选择基因进行系统发育分析。

结果

我们对 Ligno TG-K 的转录组学分析表明,其 68.06%的基因在菌核中表达;其中 80.38%为编码转录本。我们的分析确定了高度表达的转录本,编码具有潜在药用特性的蛋白质。其中包括丝氨酸蛋白酶(FPKM = 7356.68)、脱氧核糖核酸酶(FPKM = 3777.98)、凝集素(FPKM = 3690.87)和真菌免疫调节蛋白(FPKM = 2337.84),所有这些都与抗癌活性有关。与抗氧化活性相关的转录本,如超氧化物歧化酶(FPKM = 1161.69)和过氧化氢酶(FPKM = 1905.83),也高度表达。我们的序列比对结果表明,这些基因及其同源基因可以在其他蘑菇中找到。它们表现出显著的序列相似性,表明它们的抗癌和抗氧化生物活性可能存在相似之处。

结论

本研究首次提供了 L. tigris 菌核中表达基因的参考转录组图谱。目前的研究还展示了 Ligno TG-K 和 L. rhinocerus TM02®中高度表达基因的独特 COG 图谱,突出表明任何发现的差异可能归因于它们的种间差异和每个物种特有的固有特征。我们的研究结果表明,Ligno TG-K 含有具有潜在药用特性的生物活性化合物,值得进一步研究。

分类

系统生物学和组学。

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