基于转录组分析的金针菇冷诱导原基形成的调控网络
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The regulation network of cold-induced primordium formation in Flammulina filiformis based on transcriptome
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通讯作者:
责任编辑: 王敏
收稿日期: 2020-03-4 接受日期: 2020-04-10 网络出版日期: 2020-06-22
| 基金资助: |
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Editor:
Received: 2020-03-4 Accepted: 2020-04-10 Online: 2020-06-22
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金针菇是低温结实型菌类,原基形成需要低温诱导,子实体发育也需要较低的温度,因此在工厂化生产过程中能源消耗大,生产成本高。本研究利用转录组测序对金针菇菌丝体和原基进行RNA-Seq分析,筛选得到7 935个差异表达基因,在原基形成后,有4 025个基因上调表达以及3 910个基因下调表达。通过GO注释和KEGG通路注释等生物信息学手段对代谢途径进行分析,可推测冷诱导形成原基的代谢调控为:当金针菇菌丝细胞接受到冷信号后,糖分转运相关的基因表达量下降,导致碳源摄取效率下降,因而糖酵解途径大部分相关基因表达量下调,进而导致三羧酸循环的底物乙酰辅酶A(乙酰CoA)合成量减少,整个细胞能量产出下降。此负反馈信号使细胞内储存的脂质进行氧化代谢的基因表达上调,产出乙酰CoA以供三羧酸循环产能。此负反馈导致不饱和脂肪酸的合成基因表达上调,以调节细胞流动性;同时磷脂和鞘脂代谢通路的相关基因表达大多上调,合成增多,细胞膜的组分因此改变,因此细胞进行重构进入另一种状态。与DNA复制、RNA转录和蛋白质合成的相关基因表达均大部分上调,表明了原基形成时细胞正处于增殖旺盛时期。本研究结果从分子水平上揭示了金针菇原基的形成伴随着能量来源的转变,各个代谢途径的相互调控以及相关基因的表达影响,为有目的培育高温型金针菇新品种,减少栽培能耗提供理论依据。
关键词:
Flammulina filiformis is a kind of low-temperature fruiting fungus. Its primordium formation and the development of fruiting bodies both require low temperature and the latter needs lower. Therefore, the process of factory production consumes large energy and is disadvantageous to industrialized low-cost production. In this study, transcriptome sequencing technology (RNA-Seq) was used to analyze F. filiformis mycelium development and primordium formation. A total of 7 935 differentially expressed genes was screened, of which 4 025 genes were up-regulated and 3 910 genes were down-regulated after primordium formation. Through analyzing the metabolic pathway bioinformatics such as GO annotations and KEGG pathway annotations, there is an inference from the metabolic regulation of cold-induced primordium formation. When the F. filiformis mycelium cells were in cold condition, the expression of genes related to sugar transporter decreased, leading to a decline in the efficiency of carbon source uptake, therefore the most of gene expression related to the glycolysis pathway were down-regulated, impelling a decrease of synthesis of acetyl CoA, the substrate of tricarboxylic acid cycle, and finally causing decrease in the cell energy output. This negative feedback signal up-regulated the genes expression of oxidative metabolism of lipids stored in cells, and produced acetyl CoA for the production capacity of tricarboxylic acid cycle. This negative feedback also led to the up-regulation of unsaturated fatty acid synthesis gene expression to regulate cell fluidity. Most gene expression of the phospholipid and sphingolipid metabolism pathways were up-regulated, and the synthesis was increased, changing the cell membrane components, and then the cells remodeled into another state. Most of the gene expression related to DNA replication, RNA transcription, and protein synthesis were up-regulated, indicating that the cell was in the period of vigorous proliferation when the primordium formed. The results of this study revealed at molecular level that the primordium formation of F. filiformis accompanied the transformation of energy sources, the mutual regulation of various metabolic pathways, and the impact of related genes expression, being helpful to breeding of new F. filiformis strains tolerant to high-temperature and reducing energy consumption.
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本文引用格式
余颖豪, 伍土恒, 叶志伟, 陈柏雄, 郭丽琼, 林俊芳.
YU Ying-Hao.
金针菇Flammulina filiformis (Z.W. Ge, X.B. Liu & Zhu L. Yang) P.M. Wang, Y.C. Dai, E. Horak & Zhu L. Yang又名冬菇、朴菇、毛柄金钱菌,隶属担子菌亚门,层菌纲,伞菌目,口蘑科,金钱菌属(戴玉成和杨祝良 2018)。金针菇含有真菌免疫调节蛋白、真菌多糖、麦角硫因、黄酮、萜类、膳食纤维、维生素和微量元素等活性成分,具有免疫调节、抗肿瘤、降低胆固醇等功效(Tang et al. 2016;Wu et al. 2019)。
金针菇属于低温型食用菌(庞杰等 2015)。国内研究者许昭仪(2014)在对金针菇生活史各阶段的研究中提到金针菇菌丝生长的温度在25℃左右,金针菇在子实体发育前,必须要经过低温刺激,诱导原基的形成,在黑暗的条件下才能长出子实体。Sakamoto et al.(2004)和Sakamoto(2010)在研究金针菇生长的过程中发现,将金针菇菌丝放在低温即13-16℃下,黑暗条件连续刺激一段时间,会诱导出原基的生长进而出菇,然而,当不改变培养的温度即保持菌丝生长的最适温度,黑暗条件下却无法诱导原基的发生,也不会有子实体长出。表明低温刺激诱导是金针菇原基分化必要条件。金针菇菌丝生长的最适温度为23-25℃,原基发育的最适温度为10-15℃。因此,有必要通过转录组分析揭示金针菇原基的形成机理及调控网络为定向培育高温型金针菇新品种提供理论依据。
Tang et al.(2016)对金针菇菌丝体、原基和成熟子实体发育阶段作转录组学分析,发现有10 121个基因自各发育阶段均有差异表达,并表明FDS、FVFD16和FVFD(fruiting body-specific genes)基因在金针菇发育中发挥重要作用。元玲刚(2016)利用iTRAQ定量蛋白质组学对金针菇的菌丝、原基及幼嫩子实体的蛋白质差异表达进行分析,结果显示有171个差异表达蛋白,其中68个在原基或幼嫩子实体上调并注释在糖代谢、MAPK通路和脂肪酸合成等途径。而另外一项研究则同样通过此技术研究冷诱导时间的长短来分析低温处理对金针菇菌丝蛋白质差异表达,共获得63个差异表达蛋白质,主要涉及能量代谢、蛋白质合成、信号转导和胞质运输等方面(Liu et al. 2017)。但该类型研究并未从代谢通路分析金针菇冷诱导形成原基的机制。
本研究对菌丝体和原基的转录组进行高通量分析,将得到的转录组数据进行GO功能注释与KEGG代谢途径分析。后者的分析是集合了生物体内众多酶参与的生物合成并由多种研究分析将其串联起来得出的代谢循环,比较两种样品间的差异可以很好地从分子水平解析金针菇原基形成时的生理代谢过程以及与环境互作的代谢方式,揭示金针菇原基形成的调控网络,有助于从基因层面对金针菇进行基因改造,培育出不需要进行冷诱导即可形成子实体的高温型金针菇新品种。
1 材料与方法
1.1 材料
1.1.1 金针菇菌种:商品名玉雪,购于北京吉蕈园科技有限公司,菇体白,PDA固体培养基(20%土豆,2%葡萄糖,0.15% MgSO4·7H2O,0.3% KH2PO4,2%琼脂粉)上4℃保存。
1.1.2 金针菇菌丝体的收集:切取菌丝块接种于PDB液体培养基(不含琼脂粉的PDA培养基),于25℃、200r/min摇床中培养6d后,取1mL种子液接种于含棉籽壳培养基(78%棉籽壳,20%麦麸,1%蔗糖,1%碳酸钙,含水量65%)的培养皿中,培养基表面覆盖一层无菌尼龙布便于收集菌丝体。25℃黑暗培养11d后培养基表面长满菌丝体(图1A),收集菌丝,液氮冷冻,-80℃保存。
图1
图1
金针菇材料
A:菌丝体;B:原基
Fig. 1
Cultures of Flammuina filiformis.
A: Mycelia; B: Primordia.
1.1.3 金针菇原基的收集:吸取1mL种子液接种于含棉籽壳培养基的组培瓶中,于25℃黑暗培养23d菌丝长满培养基后,去掉表层老菌丝,然后转至10℃低温培养箱中,去除封口膜,保持90%湿度,黑暗培养至原基形成(图1B),收集原基,液氮冷冻,-80℃保存。
1.2 RNA提取与cDNA文库构建与测序
100mg金针菇菌丝或原基样品,加入1mL TRIzol试剂(Invitrogen)进行裂解提取,具体操作参考试剂说明书,并用DNase(Thermo Fisher)消化DNA。使用1%琼脂糖电泳检测RNA提取的完整性,使用Agilent 2100 bioanalyzer和NanoDrop仪对提取的总RNA进行质量检测,RIN值在7.5以上才用于后续文库建立。
对检测合格的菌丝和原基总RNA进行cDNA文库的构建。大概构建流程如下:通过mRNA纯化试剂盒(Thermo Fisher)从总RNA中纯化出mRNA;RNA fragmentation reagent 断裂mRNA成片段;以mRNA片段为模板合成cDNA;对cDNA进行纯化,然后两端加A;连接测序adaptor,纯化后,通过PCR进行富集,获得cDNA文库。检测合格的cDNA文库,于华大基因的Illumina Hiseq 2000测序平台上以paired-end策略进行测序。
1.3 转录组数据预处理
Illunina Hiseq 2000平台测序后得到原始序列(raw reads)。使用filter-fq软件对raw reads进行数据过滤,去除含引物接头(primer adaptor)的序列(reads),去除未知碱基比例大于5%的reads及去除低质量的reads,最终获得有效序列(clean reads)。本研究使用短序列组装软件Trinity(
1.4 功能注释及代谢途径分析
转录本表达量的计算采用FPKM法(Fragment Per kb per Million fragments)。转录本的丰度通过the ratio of FPKM values (|log2Ratio|)计算。另外定义FDR(false discovery rate)≤0.001和|log2Ratio|≥1为差异表达基因。然后为了获得差异表达基因的功能信息,进行了表达差异基因的GO和KEGG通路分析。使用GO-Term Finder 软件对差异表达基因GO功能分析。而差异表达基因的通路富集,采用KEGG数据库。
2 结果与分析
2.1 转录组数据富集信息
对Illumina Hiseq 2000测序后的原始数据整理后,经de novo拼接,菌丝和原基的转录本分别为27 262和23 654,共有的转录本为20 157,其中有7 935个基因在原基阶段差异表达(4 025个基因上调表达和3 910个基因下调表达)。根据GO注释富集结果将转录本分成40个分类,包含生物过程、细胞组分和分子功能三大类。在生物过程类别中的发育过程(developmental process)、刺激响应(response to stimulus)和信号转导(signaling)有较多基因富集。由KEGG通路分析富集结果可知与代谢途径相关的差异表达基因较多。
2.2 碳水化合物代谢途径分析
在培养基以葡萄糖或蔗糖为碳源时,有氧的状态下,金针菇的能量产生主要是通过糖酵解途径和三羧酸循环进行。基于转录组的基因功能注释和KEGG代谢途径分析,本研究构建了冷诱导形成金针菇原基时的碳水化合物代谢途径(图2)。该碳水化合物代谢始于葡萄糖和蔗糖两种添加的碳源,通过糖类转运蛋白把两种物质运输至细胞内,在细胞质内进行糖酵解,重要产物丙酮酸进入线粒体形成乙酰CoA进入三羧酸循环产生能量。
图2
图2
冷诱导形成金针菇原基时的碳水化合物代谢途径
Fig. 2
Carbohydrate metabolism pathway in cold-induced primordium formation of Flammulina filiformis.
在糖类物质摄取方面,注释与糖类物质转运相关的转录本中有30个出现了基因的表达差异,80%的基因处于下调,说明此时原基状态的金针菇摄取糖分的能力变差。因此也影响糖的初步利用,导致糖酵解途径前半段的异构酶、磷酸化酶基因表达量下调。值得注意的是,糖酵解途径中的果糖-二磷酸醛缩酶(EC:4.1.2.13)基因表达量上调,其酶促产物甘油醛-3-磷酸和二羟丙酮磷酸是丙酮酸的前体物质。与此同时,丙酮酸脱羧酶(EC:4.1.1.1)基因表达下调以及利用乙酰CoA的柠檬酸合酶(EC:2.3.3.1)基因大幅度上调,说明丙酮酸的转化趋于三羧酸循环产能的方向。可推测由于糖分的摄取降低,碳水化合物代谢的能力下降,细胞正常生长需要的能量则需要额外的补充,只能通过加大三羧酸循环增加产能,而这额外的前体物质乙酰CoA则需要从其他途径中补充。在三羧酸循环中,有3个基因的表达量发生了变化,但幅度不大,而且都涉及辅酶NADH或FADH2主要产能物质的反应。
金针菇细胞的增殖与细胞壁和细胞质的合成息息相关,其中糖酵解主导细胞壁的生成。食用菌细胞壁主要含有几丁质和β-葡聚糖,其他为半纤维素和甘露聚糖等。葡聚糖在食用菌中对维持细胞稳定(如抗逆性)起着关键作用(Manzi & Pizzoferrato 2000)。我们的研究发现与几丁质合成酶(EC:2.4.1.16)和几丁质脱乙酰酶(EC:3.5.1.41)注释的基因多数呈现差异的均为下调,可推测其产物壳聚糖产量下降。在另一方面,虽然与β-葡聚糖合成相关的酶并无明显差异,但是生成其重要的前体物UDP-葡萄糖的UTP-1-磷酸葡萄糖尿酰转移酶(EC:2.7.7.9)基因上调,导致UDP-葡萄糖生成增多,也因此可能导致β-葡聚糖的产量增加。Jayakumar et al.(2011)认为真菌细胞壁的组成是可变的,取决于细胞的年龄和环境因素。综上所述,表明金针菇此时的细胞壁组成成分发生了改变,壳聚糖的比例下降,葡聚糖的比例上升,是形成原基的一个重要原因。
由于采用了冷处理的方式进行诱导,金针菇细胞会应激性地产出抗寒物质。UPD-葡萄糖的含量上升,也可能会使以此为前体的海藻糖生成量增加。海藻糖是广泛存在于细菌、真菌和动植物中,具有多种生物学功能的非还原性二糖,在冷胁迫等环境下起到保护细胞和蛋白质的作用(Zhao et al. 2018)。
值得一提的是,我们发现了由于糖酵解反应总体上的基因下调,导致上游产物不足,整个代谢处于延缓期,因此生成核酸的重要前提物质5-磷酸核糖焦磷酸(PRPP)的酶、核糖磷酸焦磷酸激酶(EC:2.7.6.1)表达下调。很意外的是核糖-5-磷酸异构酶(EC:5.3.1.6)表达量上升,推测是由于核糖-5-磷酸的积累,加上核糖-3-磷酸表异构酶(EC:5.1.3.1)表达量下降,为了使代谢速率平衡才形成此情况。
2.3 脂质代谢途径分析
脂质是生物体维持细胞内环境稳态的一种重要物质,具有多种生物功能,基于转录组的基因功能注释和KEGG代谢途径分析,我们构建了冷诱导形成金针菇原基时的脂质代谢途径(图3)。金针菇经冷诱导处理后,碳水化合物代谢变缓,能量产出不足,此时需要另一种代谢作为补充。经过对转录组数据的分析,发现脂肪酸β-氧化通路中的关键基因都有大幅度的上调。原基中烷酰基CoA氧化酶(EC:1.3.3.6)和烷酰基CoA脱氢酶(EC:1.3.8.7)的转录本相对于菌丝分别有7.2和11倍上调,其中烷酰基CoA脱氢酶还会有辅酶FADH2生成,提供大量能量。随后的具有注释烷酰基CoA水合酶(EC:4.2.1.17)的转录本中有5个基因上调(有2个提高11倍),仅有1个略微下调。然而β-氧化中最后一步中乙酰CoA酰基转移酶(EC:2.3.1.16)转录本基因下调约1倍,推测目的是限制乙酰CoA的大量产出,维持细胞稳态而下调此基因。脂肪酸β-氧化中的基因上调提供了乙酰CoA供于各种代谢途径(特别是供应三羧酸循环产能),解决了糖酵解变慢带来的问题。
图3
图3
冷诱导形成金针菇原基时的脂质代谢途径
Fig. 3
Lipid metabolism pathway in cold-induced primordium formation of Flammulina filiformis.
脂质不仅在糖酵解不足的情况下作为后备物质功能,而且参与了细胞膜的形成(Athenaki et al. 2018)。细胞膜的主要成分是磷脂和鞘脂以及真菌中特有的麦角甾醇。在分析甘油磷脂通路的时候,发现与烷酰基CoA相关的酶,如磷酸甘油酯O-酰基转移酶(EC:2.3.1.42)、3-磷酸甘油-O-酰基转移酶(EC:2.3.1.15)和溶血磷脂酸酰基转移酶(EC:2.3.1.51)都有小幅度的上调,为磷脂的合成提供了充足的底物。通过对整个甘油磷脂通路基因上下调分析,可得知双磷脂酰甘油、磷脂酰丝氨酸和磷脂酰乙醇胺的生成会增加,但没有明显通路表明其他类型的磷脂会减少。值得注意的是,在甘油脂代谢途径中发现,三酰甘油作为能量储备的重要物质之一,其对应的合成酶二酰甘油酰基转移酶(EC:2.3.1.158)的转录本基因有4倍的下调,说明此时原基状态的金针菇正处于放能状态,也是由于碳源供应不足导致减缓储能,同时有更多的二酰甘油作用于磷脂的生成,推高细胞膜在原基状态时的合成速率。
在分析鞘磷脂代谢途径的时候,发现基因上调的转录本占整个途径有差异的大部分,而且上调基因中的鞘磷脂磷酸二酯酶(EC:3.1.4.12)和鞘脂4-去饱和酶(EC:1.14.19.17)的生成物是神经酰胺。神经酰胺在细胞增殖、程序性细胞死亡(细胞凋亡)和细胞信号转导中起重要作用(Slotte 2013)。在对于产生甾醇的合成途径分析时,发现角鲨烯合成酶(EC:2.5.1.21)相关的转录本有2倍的上调,其产物角鲨烯是一种链状三萜化合物,开环的胆固醇具有良好抗氧化活性(赵振东和孙震 2004),推测寒冷的状态下会刺激细胞中的抗氧化物质生成以更好地保护细胞。
在类固醇生物合成途径中,如果只针对麦角甾醇合成酶ERG4,即反应的最后一步看,该基因的转录本上调30%,然而综合通路上游的合成酶ERG6、ERG2和ERG5的注释转录本基因下调的情况,麦角甾醇的合成下降。值得一提的是,途径中的另一种甾醇——酵母甾醇其上游基因的转录本在原基中都是上调状态,而下游基因有差异的转录本均为下调状态,有2个注释ERG6基因的转录本下调了13和14倍,说明此时酵母甾醇在大量积累。Hąc-Wydro et al.(2014)研究发现酵母甾醇具有冷凝作用,且更优于胆固醇,能形成更好地积聚与更有序地排列,表明金针菇能高效地堆积成原基与酵母甾醇有很大关系。
基于上述转录组分析,此时原基状态的金针菇处于放能状态,可推断脂肪酸的合成能力下降。在脂肪酸合成途径中基因涉及的转录本少有表达差异,但在脂肪酸链延长的代谢途径中,发现当烷基的碳原子数大于16的脂肪酸合成时,差异转录本标注为超长链3-氧代酰基辅酶A还原酶(EC:1.1.1.330)和超长链烯酰辅酶A还原酶(EC:1.3.1.93)以及酰基辅酶A硫酯酶(EC:3.1.2.2)分别有40%,30%和60%的上调。在进行与不饱和脂肪酸合成相关的差异转录本比对时,这3种酶均在此代谢通路显示,此类型基因参与大多数不饱和脂肪酸的合成。陆合等(2005)提到了丝状真菌根霉在低温处理下,其脂肪酸含量无多大变化,但不饱和脂肪酸/饱和脂肪酸的比值增大,其中亚麻酸提高了一倍。这种变化是为了确保细胞膜的流动性,以抵消饱和脂肪酸在低温时流动性降低的情况,保证细胞活性。
2.4 遗传信息相关代谢途径分析
通过上述对于物质和能量的大致循环分析,此时处于原基状态的金针菇细胞细胞壁和细胞膜组成成分发生较大的变化,但不确定细胞的增殖是否发生了明显变化,对遗传物质相关的酶进行分析得到进一步的结论。
糖酵解的速率变慢导致核酸的前体物PRPP的合成速率降低,但并不意味着细胞内遗传物质的复制减少。通过转录组的数据注释可得知,与DNA复制相关的DNA聚合酶α、DNA聚合酶δ、DNA聚合酶ε中各个亚基合成酶转录本大多数呈上调趋势。MCM complex(解旋酶)中6个亚基有4个相关的合成酶转录本处于上调。2个DNA连接酶Fen1和Lig1的转录本都处于上调状态。其余与DNA复制相关的酶转录本只有极少数处于下调或者下调不明显。注释与DNA修复相关类型的酶,有109个转录本有差别,其中有81.65%(89个)转录本在原基时处于上调状态。涉及同源重组的差异转录本中有81.81%(36个)转录也处于上调。综上所述,DNA的复制与修复在原基状态十分活跃,意味着细胞正在高速的繁殖,尽管前体物质的合成减缓。这些也表明金针菇从菌丝的营养阶段进入原基形成生殖阶段的分子基础,细胞通过重构从一种状态进入另一种状态。
在对于RNA相关合成酶的分析中,发现与RNA聚合酶I和RNA聚合酶III相关转录本的基因上调,但RNA聚合酶II存在多数差异,各转录本间无趋势。RNA聚合酶II是整个转录的关键,识别合适的启动子后与转录因子结合激活后续转录。而对于转录因子在原基中的表达,有20个差异注释的亚基转录本,其中12个上调,8个下调,TAF7转录因子亚基下调了12.9倍。TAF7是通用转录因子TFIID的组成部分,TAF7与TAF1结合,抑制其乙酰基转移酶活性,从而抑制I类启动子(由TFIID为核心组成)活性(Gegonne et al. 2006)。抑制启动子的转录因子不仅仅这一个亚基,但该亚基在冷诱导的情况下大幅度下调,可能大大激活了以TFIID为核心组成的启动子转录的相关基因。
核糖体是转录翻译中的重要工具,与注释核糖体蛋白合成的转录本中有79个有差异表达,仅有2个下调,而核糖体RNA的转录本均无明显差异。核糖体蛋白合成的加速说明冷刺激下的金针菇细胞内蛋白质合成迅速。由核糖体的生物合成途径分析可以得知,原基中的90S核糖体前体的各个亚基的转录本绝大多数上调,有差异的rRNA修饰酶转录本均为上调,为核糖体蛋白的合成提供了起始条件。
2.5 功能性蛋白
GPI-蛋白是一种外分泌蛋白,位于细胞壁表面,介导细胞与外界的相互作用,对于真菌细胞发育,子实体发育有重要作用(Dranginis et al. 2007)。在GPI蛋白合成通路中,共发现有11个带有此注释的转录本有差异变化,其中PIG-B在原基表达上调,而PIG-C和PIG-H则下调。冷诱导金针菇子实体形成过程中,细胞之间的粘合和相互作用发生改变,菌丝之间可能存在短程的交流通路系统(Wang et al. 2013)。
疏水蛋白是金针菇重要的外分泌蛋白,可在细胞壁外形成疏水层从而使菌丝等形态发生改变,其中一方面协助真菌在环境中生存并适应环境,另一方面,具有各种结构性作用(Linder et al. 2005)。本研究转录组数据中22个转录本注释成疏水蛋白编码基因,其中16个在原基阶段上调,6个下调。由此可见金针菇形成原基时,细胞壁不仅其成分改变,其附着物也发生了变化。
泛素介导的蛋白质选择性降解途径负责执行这个调控过程的组成成分包括泛素及其启动酶系统和蛋白酶体系统(吴慧娟和张志刚 2006)。金针菇细胞选择性降解目标蛋白以调控生长发育。其中E1蛋白(负责激活泛素)亚基UBLE1B和UBLE1C在原基阶段呈上调;E2蛋白(负责连接各个泛素蛋白的组件)亚基UBE2DE、UBE2M和HIP2呈下调,而UBF2O呈上调;该两类蛋白决定了泛素系统在细胞内的活性,这两种蛋白的亚基未在原基中有大幅度的上下调,可判断泛素系统在原基状态并无明显促进或抑制。E3蛋白作为靶蛋白连接酶,是整个泛素系统的重要部分。HECT型E3蛋白TRIP12(降解受损染色体)(Gudjonsson et al. 2012)和NEDD4(调节转录环节,细胞表面极性)(Ingham et al. 2004),多亚基指型环状E3蛋白中SCF复合蛋白的F-box亚基(调节影响细胞周期的蛋白)(Enchev et al. 2012)和Cul4复合蛋白的DDB1亚基(降解受损的DNA)(Smith et al. 2012),APC型蛋白中的亚基Apc1、Apc5、Apc8(细胞有丝分裂中细胞周期素降解系统中的细胞周期调节的主要成分)(付航玮等 2017)均处于上调趋势。由此可见,处于原基状态的金针菇细胞会因冷刺激而使DNA受损,同时也促进了细胞的分裂。
3 讨论
金针菇属于低温结实型菌类,工厂化栽培时需要低温环境,能耗巨大。本研究通过菌丝阶段和原基形成阶段的转录组比较分析,探寻金针菇冷诱导形成原基的分子机制及调控网络,为高温型金针菇新品种的选育提供理论依据。通过对转录组进行注释后再经过KEGG通路识别,可以发现,冷刺激下金针菇的主要通路上的基因表达发生很大变化。首先,冷诱导后形成原基的金针菇细胞对糖分的转运能力降低,导致了碳源的获取效率降低,直接影响碳水化合物代谢的中心,糖酵解的运作效率变低。此改动直接影响与碳源密切相关的代谢与合成,如负责产能的三羧酸循环所需起始物乙酰CoA来源减少,以及核苷酸的合成量降低等等。
乙酰CoA是代谢的一个最重要中介,沟通着众多循环。由于糖酵解的速率变慢,乙酰CoA得不到供应,需要进行补充。此时只能通过在菌丝状态下积累的脂肪酸进行β-氧化降解,产出乙酰CoA供给三羧酸循环,同时产出还原性辅酶以产出更多的能量。正由于供能的方式发生了改变,整个物质循环起了转变,促使多个代谢通路的基因表达进行调控以维持细胞内环境稳态。
基因调控最大的表现在于细胞膜。Homeoviscous适应性指的是生物在温度改变的情况下,为了保持膜的流动性适应环境,因而改变细胞膜的组成(Ernst et al. 2016)。金针菇处于原基时脂肪酸合成并不因为乙酰CoA的减少而使整个合成通路的大部分基因下调,而且不饱和脂肪酸的相关基因表达更是上调了。不饱和脂肪酸是促进细胞膜流动性的最大因素。除此以外,二酰甘油由于脂肪酸在氧化的状态,因而不再更多地往三酰甘油流通,而是形成更多地磷脂调节细胞膜的构成。细胞膜的另一种构成,鞘脂的比例也改变,神经酰胺占比越来越高,增加信号转导的能力。特别的是,甾醇作为真核生物特有的细胞膜成分,具有更好的抗逆性功能。正常情况下,麦角甾醇为主要占比,而其重要前体酵母甾醇在金针菇原基中占比升高,但目前对酵母甾醇研究甚少,转录组数据表明这是一个很重要的物质。
综上所述,冷诱导状态下的细胞内磷脂不断增多,不饱和脂肪酸不断增加以增强流动性,神经酰胺的信号传导,使细胞重构,代谢由糖主导改为由脂质主导,逐渐堆积起来。与此同时,从转录组分析当中得知葡聚糖/壳聚糖的比例一直升高,影响了细胞壁的构成,也是造成细胞堆积的一个重要因素。
DNA复制和RNA转录相关的酶和因子转录本处于上调,与核糖体蛋白合成相关的酶也处于上调,有大量蛋白合成,该情况说明此时细胞在低温环境下不再是应激状态,已经处于增殖状态。且泛素-蛋白系统某些亚基的表达上调也表明此时的原基金针菇细胞正处于一个快速增殖状态。
冷诱导金针菇原基形成机制可概括推断为图4,在低温环境下,细胞的代谢以及能量获取由碳水化合物代谢主导转变为脂质代谢主导,从而影响了细胞膜与细胞壁的成分,进而给细胞的增殖提供必要条件,与遗传物质相关的合成酶基因上调,细胞的分裂增殖旺盛,再加上细胞膜的构成改变,更容易积聚形成原基。
图4
图4
冷诱导形成金针菇原基时的主要调节网络
Fig. 4
The main regulation networks of cold-induced primordium formation in Flammulina filiformis.
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URL
PMID:25444659
In this work systematic investigations on the influence of zymosterol (zymo), which is one of cholesterol precursors, on lipid monolayers were done. The aim of these studies was to perform thorough comparison of zymosterol vs cholesterol membrane activity and fill the gap in the studies on the effect of sterols on membranes. The Langmuir monolayers experiments combined with Brewster angle microscopy studies were performed on binary (SM:zymo, POPC:zymo, GM3:zymo) and ternary (SM:POPC:zymo, SM:GM3:zymo) films differing in the sterol content. The obtained results evidenced differences in the influence of both sterols on lipid monolayers, which was manifested in the parameters calculated based on the isotherms as well is in monolayers morphology. It was found that zymosterol is of condensing, ordering and domain promoting abilities thus this molecule can be included to the group of membrane active sterols. However, zymosterol is much less effective than cholesterol as condensing and ordering agent. These findings were attributed to the differences in the structure of both sterols and their ability to pack tightly with other lipids in the mixed systems.
The Nedd4 family of E3 ubiquitin ligases: functional diversity within a common modular architecture
DOI:10.1038/sj.onc.1207436
URL
PMID:15021885
[本文引用: 1]
Neuronal precursor cell-expressed developmentally downregulated 4 (Nedd4) is the prototypical protein in a family of E3 ubiquitin ligases that have a common domain architecture. They are comprised of a catalytic C-terminal HECT domain and N-terminal C2 domain and WW domains responsible for cellular localization and substrate recognition. These proteins are found throughout eukaryotes and regulate diverse biological processes through the targeted degradation of proteins that generally have a PPxY motif for WW domain recognition, and are found in the nucleus and at the plasma membrane. Whereas the yeast Saccharomyces cerevisiae uses a single protein, Rsp5p, to carry out these functions, evolution has provided higher eukaryotes with several related Nedd4 proteins that appear to have specialized roles. In this review we discuss how knowledge of individual domain function has provided insight into the physiological roles of the Nedd4 proteins and describe recent results that suggest discrete functions for individual family members.
Hydrophobins: the protein-amphiphiles of filamentous fungi
DOI:10.1016/j.femsre.2005.01.004
URL
PMID:16219510
[本文引用: 1]
Hydrophobins are surface active proteins produced by filamentous fungi. They have a role in fungal growth as structural components and in the interaction of fungi with their environment. They have, for example, been found to be important for aerial growth, and for the attachment of fungi to solid supports. Hydrophobins also render fungal structures, such as spores, hydrophobic. The biophysical properties of the isolated proteins are remarkable, such as strong adhesion, high surface activity and the formation of various self-assembled structures. The first high resolution three dimensional structure of a hydrophobin, HFBII from Trichoderma reesei, was recently solved. In this review, the properties of hydrophobins are analyzed in light of these new data. Various application possibilities are also discussed.
iTRAQ-based quantitative proteome revealed metabolic changes of Flammulina velutipes mycelia in response to cold stress
DOI:10.1016/j.jprot.2017.01.009
URL
PMID:28099886
[本文引用: 1]
Temperature is one of the pivotal factors influencing mycelium growth and fruit-body formation of Flammulina velutipes. To gain insights into hyphae growth and fruit-body formation events and facilitate the identification of potential stage-specific biomarker candidates, we investigated the proteome response of F. velutipes mycelia to cold stresses using iTRAQ-coupled two-dimensional liquid chromatography tandem mass spectrometry (2D LC-MS/MS) technique. Among 1198 proteins identified with high confidence, a total of 63 displayed altered expression level after cold stress treatments. In-depth data analysis reveals that differentially expressed proteins were involved in a variety of cellular processes, particularly metabolic processes. Among the 31 up-regulated proteins, 24 (77.42%) were associated with 22 specific KEGG pathways. These up-regulated proteins could possibly serve as potential biomarkers to study the molecular mechanisms of F. velutipes mycelia response to cold stresses. These data of the proteins might provide valuable evidences to better understand the molecular mechanisms of mycelium resistance to cold stress and fruit-body formation in fungi. BIOLOGICAL SIGNIFICANCE: Low-temperature is one of the pivotal factors in some Flammulina velutipes industrial processes influencing mycelium growth, inducing primordia and controlling fruit-body development. Preliminary study has indicated that effectively regulating cultivation could augment the yield by controlling optimal cold stress level on mycelia. However, we are still far from understanding the molecular and physiological mechanisms of adaptation of these fungi at cold stress. In the present study, the experiments reported above were undertaken to investigate chronological changes of protein expression during F. velutipes mycelia in response to cold stress by using iTRAQ-coupled 2D LC-MS/MS technique. This result would provide new insights to the underlying mycelium growth and fruit-body formation mechanisms of basidiomycetes under cold stress.
Effects of adversity on fatty acid composition in fungal membrane
Beta-glucans in edible mushrooms
DOI:10.1016/S0308-8146(99)00197-1 URL [本文引用: 1]
Cluster analysis based on the growth temperature of 35 edible fungi
Protein expression during Flammulina velutipes fruiting body formation
DOI:10.1007/S10267-010-0032-0 URL [本文引用: 1]
Influence of light on the morphological changes that take place during the development of the Flammulina velutipes fruit body
DOI:10.1007/s10267-004-0195-7
URL
[本文引用: 1]
We show that fruit bodies of Flammulina velutipes can be induced in complete darkness after a sharp temperature reduction (23° to 16°C). However, the fruit bodies that form in complete darkness have a long stipe with an undeveloped pileus on the top (pinhead fruit bodies) and are thinner and whiter than the normal fruit bodies which are formed in the light. This finding suggests that F. velutipes fruit bodies cannot mature in complete darkness. However, when we irradiated the fruit bodies that had formed in complete darkness, a pileus developed immediately, and 4 days later the separation between the stipe and the pileus could be observed. Immediately after light exposure, the stipe also thickened and became increasingly pigmented. The stipe elongation was inhibited until 8 days after light exposure, although stipe elongation progressed very quickly thereafter. Basidospores were also visible in the gills 8 days after light exposure. We consider that the basidiospore development is involved in this rapid stipe elongation, which aids the effective dispersal of basidiospores.
Biological functions of sphingomyelins
DOI:10.1016/j.plipres.2013.05.001
URL
[本文引用: 1]
Sphingomyelin (SM) is a dominant sphingolipid in membranes of mammalian cells and this lipid class is specifically enriched in the plasma membrane, the endocytic recycling compartment, and the trans Golgi network. The distribution of SM and cholesterol among cellular compartments correlate. Sphingolipids have extensive hydrogen-bonding capabilities which together with their saturated nature facilitate the formation of sphingolipid and SM-enriched lateral domains in membranes. Cholesterol prefers to interact with SMs and this interaction has many important functional consequences. In this review, the synthesis, regulation, and intracellular distribution of SMs are discussed. The many direct roles played by membrane SM in various cellular functions and processes will also be discussed. These include involvement in the regulation of endocytosis and receptor-mediated ligand uptake, in ion channel and G-protein coupled receptor function, in protein sorting, and functioning as receptor molecules for various bacterial toxins, and for non-bacterial pore-forming toxins. SM is also an important constituent of the eye lens membrane, and is believed to participate in the regulation of various nuclear functions. SM is an independent risk factor in the development of cardiovascular disease, and new studies have shed light on possible mechanism behind its role in atherogenesis. (C) 2013 Elsevier Ltd.
Centromeres of filamentous fungi
DOI:10.1007/s10577-012-9290-3
URL
[本文引用: 1]
How centromeres are assembled and maintained remains one of the fundamental questions in cell biology. Over the past 20 years, the idea of centromeres as precise genetic loci has been replaced by the realization that it is predominantly the protein complement that defines centromere localization and function. Thus, placement and maintenance of centromeres are excellent examples of epigenetic phenomena in the strict sense. In contrast, the highly derived "point centromeres" of the budding yeast Saccharomyces cerevisiae and its close relatives are counterexamples for this general principle of centromere maintenance. While we have learned much in the past decade, it remains unclear if mechanisms for epigenetic centromere placement and maintenance are shared among various groups of organisms. For that reason, it seems prudent to examine species from many different phylogenetic groups with the aim to extract comparative information that will yield a more complete picture of cell division in all eukaryotes. This review addresses what has been learned by studying the centromeres of filamentous fungi, a large, heterogeneous group of organisms that includes important plant, animal and human pathogens, saprobes, and symbionts that fulfill essential roles in the biosphere, as well as a growing number of taxa that have become indispensable for industrial use.
Golden needle mushroom: a culinary medicine with evidenced-based biological activities and health promoting properties
DOI:10.3389/fphar.2016.00474
URL
PMID:28003804
[本文引用: 2]
Flammulina velutipes (enoki, velvet shank, golden needle mushroom or winter mushroom), one of the main edible mushrooms on the market, has long been recognized for its nutritional value and delicious taste. In recent decades, research has expanded beyond detailing its nutritional composition and delved into the biological activities and potential health benefits of its constituents. Many bioactive constituents from a range of families have been isolated from different parts of the mushroom, including carbohydrates, protein, lipids, glycoproteins, phenols, and sesquiterpenes. These compounds have been demonstrated to exhibit various biological activities, such as antitumour and anticancer activities, anti-atherosclerotic and thrombosis inhibition activity, antihypertensive and cholesterol lowering effects, anti-aging and antioxidant properties, ability to aid with restoring memory and overcoming learning deficits, anti-inflammatory, immunomodulatory, anti-bacterial, ribosome inactivation and melanosis inhibition. This review aims to consolidate the information concerning the phytochemistry and biological activities of various compounds isolated from F. velutipes to demonstrate that this mushroom is not only a great source of nutrients but also possesses tremendous potential in pharmaceutical drug development.
Fungal adhesion protein guides community behaviors and autoinduction in a paracrine manner
Resource diversity of Chinese macrofungi: edible, medicinal and poisonous species
DOI:10.1007/s13225-019-00432-7 URL [本文引用: 1]
Ubiquitin-proteasome pathway and its significance
Study on behavior of nuclei in different stages of life cycle of Flammulina velutipes. Master Thesis,
Proteomics analysis of Flammulina velutipes mycelia under cold stress. Master Thesis,
Gene expression related to trehalose metabolism and its effect on Volvariella volvacea under low temperature stress
DOI:10.1038/s41598-018-29116-z
URL
PMID:30030496
[本文引用: 1]
The mechanism of the low temperature autolysis of Volvariella volvacea (V. volvacea) has not been thoroughly explained, and trehalose is one of the most important osmolytes in the resistance of fungi to adversity. The present study used the low temperature sensitive V. volvacea strain V23 and the low temperature tolerant strain VH3 as test materials. Intracellular trehalose contents under low temperature stress in the two strains were measured by high performance liquid chromatography (HPLC). Quantitative real-time PCR (qPCR) analysis was carried out to study the transcriptional expression differences of enzymes related to trehalose metabolism. And trehalose solution was exogenously added during the cultivation of fruit bodies of V. volvacea. The effect of exogenous trehalose solution on the anti-hypothermia of fruit bodies was studied by evaluating the sensory changes under low temperature storage after harvest. The results showed that the intracellular trehalose content in VH3 was higher than that in V23 under low temperature stress. In the first 2 h of low temperature stress, the expression of trehalose-6-phosphate phosphatase (TPP) gene involved in trehalose synthesis decreased, while the expression of trehalose phosphorylase (TP) gene increased. The expression of TPP gene was almost unchanged in VH3, but it decreased dramatically in V23 at 4 h of low temperature stress. The expression levels of TPP and TP genes in VH3 was significantly higher than that in V23 from 6 h to 8 h of low temperature stress. TP gene may be a crucial gene of trehalose metabolism, which was more inclined to synthesize trehalose during low temperature stress. In addition, the sensory traits of V. volvacea fruit bodies stored at 4 degrees C were significantly improved by the application of exogenous trehalose compared with the controls. Thus, trehalose could help V. volvacea in response to low temperature stress and high content of it may be one of the reasons that why VH3 strain was more tolerant to the low temperature stress than V23 strain.
Research progress on natural resources and application of the bioactive substance-squalene
The sources and applications of the bioactive substance squalen that widely exists in animals and plants are reviewed.According to the citations,the most abundant sources of squalene in animals are deep-sea fishes,especially sharks,in which the highest content of squalene is approached to 69% based on liver oil.Amaranth seed oil,olive oil and palm oil are the major plant sources of squalene.The content of squalene is 5 %-8% in amaranth seed oil,and the highest content is 1.16% in olive oil.Because of the strong bioactivity,squalene is widely used in medical care fields and in cosmetics.Squalene is easy to oxidize,so it must be kept with suitable antioxidant during storage.
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