Comparative transcriptomics reveals potential genes involved in the vegetative growth of Morchella importuna
True morels ( Morchella spp.) are edible, medicinal mushrooms which have recently been artificially cultivated in China but stable production remains a problem. Here, we describe complete and comprehensive transcriptome of Morchella importuna at the stages of vegetative mycelium (VM), initial sclero...
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description | True morels (
Morchella
spp.) are edible, medicinal mushrooms which have recently been artificially cultivated in China but stable production remains a problem. Here, we describe complete and comprehensive transcriptome of
Morchella importuna
at the stages of vegetative mycelium (VM), initial sclerotium (IS) and mature sclerotium (MS) by deep transcriptional sequencing and
de novo
assembly for the first time and which will potentially provide useful information for improving its cultivation. A total of 26,496 genes were identified with a contig N50 length of 1763 bp and an average length of over 1064 bp. Additionally, 11,957 open reading frames (ORFs) were predicted and 9676 of them (80.9%) were annotated. The 2605 differentially expressed genes (DEGs) identified by gene expression clustering were mainly involved with energy metabolism and could be divided into three broad clusters, of which genes in cluster_1 and cluster_2 were involved in the metabolic process of carbohydrate, polysaccharide, hydrolase, caprolactam, beta-galactosidase, and disaccharide, respectively. Genes in cluster_3 were the largest category, mainly identified with the catalytic activity and transporter activity. Overall, the enzymes involved in the carbohydrate metabolism were highly expressed, and the CAZyme (carbohydrate-active enzyme) genes were significantly expressed within cluster_3. For expression verification, 16 CAZYme genes were selected for qRT-PCR, and the results suggested that the catabolism of carbohydrates occurs mainly in the vegetative mycelium stage, and the anabolism of the energy-rich substances is the main event of mycelial growth and sclerotial morphogenesis of
M. importuna
. |
doi_str_mv | 10.1007/s13205-019-1614-y |
format | Article |
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Morchella
spp.) are edible, medicinal mushrooms which have recently been artificially cultivated in China but stable production remains a problem. Here, we describe complete and comprehensive transcriptome of
Morchella importuna
at the stages of vegetative mycelium (VM), initial sclerotium (IS) and mature sclerotium (MS) by deep transcriptional sequencing and
de novo
assembly for the first time and which will potentially provide useful information for improving its cultivation. A total of 26,496 genes were identified with a contig N50 length of 1763 bp and an average length of over 1064 bp. Additionally, 11,957 open reading frames (ORFs) were predicted and 9676 of them (80.9%) were annotated. The 2605 differentially expressed genes (DEGs) identified by gene expression clustering were mainly involved with energy metabolism and could be divided into three broad clusters, of which genes in cluster_1 and cluster_2 were involved in the metabolic process of carbohydrate, polysaccharide, hydrolase, caprolactam, beta-galactosidase, and disaccharide, respectively. Genes in cluster_3 were the largest category, mainly identified with the catalytic activity and transporter activity. Overall, the enzymes involved in the carbohydrate metabolism were highly expressed, and the CAZyme (carbohydrate-active enzyme) genes were significantly expressed within cluster_3. For expression verification, 16 CAZYme genes were selected for qRT-PCR, and the results suggested that the catabolism of carbohydrates occurs mainly in the vegetative mycelium stage, and the anabolism of the energy-rich substances is the main event of mycelial growth and sclerotial morphogenesis of
M. importuna
.</description><identifier>ISSN: 2190-572X</identifier><identifier>EISSN: 2190-5738</identifier><identifier>DOI: 10.1007/s13205-019-1614-y</identifier><identifier>PMID: 30800592</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Agriculture ; Bioinformatics ; Biomaterials ; Biotechnology ; Cancer Research ; Caprolactam ; Carbohydrate metabolism ; Carbohydrates ; Catabolism ; Catalytic activity ; Chemistry ; Chemistry and Materials Science ; Clustering ; Disaccharides ; Energy metabolism ; Galactosidase ; Gene expression ; Genes ; Hydrolase ; Metabolism ; Morchella importuna ; Morphogenesis ; Mushrooms ; Mycelia ; Open reading frames ; Original ; Original Article ; Polysaccharides ; Stem Cells ; Transcription ; Transcriptomes ; β-Galactosidase</subject><ispartof>3 Biotech, 2019-03, Vol.9 (3), p.81-81, Article 81</ispartof><rights>King Abdulaziz City for Science and Technology 2019</rights><rights>King Abdulaziz City for Science and Technology 2019.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c470t-59a2756a5409e25aa9623735772141a6f286e74b297916c80f2c6a8d02d4259a3</citedby><cites>FETCH-LOGICAL-c470t-59a2756a5409e25aa9623735772141a6f286e74b297916c80f2c6a8d02d4259a3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6374242/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6374242/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,315,729,782,786,887,27931,27932,41495,42564,51326,53798,53800</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30800592$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Liu, Wei</creatorcontrib><creatorcontrib>Cai, Yingli</creatorcontrib><creatorcontrib>He, Peixin</creatorcontrib><creatorcontrib>Chen, Lianfu</creatorcontrib><creatorcontrib>Bian, Yinbing</creatorcontrib><title>Comparative transcriptomics reveals potential genes involved in the vegetative growth of Morchella importuna</title><title>3 Biotech</title><addtitle>3 Biotech</addtitle><addtitle>3 Biotech</addtitle><description>True morels (
Morchella
spp.) are edible, medicinal mushrooms which have recently been artificially cultivated in China but stable production remains a problem. Here, we describe complete and comprehensive transcriptome of
Morchella importuna
at the stages of vegetative mycelium (VM), initial sclerotium (IS) and mature sclerotium (MS) by deep transcriptional sequencing and
de novo
assembly for the first time and which will potentially provide useful information for improving its cultivation. A total of 26,496 genes were identified with a contig N50 length of 1763 bp and an average length of over 1064 bp. Additionally, 11,957 open reading frames (ORFs) were predicted and 9676 of them (80.9%) were annotated. The 2605 differentially expressed genes (DEGs) identified by gene expression clustering were mainly involved with energy metabolism and could be divided into three broad clusters, of which genes in cluster_1 and cluster_2 were involved in the metabolic process of carbohydrate, polysaccharide, hydrolase, caprolactam, beta-galactosidase, and disaccharide, respectively. Genes in cluster_3 were the largest category, mainly identified with the catalytic activity and transporter activity. Overall, the enzymes involved in the carbohydrate metabolism were highly expressed, and the CAZyme (carbohydrate-active enzyme) genes were significantly expressed within cluster_3. For expression verification, 16 CAZYme genes were selected for qRT-PCR, and the results suggested that the catabolism of carbohydrates occurs mainly in the vegetative mycelium stage, and the anabolism of the energy-rich substances is the main event of mycelial growth and sclerotial morphogenesis of
M. importuna
.</description><subject>Agriculture</subject><subject>Bioinformatics</subject><subject>Biomaterials</subject><subject>Biotechnology</subject><subject>Cancer Research</subject><subject>Caprolactam</subject><subject>Carbohydrate metabolism</subject><subject>Carbohydrates</subject><subject>Catabolism</subject><subject>Catalytic activity</subject><subject>Chemistry</subject><subject>Chemistry and Materials Science</subject><subject>Clustering</subject><subject>Disaccharides</subject><subject>Energy metabolism</subject><subject>Galactosidase</subject><subject>Gene expression</subject><subject>Genes</subject><subject>Hydrolase</subject><subject>Metabolism</subject><subject>Morchella importuna</subject><subject>Morphogenesis</subject><subject>Mushrooms</subject><subject>Mycelia</subject><subject>Open reading frames</subject><subject>Original</subject><subject>Original Article</subject><subject>Polysaccharides</subject><subject>Stem Cells</subject><subject>Transcription</subject><subject>Transcriptomes</subject><subject>β-Galactosidase</subject><issn>2190-572X</issn><issn>2190-5738</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNp1kU2L1TAUhosozjDOD3AjATduqslp87UR5OIXjLhRcBcyuae9GdqmJmnl_ntz6Xj9ALPJCec5b87LW1VPGX3JKJWvEmuA8poyXTPB2vr4oLoEpmnNZaMenmv4dlFdp3RHy-GMa0YfVxcNVeWl4bIadmGcbbTZr0hytFNy0c85jN4lEnFFOyQyh4xT9nYgPU6YiJ_WMKy4LwXJByQr9pg3iT6GH_lAQkc-hegOOAyW-HEOMS-TfVI96ooeXt_fV9XXd2-_7D7UN5_ff9y9ualdK2muubYgubC8pRqBW6sFNLLhUgJrmRUdKIGyvQUtNRNO0Q6csGpPYd9CGW6uqteb7rzcjrh3ZfloBzNHP9p4NMF683dn8gfTh9WIRrbQQhF4cS8Qw_cFUzajT-5kZsKwJANMcVVQKgr6_B_0LixxKvYMcMY0qEadKLZRLoaUInbnZRg1pzjNFqcpcZpTnOZYZp796eI88Su8AsAGpNKaeoy_v_6_6k_StazG</recordid><startdate>20190301</startdate><enddate>20190301</enddate><creator>Liu, Wei</creator><creator>Cai, Yingli</creator><creator>He, Peixin</creator><creator>Chen, Lianfu</creator><creator>Bian, Yinbing</creator><general>Springer International Publishing</general><general>Springer Nature B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20190301</creationdate><title>Comparative transcriptomics reveals potential genes involved in the vegetative growth of Morchella importuna</title><author>Liu, Wei ; Cai, Yingli ; He, Peixin ; Chen, Lianfu ; Bian, Yinbing</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c470t-59a2756a5409e25aa9623735772141a6f286e74b297916c80f2c6a8d02d4259a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Agriculture</topic><topic>Bioinformatics</topic><topic>Biomaterials</topic><topic>Biotechnology</topic><topic>Cancer Research</topic><topic>Caprolactam</topic><topic>Carbohydrate metabolism</topic><topic>Carbohydrates</topic><topic>Catabolism</topic><topic>Catalytic activity</topic><topic>Chemistry</topic><topic>Chemistry and Materials Science</topic><topic>Clustering</topic><topic>Disaccharides</topic><topic>Energy metabolism</topic><topic>Galactosidase</topic><topic>Gene expression</topic><topic>Genes</topic><topic>Hydrolase</topic><topic>Metabolism</topic><topic>Morchella importuna</topic><topic>Morphogenesis</topic><topic>Mushrooms</topic><topic>Mycelia</topic><topic>Open reading frames</topic><topic>Original</topic><topic>Original Article</topic><topic>Polysaccharides</topic><topic>Stem Cells</topic><topic>Transcription</topic><topic>Transcriptomes</topic><topic>β-Galactosidase</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Liu, Wei</creatorcontrib><creatorcontrib>Cai, Yingli</creatorcontrib><creatorcontrib>He, Peixin</creatorcontrib><creatorcontrib>Chen, Lianfu</creatorcontrib><creatorcontrib>Bian, Yinbing</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>3 Biotech</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Liu, Wei</au><au>Cai, Yingli</au><au>He, Peixin</au><au>Chen, Lianfu</au><au>Bian, Yinbing</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Comparative transcriptomics reveals potential genes involved in the vegetative growth of Morchella importuna</atitle><jtitle>3 Biotech</jtitle><stitle>3 Biotech</stitle><addtitle>3 Biotech</addtitle><date>2019-03-01</date><risdate>2019</risdate><volume>9</volume><issue>3</issue><spage>81</spage><epage>81</epage><pages>81-81</pages><artnum>81</artnum><issn>2190-572X</issn><eissn>2190-5738</eissn><abstract>True morels (
Morchella
spp.) are edible, medicinal mushrooms which have recently been artificially cultivated in China but stable production remains a problem. Here, we describe complete and comprehensive transcriptome of
Morchella importuna
at the stages of vegetative mycelium (VM), initial sclerotium (IS) and mature sclerotium (MS) by deep transcriptional sequencing and
de novo
assembly for the first time and which will potentially provide useful information for improving its cultivation. A total of 26,496 genes were identified with a contig N50 length of 1763 bp and an average length of over 1064 bp. Additionally, 11,957 open reading frames (ORFs) were predicted and 9676 of them (80.9%) were annotated. The 2605 differentially expressed genes (DEGs) identified by gene expression clustering were mainly involved with energy metabolism and could be divided into three broad clusters, of which genes in cluster_1 and cluster_2 were involved in the metabolic process of carbohydrate, polysaccharide, hydrolase, caprolactam, beta-galactosidase, and disaccharide, respectively. Genes in cluster_3 were the largest category, mainly identified with the catalytic activity and transporter activity. Overall, the enzymes involved in the carbohydrate metabolism were highly expressed, and the CAZyme (carbohydrate-active enzyme) genes were significantly expressed within cluster_3. For expression verification, 16 CAZYme genes were selected for qRT-PCR, and the results suggested that the catabolism of carbohydrates occurs mainly in the vegetative mycelium stage, and the anabolism of the energy-rich substances is the main event of mycelial growth and sclerotial morphogenesis of
M. importuna
.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><pmid>30800592</pmid><doi>10.1007/s13205-019-1614-y</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Agriculture Bioinformatics Biomaterials Biotechnology Cancer Research Caprolactam Carbohydrate metabolism Carbohydrates Catabolism Catalytic activity Chemistry Chemistry and Materials Science Clustering Disaccharides Energy metabolism Galactosidase Gene expression Genes Hydrolase Metabolism Morchella importuna Morphogenesis Mushrooms Mycelia Open reading frames Original Original Article Polysaccharides Stem Cells Transcription Transcriptomes β-Galactosidase |
title | Comparative transcriptomics reveals potential genes involved in the vegetative growth of Morchella importuna |
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