Diverse strategies conferring extreme cadmium (Cd) tolerance in the dark septate endophyte (DSE), Exophiala pisciphila: Evidence from RNA-seq data
Dark septate endophytes (DSE) ubiquitously colonize the roots of plants growing in extreme heavy metals (HMs)-contaminated soils. Little is known about the overall molecular response of DSE to excessive HMs. Therefore, RNA-seq was performed through Illumina Hiseq 2000 sequencing based on two cDNA li...
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description | Dark septate endophytes (DSE) ubiquitously colonize the roots of plants growing in extreme heavy metals (HMs)-contaminated soils. Little is known about the overall molecular response of DSE to excessive HMs. Therefore, RNA-seq was performed through Illumina Hiseq 2000 sequencing based on two cDNA libraries of the DSE strain Exophiala pisciphila, cultured under cadmium (Cd)-free and Cd-stressed conditions, and 21,376 unigenes were generated. In total, 575 differentially expressed genes (DEGs) were obtained. Approximately 40% of the DEGs (228 unigenes) were involved in 10 well-known HMs-tolerant pathways, conferring the extreme cadmium (Cd) tolerance of E. pisciphila, including metal ion binding and transportation, organic acid metabolism and transportation, reactive oxygen species (ROS) scavenging, redox homeostasis, transcription factors production, sulfate assimilation, DNA repair and cell wall integrity maintenance, etc. Our results indicate that integral tactics associated with the collaboration of extracellular and intracellular mechanisms contribute to the enhanced HMs tolerance of this fungus. This study represents the first investigation of the transcriptome of DSE under Cd stress, and our results provide valuable information for future molecular studies of HMs tolerance in fungi. |
doi_str_mv | 10.1016/j.micres.2014.09.005 |
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Little is known about the overall molecular response of DSE to excessive HMs. Therefore, RNA-seq was performed through Illumina Hiseq 2000 sequencing based on two cDNA libraries of the DSE strain Exophiala pisciphila, cultured under cadmium (Cd)-free and Cd-stressed conditions, and 21,376 unigenes were generated. In total, 575 differentially expressed genes (DEGs) were obtained. Approximately 40% of the DEGs (228 unigenes) were involved in 10 well-known HMs-tolerant pathways, conferring the extreme cadmium (Cd) tolerance of E. pisciphila, including metal ion binding and transportation, organic acid metabolism and transportation, reactive oxygen species (ROS) scavenging, redox homeostasis, transcription factors production, sulfate assimilation, DNA repair and cell wall integrity maintenance, etc. Our results indicate that integral tactics associated with the collaboration of extracellular and intracellular mechanisms contribute to the enhanced HMs tolerance of this fungus. This study represents the first investigation of the transcriptome of DSE under Cd stress, and our results provide valuable information for future molecular studies of HMs tolerance in fungi.</description><identifier>ISSN: 0944-5013</identifier><identifier>EISSN: 1618-0623</identifier><identifier>DOI: 10.1016/j.micres.2014.09.005</identifier><identifier>PMID: 25294257</identifier><language>eng</language><publisher>Germany: Elsevier GmbH</publisher><subject>Adaptation, Biological - genetics ; Cadmium ; Cadmium - metabolism ; Cadmium - toxicity ; Cluster Analysis ; Computational Biology - methods ; Dark septate endophytes (DSE) ; Endophytes - genetics ; Endophytes - metabolism ; Exophiala - genetics ; Exophiala - metabolism ; Exophiala pisciphila ; Gene Expression Profiling ; Gene Expression Regulation, Fungal - drug effects ; Heavy metal tolerance ; High-Throughput Nucleotide Sequencing ; Metals, Heavy - metabolism ; Metals, Heavy - toxicity ; Models, Biological ; Molecular Sequence Annotation ; Reproducibility of Results ; Sequence Analysis, RNA ; Stress, Physiological - genetics ; Transcriptome</subject><ispartof>Microbiological research, 2015-01, Vol.170, p.27-35</ispartof><rights>2014 Elsevier GmbH</rights><rights>Copyright © 2014 Elsevier GmbH. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c614t-19c193a504c13eb544b7fd27b2cb938a701e204c176aac173b9c7cda7359a883</citedby><cites>FETCH-LOGICAL-c614t-19c193a504c13eb544b7fd27b2cb938a701e204c176aac173b9c7cda7359a883</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S094450131400113X$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,65309</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25294257$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhao, Dake</creatorcontrib><creatorcontrib>Li, Tao</creatorcontrib><creatorcontrib>shen, Mi</creatorcontrib><creatorcontrib>Wang, Junling</creatorcontrib><creatorcontrib>Zhao, Zhiwei</creatorcontrib><title>Diverse strategies conferring extreme cadmium (Cd) tolerance in the dark septate endophyte (DSE), Exophiala pisciphila: Evidence from RNA-seq data</title><title>Microbiological research</title><addtitle>Microbiol Res</addtitle><description>Dark septate endophytes (DSE) ubiquitously colonize the roots of plants growing in extreme heavy metals (HMs)-contaminated soils. Little is known about the overall molecular response of DSE to excessive HMs. Therefore, RNA-seq was performed through Illumina Hiseq 2000 sequencing based on two cDNA libraries of the DSE strain Exophiala pisciphila, cultured under cadmium (Cd)-free and Cd-stressed conditions, and 21,376 unigenes were generated. In total, 575 differentially expressed genes (DEGs) were obtained. Approximately 40% of the DEGs (228 unigenes) were involved in 10 well-known HMs-tolerant pathways, conferring the extreme cadmium (Cd) tolerance of E. pisciphila, including metal ion binding and transportation, organic acid metabolism and transportation, reactive oxygen species (ROS) scavenging, redox homeostasis, transcription factors production, sulfate assimilation, DNA repair and cell wall integrity maintenance, etc. Our results indicate that integral tactics associated with the collaboration of extracellular and intracellular mechanisms contribute to the enhanced HMs tolerance of this fungus. This study represents the first investigation of the transcriptome of DSE under Cd stress, and our results provide valuable information for future molecular studies of HMs tolerance in fungi.</description><subject>Adaptation, Biological - genetics</subject><subject>Cadmium</subject><subject>Cadmium - metabolism</subject><subject>Cadmium - toxicity</subject><subject>Cluster Analysis</subject><subject>Computational Biology - methods</subject><subject>Dark septate endophytes (DSE)</subject><subject>Endophytes - genetics</subject><subject>Endophytes - metabolism</subject><subject>Exophiala - genetics</subject><subject>Exophiala - metabolism</subject><subject>Exophiala pisciphila</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Fungal - drug effects</subject><subject>Heavy metal tolerance</subject><subject>High-Throughput Nucleotide Sequencing</subject><subject>Metals, Heavy - metabolism</subject><subject>Metals, Heavy - toxicity</subject><subject>Models, Biological</subject><subject>Molecular Sequence Annotation</subject><subject>Reproducibility of Results</subject><subject>Sequence Analysis, RNA</subject><subject>Stress, Physiological - genetics</subject><subject>Transcriptome</subject><issn>0944-5013</issn><issn>1618-0623</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kc1u1DAUhS0EokPhDRDyciqR4L_EMYtK1XQoSBVI0L3l2Deth_zV9oza1-CJcTQtSzb2tfzdc-1zEHpPSUkJrT_tysHbALFkhIqSqJKQ6gVa0Zo2BakZf4lWRAlRVITyE_Qmxh3JoGrYa3TCKqYEq-QK_bn0BwgRcEzBJLj1ELGdxg5C8OMthocUYABsjRv8fsDrjTvDaeohmNEC9iNOd4CdCb9xhDllBQyjm-a7x1ytL39tzz7i7UM-e9MbPPtofa578xlvD97BotGFacA_v18UEe6zUjJv0avO9BHePe2n6ObL9mbztbj-cfVtc3Fd2JqKVFBlqeKmIsJSDm0lRCs7x2TLbKt4YyShwJZLWRuTV94qK60zklfKNA0_Reuj7Bym-z3EpIf8POh7M8K0j5rWXEjGZFNlVBxRG6YYA3R6Dn4w4VFTopcw9E4fw9BLGJooncPIbR-eJuzbAdy_pmf3M3B-BCB_8-Ah6OzPYorzAWzSbvL_n_AXMradvg</recordid><startdate>20150101</startdate><enddate>20150101</enddate><creator>Zhao, Dake</creator><creator>Li, Tao</creator><creator>shen, Mi</creator><creator>Wang, Junling</creator><creator>Zhao, Zhiwei</creator><general>Elsevier GmbH</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20150101</creationdate><title>Diverse strategies conferring extreme cadmium (Cd) tolerance in the dark septate endophyte (DSE), Exophiala pisciphila: Evidence from RNA-seq data</title><author>Zhao, Dake ; Li, Tao ; shen, Mi ; Wang, Junling ; Zhao, Zhiwei</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c614t-19c193a504c13eb544b7fd27b2cb938a701e204c176aac173b9c7cda7359a883</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Adaptation, Biological - genetics</topic><topic>Cadmium</topic><topic>Cadmium - metabolism</topic><topic>Cadmium - toxicity</topic><topic>Cluster Analysis</topic><topic>Computational Biology - methods</topic><topic>Dark septate endophytes (DSE)</topic><topic>Endophytes - genetics</topic><topic>Endophytes - metabolism</topic><topic>Exophiala - genetics</topic><topic>Exophiala - metabolism</topic><topic>Exophiala pisciphila</topic><topic>Gene Expression Profiling</topic><topic>Gene Expression Regulation, Fungal - drug effects</topic><topic>Heavy metal tolerance</topic><topic>High-Throughput Nucleotide Sequencing</topic><topic>Metals, Heavy - metabolism</topic><topic>Metals, Heavy - toxicity</topic><topic>Models, Biological</topic><topic>Molecular Sequence Annotation</topic><topic>Reproducibility of Results</topic><topic>Sequence Analysis, RNA</topic><topic>Stress, Physiological - genetics</topic><topic>Transcriptome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhao, Dake</creatorcontrib><creatorcontrib>Li, Tao</creatorcontrib><creatorcontrib>shen, Mi</creatorcontrib><creatorcontrib>Wang, Junling</creatorcontrib><creatorcontrib>Zhao, Zhiwei</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Microbiological research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhao, Dake</au><au>Li, Tao</au><au>shen, Mi</au><au>Wang, Junling</au><au>Zhao, Zhiwei</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Diverse strategies conferring extreme cadmium (Cd) tolerance in the dark septate endophyte (DSE), Exophiala pisciphila: Evidence from RNA-seq data</atitle><jtitle>Microbiological research</jtitle><addtitle>Microbiol Res</addtitle><date>2015-01-01</date><risdate>2015</risdate><volume>170</volume><spage>27</spage><epage>35</epage><pages>27-35</pages><issn>0944-5013</issn><eissn>1618-0623</eissn><abstract>Dark septate endophytes (DSE) ubiquitously colonize the roots of plants growing in extreme heavy metals (HMs)-contaminated soils. Little is known about the overall molecular response of DSE to excessive HMs. Therefore, RNA-seq was performed through Illumina Hiseq 2000 sequencing based on two cDNA libraries of the DSE strain Exophiala pisciphila, cultured under cadmium (Cd)-free and Cd-stressed conditions, and 21,376 unigenes were generated. In total, 575 differentially expressed genes (DEGs) were obtained. Approximately 40% of the DEGs (228 unigenes) were involved in 10 well-known HMs-tolerant pathways, conferring the extreme cadmium (Cd) tolerance of E. pisciphila, including metal ion binding and transportation, organic acid metabolism and transportation, reactive oxygen species (ROS) scavenging, redox homeostasis, transcription factors production, sulfate assimilation, DNA repair and cell wall integrity maintenance, etc. Our results indicate that integral tactics associated with the collaboration of extracellular and intracellular mechanisms contribute to the enhanced HMs tolerance of this fungus. This study represents the first investigation of the transcriptome of DSE under Cd stress, and our results provide valuable information for future molecular studies of HMs tolerance in fungi.</abstract><cop>Germany</cop><pub>Elsevier GmbH</pub><pmid>25294257</pmid><doi>10.1016/j.micres.2014.09.005</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adaptation, Biological - genetics Cadmium Cadmium - metabolism Cadmium - toxicity Cluster Analysis Computational Biology - methods Dark septate endophytes (DSE) Endophytes - genetics Endophytes - metabolism Exophiala - genetics Exophiala - metabolism Exophiala pisciphila Gene Expression Profiling Gene Expression Regulation, Fungal - drug effects Heavy metal tolerance High-Throughput Nucleotide Sequencing Metals, Heavy - metabolism Metals, Heavy - toxicity Models, Biological Molecular Sequence Annotation Reproducibility of Results Sequence Analysis, RNA Stress, Physiological - genetics Transcriptome |
title | Diverse strategies conferring extreme cadmium (Cd) tolerance in the dark septate endophyte (DSE), Exophiala pisciphila: Evidence from RNA-seq data |
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