Clarissa P. Ferreira , Renato S. Moreira , Camila L.V. Bastolla , Miguel Saldaña-Serrano , Daína Lima , Carlos H.A.M. Gomes , Afonso C.D. Bainy , Karim H. Lüchmann
{"title":"牡蛎锌反应的转录组调查和生物标志物发现","authors":"Clarissa P. Ferreira , Renato S. Moreira , Camila L.V. Bastolla , Miguel Saldaña-Serrano , Daína Lima , Carlos H.A.M. Gomes , Afonso C.D. Bainy , Karim H. Lüchmann","doi":"10.1016/j.margen.2024.101109","DOIUrl":null,"url":null,"abstract":"<div><p>In an era of unprecedented industrial and agricultural growth, metal contamination in marine environments is a pressing concern. Sentinel organisms such as the mangrove oyster <em>Crassostrea gasar</em> provide valuable insights into these environments' health. However, a comprehensive understanding of the molecular mechanisms underlying their response to metal exposure remains elusive. To address this gap, we reanalyzed the 454-sequencing data of <em>C. gasar</em>, utilizing an array of bioinformatics workflow of CDTA (Combined <em>De Novo</em> Transcriptome Assembly) to generate a more representative assembly. In parallel, <em>C. gasar</em> individuals were exposed to two concentrations of zinc (850 and 4500 μg L<sup>−1</sup> Zn) for 48 h to understand their molecular responses. We utilized Trinotate workflow for the 11,684-CDTA unigenes annotation, with most transcripts aligning with the genus <em>Crassostrea</em>. Our analysis indicated that 67.3% of transcript sequences showed homology with Pfam, while 51.4% and 54.5%, respectively had GO and KO terms annotated. We identified potential metal pollution biomarkers, focusing on metal-related genes, such as those related to the GSH biosynthesis (<em>CHAC1</em> and <em>GCLC</em>-like), to zinc transporters (<em>ZNT2</em>-like), and metallothionein (<em>MT</em>-like). The evolutionary conservation of these genes within the <em>Crassostrea</em> genus was assessed through phylogenetic analysis. Further, these genes were evaluated by qPCR in the laboratory exposed oysters. All target genes exhibited significant upregulation upon exposure to Zn at both 850 and 4500 μg L<sup>−1</sup>, except for <em>GCLC</em>-like, which showed upregulation only at the higher concentration of 4500 μg L<sup>−1</sup>. This result suggests distinct activation thresholds and complex interactions among these genes in response to varying Zn concentrations. Our study provides insights into the molecular responses of <em>C. gasar</em> to Zn, adding valuable tools for monitoring metal pollution in marine ecosystems using the mangrove oyster as a sentinel organism.</p></div>","PeriodicalId":18321,"journal":{"name":"Marine genomics","volume":null,"pages":null},"PeriodicalIF":1.3000,"publicationDate":"2024-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Transcriptomic investigation and biomarker discovery for zinc response in oysters Crassostrea gasar\",\"authors\":\"Clarissa P. Ferreira , Renato S. Moreira , Camila L.V. Bastolla , Miguel Saldaña-Serrano , Daína Lima , Carlos H.A.M. Gomes , Afonso C.D. Bainy , Karim H. Lüchmann\",\"doi\":\"10.1016/j.margen.2024.101109\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>In an era of unprecedented industrial and agricultural growth, metal contamination in marine environments is a pressing concern. Sentinel organisms such as the mangrove oyster <em>Crassostrea gasar</em> provide valuable insights into these environments' health. However, a comprehensive understanding of the molecular mechanisms underlying their response to metal exposure remains elusive. To address this gap, we reanalyzed the 454-sequencing data of <em>C. gasar</em>, utilizing an array of bioinformatics workflow of CDTA (Combined <em>De Novo</em> Transcriptome Assembly) to generate a more representative assembly. In parallel, <em>C. gasar</em> individuals were exposed to two concentrations of zinc (850 and 4500 μg L<sup>−1</sup> Zn) for 48 h to understand their molecular responses. We utilized Trinotate workflow for the 11,684-CDTA unigenes annotation, with most transcripts aligning with the genus <em>Crassostrea</em>. Our analysis indicated that 67.3% of transcript sequences showed homology with Pfam, while 51.4% and 54.5%, respectively had GO and KO terms annotated. We identified potential metal pollution biomarkers, focusing on metal-related genes, such as those related to the GSH biosynthesis (<em>CHAC1</em> and <em>GCLC</em>-like), to zinc transporters (<em>ZNT2</em>-like), and metallothionein (<em>MT</em>-like). The evolutionary conservation of these genes within the <em>Crassostrea</em> genus was assessed through phylogenetic analysis. Further, these genes were evaluated by qPCR in the laboratory exposed oysters. All target genes exhibited significant upregulation upon exposure to Zn at both 850 and 4500 μg L<sup>−1</sup>, except for <em>GCLC</em>-like, which showed upregulation only at the higher concentration of 4500 μg L<sup>−1</sup>. This result suggests distinct activation thresholds and complex interactions among these genes in response to varying Zn concentrations. Our study provides insights into the molecular responses of <em>C. gasar</em> to Zn, adding valuable tools for monitoring metal pollution in marine ecosystems using the mangrove oyster as a sentinel organism.</p></div>\",\"PeriodicalId\":18321,\"journal\":{\"name\":\"Marine genomics\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.3000,\"publicationDate\":\"2024-04-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Marine genomics\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1874778724000278\",\"RegionNum\":4,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"GENETICS & HEREDITY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Marine genomics","FirstCategoryId":"99","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1874778724000278","RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"GENETICS & HEREDITY","Score":null,"Total":0}
Transcriptomic investigation and biomarker discovery for zinc response in oysters Crassostrea gasar
In an era of unprecedented industrial and agricultural growth, metal contamination in marine environments is a pressing concern. Sentinel organisms such as the mangrove oyster Crassostrea gasar provide valuable insights into these environments' health. However, a comprehensive understanding of the molecular mechanisms underlying their response to metal exposure remains elusive. To address this gap, we reanalyzed the 454-sequencing data of C. gasar, utilizing an array of bioinformatics workflow of CDTA (Combined De Novo Transcriptome Assembly) to generate a more representative assembly. In parallel, C. gasar individuals were exposed to two concentrations of zinc (850 and 4500 μg L−1 Zn) for 48 h to understand their molecular responses. We utilized Trinotate workflow for the 11,684-CDTA unigenes annotation, with most transcripts aligning with the genus Crassostrea. Our analysis indicated that 67.3% of transcript sequences showed homology with Pfam, while 51.4% and 54.5%, respectively had GO and KO terms annotated. We identified potential metal pollution biomarkers, focusing on metal-related genes, such as those related to the GSH biosynthesis (CHAC1 and GCLC-like), to zinc transporters (ZNT2-like), and metallothionein (MT-like). The evolutionary conservation of these genes within the Crassostrea genus was assessed through phylogenetic analysis. Further, these genes were evaluated by qPCR in the laboratory exposed oysters. All target genes exhibited significant upregulation upon exposure to Zn at both 850 and 4500 μg L−1, except for GCLC-like, which showed upregulation only at the higher concentration of 4500 μg L−1. This result suggests distinct activation thresholds and complex interactions among these genes in response to varying Zn concentrations. Our study provides insights into the molecular responses of C. gasar to Zn, adding valuable tools for monitoring metal pollution in marine ecosystems using the mangrove oyster as a sentinel organism.
期刊介绍:
The journal publishes papers on all functional and evolutionary aspects of genes, chromatin, chromosomes and (meta)genomes of marine (and freshwater) organisms. It deals with new genome-enabled insights into the broader framework of environmental science. Topics within the scope of this journal include:
• Population genomics and ecology
• Evolutionary and developmental genomics
• Comparative genomics
• Metagenomics
• Environmental genomics
• Systems biology
More specific topics include: geographic and phylogenomic characterization of aquatic organisms, metabolic capacities and pathways of organisms and communities, biogeochemical cycles, genomics and integrative approaches applied to microbial ecology including (meta)transcriptomics and (meta)proteomics, tracking of infectious diseases, environmental stress, global climate change and ecosystem modelling.