Role of Transportome in the Gills of Chinese Mitten Crabs in Response to Salinity Change: A Meta-Analysis of RNA-Seq Datasets

被引:22
|
作者
Malik, Adeel [1 ]
Kim, Chang-Bae [2 ]
机构
[1] Sangmyung Univ, Inst Intelligence Informat Technol, Seoul 30316, South Korea
[2] Sangmyung Univ, Dept Biotechnol, Seoul 30316, South Korea
来源
BIOLOGY-BASEL | 2021年 / 10卷 / 01期
关键词
Chinese mitten crab; Eriocheir sinensis; transportome; transporters; salinity; osmoregulation; transcriptome; RNA-Seq; meta-analysis; gills; GENE-EXPRESSION; ERIOCHEIR-SINENSIS; WEB SERVER; STRESS; OSMOREGULATION; CHANNELS; FAMILY; PATHWAYS; GENOME; ATPASE;
D O I
10.3390/biology10010039
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Simple Summary Eriocheir sinensis is a freshwater crab and is considered as one of the most important cost-effective species for freshwater aquaculture. E. sinensis can grow in both freshwater and brackish waters. In order to adapt to this changing salinity, E. sinensis can regulate the osmotic concentration of its hemolymph. Additionally, studies have shown that gills are one of the most important tissues in osmoregulation. In this work, we performed the first meta-analysis of publicly available RNA-Seq datasets to identify differentially expressed genes in the gills under different salinity conditions. The results highlighted that many different types of transporters show altered expression because of salinity change. Some of these transporters may serve as novel or new biomarkers for osmoregulation. The findings of this work also suggest that cellular processes related to many morphological changes are also affected. Chinese mitten crab (CMC) or Eriocheir sinensis is a strong osmoregulator that can keep rigorous cellular homeostasis. CMC can flourish in freshwater, as well as seawater, habitats and represents the most important species for freshwater aquaculture. Salt stress can have direct effects on several stages (e.g., reproduction, molting, growth, etc.) of the CMC life cycle. To get a better overview of the genes involved in the gills of CMC under different salinity conditions, we conducted an RNA-Seq meta-analysis on the transcriptomes of four publicly available datasets. The meta-analysis identified 405 differentially expressed transcripts (DETs), of which 40% were classified into various transporter classes, including accessory factors and primary active transporters as the major transport classes. A network analysis of the DETs revealed that adaptation to salinity is a highly regulated mechanism in which different functional modules play essential roles. To the best of our knowledge, this study is the first to conduct a transcriptome meta-analysis of gills from crab RNA-Seq datasets under salinity. Additionally, this study is also the first to focus on the differential expression of diverse transporters and channels (transportome) in CMC. Our meta-analysis opens new avenues for a better understanding of the osmoregulation mechanism and the selection of potential transporters associated with salinity change.
引用
收藏
页码:1 / 27
页数:27
相关论文
共 50 条
  • [1] Transcriptome analysis of Chinese mitten crabs (Eriocheir sinensis) gills in response to ammonia stress
    Wang, Zhengfei
    Wang, Yue
    Guan, Yayun
    Chen, Zhuofan
    Zhai, Yaotong
    Wu, Ya
    Zhou, Ying
    Hu, Jinghao
    Chen, Lulu
    PEERJ, 2024, 12
  • [2] Meta-Analysis of Dilated Cardiomyopathy Using Cardiac RNA-Seq Transcriptomic Datasets
    Alimadadi, Ahmad
    Munroe, Patricia B.
    Joe, Bina
    Cheng, Xi
    GENES, 2020, 11 (01)
  • [3] Meta-Analysis of RNA-Seq Datasets Identifies Novel Players in Glioblastoma
    Sallam, Magy
    Mysara, Mohamed
    Baatout, Sarah
    Guns, Pieter-Jan
    Ramadan, Raghda
    Benotmane, Mohammed Abderrafi
    CANCERS, 2022, 14 (23)
  • [4] Recent developments and future directions in meta-analysis of differential gene expression in livestock RNA-Seq
    Keel, Brittney N. N.
    Lindholm-Perry, Amanda K. K.
    FRONTIERS IN GENETICS, 2022, 13
  • [5] Meta-analysis of microarray and RNA-Seq gene expression datasets for carcinogenic risk: An assessment of Bisphenol A
    Jung, Junghyun
    Mok, Changsoo
    Lee, Woosuk
    Jang, Wonhee
    MOLECULAR & CELLULAR TOXICOLOGY, 2017, 13 (02) : 239 - 249
  • [6] Meta-analysis of microarray and RNA-Seq gene expression datasets for carcinogenic risk: An assessment of Bisphenol A
    Junghyun Jung
    Changsoo Mok
    Woosuk Lee
    Wonhee Jang
    Molecular & Cellular Toxicology, 2017, 13 : 239 - 249
  • [7] RNA-seq analysis reveals divergent adaptive response to hyper- and hypo-salinity in cobia, Rachycentron canadum
    Cao, Danyu
    Li, Jinfeng
    Huang, Baosong
    Zhang, Jiandong
    Pan, Chuanhao
    Huang, Jiansheng
    Zhou, Hui
    Ma, Qian
    Chen, Gang
    Wang, Zhongliang
    FISH PHYSIOLOGY AND BIOCHEMISTRY, 2020, 46 (05) : 1713 - 1727
  • [8] Differential meta-analysis of RNA-seq data from multiple studies
    Andrea Rau
    Guillemette Marot
    Florence Jaffrézic
    BMC Bioinformatics, 15
  • [9] Differential meta-analysis of RNA-seq data from multiple studies
    Rau, Andrea
    Marot, Guillemette
    Jaffrezic, Florence
    BMC BIOINFORMATICS, 2014, 15
  • [10] Identification of Upstream Transcriptional Regulators of Ischemic Cardiomyopathy Using Cardiac RNA-Seq Meta-Analysis
    Alimadadi, Ahmad
    Aryal, Sachin
    Manandhar, Ishan
    Joe, Bina
    Cheng, Xi
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2020, 21 (10)