Comparative Biochemistry and Physiology Part D: Genomics and Proteomics
Transcriptome analysis of the Sepia pharaonis: Identification of low salinity stress-related information and microsatellite markers
Graphical abstract
Introduction
Sepia pharaonis is commonly located in the Red Sea and Persian Gulf, from northern Australia to Gulf of Thailand and Japan, and from the Indian Ocean to the Andaman Sea (Roper et al., 2005). Being a giant cuttlefish species, it can grow to 42 cm in mantle length and 5 kg in weight. The feeding habits, resistance to disease, tolerance to crowding and handling, short life span, and rapid growth makes this species an ideal commercially viable mariculture (Minton et al., 2001).
Among the key factors that determine the stable growth and well-being of many aquaculture species in salinity. Thus, the level of salinity should be optimized for effective artificial propagation of S. pharaonis. During culture, S. pharaonis often experiences significant chances in salinity caused by heavy rainfalls, and this may lead to high mortality and farm productivity. Osmoregulation is the most direct response to salinity change. Then physiological functions of immune, digestion system will be affected, causing growth and survival threat.
Several types of research about the effect of salinity to S. pharaonis have been done. Le et al. (2014) found the suitable salinity of S. pharaonis larvae was from 24 ppt to 33 ppt, and the most appropriate salinity was 27 ppt, by researching the impact of salinity on survival and growth similar to the finding of Dai et al. (2012). Huang et al. (2012) studied the effects of salinities (15.0, 18.0, 21.0, 24.0, 27.0, 30.0 and 33.0) on fertilized egg hatching and survival activity index (SAI) of the larvae of S. pharaonis in the laboratory at 22 ± 1 °C. Wen et al. investigated the effects of salinity on survival and behavior in juvenile S. pharaonis in a laboratory (Wen et al., 2011). Except for suitable salinity for fertilized egg, larvae and juvenile, the effects of abrupt and gradual changes of salinity on survival rate, specific growth rate, weight gain rate, hepatosomatic index, and enzyme activity (superoxide dismutase, glutamic-pyruvic transaminase, glutamic oxaloacetic transaminase, alkaline phosphatase) were explored as well (Kexin et al., 2015). However, current researchers focus on tolerance and general physiology to the salinity of this species, and the molecular mechanism is little to be understood.
Currently, unlike many other species for which genomic sequences are available, such sequences are unavailable for sepia and this have substantially limited the exploration of its physiological regulation. To overcome this challenge, researchers have employed next-generation sequencing approach to characterize the molecular process of this species efficiently at low cost (De Vos et al., 2019). Transcriptome sequencing yields double-stranded cDNA which are annotated in relevant databases (Ma et al., 2019). This has expanded our understanding and accelerated the identification of new genes networks, for many organisms for which the genomes are yet to be fully elucidated (Mardis, 2008). Additionally, the widespread application of next-generation sequencing has also led to the discovery and characterization of SSRs for many aquaculture species. This is because its time-saving (Jia et al., 2019). SSRs are important factors used in breeding and genetic studies.
In the present work, Illumina Hiseq2500 tool was employed to map the gill transcriptome of S. pharaonis. Genes related to salinity stress were identified. Furthermore, we uncovered and characterized SSR elements in the transcriptome for the first time in S. pharaonis which helps to understand its genetic information and osmoregulation.
Section snippets
Ethics statement
All of the scientific activities in this study were in accordance with the Law of the People's Republic of China on the Protection of Wildlife and All experiments were conducted in compliance with guidelines and approval of the Animal Care and Use Committee of Ningbo University. In China, academic research on cuttlefish is highly encouraged and does not necessitate particular permits.
Experimental animal
Experimental juveniles of cuttlefish (S. pharaonis) were obtained from artificial breeding nursery base in
Sequencing and evaluation of the assembly
The sequencing generated 203,852,818 raw reads. These data were filtered and screened, and 200,000,000 clean reads were harvested. Q30 bases rate, reflecting the quality of sequencing results was 94.53%.
There are 130,857 unigenes, among which >500 bp were 62,569 unigenes and >1000 bp were 23,723 unigenes (Table S1). The unigene (N50) has a median size of 970 bp. The lengths of the unigene were in the range of 301 bp to 39,756 bp, and the average length of the unigene is 784.72 bp.
Annotation of unigenes
By data
Discussion
S. pharaonis is of great commercial value for aquaculture. In this study, a total of 203,852,818 raw reads were produced, and 130,857 unigenes were assembled. The unigenes were matched on the KOG database for classification and functional prediction. Collectively, 13,808 unigenes were subcategorized into 25 KOG classes (Fig. 2). GO analysis identified 64 GO terms for the 12,717 unigenes.
S. pharaonis is sensitive to salinity fluctuations. After heavy rain falls, salinity decreased sharply,
Conclusion
This study is the first time to investigate osmoregulation in S. pharaonis by transcriptome sequencing. Our transcriptome sequencing produced 203,852,818 raw reads, and 130,857 unigenes were assembled. DEGs analysis revealed 6153 significant genes between two different salinity groups. Based on insightful information from unigenes and DEG, we analyzed related pathways and genes in salinity stress of S. pharaonis. Moreover, we discover 101,576 SSRs in 130,857 sequences. These microsatellites
Data statement
The RNA-Seq reads are available under BioProject PRJNA430775 in the NCBI SRA database under accession SRX3605940 and SRX3605941.
Funding
The design of the study, experimentation, and interpretation of the data was funded by Ningbo Agricultural Major Projects (201401C1111001), the Open Fund of Zhejiang Provincial Top Key Discipline of Aquaculture in Ningbo University. All the authors were sponsored by K.C. Wong Magna Fund in Ningbo University.
Authors' contributions
Conceived and designed the experiments: WWS, ZMR and CLW. Performed the experiments: ZMR and YZ. Analyzed the data: WWS, ZMR, CLW, YZ, RHL and CKM. Contributed reagents/materials/analysis tools: WWS, ZMR, YZ, CLW and CKM. Wrote the paper: ZMR and WWS. All authors read and approved the final manuscript.
Declaration of competing interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Acknowledgements
The authors are grateful to Yi-Meng Yuan, Meng Han and Hui Dong (Key Laboratory of the Ministry of Education for Applied Marine Biotechnology, Ningbo University) for continuous technical advice and helpful discussion. This manuscript has been thoroughly edited by a native English speaker from an editing company.
References (29)
- et al.
The EAR-motif of the Cys2/His2-type zinc finger protein Zat7 plays a key role in the defense response of Arabidopsis to salinity stress
Journal of Biological Chemistry
(2007) - et al.
Identification of salt stress response genes using the Artemia transcriptome
Aquaculture
(2019) - et al.
Transcriptome analysis of the endangered Notopterygium incisum: cold-tolerance gene discovery and identification of EST-SSR and SNP markers
Plant Divers.
(2019) The impact of next-generation sequencing technology on genetics
Trends Genet.
(2008)- et al.
HTQC: a fast quality control toolkit for Illumina sequencing data
BMC Bioinform.
(2013) - et al.
Differential expression analysis for sequence count data
Genome Biol.
(2010) - et al.
Stress induced and nuclear localized HIPP26 from Arabidopsis thaliana interacts via its heavy metal associated domain with the drought stress related zinc finger transcription factor ATHB29
Plant molecular biology
(2009) - et al.
Tolerance of the Cuttlefish Sepia pharaonis Larvae to Water Salinities and pH
(2012) - et al.
Methylation of histone H3 lysine 36 enhances DNA repair by nonhomologous end-joining
Proceedings of the National Academy of Sciences of the United States of America
(2011) - et al.
Plant tolerance to drought and salinity: stress regulating transcription factors and their functional significance in the cellular transcriptional network
Plant cell reports
(2011)
Chk1 phosphorylation of Metnase enhances DNA repair but inhibits replication fork restart
Oncogene
Effects of salinity on fertilized egg hatch and survival activity index of the larvae of Sepia pharaonis
J. Guangdong Ocean Univ.
Salinity Effects on Growth and Enzyme Activity of Juvenile
Fast gapped-read alignment with Bowtie 2
Nat. Methods
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