Skip to main content
Log in

Gonad Transcriptome Analysis of the Pacific Oyster Crassostrea gigas Identifies Potential Genes Regulating the Sex Determination and Differentiation Process

  • Original Article
  • Published:
Marine Biotechnology Aims and scope Submit manuscript

Abstract

The Pacific oyster Crassostrea gigas is a commercially important bivalve in aquaculture worldwide. C. gigas has a fascinating sexual reproduction system consisting of dioecism, sex change, and occasional hermaphroditism, while knowledge of the molecular mechanisms of sex determination and differentiation is still limited. In this study, the transcriptomes of male and female gonads at different gametogenesis stages were characterized by RNA-seq. Hierarchical clustering based on genes differentially expressed revealed that 1269 genes were expressed specifically in female gonads and 817 genes were expressed increasingly over the course of spermatogenesis. Besides, we identified two and one gene modules related to female and male gonad development, respectively, using weighted gene correlation network analysis (WGCNA). Interestingly, GO and KEGG enrichment analysis showed that neurotransmitter-related terms were significantly enriched in genes related to ovary development, suggesting that the neurotransmitters were likely to regulate female sex differentiation. In addition, two hub genes related to testis development, lncRNA LOC105321313 and Cg-Sh3kbp1, and one hub gene related to ovary development, Cg-Malrd1-like, were firstly investigated. This study points out the role of neurotransmitter and non-coding RNA regulation during gonad development and produces lists of novel relevant candidate genes for further studies. All of these provided valuable information to understand the molecular mechanisms of C. gigas sex determination and differentiation.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • Anders S, Huber W (2010) Differential expression analysis for sequence count data. Genome Biol 11:R106

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Anders S, Pyl PT, Huber W (2015) HTSeq—a python framework to work with high-throughput sequencing data. Bioinformatics 31:166–169

  • Aricescu AR, Hon WC, Siebold C, Lu W, Pa VDM, Jones EY (2014) Molecular analysis of receptor protein tyrosine phosphatase mu-mediated cell adhesion. EMBO J 25:701–712

    Article  Google Scholar 

  • Bixby JL (2003) Receptor protein tyrosine phosphatases as mediators of cellular adhesion. Front Biosci 8:d87–d99

    Article  PubMed  Google Scholar 

  • Bork P, Beckmann G (1993) The CUB domain. A widespread module in developmentally regulated proteins. J Mol Biol 231(2):539–545

    Article  CAS  PubMed  Google Scholar 

  • Chuang JC, Jones PA (2007) Epigenetics and microRNAs. Pediatr Res 61:24R–29R

    Article  CAS  PubMed  Google Scholar 

  • Coe WR (1943) Sexual differentiation in mollusks. I. Pelecypods. Q Rev Biol 18:154–164

    Article  Google Scholar 

  • Costa FF (2008) Non-coding RNAs, epigenetics and complexity. Gene 410:9–17

    Article  CAS  PubMed  Google Scholar 

  • Dheilly NM, Lelong C, Huvet A, Kellner K, Dubos MP, Riviere G, Boudry P, Favrel P (2012) Gametogenesis in the Pacific oyster Crassostrea gigas: a microarrays-based analysis identifies sex and stage specific genes. PLoS One 7:e36353

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Ebersbach G, Galli E, Møllerjensen J, Löwe J, Gerdes K (2010) Novel coiled-coil cell division factor ZapB stimulates Z ring assembly and cell division. Mol Microbiol 68:720–735

    Article  Google Scholar 

  • Enríquez-Díaz M, Pouvreau S, Chávez-Villalba J, Le Pennec M (2008) Gametogenesis, reproductive investment, and spawning behavior of the Pacific giant oyster Crassostrea gigas: evidence of an environment-dependent strategy. Aquac Int 17:491–506

    Article  Google Scholar 

  • Fang Q, Fang Y, Weng Y, Dai Y (2003) Distribution of neurotransmitters and regulatory peptide immunoreactive substances in ovary of Crassostrea gigas. J Oceanogr Taiwan Strait 22:299–302

    Google Scholar 

  • Guo X, Hedgecock D, Hershberger WK, Cooper K, Allen SK (1998) Genetic determinants of protandric sex in the Pacific oyster, Crassostrea gigas Thunberg. Evolution 52:394–402

    Article  PubMed  Google Scholar 

  • Havrylov S, Redowicz MJ, Buchman VL (2010) Emerging roles of Ruk/CIN85 in vesicle-mediated transport, adhesion, migration and malignancy. Traffic 11:721–731

    Article  CAS  PubMed  Google Scholar 

  • Hedrick PW, Hedgecock D (2010) Sex determination: genetic models for oysters. J Hered 101:602–611

    Article  PubMed  Google Scholar 

  • Kanehisa M, Araki M, Goto S, Hattori M, Hirakawa M, Itoh M, Katayama T, Kawashima S, Okuda S, Tokimatsu T, Yamanishi Y (2008) KEGG for linking genomes to life and the environment. Nucleic Acids Res 36:D480–D484

    Article  CAS  PubMed  Google Scholar 

  • Langfelder P, Horvath S (2008) WGCNA: an R package for weighted correlation network analysis. BMC Bioinformatics 9:559

    Article  PubMed  PubMed Central  Google Scholar 

  • Langmead B, Trapnell C, Pop M, Salzberg SL (2009) Ultrafast and memory-efficient alignment of short DNA sequences to the human genome. Genome Biol 10:R25

    Article  PubMed  PubMed Central  Google Scholar 

  • Li Y, Zhang L, Sun Y, Ma X, Wang J, Li R, Zhang M, Wang S, Hu X, Bao Z (2016) Transcriptome sequencing and comparative analysis of ovary and testis identifies potential key sex-related genes and pathways in scallop Patinopecten yessoensis. Mar Biotechnol 18:453–465

    Article  CAS  PubMed  Google Scholar 

  • Li Q, Liu W, Shirasu K, Chen W, Jiang S (2006) Reproductive cycle and biochemical composition of the Zhe oyster Crassostrea plicatula Gmelin in an eastern coastal bay of China. Aquaculture 261:752–759

    Article  CAS  Google Scholar 

  • Liu XL, Zhang ZF, Shao MY, Liu JG, Muhammad F (2012) Sexually dimorphic expression of foxl2 during gametogenesis in scallop Chlamys farreri, conserved with vertebrates. Dev Genes Evol 222:279–286

    Article  CAS  PubMed  Google Scholar 

  • Mao X, Cai T, Olyarchuk JG, Wei L (2005) Automated genome annotation and pathway identification using the KEGG Orthology (KO) as a controlled vocabulary. Bioinformatics 21:3787–3793

    Article  CAS  PubMed  Google Scholar 

  • Morishita F, Furukawa Y, Matsushima O, Minakata H (2010) Regulatory actions of neuropeptides and peptide hormones on the reproduction of molluscs. Can J Zool 88:825–845

    Article  CAS  Google Scholar 

  • Munger SC, Capel B (2012) Sex and the circuitry: progress toward a systems-level understanding of vertebrate sex determination. Wiley Interdiscip Rev Syst Biol Med 4:401–412

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Naimi A, Martinez AS, Specq ML, Diss B, Mathieu M, Sourdaine P (2009a) Molecular cloning and gene expression of Cg-Foxl2 during the development and the adult gametogenetic cycle in the oyster Crassostrea gigas. Comp Biochem Physiol B Biochem Mol Biol 154:134–142

    Article  PubMed  Google Scholar 

  • Naimi A, Martinez AS, Specq ML, Mrac A, Diss B, Mathieu M, Sourdaine P (2009b) Identification and expression of a factor of the DM family in the oyster Crassostrea gigas. Comp Biochem Physiol A Mol Integr Physiol 152:189–196

    Article  PubMed  Google Scholar 

  • Philippe D, Ababou A, Yang X, Ghosh R, Daviter T, Ladbury JE, Pfuhl M (2011) Making ends meet: the importance of the N- and C-termini for the structure, stability, and function of the third SH3 domain of CIN85. Biochemistry 50:3649–3659

    Article  CAS  PubMed  Google Scholar 

  • Piferrer F (2013) Epigenetics of sex determination and gonadogenesis. Dev Dyn 242:360–370

    Article  CAS  PubMed  Google Scholar 

  • Renault T, Faury N, Barbosa-Solomieu V, Moreau K (2011) Suppression substractive hybridisation (SSH) and real time PCR reveal differential gene expression in the Pacific cupped oyster, Crassostrea gigas, challenged with Ostreid herpesvirus 1. Dev Comp Immunol 35:725–735

    Article  CAS  PubMed  Google Scholar 

  • Santerre C, Sourdaine P, Martinez AS (2012) Expression of a natural antisense transcript of Cg-Foxl2 during the gonadic differentiation of the oyster Crassostrea gigas: first demonstration in the gonads of a lophotrochozoa species. Sex Dev 6:210–221

    Article  CAS  PubMed  Google Scholar 

  • Santerre C, Sourdaine P, Adeline B, Martinez AS (2014) Cg-SoxE and Cg-β-catenin, two new potential actors of the sex-determining pathway in a hermaphrodite lophotrochozoan, the Pacific oyster Crassostrea gigas. Comp Biochem Physiol A Mol Integr Physiol 167:68–76

    Article  CAS  PubMed  Google Scholar 

  • Schmittgen TD, Livak KJ (2008) Analyzing real-time PCR data by the comparative CT method. Nat Protoc 3:1101–1108

    Article  CAS  PubMed  Google Scholar 

  • Teaniniuraitemoana V, Huvet A, Levy P, Klopp C, Lhuillier E, Gaertner-Mazouni N, Gueguen Y, Le Moullac G (2014) Gonad transcriptome analysis of pearl oyster Pinctada margaritifera: identification of potential sex differentiation and sex determining genes. BMC Genomics 15:491

    Article  PubMed  PubMed Central  Google Scholar 

  • Töpfer-Petersen E, Romero A, Varela PF, Ekhlasi-Hundrieser M, Dostàlovà Z, Sanz L, Calvete JJ (2009) Spermadhesins: a new protein family. Facts, hypoteses, and perpectives. Andrologia 30:217–224

    Article  Google Scholar 

  • Trapnell C, Pachter L, Salzberg SL (2009) TopHat: discovering splice junctions with RNA-Seq. Bioinformatics 25:1105–1111

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Trapnell C, Williams BA, Pertea G, Mortazavi A, Kwan G, Van Baren MJ, Salzberg SL, Wold BJ, Pachter L (2010) Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation. Nat Biotechnol 28:511–515

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Vandesompele J, Preter KD, Pattyn F, Poppe B, Roy NV, Paepe AD, Speleman F (2002) Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol 3:research0034

  • Xue J, Schmidt SV, Sander J, Draffehn A, Krebs W, Quester I, De Nardo D, Gohel TD, Emde M, Schmidleithner L, Ganesan H (2014) Transcriptome-based network analysis reveals a spectrum model of human macrophage activation. Immunity 40(2):274–288

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Yao B, Zhang J, Dai H, Sun J, Jiao Y, Tang Y, Wu J, Shi Y (2007) Solution structure of the second SH3 domain of human CMS and a newly identified binding site at the C-terminus of c-Cbl. Biochim Biophys Acta 1774:35–43

    Article  CAS  PubMed  Google Scholar 

  • Young MD, Wakefield MJ, Smyth GK, Oshlack A (2010) Gene ontology analysis for RNA-seq: accounting for selection bias. Genome Biol 11:R14

    Article  PubMed  PubMed Central  Google Scholar 

  • Zhang G, Fang X, Guo X, Li L, Luo R, Xu F, Yang P, Zhang L, Wang X, Qi H, Xiong Z (2012) The oyster genome reveals stress adaptation and complexity of shell formation. Nature 490:49–54

    Article  CAS  PubMed  Google Scholar 

  • Zhang N, Xu F, Guo X (2014) Genomic analysis of the Pacific oyster (Crassostrea gigas) reveals possible conservation of vertebrate sex determination in a mollusc. G3 (Bethesda) 4:2207–2217

    Article  Google Scholar 

  • Zhou H, Hu H, Lai M (2010) Non-coding RNAs and their epigenetic regulatory mechanisms. Biol Cell 102:645–655

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

This work was supported by the grants from National Natural Science Foundation of China (31772843, 31672649), Shandong Province (2016ZDJS06A06), Fundamental Research Funds for the Central Universities (201762014), and Major Project for Tianjin Seed Technology (15ZXZYNC00050).

Author information

Authors and Affiliations

Authors

Contributions

CY carried out the molecular genetic studies, participated in the data analysis, and drafted the manuscript. QL conceived of the study, participated in experimental design and coordination, and contributed to the manuscript preparation. HY participated in the data analysis. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Qi Li.

Ethics declarations

Conflict of Interest

The authors declare that they have no conflict of interest.

Electronic Supplementary Material

ESM 1

(DOCX 18.1 kb)

ESM 2

(DOCX 16.5 kb)

ESM 3

(DOCX 15.3 kb)

ESM 4

(DOCX 16.8 kb)

ESM 5

(DOCX 21.2 kb)

ESM 6

(DOCX 23.5 kb)

ESM 7

(DOCX 14.6 kb)

ESM 8

(DOCX 14.6 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yue, C., Li, Q. & Yu, H. Gonad Transcriptome Analysis of the Pacific Oyster Crassostrea gigas Identifies Potential Genes Regulating the Sex Determination and Differentiation Process. Mar Biotechnol 20, 206–219 (2018). https://doi.org/10.1007/s10126-018-9798-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10126-018-9798-4

Keywords

Navigation