Abstract
Many marine invertebrate phyla are characterized by indirect development. These animals transit from planktonic larvae to benthic spats via settlement and metamorphosis, which contributes to their adaption to the marine environment. Studying the biological process of metamorphosis is, thus, key to understanding the origin and evolution of indirect development. Although numerous studies have been conducted on the relationship between metamorphosis and the marine environment, microorganisms, and neurohormones, little is known about gene regulation network (GRN) dynamics during metamorphosis. Metamorphosis-competent pediveligers of the Pacific oyster Crassostrea gigas were assayed in this study. By assaying gene expression patterns and open chromatin region changes of different samples of larvae and spats, the dynamics of molecular regulation during metamorphosis were examined. The results indicated significantly different gene regulation networks before, during and post-metamorphosis. Genes encoding membrane-integrated receptors and those related to the remodeling of the nervous system were upregulated before the initiation of metamorphosis. Massive biogenesis, e.g., of various enzymes and structural proteins, occurred during metamorphosis as inferred from the comprehensive upregulation of the protein synthesis system post epinephrine stimulation. Hierarchical downstream gene networks were then stimulated. Some transcription factors, including homeobox, basic helix–loop–helix and nuclear receptors, showed different temporal response patterns, suggesting a complex GRN during the transition stage. Nuclear receptors, as well as their retinoid X receptor partner, may participate in the GRN controlling oyster metamorphosis, indicating an ancient role of the nuclear receptor regulation system in animal metamorphosis.
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Data availability
RNAseq data have been deposited with GenBank under BioProject PRJNA553079. The datasets used and analyzed during the current study are also available from the corresponding author upon reasonable request.
References
Adamo S (2008) Norepinephrine and octopamine: linking stress and immune function across phyla. Invertebr Surviv J 5:12–19
Backman TWH, Girke T (2016) systemPipeR: NGS workflow and report generation environment. BMC Bioinform 17:388
Bauknecht P, Jékely G (2017) Ancient coexistence of norepinephrine, tyramine, and octopamine signaling in bilaterians. BMC Biol 15:6
Bonar DB, Coon SL, Walch M, Weiner RM, Fitt W (1990) Control of oyster settlement and metamorphosis by endogenous and exogenous chemical cues. Bull Mar Sci 46:484–498
Boyle MJ, Yamaguchi E, Seaver EC (2014) Molecular conservation of metazoan gut formation: evidence from expression of endomesoderm genes in Capitella teleta (Annelida). EvoDevo 5:39
Brown DD, Cai LQ (2007) Amphibian metamorphosis. Dev Biol 306:20–33
Buenrostro JD, Wu B, Chang HY, Greenleaf WJ (2015) ATAC-seq: a method for assaying chromatin accessibility genome-wide. Curr Protoc Mol Biol 109:21.29.1-21.29.9
Cannuel R, Beninger PG (2006) Gill development, functional and evolutionary implications in the Pacific oyster Crassostrea gigas (Bivalvia: Ostreidae). Mar Biol 149:547–563
Cantalapiedra CP, Hernández-Plaza A, Letunic I, Bork P, Huerta-Cepas J (2021) eggNOG-mapper v2: functional annotation, orthology assignments, and domain prediction at the metagenomic scale. Mol Biol Evol 38:5825–5829
Chevalier S, Martin A, Leclere L, Amiel A, Houliston E (2006) Polarised expression of FoxB and FoxQ2 genes during development of the hydrozoan Clytia hemisphaerica. Dev Genes Evol 216:709–720
Coon SL, Bonar DB (1987) Pharmacological evidence that alpha1-adrenoceptors mediate metamorphosis of the pacific oyster, Crassostrea gigas. Neuroscience 23:1169–1174
Coon SL, Bonar DB, Weiner RM (1986) Chemical production of cultchless oyster spat using epinephrine and norepinephrine. Aquaculture 58:255–262
Davidson EH, Peterson KJ, Cameron RA (1995) Origin of bilaterian body plans: evolution of developmental regulatory mechanisms. Science 270:1319–1325
Foulon V, Boudry P, Artigaud S, Guerard F, Hellio C (2019) In silico analysis of Pacific oyster (Crassostrea gigas) transcriptome over developmental stages reveals candidate genes for larval settlement. Int J Mol Sci 20:197
Fritzenwanker JH, Gerhart J, Freeman RM, Lowe CJ (2014) The Fox/Forkhead transcription factor family of the hemichordate Saccoglossus kowalevskii. EvoDevo 5:17
Fuchs J, Martindale MQ, Hejnol A (2011) Gene expression in bryozoan larvae suggest a fundamental importance of pre-patterned blastemic cells in the bryozoan life-cycle. EvoDevo 2:13
Goulty M, Botton-Amiot G, Rosato E, Sprecher SG, Feuda R (2023) The monoaminergic system is a bilaterian innovation. Nat Commun 14:3284
Hadfield MG (2000) Why and how marine-invertebrate larvae metamorphose so fast. Semin Cell Dev Biol 11:437–443
Haley BA, Hales B, Brunner EL, Kovalchik K, Waldbusser GG (2018) Mechanisms to explain the elemental composition of the initial aragonite shell of larval oysters. Geochem Geophys Geosyst 19:1064–1079
Hedgecock D, Gaffney PM, Goulletquer P, Guo X, Reece K, Warr GW (2005) The case for sequencing the Pacific oyster genome. J Shellfish Res 24:429–441
Heyland A, Moroz LL (2006) Signaling mechanisms underlying metamorphic transitions in animals. Integr Comp Biol 46:743
Heyland A, Price DA, Bodnarova-buganova M, Moroz LL (2006) Thyroid hormone metabolism and peroxidase function in two non-chordate animals. J Exp Zool 306B:551–566
Hill RJ, Billas IML, Bonneton F, Graham LD, Lawrence MC (2013) Ecdysone receptors: from the Ashburner model to structural biology. Annu Rev Entomol 58:251–271
Hiripi L, Vehovszky A, Juhos S, Elekes K (1998) An octopaminergic system in the CNS of the snails, Lymnaea stagnalis and Helix pomatia. Philos Trans R Soc Lond B 353:1621–1629
Huang W, Xu F, Qu T, Zhang R, Li L, Que H, Zhang G (2015) Identification of thyroid hormones and functional characterization of thyroid hormone receptor in the Pacific oyster Crassostrea gigas provide insight into evolution of the thyroid hormone system. PLoS ONE 10:e0144991
Ihaka R, Gentleman R (1996) R: a language for data analysis and graphics. J Comput Graph Stat 5:299–314
Jackson RJ, Hellen CUT, Pestova TV (2010) The mechanism of eukaryotic translation initiation and principles of its regulation. Nat Rev Mol Cell Biol 11:113–127
Ji P, Xu F, Huang B, Li Y, Li L, Zhang G (2016) Molecular characterization and functional analysis of a putative octopamine/tyramine receptor during the developmental stages of the Pacific oyster, Crassostrea gigas. PLoS ONE 11:e0168574
Jiao Y, Cao Y, Zheng Z, Liu M, Guo X (2019) Massive expansion and diversity of nicotinic acetylcholine receptors in lophotrochozoans. BMC Genomics 20:937
Joyce A, Vogeler S (2018) Molluscan bivalve settlement and metamorphosis: neuroendocrine inducers and morphogenetic responses. Aquaculture 487:64–82
Kassambara A, Mundt F (2020) factoextra: extract and visualize the results of multivariate data analyses. R package version 1.0.7. https://CRAN.R-project.org/package=factoextra
Kim D, Paggi JM, Park C, Bennett C, Salzberg SL (2019) Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotype. Nat Biotechnol 37:907–915
Kovaka S, Zimin AV, Pertea GM, Razaghi R, Salzberg SL, Pertea M (2019) Transcriptome assembly from long-read RNA-seq alignments with StringTie2. Genome Biol 20:278
Lafont R, Koolman J (2009) Diversity of ecdysteroids in animal species. In: Smagghe G (ed) Ecdysone: structures and functions. Springer Netherlands, Dordrecht, pp 47–71
Laguerre M, Veenstra JA (2010) Ecdysone receptor homologs from mollusks, leeches and a polychaete worm. FEBS Lett 584:4458–4462
Langmead B, Salzberg SL (2012) Fast gapped-read alignment with Bowtie 2. Nat Methods 9:357–359
Li HJ, Li Q, Yu H, Du SJ (2019) Developmental dynamics of myogenesis in Pacific oyster Crassostrea gigas. Comp Biochem Physiol B Biochem Mol Biol 227:21–30
Love MI, Huber W, Anders S (2014) Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol 15:550
Machanick P, Bailey TL (2011) MEME-ChIP: motif analysis of large DNA datasets. Bioinformatics 27:1696–1697
Mukai ST, Steel CGH, Saleuddin ASM (2001) Partial characterization of the secretory material from the dorsal bodies in the snail Helisoma duryi (Mollusca : Pulmonata), and its effects on reproduction. Invertebr Biol 120:149–161
Peñaloza C, Gutierrez AP, Eöry L, Wang S, Guo X, Archibald AL, Bean TP, Houston RD (2021) A chromosome-level genome assembly for the Pacific oyster Crassostrea gigas. Gigascience 10:giab020
Peterson KJ, Cameron RA, Davidson EH (2000) Bilaterian origins: significance of new experimental observations. Dev Biol 219:1–17
Raff RA (2008) Origins of the other metazoan body plans: the evolution of larval forms. Philos Trans R Soc Lond B Biol Sci 363:1473–1479
Ramirez F, Ryan DP, Gruning B, Bhardwaj V, Kilpert F, Richter AS, Heyne S, Dundar F, Manke T (2016) deepTools2: a next generation web server for deep-sequencing data analysis. Nucleic Acids Res 44:W160-165
Romer F (1979) Ecdysteroids in snails. Naturwissenschaften 66:471–472
Shi YB, Matsuura K, Fujimoto K, Wen L, Fu LZ (2012) Thyroid hormone receptor actions on transcription in amphibia: the roles of histone modification and chromatin disruption. Cell Biosci 2:42
Slavotinek AM, Biesecker LG (2001) Unfolding the role of chaperones and chaperonins in human disease. Trends Genet 17:528–535
Sly BJ, Snoke MS, Raff RA (2003) Who came first-larvae or adults? Origins of bilaterian metazoan larvae. Int J Dev Biol 47:623–632
Stenzel H (1963) Aragonite and calcite as constituents of adult oyster shells. Science 142:232–233
Stenzel HB (1964) Oysters: composition of the larval shell. Science 145:155–156
Suzuki M, Saruwatari K, Kogure T, Yamamoto Y, Nishimura T, Kato T, Nagasawa H (2009) An acidic matrix protein, Pif, is a key macromolecule for nacre formation. Science 325:1388–1390
Treccani L, Mann K, Heinemann F, Fritz M (2006) Perlwapin, an abalone nacre protein with three four-disulfide core (whey acidic protein) domains, inhibits the growth of calcium carbonate crystals. Biophys J 91:2601–2608
Tu Q, Brown CT, Davidson EH, Oliveri P (2006) Sea urchin forkhead gene family: phylogeny and embryonic expression. Dev Biol 300:49–62
Vogeler S, Carboni S, Li X, Ireland JH, Miller-Ezzy P, Joyce A (2021) Cloning and characterisation of NMDA receptors in the Pacific oyster, Crassostrea gigas (Thunberg, 1793) in relation to metamorphosis and catecholamine synthesis. Dev Biol 469:144–159
Whitehead DL, Sellheyer K (1982) The Identification of ecdysterone (20-hydroxyecdysone) in 3 species of mollusks (Gastropoda, Pulmonata). Experientia 38:1249–1251
Xu F, Domazet-Lošo T, Fan D, Dunwell TL, Li L, Fang X, Zhang G (2016) High expression of new genes in trochophore enlightening the ontogeny and evolution of trochozoans. Sci Rep 6:34664
Xu F, Marlétaz F, Gavriouchkina D, Liu X, Sauka-Spengler T, Zhang G, Holland PWH (2021) Evidence from oyster suggests an ancient role for Pdx in regulating insulin gene expression in animals. Nat Commun 12:3117
Yang M, Xu F, Liu J, Que H, Li L, Zhang G (2014) Phylogeny of forkhead genes in three spiralians and their expression in Pacific oyster Crassostrea gigas. Chin J Oceanol Limnol 32:1207–1223
Yu J-K, Mazet F, Chen Y-T, Huang S-W, Jung K-C, Shimeld SM (2008) The Fox genes of Branchiostoma floridae. Dev Genes Evol 218:629–638
Yu GC, Wang LG, Han YY, He QY (2012) clusterProfiler: an R package for comparing biological themes among gene clusters. OMICS 16:284–287
Yu G, Wang L-G, He Q-Y (2015) ChIPseeker: an R/Bioconductor package for ChIP peak annotation, comparison and visualization. Bioinformatics 31:2382–2383
Zeng D, Guo X (2022) Mantle transcriptome provides insights into biomineralization and growth regulation in the Eastern oyster (Crassostrea virginica). Mar Biotechnol 24:82–96
Zhang Y, Liu T, Meyer CA, Eeckhoute J, Johnson DS, Bernstein BE, Nusbaum C, Myers RM, Brown M, Li W, Liu XS (2008) Model-based analysis of ChIP-Seq (MACS). Genome Biol 9:R137
Zhang G, Fang X, Guo X, Li L, Luo R, Xu F, Yang P, Zhang L, Wang X, Qi H, Xiong Z, Que H, Xie Y, Holland PWH, Paps J, Zhu Y, Wu F, Chen Y, Wang J, Peng C et al (2012) The oyster genome reveals stress adaptation and complexity of shell formation. Nature 490:49–54
Zhao XM, Qin ZY, Liu WM, Liu XJ, Moussian B, Ma EB, Li S, Zhang JZ (2018) Nuclear receptor HR3 controls locust molt by regulating chitin synthesis and degradation genes of Locusta migratoria. Insect Biochem Mol Biol 92:1–11
Zhu A, Ibrahim JG, Love MI (2018) Heavy-tailed prior distributions for sequence count data: removing the noise and preserving large differences. Bioinformatics 35:2084–2092
Acknowledgements
We acknowledge Qingdao Frontier Ocean Seed Company Ltd for providing the facility for culturing oyster larvae. We thank Wen Huang for his assistance during the oyster treatment experiment. Most of the computations were supported by the Oceanographic Data Center, IOCAS. We acknowledge financial support from the Science & Technology Innovation Project of Laoshan Laboratory (LSKJ202203001), the Key Research and Development Program of Shandong (2022LZGC015), and the Taishan Scholars Program.
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FX conceived and designed the study. FX and SD conducted experiments. FX and DG conducted data analysis. GZ contributed to oyster experiments and analysis. FX wrote the paper. All authors approved the final manuscript.
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Xu, F., Deng, S., Gavriouchkina, D. et al. Transcriptional regulation analysis reveals the complexity of metamorphosis in the Pacific oyster (Crassostrea gigas). Mar Life Sci Technol 5, 467–477 (2023). https://doi.org/10.1007/s42995-023-00204-y
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DOI: https://doi.org/10.1007/s42995-023-00204-y