Accepted Manuscript Comparative transcriptome analysis explores maternal to zygotic transition during Eriocheir sinensis early embryogenesis
Junhao Ning, Chengwen Song, Danli Luo, Yuan Liu, Hourong Liu, Zhaoxia Cui PII: DOI: Reference:
S0378-1119(18)31070-9 doi:10.1016/j.gene.2018.10.036 GENE 43292
To appear in:
Gene
Received date: Revised date: Accepted date:
21 April 2018 27 September 2018 11 October 2018
Please cite this article as: Junhao Ning, Chengwen Song, Danli Luo, Yuan Liu, Hourong Liu, Zhaoxia Cui , Comparative transcriptome analysis explores maternal to zygotic transition during Eriocheir sinensis early embryogenesis. Gene (2018), doi:10.1016/ j.gene.2018.10.036
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ACCEPTED MANUSCRIPT Comparative transcriptome analysis explores maternal to zygotic transition during Eriocheir sinensis early embryogenesis
Junhao Ninga,c,d, Chengwen Songa,b,c, Danli Luoa,c,d, Yuan Liua,b,c, Hourong Liua,c,d,
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Zhaoxia Cuia,b,c*
a. CAS Key Laboratory of Experimental Marine Biology, Institute of Oceanology,
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Chinese Academy of Sciences, Qingdao 266071, China
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b. Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266071, China
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c. Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China
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d. University of Chinese Academy of Sciences, Beijing 100049, China
* Corresponding authors.
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ACCEPTED MANUSCRIPT Address: Institute of Oceanology, Chinese Academy of Sciences, 7 Nanhai Road, Qingdao 266071, China
Tel: +86 532 82898509.
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Fax: +86 532 82898509.
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E-mail address:
[email protected] (Z. Cui).
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Abstract
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The maternal genome directs almost all aspects of early animal development. As development proceeds, the elimination of maternal gene products and zygotic genome
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activation (ZGA) occur during the maternal to zygotic transition (MZT). To study the
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molecular mechanisms regulating this developmental event in Eriocheir sinensis, RNA-Seq technology was applied to generate comprehensive information on
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transcriptome dynamics during early embryonic stages. In total, 32,088 annotated
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unigenes were obtained from the transcriptomes of fertilized eggs and embryos at the cleavage (2-4 cell) and blastula stage. A total of 566 maternal genes and 1165 zygotic genes were isolated, among which 103 and 266 genes were predicted conserved maternal transcripts (COMATs) and conserved zygotic transcripts (COZYTs), respectively. The COMATs performed housekeeping gene functions and may be essential for initiating early embryogenesis of the Bilateria. Furthermore, 87, 76 and 117 differentially expressed genes associated with the MZT, morphogenesis and 2
ACCEPTED MANUSCRIPT immunity were identified when compared the three transcriptomic datasets. We also unmask that the MZT takes place around the cleavage stage, when the genes involved in the clearance of maternal gene products and the ZGA were significantly up-regulated. Taken together, these datasets provide a valuable resource for
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understanding the mechanisms of early developmental events in E. sinensis, and
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facilitate further studies on molecular mechanisms of asynchronous development in
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crabs.
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Keywords: mitten crabs; embryogenesis; maternal to zygotic transition; transcriptomics
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1. Introduction
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The Chinese mitten crab (Eriocheir sinensis) is one of the most commercially
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important aquatic species in China. This crab has contributed obviously to the understanding of invertebrate development and functional genomics due to its
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available resources, such as typical zoeal larval and metamorphotic stages (Montú et al., 1996). Nevertheless, cannibalism owing to asynchronous development in
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crustacean has been restricting the development of E. sinensis industry (Lovrich, 1997; Marshall et al., 2005; Moksnesa, 1997). Asynchronous development of crab embryos will deteriorate sharply from late cleavage stage (32 cell) to early gastrula stage in natural conditions, which causes serious cannibalism and reduces the yield of juvenile crabs (Zhao et al., 1993). Although early embryonic development of E.
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ACCEPTED MANUSCRIPT sinensis has been reported previously (Huang et al., 2011), little is known about the molecular mechanism of the asynchronous development.
Embryonic development is controlled by a complicated interaction between maternal and zygotic provisioned transcripts. Maternally deposited products (mRNAs
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and proteins) control virtually all aspects of early embryonic development prior to the
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zygotic genome activation (ZGA) (Korzh, 2009; Tadros and Lipshitz, 2009). With the
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development of animal embryos, the ‘maternal-to-zygotic transition’ (MZT) is
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triggered by the concomitant degradation of maternal products and the activation of zygotic transcription (Tadros and Lipshitz, 2009; Walser and Lipshitz, 2011).
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Meanwhile, Asynchronous cleavages has been reported to be associated with the formation of cell interphase during the MZT (Tadros and Lipshitz, 2009). In recent
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years, the MZT has been extensively studied in model organisms, including
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echinoderms, nematodes, insects, fishes, amphibians and mammals, but the timing and scale of this event varies from 2-cell to the gastrula (Tadros and Lipshitz, 2009).
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For example, the first cohort of zygotic genome is activated at the 10th cell division in
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zebrafish, while at 13th cell division in Drosophila (Kimmel et al., 1995). Although several researches have tried to reveal the regulating mechanisms of maternal transcripts degradation as well as zygotic gene activation, most analyses were focused on single transcript or small subset of transcripts. Accordingly, studies on the molecular mechanism of the MZT may be conducive to further elucidate E. sinensis embryonic development and reduce asynchronous rate. 4
ACCEPTED MANUSCRIPT Advances in high-throughput sequencing technologies have had a tremendous impact on genomics (Green et al., 2010), transcriptomics (Sultan et al., 2008), and stem cell biology (Tang et al., 2010). RNA-sequencing (RNA-Seq) has offered a high-effective and convenient tool for analysis of gene expression, identification of
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novel genes and differentially expressed genes (Garber et al., 2011). Studies on
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transcriptomes of early embryogenesis have been reported in different invertebrates,
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such as D. melanogaster (De Renzis et al., 2007), Caenorhabditis elegans (Baugh et al., 2003), Oncopeltus fasciatus (Ewen-Campen et al., 2011), and Lymnaea stagnalis
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(Liu et al., 2014). An extensive analysis of transcriptome dynamics during
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invertebrate embryogenesis would provide insights into the molecular regulation mechanism of the MZT. Here, we apply RNA-seq to gain a comprehensive
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understanding of transcriptional processes occurring from the fertilized egg to the
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blastula. Our focus is on the major developmental events during the MZT, such as axis formation, segmentation and immunity. The work builds a valuable resource for
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E. sinensis developmental biology and functional genomics.
2. Materials and Methods 2.1. Sample preparation The adult mitten crabs were collected during their reproductive period from a farm in Panjin, Liaoning Province, China. Females and males were placed in one container filled with filtered seawater (salinity 20) for mating at 15 °C. Then the fertilized eggs 5
ACCEPTED MANUSCRIPT (Fe, collected immediately after spawning) and embryos from the cleavage stage (Cs, 2-4 cell) and blastula stage (Bs) were collected from healthy ovigerous crabs. The developmental stages of embryos were monitored under a dissecting microscope, and embryo samples at each stage were collected from five identical crabs. All samples
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were collected separately in 1.5 mL tubes, then immediately frozen in liquid nitrogen
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2.2. cDNA library construction and sequencing
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until RNA extraction.
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Total RNA was extracted from frozen Fs, Cs and Bs embryos using Trizol Reagent (Invitrogen, USA). Residual DNA was removed from the extracted RNA samples
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with RNase-free DNase I. RNA quality and concentration were determined using a
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Qubit®RNA Assay Kit with a Qubit®2.0 Fluorimeter (Life Technologies, CA, USA) and a NanoDrop 6000 Assay Kit with an Agilent Bioanalyzer 2100 system (Agilent
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Technologies, Palo Alto, CA, USA). The equal amounts of RNA samples from five
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replicate crabs were pooled as input material for RNA-Seq. mRNA was purified using magnetic oligo (dT) beads, and then digested into short fragments with a TruSeq RNA Sample Prep Kit (Illumina, San Diego, CA, USA). The short mRNA fragments, mixed with random hexamer primers, were used as templates to synthesize first-strand cDNA. Then double-stranded cDNA was prepared and sequencing adaptors were ligated with T4 DNA ligase according to Illumina manufacturer’s protocol. The ligated products were amplified to create a final cDNA library after purification with 6
ACCEPTED MANUSCRIPT AMPureXP beads (Beckman Coulter, High Wycombe, United Kingdom). Then each cDNA library was sequenced by the Illumina HiSeqTM 2000 platform and paired-end
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reads were generated.
2.3. Transcriptome assembly and annotation
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All raw reads were deposited in the NCBI Short Read Archive (SRA) database
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(http://www.ncbi.nlm.nih.gov/Traces/sra/). After removing adapter sequences,
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high-quality clean reads were obtained by filtering the low-quality sequences (
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using Trinity software (http://trinityrnaseq.sourceforge.net/) as described for de novo
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transcriptome assembly without a reference genome (Garber et al., 2011). The Fe, Cs
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and Bs datasets were analyzed separately first, and then assembled and reanalyzed.
Gene annotations were performed by sequence alignment with public databases.
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Each transcript was searched against the National Center for Biotechnology
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Information (NCBI) non-redundant protein sequence (Nr) database (http://www.ncbi.nlm.nih.gov/) and clustered into a unique sequence (unigene). After that, GO (Gene Ontology; http://www.geneontology.org/) annotations were assigned to classify the potential functions of all unigenes using Blast2GO. The biochemical pathway were generated by Kyoto Encyclopedia of Genes and Genomes (KEGG) (http://www.genome.jp/kegg/), and non-supervised Orthologous Groups (eggNOG)
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ACCEPTED MANUSCRIPT (http://eggnog.embl.de/) were performed to predict and classify potential functions of the unigenes based on known orthologous gene products.
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2.4. Gene expression analysis To detect gene expression levels, clean reads in each sample were first mapped to
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the assembled transcriptome to obtain the read number of each gene, and then the
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RPKM (reads per kilobase of exon model per million mapped reads) value was
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calculated to compare gene expression differences between different samples (Mortazavi et al., 2008). A RPKM threshold value of 0.1 was set to detect the
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presence of a unigene, which corresponded to a false discovery rate (FDR) of less
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than 0.05
2.5. Differentially expressed genes identification, enrichment and pathway analysis
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Differentially expressed genes (DEGs) between two transcriptomes were identified
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by the DESeq program (http://www-huber.embl.de/users/anders/DESeq/) (Anders and Huber, 2010). Unigenes with a significant adjusted P-value (P<0.05) and a foldchange value >2 were considered to be diff erentially expressed between two sample groups (Anders and Huber, 2010). Classification of genes by time of increase or decrease in abundance is relevant to their regulation and function (Baugh et al., 2003). Four dynamic expression classes (M: maternal genes, Z: zygotic genes, MZ: 8
ACCEPTED MANUSCRIPT maternal-zygotic genes and T: transient genes) were divided by the defining features of each expression profile. After that, GO, eggNOG, KEGG Orthology (KO) and KEGG pathway enrichment analysis were performed to categorize the DEGs and detected potential pathways that might be involved in. In the GO and KEGG pathway
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enrichment analysis, a P-value of 0.05 (-Log10 (0.05) = 1.3) was set as the threshold
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for a significant diff erence between each two transcriptomes. The KEGG metabolic
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pathway of the unigenes was constructed online
(http://www.genome.jp/kegg/tool/map_pathway2.html), and the gene expression level
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was represented with different color. According to the public databases and previous
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literatures, crucial DEGs related to morphological change, hormone, nervous system
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and nutrition metabolism were further manually checked.
2.6. Validation by quantitative real-time PCR
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The expression of eleven key DEGs was validated by quantitative real-time PCR (RT-qPCR) analysis. Primers designed according to the Illumina sequencing data are
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listed in Table 1. Total RNA was extracted from the same samples as that in Illumina sequencing, and first-strand cDNA was synthesized using a PrimeScript RT Reagent Kit with gDNA Eraser (TaKaRa, Dalian, China). The RT-qPCR was performed with an ABI 7500 Sequence Detection System (Applied Biosystems, Foster City, CA, USA). The β-actin gene was used as an internal control and all experiments were performed in triplicate. The reaction was carried out in a total volume of 10 μL, 9
ACCEPTED MANUSCRIPT containing 5 μL of 2× SYBR Premix Ex TaqTM II (TaKaRa), 0.2 μL of 50× ROX Reference Dye, 2 μL of diluted cDNA mix, 0.2 μL of each primer (10 mM) and 2.4 μL of Milli-Q water. Thermal profile for SYBR Green RT-qPCR was 95 ℃ for 30 s, followed by 40 cycles of 95 ℃ for 5 s and 60 ℃ for 35 s. The 2-∆∆CT method was used
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to analyze relative gene expression (Livak and Schmittgen, 2001). The results were
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subjected to one-way analysis of variance with SPSS 16.0, where P<0.05 indicated
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statistically significant difference.
3. Results and Discussion
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3.1. Transcriptome sequencing and assembly
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In total, 57,135,691, 36,954,342 and 32,813,420 raw reads were obtained from Fe,
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Cs and Bs transcriptome, then deposited in NCBI Short Read Archive database with accession numbers SRR1182019, SRX1162680 and SRR2180019, respectively. After
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assembly by Trinity, 628,264 contigs were generated with an average length of 287,92 bp from the three transcriptomic datasets. Further assembly and BlastX searches
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against the Nr database resulted in 32,088 annotated unigenes, whose lengths ranged from 201 bp to 18,986 bp with an N50 length of 2,389 bp (Table 2). These data could greatly enrich the genetic resources for E. sinensis, especially for its developmental biology and functional genomics.
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ACCEPTED MANUSCRIPT 3.2. Functional annotation of unigenes According to the KEGG analysis, 7,158 (22.30%) annotated sequences were mapped to 305 KEGG pathways. The eggNOG analysis showed that a total of 29,461 (91.81%)unigenes were categorized into 26 functional groups (Supplementary Fig.
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S1). Except the unigenes with ‘Functional unknown’ (14.16%) and ‘General function
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prediction only’ (17.19%), the dominant categories were ‘Signal transduction
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mechanisms’ (10.37%), followed by ‘Post-translational modification, protein turnover, chaperones’ (8.93%) and ‘Translation, ribosomal structure and biogenesis’
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(7.07%).
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3.3. Functional classification of differentially expressed gene
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In total, 1,756 DEGs were obtained from the three transcriptomes. And the distribution of DEGs between two developmental stages was illustrated in volcano
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plots (Supplementary Fig. S2). Then we divided these DEGs into four categories by dynamic expression pattern (Baugh et al., 2003). 566 down-regulated genes from Fe
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to Bs (P ≤ 0.05) were named predicted maternal genes (M), 1165 up-regulated genes from Fe to Bs (P ≤ 0.05) were assigned to predicted zygotic genes (Z). Meanwhile, 2 predicted maternal-zygotic genes (MZ) and 23 predicted transient genes (T) were identified in our datasets. In order to verify whether “maternal-to-zygotic transition” occurs at a certain time between Fe and Bs, we compared the predicted maternal and zygotic genes of our 11
ACCEPTED MANUSCRIPT transcriptomes with five published embryonic transcriptomes (Table 3) (Azumi et al., 2007; Baugh et al., 2003; De Renzis et al., 2007; Nestorov et al., 2013). Through reciprocal tBLASTx analysis, we identified some quite conserved genes that have one or more homologous genes in these five species. According to the previous
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nomenclature (Liu et al., 2014), these conserved genes were named “conserved
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maternal transcripts” (COMATs) and “conserved zygotic transcripts” (COZYTs),
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respectively. 103 COMATs and 266 COZYTs were identified as the maternal-only and zygotic-only transcripts in the early transcriptomes of E. sinensis (Table 3), and
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the proportion of COMATs in E. sinensis was 18.20% (between 3.12 and 36.38%),
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implying maternally deposited genes were conserved across the invertebrates and may act as housekeeping genes involved in nucleotide binding functions, protein
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degradation and activities associated with the cell cycle (Liu et al., 2014). However,
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COZYTs accounted for 22.83% (well over 14.00%), indicating the zygotic transcripts were diverse across species owing to their different developmental regulation in
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embryogenesis.
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Based on the Gene Ontology (GO) analysis, the DEGs were mainly assigned to three functional groups ‘biological process’, ‘cellular component’ and ‘molecular function’ (Supplementary Fig. S3), and the most abundant GO terms in ‘biological process’ were ‘biosynthetic process’, ‘nucleic acid binging transcription factor activity’, and ‘translation’. To understand functional distribution of these DEGs, the KEGG enrichment analyses were performed and 594 DEGs were involved in 41 12
ACCEPTED MANUSCRIPT predicated metabolic pathways (Fig.1). The predicted maternal genes were mainly assigned to ‘signal transduction’ (24.41%), ‘translation’ (20.03%), ‘infectious diseases’ (17.34%), ‘carbohydrate metabolism’ (14.16%), ‘endocrine system’ (13.46%) and ‘cancers’ (12.46%) categories. The predicted zygotic genes were
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mainly allocated to ‘signal transduction’ (7.4%), ‘digestive system’ (6.23%),
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‘endocrine system’ (6.06%), and ‘immune system’ (3.87%) categories.
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3.4. Validation of Illumina sequencing results by RT-qPCR
RT-qPCR was used to confirm the expression profiles of key maternal and zygotic
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genes during the MZT. As shown in Fig. 2, maternal genes, including ANK, CCNB,
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BCDC and CCNA, exhibited high expression abundance in Fe, while zygotic genes,
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Dicer1, RPBII, SODC, HB and FA11, were significantly up-regulated in Cs or Bs. Moreover, the transient gene NANOS reached the highest expression level in Cs,
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while the expression of maternal-zygotic gene CP decreased significantly in Cs when compared with that in Fe and Bs. RPBII and Dicer are the determinants for activation
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of the zygotic genome (Bettegowda et al., 2007), and their high expression after Fe indicated that the MZT virtually occurred from Cs to Bs. The RT-qPCR data was consistent with the results of RNA-Seq data, which not only validated the expression profile of the DEGs involved in the MZT, but also verified the accuracy and reliability of our transcriptome analysis.
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ACCEPTED MANUSCRIPT 3.5. Candidate DEGs involved in the regulation of MZT According to the KEGG analysis, 87 DEGs involved in the MZT were isolated and divided into three classes, including 38 maternal protein degradation related genes, 23 maternal mRNA degradation related genes and 26 zygotic genome activation related
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genes (Supplementary Table S1).
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3.5.1 Maternal protein degradation
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The degradation of destabilized maternal products is the first event of the MZT, which means most maternal products are important for oogenesis but not essential for
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embryogenesis. For example, in D. melanogaster, about 65% maternal mRNAs would
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be eliminated during the MZT process (Lecuyer et al., 2007).
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For the elimination of maternal proteins, autophagy and ubiquitin proteasome system are two key cellular regulatory systems (Wang and Klionsky, 2003), which are
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highly complex and mediated by lysosome and ubiquitin, respectively (Ciechanover,
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1998). In the current datasets, 27 DEGs were participated in autophagy, including lysosomal components cathepsin gene family (cathepsin C, cathepsin B, cathepsin L precursor, cathepsin L-like proteinase precursor, cathepsin L-like), glucosidase (glucosylceramidase-like, beta-glucuronidase, beta-N-acetylhexosaminidase) and nuclease (deoxyribonuclease II, lysosomal) (Supplementary Table S1). The above-mentioned DEGs were predicted zygotic genes and significantly up-regulated from Fe to Bs, which suggested the ZGA virtually takes place at Cs. Similar result has 14
ACCEPTED MANUSCRIPT been found in C. elegans indicating that the ZGA occurs at 2-cell stage (Baugh et al., 2003), whereas the ZGA occurs at fertilized egg stage in mouse and sea urchin (Aoki et al., 1997; Wei et al., 2006).
In addition, the DEGs associated with lysosomal enzyme transport like V-type
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H+-Transporting ATPase (V-type H+-Transporting ATPase subunit A, V-type
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H+-Transporting ATPase subunit B2, V-type proton ATPase 16 kDa proteolipid
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subunit), clathrin (clathrin heavy chain 1), receptor proteins (GABA (A)
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receptor-associated protein) were all up-regulated from Fe to Bs (Supplementary Table S1). However, the expression of sulfoglucosamine (arylsulfatase A-like,
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N-sulfoglucosamine sulfohydrolase) were significantly down-regulated. Besides, ubiquitin-proteasome associated DEGs including proteasome subunit (Proteasome
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subunit beta type-7, Proteasome p44.5 subunit) and ubiquitin components (E3
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ubiquitin-protein ligase 32, ADP-ribosylation factor) presented obviously up-regulated in Cs, which suggested that the zygotic genome have been activated at
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the cleavage stage and then might maintain or induce subsequent waves of the ZGA
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(Tadros and Lipshitz, 2009).
3.5.2 Maternal mRNAs degradation The elimination of maternal mRNAs is mainly accomplished by cis-elements and microRNAs (miRNAs) dependent degradation mechanism. For the cis-elements dependent degradation pathway, Smaug (SMG), a RNA-binding protein, is essential 15
ACCEPTED MANUSCRIPT for clearance of unstable maternal mRNAs (Tadros et al., 2007). Meanwhile, in D. melanogaster, Pumilio (PUM) as a cis-element is enriched in destabilized maternal transcripts (De Renzis et al., 2007). In this study, seven unigenes including zinc finger protein 36, C3H1 type-like 1-like, nanos homolog 2-like, hunchback Transcription
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factor, Translation initiation factor 4F, helicase subunit, cyclic AMP response
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element-binding protein a-like, involved in the SMG and PUM mediate degradation
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pathways were all up regulated in Cs. The target transcript cyclin B of SMG was significantly reduced from Cs to Bs, indicated that maternal mRNAs might begin to
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degrade in Cs. Additionally, Pan protein complex (PAB-dependent poly (A) -specific
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ribonuclease subunit 2, PAN3 poly (A) specific ribonuclease subunit homolog), Lsm protein complex (U6 snRNA-associated Sm-like protein LSm1-like, LSM4 homolog)
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and RNA-degrading enzymes (2-phospho-D-glycerate hydro-lyase, chaperonin
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GroEL) were significantly up regulated after the Fe stage.
An increasing evidences indicate that miRNAs are the mediators of maternal
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degradation pathway, such as miR-430 in zebrafish and miR-309 in D. melanogaster
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(Benoit et al., 2009; Giraldez et al., 2006). In the present study, RNase III Dicer, cleaving precursor mRNA to produce microRNA, was significantly up-regulated in Cs followed by down regulated in Bs. These results showed that maternal products have begun to degrade at the Cs stage in the Chinese mitten crab.
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ACCEPTED MANUSCRIPT 3.5.3 Zygotic genome activation Though the scale and mechanism of the ZGA vary from species to species, several genes actively transcribed at the onset of the ZGA have been identified (Tadros and Lipshitz, 2009), and the advanced ZGA hypothesis has been reported in the model
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species. During early embryogenesis of E. sinensis, the unigenes participated in
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transcription and translation of zygotic gene, such as marker gene of zygotic
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activation (RNA polymerase II largest subunit) and transcription initiation factors (Transcription initiation factor TFIIF subunit beta, Transcription initiation factor
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TFIID TATA-box-binding protein), were all significantly up-regulated in Cs. While
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the genes related to “maternal clock” hypothesis (cyclin A-like, cyclin-A, G2 / mitotic-specific cyclin-A) were down-regulated from Fe to Bs. In addition, the genes
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involved in “chromatin modification” hypothesis like methyltransferase (arginine
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n-methyltransferase, betaine-homocysteine S-methyltransferase, methyltransferase, putative-like, methyltransferase-like protein 6, O-methyltransferase,
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O-methyltransferase) were up-regulated from Cs to Bs (Supplementary Table S1).
3.6. Candidate DEGs involved in axis formation and segmentation As development proceeds, embryonic morphology changes slightly along the anterior–posterior (AP) and dorsal–ventral (DV) axis. In the present study, 21, 35 and 20 DEGs respectively involved in anterior–posterior axis formation, dorsal–ventral
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ACCEPTED MANUSCRIPT axis formation and segmentation were discovered in E. sinensis (Supplementary Table S2).
For the AP axis patterning, bicoid (bcd) and nanos are two crucial transcription factors, and can promote the identification of anterior and posterior axis through
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regulating the expression of zygotic gene hunchback (hb) (Hulskamp et al., 1989;
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Irish et al., 1989; Lehmann and Nussleinvolhard, 1987, 1991; Nussleinvolhard et al.,
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1987; Struhl, 1989). However, bcd is only isolated in the higher diptera, such as
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Nasonia and Tribolium. Increasing evidences show that bcd is originated from Hox3 (Zen) gene, and the sequence and function of Hox3 are conserved in the short germ
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insects (Rosenberg et al., 2009). Hox3 and nanos were both detected in the present study, the former was up regulated from Fe to Bs, and the latter was significantly up
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regulated in Cs followed by significantly down regulated, which indicats that cleavage
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stage was a key period for crab AP axis formation. Similar work in D. melanogaster suggests that activated zygotic genes are responsible for rapid establishment of the
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body plan at the syncytium and blastula stages (De Renzis et al., 2007). The
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downstream Hox genes involved in AP axis construction were also detected and most of them were up regulated (Supplementary Table S2).
For the DV axis patterning, the BMP and Wnt signaling pathways are quite conserved in the establishment of DV axis (De Robertis, 2008). And Toll signaling pathway is mainly responsible for the formation of DV polarity in Drosophila (Anderson et al., 1985). According to our transcriptome datasets, 118, 23 and 39 18
ACCEPTED MANUSCRIPT unigenes involved in Wnt, BMP and Toll signaling pathways were detected, respectively. Of them, 12, 12 and 3 unigenes expressed differentially during the three stages (Supplementary Table S2), indicated that these DEGs may play an important role in crab DV axis formation. Furthermore, the position and expression levels of
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these genes in pathways were revealed in Fig. 4.
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In short-germ insects, the localized activation of serine protease cascade reaction in
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follicle cells would activate Spatzle gene, then activate the Toll signaling pathway in
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the ventral part of the perivitelline space (Moussian and Roth, 2005). In the present transcriptomes, most serine protease related genes were highly expressed in Fe and
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then down regulated obviously in Cs or Bs, which suggests they may play vital roles in early embryonic development of crab. As a sister clade of insects, crustacean
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embryos formed by cell lineage rather than extracellular induced signaling pathways
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(Price et al., 2010). Accordingly, the extracellular serine proteases (easter and snake) were predicted maternal genes. These embryos are not nursed by follicle cells, but
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attach to the pleopods of females by secreted egg stalks (Davis, 1964). Although the
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effect of egg stalks on the morphogenesis of embryo was still unclear, our observation provides a possibility that extracellular signals, such as Toll, might also participate in axis formation of crab. Furthermore, BMP 2/4 is expressed predominately in ventral and acts as a morphogen, which constructs the DV mesoderm in a concentration-dependent manner (Niehrs, 2010). In this study, BMP 2/4 was
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ACCEPTED MANUSCRIPT up-regulated, but its antagonist (kielin/chordin-like protein-like isoform 2) was down-regulated.
As for body segmentation, gap genes are regional expression in embryo to keep continuously segmenting of larval cuticle (Mito et al., 2006). Additionally, gap genes
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could regulate downstream pair-rule genes and secondary pair-rule genes to maintain
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intrinsic polarity in each segment (Small et al., 1992). In this article, gap genes
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(Hunchback transcription factor, Huckebein protein), pair rule genes (Segmentation
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protein even-skipped, Hairy and enhancer of split, Hairy enhancer of split-like 3, Runt-related transcription factor) and secondary pair-rule genes (Protein
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odd-skipped, Segmentation protein Runt, Paired box protein, engrailed) were overall up-regulated, which suggests that body segmentation of E. sinensis have been
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determined in early embryonic stages.
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3.7. Candidate DEGs involved in immunity
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Most aquatic animals undergo external fertilization, whose early embryos immersed in water full of potential pathogens. However, the developing embryos could protect themselves from pathogen attacks via a cross-generational immunity, which is depend on a series of maternal derived immune factors. This phenomenon has been discovered in crustacean Daphnia magna and Penaeus monodon (Little et al., 2003), insects Bombus terrestris (Sadd et al., 2005). This protective mechanism is achieved through maternal transcripts rather than its own transcriptional products 20
ACCEPTED MANUSCRIPT before the MZT. Similar results have been found in freshwater Hydra indicating that they can protect their embryos using maternally-encoded antimicrobial peptides (Fraune et al., 2010).
Invertebrates lack adaptive immune system and mainly depend on innate immunity
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to defend against microbial invasion (Kurata et al., 2006). Accordingly, many
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immune relevant genes have been studied separately in E. sinensis (Cui et al., 2013;
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Li et al., 2013). Here, 117 immune-related DEGs were detected in our datasets,
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including 23 predicted maternal genes, 93 predicted zygotic genes and 1 transient gene (Supplementary Table S3). These DEGs were mainly involved in pattern
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recognition, antioxidant system, antimicrobial peptide synthesis, phenoloxidase system, hemolymph clotting, phagocytosis, melanogenesis and cell adhesion.
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Moreover, these immune processes could be further integrated into four signaling
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pathways, including Toll, IMD, MAPK and JAK-STAT pathways according to the
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previous report (Li and Xiang, 2013) . Most pattern recognition receptors (PRRs), including lipopolysaccharide and β-1,
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3-glucan binding protein (LGBP), C-type lectin receptor protein (CLER), macrophage mannose receptor 1-like and Down Syndrome Cell Adhesion Molecule (DSCAM), were predicted maternal genes with a significant up-regulation in Fe. The PRRs are critical in the innate immune system and can initiate downstream signal transmission. For instance, lectin can identify beta 1, 3-glucan from fungi surface, LGBP can discriminate lipid polysaccharides on the surface of gram-negative bacteria 21
ACCEPTED MANUSCRIPT and virus, which could activate the prophenoloxidase system and enhance the synthesis of antimicrobial peptides (Medzhitov and Janeway, 2002). The DSCAM adhesion molecule could mediate the recognition of gram-positive and gram-negative bacteria, and activate phagocytosis (Hauton, 2012). The high expression of these
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PRRs in Fe showing that crab early embryos might have already had an ability to
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identify pathogens before the MZT.
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As for the downstream immune factors, most DEGs involved in antioxidant system,
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antimicrobial peptide synthesis, prophenoloxidase system, hemolymph clotting, phagocytosis and cell adhesion were predicted zygotic genes (Fig. 5), which suggests
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crab early embryos formed a relatively complete immune system after the MZT. Notably, several DEGs involved in phagocytosis were highly expressed before the
early embryos.
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4. Conclusion
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MZT, suggesting that phagocytosis played important roles in immune defense of crab
Here we present the de novo assembly of the embryonic transcriptomes for E.
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sinensis, sequenced by the next-generation sequencing technologies. We discuss the vital events before or around the MZT in the Chinese mitten crab. A total of 566 maternally provided genes and 1165 zygotic genes were identified in the three transcriptomes. We uncover that the maternal to zygotic transition occurs at early embryogenesis of E. sinensis, and the 2-4 cell stage might be the onset of zygotic transcription. These results might extend the knowledge on the regulation mechanism 22
ACCEPTED MANUSCRIPT of the MZT, as well as contribute to the identification of candidate developmental regulators in E. sinensis, which are likely to advance our understanding of
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developmental mechanisms in other invertebrates.
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Conflict of interest disclosure
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The authors state this research is free of conflicts of interests.
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Acknowledgments
We are grateful to all the laboratory members for technical advice and helpful
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discussions. This research was supported by Natural Science Foundation of Shandong
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Province [grant number ZR2017QD001]; and the Scientific and Technological Innovation Project of Qingdao National Laboratory for Marine Science and
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Technology [grant number 2015ASKJ02]. We also thank Shanghai Personal
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Biotechnology Co.,Ltd (Shanghai, China) for Illumina transcriptome sequencing.
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ACCEPTED MANUSCRIPT Figure captions: Fig. 1. KEGG pathway enrichment analysis of DEGs in the E. sinensis embryo transcriptomes. A: Human diseases, B: Organismal systems, C: Cellular processes, D: Environmental information processing, E: Genetic information processing, F:
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Metabollism.
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Fig. 2. RT-qPCR validation of the selected DEGs in Illumina sequencing. Each
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column represented the mean of triplicate assays within ± S.D. Significant differences
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of the same gene in different developmental stages (Fe, Cs and Bs) were indicated by
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different letters, and the same letters indicate no significant difference.
Fig. 3. The putative degradation process of maternal products in E. sinensis embryo, which was constructed based on KEGG mapping. The predicted maternal genes were
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labeled with green, zygotic genes were labeled in red, transient genes were labeled
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with blue, genes with no expression differences were labeled in pink, respectively.
Fig. 4. The putative axis formation and segmentation in E. sinensis embryo. The predicted maternal genes were labeled with green, zygotic genes were labeled in red,
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Fig. 5. Outline of the innate immune system in E. sinensis. It was constructed based on the immune system of shrimp (Li and Xiang, 2013). The predicted maternal genes
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were labeled with green, the predicted zygotic genes were labeled in red, the predicted
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transient gene were labeled with blue, respectively, and the pink color represents
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genes with no expression differences in three stages.
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Table 1
Details of primers used for RT-qPCR Cluster
Gene ID
Primer
Sequence (5'-3')
ANK
EM
c99630_g3_i4
RT-ANK-F
GCTCCAGATCAACTCCGAAT
RT-ANK-R
GGATGTCACAGCAGACCACT
RT-CCNB-F
CCTTACACACTCCACAGACC
RT-CCNB-R
CATCAAACTTCCAACTTCCT
RT-BCDC-F
TTGGTTCCTTTAGTCCGTT
RT-BCDC-R
CTCTCAGTTCTTTGGTTCAC
CCNA
SM
M
c102500_g1_i3
c99718_g5_i1
RT-CCNA-F
FA11
CP
SZ
Z
MZ
CGTATGTATGGTGTAAGGGA
RT-DICER1-R
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HB
LZ
c88186_g1_i2
c93257_g3_i2
c90946_g1_i2
c99607_g2_i2
c104244_g1_i2
TGCTAACTTGGATGCGAGAA
RT-DICER1-F
GGGGTGAAGATGGTGGAGTG
RT-RPBII-F
TTCGCCTTCTCCGCATCCCT
RT-RPBII-R
TCCCCCTTATCTTCCCCGCC
RT-SODC-F
CGGTGTGGGGTGTGAGGGAG
RT-SODC-R
CGCAGGTTTGTGGGAGGAGA
RT-HB-F
TCCCTACGCGTCGGACTTGC
RT-HB-R
CACTGGCACTGTCCTTCCTG
RT-FA11-F
GCTCTATTGGGTCCCTTTGG
RT-FA11-R
CTTCCGTCTGCTTCTTGCTG
RT-CP-F
GGGAGCCGACACCCAAGAAG
RT-CP-R
TGACGCAAGACCACAACAAT
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SODC
EZ
c94391_g1_i1
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RPBII
EZ
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DICER1
ACATAACAGTGGTGAGGGCC
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RT-CCNA-R
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c103426_g1_i1
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BCDC
LM
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CCNB
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Gene
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ACCEPTED MANUSCRIPT c102162_g3_i1
RT-NANOS-F
GGGGCAATATTTGAGGGTGT
RT-NANOS-R
AACTGTTCGGCAGGAGAGGA
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NANOS
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Table 2
Fe
Cs
Bs
Raw reads
57,135,691
36,954,342
32,813,420
Q20 percentage %
92.02
92.94
92.98
GC percentage %
52.12
52.83
53.42
Clean reads
46,892,436
31,071,869
Total clean base pairs (Gb)
11.62
6.84
628,264
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Total number of contigs Mean length of contigs (bp)
287.92
N50 of contigs (bp)
344
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Total number of transcripts
270,813
Mean length of transcripts (bp)
601
N50 of transcripts (bp)
859 32,088
Mean unigene length (bp)
1,320
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Total number of annotated unigenes
N50 of unigenes (bp) Database
2,389 Number
Percentage
GO
25,558
79.65%
KEGG
7,158
22.31%
eggNOG
29,461
91.81%
KO
6,688
20.84% 37
27,633,559
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Assembly statistics
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Statistics
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Statistics of output sequencing in the E. sinensis embryo transcriptomes
7.68
ACCEPTED MANUSCRIPT GO, Gene Onotology; eggnog, evolutionary genealogy of genes: Non-supervised Orthologous
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Groups; KEGG, Kyoto Encyclopedia of Genes and Genomes; KO, KEGG Orthology.
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ACCEPTED MANUSCRIPT Table 3
The conserved maternal and zygotic unigenes in E. sinensis and other invertebrates COMATs (%)
Zygotic-only
COZYTs (%)
Source
E. sinensis
566
103 (18.20%)
1165
266 (22.83%)
This study
C. elegans
953
76 (7.97%)
441
46 (10.43%)
Baugh et al., 2003
D. melanogaster
563
106 (18.83%)
300
42 (14.0%)
De Renzis et al., 2007
C. intestinalis
4041
126 (3.12%)
1646
P. hawaiensis
690
117 (16.95%)
568
L. stagnalis
481
175 (36.38%)
--
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Maternal-only
Azumi et al., 2007
74 (13.03%)
Nestorov et al., 2013
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42 (2.55%)
--
Liu et al., 2014
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Species
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Maternal-only transcripts present in the oocyte or egg but not in developing embryos, zygotic-only transcripts generate after zygotic transcriptome activation; COMATs represent
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conserved maternal transcripts, CONZYTs represent conserved zygotic transcripts; -- mean no
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data.
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Fig. 1
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Fig.2
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Fig.3
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Fig.4
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Fig.5
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ACCEPTED MANUSCRIPT Abbreviations: RT-qPCR, quantitative real-time PCR; DEG, differentially expressed gene; MZT, maternal to zygotic transition; ZGA, zygotic genome activation; COMATs, conserved maternal transcripts; COZYTs, conserved zygotic transcripts; Fe, fertilized
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egg; Cs, cleavage stage; Bs, blastula stage.
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ACCEPTED MANUSCRIPT Highlights 1. It is the first crab transcriptome profile to investigate the maternal-to-zygotic transition.
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2. A total of 32,088 annotated unigenes were obtained through de novo
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transcriptome assembly.
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3. We unravel the MZT in E. sinensis occurs around cleavage stage (2-4 cell stage).
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4. The DEGs were participated in the MZT, morphogenesis and immunity,
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respectively.
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