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Wang Z, Zhang F, Jin Q, Wang Y, Wang W, Deng D. Transcriptome analysis of different life-history stages and screening of male-biased genes in Daphnia sinensis. BMC Genomics 2022; 23:589. [PMID: 35964016 PMCID: PMC9375365 DOI: 10.1186/s12864-022-08824-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 08/04/2022] [Indexed: 11/10/2022] Open
Abstract
Background In the life history of Daphnia, the reproductive mode of parthenogenesis and sexual reproduction alternate in aquatic ecosystem, which are often affected by environmental and genetic factors. Recently, the sex-biased genes are of great significance for clarifying the origin and evolution of reproductive transformation and the molecular regulation mechanism of sex determination in Daphnia. Although some genes on reproductive transition of Daphnia had been researched, molecular mechanism on the maintenance of sexually dimorphic phenotypes of Daphnia are still not well known, including differentially expressed genes in different life-history stages. Results In this study, four life-history stages of Daphnia sinensis, juvenile female (JF), parthenogenetic female (PF), sexual female (SF) and male (M), were performed for transcriptome, and male-biased genes were screened. A total of 110437 transcripts were obtained and assembled into 22996 unigenes. In the four life-history stages (JF, PF, SF and M), the number of unique unigenes is respectively 2863, 445, 437 and 586, and the number of common unigenes is 9708. The differentially expressed genes (DEGs) between male and other three female stages (M vs JF, M vs PF and M vs SF) were 4570, 4358 and 2855, respectively. GO gene enrichment analysis showed that the up-regulated genes in male were mainly enriched in hydrolase activity and peptidase activity. Thirty-six genes in male were significantly higher expression than in the three female stages, including one Doublesex (Dsx) gene, one laminin gene, five trypsin genes and one serine protease genes, and one chitin synthase gene and two chitinase genes. Conclusions Our results showed that thirty-six candidate genes may be as the male-biased genes involving in the maintenance of sexually dimorphic phenotypes. This work will provide a reference for further exploring the functional genes related to sex differentiation in Daphnia species. Moreover, according to previous investigations, we thought that the expression level of functional genes may be related to the life-history stages of organisms, and may be also affected by different Daphnia species. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-022-08824-x.
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Affiliation(s)
- Ziyan Wang
- College of Life Sciences, Huaibei Normal University, 100 Dongshan Road, Huaibei, Anhui, China
| | - Feiyun Zhang
- College of Life Sciences, Huaibei Normal University, 100 Dongshan Road, Huaibei, Anhui, China
| | - Qide Jin
- College of Life Sciences, Huaibei Normal University, 100 Dongshan Road, Huaibei, Anhui, China
| | - Yeping Wang
- College of Life Sciences, Huaibei Normal University, 100 Dongshan Road, Huaibei, Anhui, China
| | - Wenping Wang
- College of Life Sciences, Huaibei Normal University, 100 Dongshan Road, Huaibei, Anhui, China.
| | - Daogui Deng
- College of Life Sciences, Huaibei Normal University, 100 Dongshan Road, Huaibei, Anhui, China.
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Liu Z, Malinowski CR, Sepúlveda MS. Emerging trends in nanoparticle toxicity and the significance of using Daphnia as a model organism. CHEMOSPHERE 2022; 291:132941. [PMID: 34793845 DOI: 10.1016/j.chemosphere.2021.132941] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 10/22/2021] [Accepted: 11/14/2021] [Indexed: 06/13/2023]
Abstract
Nanoparticle production is on the rise due to its many uses in the burgeoning nanotechnology industry. Although nanoparticles have growing applications, there is great concern over their environmental impact due to their inevitable release into the environment. With uncertainty of environmental concentration and risk to aquatic organisms, the microcrustacean Daphnia spp. has emerged as an important freshwater model organism for risk assessment of nanoparticles because of its biological properties, including parthenogenetic reproduction; small size and short generation time; wide range of endpoints for ecotoxicological studies; known genome, useful for providing mechanistic information; and high sensitivity to environmental contaminants and other stressors. In this review, we (1) highlight the advantages of using Daphnia as an experimental model organism for nanotoxicity studies, (2) summarize the impacts of nanoparticle physicochemical characteristics on toxicity in relation to Daphnia, and (3) summarize the effects of nanoparticles (including nanoplastics) on Daphnia as well as mechanisms of toxicity, and (4) highlight research uncertainties and recommend future directions necessary to develop a deeper understanding of the fate and toxicity of nanoparticles and for the development of safer and more sustainable nanotechnology.
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Affiliation(s)
- Zhiquan Liu
- Department of Forestry and Natural Resources, Purdue University, West Lafayette, IN, 47907, USA; School of Life Science, East China Normal University, Shanghai, 200241, China
| | | | - Maria S Sepúlveda
- Department of Forestry and Natural Resources, Purdue University, West Lafayette, IN, 47907, USA.
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Liu Z, Li Y, Sepúlveda MS, Jiang Q, Jiao Y, Chen Q, Huang Y, Tian J, Zhao Y. Development of an adverse outcome pathway for nanoplastic toxicity in Daphnia pulex using proteomics. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 766:144249. [PMID: 33421781 DOI: 10.1016/j.scitotenv.2020.144249] [Citation(s) in RCA: 60] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 11/16/2020] [Accepted: 11/26/2020] [Indexed: 06/12/2023]
Abstract
Nanoplastics are a growing environmental and public health concern. However, the toxic mechanisms of nanoplastics are poorly understood. Here, we evaluated the effects of spherical polystyrene nanoplastics on reproduction of Daphnia pulex and analyzed the proteome of whole animals followed by molecular and biochemical analyses for the development of an adverse outcome pathway (AOP) for these contaminants of emerging concern. Animals were exposed to polystyrene nanoplastics (0, 0.1, 0.5, 1 and 2 mg/L) via water for 21 days. Nanoplastics negatively impacted cumulative offspring production. A total of 327 differentially expressed proteins (DEPs) were identified in response to nanoplastics which were further validated from gene expression and enzyme activity data. Based on these results, we propose an AOP for nanoplastics, including radical oxygen species production and oxidative stress as the molecular initiating event (MIE); followed by changes in specific signaling pathways (Jak-STAT, mTOR and FoxO) and in the metabolism of glutathione, protein, lipids, and molting proteins; with an end result of growth inhibition and decrease reproductive output. This study serves as a foundation for the development of a mechanistic understanding of nanoplastic toxicity in crustaceans and perhaps other aquatic organisms.
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Affiliation(s)
- Zhiquan Liu
- State Key Laboratory of Estuarine and Coastal Research, School of Life Science, East China Normal University, Shanghai 200241, China; Department of Forestry and Natural Resources, Purdue University, West Lafayette, IN 47907, United States
| | - Yiming Li
- State Key Laboratory of Estuarine and Coastal Research, School of Life Science, East China Normal University, Shanghai 200241, China
| | - Maria S Sepúlveda
- Department of Forestry and Natural Resources, Purdue University, West Lafayette, IN 47907, United States
| | - Qichen Jiang
- Freshwater Fisheries Research Institute of Jiangsu Province, Nanjing 210017, China
| | - Yang Jiao
- State Key Laboratory of Estuarine and Coastal Research, School of Life Science, East China Normal University, Shanghai 200241, China
| | - Qiang Chen
- State Key Laboratory of Estuarine and Coastal Research, School of Life Science, East China Normal University, Shanghai 200241, China
| | - Yinying Huang
- State Key Laboratory of Estuarine and Coastal Research, School of Life Science, East China Normal University, Shanghai 200241, China
| | - Jiangtao Tian
- State Key Laboratory of Estuarine and Coastal Research, School of Life Science, East China Normal University, Shanghai 200241, China
| | - Yunlong Zhao
- State Key Laboratory of Estuarine and Coastal Research, School of Life Science, East China Normal University, Shanghai 200241, China.
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Liu Z, Jiao Y, Chen Q, Li Y, Tian J, Huang Y, Cai M, Wu D, Zhao Y. Two sigma and two mu class genes of glutathione S-transferase in the waterflea Daphnia pulex: Molecular characterization and transcriptional response to nanoplastic exposure. CHEMOSPHERE 2020; 248:126065. [PMID: 32045975 DOI: 10.1016/j.chemosphere.2020.126065] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Revised: 01/15/2020] [Accepted: 01/29/2020] [Indexed: 06/10/2023]
Abstract
Two isoforms of Glutathione S-Transferase (GST) genes, belonging to mu (Dp-GSTm1 and Dp-GSTm2) and sigma (Dp-GSTs1 and Dp-GSTs2) classes, were cloned and characterised in the freshwater Daphnia pulex. No signal peptide was found in any of the four GST proteins, indicating that they were cytosolic GST. A highly conserved glutathione (GSH) binding site (G-site) occurred in the N-terminal sequence, and a substrate binding site (H-site), interacting non-specifically with the second hydrophobic substrate, was present in the C-terminal. A Tyr residue, for the stabilization of GSH, was found to be conserved in the analysed sequences. The secondary and tertiary structures indicated that these genes possess the typical cytosolic GST structure, including a conserved N-terminal domain with a βαβαββα motif. The μ loop (NVGPAPDYDR and NFIGAEWDR in Dp-GSTm1 and Dp-GSTm2, respectively) was identified between the βαβ (β1α1β2) and αββα motifs (α2β3β4α3) in the N-terminal domain. The expressions of Dp-GSTs1, Dp-GSTs2, and Dp-GSTm1 were higher in other age groups compared to the newly-born neonates (1 d); however, the expression of Dp-GSTm2 first increased and then decreased with age. Gene expression was significantly reduced by high concentration (1 and 2 mg/L) of 75 nm polystyrene nanoplastic. However, nanoplastic exposure at the predicted environmental concentration (1 μg/L) had a low effect. Exposure of mothers to nanoplastic (1 μg/L) elevated the Dp-GSTs2 level in their neonates. These results improve our understanding on the response of different types of Daphnid GST to environmental contaminants, especially nanoplastic.
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Affiliation(s)
- Zhiquan Liu
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Yang Jiao
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Qiang Chen
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Yiming Li
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Jiangtao Tian
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Yinying Huang
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Mingqi Cai
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Donglei Wu
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Yunlong Zhao
- School of Life Science, East China Normal University, Shanghai, 200241, China; State Key Laboratory of Estuarine and Coastal Research, East China Normal University, Shanghai, 200241, China.
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Liu Z, Huang Y, Jiao Y, Chen Q, Wu D, Yu P, Li Y, Cai M, Zhao Y. Polystyrene nanoplastic induces ROS production and affects the MAPK-HIF-1/NFkB-mediated antioxidant system in Daphnia pulex. AQUATIC TOXICOLOGY (AMSTERDAM, NETHERLANDS) 2020; 220:105420. [PMID: 31986404 DOI: 10.1016/j.aquatox.2020.105420] [Citation(s) in RCA: 168] [Impact Index Per Article: 33.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 01/14/2020] [Accepted: 01/17/2020] [Indexed: 06/10/2023]
Abstract
Recently, research on the biological effects of nanoplastics has grown exponentially. However, studies on the effects of nanoplastics on freshwater organisms and the mechanisms of the biological effects of nanoplastics are limited. In this study, the content of reactive oxygen species (ROS), gene and protein expression in the MAPK-HIF-1/NFkB pathway, and antioxidant gene expressions and enzyme activities were measured in Daphnia pulex exposed to polystyrene nanoplastic. In addition, the full-length extracellular signal-regulated kinases (ERK) gene, which plays an important role in the MAPK pathway, was cloned in D. pulex, and the amino acid sequence, function domain, and phylogenetic tree were analyzed. The results show that nanoplastic caused the overproduction of ROS along with other dose-dependent effects. Low nanoplastic concentrations (0.1 and/or 0.5 mg/L) significantly increased the expressions of genes of the MAPK pathway (ERK; p38 mitogen-activated protein kinases, p38; c-Jun amino-terminal kinases, JNK; and protein kinase B, AKT), HIF-1 pathway (prolyl hydroxylasedomain, PHD; vascular endothelial growth factor, VEGF; glucose transporter, GLUT; pyruvate kinase M, PKM; hypoxia-inducible factor 1, HIF1), and CuZn superoxide dismutase (SOD) along with the activity of glutathione-S-transferase. As the nanoplastic concentration increased, these indicators were significantly suppressed. The protein expression ratio of ERK, JNK, AKT, HIF1α, and NFkBp65 (nuclear transcription factor-kB p65) as well as the phosphorylation of ERK and NFkBp65 were increased in a dose-dependent manner. The activities of other antioxidant enzymes (catalase, total SOD, and CuZn SOD) were significantly decreased upon exposure to nanoplastic. Combined with our previous work, these results suggest that polystyrene nanoplastic causes the overproduction of ROS and activates the downstream pathway, resulting in inhibited growth, development, and reproduction. The present study fosters a better understanding of the biological effects of nanoplastics on zooplankton.
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Affiliation(s)
- Zhiquan Liu
- Laboratory of Crustacean Development Biology and Macrobenthic Ecology, School of Life Science, East China Normal University, Shanghai, 200241, China.
| | - Youhui Huang
- Laboratory of Crustacean Development Biology and Macrobenthic Ecology, School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Yang Jiao
- Laboratory of Crustacean Development Biology and Macrobenthic Ecology, School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Qiang Chen
- Laboratory of Crustacean Development Biology and Macrobenthic Ecology, School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Donglei Wu
- Laboratory of Crustacean Development Biology and Macrobenthic Ecology, School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Ping Yu
- Laboratory of Crustacean Development Biology and Macrobenthic Ecology, School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Yiming Li
- Laboratory of Crustacean Development Biology and Macrobenthic Ecology, School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Mingqi Cai
- Laboratory of Crustacean Development Biology and Macrobenthic Ecology, School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Yunlong Zhao
- Laboratory of Crustacean Development Biology and Macrobenthic Ecology, School of Life Science, East China Normal University, Shanghai, 200241, China; State Key Laboratory of Estuarine and Coastal Research, East China Normal University, Shanghai, 200241, China.
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Liu Z, Cai M, Wu D, Yu P, Jiao Y, Jiang Q, Zhao Y. Effects of nanoplastics at predicted environmental concentration on Daphnia pulex after exposure through multiple generations. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2020; 256:113506. [PMID: 31706756 DOI: 10.1016/j.envpol.2019.113506] [Citation(s) in RCA: 84] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 10/23/2019] [Accepted: 10/27/2019] [Indexed: 05/09/2023]
Abstract
The biological effects of nanoplastics are a growing concern. However, most studies have focused on exposure to high concentrations or short-term exposure. The potential effects of exposure to low environmental nanoplastic concentrations over the long-term and across multiple generations remain unclear. In the present study, Daphnia pulex was exposed over three 21-day generations to a typical environmental nanoplastic concentration (1 μg/L) and the effects were investigated at physiological (growth and reproduction), gene transcription and enzyme activity levels. Chronic exposure did not affect the survival or body length of D. pulex, whereas the growth rate and reproduction were influenced in the F2 generation. Molecular responses indicated that environmental nanoplastic concentrations can modulate the response of antioxidant defenses, vitellogenin synthesis, development, and energy production in the F0-F1 generations, and prolongation resulted in inhibitory effects on antioxidant responses in F2 individuals. Some recovery was observed in the recovery group, but reproduction and stress defenses were significantly induced. Taken together, these results suggest that D. pulex recovery from chronic exposure to nanoplastic may take several generations, and that nanoplastics have potent long-term toxic effects on D. pulex. The findings highlight the importance of multigenerational and chronic biological evaluations to assess risks of emerging pollution.
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Affiliation(s)
- Zhiquan Liu
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Mingqi Cai
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Donglei Wu
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Ping Yu
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Yang Jiao
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Qichen Jiang
- Freshwater Fisheries Research Institute of Jiangsu Province, Nanjing, 210017, China
| | - Yunlong Zhao
- School of Life Science, East China Normal University, Shanghai, 200241, China; State Key Laboratory of Estuarine and Coastal Research, East China Normal University, Shanghai, 200241, China.
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Cai M, Liu Z, Chen M, Huang Y, Zhang M, Jiao Y, Zhao Y. Changes in ultrastructure of gonads and external morphology during aging in the parthenogenetic cladoceran Daphnia pulex. Micron 2019; 122:1-7. [DOI: 10.1016/j.micron.2019.04.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Revised: 04/07/2019] [Accepted: 04/12/2019] [Indexed: 01/23/2023]
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Liu Z, Cai M, Yu P, Chen M, Wu D, Zhang M, Zhao Y. Age-dependent survival, stress defense, and AMPK in Daphnia pulex after short-term exposure to a polystyrene nanoplastic. AQUATIC TOXICOLOGY (AMSTERDAM, NETHERLANDS) 2018; 204:1-8. [PMID: 30153596 DOI: 10.1016/j.aquatox.2018.08.017] [Citation(s) in RCA: 111] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Revised: 08/21/2018] [Accepted: 08/22/2018] [Indexed: 06/08/2023]
Abstract
The widespread occurrence and accumulation of micro- and nanoplastics in aquatic environments has become a growing global concern. Generally, natural aquatic populations are characterized by a variety of multi-structured age groups, for which physiological and biochemical responses typically differ. The freshwater cladoceran, Daphnia pulex, is a model species used extensively in environmental monitoring studies and ecotoxicology testing. Here, the effects of a polystyrene nanoplastic on the physiological changes (i.e., survival) and expression levels of stress defense genes (i.e., those encoding antioxidant-mediated and heat shock proteins) in this freshwater flea were measured. Results from acute bioassays were used to determine the respective nanoplastic LC50 values for five age groups (1-, 4-, 7-, 14- and 21-day-old individuals): the obtained values for the 1- and 21-day-old D. pulex groups were similar (i.e., not significantly different). The expression levels of genes encoding key stress defense enzymes and proteins-SOD, CAT, GST, GPx, HSP70, and HSP90-were influenced by the nanoplastic in all the age groups, but not in the same way for each. Significant differences were observed among all age groups in their expression of the gene encoding the energy-sensing enzyme AMPK (adenosine monophosphate-activated protein kinase) α, β, and γ following exposure to the nanoplastic. Moreover, the expression of AMPK α was significantly increased in the 1-, 7-, and 21-day-old individuals exposed to nanoplastic relative to the control group. Together, these results indicate that age in D. pulex affects the sensitivity of its individuals to pollution from this nanoplastic, primarily via alterations to vital physiological and biochemical processes, such as cellular energy homeostasis and oxidation, which were demonstrated in vivo. We speculate that such age-related effects may extend to other nanoplastics and forms of pollution in D. pulex and perhaps similar marine organisms.
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Affiliation(s)
- Zhiquan Liu
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Mingqi Cai
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Ping Yu
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Minghai Chen
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Donglei Wu
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Meng Zhang
- School of Life Science, East China Normal University, Shanghai, 200241, China
| | - Yunlong Zhao
- School of Life Science, East China Normal University, Shanghai, 200241, China.
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Li H, Yang Y, Xu G, Wu D, Lv W, Jiang Q, Zhao Y. Cloning, expression and localization of DacaCSP2 and DacaCSP3 during different reproductive stages in Daphnia carinata. Gene 2016; 582:59-68. [PMID: 26828612 DOI: 10.1016/j.gene.2016.01.048] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2015] [Revised: 12/22/2015] [Accepted: 01/28/2016] [Indexed: 11/19/2022]
Abstract
Daphnia carinata are unique freshwater crustaceans that undergo both sexual and asexual reproduction, depending on environmental factors. While the molecular mechanism behind the reproductive transformation has been unknown, chemosensory proteins (CSPs) may be involved. We have cloned the cDNA sequences of two CSP genes from D. carinata using primers based on homologous sequences and rapid amplification of cDNA ends (RACE). The full-length cDNA of DacaCSP2 (GenBank accession no: KM624608) was 632 bp, with an ORF (open reading frame) of 330 bp encoding a 12.02 kDa protein; and the full-length cDNA of DacaCSP3 (GenBank accession no: KM624609) was 935 bp, with an ORF of 342 bp encoding a 12.78kDa protein. Both CSPs encoded an N-terminal signal peptide, four conserved cysteines, an OS-D superfamily domain, a 2Fe-2S ferredoxin domain, an anaphylatoxin domain and an EGF-like domain. DaCaCSP2 and DaCaCSP3 proteins were most closely related to CSPs from Daphnia pulex and were more distantly related to CSPs from other insects. Using quantitative PCR, we found expression levels of DaCaCSP2 and DaCaCSP3 mRNA were highest in sexual females, followed by parthenogenetic females, and lowest in males. The expression levels of DaCaCSP2 and DaCaCSP3 mRNA also increased at lower temperatures, which suggested they could respond to environmental cues. Whole mount in situ hybridization (ISH) showed that DaCaCSP2 and DaCaCSP3 were expressed mainly in the ovaries, summer eggs, thoracic limbs, rectum and second antennae in sexual females; while they were expressed mainly in the ovaries, thoracic limbs, rectum and second antennae in parthenogenetic females. Together, these results suggest that DacaCSP2 and DacaCSP3 may respond to environmental cues and control the reproductive switch from sexual to asexual reproduction in D. carinata.
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Affiliation(s)
- Haixia Li
- School of Life Science, East China Normal University, Shanghai 200241, China
| | - Yang Yang
- School of Life Science, East China Normal University, Shanghai 200241, China
| | - Guorong Xu
- School of Life Science, East China Normal University, Shanghai 200241, China
| | - Donglei Wu
- School of Life Science, East China Normal University, Shanghai 200241, China
| | - Weiwei Lv
- School of Life Science, East China Normal University, Shanghai 200241, China
| | - Qicheng Jiang
- School of Life Science, East China Normal University, Shanghai 200241, China
| | - Yunlong Zhao
- School of Life Science, East China Normal University, Shanghai 200241, China.
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