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D'Anatro A, Calvelo J, Feijóo M, Giorello FM. Differential expression analyses and detection of SNP loci associated with environmental variables: Are salinity and temperature factors involved in population differentiation and speciation in Odontesthes? COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY. PART D, GENOMICS & PROTEOMICS 2024; 52:101262. [PMID: 38861850 DOI: 10.1016/j.cbd.2024.101262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 05/30/2024] [Accepted: 05/31/2024] [Indexed: 06/13/2024]
Abstract
Environmental factors play a key role in individual adaptation to different local conditions. Because of this, studies about the physiological and genetic responses of individuals exposed to different natural environments offer clues about mechanisms involved in population differentiation, and as a subsequent result, speciation. Marine environments are especially suited to survey this kind of phenomena because they commonly harbor species adapted to different local conditions along a geographic continuum. Silversides belonging to Odontesthes are commonly distributed in tropical and temperate regions of South America and exhibit noticeable phenotypic plasticity, which allows them to adapt to contrasting environments. In this study, the genetic expression of O. argentinensis sampled along the Uruguayan Atlantic coast and estuarine adjacent areas was investigated. In addition, the correlation between individual genotypes and environmental variables was also analysed in O. argentinensis and O. bonariensis. Results obtained suggest a differential expression pattern of low magnitude among individuals from the different areas sampled and a correlation between several SNP loci and environmental variables. The analyses carried out did not show a clear differentiation among individuals sampled along different salinity regimens, but enriched GOTerms seem to be driven by water oxygen content. On the other hand, a total of 46 SNPs analysed in O. argentinensis and O. bonariensis showed a correlation with salinity and temperature. Although none of the correlated SNPs and corresponding genes from our both analyses were directly associated with hypoxia, genes related to the cardiovascular system and muscle cell differentiation were found. All these genes are interesting candidates for future studies since they are closely related to the differentially expressed genes. Although salinity was also mentioned as an important parameter limiting introgression between O. argentinensis and O. bonariensis, it was found that salinity does not drive differential expression in O. argentinensis, but rather oxygen levels. Moreover, salinity does not directly affect the structure and genetic divergence of the populations, they appear to be structured based on their degree of isolation and geographical distance between them. Further studies, like genome-wide analyses, could help to elucidate additional genes adapted to the different environments in these silverside species.
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Affiliation(s)
- Alejandro D'Anatro
- Laboratorio de Evolución y Sistemática, Facultad de Ciencias, Universidad de la República, Montevideo 11400, Uruguay.
| | - Javier Calvelo
- Laboratorio de Biología Computacional, Departamento de Desarrollo Biotecnológico, Instituto de Higiene, Facultad de Medicina, Universidad de la República, Montevideo, Uruguay
| | - Matías Feijóo
- Centro Universitario Regional Este, Sede Treinta y Tres, Universidad de la República, Treinta y Tres, Uruguay
| | - Facundo M Giorello
- Espacio de Biología Vegetal del Noreste, Centro Universitario de Tacuarembó, Universidad de la República, Tacuarembó, Uruguay
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Chen J, Hu Z, Li P, Wang G, Wei H, Li Q, Fu B, Sun Y. Transcriptomic atlas for hypoxia and following re-oxygenation in Ancherythroculter nigrocauda heart and brain tissues: insights into gene expression, alternative splicing, and signaling pathways. Front Genet 2024; 15:1365285. [PMID: 38689653 PMCID: PMC11058841 DOI: 10.3389/fgene.2024.1365285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 03/22/2024] [Indexed: 05/02/2024] Open
Abstract
Hypoxia is a mounting problem that affects the world's freshwaters, with severe consequence for many species, including death and large economical loss. The hypoxia problem has increased recently due to the combined effects of water eutrophication and global warming. In this study, we investigated the transcriptome atlas for the bony fish Ancherythroculter nigrocauda under hypoxia for 1.5, 3, and 4.5 h and its recovery to normal oxygen levels in heart and brain tissues. We sequenced 21 samples for brain and heart tissues (a total of 42 samples) plus three control samples and obtained an average of 32.40 million raw reads per sample, and 95.24% mapping rate of the filtered clean reads. This robust transcriptome dataset facilitated the discovery of 52,428 new transcripts and 6,609 novel genes. In the heart tissue, the KEGG enrichment analysis showed that genes linked to the Vascular smooth muscle contraction and MAPK and VEGF signaling pathways were notably altered under hypoxia. Re-oxygenation introduced changes in genes associated with abiotic stimulus response and stress regulation. In the heart tissue, weighted gene co-expression network analysis pinpointed a module enriched in insulin receptor pathways that was correlated with hypoxia. Conversely, in the brain tissue, the response to hypoxia was characterized by alterations in the PPAR signaling pathway, and re-oxygenation influenced the mTOR and FoxO signaling pathways. Alternative splicing analysis identified an average of 27,226 and 28,290 events in the heart and brain tissues, respectively, with differential events between control and hypoxia-stressed groups. This study offers a holistic view of transcriptomic adaptations in A. nigrocauda heart and brain tissues under oxygen stress and emphasizes the role of gene expression and alternative splicing in the response mechanisms.
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Affiliation(s)
- Jian Chen
- Fisheries Research Institute, Wuhan Academy of Agricultural Sciences, Wuhan, China
| | - Zhen Hu
- Hubei Provincial Fisheries Technology Extension Center, Wuhan, China
| | - Pei Li
- Fisheries Research Institute, Wuhan Academy of Agricultural Sciences, Wuhan, China
| | - Guiying Wang
- Fisheries Research Institute, Wuhan Academy of Agricultural Sciences, Wuhan, China
| | - Huijie Wei
- Fisheries Research Institute, Wuhan Academy of Agricultural Sciences, Wuhan, China
| | - Qing Li
- Fisheries Research Institute, Wuhan Academy of Agricultural Sciences, Wuhan, China
| | - Beide Fu
- Ruibiao (Wuhan) Biotechnology Co., Ltd, Wuhan, China
| | - Yanhong Sun
- Fisheries Research Institute, Wuhan Academy of Agricultural Sciences, Wuhan, China
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Miranda J, Veneza I, Ferreira C, Santana P, Lutz I, Furtado C, Pereira P, Rabelo L, Guerreiro-Diniz C, Melo M, Sampaio I, Vallinoto M, Evangelista-Gomes G. First neurotranscriptome of adults Tambaquis (Colossoma macropomum) with characterization and differential expression between males and females. Sci Rep 2024; 14:3130. [PMID: 38326509 PMCID: PMC10850070 DOI: 10.1038/s41598-024-53734-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 02/04/2024] [Indexed: 02/09/2024] Open
Abstract
The Tambaqui is one of the most representative Amazon fish species, being highly exploited in fisheries, aquaculture and as a research model. Nonetheless, data about functional genome are still required to evaluate reproductive and nutrition parameters as well as resistance to pathogens. The of next-generation sequencing has allows assessing the transcriptional processes in non-model species by providing comprehensive gene collections to be used as a database in further genomic applications and increased performance of captive populations. In this study, we relied on RNAseq approach to generate the first transcriptome of the telencephalon from adult males and females of Colossoma macropomum, resulting in a reference dataset for future functional studies. We retrieved 896,238 transcripts, including the identification of 267,785 contigs and 203,790 genes. From this total, 91 transcripts were differentially expressed, being 63 and 28 of them positively regulated for females and males, respectively. The functional annotation resulted in a library of 40 candidate genes for females and 20 for males. The functional enrichment classes comprised reproductive processes (GO:0,048,609; GO:0,003,006; GO:0,044,703; GO:0,032,504; GO:0,019,953) being related to sex differentiation (e.g., SAFB) and immune response (e.g., SLC2A6, AHNAK, NLRC3, NLRP3 and IgC MHC I alpha3), thus indicating that the genes in the neurotranscriptome of Tambaqui participate in sex differentiation and homeostasis of captive specimens. These data are useful to design the selection of genes related to sex determination and animal welfare in raising systems of Tambaqui.
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Affiliation(s)
- Josy Miranda
- Laboratório de Genética Aplicada, Instituto de Estudos Costeiros, Universidade Federal Do Pará, Al. Leandro Ribeiro S/N - Bairro Aldeia, Bragança, Pará, ZIP Code: 68600-000, Brazil
| | - Ivana Veneza
- Universidade Federal do Oeste do Pará, Campus Monte Alegre, Av. Major Francisco Mariano - Bairro Cidade Alta, Monte Alegre, Pará, ZIP Code 68220-000, Brazil
| | - Charles Ferreira
- Laboratório de Genética Aplicada, Instituto de Estudos Costeiros, Universidade Federal Do Pará, Al. Leandro Ribeiro S/N - Bairro Aldeia, Bragança, Pará, ZIP Code: 68600-000, Brazil
| | - Paula Santana
- Laboratório de Genética Aplicada, Instituto de Estudos Costeiros, Universidade Federal Do Pará, Al. Leandro Ribeiro S/N - Bairro Aldeia, Bragança, Pará, ZIP Code: 68600-000, Brazil
| | - Italo Lutz
- Laboratório de Genética Aplicada, Instituto de Estudos Costeiros, Universidade Federal Do Pará, Al. Leandro Ribeiro S/N - Bairro Aldeia, Bragança, Pará, ZIP Code: 68600-000, Brazil
| | - Carolina Furtado
- Divisão de Genética, Instituto Nacional de Câncer José de Alencar Gomes da Silva (INCA), Pr. da Cruz Vermelha, 23 - Bairro Centro, Rio de Janeiro, ZIP Code: 20230-130, Brazil
| | - Patrick Pereira
- Laboratório de Biologia Molecular e Neuroecologia, Instituto Federal de Educação, Ciência E Tecnologia Do Pará, - Campus Bragança, Rua da Escola Agrícola S/N - Bairro Vila Sinhá - Caixa Postal 72, Bragança, PA, ZIP Code: 68600-000, Brazil
| | - Luan Rabelo
- Laboratório de Evolução, Instituto de Estudos Costeiros, Universidade Federal do Pará, Al. Leandro Ribeiro S/N - Bairro Aldeia, Bragança, Pará, ZIP Code: 68600-000, Brazil
| | - Cristovam Guerreiro-Diniz
- Laboratório de Biologia Molecular e Neuroecologia, Instituto Federal de Educação, Ciência E Tecnologia Do Pará, - Campus Bragança, Rua da Escola Agrícola S/N - Bairro Vila Sinhá - Caixa Postal 72, Bragança, PA, ZIP Code: 68600-000, Brazil
| | - Mauro Melo
- Laboratório de Biologia Molecular e Neuroecologia, Instituto Federal de Educação, Ciência E Tecnologia Do Pará, - Campus Bragança, Rua da Escola Agrícola S/N - Bairro Vila Sinhá - Caixa Postal 72, Bragança, PA, ZIP Code: 68600-000, Brazil
| | - Iracilda Sampaio
- Laboratório de Genética e Biologia Molecular, Instituto de Estudos Costeiros, Universidade Federal Do Pará, Al. Leandro Ribeiro S/N - Bairro Aldeia, Bragança, Pará, ZIP Code: 68600-000, Brazil
| | - Marcelo Vallinoto
- Laboratório de Evolução, Instituto de Estudos Costeiros, Universidade Federal do Pará, Al. Leandro Ribeiro S/N - Bairro Aldeia, Bragança, Pará, ZIP Code: 68600-000, Brazil
| | - Grazielle Evangelista-Gomes
- Laboratório de Genética Aplicada, Instituto de Estudos Costeiros, Universidade Federal Do Pará, Al. Leandro Ribeiro S/N - Bairro Aldeia, Bragança, Pará, ZIP Code: 68600-000, Brazil.
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Liu Q, Li Y, Cao Y, Gu L, Li T, Liu Y, Song J, Wang W, Wang X, Li B, Liu S. Transcriptome Analysis of Brain and Skin Reveals Immune Responses to Acute Hypoxia and Reoxygenation in Pseudobagrus ussuriensis. Animals (Basel) 2024; 14:246. [PMID: 38254415 PMCID: PMC10812553 DOI: 10.3390/ani14020246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 12/13/2023] [Accepted: 01/10/2024] [Indexed: 01/24/2024] Open
Abstract
Pseudobagrus ussuriensis is an unscaled fish that is more susceptible to skin damage than scaled fish. To investigate the impacts of hypoxia and reoxygenation on skin and brain immunity, juvenile P. ussuriensis were subjected to hypoxia conditions (DO: 0.8 ± 0.05 mg/L) for durations of 0, 3, 6, and 12 h, followed by 12 h of reoxygenation (DO > 6 mg/L). Histological analysis showed a significant increase in the number of skin mucosal cells after 12 h of hypoxia and a significant decrease after 12 h of reoxygenation when compared to the control group. As the duration of hypoxia increased, an increase in antioxidant (SOD, CAT, GSH, MDA) and immune (cortisol, LZM) physiological parameters of the skin and brain appeared. The results of transcriptomic studies showed that the number of differential genes was greater in skin than in brain. Most of the immune pathways in both tissues under hypoxia conditions were all nonspecific immunity (TNF, IL-17, chemokines), while both tissues maintained their homeostasis through active energy supply and cell cycle regulation. Meanwhile, both physiological parameters and RNA transcriptome results showed that 12 h of reoxygenation could not completely eliminate the negative effects of 12 h of hypoxia. This study offers new insights into the immune responses of P. ussuriensis skin and brain during acute hypoxia and reoxygenation.
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Affiliation(s)
- Qing Liu
- College of Animal Science, Shanxi Agricultural University, Jinzhong 030800, China; (Q.L.); (Y.L.); (Y.C.); (L.G.); (T.L.); (Y.L.); (J.S.); (W.W.); (X.W.)
| | - Yuxing Li
- College of Animal Science, Shanxi Agricultural University, Jinzhong 030800, China; (Q.L.); (Y.L.); (Y.C.); (L.G.); (T.L.); (Y.L.); (J.S.); (W.W.); (X.W.)
| | - Yang Cao
- College of Animal Science, Shanxi Agricultural University, Jinzhong 030800, China; (Q.L.); (Y.L.); (Y.C.); (L.G.); (T.L.); (Y.L.); (J.S.); (W.W.); (X.W.)
| | - Libo Gu
- College of Animal Science, Shanxi Agricultural University, Jinzhong 030800, China; (Q.L.); (Y.L.); (Y.C.); (L.G.); (T.L.); (Y.L.); (J.S.); (W.W.); (X.W.)
| | - Tongyao Li
- College of Animal Science, Shanxi Agricultural University, Jinzhong 030800, China; (Q.L.); (Y.L.); (Y.C.); (L.G.); (T.L.); (Y.L.); (J.S.); (W.W.); (X.W.)
| | - Yu Liu
- College of Animal Science, Shanxi Agricultural University, Jinzhong 030800, China; (Q.L.); (Y.L.); (Y.C.); (L.G.); (T.L.); (Y.L.); (J.S.); (W.W.); (X.W.)
| | - Jing Song
- College of Animal Science, Shanxi Agricultural University, Jinzhong 030800, China; (Q.L.); (Y.L.); (Y.C.); (L.G.); (T.L.); (Y.L.); (J.S.); (W.W.); (X.W.)
| | - Weiwei Wang
- College of Animal Science, Shanxi Agricultural University, Jinzhong 030800, China; (Q.L.); (Y.L.); (Y.C.); (L.G.); (T.L.); (Y.L.); (J.S.); (W.W.); (X.W.)
| | - Xianzong Wang
- College of Animal Science, Shanxi Agricultural University, Jinzhong 030800, China; (Q.L.); (Y.L.); (Y.C.); (L.G.); (T.L.); (Y.L.); (J.S.); (W.W.); (X.W.)
| | - Bugao Li
- College of Animal Science, Shanxi Agricultural University, Jinzhong 030800, China; (Q.L.); (Y.L.); (Y.C.); (L.G.); (T.L.); (Y.L.); (J.S.); (W.W.); (X.W.)
| | - Shaozhen Liu
- College of Animal Science, Shanxi Agricultural University, Jinzhong 030800, China; (Q.L.); (Y.L.); (Y.C.); (L.G.); (T.L.); (Y.L.); (J.S.); (W.W.); (X.W.)
- Shanxi Key Laboratory of Animal Genetics Resource Utilization and Breeding, Jinzhong 030800, China
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Zhao C, Ding Y, Zhang Y, Chu M, Ning X, Ji J, Wang T, Zhang G, Yin S, Zhang K. Integrated analysis of transcriptome, translatome and proteome reveals insights into yellow catfish (Pelteobagrus fulvidraco) brain in response to hypoxia. AQUATIC TOXICOLOGY (AMSTERDAM, NETHERLANDS) 2024; 266:106801. [PMID: 38096642 DOI: 10.1016/j.aquatox.2023.106801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Revised: 11/11/2023] [Accepted: 12/10/2023] [Indexed: 01/02/2024]
Abstract
Brain plays a central role in adapting to environmental changes and is highly sensitive to the oxygen level. Although previous studies investigated the molecular response of brain exposure to acute hypoxia in fish, the lack of studies at the translational level hinders further understanding of the regulatory mechanism response to hypoxia from multi-omics levels. Yellow catfish (Pelteobagrus fulvidraco) is an important freshwater aquaculture species; however, hypoxia severely restricts the sustainable development of its breeding industry. In the present study, the transcriptome, translatome, and proteome were integrated to study the global landscapes of yellow catfish brain response to hypoxia. The evidently increased amount of cerebral cortical cells with oedema and pyknotic nuclei has been observed in hypoxia group of yellow catfish. A total of 2750 genes were significantly changed at the translational level. Comparative transcriptional and translational analysis suggested the HIF-1 signaling pathway, autophagy and glycolysis/gluconeogenesis were up-regulated after hypoxia exposure. KEGG enrichment of translational efficiency (TE) differential genes suggested that the lysosome and autophagy were highly enriched. Our result showed that yellow catfish tends to inhibit the TE of genes by increasing the translation of uORFs to adapt to hypoxia. Correlation analysis showed that transcriptome and translatome exhibit higher correlation. In summary, this study demonstrated that hypoxia dysregulated the cerebral function of yellow catfish at the transcriptome, translatome, and proteome, which provides a better understanding of hypoxia adaptation in teleost.
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Affiliation(s)
- Cheng Zhao
- College of Marine Science and Engineering, Nanjing Normal University, Jiangsu Province Engineering Research Center for Aquatic Animals Breeding and Green Efficient Aquacultural Technology, Nanjing 210023, China; Co-Innovation Center for Marine Bio-Industry Technology, Lian Yungang 222005, Jiangsu, China
| | - Yubing Ding
- College of Marine Science and Engineering, Nanjing Normal University, Jiangsu Province Engineering Research Center for Aquatic Animals Breeding and Green Efficient Aquacultural Technology, Nanjing 210023, China
| | - Yufei Zhang
- College of Marine Science and Engineering, Nanjing Normal University, Jiangsu Province Engineering Research Center for Aquatic Animals Breeding and Green Efficient Aquacultural Technology, Nanjing 210023, China
| | - Mingxu Chu
- College of Marine Science and Engineering, Nanjing Normal University, Jiangsu Province Engineering Research Center for Aquatic Animals Breeding and Green Efficient Aquacultural Technology, Nanjing 210023, China
| | - Xianhui Ning
- College of Marine Science and Engineering, Nanjing Normal University, Jiangsu Province Engineering Research Center for Aquatic Animals Breeding and Green Efficient Aquacultural Technology, Nanjing 210023, China; Co-Innovation Center for Marine Bio-Industry Technology, Lian Yungang 222005, Jiangsu, China
| | - Jie Ji
- College of Marine Science and Engineering, Nanjing Normal University, Jiangsu Province Engineering Research Center for Aquatic Animals Breeding and Green Efficient Aquacultural Technology, Nanjing 210023, China; Co-Innovation Center for Marine Bio-Industry Technology, Lian Yungang 222005, Jiangsu, China
| | - Tao Wang
- College of Marine Science and Engineering, Nanjing Normal University, Jiangsu Province Engineering Research Center for Aquatic Animals Breeding and Green Efficient Aquacultural Technology, Nanjing 210023, China; Co-Innovation Center for Marine Bio-Industry Technology, Lian Yungang 222005, Jiangsu, China
| | - Guosong Zhang
- Key Laboratory for Physiology Biochemistry and Application, Heze University, Heze 274015, China
| | - Shaowu Yin
- College of Marine Science and Engineering, Nanjing Normal University, Jiangsu Province Engineering Research Center for Aquatic Animals Breeding and Green Efficient Aquacultural Technology, Nanjing 210023, China; Co-Innovation Center for Marine Bio-Industry Technology, Lian Yungang 222005, Jiangsu, China
| | - Kai Zhang
- College of Marine Science and Engineering, Nanjing Normal University, Jiangsu Province Engineering Research Center for Aquatic Animals Breeding and Green Efficient Aquacultural Technology, Nanjing 210023, China; Co-Innovation Center for Marine Bio-Industry Technology, Lian Yungang 222005, Jiangsu, China.
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Tan L, Liu Q, He Y, Zhang J, Hou J, Ren Y, Ma W, Wang Q, Shao C. Establishment and Characterization of a Spermatogonial Stem Cell Line from Tiger Puffer Fish ( Takifugu rubripes). Animals (Basel) 2023; 13:2959. [PMID: 37760359 PMCID: PMC10525247 DOI: 10.3390/ani13182959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 07/28/2023] [Accepted: 07/29/2023] [Indexed: 09/29/2023] Open
Abstract
Tiger puffer fish (Takifugu rubripes) has become the main fish species cultured in China since the last century because of its high economic value. Male and female tiger puffer fish need 2 and 3 years each to reach sexual maturity, which limits the development of breeding research for this species. In recent years, in vitro culture of fish spermatogonial stem cells (SSCs) have shown potential in aquaculture. In the present study, we established a spermatogenic stem cell line from T. rubripes (TrSSCs). TrSSCs were characterized by polygonal morphology, predominantly retained 44 chromosomes, and grew rapidly at 26 °C and in L-15. TrSSCs were still able to grow stably after more than one year of in vitro culture. TrSSCs showed positive alkaline phosphatase staining. TrSSCs expressed germ cell-associated genes, including dnd, ddx4, piwil, gfra1b, sox2, myca, nanog, ly75, and dazl, as determined by semiquantitative assays, and almost all cells were found to express the germ cell genes ddx4 and gfra1b in a fluorescence in situ hybridization assay. In vitro, induction experiments demonstrated the TrSSCs possessed the ability to differentiate into other types of cells. Our research has enriched the fish spermatogonial stem cell resource bank, which will provide an efficient research model for sex determination and sex control breeding in fish, establishing a foundation for subsequent breeding research.
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Affiliation(s)
- Leilei Tan
- Jiangsu Key Laboratory of Marine Biological Resources and Environment/Jiangsu Key Laboratory of Marine Biotechnology, Jiangsu Ocean University, Lianyungang 222000, China;
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (Q.L.); (Y.H.); (J.Z.); (W.M.)
| | - Qian Liu
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (Q.L.); (Y.H.); (J.Z.); (W.M.)
| | - Yangbin He
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (Q.L.); (Y.H.); (J.Z.); (W.M.)
| | - Jingjing Zhang
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (Q.L.); (Y.H.); (J.Z.); (W.M.)
| | - Jilun Hou
- Hebei Key Laboratory of the Bohai Sea Fish Germplasm Resources Conservation and Utilization, Beidaihe Central Experiment Station, Chinese Academy of Fishery Sciences, Qinhuangdao 066100, China; (J.H.); (Y.R.)
| | - Yuqin Ren
- Hebei Key Laboratory of the Bohai Sea Fish Germplasm Resources Conservation and Utilization, Beidaihe Central Experiment Station, Chinese Academy of Fishery Sciences, Qinhuangdao 066100, China; (J.H.); (Y.R.)
| | - Wenxiu Ma
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (Q.L.); (Y.H.); (J.Z.); (W.M.)
| | - Qian Wang
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (Q.L.); (Y.H.); (J.Z.); (W.M.)
- Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266237, China
| | - Changwei Shao
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (Q.L.); (Y.H.); (J.Z.); (W.M.)
- Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266237, China
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Advances of Brain Transcriptomics. Genes (Basel) 2022; 13:genes13101831. [PMID: 36292716 PMCID: PMC9601553 DOI: 10.3390/genes13101831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 09/26/2022] [Indexed: 11/24/2022] Open
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