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Xu H, Guo J, Huang Y, Zhang M, Wang Y, Xia L, Cheng X, Meng T, Hao R, Wei X, Li C, Zhang P, Xu Y. Insights into the role of hnRNPK in spermatogenesis via the piRNA pathway. Sci Rep 2025; 15:6438. [PMID: 39987352 DOI: 10.1038/s41598-025-91081-1] [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: 10/23/2024] [Accepted: 02/18/2025] [Indexed: 02/24/2025] Open
Abstract
Deletion of hnRNPK in mouse spermatogonia leads to male sterility due to arrest permatogenesis, yet the underlying molecular mechanisms remain elusive. This study investigated the testicular proteome on postnatal day 28 (P28) to elucidate the infertility associated with Hnrnpk deficiency, identifying 791 proteins with altered expression: 256 were upregulated, and 535 were downregulated. Pathway enrichment analysis demonstrated that the downregulated proteins are primarily involved in spermatogenesis, fertilization, and piRNA metabolic processes. In Hnrnpk cKO mice, key proteins essential for piRNA metabolism, such as PIWIL1, TDRD7, DDX4, and MAEL, exhibited reduced expression, resulting in impaired piRNA production. Mechanistic studies employing RNA immunoprecipitation (RIP), dual-luciferase reporter assays, and fluorescence in situ hybridization/immunofluorescence (FISH/IF) assays demonstrated that hnRNPK directly interacts with the 3'UTR of piRNA pathway transcripts, enhancing their translational efficiency. These results establish that Hnrnpk deficiency disrupts the piRNA pathway by diminishing the expression of essential regulatory proteins, thereby impairing piRNA production and spermatogenesis. Our findings elucidate a novel molecular basis for infertility linked to hnRNPK dysfunction and advance understanding of post-transcriptional regulation in male germ cell development.
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Affiliation(s)
- Haixia Xu
- College of Life Science, Xinyang Normal University, Xinyang, 464000, China
- Institute for Conservation and Utilization of Agro-Bioresources in Dabie Mountain, Xinyang Normal University, Xinyang, 464000, China
| | - Jiahua Guo
- College of Life Science, Xinyang Normal University, Xinyang, 464000, China
| | - Yueru Huang
- College of Life Science, Xinyang Normal University, Xinyang, 464000, China
| | - Mengjia Zhang
- College of Life Science, Xinyang Normal University, Xinyang, 464000, China
| | - Yuxi Wang
- College of Life Science, Xinyang Normal University, Xinyang, 464000, China
| | - Lianren Xia
- College of Life Science, Xinyang Normal University, Xinyang, 464000, China
| | - Xiaofang Cheng
- College of Life Science, Xinyang Normal University, Xinyang, 464000, China
- Institute for Conservation and Utilization of Agro-Bioresources in Dabie Mountain, Xinyang Normal University, Xinyang, 464000, China
| | - Tiantian Meng
- College of Life Science, Xinyang Normal University, Xinyang, 464000, China
- Institute for Conservation and Utilization of Agro-Bioresources in Dabie Mountain, Xinyang Normal University, Xinyang, 464000, China
| | - Ruijie Hao
- College of Life Science, Xinyang Normal University, Xinyang, 464000, China
- Institute for Conservation and Utilization of Agro-Bioresources in Dabie Mountain, Xinyang Normal University, Xinyang, 464000, China
| | - Xuefeng Wei
- College of Life Science, Xinyang Normal University, Xinyang, 464000, China
- Institute for Conservation and Utilization of Agro-Bioresources in Dabie Mountain, Xinyang Normal University, Xinyang, 464000, China
| | - Cencen Li
- College of Life Science, Xinyang Normal University, Xinyang, 464000, China.
- Institute for Conservation and Utilization of Agro-Bioresources in Dabie Mountain, Xinyang Normal University, Xinyang, 464000, China.
| | - Pengpeng Zhang
- College of Life Science, Xinyang Normal University, Xinyang, 464000, China.
- Institute for Conservation and Utilization of Agro-Bioresources in Dabie Mountain, Xinyang Normal University, Xinyang, 464000, China.
| | - Yongjie Xu
- College of Life Science, Xinyang Normal University, Xinyang, 464000, China.
- Institute for Conservation and Utilization of Agro-Bioresources in Dabie Mountain, Xinyang Normal University, Xinyang, 464000, China.
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2
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Li T, Wang H, Ma K, Wu Y, Qi X, Liu Z, Li Q, Zhang Y, Ma Y. Identification and functional characterization of developmental-stage-dependent piRNAs in Tibetan sheep testes. J Anim Sci 2023; 101:skad189. [PMID: 37282774 PMCID: PMC10321380 DOI: 10.1093/jas/skad189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 06/06/2023] [Indexed: 06/08/2023] Open
Abstract
The core function of the testes is to produce sperms, which is the prerequisite for maintaining male fertility. PIWI-interacting RNAs (piRNAs) are a class of non-coding small RNAs that are mainly enriched in the reproductive organ and play a key role in germ cell development and spermatogenesis. However, the expression and function of piRNAs in the testes of Tibetan sheep, a domestic animal endemic to the Tibetan Plateau, remain unknown. In this study, we evaluated the sequence structure, expression profile, and potential function of piRNAs in testicular tissues from Tibetan sheep at different developmental stages (3 months, 1 year, and 3 years of age, respectively) by small RNA sequencing. Of the identified piRNAs, the sequence lengths of 24-26 nt and 29 nt dominate. Most piRNA sequences begin with uracil and have a distinct ping-pong structure which mainly distributes in exons, repeat regions, introns, and other unannotated regions of the genome. The piRNAs in the repeat region are primarily derived from the retrotransposons: long terminal repeats, long interspersed nuclear elements, and short interspersed elements. These piRNAs constitute 2,568 piRNA clusters, which mainly distribute on chromosomes 1, 2, 3, 5, 11, 13, 14, and 24, and of these clusters, a total of 529 piRNA clusters were differentially expressed in at least two age groups. Most of the piRNAs were expressed in a low abundance in the testes of developing Tibetan sheep. A total of 41,552 and 2,529 differential piRNAs were identified in testes from 3 months vs. 1 year, and 1 year vs. 3 years, respectively, presenting significantly increased abundance for most piRNAs in 1 year and 3 years compared with 3 months. The functional evaluation of the target genes showed that the differential piRNAs are mainly involved in regulating gene expression, transcription, protein modification, and cell development during spermatogenesis and testicular development. In conclusion, this study focused on the sequence structure and expression characteristics of piRNAs in the testis of Tibetan sheep and provided new insights into the functional mechanism of piRNAs in testicular development and spermatogenesis of sheep.
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Affiliation(s)
- Taotao Li
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
- Gansu Key Laboratory of Animal Generational Physiology and Reproductive Regulation, Lanzhou 730070, China
| | - Huihui Wang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
- Gansu Key Laboratory of Animal Generational Physiology and Reproductive Regulation, Lanzhou 730070, China
| | - Keyan Ma
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
| | - Yi Wu
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
| | - Xingcai Qi
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
| | - Zilong Liu
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
| | - Qiao Li
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
| | - Yong Zhang
- Gansu Key Laboratory of Animal Generational Physiology and Reproductive Regulation, Lanzhou 730070, China
| | - Youji Ma
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
- Gansu Key Laboratory of Animal Generational Physiology and Reproductive Regulation, Lanzhou 730070, China
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3
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Teefy BB, Adler A, Xu A, Hsu K, Singh PP, Benayoun BA. Dynamic regulation of gonadal transposon control across the lifespan of the naturally short-lived African turquoise killifish. Genome Res 2023; 33:141-153. [PMID: 36577520 PMCID: PMC9977155 DOI: 10.1101/gr.277301.122] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 12/23/2022] [Indexed: 12/30/2022]
Abstract
Although germline cells are considered to be functionally "immortal," both the germline and supporting somatic cells in the gonad within an organism experience aging. With increased age at parenthood, the age-related decline in reproductive success has become an important biological issue for an aging population. However, molecular mechanisms underlying reproductive aging across sexes in vertebrates remain poorly understood. To decipher molecular drivers of vertebrate gonadal aging across sexes, we perform longitudinal characterization of the gonadal transcriptome throughout the lifespan in the naturally short-lived African turquoise killifish (Nothobranchius furzeri). By combining mRNA-seq and small RNA-seq from 26 individuals, we characterize the aging gonads of young-adult, middle-aged, and old female and male fish. We analyze changes in transcriptional patterns of genes, transposable elements (TEs), and piRNAs. We find that testes seem to undergo only marginal changes during aging. In contrast, in middle-aged ovaries, the time point associated with peak female fertility in this strain, PIWI pathway components are transiently down-regulated, TE transcription is elevated, and piRNA levels generally decrease, suggesting that egg quality may already be declining at middle-age. Furthermore, we show that piRNA ping-pong biogenesis declines steadily with age in ovaries, whereas it is maintained in aging testes. To our knowledge, this data set represents the most comprehensive transcriptomic data set for vertebrate gonadal aging. This resource also highlights important pathways that are regulated during reproductive aging in either ovaries or testes, which could ultimately be leveraged to help restore aspects of youthful reproductive function.
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Affiliation(s)
- Bryan B Teefy
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, California 90089, USA
| | - Ari Adler
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, California 90089, USA
| | - Alan Xu
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, California 90089, USA.,Molecular and Computational Biology Department, USC Dornsife College of Letters, Arts and Sciences, Los Angeles, California 90089, USA
| | - Katelyn Hsu
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, California 90089, USA.,Molecular and Computational Biology Department, USC Dornsife College of Letters, Arts and Sciences, Los Angeles, California 90089, USA
| | - Param Priya Singh
- Department of Genetics, Stanford University, Stanford, California 94305, USA
| | - Bérénice A Benayoun
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, California 90089, USA.,Molecular and Computational Biology Department, USC Dornsife College of Letters, Arts and Sciences, Los Angeles, California 90089, USA.,Biochemistry and Molecular Medicine Department, USC Keck School of Medicine, Los Angeles, California 90089, USA.,USC Norris Comprehensive Cancer Center, Epigenetics and Gene Regulation, Los Angeles, California 90089, USA.,USC Stem Cell Initiative, Los Angeles, California 90089, USA
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4
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Di R, Zhang R, Mwacharo JM, Wang X, He X, Liu Y, Zhang J, Gong Y, Zhang X, Chu M. Characteristics of piRNAs and their comparative profiling in testes of sheep with different fertility. Front Genet 2022; 13:1078049. [PMID: 36568364 PMCID: PMC9768229 DOI: 10.3389/fgene.2022.1078049] [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: 10/24/2022] [Accepted: 11/23/2022] [Indexed: 12/12/2022] Open
Abstract
As a novel class of small RNAs, piRNAs are highly expressed in the animal gonads and their main known role is to inhibit transposon activity for ensuring the correctness and integrity of genome. In order to explore the characteristics of piRNAs in sheep testis and their possible regulatory roles on male reproduction, deep sequencing technology was used to sequence small RNAs and identify piRNAs in testes of sheep. The length of piRNAs in sheep testes showed a unimodal distribution between 26 and 31 nt, with a peak at 29 nt. These piRNAs exhibited obvious ping-pong signature and strand specificity. In the genome, they were mainly aligned to CDS, intron, repetitive sequence regions and unannotated regions. Furthermore, in transposon analysis, piRNAs were aligned predominantly to LINE, SINE, and LTR types of retrotransposon in sheep testes, and the piRNAs derived from each type showed obvious ping-pong signature. The piRNA clusters identified in sheep testes were mainly distributed on chromosomes 3, 7, 15, 17, 18 and 20. The results combining semen determination with pathway enrichment analysis implied that differentially expressed piRNAs between the testes of rams with different fertility might participate in spermatogenesis by regulating multiple pathways closely related to stabilization of blood-testis barrier and renewal and differentiation of spermatogonial stem cell. Taken together, the study provided new insights into the characteristics, origin and expression patterns of piRNAs in sheep testes tissue, which would help us better understand the role of piRNAs in sheep reproduction.
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Affiliation(s)
- Ran Di
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Rensen Zhang
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China,School of Advanced Agricultural Sciences, Yiyang Vocational & Technical College, Yiyang, China
| | - Joram Mwashigadi Mwacharo
- Small Ruminant Genomics International Center for Agricultural Research in the Dry Areas (ICARDA), Addis Ababa, Ethiopia,Institute of Animal and Veterinary Sciences, SRUC and Center for Tropical Livestock Genetics and Health (CTLGH), Midlothian, United Kingdom
| | - Xiangyu Wang
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Xiaoyun He
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Yufang Liu
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Jinlong Zhang
- Institute of Animal Husbandry and Veterinary Medicine, Tianjin Academy of Agricultural Sciences, Tianjin, China
| | - Yiming Gong
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Xiaosheng Zhang
- Institute of Animal Husbandry and Veterinary Medicine, Tianjin Academy of Agricultural Sciences, Tianjin, China,*Correspondence: Xiaosheng Zhang, ; Mingxing Chu,
| | - Mingxing Chu
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China,*Correspondence: Xiaosheng Zhang, ; Mingxing Chu,
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5
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Identification and Characterization of Piwi-Interacting RNAs for Early Testicular Development in Yak. Int J Mol Sci 2022; 23:ijms232012320. [PMID: 36293174 PMCID: PMC9603861 DOI: 10.3390/ijms232012320] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 10/08/2022] [Accepted: 10/10/2022] [Indexed: 11/06/2022] Open
Abstract
Normal testicular development plays a crucial role in male reproduction and is the precondition for spermatogenesis. PIWI-interacting RNAs (piRNAs) are novel noncoding RNAs expressed in animal germ cells that form complexes with PIWI family proteins and are involved in germ cell development, differentiation, and spermatogenesis. However, changes in piRNA expression profiles during early testicular development in yak have not been investigated. In this study, we used small RNA sequencing to evaluate the differences and potential functions of piRNA expression profiles in 6-, 18-, and 30-month-old yak testis tissues. Differential expression analysis found 109, 293, and 336 differentially expressed piRNAs in M30 vs. M18, M18 vs. M6, and M30 vs. M6, respectively, and found 30 common differentially expressed piRNAs in the three groups of M6, M18, and M30. In addition, the functional enrichment analysis of differentially expressed piRNAs target genes indicated that they were related to testicular development and spermatogenesis. Finally, we detected the expression of the PIWI protein family in the yak testis at different developmental stages and found that PIWIL1, PIWIL2, PIWIL3, and PIWIL4 were highly expressed in 18- and 30-month-old yak testis and almost not expressed in 6-month-old yak testis. In conclusion, this study summarizes the changes of piRNA expression patterns during the early development of yak testis and provides new clues for the regulatory role of piRNA in yak testis.
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Li C, Zhang R, Zhang Z, Ren C, Wang X, He X, Mwacharo JM, Zhang X, Zhang J, Di R, Chu M. Expression characteristics of piRNAs in ovine luteal phase and follicular phase ovaries. Front Vet Sci 2022; 9:921868. [PMID: 36157184 PMCID: PMC9493120 DOI: 10.3389/fvets.2022.921868] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2022] [Accepted: 07/04/2022] [Indexed: 11/13/2022] Open
Abstract
PIWI-interacting RNAs (piRNAs), as a novel class of small non-coding RNAs that have been shown to be indispensable in germline integrity and stem cell development. However, the expressed characteristics and regulatory roles of piRNAs during different reproductive phases of animals remain unknown. In this study, we investigated the piRNAs expression profiles in ovaries of sheep during the luteal phase (LP) and follicular phase (FP) using the Solexa sequencing technique. A total of 85,219 and 1,27,156 piRNAs tags were identified in ovine ovaries across the two phases. Most expressed piRNAs start with uracil. piRNAs with a length of 24 nt or 27–29 nts accounted for the largest proportion. The obvious ping-pong signature appeared in the FP ovary. The piRNA clusters in the sheep ovary were unevenly distributed on the chromosomes, with high density on Chr 3 and 1. For genome distribution, piRNAs in sheep ovary were mainly derived from intron, CDS, and repeat sequence regions. Compared to the LP ovary, a greater number of expressed piRNA clusters were detected in the FP ovary. Simultaneously, we identified 271 differentially expressed (DE) piRNAs between LP and FP ovaries, with 96 piRNAs upregulated and 175 piRNAs downregulated, respectively. Functional enrichment analysis (GO and KEGG) indicated that their target genes were enriched in reproduction-related pathways including oocyte meiosis, PI3K-Akt, Wnt, and TGF-β signaling pathways. Together, our results highlighted the sequence and expression characteristics of the piRNAs in the sheep ovary, which will help us understand the roles of piRNAs in the ovine estrus cycle.
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Affiliation(s)
- Chunyan Li
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
- College of Animal Science and Technology, Anhui Agricultural University, Hefei, China
| | - Rensen Zhang
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Zijun Zhang
- College of Animal Science and Technology, Anhui Agricultural University, Hefei, China
| | - Chunhuan Ren
- College of Animal Science and Technology, Anhui Agricultural University, Hefei, China
| | - Xiangyu Wang
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Xiaoyun He
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Joram Mwashigadi Mwacharo
- Small Ruminant Genomics, International Center for Agricultural Research in the Dry Areas (ICARDA), Addis Ababa, Ethiopia
- Institute of Animal and Veterinary Sciences, Animal and Veterinary Sciences, SRUC and Center for Tropical Livestock Genetics and Health (CTLGH), Midlothian, United Kingdom
| | | | - Jinlong Zhang
- Tianjin Institute of Animal Sciences, Tianjin, China
| | - Ran Di
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
- *Correspondence: Ran Di
| | - Mingxing Chu
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
- Mingxing Chu
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7
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He X, Wu H, Ye Y, Gong X, Bao B. Transcriptome analysis revealed gene expression feminization of testis after exogenous tetrodotoxin administration in pufferfish Takifugu flavidus. BMC Genomics 2022; 23:553. [PMID: 35922761 PMCID: PMC9347094 DOI: 10.1186/s12864-022-08787-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 07/22/2022] [Indexed: 11/29/2022] Open
Abstract
Tetrodotoxin (TTX) is a deadly neurotoxin and usually accumulates in large amounts in the ovaries but is non-toxic or low toxic in the testis of pufferfish. The molecular mechanism underlying sexual dimorphism accumulation of TTX in ovary and testis, and the relationship between TTX accumulation with sex related genes expression remain largely unknown. The present study investigated the effects of exogenous TTX treatment on Takifugu flavidus. The results demonstrated that exogenous TTX administration significantly incresed level of TTX concentration in kidney, cholecyst, skin, liver, heart, muscle, ovary and testis of the treatment group (TG) than that of the control group (CG). Transcriptome sequencing and analysis were performed to study differential expression profiles of mRNA and piRNA after TTX administration of the ovary and testis. The results showed that compared with female control group (FCG) and male control group (MCG), TTX administration resulted in 80 and 23 piRNAs, 126 and 223 genes up and down regulated expression in female TTX-treated group (FTG), meanwhile, 286 and 223 piRNAs, 2 and 443 genes up and down regulated expression in male TTX-treated group (MTG). The female dominant genes cyp19a1, gdf9 and foxl2 were found to be up-regulated in MTG. The cyp19a1, whose corresponding target piRNA uniq_554482 was identified as down-regulated in the MTG, indicating the gene expression feminization in testis after exogenous TTX administration. The KEGG enrichment analysis revealed that differentially expressed genes (DEGs) and piRNAs (DEpiRNAs) in MTG vs MCG group were more enriched in metabolism pathways, indicating that the testis produced more metabolic pathways in response to exogenous TTX, which might be a reason for the sexual dimorphism of TTX distribution in gonads. In addition, TdT-mediated dUTP-biotin nick end labeling staining showed that significant apoptosis was detected in the MTG testis, and the role of the cell apoptotic pathways was further confirmed. Overall, our research revealed that the response of the ovary and testis to TTX administration was largely different, the ovary is more tolerant whereas the testis is more sensitive to TTX. These data will deepen our understanding on the accumulation of TTX sexual dimorphism in Takifugu.
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Affiliation(s)
- Xue He
- Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources (Shanghai Ocean University), Ministry of Education; International Research Center for Marine Biosciences at Shanghai Ocean University, Ministry of Science and Technology; National Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean University, Shanghai, 201306, China
| | - Hexing Wu
- Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources (Shanghai Ocean University), Ministry of Education; International Research Center for Marine Biosciences at Shanghai Ocean University, Ministry of Science and Technology; National Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean University, Shanghai, 201306, China
| | - Yaping Ye
- Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources (Shanghai Ocean University), Ministry of Education; International Research Center for Marine Biosciences at Shanghai Ocean University, Ministry of Science and Technology; National Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean University, Shanghai, 201306, China
| | - Xiaolin Gong
- Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources (Shanghai Ocean University), Ministry of Education; International Research Center for Marine Biosciences at Shanghai Ocean University, Ministry of Science and Technology; National Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean University, Shanghai, 201306, China
| | - Baolong Bao
- Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources (Shanghai Ocean University), Ministry of Education; International Research Center for Marine Biosciences at Shanghai Ocean University, Ministry of Science and Technology; National Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean University, Shanghai, 201306, China.
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8
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Ali SD, Alam W, Tayara H, Chong KT. Identification of Functional piRNAs Using a Convolutional Neural Network. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2022; 19:1661-1669. [PMID: 33119510 DOI: 10.1109/tcbb.2020.3034313] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Piwi-interacting RNAs (piRNAs) are a distinct sub-class of small non-coding RNAs that are mainly responsible for germline stem cell maintenance, gene stability, and maintaining genome integrity by repression of transposable elements. piRNAs are also expressed aberrantly and associated with various kinds of cancers. To identify piRNAs and their role in guiding target mRNA deadenylation, the currently available computational methods require urgent improvements in performance. To facilitate this, we propose a robust predictor based on a lightweight and simplified deep learning architecture using a convolutional neural network (CNN) to extract significant features from raw RNA sequences without the need for more customized features. The proposed model's performance is comprehensively evaluated using k-fold cross-validation on a benchmark dataset. The proposed model significantly outperforms existing computational methods in the prediction of piRNAs and their role in target mRNA deadenylation. In addition, a user-friendly and publicly-accessible web server is available at http://nsclbio.jbnu.ac.kr/tools/2S-piRCNN/.
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Leung CT, Yang Y, Yu KN, Tam N, Chan TF, Lin X, Kong RYC, Chiu JMY, Wong AST, Lui WY, Yuen KWY, Lai KP, Wu RSS. Low-Dose Radiation Can Cause Epigenetic Alterations Associated With Impairments in Both Male and Female Reproductive Cells. Front Genet 2021; 12:710143. [PMID: 34408775 PMCID: PMC8365519 DOI: 10.3389/fgene.2021.710143] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Accepted: 07/07/2021] [Indexed: 12/13/2022] Open
Abstract
Humans are regularly and continuously exposed to ionizing radiation from both natural and artificial sources. Cumulating evidence shows adverse effects of ionizing radiation on both male and female reproductive systems, including reduction of testis weight and sperm count and reduction of female germ cells and premature ovarian failure. While most of the observed effects were caused by DNA damage and disturbance of DNA repairment, ionizing radiation may also alter DNA methylation, histone, and chromatin modification, leading to epigenetic changes and transgenerational effects. However, the molecular mechanisms underlying the epigenetic changes and transgenerational reproductive impairment induced by low-dose radiation remain largely unknown. In this study, two different types of human ovarian cells and two different types of testicular cells were exposed to low dose of ionizing radiation, followed by bioinformatics analysis (including gene ontology functional analysis and Ingenuity Pathway Analysis), to unravel and compare epigenetic effects and pathway changes in male and female reproductive cells induced by ionizing radiation. Our findings showed that the radiation could alter the expression of gene cluster related to DNA damage responses through the control of MYC. Furthermore, ionizing radiation could lead to gender-specific reproductive impairment through deregulation of different gene networks. More importantly, the observed epigenetic modifications induced by ionizing radiation are mediated through the alteration of chromatin remodeling and telomere function. This study, for the first time, demonstrated that ionizing radiation may alter the epigenome of germ cells, leading to transgenerational reproductive impairments, and correspondingly call for research in this new emerging area which remains almost unknown.
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Affiliation(s)
- Chi Tim Leung
- Hong Kong Branch of the Southern Marine Science and Engineering Guangdong Laboratory, Hong Kong, China.,Department of Chemistry, City University of Hong Kong, Kowloon Tong, Hong Kong
| | - Yi Yang
- Hong Kong Branch of the Southern Marine Science and Engineering Guangdong Laboratory, Hong Kong, China.,School of Biological Sciences, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Kwan Ngok Yu
- State Key Laboratory of Marine Pollution, City University of Hong Kong, Kowloon Tong, Hong Kong.,Department of Physics, City University of Hong Kong, Kowloon Tong, Hong Kong
| | - Nathan Tam
- Department of Chemistry, City University of Hong Kong, Kowloon Tong, Hong Kong
| | - Ting Fung Chan
- School of Life Sciences, Hong Kong Bioinformatics Centre, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Xiao Lin
- School of Life Sciences, Hong Kong Bioinformatics Centre, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Richard Yuen Chong Kong
- Hong Kong Branch of the Southern Marine Science and Engineering Guangdong Laboratory, Hong Kong, China.,Department of Chemistry, City University of Hong Kong, Kowloon Tong, Hong Kong.,State Key Laboratory of Marine Pollution, City University of Hong Kong, Kowloon Tong, Hong Kong
| | - Jill Man Ying Chiu
- Hong Kong Branch of the Southern Marine Science and Engineering Guangdong Laboratory, Hong Kong, China.,Department of Biology, Hong Kong Baptist University, Kowloon Tsai, Hong Kong
| | - Alice Sze Tsai Wong
- Hong Kong Branch of the Southern Marine Science and Engineering Guangdong Laboratory, Hong Kong, China.,School of Biological Sciences, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Wing Yee Lui
- School of Biological Sciences, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Karen Wing Yee Yuen
- School of Biological Sciences, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Keng Po Lai
- Hong Kong Branch of the Southern Marine Science and Engineering Guangdong Laboratory, Hong Kong, China.,Department of Chemistry, City University of Hong Kong, Kowloon Tong, Hong Kong.,State Key Laboratory of Marine Pollution, City University of Hong Kong, Kowloon Tong, Hong Kong.,Laboratory of Environmental Pollution and Integrative Omics, Guilin Medical University, Guilin, China
| | - Rudolf Shiu Sun Wu
- Hong Kong Branch of the Southern Marine Science and Engineering Guangdong Laboratory, Hong Kong, China.,State Key Laboratory of Marine Pollution, City University of Hong Kong, Kowloon Tong, Hong Kong.,Department of Science and Environmental Studies, The Education University of Hong Kong, Tai Po, Hong Kong
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10
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Chukrallah LG, Badrinath A, Seltzer K, Snyder EM. Of rodents and ruminants: a comparison of small noncoding RNA requirements in mouse and bovine reproduction. J Anim Sci 2021; 99:6156131. [PMID: 33677580 DOI: 10.1093/jas/skaa388] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 12/01/2020] [Indexed: 01/03/2023] Open
Abstract
Ruminants are major producers of meat and milk, thus managing their reproductive potential is a key element in cost-effective, safe, and efficient food production. Of particular concern, defects in male germ cells and female germ cells may lead to significantly reduced live births relative to fertilization. However, the underlying molecular drivers of these defects are unclear. Small noncoding RNAs, such as piRNAs and miRNAs, are known to be important regulators of germ-cell physiology in mouse (the best-studied mammalian model organism) and emerging evidence suggests that this is also the case in a range of ruminant species, in particular bovine. Similarities exist between mouse and bovids, especially in the case of meiotic and postmeiotic male germ cells. However, fundamental differences in small RNA abundance and metabolism between these species have been observed in the female germ cell, differences that likely have profound impacts on their physiology. Further, parentally derived small noncoding RNAs are known to influence early embryos and significant species-specific differences in germ-cell born small noncoding RNAs have been observed. These findings demonstrate the mouse to be an imperfect model for understanding germ-cell small noncoding RNA biology in ruminants and highlight the need to increase research efforts in this underappreciated aspect of animal reproduction.
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Affiliation(s)
| | - Aditi Badrinath
- Department of Animal Science, Rutgers University, New Brunswick, NJ
| | - Kelly Seltzer
- Department of Animal Science, Rutgers University, New Brunswick, NJ
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11
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Zolfaghari MA, Karimi A, Kalantari E, Korourian A, Ghanadan A, Kamyab K, Esmaili N, Emami Razavi AN, Madjd Z. A comparative study of long interspersed element-1 protein immunoreactivity in cutaneous malignancies. BMC Cancer 2020; 20:567. [PMID: 32552892 PMCID: PMC7301980 DOI: 10.1186/s12885-020-07050-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2019] [Accepted: 06/08/2020] [Indexed: 12/20/2022] Open
Abstract
Background Skin cancer is the most common cancer worldwide and commonly classified into malignant melanoma (MM) and Nonmelanoma skin cancers (NMSCs), which mainly include basal cell carcinoma (BCC) and squamous cell carcinoma (SCC). The extent to which Long Interspersed Element-1 (LINE-1, L1) ORF1p is expressed in cutaneous malignancies remains to be evaluated. This study aimed to assess LINE-1 ORF1p immunoreactivity in various skin cancer subtypes. Method The expression level of LINE-1 ORF1p was evaluated in 95 skin cancer specimens comprising 36 (37.9%) BCC, 28 (29.5%) SCC, and 31 (32.6%) melanoma using the tissue microarray (TMA) technique. Then the association between expression of LINE-1 encoded protein and clinicopathological parameters was analyzed. Results We showed that LINE-1 ORF1p expression level was substantially higher in BCC and SCC patients compared with melanoma samples (p < 0.001). BCC cases had a higher LINE-1 histochemical score (H-score) compared with SCC cases (p = 0.004). In SCC samples, a lower level of LINE-1 ORF1p expression was associated with age younger than the mean (p = 0.041). At the same time, no significant correlation was found between LINE-1 ORF1p expression and other clinicopathological parameters (all p > 0.05). Conclusions According to our observation, LINE-1 ORF1p immunoreactivity in various skin tumor subtypes extends previous studies of LINE-1 expression in different cancers. LINE-1ORF1p overexpression in NMSCs compared with MM can be considered with caution as a tumor-specific antigen for NMSCs.
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Affiliation(s)
- Mohammad Ali Zolfaghari
- Department of Molecular Medicine, Faculty of Advanced Medical Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Abbas Karimi
- Department of Molecular Medicine, Faculty of Advanced Medical Sciences, Tabriz University of Medical Sciences, Tabriz, Iran. .,Department of Dermatology, Razi Hospital, Tehran University of Medical Sciences, Tehran, Iran.
| | - Elham Kalantari
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Alireza Korourian
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Alireza Ghanadan
- Department of Dermatopathology, Razi Dermatology Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Kambiz Kamyab
- Department of Dermatopathology, Razi Dermatology Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Nafiseh Esmaili
- Department of Dermatology, Razi Hospital, Tehran University of Medical Sciences, Tehran, Iran.,Autoimmune Bullous Diseases Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Amir Nader Emami Razavi
- Iran National Tumor Bank, Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Zahra Madjd
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran.
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12
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Yang X, Hu Q, Li S. Recognition and classification of damaged fingerprint based on deep learning fuzzy theory. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2020. [DOI: 10.3233/jifs-179575] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Xinfeng Yang
- School of Computer Science, Wuhan University, Wuhan, China
- School of Computer and Information Engineering, Nanyang Institute of Technology, Nanyang, China
| | - Qiping Hu
- School of Computer Science, Wuhan University, Wuhan, China
| | - Shuaihao Li
- School of Computer Science, Wuhan University, Wuhan, China
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13
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Kamalidehghan B, Habibi M, Afjeh SS, Shoai M, Alidoost S, Almasi Ghale R, Eshghifar N, Pouresmaeili F. The Importance of Small Non-Coding RNAs in Human Reproduction: A Review Article. APPLICATION OF CLINICAL GENETICS 2020; 13:1-11. [PMID: 32021379 PMCID: PMC6956659 DOI: 10.2147/tacg.s207491] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Accepted: 12/04/2019] [Indexed: 12/14/2022]
Abstract
Background MicroRNAs (miRNA) play a key role in the regulation of gene expression through the translational suppression and control of post-transcriptional modifications. Aim Previous studies demonstrated that miRNAs conduct the pathways involved in human reproduction including maintenance of primordial germ cells (PGCs), spermatogenesis, oocyte maturation, folliculogenesis and corpus luteum function. The association of miRNA expression with infertility, polycystic ovary syndrome (PCOS), premature ovarian failure (POF), and repeated implantation failure (RIF) was previously revealed. Furthermore, there are evidences of the importance of miRNAs in embryonic development and implantation. Piwi-interacting RNAs (piRNAs) and miRNAs play an important role in the post-transcriptional regulatory processes of germ cells. Indeed, the investigation of small RNAs including miRNAs and piRNAs increase our understanding of the mechanisms involved in fertility. In this review, the current knowledge of microRNAs in embryogenesis and fertility is discussed. Conclusion Further research is necessary to provide new insights into the application of small RNAs in the diagnosis and therapeutic approaches to infertility.
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Affiliation(s)
- Behnam Kamalidehghan
- Department of Medical Genetics, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohsen Habibi
- Central Laboratory, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Sara S Afjeh
- Department of Medical Genetics, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Maryam Shoai
- Department of Molecular Neuroscience, UCL Institute of Neurology, London, UK
| | - Saeideh Alidoost
- Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Rouzbeh Almasi Ghale
- Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Nahal Eshghifar
- Department of Cellular and Molecular Biology, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran and Men's Health and Reproductive Health Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Farkhondeh Pouresmaeili
- Department of Medical Genetics, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.,Men's Health and Reproductive Health Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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14
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Support Vector Machine Classifier for Accurate Identification of piRNA. APPLIED SCIENCES-BASEL 2018. [DOI: 10.3390/app8112204] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Piwi-interacting RNA (piRNA) is a newly identified class of small non-coding RNAs. It can combine with PIWI proteins to regulate the transcriptional gene silencing process, heterochromatin modifications, and to maintain germline and stem cell function in animals. To better understand the function of piRNA, it is imperative to improve the accuracy of identifying piRNAs. In this study, the sequence information included the single nucleotide composition, and 16 dinucleotides compositions, six physicochemical properties in RNA, the position specificities of nucleotides both in N-terminal and C-terminal, and the proportions of the similar peptide sequence of both N-terminal and C-terminal in positive and negative samples, which were used to construct the feature vector. Then, the F-Score was applied to choose an optimal single type of features. By combining these selected features, we achieved the best results on the jackknife and the 5-fold cross-validation running 10 times based on the support vector machine algorithm. Moreover, we further evaluated the stability and robustness of our new method.
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15
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Zhang Q, Wang Q, Zhang Y, Cheng S, Hu J, Ma Y, Zhao X. Comprehensive Analysis of MicroRNA⁻Messenger RNA from White Yak Testis Reveals the Differentially Expressed Molecules Involved in Development and Reproduction. Int J Mol Sci 2018; 19:ijms19103083. [PMID: 30304826 PMCID: PMC6213350 DOI: 10.3390/ijms19103083] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Revised: 09/30/2018] [Accepted: 10/02/2018] [Indexed: 01/31/2023] Open
Abstract
Testis development is a vital and tightly regulated process in mammals. Understanding the biological mechanisms underlying testis development will benefit the animal reproduction industry. Expression changes in microRNA and messenger RNA in response to dynamic regulation effects have been associated with this process. However, very little is known about the roles of these molecules in yak development. Using whole-genome small RNA and messenger RNA sequencing, we performed a comprehensive analysis of the microRNA–messenger RNA interaction network expression in the testicles of Tianzhu white yaks during three developmental stages. Using Short Time-series Expression Miner analysis we identified 589 differentially expressed microRNAs (DERs) and 3383 differentially expressed messenger RNAs (DEGs) in the three age groups. A total of 93 unique DEGs are primarily involved in reproduction and testis development. Subsequently, four integration networks were constructed according to the DEGs and DERs in three biological processes. Nineteen DEGs were potentially regulated by 60 DERs, of which miR-574 and target gene AURKA played a crucial role in yak testis development and reproduction. The results of this study provide a basis for further exploration of the microRNA–messenger RNA interactions in testis development and reproduction and aid in uncovering the molecular mechanisms of spermatogenesis in male mammals.
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Affiliation(s)
- Quanwei Zhang
- College of Veterinary Medicine, Gansu Agriculture University, Lanzhou 730070, China.
- College of Life science and Technology, Gansu Agriculture University, Lanzhou 730070, China.
| | - Qi Wang
- College of Veterinary Medicine, Gansu Agriculture University, Lanzhou 730070, China.
| | - Yong Zhang
- College of Veterinary Medicine, Gansu Agriculture University, Lanzhou 730070, China.
- College of Life science and Technology, Gansu Agriculture University, Lanzhou 730070, China.
| | - Shuru Cheng
- College of Animal Science and Technology, Gansu Agriculture University, Lanzhou 730070, China.
| | - Junjie Hu
- College of Veterinary Medicine, Gansu Agriculture University, Lanzhou 730070, China.
| | - Youji Ma
- College of Animal Science and Technology, Gansu Agriculture University, Lanzhou 730070, China.
| | - Xingxu Zhao
- College of Veterinary Medicine, Gansu Agriculture University, Lanzhou 730070, China.
- College of Life science and Technology, Gansu Agriculture University, Lanzhou 730070, China.
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