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Harmak H, Redouane S, Charoute H, Aniq Filali O, Barakat A, Rouba H. A Case-Control Study of the Association Between GSTP1 Gene Polymorphisms (rs1695 and rs1138272) and the Susceptibility to Male Infertility in the Moroccan Population. Genet Test Mol Biomarkers 2025; 29:21-31. [PMID: 39804284 DOI: 10.1089/gtmb.2024.0367] [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] [Indexed: 02/19/2025] Open
Abstract
Background: Infertility affects 10-15% of couples worldwide, with male factors accounting for half of cases. Environmental, behavioral, and genetic problems contribute to spermatogenic failure in 30% of idiopathic male infertility cases. Other factors, such as oxidative stress (OS), cause impaired spermatogenesis, abnormal sperm morphology, and reduced motility, eventually triggering male infertility. In the male reproductive tract, glutathione S-transferase (GST) family antioxidants are essential for preventing OS, detoxification, and DNA damage protection. Methods: GSTP1 isoenzyme, one of GST members, has previously been linked to male infertility, and this case-control study is the first to assess the possible association of GSTP1 gene polymorphisms (rs1695 and rs1138272) with nonobstructive azoospermia and severe oligospermia within 300 patients and 300 controls from the Moroccan population using an allele-specific PCR. The statistical analysis was performed with the R programming language. Results: Genotyping of GSTP1 polymorphisms fitted the Hardy-Weinberg equilibrium in both cases and controls (p > 0.05), but no significant association was found in rs1695 (odds ratio [OR] = 1.238, 95% confidence interval [CI] = 0.855 to 1.794, p = 0.258, power = 0.204) and in rs1138272 (OR = 1.192, 95% CI = 0.852 to 0.1668, p = 0.304, power = 0.176). Likewise, results from haplotype analysis (OR = 1.25, 95% CI = 0.61 to 2.57, p = 0.537) and SNP-SNP interactions (OR = 1.522, 95% CI = 0.838 to 2.762, p = 0.166) demonstrated no correlation with the risk of male infertility. Conclusion: The two SNPs (rs1695 and rs1138272) of the GSTP1 gene loci are not associated with male infertility susceptibility in Moroccan subjects. Yet, future investigations with a larger sample size may conclusively help to confirm this association.
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Affiliation(s)
- Houda Harmak
- Laboratory of Genomics and Human Genetics, 1, Place Louis Pasteur, Institut Pasteur du Maroc, Casablanca, Morocco
- Faculty of Sciences Ain Chock, Department of Biology, Laboratory of Physiopathology, Molecular Genetics and Biotechnology, Hassan II University, Casablanca, Morocco
| | - Salaheddine Redouane
- Laboratory of Genomics and Human Genetics, 1, Place Louis Pasteur, Institut Pasteur du Maroc, Casablanca, Morocco
| | - Hicham Charoute
- Research Unit of Epidemiology, Biostatistics and Bioinformatics, Institut Pasteur du Maroc, Casablanca, Morocco
| | - Ouafaa Aniq Filali
- Faculty of Sciences Ain Chock, Department of Biology, Laboratory of Physiopathology, Molecular Genetics and Biotechnology, Hassan II University, Casablanca, Morocco
| | - Abdelhamid Barakat
- Laboratory of Genomics and Human Genetics, 1, Place Louis Pasteur, Institut Pasteur du Maroc, Casablanca, Morocco
| | - Hassan Rouba
- Laboratory of Genomics and Human Genetics, 1, Place Louis Pasteur, Institut Pasteur du Maroc, Casablanca, Morocco
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Cai H, Feng Y, Wang J, Cao Z, Lv R, Feng J. Loss of Gst1 enhances resistance to MMS by reprogramming the transcription of DNA damage response genes in a Rad53-dependent manner in Candida albicans. Cell Commun Signal 2024; 22:495. [PMID: 39402632 PMCID: PMC11472464 DOI: 10.1186/s12964-024-01865-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Accepted: 10/02/2024] [Indexed: 10/19/2024] Open
Abstract
The DNA damage response is a highly conserved protective mechanism that enables cells to cope with various lesions in the genome. Extensive studies across different eukaryotic cells have identified the crucial roles played by components required for response to DNA damage. When compared to the essential signal transducers and repair factors in the DNA damage response circuitry, the negative regulators and underlying mechanisms of this circuitry have been relatively under-examined. In this study, we investigated Gst1, a putative glutathione transferase in the fungal pathogen Candida albicans. We found that under stress caused by the DNA damage agent MMS, GST1 expression was significantly upregulated, and this upregulation was further enhanced by the loss of the checkpoint kinases and DNA repair factors. Somewhat counterintuitively, deletion of GST1 conferred increased resistance to MMS, potentially via enhancing the phosphorylation of Rad53. Furthermore, overexpression of RAD53 or deletion of GST1 resulted in upregulated transcription of DNA damage repair genes, including CAS1, RAD7, and RAD30, while repression of RAD7 transcription in the GST1 deletion reversed the strain's heightened resistance to MMS. Finally, Gst1 physically interacted with Rad53, and their interaction weakened in response to MMS-induced stress. Overall, our findings suggest a negative regulatory role for GST1 in DNA damage response in C. albicans, and position Gst1 within the Rad53-mediated signaling pathway. These findings hold significant implications for understanding the mechanisms underlying the DNA damage response in this fungal pathogen and supply new potential targets for therapeutic intervention.
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Affiliation(s)
- Huaxin Cai
- Department of Pathogen Biology, School of Medicine, Nantong University, Nantong, Jiangsu, China
| | - Yuting Feng
- Department of Pathogen Biology, School of Medicine, Nantong University, Nantong, Jiangsu, China
- Department of Clinical Laboratory, Kunshan Hospital of Chinese Medicine, Kunshan, China
| | - Jia Wang
- Department of Pathogen Biology, School of Medicine, Nantong University, Nantong, Jiangsu, China
| | - Zhenyu Cao
- Department of Pathogen Biology, School of Medicine, Nantong University, Nantong, Jiangsu, China
| | - Rui Lv
- Department of Pathogen Biology, School of Medicine, Nantong University, Nantong, Jiangsu, China
| | - Jinrong Feng
- Department of Pathogen Biology, School of Medicine, Nantong University, Nantong, Jiangsu, China.
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Liao Y, Cavalcante RG, Waller JB, Deng F, Scruggs AM, Huang YJ, Atasoy U, Chen Y, Huang SK. Differences in the DNA methylome of T cells in adults with asthma of varying severity. Clin Epigenetics 2024; 16:139. [PMID: 39380119 PMCID: PMC11459694 DOI: 10.1186/s13148-024-01750-7] [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: 05/25/2024] [Accepted: 09/20/2024] [Indexed: 10/10/2024] Open
Abstract
BACKGROUND DNA methylation plays a critical role in asthma development, but differences in DNA methylation among adults with varying asthma severity are less well-defined. OBJECTIVE To examine how DNA methylomic patterns differ among adults with asthma based on asthma severity and airway inflammation. METHODS Peripheral blood T cells from 35 adults with asthma in Beijing, China, were serially collected over time (130 samples total) and analyzed for global DNA methylation using the Illumina MethylationEPIC Array. Differential methylation was compared among subjects with varying airway inflammation and severity, as measured by fraction of exhaled nitric oxide, forced expiratory volume in one second (FEV1), and Asthma Control Test (ACT) scores. RESULTS Significant differences in DNA methylation were noted among subjects with different degrees of airway inflammation and asthma severity. These differences in DNA methylation were annotated to genes that were enriched in pathways related to asthma or T cell function and included gene ontology categories related to MHC class II assembly, T cell activation, interleukin (IL)-1, and IL-12. Genes related to P450 drug metabolism, glutathione metabolism, and developmental pathways were also differentially methylated in comparisons between subjects with high vs low FEV1 and ACT. Notable genes that were differentially methylated based on asthma severity included RUNX3, several members of the HLA family, AGT, PTPRC, PTPRJ, and several genes downstream of the JAK2 and TNF signaling pathway. CONCLUSION These findings demonstrate how adults with asthma of varying severity possess differences in peripheral blood T cell DNA methylation that contribute to differences in clinical indices of asthma.
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Affiliation(s)
- Yixuan Liao
- Department of Pulmonary and Critical Care Medicine, Peking University Third Hospital, No.49, Huayuan North Road, Haidian District, Beijing, 100191, China
- Department of Pulmonary and Critical Care Medicine, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Raymond G Cavalcante
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA
| | - Jonathan B Waller
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan, 6301 MSRB III, 1150 W Medical Center Dr., Ann Arbor, MI, 48109, USA
| | - Furong Deng
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing, China
| | - Anne M Scruggs
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan, 6301 MSRB III, 1150 W Medical Center Dr., Ann Arbor, MI, 48109, USA
| | - Yvonne J Huang
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan, 6301 MSRB III, 1150 W Medical Center Dr., Ann Arbor, MI, 48109, USA
| | - Ulus Atasoy
- Division of Allergy and Clinical Immunology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Yahong Chen
- Department of Pulmonary and Critical Care Medicine, Peking University Third Hospital, No.49, Huayuan North Road, Haidian District, Beijing, 100191, China.
| | - Steven K Huang
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan, 6301 MSRB III, 1150 W Medical Center Dr., Ann Arbor, MI, 48109, USA.
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Krishnamurthy HK, Rajavelu I, Pereira M, Jayaraman V, Krishna K, Wang T, Bei K, Rajasekaran JJ. Inside the genome: understanding genetic influences on oxidative stress. Front Genet 2024; 15:1397352. [PMID: 38983269 PMCID: PMC11231378 DOI: 10.3389/fgene.2024.1397352] [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: 03/07/2024] [Accepted: 06/03/2024] [Indexed: 07/11/2024] Open
Abstract
Genetics is a key factor that governs the susceptibility to oxidative stress. In the body, oxidative burden is regulated by the balance between the prooxidant genes that orchestrate processes that produce oxidant species, while the antioxidant genes aid those involved in scavenging these species. Together, the two components aid in maintaining the oxidative balance in the body. Genetic variations can influence the expression and activity of the encoded proteins which can then affect their efficiency in regulating redox processes, thereby increasing the risk of oxidative stress. This review studies single nucleotide polymorphisms (SNPs) that bear relevance to oxidative stress by exploring the variations in the prooxidant genes, such as XDH, CYBA, CYP1A1, PTGS2, NOS, and MAO and antioxidant genes including SOD, CAT, GPX, GSS, GLUL, GSR, GSTM1, GSTM5, GSTP1, TXN and HMOX1. Early identification of individuals at the increased risk of oxidative stress is possible from the assessment of sequence of these genes. Integrating genetic insights into oxidative stress management measures can pave the way for personalized medicine that tailors' healthcare approaches to individual genetic profiles. Effective genetic assessment along with routine quantification of biological markers can improve and monitor treatment strategies, enhancing mitigation approaches that maintain cellular health and promote longevity.
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Affiliation(s)
| | | | | | | | | | - Tianhao Wang
- Vibrant Sciences LLC., San Carlos, CA, United States
| | - Kang Bei
- Vibrant Sciences LLC., San Carlos, CA, United States
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Liao Y, Cavalcante R, Waller J, Deng F, Scruggs A, Huang Y, Atasoy U, Chen Y, Huang S. Differences in the DNA Methylome of T cells in Adults With Asthma of Varying Severity. RESEARCH SQUARE 2024:rs.3.rs-4476948. [PMID: 38946998 PMCID: PMC11213176 DOI: 10.21203/rs.3.rs-4476948/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
Background DNA methylation plays a critical role in asthma development, but differences in DNA methylation among adults with varying asthma severity or asthma endotypes are less well-defined. Objective To examine how DNA methylomic patterns differ among adults with asthma based on asthma severity and airway inflammation. Methods Peripheral blood T cells from 35 adults with asthma in Beijing, China were serially collected over time (130 samples total) and analyzed for global DNA methylation using the Illumina MethylationEPIC Array. Differential methylation was compared among subjects with varying airway inflammation and severity, as measured by fraction of exhaled nitric oxide, forced expiratory volume in one second (FEV1), and Asthma Control Test (ACT) scores. Results Significant differences in DNA methylation were noted among subjects with different degrees of airway inflammation and asthma severity. These differences in DNA methylation were annotated to genes that were enriched in pathways related to asthma or T cell function and included gene ontology categories related to MHC class II assembly, T cell activation, interleukin (IL)-1, and IL-12. Genes related to P450 drug metabolism, glutathione metabolism, and developmental pathways were also differentially methylated in comparisons between subjects with high vs low FEV1 and ACT. Notable genes that were differentially methylated based on asthma severity included RUNX3, several members of the HLA family, AGT, PTPRC, PTPRJ, and several genes downstream of the JAK2 and TNF signaling pathway. Conclusion These findings demonstrate how adults with asthma of varying severity possess differences in peripheral blood T cell DNA methylation that contribute to the phenotype and severity of their overall disease.
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Li W, Liu L, Duanqing M, Xiong X, Gan D, Yang J, Wang M, Zhou M, Yan J. CLDN1 silencing suppresses the proliferation and migration of airway smooth muscle cells by modulating MMP14. Autoimmunity 2023; 56:2281223. [PMID: 37964516 DOI: 10.1080/08916934.2023.2281223] [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: 03/15/2023] [Accepted: 11/05/2023] [Indexed: 11/16/2023]
Abstract
Airway remodeling is an important pathologic factor in the progression of asthma. Abnormal proliferation and migration of airway smooth muscle cells (ASMCs) are important pathologic mechanisms in severe asthma. In the current study, claudin-1 (CLDN1) was identified as an asthma-related gene and was upregulated in ASMCs stimulated with platelet-derived growth factor BB (PDGF-BB). Cell counting kit-8 and EdU assays were used to evaluate cell proliferation, and transwell assay was carried out to analyze cell migration and invasion. The levels of inflammatory factors were detected using enzyme-linked immunosorbent assay. The results showed that CLDN1 knockdown inhibited the proliferation, migration, invasion, and inflammation of ASMCs treated with PDGF-BB, whereas overexpression of CLDN1 exhibited the opposite effects. Protein-protein interaction assay and co-immunoprecipitation revealed that CLDN1 directly interacted with matrix metalloproteinase 14 (MMP14). CLDN1 positively regulated MMP14 expression in asthma, and MMP14 overexpression reversed cell proliferation, migration, invasion, and inflammation induced by silenced CLDN1. Taken together, CLDN1 promotes PDGF-BB-induced cell proliferation, migration, invasion, and inflammatory responses of ASMCs by upregulating MMP14 expression, suggesting a potential role for CLDN1 in airway remodeling in asthma.
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Affiliation(s)
- Wei Li
- Pediatrics Department, The People's Hospital of Jiulongpo District, Chongqing, China
| | - Linyan Liu
- Pediatrics Department, The People's Hospital of Jiulongpo District, Chongqing, China
| | - Ming'ai Duanqing
- Pediatrics Department, The People's Hospital of Jiulongpo District, Chongqing, China
| | - Xiaoqing Xiong
- Pediatrics Department, The People's Hospital of Jiulongpo District, Chongqing, China
| | - Dejian Gan
- Pediatrics Department, The People's Hospital of Jiulongpo District, Chongqing, China
| | - Jin Yang
- Pediatrics Department, The People's Hospital of Jiulongpo District, Chongqing, China
| | - Mingya Wang
- Pediatrics Department, The People's Hospital of Jiulongpo District, Chongqing, China
| | - Min Zhou
- Pediatrics Department, The People's Hospital of Jiulongpo District, Chongqing, China
| | - Jun Yan
- Pediatrics Department, The People's Hospital of Jiulongpo District, Chongqing, China
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A 69 kb Deletion in chr19q13.42 including PRPF31 Gene in a Chinese Family Affected with Autosomal Dominant Retinitis Pigmentosa. J Clin Med 2022; 11:jcm11226682. [PMID: 36431159 PMCID: PMC9695658 DOI: 10.3390/jcm11226682] [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: 08/10/2022] [Revised: 10/20/2022] [Accepted: 11/08/2022] [Indexed: 11/16/2022] Open
Abstract
We aimed to identify the genetic cause of autosomal dominant retinitis pigmentosa (adRP) and characterize the underlying molecular mechanisms of incomplete penetrance in a Chinese family affected with adRP. All enrolled family members underwent ophthalmic examinations. Whole-genome sequencing (WGS), multiplex ligation-dependent probe amplification (MLPA), linkage analysis and haplotype construction were performed in all participants. RNA-seq was performed to analyze the regulating mechanism of incomplete penetrance among affected patients, mutation carriers and healthy controls. In the studied family, 14 individuals carried a novel heterozygous large deletion of 69 kilobase (kb) in 19q13.42 encompassing exon 1 of the PRPF31 gene and five upstream genes: TFPT, OSCAR, NDUFA3, TARM1, and VSTM1. Three family members were sequenced and diagnosed as non-penetrant carriers (NPCs). RNA-seq showed significant differential expression of genes in deletion between mutation carriers and healthy control. The RP11 pedigree in this study was the largest pedigree compared to other reported RP11 pedigrees with large deletions. Early onset in all affected members in this pedigree was considered to be a special phenotype and was firstly reported in a RP11 family for the first time. Differential expression of PRPF31 between affected and unaffected subjects indicates a haploinsufficiency to cause the disease in the family. The other genes with significant differential expression might play a cooperative effect on the penetrance of RP11.
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Liu M, Gu Y, Ma JN, Bao KN, Ao L, Ni X. An updated analysis on the association of GSTM1 polymorphism and smoking exposure with the increased risk of coronary heart disease. J Int Med Res 2022; 50:3000605221123697. [PMID: 36112810 PMCID: PMC9478701 DOI: 10.1177/03000605221123697] [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] [Indexed: 12/06/2022] Open
Abstract
Objective To undertake a meta-analysis to investigate if there is an association
between the glutathione S-transferase mu 1 (GSTM1) gene
polymorphism, coronary artery disease (CAD) susceptibility and smoking. Methods Electronic databases, including PubMed®, Web of Science and Embase®, were
searched for relevant case–control studies. Data were extracted and the odds
ratio (OR) was calculated and appropriate statistical methods were used for
the meta-analysis. Results The analysis included eight studies with a total of 1880 cases with CAD and
1758 control subjects. The results of this meta-analysis demonstrated that
there is no association between the GSTM1 null and CAD (OR
1.24, 95% confidence interval [CI] 1.00, 1.55). An increased risk of CAD was
observed in the smoking population with the GSTM1 null
genotype (OR 1.48, 95% CI 1.02, 2.15). Subgroup analyses of geographical
region, genotyping method and publication language category demonstrated
potential relationships among gene polymorphism, smoking and CAD. Conclusions Based on the current literature, the GSTM1 null genotype was
associated to CAD in the smoking population. The interaction between smoking
and GSTM1 polymorphism may contribute to the susceptibility
of CAD.
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Affiliation(s)
- Min Liu
- Department of Scientific Research, Jiading District Central Hospital Affiliated Shanghai University of Medicine & Health Sciences, Shanghai, China.,Department of Hospital Infection Control, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, Guangdong Province, China
| | - Ye Gu
- Department of Nursing, Jiading District Central Hospital Affiliated Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Jian-Ning Ma
- Department of Nursing, Jiading District Central Hospital Affiliated Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Ke-Na Bao
- Department of Nursing, Jiading District Central Hospital Affiliated Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Li Ao
- Department of Nursing, Jiading District Central Hospital Affiliated Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Xin Ni
- Department of Anaesthesiology, Jiading District Central Hospital Affiliated Shanghai University of Medicine & Health Sciences, Shanghai, China
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Shan W, Guo D, Guo H, Tan S, Ma L, Wang Y, Guo X, Xu B. Cloning and expression studies on glutathione S-transferase like-gene in honey bee for its role in oxidative stress. Cell Stress Chaperones 2021; 27:121-134. [PMID: 35102524 PMCID: PMC8943077 DOI: 10.1007/s12192-022-01255-3] [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: 08/05/2021] [Revised: 12/21/2021] [Accepted: 01/07/2022] [Indexed: 11/03/2022] Open
Abstract
Glutathione S-transferases (GSTs) constitute an important multifunctional enzyme family that plays vital roles in cellular detoxification and protecting organisms against oxidative stress caused by reactive oxygen species (ROS). In this study, we isolated a GST-like gene from Apis cerana cerana (AccGSTL) and investigated its antioxidant functions under stress conditions. We found that AccGSTL belongs to the Sigma class of GSTs. Real-time quantitative PCR and western blotting analyses showed that the mRNA and protein levels of AccGSTL were altered in response to oxidative stress caused by various external stimuli. In addition, a heterologous expression analysis showed that AccGSTL overexpression in Escherichia coli (E. coli) cells enhanced resistance to oxidative stress. After AccGSTL silencing with RNA interference (RNAi) technology, the expression of some antioxidant genes was inhibited, and the enzymatic activities of POD, CAT, and SOD were decreased. In conclusion, these data suggest that AccGSTL may be involved in antioxidant defense under adverse conditions in A. cerana cerana.
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Affiliation(s)
- Wenlu Shan
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Taian, 271018, Shandong, People's Republic of China
| | - Dezheng Guo
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Taian, 271018, Shandong, People's Republic of China
| | - Huijuan Guo
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Taian, 271018, Shandong, People's Republic of China
| | - Shuai Tan
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Taian, 271018, Shandong, People's Republic of China
| | - Lanting Ma
- College of Animal Science and Technology, Shandong Agricultural University, Taian, 271018, Shandong, People's Republic of China
| | - Ying Wang
- College of Animal Science and Technology, Shandong Agricultural University, Taian, 271018, Shandong, People's Republic of China
| | - Xingqi Guo
- State Key Laboratory of Crop Biology, College of Life Sciences, Shandong Agricultural University, Taian, 271018, Shandong, People's Republic of China.
| | - Baohua Xu
- College of Animal Science and Technology, Shandong Agricultural University, Taian, 271018, Shandong, People's Republic of China.
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