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Comprehensive integration of single-cell transcriptomic data illuminates the regulatory network architecture of plant cell fate specification
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作者 Shanni Cao Xue Zhao +6 位作者 Zhuojin Li Ranran Yu Yuqi Li Xinkai Zhou Wenhao Yan Dijun Chen Chao He 《Plant Diversity》 SCIE CAS CSCD 2024年第3期372-385,共14页
Plant morphogenesis relies on precise gene expression programs at the proper time and position which is orchestrated by transcription factors(TFs)in intricate regulatory networks in a cell-type specific manner.Here we... Plant morphogenesis relies on precise gene expression programs at the proper time and position which is orchestrated by transcription factors(TFs)in intricate regulatory networks in a cell-type specific manner.Here we introduced a comprehensive single-cell transcriptomic atlas of Arabidopsis seedlings.This atlas is the result of meticulous integration of 63 previously published scRNA-seq datasets,addressing batch effects and conserving biological variance.This integration spans a broad spectrum of tissues,including both below-and above-ground parts.Utilizing a rigorous approach for cell type annotation,we identified 47 distinct cell types or states,largely expanding our current view of plant cell compositions.We systematically constructed cell-type specific gene regulatory networks and uncovered key regulators that act in a coordinated manner to control cell-type specific gene expression.Taken together,our study not only offers extensive plant cell atlas exploration that serves as a valuable resource,but also provides molecular insights into gene-regulatory programs that varies from different cell types. 展开更多
关键词 ARABIDOPSIS single cell transcriptome gene regulatory network Data integration Plant cell atlas
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Advances in Single Nucleotide Polymorphisms of Vitamin D Metabolic Pathway Genes and Respiratory Diseases
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作者 Zhilu Li Honghai Li +4 位作者 Saijia Li Yingjing Du Bingxin Xu Yuxuan Wang Yiyu Cai 《Journal of Advances in Medicine Science》 2020年第3期25-30,共6页
Vitamin D is a fat-soluble vitamin.It is an essential vitamin for human body.It has a classical effect on regulating calcium and phosphorus metabolism.Participate in cellular and humoral immune processes by regulating... Vitamin D is a fat-soluble vitamin.It is an essential vitamin for human body.It has a classical effect on regulating calcium and phosphorus metabolism.Participate in cellular and humoral immune processes by regulating the growth,differentiation and metabolism of immune cells.A large number of studies in recent years have shown that vitamin D deficiency increases the incidence of respiratory diseases.Respiratory diseases mainly include bronchial asthma,chronic obstructive pulmonary disease,tuberculosis,acute upper respiratory tract infection and pneumonia.Vitamin D metabolic pathway genes play a very important regulatory role in the transformation of vitamin D into active vitamin D,including CYP2R1,CYP27B1,CYP24A1,VDBP,VDR five genes.Genetic polymorphism of genes is the molecular basis of individual differences and disease development.Therefore,this paper summarizes the research on single nucleotide polymorphism of vitamin D metabolic pathway gene and respiratory diseases.In order to provide a new idea for future treatment. 展开更多
关键词 Vitamin D metabolic pathway genes single nucleotide polymorphisms Respiratory diseases
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Single nucleotide polymorphism C677T in the methylenetetrahydrofolate reductase gene might be a genetic risk factor for infertility for Chinese men with azoospermia or severe oligozoospermia 被引量:21
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作者 Zhou-Cun A Yuan Yang +2 位作者 Si-Zhong Zhang Na Li Wei Zhang 《Asian Journal of Andrology》 SCIE CAS CSCD 2007年第1期57-62,共6页
Aim: To analyze the distribution of the single nucleotide polymorphism (SNP) C677T in the methylenetetrahydrofolate reductase (MTHFR) gene in 355 infertile Chinese patients with idiopathic azoospermia or severe o... Aim: To analyze the distribution of the single nucleotide polymorphism (SNP) C677T in the methylenetetrahydrofolate reductase (MTHFR) gene in 355 infertile Chinese patients with idiopathic azoospermia or severe oligozoospermia and 252 fertile Chinese men as controls to explore the possible association of the SNP and male infertility. Methods: Using the polymerase chain reaction (PCR)-restriction fragment length polymorphism technique, the allele and genotype distribution of SNP C677T in the MTHFR gene were investigated in both patients and controls. Results: The frequencies of allele T (40.9% vs 30.4%, P = 0.002, odds ration [OR] = 1.58, 95% confidence interval [CI]: 1.24-2.02) and mutant homozygote (TT) (18.3% vs. 11.5%, P = 0.023, OR = 1.72, 95% CI: 1.07-2.76) as well as carrier with allele (TT + CT) (63.4% vs. 49.2%, P = 0.0005, OR = 1.79, 95% CI: 1.29-2.48) in infertile patients were significantly higher than those in controls. After patient stratification, the significant differences in distribution of the SNP between each patient subgroup and control group still remained. Conclusion: Our findings indicate that there is an association of SNP C677T in the MTHFR gene with male infertility, suggesting that this polymorphism might be a genetic risk factor for male infertility in Chinese men. 展开更多
关键词 male infertility methylenetetrahydrofolate reductase gene single nucleotide polymorphism C677T
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Correlation of p53 over-expression and alteration in p53 gene detected by polymerase chain reaction-single strand conformation polymorphism in adenocarcinoma of gastric cancer patients from India 被引量:28
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作者 Sajjad Karim Arif Ali 《World Journal of Gastroenterology》 SCIE CAS CSCD 2009年第11期1381-1387,共7页
AIM: To study the alterations in p53 gene among Indian gastric cancer patients and to correlate them with the various clinicopathological parameters. METHODS: A total of 103 gastric cancer patients were included in ... AIM: To study the alterations in p53 gene among Indian gastric cancer patients and to correlate them with the various clinicopathological parameters. METHODS: A total of 103 gastric cancer patients were included in this study. The p53 alterations were studied by both immunohistochemical method as well as polymerase chain reaction (PCR)-single strand conformation polymorphism (SSCP) analysis. We only studied four (exon 5, 6, 7, and 8) of the 11 ,p53 exons. The alterations in p53 were also correlated with respect to various clinicopathological parameters. RESULTS: Among 103 cases, p53 over-expression and alteration were detected in 37 (35.92%) and 19 (18.44%) cases, respectively. Most of the ,p53 alterations were found at exon 5 (31.54%), followed by exon 6 (26.31%), exon 7 (21.04%) and exon 8 (21.04%). A significant correlation of p53 overexpression was found with p53 alteration (P = 0.000). Concordance between ,p53 alteration (as detected by SSCP) and over-expression [as detected by immunohistochemistry (IHC)] was found in 75% cases. We found that IHC-positive/SSCP-negative cases accounted for 21% of cases and IHC-negative/SSCP- positive cases accounted for remaining 4% cases. CONCLUSION: Our results show that p53 gene mutations are significantly correlated with p53 protein over-expression, with 75% concordance in over-expression and alteration in the p53 gene, but 25% disconcordance also cautions against the assumption that p53 over-expression is always associated with a gene mutation. There may be other mechanisms responsible for stabilization and accumulation of p53 protein with no evidence of gene mutation that reflect an accumulation of a non-mutated protein, or a false negative SSCP result. 展开更多
关键词 Gastric cancer P53 single strandconformation polymorphism gene mutation Immunohistochemistry
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Identification of a Regulatory Single Nucleotide Polymorphism in the Adiponectin (APM1) Gene Associated with Type 2 Diabetes in Han Nationality 被引量:5
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作者 MIN YANG CHANG-CHUN QIU +3 位作者 WEI CHEN LING-LING XU MIAO YU HONG-DING XIANG 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2008年第6期454-459,共6页
Objective To identify the genetic defects of the the adiponectin (APM1) gene that contribute to the development of type 2 diabetes (T2DM) and determine the functional single nucleotide polymorphisms (SNPs) in th... Objective To identify the genetic defects of the the adiponectin (APM1) gene that contribute to the development of type 2 diabetes (T2DM) and determine the functional single nucleotide polymorphisms (SNPs) in the APMI gene associated with T2DM in Han nationality. Methods The APMI gene 5'-UTR was screened by direct sequencing to identify common polymorphisms. Identified SNPs were genotyped in 585 nondiabetic controls, 278 subjects with impaired glucose intolerance (IGT) and 212 patients with T2DM. The functions of SNPs in the regulatory region were assessed by reporter gene assay. Possible association between SNPs and plasma APMI levels or metabolic parameters was statistically asses,sed. Results Three SNPs were identified in the APMI gene 5'-UTR. A case-control study revealed that SNP -11377 G/C had significant differences in allele frequencies between T2DM patients and nondiabetic controls (G 0.314/C 0.686 vs. G 0.265/C 0.735, P=0.03). Haplotype analysis of three SNPs in the APM1 gene showed that no significant association of haplotypes with T2DM. IGT was detected in the present study. Reporter gene assay showed that SNP did not influence the transcription efficiency in the 3T3-LI cell line. Conclusion SNP - 11377 G/C in the proximal promoter region of the APM 1 gene contributes to the development of T2DM in Han nationality but may not be a functional SNP in the APM1 gene. 展开更多
关键词 DIABETES ADIPONECTIN single nucleotide polymorphism Reporter gene PROMOTER
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Role of matrix metalloproteinase,tissue inhibitor of metalloproteinase and tumor necrosis factor-α single nucleotide gene polymorphisms in inflammatory bowel disease 被引量:15
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作者 Martin JW Meijer Marij AC Mieremet-Ooms +3 位作者 Ruud A van Hogezand Cornelis BHW Lamers Daniel W Hommes Hein W Verspaget 《World Journal of Gastroenterology》 SCIE CAS CSCD 2007年第21期2960-2966,共7页
AIM:To study the (functional) relevance of single nucleotide polymorphisms (SNPs) in genes encoding matrix metalloproteinases (MMP)-1,-2,-3,-9,tissue inhibitors of metalloproteinases (TIMP)-1,-2 and tumor necrosis fac... AIM:To study the (functional) relevance of single nucleotide polymorphisms (SNPs) in genes encoding matrix metalloproteinases (MMP)-1,-2,-3,-9,tissue inhibitors of metalloproteinases (TIMP)-1,-2 and tumor necrosis factor (TNF)-α in the etiopathogenesis of inflammatory bowel diseases (IBD),that may enhance susceptibility and/or disease severity. METHODS:Genomic DNA from 134 Crohn's disease (CD),111 ulcerative colitis (UC) patients and 248 control subjects was isolated from resected intestinal tissue or blood. Allelic composition at SNP loci was determined by PCR-RFLP or tetra primer ARMS PCR. RESULTS:The TIMP-1 genotype TT in women and T in men at SNP +372 T/C was found to increase CD susceptibility (39% vs 23.8%,P=0.018 and 67.9% vs 51.6%,P=0.055,respectively),while women with this genotype were less prone to development of fistulae during follow-up (41.4% vs 68.3%,P=0.025). Male IBD or CD patients carrying the TIMP-1 +372 T-allele expressed lower levels of TIMP-1 in surgically resected macroscopically inflamed tissue (0.065 < P < 0.01). The 5T5T genotype at MMP-3 SNP -1613 5T/6T increased the chance of stenotic complications in CD during follow-up (91.2% vs 71.8%,P = 0.022) but seemed to protect against colonic involvement of this disease at first endoscopic/radiologic examination (35.3% vs 59.5%,P=0.017). CONCLUSION:Allelic composition at the examinedSNPs in genes coding for TIMP-1 and MMP-3 affect CD susceptibility and/or phenotype,i.e.,fistulizing disease,stricture pathogenesis and first disease localisation. These findings reinforce the important role of these proteins in IBD. 展开更多
关键词 Crohn's disease Ulcerative colitis Matrix metalloproteinases Inhibitors of matrix metalloproteinases single nucleotide gene polymorphisms
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Clinical significance of NOD2/CARD15 and Toll-like receptor 4 gene single nucleotide polymorphisms in inflammatory bowel disease 被引量:8
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作者 Luciana Rigoli Claudio Romano +12 位作者 Rosario Alberto Caruso Maria A Lo Presti Chiara Di Bella Vincenzo Procopio Giuseppina Lo Giudice Maria Amorini Giuseppe Costantino Maria D Sergi Caterina Cuppari Giovanna Elisa Calabrò Romina Gallizzi Carmelo Damiano Salpietro Walter Fries 《World Journal of Gastroenterology》 SCIE CAS CSCD 2008年第28期4454-4461,共8页
AIM: To evaluate the role of genetic factors in the pathogenesis of Crohn's disease (CD) and ulcerative colitis (UC), we investigated the single nucleotide polymorphisms (SNPs) of NOD2/CARD15 (R702W, Gg08R an... AIM: To evaluate the role of genetic factors in the pathogenesis of Crohn's disease (CD) and ulcerative colitis (UC), we investigated the single nucleotide polymorphisms (SNPs) of NOD2/CARD15 (R702W, Gg08R and L1007finsC), and Toll-like receptor 4 (TLR4) genes (D299G and T399I) in a selected inflammatory bowel disease (IBD) population coming from Southern Italy. METHODS: Allele and genotype frequencies of NOD2/ CARD15 (R702W, Gg08R and L1007finsC) and TLR4 (D299G and T399I) SNPs were examined in 133 CD patients, in 45 UC patients, and in 103 healthy controls. A genotype-phenotype correlation was performed. RESULTS: NOD2/CARD15 R702W mutation was significantly more frequent in CD (9.8%) than in controls (2.4%, P = 0.001) and in UC (2.3%, P = 0.03). No significant difference was found between UC patients and control group (P 〉 0.05). In CD and UC patients, no significant association with G908R variant was found. L1007finsC SNP showed an association with CD (9.8%) compared with controls (2.9%, P = 0.002) and UC patients (2.3%, P = 0.01). Moreover, in CD patients, G908R and L1007finsC mutations were significantly associated with different phenotypes compared to CD wild-type patients. No association of IBD with the TLR4 SNPs was found in either cohort (allele frequencies: D299G-controls 3.9%, CD 3.7%, UC 3.4%, P 〉 0.05; T399I-controls 2.9%, CD 3.0%, UC 3.4%, P 〉 0.05). CONCLUSION: These findings confirm that, in our IBD patients selected from Southern Italy, the NOD2/ CARD15, but not TLR4 SNPs, are associated with increased risk of CD. 展开更多
关键词 Crohn's disease Ulcerative colitis NOD2/ CARD15 gene Toll-like receptor 4 gene single nucleotide polymorphisms
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Correlation between single nucleotide polymorphism of rs3811047 in IL-1 F7 gene and rheumatoid arthritis susceptibility among Han population in central plains of China 被引量:2
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作者 Li-Pu Shi Ya He Zhi-Dui Liu 《Asian Pacific Journal of Tropical Medicine》 SCIE CAS 2013年第1期73-75,共3页
Objective:To discuss the association between single nucleotide polymorphism(SNP) of rs3811047 in IL-1 F7 gene and rheumatoid arthritis(RA) susceptibility among the Han population in central plains of China.Methods:A t... Objective:To discuss the association between single nucleotide polymorphism(SNP) of rs3811047 in IL-1 F7 gene and rheumatoid arthritis(RA) susceptibility among the Han population in central plains of China.Methods:A total of 276 RA patients admitted to our hospital from December 2009 to December 2011 together with 276 healthy physical examinees in the same period were chosen as the subjects.The typing for rs3811047 SNP in IL-1 F7 gene was carried out by using ligase detection reaction and polymerase chain reaction technique.And the frequency of each allele and genotypes distribution was calculated so as to evaluate the association between genotype distribution and RA susceptibility.Results:The frequency of A allele of rs3811047 in IL-1 F7 gene in RA group and control group was 16.27%and 17.68%,respectively,and that of G allele in two groups was 83.73%and 82.32%,respectively.The difference between two groups wasn’t statistical significant(P 】0.05).The frequency of genotype AA,AG and GG in RA group was 2.19%,27.84%and 69.97%,respectively,while that in control group was 2.94%,29.78%and 67.28%, respectively.The difference of distribution of three genotypes was not statistically significant (P 】0.05).RA patients with A allele were better than those without A allele in joint swelling index, rest pain,HAQ scoring and blood sedimentation.There was significant difference between two groups in above indexes(P【0.05/P【0.01).Conclusions:No significant correlation between RA susceptibility among the Han population in central plains of China and rs3811047 SNP inIL-1 F7 gene is observed.However,A allele of rs3811047 has certain influence on the condition of RA patients. 展开更多
关键词 RHEUMATOID ARTHRITIS IL-1 F7 gene single NUCLEOTIDE polymorphism SUSCEPTIBILITY
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Association of single nucleotide polymorphisms of brain-derived neurotrophic factor gene and multidrug resistance 1 gene to refractory epilepsy in Chinese Han children 被引量:2
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作者 Guangxin Wang Zuocheng Yang +1 位作者 Ruifeng Jin Ruopeng Sun 《Neural Regeneration Research》 SCIE CAS CSCD 2009年第11期901-906,共6页
BACKGROUND: There are two hypotheses for the underlying cause of refractory epilepsy: "target" and "transport". Studies have shown that brain-derived neurotrophic factor (BDNF) is over-expressed in refractory ... BACKGROUND: There are two hypotheses for the underlying cause of refractory epilepsy: "target" and "transport". Studies have shown that brain-derived neurotrophic factor (BDNF) is over-expressed in refractory epilepsy. Multidrug resistance 1 (MDR1) gene encodes for P-glycoprotein, the primary ATP-binding cassette transporter in the human body. Some single nucleotide polymorphisms of the MDR1 gene have been associated with refractory epilepsy. OBJECTIVE: To investigate the association between BDNF gene C270T polymorphism and MDR1 T-129C polymorphism with refractory epilepsy in Chinese Han children through the use of polymerase chain reaction (PCR)-restriction fragment length polymorphism analysis. DESIGN, TIME AND SETTING: A case-control, genetic association study was performed at the Central Laboratory, Third Xiangya Hospital of Central South University from June 2005 to November 2007. PARTICIPANTS: A total of 84 cases of unrelated children with epilepsy, including 41 cases of refractory epilepsy and 43 cases of drug-responsive epilepsy, were enrolled. An additional 30 healthy, Chinese Han children, whose ages and gender matched the refractory epilepsy patients, were selected as normal controls. METHODS: Venous blood was collected and genomic DNA was extracted from the blood specimens. C270T polymorphism in BDNF gene and T-129C polymorphism in MDR1 gene were genotyped using PCR-restriction fragment length polymorphism analysis. Association analysis using the Ftest and Chi-square test was statistically performed between C270T polymorphism in BDNF gene and T-129C polymorphism in MDR1 gene and refractory epilepsy. MAIN OUTCOME MEASURES: The distribution of genotypes and allele frequencies of C270T polymorphism in BDNF gene and T-129C polymorphism in MDR1 gene. RESULTS: The distribution of CC, CT, and TT genotypes, as well as C and T allele frequencies, in the BDNF gene was not significantly different between the refractory epilepsy group, drug-responsive epilepsy group, or the normal control group (P 〉 0.05). The distribution of TT genotype and T allele frequencies of the MDR1 gene was significantly different in the refractory epilepsy group compared with the drug-responsive epilepsy and normal control groups (P 〈 0.05). Comparison of haplotype combinations demonstrated that there were no significant differences in combinations of TT+CC, -FI-+CT, TC+CC, and TC+CT among the three groups (P 〉 0.05). CONCLUSION: C270T polymorphism of the BDNF gene was not associated with refractory epilepsy in Chinese Han children, but T-129C polymorphism in the MDR1 gene was associated with refractory epilepsy in Chinese Han children. The TT genotype and T allele frequencies could serve as susceptibility loci for refractory epilepsy. Interactions between C270T in BDNF gene and T-129C in MDR1 gene were not observed in refractory epilepsy in Chinese Han children. 展开更多
关键词 brain-derived neurotrophic factor gene multidrug resistance 1 gene single nucleotide polymorphisms CHILDREN refractory epilepsy
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Genetic dissection and origin of pleiotropic loci underlying multilevel fiber quality traits in upland cotton(Gossypium hirsutum L.) 被引量:1
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作者 Hongge Li Shurong Tang +7 位作者 Zhen Peng Guoyong Fu Yinhua Jia Shoujun Wei Baojun Chen Muhammad Shahid Iqbal Shoupu He Xiongming Du 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2024年第10期3250-3263,共14页
Cotton fiber quality is a persistent concern that determines planting benefits and the quality of finished textile products.However,the limitations of measurement instruments have hindered the accurate evaluation of s... Cotton fiber quality is a persistent concern that determines planting benefits and the quality of finished textile products.However,the limitations of measurement instruments have hindered the accurate evaluation of some important fiber characteristics such as fiber maturity,fineness,and neps,which in turn has impeded the genetic improvement and industrial utilization of cotton fiber.Here,12 single fiber quality traits were measured using Advanced Fiber Information System(AFIS)equipment among 383 accessions of upland cotton(Gossypium hirsutum L.).In addition,eight conventional fiber quality traits were assessed by the High Volume Instrument(HVI)System.Genome-wide association study(GWAS),linkage disequilibrium(LD)block genotyping and functional identification were conducted sequentially to uncover the associated elite loci and candidate genes of fiber quality traits.As a result,the previously reported pleiotropic locus FL_D11 regulating fiber length-related traits was identified in this study.More importantly,three novel pleiotropic loci(FM_A03,FF_A05,and FN_A07)regulating fiber maturity,fineness and neps,respectively,were detected based on AFIS traits.Numerous highly promising candidate genes were screened out by integrating RNA-seq and qRT-PCR analyses,including the reported GhKRP6 for fiber length,the newly identified GhMAP8 for maturity and GhDFR for fineness.The origin and evolutionary analysis of pleiotropic loci indicated that the selection pressure on FL_D11,FM_A03 and FF_A05 increased as the breeding period approached the present and the origins of FM_A03 and FF_A05 were traced back to cotton landraces.These findings reveal the genetic basis underlying fiber quality and provide insight into the genetic improvement and textile utilization of fiber in G.hirsutum. 展开更多
关键词 upland cotton single fiber quality pleiotropic loci candidate genes locus origin
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Association of single nucleotide polymorphism of vitamin D receptor gene start codon and the suscepbility to prostate cancer in Han nationality in Hubei, China 被引量:2
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作者 YiYang Shao-GangWang Zhang-QunYe Wei-MinYang 《Asian Journal of Andrology》 SCIE CAS CSCD 2004年第3期248-248,共1页
Aim: To investigate the single nucleotide polymorphism of vitamin D receptor (VDR) gene start codon in the Han nationality in Hubei and its relationship to the susceptibility to prostate cancel (PCa). Methods: The VDR... Aim: To investigate the single nucleotide polymorphism of vitamin D receptor (VDR) gene start codon in the Han nationality in Hubei and its relationship to the susceptibility to prostate cancel (PCa). Methods: The VDR genotypes were determined by poly-merase chain reaction-restriction fragment length polymorphism (PCR-RFLP) in 80 patients with PCa and 96 normal male controls from the Han nationality in Hubei, using endonuclease Fok. Direct sequencing was done in part of the PCR products. Results: The frequency distribution of Fok I alleles in this cohort all followed the Hardy-Weinberg equilibrium. The distribution of genotypes and alleles had no significant difference between PCa patients and the controls (P>0.05). Conclusion: There was no significant relationship between Fok I polymorphism of VDR gene start codon and PCa in the Han nationality in Hubei. 展开更多
关键词 prostate cancer vitamin D receptor gene start codon single nucleotide polymorphism Han nationality
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Single nucleotide polymorphisms in intron 1 and intron 2 of Larimichthys crocea growth hormone gene are correlated with growth traits 被引量:10
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作者 倪静 尤锋 +5 位作者 许建和 徐冬冬 文爱韵 吴志昊 徐永立 张培军 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2012年第2期279-285,共7页
The growth hormone gene (GH) affects animal growth and is a potential target for genetic studies of variation related to growth traits. In this study, we analyzed single nucleotide polymorphisms (SNPs) in GH intron re... The growth hormone gene (GH) affects animal growth and is a potential target for genetic studies of variation related to growth traits. In this study, we analyzed single nucleotide polymorphisms (SNPs) in GH intron regions and their associations with growth traits in large yellow croaker, Larimichthys crocea, from Zhejiang and Fujian stocks. The results of PCR-single strand conformation polymorphism showed two haplotypes of intron 1, named AA and AB genotypes, in Zhejiang stock. AB exhibited an SNP at position 196 (G A) that was negatively correlated with body height and positively correlated with standard length/body height (P 0.05). Two different genotypes, CC and CD, were identified in intron 2 in Fujian stock, with CD showing an SNP at position 692 (T C). The CD genotype had a significantly positive correlation with both weight and total length (P 0.01). These basic data highlight the potential for using GH as a genetic marker of fish growth in marker assisted selection. 展开更多
关键词 large yellow croaker (Larimichthys crocea) growth hormone gene (GH) PCR-single strandconformation polymorphism (PCR-SSCP) single nucleotide polymorphism (SNP) growth trait
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Single and Mitochondrial Gene Inheritance Disorder Prediction Using Machine Learning 被引量:2
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作者 Muhammad Umar Nasir Muhammad Adnan Khan +3 位作者 Muhammad Zubair Taher MGhazal Raed A.Said Hussam Al Hamadi 《Computers, Materials & Continua》 SCIE EI 2022年第10期953-963,共11页
One of the most difficult jobs in the post-genomic age is identifying a genetic disease from a massive amount of genetic data.Furthermore,the complicated genetic disease has a very diverse genotype,making it challengi... One of the most difficult jobs in the post-genomic age is identifying a genetic disease from a massive amount of genetic data.Furthermore,the complicated genetic disease has a very diverse genotype,making it challenging to find genetic markers.This is a challenging process since it must be completed effectively and efficiently.This research article focuses largely on which patients are more likely to have a genetic disorder based on numerous medical parameters.Using the patient’s medical history,we used a genetic disease prediction algorithm that predicts if the patient is likely to be diagnosed with a genetic disorder.To predict and categorize the patient with a genetic disease,we utilize several deep and machine learning techniques such as Artificial neural network(ANN),K-nearest neighbors(KNN),and Support vector machine(SVM).To enhance the accuracy of predicting the genetic disease in any patient,a highly efficient approach was utilized to control how the model can be used.To predict genetic disease,deep and machine learning approaches are performed.The most productive tool model provides more precise efficiency.The simulation results demonstrate that by using the proposed model with the ANN,we achieve the highest model performance of 85.7%,84.9%,84.3%accuracy of training,testing and validation respectively.This approach will undoubtedly transform genetic disorder prediction and give a real competitive strategy to save patients’lives. 展开更多
关键词 genetic disorder machine learning deep learning single gene inheritance gene disorder mitochondrial gene inheritance disorder
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Isolation,expression and single nucleotide polymorphisms(SNPs) analysis of LACCASE gene(LkLAC8) from Japanese larch(Larix kaempferi) 被引量:1
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作者 Changyong Liu Yunhui Xie +2 位作者 Min Yi Shougong Zhang Xiaomei Sun 《Journal of Forestry Research》 SCIE CAS CSCD 2017年第5期891-902,共12页
Nucleotide diversity (pi) and linkage disequilibrium (LD) analysis based on SNP marker could provide a sound basis for choosing an association analysis method. Japanese larch (Larix kaempferi) is an important timber c... Nucleotide diversity (pi) and linkage disequilibrium (LD) analysis based on SNP marker could provide a sound basis for choosing an association analysis method. Japanese larch (Larix kaempferi) is an important timber coniferous tree species for pulping and papermaking, but its high lignin content has significantly restricted it application potential. In this study, the LACCASE gene, that plays an important regulatory role for lignin biosynthesis, was selected as research target. The full-length cDNA and genomic sequences of the encoding LkLAC8 gene were isolated from the LACCASE expressed sequence tags of the Japanese larch transcriptome database using the rapid amplification of cDNA ends-polymerase chain reaction (RACE-PCR). The cDNA was determined to be 1940 bp, with an open reading frame (ORF, 1734 bp) that encoded a protein of 577 AA. This protein contains four highly specific Cu2+ binding sites and 11 glycosylation sites, thus belonging to the LACCASE family. The deduced protein sequence shared an 89% identity with the PtaLAC from Pinus taeda. A real-time PCR analysis showed that the LkLAC8 transcript was expressed predominantly in mature xylem, with moderate levels in the immature xylem, cambium and mature leaves, the lowest in the roots. Lastly, the genomic sequences of LkLAC8 in 40 individuals from six naturally distributed populations of Japanese larch were amplified, and a total of 201 SNPs (103 and 98 mutation types of transition and transversion, respectively) were detected; the frequency of the SNPs was 1/19 bp. Nucleotide diversity among the six populations ranged from 0.0034 to 0.0053, which suggested that there were no significant differences among the populations. The LD analysis showed that the LD level decayed rapidly within the increasing length of the LkLAC8 gene. These results implied that LD mapping and association analysis based on candidate gene may be feasible for the marker-assisted breeding of new germplasms with low lignin in Japanese larch. 展开更多
关键词 gene cloning LACCASE Larix kaempferi Linkage disequilibrium Real-time PCR single nucleotide polymorphisms
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Analysis of Single Nucleotide Polymorphism in Human Paraoxonase 1 Gene(Q192R) with Matrix-assisted Laser Desorption/Ionization Time-of-flight Mass Spectrometry 被引量:1
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作者 SUN Ya-dong SUN Shu-chen +2 位作者 WANG Zhi YANG Yang ZHANG Jin 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2006年第3期394-396,共3页
Introduction Single nucleotide polymorphisms (SNPs) are the most abundant DNA markers in the human genome occurring at a frequency of one in every 500--1000 nucleotides. A variety of methods have been used for the ... Introduction Single nucleotide polymorphisms (SNPs) are the most abundant DNA markers in the human genome occurring at a frequency of one in every 500--1000 nucleotides. A variety of methods have been used for the analysis of single nucleotide polymorphisms, including restriction fragment length polymorphism (RFLP), direct sequencing by using laser-induced fluorescence detectionTM, fluorescence energy transfer, MALDI-TOF MS combined with primer extension or invasive cleavage, and fluorescence polarization. During the past two decades, mass spectrometry has become a very popular tool in the analysis of biomolecules and is perfectly suited to the analysis of single nucleotide polymorphisms (SNPs) due to its speed, low cost, and accuracy. In this work, we used MALDI TOF mass spectrometry to detect the fragments of restriction endonuclease hydrolysis of PCR products flanking a SNP located at paraoxonase 1(Q192R). Compared with electrophoresis, this method requires less time of analysis and possess a higher accuracy. 展开更多
关键词 single nucleotide polymorphism Human paraoxonase 1 gene Matrix-assisted laser desorption/ionizationtime-of-flight mass spectrometry
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Genetic association analysis of CLEC5A and CLEC7A gene single-nucleotide polymorphisms and Crohn’s disease 被引量:1
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作者 Nagi Elleisy Sarah Rohde +6 位作者 Astrid Huth Nicole Gittel Anne Glass Steffen Moller Georg Lamprecht Holger Schaffler Robert Jaster 《World Journal of Gastroenterology》 SCIE CAS 2020年第18期2194-2202,共9页
BACKGROUND Crohn’s disease(CD)is characterized by a multifactorial etiology and a significant impact of genetic traits.While NOD2 mutations represent well established risk factors of CD,the role of other genes is inc... BACKGROUND Crohn’s disease(CD)is characterized by a multifactorial etiology and a significant impact of genetic traits.While NOD2 mutations represent well established risk factors of CD,the role of other genes is incompletely understood.AIM To challenge the hypothesis that single nucleotide polymorphisms(SNPs)in the genes CLEC5 A and CLEC7 A,two members of the C-type lectin domain family of pattern recognition receptors,may be associated with CD.METHODS SNPs in CLEC5 A,CLEC7 A and the known CD risk gene NOD2 were studied using real time PCR-based SNP assays.Therefore,DNA samples from 175 patients and 157 healthy donors were employed.Genotyping data were correlated with clinical characteristics of the patients and the results of gene expression data analyses.RESULTS In accordance with previous studies,rs2066844 and rs2066847 in NOD2 were found to be significantly associated with CD(allelic P values=0.0368 and 0.0474,respectively).Intriguingly,for genotype AA of rs1285933 in CLEC5 A,a potential association with CD(recessive P=0.0523;odds ratio=1.90)was observed.There were no associations between CD and SNPs rs2078178 and rs16910631 in CLEC7 A.Variants of rs1285933 had no impact on CLEC5 A gene expression.In contrast,genotype-dependent differences of CXCL5 expression in peripheral blood mononuclear cells were observed.There is no statistical interactionbetween the tested SNPs of NOD2 and CLEC5 A,suggesting of a novel pathway contributing to the disease.CONCLUSION Our data encourage enlarged follow-up studies to further address an association of SNP rs1285933 in CLEC5 A with CD.The C-type lectin domain family member also deserves attention regarding a potential role in the pathophysiology of CD. 展开更多
关键词 Crohn’s disease single nucleotide polymorphisms NOD2 CLEC5A gene expression CXCL5
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Gene-gene,gene-environment,gene-nutrient interactions and single nucleotide polymorphisms of inflammatory cytokines 被引量:4
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作者 Amina Nadeem Sadaf Mumtaz +4 位作者 Abdul Khaliq Naveed Muhammad Aslam Arif Siddiqui Ghulam Mustafa Lodhi Tausif Ahmad 《World Journal of Diabetes》 SCIE CAS 2015年第4期642-647,共6页
Inflammation plays a significant role in the etiology of type 2 diabetes mellitus(T2DM).The rise in the pro-inflammatory cytokines is the essential step in glucotoxicity and lipotoxicity induced mitochondrial injury,o... Inflammation plays a significant role in the etiology of type 2 diabetes mellitus(T2DM).The rise in the pro-inflammatory cytokines is the essential step in glucotoxicity and lipotoxicity induced mitochondrial injury,oxidative stress and beta cell apoptosis in T2 DM.Among the recognized markers are interleukin(IL)-6,IL-1,IL-10,IL-18,tissue necrosis factor-alpha(TNF-α),C-reactive protein,resistin,adiponectin,tissue plasminogen activator,fibrinogen and heptoglobins.Diabetes mellitus has firm genetic and very strong environmental influence; exhibiting a polygenic mode of inheritance.Many single nucleotide polymorphisms(SNPs) in various genes including those of pro and antiinflammatory cytokines have been reported as a risk for T2 DM.Not all the SNPs have been confirmed by unifying results in different studies and wide variations have been reported in various ethnic groups.The inter-ethnic variations can be explained by the fact that gene expression may be regulated by gene-gene,gene-environment and gene-nutrient interactions.This review highlights the impact of these interactions on determining the role of single nucleotide polymorphism of IL-6,TNF-α,resistin and adiponectin in pathogenesis of T2 DM. 展开更多
关键词 Cytokines gene-ENVIRONMENT INTERACTION Diabetes MELLITUS single NUCLEOTIDE polymorphism gene-gene INTERACTION
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Preliminary study of single nucleotide polymorphisms of PRPS2 gene in overproducing type of gouty patients 被引量:2
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作者 YIN Yan hui,ZHU Xun (Department of Immunology, School of Basic Medical Sciences, Jilin University,Changchun 130021 China) 《白求恩医科大学学报》 CSCD 北大核心 2001年第3期229-231,共3页
目的 :探讨编码人磷酸核糖焦磷酸合成酶亚单位 2的基因 PRPS2单核苷酸多态性与产生过剩型痛风患者的关系。方法 :利用聚合酶链反应扩增健康人和产生过剩型痛风患者 PRPS2基因全部外显 (包括外显子与内含子交界区 )的片段 ,采用多荧光标... 目的 :探讨编码人磷酸核糖焦磷酸合成酶亚单位 2的基因 PRPS2单核苷酸多态性与产生过剩型痛风患者的关系。方法 :利用聚合酶链反应扩增健康人和产生过剩型痛风患者 PRPS2基因全部外显 (包括外显子与内含子交界区 )的片段 ,采用多荧光标记的 PCR单链构象多态性分析技术对扩增的片段进行了筛选 ,对筛选到的片段进行序列测定 ,并与正常序列进行对照分析。结果 :在 PRPS2基因的第一个外显子区发现了一个 SNP( exon1+45A/G) ,第六个内含子区发现了一个 SNP ( intron6+12G/A) ,健康人与患者间的频率比较分别为 P =0 .0 96和 P =0 .2 73。结论 :提供了 PRPS2基因 SNP的数据库信息 ,为研究痛风发病机制提供了新的途径。 展开更多
关键词 痛风 发病机制 PRPS2基因 基因多态性 DNA MF-PCR-SSCP
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Significant association of a single nucleotide polymorphism in the upstream region of FGFR1OP2/wit3.0 gene with residual ridge resorption of mandible in Saudis
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作者 Sahar ALZAIN Hana AL SHEIKH +5 位作者 Arwa AL THOMALI Fatimah AL-MUKAYNIZI Noha ALMOBEREK Sahar A.ALMALKI Narasimha Reddy PARINE Arjumand WARSY 《BIOCELL》 SCIE 2020年第1期55-62,共8页
Residual ridge resorption(RRR)is the decrease in the jaw structure that follows tooth extraction.It is a multifactorial disorder,but reports on the associated genetic factors are scarce,particularly amongst the Saudis... Residual ridge resorption(RRR)is the decrease in the jaw structure that follows tooth extraction.It is a multifactorial disorder,but reports on the associated genetic factors are scarce,particularly amongst the Saudis.This study aimed to investigate the role of single nucleotide polymorphisms(SNPs)in fibroblast growth factor receptor 1 oncogene partner 2(FGFR1OP2)in RRR development in Saudis.The study included 192 individuals(RRR=96;controls=96)attending outpatient clinics at the College of Dentistry,King Saud University.Demographic and clinical data were collected,the digital panoramic dental radiograph was obtained,and mandibular residual ridge height was measured.DNA was extracted from saliva and genotyping was conducted on“Sequenom MassARRAY iPLEX”.Genotype and allele frequencies of three SNPs were calculated and compared.The age at first diagnosis and bone height were compared in the three genotypes of each SNP.The age of the patients,age at first edentulism,and bone height ranged 21-80 years,12-70 years,and 13-34.6 mm,respectively.All three genotypes of the studied SNPs(rs2279351,rs78054962 and rs2306852)were identified.SNP rs2279351 associated significantly with RRR,and the mutant C allele was highly predisposing.No association was observed for the other two SNPs.The genotypes of all SNPs had an influence on age at first edentulism and bone height,but the results were not statistically different.Since FGFR1OP2 plays a role in the process of rapid wound healing in the oral cavity,it may be playing a role in the development of RRR by influencing the rate of resorption of the jawbone.SNP rs2279351 may alter its expression and hence RRR development.This study is limited due to small a sample size,and further large-scale studies are required to confirm this association and to consider rs2279351 as a possible marker of RRR development. 展开更多
关键词 Bone resorption FGFR1OP2/wit3.0 gene Residual ridge resorption single nucleotide polymorphisms
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Single Nucleotide Polymorphism Genotyping of Calpastatin Gene Using the ARMS Compared with the RFLP
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作者 P. Tavitchasri J. Sethakul +1 位作者 C. Kanthapanit W. Wajjwalku 《Journal of Agricultural Science and Technology(A)》 2011年第2X期164-169,共6页
Calpastatin is an endogenous inhibitor of calpain which is responsible for the breakdown of myofibrillar proteins, The association of Single Nucleotide Polymorphism (SNP) in the calpastatin gene with meat tenderness... Calpastatin is an endogenous inhibitor of calpain which is responsible for the breakdown of myofibrillar proteins, The association of Single Nucleotide Polymorphism (SNP) in the calpastatin gene with meat tenderness is an important topic in meat production. Therefore efficient procedure to investigate the SNP is necessary. The objectives of this study were to detect the SNP of calpastatin gene at domain L marker (G/C transversion) of the Kamphaengsaen beef breed (KPS cattle; n = 26) by the Amplification Refractory Mutation System (ARMS) compared with the Restriction Fragment Length Polymorphism (RFLP) methods and to determine the genotypes of the KPS cattle at that marker. Genomic DNA of calpastatin gene extracted from blood of the KPS cattle was detected with ARMS and RFLP methods. The ARMS system has utilized two primer pairs to amplify the two different alleles of a polymorphism in single PCR reaction to detected single base mutation. In this method, the alleles-specific primers had a mismatch at 3' terminal base and a second deliberate mismatch at position -2 from 3' terminus. While the RFLP method detected a polymorphism using PCR-base technique follow by RsaI restriction enzyme. Amplification of the ARMS method revealed that the results were not different from the conventional method of RFLP. Analysis of genotypes revealed that the KPS cattle inherited the CC, CG and GG genotypes at domain L marker. These were reliable when verified by nucleotide sequence analysis of PCR products. The animals were genotyped and determined for tenderness phenotype with this marker that predicted variation of an intronic polymorphism at domain L of the calpastatin gene. Therefore, the ARMS method was simple, efficient technique, and suitable for detecting SNP at domain L marker of the calpastatin gene. 展开更多
关键词 single Nucleotide Polymorphism (SNP) Amplification Refractory Mutation System (ARMS) Restriction FragmentLength Polymorphism (RFLP) calpastatin gene meat tenderness.
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