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Difference in hTERT Gene Expressions between HbsAg-Positive and HbsAg-Negative Hepatocellular Carcinoma 被引量:2
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作者 郭悦青 周旭 +4 位作者 刘恩宇 李兴睿 刘谨文 杨志芳 易继林 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2005年第3期303-306,共4页
To investigate the difference in expression of hTERT gene between HbsAg-positive human hepatocellular carcinoma (HCC) and HbsAg-negative HCC and to explore the relationship between HBV infection and hTERT gene express... To investigate the difference in expression of hTERT gene between HbsAg-positive human hepatocellular carcinoma (HCC) and HbsAg-negative HCC and to explore the relationship between HBV infection and hTERT gene expression in HCC. The expression of hTERT protein in 30 cases of HbsAg positive HCC and 17 cases of HbsAg negative HCC was detected by immunohistochemistry (SP method), and the expression of hTERT mRNA was analyzed by reverse transcription polymerase chain reaction (RT-PCR). t-test, Chi-squared test and cochran- armitage trend test were used to see whether there was an interrelation between HBsAg and hTERT gene in HCC. The expression of hTERT protein was mostly located in plasm and occasionally in the nucleus of liver cancer cells. The positive rate of hTERT protein and hTERT mRNA in HbsAg positive HCC- 93.33 % (28/30) and 83.33 % (25/30) respectively which were much higher than those in HbsAg negative HCC- 52.94 % (9/17), 47.06 % (8/17) (P<0.01) respectively. HbsAg is related to hTERT gene expression in human hepatocellular carcinoma. The hTERT gene activated by the efficacious ingredient of HBV may play an important role in hepatocellular transformation and carcinogenesis. 展开更多
关键词 HBSAG Carcinoma hepatocellular HTERT gene expression
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Analysis ofβ-furanosidase Activity and Gene Expression in the Midgut of Fifth-instar Silkworm(Bombyx mori)Larvae
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作者 Weike YANG Changxiong HU +2 位作者 Qiongyan LI Zenghu LIU Fenfen TANG 《Agricultural Biotechnology》 2026年第1期1-4,共4页
[Objectives]The present study was conducted to investigate the change rule ofβ-fructofuranosidase gene expression and its enzyme activity in the midgut of 5 th instar silkworm(Bombyx mori),in order to provide a refer... [Objectives]The present study was conducted to investigate the change rule ofβ-fructofuranosidase gene expression and its enzyme activity in the midgut of 5 th instar silkworm(Bombyx mori),in order to provide a reference for illustrating the enzymatic mechanism of usingβ-fructofuranosidase to absorb sucrose nutrition from mulberry leaves.[Methods]Real-time fluorescent quantitative PCR was applied to analyze the expression of BmSuc1 and BmSuc2 in midgut of 5 th-instar silkworm larvae,meanwhile the activities ofβ-fructofuranosidase was determined.[Results]BmSuc1 was expressed in the midgut of 5 th-instar silkworm larvae at different developmental stages.Its expression was upregulated at the beginning of the 5 th instar and during the peak feeding period,whereas BmSuc2 expression remained very low throughout the entire 5 th instar.The activity ofβ-fructofuranosidase was relatively high during the peak feeding period of 5 th-instar larvae,showing a trend of increasing first and then decreasing.[Conclusions]The expression pattern of the BmSuc1 gene and the changes inβ-fructofuranosidase activity were generally consistent with the physiological process of sugar nutrient absorption and utilization from mulberry leaves in 5 th-instar silkworms.It suggests that BmSuc1,as a sucrose hydrolase gene,plays a major role in the digestion and absorption of sucrose nutrients from mulberry leaves in the midgut tissue. 展开更多
关键词 Bombyx mori Β-FRUCTOFURANOSIDASE BmSuc1 BmSuc2 gene expression
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Genes Expression Profile Difference in Peripheral Blood Between Esophageal Carcinoma Patients and Normal Subjects 被引量:1
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作者 钱丽娟 许沈华 +3 位作者 牟瀚舟 冯建国 朱赤红 刘祥麟 《The Chinese-German Journal of Clinical Oncology》 CAS 2005年第5期279-283,324,共6页
Objective: To study the genes expression profile differences in the peripheral blood between esophageal carcinoma patients and normal subjects using the gene chip technique and screen out the esophageal early concera... Objective: To study the genes expression profile differences in the peripheral blood between esophageal carcinoma patients and normal subjects using the gene chip technique and screen out the esophageal early conceration associated genes. Methods: The total RNA was extracted and purified in the peripheral blood obtained from the patients with esophageal carcinoma and normal subjects. The first strand of cDNA was synthesized through retro-transcription and labeled with Cy5 and Cy3 fluorescence as probes. The mixed probes were hybridized with a piece of 4096 double dot human whole gene chip. The acquired image was analyzed by microarrav suite software using a digital computer, and the intensity of ttuorescence signal and its ratio were calculated. Results: A total of 92 genes were screened out and its expression difference was more than 2 times in the peripheral blood between the patients with esophageal carcinoma and normal subjects. Among these, the expression difference of 36 genes was more than 3 times. Two human urokinase plasminogen activator surface receptor (UPAR) genes, 80K-L protein gene, human protein tyrosine-phosphatase gent arid proto-oncogene protein mRNA were significantly up-regulated, while the collagen V type (α-2 gene was markedly down-regulated. Conclusion: 80K-L protein gene, tyrosinephophatase gene, proto-oncogene protein arid the collagen V type α-2 gene might be associated with the ontogenesis, development and its metastasis in the esophageal carcinoma. The UPAR gene may play important roles in the diagnosing the micrometastasis in the peripheral blood of esophageal carcinoma. 展开更多
关键词 human esophageal carcinoma: peripheral blood gene expression profile
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Cell cycle and HIF-1 related gene expression alteration in thyroid cell lines under microgravity
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作者 JONG-HYUK AHN JIN WOOK YI 《Oncology Research》 2025年第8期1909-1931,共23页
Background:With growing interest in space exploration,understanding microgravity’s impact on human health is essential.This study aims to investigate gene expression changes and migration and invasion potential infive... Background:With growing interest in space exploration,understanding microgravity’s impact on human health is essential.This study aims to investigate gene expression changes and migration and invasion potential infive thyroid-related cell lines cultured under simulated microgravity.Methods:Five thyroid-related cell lines—normal thyrocytes(Nthy-ori 3-1),papillary thyroid cancer(PTC)cells(SNU-790,TPC-1),poorly differentiated thyroid cancer cell(BCPAP),and anaplastic thyroid cancer cell(SNU-80)—were cultured under simulated microgravity(10-3 g)using a clinostat.Differentially expressed genes(DEGs)were analyzed using cDNA microarray,followed by functional annotation and assessment of aggressiveness via Transwell migration and invasion assays.Results:DEG analysis under simulated microgravity revealed distinct gene expression profiles by gravity condition,with 2980 DEGs in SNU-790,1033 in BCPAP,562 in TPC-1,477 in Nthy-ori 3-1,and 246 in SNU-80,as confirmed by hierarchical clustering.In PTC cell lines(SNU-790,TPC-1),G2–M phase–related genes were upregulated.In non-PTC cell lines(BCPAP,SNU-80),genes associated with innate immune response,Toll-like receptor signaling,were upregulated,whereas Hypoxia-Inducible Factor 1-alpha(HIF-1α)signaling-related genes were downregulated.Additionally,under simulated microgravity,significant migration was observed in SNU-790(3×104 cells)and BCPAP(2×104 and 3×104),while significant invasion occurred in SNU-790,Nthy-ori 3-1,and BCPAP at a seeding density of 2×104.Other conditions showed no significant differences.Conclusion:This study comprehensively evaluates the effects of simulated microgravity using a diverse panel of thyroid-related cell lines.Thesefindings provide valuable insight into how microgravity could influence cancer biology,emphasizing the importance of further research on cancer behavior in space environments and its implications for human health during long-term space missions. 展开更多
关键词 WEIGHTLESSNESS Space simulation Thyroid neoplasms cDNA microarray gene expression profiling gene ontologies Cell migration assays
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Effects of glyphosate,antibiotics,and an anticoccidial drug on pancreatic gene expression and blood physiology in broilers
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作者 Georgi Yu.LAPTEV Daria G.TIURINA +13 位作者 Elena A.YILDIRIM Elena P.GORFUNKEL Larisa A.ILINA Valentina A.FILIPPOVA Andrei V.DUBROVIN Alisa S.DUBROVINA Evgeni A.BRAZHNIK Natalia I.NOVIKOVA Veronika K.MELIKIDI Kseniya A.SOKOLOVA Ekaterina S.PONOMAREVA Vasiliy A.ZAIKIN Darren K.GRIFFIN Michael N.ROMANOV 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 2025年第2期185-199,共15页
Drugs and pesticide residues in broiler feed can compromise the therapeutic and production benefits of antibiotic(ANT)application and affect gene expression.In this study,we analyzed the expression of 13 key pancreati... Drugs and pesticide residues in broiler feed can compromise the therapeutic and production benefits of antibiotic(ANT)application and affect gene expression.In this study,we analyzed the expression of 13 key pancreatic genes and blood physiology parameters after administering one maximum residue limit of herbicide glyphosate(GLY),two ANTs,and one anticoccidial drug(AD).A total of 260 Ross 308 broilers aged 1-40 d were divided into the following four groups of 65 birds each:control group,which was fed the main diet(MD),and three experimental groups,which were fed MD supplemented with GLY,GLY+ANTs(enrofloxacin and colistin methanesulfonate),and GLY+AD(ammonium maduramicin),respectively.The results showed that the addition of GLY,GLY+ANTs,and GLY+AD caused significant changes in the expression of several genes of physiological and economic importance.In particular,genes related to inflammation and apoptosis(interleukin 6(IL6),prostaglandin-endoperoxide synthase 2(PTGS2),and caspase 6(CASP6))were downregulated by up to 99.1%,and those related to antioxidant protection(catalase(CAT),superoxide dismutase 1(SOD1)and peroxiredoxin 6(PRDX6))by up to 98.6%,compared to controls.There was also a significant decline in the values of immunological characteristics in the blood serum observed in the experimental groups,and certain changes in gene expression were concordant with changes in the functioning of the pancreas and blood.The changes revealed in gene expression and blood indices in response to GLY,ANTs,and AD provide insights into the possible mechanisms of action of these agents at the molecular level.Specifically,these changes may be indicative of physiological mechanisms to overcome the negative effects of GLY,GLY+ANTs,and GLY+AD in broilers. 展开更多
关键词 GLYPHOSATE Antibiotic Anticoccidial drug PANCREAS BROILER gene expression Blood parameter
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Genome-wide profiling of polymorphic short tandem repeats and their influence on gene expression and trait variation in diverse rice populations
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作者 Xiyu Tan Wanyong Zeng +7 位作者 Yujian Yang Zhansheng Lin Fuquan Li Jianhong Liu Shaotong Chen Yao-Guang Liu Weibo Xie Xianrong Xie 《Journal of Genetics and Genomics》 2025年第6期733-746,共14页
Short tandem repeats(STRs)modulate gene expression and contribute to trait variation.However,a systematic evaluation of the genomic characteristics of STRs has not been conducted,and their influence on gene expression... Short tandem repeats(STRs)modulate gene expression and contribute to trait variation.However,a systematic evaluation of the genomic characteristics of STRs has not been conducted,and their influence on gene expression in rice remains unclear.Here,we construct a map of 137,629 polymorphic STRs in the rice(Oryza sativa L.)genome using a population-scale resequencing dataset.A genome-wide survey encompassing 4726 accessions shows that the occurrence frequency,mutational patterns,chromosomal distribution,and functional properties of STRs are correlated with the sequences and lengths of repeat motifs.Leveraging a transcriptome dataset from 127 rice accessions,we identify 44,672 expression STRs(eSTRs)by modeling gene expression in response to the length variation of STRs.These eSTRs are notably enriched in the regulatory regions of genes with active transcriptional signatures.Population analysis identifies numerous STRs that have undergone genetic divergence among different rice groups and 1726 tagged STRs that may be associated with agronomic traits.By editing the(ACT)_(7) STR in OsFD1 promoter,we further experimentally validate its role in regulating gene expression and phenotype.Our study highlights the contribution of STRs to transcriptional regulation in plants and establishes the foundation for their potential use as alternative targets for genetic improvement. 展开更多
关键词 gene expression Genomic variation Rice Short tandem repeat STR Transcriptional regulation
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Differences in phenotype and gene expression of prostate stromal cells from patients of varying ages and their influence on tumour formation by prostate epithelial cells 被引量:5
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作者 Yong-Chuan Wang Sheng-Qiang Yu +5 位作者 Xiao-Hai Wang Bang-Min Han Fu-Jun Zhao Guang-Hui Zhu Yan Hong Shu-Jie Xia 《Asian Journal of Andrology》 SCIE CAS CSCD 2011年第5期732-741,共10页
Prostate cancer (PCa) is an age-related disease, and the stromal microenvironment plays an important role in prostatic malignant progression. However, the differences in prostate stromal cells present in young and o... Prostate cancer (PCa) is an age-related disease, and the stromal microenvironment plays an important role in prostatic malignant progression. However, the differences in prostate stromal cells present in young and old tissue are still obscure. We established primary cultured stromal cells from normal prostatic peripheral zone (PZ) of donors of varying ages and found that cultured stromal cells from old donors (PZ-old) were more enlarged and polygonal than those from young donors (PZ-young). Furthermore, based on immunocytochemical and ultrastructural analysis, the components of stromal cells changed from a majority of fibroblasts to a mixture of fibroblasts and myofibroblasts with increasing donor age. Using a three-dimensional in vitro culture system, we found that PZ-old stromal cells could enhance the proliferation, migration and invasion of cocultured benign BPH-1 and PC-3 cells. Using an in vivo tissue recombination system, we also found that PZ-old stromal cells are more effective than PZ-young cells in promoting tumour formation by BPH-1 cells of high passage(〉100) and PC-3 cells. To probe the possible mechanism of these effects, we performed cDNA microarray analysis and profiled 509 upregulated genes and 188 downregulated genes in PZ-old cells. Among the changed genes, we found genes coding for a subset of paracrine factors that are capable of influencing adjacent epithelial cells; these include hepatocyte growth factor (HGF), fibroblast growth factor 5 (FGF5), insulin-like growth factor 2 (IGF2), insulin-like growth factor-binding protein 4 (IGFBP4), IGFBP5 and matrix metallopeptidase 1 (MMP1). Changes in the expression of these genes were further confirmed by quantitative real-time polymerase chain reaction (PCR), Western blotting and enzyme-linked immunosorbent assays. Overall, our findings indicate that stromal cells from prostate PZ of old donors are more active than similar cells from young donors in promoting the malignant process of adjacent epithelial cells. This finding hints at a new potential strategy for the prevention of PCa. 展开更多
关键词 COCULTURE gene expression peripheral zone PHENOTYPE prostate cancer stromal cells
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Genome-Wide Gene Expression Profiling in Human Adipose-Derived Mesenchymal Stem Cells
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作者 Sae Hee Cheon Sung-Whan Kim 《BIOCELL》 2025年第9期1697-1710,共14页
Objectives:Despite the considerable regenerative capacity exhibited by adipose-derived mesenchymal stem cells(ASCs),their genetic and molecular mechanisms remain incompletely understood.Methods:In this study,we analyz... Objectives:Despite the considerable regenerative capacity exhibited by adipose-derived mesenchymal stem cells(ASCs),their genetic and molecular mechanisms remain incompletely understood.Methods:In this study,we analyzed the global gene expression profile of adipose-derived mesenchymal stem cells(ASCs)using microarray analysis and compared it with stromal vascular fraction(SVF)cells.Results:Microarray analysis revealed that ASCs express elevated levels of genes related to the extracellular matrix(ECM;extracellular matrix)and collagen,which are critical components of tissue remodeling and wound healing.Additionally,genes associated with cell growth,differentiation,motility,and plasticity were highly expressed.When compared to stromal vascular fraction(SVF)cells,ASCs demonstrated enrichment of genes involved in anti-inflammatory responses,immune modulation,tissue repair,cell adhesion,and migration processes.Gene Set Enrichment Analysis(GSEA;Gene Set Enrichment Analysis)showed activation of pathways related to angiogenesis,such as vascular endothelial growth factor(VEGF),Integrin,Wnt signaling pathways,transforming growth factor-beta(TGF-β),extracellular matrix(ECM),and matrix metalloproteinase(MMP),highlighting the significant angiogenic potential of ASCs.Gene Ontology(GO;Gene Ontology)analysis further linked ASCs to biological processes associated with the regulation of cell proliferation and muscle cell differentiation.Conclusion:These findings collectively underscore the suitability of adipose-derived mesenchymal stem cells(ASCs)as a promising candidate for regenerative medicine,particularly in applications involving tissue repair,immune modulation,and promotion of angiogenesis. 展开更多
关键词 Adipose-derived mesenchymal stem cells ANGIOgeneSIS extracellular matrix gene expression profiling immune modulation
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Global gene expression landscape of gallbladder cancer and advances in targeted therapeutic strategies
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作者 Sounetra Choudhury Arunima Maiti +2 位作者 Arnab Bandopadhyay Anusri Tripathi Nilabja Sikdar 《World Journal of Clinical Oncology》 2025年第10期122-138,共17页
Gallbladder cancer(GBC)is a lethal biliary tract malignancy,which is infrequent in most developed countries,but common in many developing countries in specific geographical regions of the world.Non-specific symptoms l... Gallbladder cancer(GBC)is a lethal biliary tract malignancy,which is infrequent in most developed countries,but common in many developing countries in specific geographical regions of the world.Non-specific symptoms leading to late diagnosis is one of the primary factors contributing to poor prognosis in GBC.An understanding of the complex relationship between molecular genetics and epidemiological variances in the incidence rates of GBC is thus of utmost importance.Present review summarizes recent updates on population-specific dysregulated genetic expressions in the genesis of GBC,highlighting the pattern of ethno-geographic variations and on advances in targeted therapies conducted till date;points out the lacunae that deserve further attention and suggest possible new directions for future clinical trials in GBC.The review calls for the need of genetic screening of each GBC patients and for more extensive clinical trials on targeted therapies to move towards the goal of personalized medicine,bringing about more favourable survival outcomes. 展开更多
关键词 Gallbladder cancer Differential gene expression Ethnic variations Tumor biomarker Targeted therapy Personalized medicine
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Publisher Correction:Explicit modeling of mechanical property of hot-rolled strip steel based on data-driven and gene expression programming
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作者 Li Wang Qi-ning Zhu +2 位作者 Shun-hu Zhang Lei Zhang Jin-ping Zhang 《Journal of Iron and Steel Research International》 2025年第12期4531-4531,共1页
Correction to:J.Iron Steel Res.Int.https://doi.org/10.1007/s42243-025-01545-x The publication of this article unfortunately contained mistakes.Equation(14)was not correct.The corrected equation is given below.
关键词 mechanical property data driven hot rolled strip steel gene expression programming
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Construction of the porcine genome mobile element variations and investigation of its role in population diversity and gene expression
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作者 Jianchao Hu Lu Gui +1 位作者 Zhongzi Wu Lusheng Huang 《Journal of Animal Science and Biotechnology》 2025年第1期59-75,共17页
Background Mobile element variants(MEVs)have a significant and complex impact on genomic diversity and phe-notypic traits.However,the quantity,distribution,and relationship with gene expression and complex traits of M... Background Mobile element variants(MEVs)have a significant and complex impact on genomic diversity and phe-notypic traits.However,the quantity,distribution,and relationship with gene expression and complex traits of MEVs in the pig genome remain poorly understood.Results We constructed the most comprehensive porcine MEV library based on high-depth whole genome sequencing(WGS)data from 747 pigs across 59 breeds worldwide.This database identified a total of 147,993 poly-morphic MEVs,including 121,099 short interspersed nuclear elements(SINEs),26,053 long interspersed nuclear elements(LINEs),802 long terminal repeats(LTRs),and 39 other transposons,among which 54%are newly discovered.We found that MEVs are unevenly distributed across the genome and are strongly influenced by negative selec-tion effects.Importantly,we identified 514,530,and 584 candidate MEVs associated with population differentiation,domestication,and breed formation,respectively.For example,a significantly differentiated MEV is located in the ATRX intron between Asian and European pigs,whereas ATRX is also differentially expressed between Asian and European pigs in muscle tissue.In addition,we identified 4,169 expressed MEVs(eMEVs)significantly associated with gene expression and 6,914 splicing MEVs(sMEVs)associated with gene splicing based on RNA-seq data from 266 porcine liver tissues.These eMEVs and sMEVs explain 6.24%and 9.47%,respectively,of the observed cis-heritability and high-light the important role of MEVs in the regulation of gene expression.Finally,we provide a high-quality SNP–MEV reference haplotype panel to impute MEV genotypes from genome-wide SNPs.Notably,we identified a candidate MEV significantly associated with total teat number,demonstrating the functionality of this reference panel.Conclusions The present investigation demonstrated the importance of MEVs in pigs in terms of population diversity,gene expression and phenotypic traits,which may provide useful resources and theoretical support for pig genetics and breeding. 展开更多
关键词 gene expression genetic diversity Mobile element variants PIG SNP–MEV reference panel
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Effects of RNA m^(6)A on the formation of multi-petalization in Magnolia wufengensis:Mechanistic insights and gene expression analysis
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作者 Cunjie Li Huarong Li +7 位作者 Jiang Ma Xiaoning Fan Yanjun Cai Liyuan Chen Hanlin Zhou Hongwei Liang Chao Zhou Faju Chen 《Horticultural Plant Journal》 2025年第4期1653-1668,共16页
N^(6)-Methyladenosine(m^(6)A)is the most common modification in the transcriptome of biological RNA and plays roles that include maintaining the stability and transportation of mRNA,mRNA precursor shearing,polyadenyla... N^(6)-Methyladenosine(m^(6)A)is the most common modification in the transcriptome of biological RNA and plays roles that include maintaining the stability and transportation of mRNA,mRNA precursor shearing,polyadenylation,and the initiation of translation.With the improving understanding of RNA methylation,m^(6)A modification is known to play vital roles in plant development and growth.The multi-petalization of flowering plants has high ornamental and research value in horticultural landscapes.However,the mechanism of RNA methylation in flower formation in Magnolia wufengensis,a classical multi-petalizational plant,remains unclear.This study compared and analyzed RNA m^(6)A methylation and the transcriptome in floral buds of two varieties with large differences in tepal number at the early stage of development.It was found that the degree of RNA m^(6)A methylation and relative expression levels of MawuAGL6-2,MawuPI-4,and MawuAGL9 in‘Jiaodan’with 36 tepals were significantly higher than those in‘Jiaohong’with 9 tepals during the development of floral organ primordia.Combined with quantitative real-time PCR,the expression levels of MawuAGL6-2,MawuPI-4,and MawuAGL9were positively correlated with the number of tepals.Transgenic experiments showed that MawuAGL6-1/2,and MawuPI-4 can increase the number of petals in Arabidopsis.Moreover,MawuAGL6-2 and MawuPI-4 can restore the missing petal phenotype of mutant Arabidopsis.Yeast two hybrid and yeast three hybrid indicated that MawuAGL6-2,MawuAP3-1/2,and MawuPI-4 could interact with each other under the mediation of the class E protein MawuAGL9.Based on these results,it is hypothesized that m^(6)A methylation influences the multi-petalization of Magnolia wufengensis by affecting the expression levels of MawuAGL6-2,MawuAP3-1/2,MawuPI-4,and MawuAGL9.These findings provide a better understanding of the molecular mechanisms of epigenetic modifications in flower developmental diversity. 展开更多
关键词 Magnolia wufengensis Epigenetic regulation m^(6)A methylation gene expression Floral development Multi-petalization
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Advanced Machine Learning and Gene Expression Programming Techniques for Predicting CO_(2)-Induced Alterations in Coal Strength
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作者 Zijian Liu Yong Shi +3 位作者 ChuanqiLi Xiliang Zhang Jian Zhou Manoj Khandelwal 《Computer Modeling in Engineering & Sciences》 2025年第4期153-183,共31页
Given the growing concern over global warming and the critical role of carbon dioxide(CO_(2))in this phenomenon,the study of CO_(2)-induced alterations in coal strength has garnered significant attention due to its im... Given the growing concern over global warming and the critical role of carbon dioxide(CO_(2))in this phenomenon,the study of CO_(2)-induced alterations in coal strength has garnered significant attention due to its implications for carbon sequestration.A large number of experiments have proved that CO_(2) interaction time(T),saturation pressure(P)and other parameters have significant effects on coal strength.However,accurate evaluation of CO_(2)-induced alterations in coal strength is still a difficult problem,so it is particularly important to establish accurate and efficient prediction models.This study explored the application of advancedmachine learning(ML)algorithms and Gene Expression Programming(GEP)techniques to predict CO_(2)-induced alterations in coal strength.Sixmodels were developed,including three metaheuristic-optimized XGBoost models(GWO-XGBoost,SSA-XGBoost,PO-XGBoost)and three GEP models(GEP-1,GEP-2,GEP-3).Comprehensive evaluations using multiple metrics revealed that all models demonstrated high predictive accuracy,with the SSA-XGBoost model achieving the best performance(R2—Coefficient of determination=0.99396,RMSE—Root Mean Square Error=0.62102,MAE—Mean Absolute Error=0.36164,MAPE—Mean Absolute Percentage Error=4.8101%,RPD—Residual Predictive Deviation=13.4741).Model interpretability analyses using SHAP(Shapley Additive exPlanations),ICE(Individual Conditional Expectation),and PDP(Partial Dependence Plot)techniques highlighted the dominant role of fixed carbon content(FC)and significant interactions between FC and CO_(2) saturation pressure(P).Theresults demonstrated that the proposedmodels effectively address the challenges of CO_(2)-induced strength prediction,providing valuable insights for geological storage safety and environmental applications. 展开更多
关键词 CO_(2)-induced coal strength meta-heuristic optimization algorithms XGBoost gene expression programming model interpretability
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Explicit modeling of mechanical property of hot-rolled strip steel based on data-driven and gene expression programming
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作者 Li Wang Qi-ning Zhu +2 位作者 Shun-hu Zhang Lei Zhang Jin-ping Zhang 《Journal of Iron and Steel Research International》 2025年第12期4281-4293,共13页
In order to solve the black-box modeling problem and improve the prediction accuracy of model,two distinguished models for tensile strength(Ts)and yield strength(Ys)of hot-rolled strip steel are established based on t... In order to solve the black-box modeling problem and improve the prediction accuracy of model,two distinguished models for tensile strength(Ts)and yield strength(Ys)of hot-rolled strip steel are established based on the industrial hot-rolled data and the algorithm of gene expression programming(GEP).Firstly,the industrial data of hot-rolled strip steel are preprocessed using the Pauta criterion,so as to eliminate outliers.The key input variables that affect Ys and Ts are selected by using the method of the maximal information coefficient(MIC).Secondly,the explicit prediction models of Ys and Ts are established using GEP.Subsequently,the model results based on GEP are compared with those based on the support vector regression(SVR)and the back propagation neural network(BPNN).Finally,the mathematical expression models for Ys and Ts obtained by GEP are used to further analyse the specific relationships between the chemical composition and mechanical property.It is shown that the errors of Ys and Ts based on GEP are less than 4%,and the coefficient of determination(R^(2))of Ys and Ts based on GEP is above 0.9,which has strong prediction performance.The prediction accuracy of GEP can achieve the same level with SVR and BPNN.It is worth mentioning that the proposed model can not only show the explicit relationship between the chemical composition,production process,and mechanical property of strip steel,but also occupy high prediction accuracy,which can make reliable reference for strip steel product design and optimisation. 展开更多
关键词 gene expression programming Hot-rolled steel Predication of mechanical property Back propagation neural network Support vector regression
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Natural variations in the promoter alter SGT3 gene expression and affect steroidal glycoalkaloid content in potatoes
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作者 Nanling Zhou Xiaomei Zhang +6 位作者 Ruqian Bai Chao Wang Junmei Guan Ding Fan Yi Shang Yuxin Jia Ling Ma 《Journal of Integrative Agriculture》 2025年第9期3693-3697,共5页
Highlights●Natural variations in the SGT3 promoter TATA box repeats directly modulate gene expression and SGAs content in tubers,providing a novel molecular marker for low-steroidal glycoalkaloids(SGAs)breeding.●The... Highlights●Natural variations in the SGT3 promoter TATA box repeats directly modulate gene expression and SGAs content in tubers,providing a novel molecular marker for low-steroidal glycoalkaloids(SGAs)breeding.●The SGT3 promoter haplotype with(TA)10exhibits signifcantly higher transcriptional activity,correlating with high SGAs content,while the(TA)13haplotype is linked to low SGAs in natural germplasms. 展开更多
关键词 sgt promoter natural germplasms natural variations PROMOTER molecular marker sgt promoter tata box repeats gene expression steroidal glycoalkaloid content
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Evaluation of underground hard rock mine pillar stability using gene expression programming and decision tree-support vector machine models
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作者 Mohammad H.Kadkhodaei Ebrahim Ghasemi +1 位作者 Jian Zhou Melika Zahraei 《Deep Underground Science and Engineering》 2025年第1期18-34,共17页
Assessing the stability of pillars in underground mines(especially in deep underground mines)is a critical concern during both the design and the operational phases of a project.This study mainly focuses on developing... Assessing the stability of pillars in underground mines(especially in deep underground mines)is a critical concern during both the design and the operational phases of a project.This study mainly focuses on developing two practical models to predict pillar stability status.For this purpose,two robust models were developed using a database including 236 case histories from seven underground hard rock mines,based on gene expression programming(GEP)and decision tree-support vector machine(DT-SVM)hybrid algorithms.The performance of the developed models was evaluated based on four common statistical criteria(sensitivity,specificity,Matthews correlation coefficient,and accuracy),receiver operating characteristic(ROC)curve,and testing data sets.The results showed that the GEP and DT-SVM models performed exceptionally well in assessing pillar stability,showing a high level of accuracy.The DT-SVM model,in particular,outperformed the GEP model(accuracy of 0.914,sensitivity of 0.842,specificity of 0.929,Matthews correlation coefficient of 0.767,and area under the ROC of 0.897 for the test data set).Furthermore,upon comparing the developed models with the previous ones,it was revealed that both models can effectively determine the condition of pillar stability with low uncertainty and acceptable accuracy.This suggests that these models could serve as dependable tools for project managers,aiding in the evaluation of pillar stability during the design and operational phases of mining projects,despite the inherent challenges in this domain. 展开更多
关键词 decision tree-support vector machine(DT-SVM) gene expression programming(GEP) hard rock pillar stability underground mining
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Gene expression profile differences in gastric cancer, pencancerous epithelium and normal gastric mucosa by gene chip 被引量:4
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作者 Chuan-DingYu Shen-HuaXu Hang-ZhouMou Zhi-MingJiang Chi-HongZhu Xiang-LinLiu 《World Journal of Gastroenterology》 SCIE CAS CSCD 2005年第16期2390-2397,共8页
AIM: To study the difference of gene expression in gastric cancer (T), pericancerous epithelium (P) and normal tissue of gastric mucosa (C), and to screen an associated novel gene in early gastric carcinogenesis by ol... AIM: To study the difference of gene expression in gastric cancer (T), pericancerous epithelium (P) and normal tissue of gastric mucosa (C), and to screen an associated novel gene in early gastric carcinogenesis by oligonudeotide microarray.METHODS: U133A (Affymetrix, Santa Clara, CA) gene chip was used to detect the gene expression profile difference in T, P and C, respectively. Bioinformatics was used to analyze the detected results.RESULTS: When gastric cancer was compared with normal gastric mucosa, 766 genes were found, with a difference of more than four times in expression levels. Of the 766 genes,530 were up-regulated (Signal Log Ratio [SLR]>2), and 236 were down-regulated (SLR<-2). When pericancerous epithelium was compared with normal gastric mucosa, 64genes were found, with a difference of more than four times in expression levels. Of the 64 genes, 50 were up-regulated (SLR>2), and 14 were down-regulated (SLR<-2). Compared with normal gastric mucosa, a total of 143 genes with a difference in expression levels (more than four times, either in cancer or in pericancerous epithelium) were found in gastric cancer (T) and pericancerous epithelium (P). Of the 143 genes, 108 were up-regulated (SLR>2), and 35were down-regulated (SLR<-2).CONCLUSION: To apply a gene chip could find 143 genes associated with the genes of gastric cancer in pericancerous epithelium, although there were no pathological changes in the tissue slices. More interesting, six genes of pericancerous epithelium were up-regulated in comparison with genes of gastric cancer and three genes were down-regulated in comparison with genes of gastric cancer. It is suggested that these genes may be related to the carcinogenesis and development of early gastric cancer. 展开更多
关键词 Gastric cancer Pericancerous epithelium gene expression profile gene chip
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Difference of Gene Expression Profiles between Barrett’s Esophagus and Cardia Intestinal Metaplasia by Gene Chip
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作者 常英 刘斌 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2006年第3期311-313,共3页
The difference of gene expression profile changes in Barrett's esophagus (BE) and cardia intestinal metaplasia (CIM) epithelium was studied and the novel associated genes were screened in the early stage by cDNA ... The difference of gene expression profile changes in Barrett's esophagus (BE) and cardia intestinal metaplasia (CIM) epithelium was studied and the novel associated genes were screened in the early stage by cDNA microarray. The cDNA retro-transcribed from equal quantity mRNA from BE and CIM epithelial tissues were labeled with Cy3 and Cy5 fluorescence as probes. The mixed probe was hybridized with three pieces BiostarH-40s double dot human whole gene chip. The chips were scanned with a ScanArray 4000. The acquired images were analyzed using GenePix Pro 3.0 software. It was found a total of 141 genes were screened out that exhibited differentially expression more than 2 times in all three chips. It was identified that in gene expression profiles of BE, 74 genes were up-regulated and 67 down-regulated as compared with CIM. The comparison between the difference of gene expression profile changes in BE and CIM epithelia revealed that there existed the difference between BE and CIM at gene level. 141 genes with the expression more than two time were probably related to the occurrence and development of BE and the promotion or progress in adenocarcinoma. 展开更多
关键词 Barrett's esophagus cardia intestinal metaplasia gene expression profile
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Verification of gene expression profiles for colorectal cancer using 12 internet public microarray datasets
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作者 Yu-Tien Chang Chung-Tay Yao +10 位作者 Sui-Lung Su Yu-Ching Chou Chi-Ming Chu Chi-Shuan Huang Harn-Jing Terng Hsiu-Ling Chou Thomas Wetter Kang-Hua Chen Chi-Wen Chang Yun-Wen Shih Ching-Huang Lai 《World Journal of Gastroenterology》 SCIE CAS 2014年第46期17476-17482,共7页
AIM: To verify gene expression profiles for colorectal cancer using 12 internet public microarray datasets.
关键词 gene expression profiles Colorectal cancer MICROARRAY gene expression Omnibus gene expression Omnibus gene expression Omnibus series
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Selection of Reference Genes in Transcription Analysis of Gene Expression of the Mandarin Fish, Siniperca chuasti 被引量:17
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作者 周瑞雪 蒙涛 +6 位作者 孟海波 陈敦学 宾石玉 成嘉 符贵红 褚武英 张建社 《Zoological Research》 CAS CSCD 北大核心 2010年第2期141-146,共6页
At present, transcription analysis of gene expression commonly uses housekeeping genes as control for normalization. In this study, the expression levels of three housekeeping genes including GAPDH, β-actin, and 18S ... At present, transcription analysis of gene expression commonly uses housekeeping genes as control for normalization. In this study, the expression levels of three housekeeping genes including GAPDH, β-actin, and 18S rRNA in six tissues and five developmental stages of the Mandarin fish Siniperca chuatsi were assayed with quantitative real-time PCR (qPCR). Differences in expression levels were analyzed using geNorm program. The results demonstrate that β-actin is the most stable gene at developmental stages and GAPDH is the most stable in different tissues. While 18S rRNA expression during development is differentially regulated, which indicates it is suitable as an internal control for gene expression normalization at the developmental level. Overall, the data suggest that the two most stable housekeeping genes are enough to accurately calibrate gene expression in S. chuatsi. The significance of this study provided convincing references and methodology for housekeeping gene selection and normalization in gene expression analysis with regular PCR or qPCR. 展开更多
关键词 Reference genes geNorm program gene expression Real-time PCR
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