22 results on '"Hou, Rui"'
Search Results
2. DNA methylation markers for diagnosis and prognosis of common cancers
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Hao, Xiaoke, Luo, Huiyan, Krawczyk, Michal, Wei, Wei, Wang, Wenqiu, Wang, Juan, Flagg, Ken, Hou, Jiayi, Zhang, Heng, Yi, Shaohua, Jafari, Maryam, Lin, Danni, Chung, Christopher, Caughey, Bennett A, Li, Gen, Dhar, Debanjan, Shi, William, Zheng, Lianghong, Hou, Rui, Zhu, Jie, Zhao, Liang, Fu, Xin, Zhang, Edward, Zhang, Charlotte, Zhu, Jian-Kang, Karin, Michael, Xu, Rui-Hua, and Zhang, Kang
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Colo-Rectal Cancer ,Rare Diseases ,Genetic Testing ,Genetics ,Breast Cancer ,Cancer ,Digestive Diseases ,Human Genome ,Liver Disease ,Liver Cancer ,Clinical Research ,4.1 Discovery and preclinical testing of markers and technologies ,Detection ,screening and diagnosis ,4.2 Evaluation of markers and technologies ,Alleles ,Breast Neoplasms ,Case-Control Studies ,Cohort Studies ,Colonic Neoplasms ,CpG Islands ,DNA Methylation ,Female ,Humans ,Kaplan-Meier Estimate ,Liver Neoplasms ,Lung Neoplasms ,Male ,Neoplasm Metastasis ,Neoplasms ,Prognosis ,Risk ,Time Factors ,DNA methylation ,cancer diagnosis ,cancer prognosis ,gene expression ,survival analysis - Abstract
The ability to identify a specific cancer using minimally invasive biopsy holds great promise for improving the diagnosis, treatment selection, and prediction of prognosis in cancer. Using whole-genome methylation data from The Cancer Genome Atlas (TCGA) and machine learning methods, we evaluated the utility of DNA methylation for differentiating tumor tissue and normal tissue for four common cancers (breast, colon, liver, and lung). We identified cancer markers in a training cohort of 1,619 tumor samples and 173 matched adjacent normal tissue samples. We replicated our findings in a separate TCGA cohort of 791 tumor samples and 93 matched adjacent normal tissue samples, as well as an independent Chinese cohort of 394 tumor samples and 324 matched adjacent normal tissue samples. The DNA methylation analysis could predict cancer versus normal tissue with more than 95% accuracy in these three cohorts, demonstrating accuracy comparable to typical diagnostic methods. This analysis also correctly identified 29 of 30 colorectal cancer metastases to the liver and 32 of 34 colorectal cancer metastases to the lung. We also found that methylation patterns can predict prognosis and survival. We correlated differential methylation of CpG sites predictive of cancer with expression of associated genes known to be important in cancer biology, showing decreased expression with increased methylation, as expected. We verified gene expression profiles in a mouse model of hepatocellular carcinoma. Taken together, these findings demonstrate the utility of methylation biomarkers for the molecular characterization of cancer, with implications for diagnosis and prognosis.
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- 2017
3. Deciphering PDH1's role in mung bean domestication: a genomic perspective on pod dehiscence.
- Author
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Li, Shuai, Li, Yaling, Zhu, Hong, Chen, Liyang, Zhang, Huiying, Lian, Lijie, Xu, Miaomiao, Feng, Xilong, Hou, Rui, Yao, Xiaolin, Lin, Yifan, Wang, Huaying, and Wang, Xutong
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MUNG bean ,LOCUS (Genetics) ,GENOME-wide association studies ,CROP improvement ,PROMOTERS (Genetics) ,GENE expression - Abstract
SUMMARY: Mung bean (Vigna radiata) stands as a crucial legume crop in Asia, contributing to food security. However, our understanding of the underlying genetic foundation governing domesticated agronomic traits, especially those linked to pod architecture, remains largely unexplored. In this study, we delved into the genomic divergence between wild and domesticated mung bean varieties, leveraging germplasm obtained from diverse sources. Our findings unveiled pronounced variation in promoter regions (35%) between the two mung bean subpopulations, suggesting substantial changes in gene expression patterns during domestication. Leveraging transcriptome analysis using distinct reproductive stage pods and subpopulations, we identified candidate genes responsible for pod and seed architecture development, along with Genome‐Wide Association Studies (GWAS) and Quantitative Trait Locus (QTL) analysis. Notably, our research conclusively confirmed PDH1 as a parallel domesticated gene governing pod dehiscence in legumes. This study imparts valuable insights into the genetic underpinnings of domesticated agronomic traits in mung bean, and simultaneously highlighting the parallel domestication of pivotal traits within the realm of legume crops. Significance Statement: This study elucidates the genetic mechanisms underpinning pod development traits in mung bean, a key crop in Asian agriculture. By focusing on the PDH1 gene, our research reveals its pivotal role in pod dehiscence and contributes to the broader understanding of parallel domestication processes in legumes, providing valuable insights for future crop improvement strategies. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
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4. Establishment of an in vitro cytotoxicity evaluation model for BCMA CAR-T cells based on BCMA mutants.
- Author
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ZHANG Xiaoxue, HUA Jinghan, HOU Rui, LIU Dan, SHI Ming, and CAO Jiang
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PROTEIN metabolism ,PROTEIN analysis ,FLOW cytometry ,IN vitro studies ,T cells ,TISSUE engineering ,ENZYME inhibitors ,IMMUNODIAGNOSIS ,DESCRIPTIVE statistics ,TRANSCRIPTION factors ,GENE expression ,GENES ,LUMINESCENCE spectroscopy ,PROTEOLYTIC enzymes ,GENETIC mutation ,CELL receptors ,CELL surface antigens ,CULTURES (Biology) ,PHARMACODYNAMICS - Abstract
Objective: To engineer a BCMA mutant resistant to γ-secretase cleavage in order to stabilize wild-type BCMA expression after γ-secretase cleavage and to generate target cells for measuring BCMA CAR-T cell cytotoxicity. Methods: Our study aimed to engineer a mutant BCMA protein (BCMA-CD8α TM) that could resist γ-secretase cleavage by replacing the transmembrane domain of the wild-type BCMA protein with the human CD8α sequence. Four different types of cells in which this mutant gene was expressed excessively were engineered, including U266 (U266
BCMA Mut ), K562 (K562BCMA Mut ), SKOV3 (SKOV3BCMA Mut ), and CHO (CHOBCMA Mut ) cells. BCMA CAR Jurkat cells, loaded with the NFAT-EGFP reporter gene (BCMA-CAR-Jurkat-Reporter), were engineered and cocultured with U266BCMA Mut cells. The expression level of EGFP was detected by FCM in order to indicate the activation level of NFAT. The cytotoxicity of BCMA CAR-T cells against Luciferase-labeled K562BCMA Mut cells was detected by the luciferase assay. Additionally, real-time cell analysis (RTCA) technique was employed to detect the cytotoxicity of BCMA CAR-T cells against SKOV3BCMA Mut and CHOBCMA Mut cells. Results: Application of γ-secretase inhibitor LY411575 to inhibit γ-secretase activity significantly enhanced the expression level of BCMA on the surface of wild-type U266 cells, and the average fluorescence intensity was increased by more than 10 times. However, the expression level of BCMA gradually decreased after removal of inhibitors (P<0.01). BCMA-CD8α TM mutant could resist the cleavage of γ-secretase and expressed stably on the surface of U266 cells (P>0.05). U266 cells and U266 cells overexpressing BCMA-CD8α TM were co-incubated with BCMA-CAR-Jurkat-Reporter cells, both of which could activate the Reporter system and enhance the expression of EGFP, but the effect was more significant in U266 cells overexpressing BCMA-CD8α TM (P<0.01). BCMA-CD8α TM mutants were successfully overexpressed in 3 BCMA-negative target cells, namely K562, SKOV3 and CHO cells, and the expression level of the mutant was only slightly increased under LY411575 treatment. Luciferase assay results showed that under different target-effect ratios BCMA CAR-T cells could all be specific and efficient in killing K562 cells overexpressing BCMA-CD8α TM. RTCA results showed that under different target ratios BCMA CAR-T cells could all effectively recognize and kill SKOV3 and CHO cells overexpressing BCMA-CD8α TM, but Mock-T cells with the same target ratio had no such effect. Conclusion: The BCMA-CD8α TM mutant engineered in this study can resist γ-secretase cleavage and exhibits stable surface expression on various target cells, thus offering various methods for evaluating the efficacy and specificity of BCMA CAR-T cell cytotoxicity in vitro. [ABSTRACT FROM AUTHOR]- Published
- 2024
- Full Text
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5. Genetic and pharmacological inhibition of METTL3 alleviates renal fibrosis by reducing EVL m6A modification through an IGF2BP2‐dependent mechanism.
- Author
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Ni, Wei‐Jian, Zhou, Hong, Lu, Hao, Ma, Nan‐Nan, Hou, Bing‐Bing, Li, Wei, Kong, Fan‐Xu, Yu, Ju‐Tao, Hou, Rui, Jin, Juan, Wen, Jia‐Gen, Zhang, Tao, and Meng, Xiao‐Ming
- Subjects
RENAL fibrosis ,SOMATOMEDIN A ,GENE expression ,CHINESE medicine ,GENETIC overexpression ,SOMATOMEDIN C ,TRANSFORMING growth factors - Abstract
Background: N6‐methyladenosine (m6A) is of great importance in renal physiology and disease progression, but its function and mechanism in renal fibrosis remain to be comprehensively and extensively explored. Hence, this study will explore the function and potential mechanism of critical regulator‐mediated m6A modification during renal fibrosis and thereby explore promising anti‐renal fibrosis agents. Methods: Renal tissues from humans and mice as well as HK‐2 cells were used as research subjects. The profiles of m6A modification and regulators in renal fibrosis were analysed at the protein and RNA levels using Western blotting, quantitative real‐time polymerase chain reaction and other methods. Methylation RNA immunoprecipitation sequencing and RNA sequencing coupled with methyltransferase‐like 3 (METTL3) conditional knockout were used to explore the function of METTL3 and potential targets. Gene silencing and overexpression combined with RNA immunoprecipitation were performed to investigate the underlying mechanism by which METTL3 regulates the Ena/VASP‐like (EVL) m6A modification that promotes renal fibrosis. Molecular docking and virtual screening with in vitro and in vivo experiments were applied to screen promising traditional Chinese medicine (TCM) monomers and explore their mechanism of regulating the METTL3/EVL m6A axis and anti‐renal fibrosis. Results: METTL3 and m6A modifications were hyperactivated in both the tubular region of fibrotic kidneys and HK‐2 cells. Upregulated METTL3 enhanced the m6A modification of EVL mRNA to improve its stability and expression in an insulin‐like growth factor 2 mRNA‐binding protein 2 (IGF2BP2)‐dependent manner. Highly expressed EVL binding to Smad7 abrogated the Smad7‐induced suppression of transforming growth factor‐β (TGF‐β1)/Smad3 signal transduction, which conversely facilitated renal fibrosis progression. Molecular docking and virtual screening based on the structure of METTL3 identified a TCM monomer named isoforsythiaside, which inhibited METTL3 activity together with the METTL3/EVL m6A axis to exert anti‐renal fibrosis effects. Conclusions: Collectively, the overactivated METTL3/EVL m6A axis is a potential target for renal fibrosis therapy, and the pharmacological inhibition of METTL3 activity by isoforsythiaside suggests that it is a promising anti‐renal fibrosis agent. [ABSTRACT FROM AUTHOR]
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- 2023
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6. Correction: Circular RNA circCORO1C promotes laryngeal squamous cell carcinoma progression by modulating the let-7c-5p/PBX3 axis.
- Author
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Wu, Yongyan, Zhang, Yuliang, Zheng, Xiwang, Dai, Fengsheng, Lu, Yan, Dai, Li, Niu, Min, Guo, Huina, Li, Wenqi, Xue, Xuting, Bo, Yunfeng, Guo, Yujia, Qin, Jiangbo, Qin, Yixiao, Liu, Hongliang, Zhang, Yu, Yang, Tao, Li, Li, Zhang, Linshi, and Hou, Rui
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CIRCULAR RNA ,SQUAMOUS cell carcinoma ,GENE expression - Abstract
CircCORO1C and let-7c-5p expression was detected by qPCR. b FD-LSC-1 and TU-177 cells were transfected with si-circCORO1C or co-transfected with si-circCORO1C and let-7c-5p inhibitor. 5 let-7c-5p reversed the tumor-promoting effect of circCORO1C in LSCC cells. a FD-LSC-1 and TU-177 cells were transfected with si-circCORO1C or co-transfected with si-circCORO1C and let-7c-5p inhibitor. [Extracted from the article]
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- 2023
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7. VrNIN1 interacts with VrNNC1 to regulate root nodulation in mungbean.
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Zhang, Yanzheng, Hou, Rui, Yao, Xiaolin, Wang, Xiaotong, Li, Wenyang, Fang, Xiaotong, Ma, Xiaofei, and Li, Shuai
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GENE expression , *ROOT-tubercles , *GENETIC transformation , *GENETIC overexpression , *PHENOTYPES - Abstract
Node Inception (NIN) plays a crucial role in legume symbiosis by participating in both infection and nodule formation processes. However, its specific function in mungbean (Vigna radiata) remains poorly understood. This study aimed to functionally characterize the VrNIN1 gene in mungbean through an enhanced hairy root transformation approach. Examination of proVrNIN1: GUS hairy roots via GUS staining indicated the expression of VrNIN1 in later root promodia, nodule primordia, and nodules. Phenotypic evaluation revealed that overexpression or silencing of VrNIN1 led to a significant reduction in nodule numbers in hairy roots compared to controls. Additionally, interaction between VrNIN1 and VrNNC1 was confirmed through yeast two-hybrid, luciferase complementation and Co-immunoprecipitation assays. VrNNC1 expression was observed in the vascular bundle and cortex of roots and root nodules, where it notably suppressed nodule formation in transgenic hairy roots. Furthermore, gene expression analysis demonstrated the involvement of VrNIN1 and VrNNC1 in regulating root nodulation by modulating the expression of VrRIC1 and VrEDOD40. This study not only optimized the genetic transformation system for hairy roots in mungbean, but also provided mechanistic insights into the regulatory role of VrNIN1 in root nodule symbiosis in mungbean. • Overexpression or silencing of VrNIN1 suppresses mungbean nodulation in transgenic hairy roots using one-step method. • VrNNC1 inhibits the production of nodule in mungbean root. • VrNIN1 interacts with VrNNC1 to regulate the expression of VrRIC1 and VrEDOD40. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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- View/download PDF
8. Impact of the next-generation sequencing data depth on various biological result inferences
- Author
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Hou, Rui, Yang, ZhenXing, Li, MingHui, and Xiao, HuaSheng
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- 2013
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9. Discovering the key genes and important DNA methylation regions in breast cancer.
- Author
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Cao, Yan-Ni, Li, Qian-Zhong, Liu, Yu-Xian, Jin, Wen, and Hou, Rui
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DNA methylation ,BREAST cancer ,ONCOGENES ,BRCA genes ,TUMOR markers ,GENE expression ,TUMOR suppressor genes - Abstract
Background: Breast cancer is the malignant tumor with the highest incidence in women. DNA methylation has an important effect on breast cancer, but the effect of abnormal DNA methylation on gene expression in breast cancer is still unclear. Therefore, it is very important to find therapeutic targets related to DNA methylation. Results: In this work, we calculated the DNA methylation distribution and gene expression level in cancer and para-cancerous tissues for breast cancer samples. We found that DNA methylation in key regions is closely related to gene expression by analyzing the relationship between the distribution characteristics of DNA methylation in different regions and the change of gene expression level. Finally, the 18 key genes (17 tumor suppressor genes and 1 oncogene) related to prognosis were confirmed by the survival analysis of clinical data. Some important DNA methylation regions in these genes that result in breast cancer were found. Conclusions: We believe that 17 TSGs and 1 oncogene may be breast cancer biomarkers regulated by DNA methylation in key regions. These results will help to explore DNA methylation biomarkers as potential therapeutic targets for breast cancer. [ABSTRACT FROM AUTHOR]
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- 2022
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10. Discovering the key genes and important DNA methylation regions in breast cancer.
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Cao, Yan-Ni, Li, Qian-Zhong, Liu, Yu-Xian, Jin, Wen, and Hou, Rui
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DNA methylation ,BREAST cancer ,ONCOGENES ,BRCA genes ,TUMOR markers ,GENE expression ,TUMOR suppressor genes - Abstract
Background: Breast cancer is the malignant tumor with the highest incidence in women. DNA methylation has an important effect on breast cancer, but the effect of abnormal DNA methylation on gene expression in breast cancer is still unclear. Therefore, it is very important to find therapeutic targets related to DNA methylation. Results: In this work, we calculated the DNA methylation distribution and gene expression level in cancer and para-cancerous tissues for breast cancer samples. We found that DNA methylation in key regions is closely related to gene expression by analyzing the relationship between the distribution characteristics of DNA methylation in different regions and the change of gene expression level. Finally, the 18 key genes (17 tumor suppressor genes and 1 oncogene) related to prognosis were confirmed by the survival analysis of clinical data. Some important DNA methylation regions in these genes that result in breast cancer were found. Conclusions: We believe that 17 TSGs and 1 oncogene may be breast cancer biomarkers regulated by DNA methylation in key regions. These results will help to explore DNA methylation biomarkers as potential therapeutic targets for breast cancer. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
11. Expression patterns of members of the ethylene signaling–related gene families in response to dehydration stresses in cassava
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Hou Rui Shi, Xiao Guan, Xi Yan Zhang, Tian Yan Yun, Yin Dong Zhang, Jingyi Wang, Cheng Liang Li, Ren Jun Feng, Yan Jun Chen, Jiang Hui Xie, Ming Peng, Heng Zhang, Li Fang Lu, Peng He, and Meng Yun Ren
- Subjects
0106 biological sciences ,0301 basic medicine ,Leaves ,Manihot ,Time Factors ,lcsh:Medicine ,Gene Expression ,Plant Science ,Disaccharides ,01 natural sciences ,Biochemistry ,Plant Roots ,chemistry.chemical_compound ,Plant Resistance to Abiotic Stress ,Gene expression ,Plant Hormones ,lcsh:Science ,Phylogeny ,Plant Proteins ,Abiotic component ,Multidisciplinary ,Ecology ,Dehydration ,Organic Compounds ,Plant Biochemistry ,Plant Anatomy ,Plant physiology ,food and beverages ,Plants ,Chemistry ,Experimental Organism Systems ,Plant Physiology ,Physical Sciences ,Research Article ,Signal Transduction ,Proline ,Arabidopsis Thaliana ,Drought tolerance ,Carbohydrates ,Brassica ,Biology ,Research and Analysis Methods ,Real-Time Polymerase Chain Reaction ,03 medical and health sciences ,Ethylene ,Model Organisms ,Plant and Algal Models ,Stress, Physiological ,Plant-Environment Interactions ,Botany ,Osmotic Shock ,DNA-binding proteins ,Genetics ,Gene Regulation ,Plant Defenses ,Computer Simulation ,Gene ,Cassava ,Abiotic stress ,Plant Ecology ,Gene Expression Profiling ,lcsh:R ,fungi ,Organic Chemistry ,Ecology and Environmental Sciences ,Organisms ,Chemical Compounds ,Biology and Life Sciences ,Proteins ,Trehalose ,Cell Biology ,Plant Pathology ,Ethylenes ,Hormones ,Regulatory Proteins ,Gene expression profiling ,Plant Leaves ,030104 developmental biology ,chemistry ,lcsh:Q ,Shrubs ,010606 plant biology & botany ,Transcription Factors - Abstract
Drought is the one of the most important environment stresses that restricts crop yield worldwide. Cassava (Manihot esculenta Crantz) is an important food and energy crop that has many desirable traits such as drought, heat and low nutrients tolerance. However, the mechanisms underlying drought tolerance in cassava are unclear. Ethylene signaling pathway, from the upstream receptors to the downstream transcription factors, plays important roles in environmental stress responses during plant growth and development. In this study, we used bioinformatics approaches to identify and characterize candidate Manihot esculenta ethylene receptor genes and transcription factor genes. Using computational methods, we localized these genes on cassava chromosomes, constructed phylogenetic trees and identified stress-responsive cis-elements within their 5' upstream regions. Additionally, we measured the trehalose and proline contents in cassava fresh leaves after drought, osmotic, and salt stress treatments, and then it was found that the regulation patterns of contents of proline and trehalose in response to various dehydration stresses were differential, or even the opposite, which shows that plant may take different coping strategies to deal with different stresses, when stresses come. Furthermore, expression profiles of these genes in different organs and tissues under non-stress and abiotic stress were investigated through quantitative real-time PCR (qRT-PCR) analyses in cassava. Expression profiles exhibited clear differences among different tissues under non-stress and various dehydration stress conditions. We found that the leaf and tuberous root tissues had the greatest and least responses, respectively, to drought stress through the ethylene signaling pathway in cassava. Moreover, tuber and root tissues had the greatest and least reponses to osmotic and salt stresses through ethylene signaling in cassava, respectively. These results show that these plant tissues had differential expression levels of genes involved in ethylene signaling in response to the stresses tested. Moreover, after several gene duplication events, the spatiotemporally differential expression pattern of homologous genes in response to abiotic and biotic stresses may imply their functional diversity as a mechanism for adapting to the environment. Our data provide a framework for further research on the molecular mechanisms of cassava resistance to drought stress and provide a foundation for breeding drought-resistant new cultivars.
- Published
- 2017
12. Evaluation of the Effects of Schisandra chinensis on the Myocardium of Rats with Hyperthyroid Heart Disease by Using Velocity Vector Imaging Combined with the Estimation of p53 Expression and Calmodulin Activity.
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Hou, Rui, Jin, Xuanshun, Gao, Yihua, Sun, Dandan, Ma, Weiping, Sun, Puyin, and Jin, Chengzi
- Subjects
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DRUG therapy for heart diseases , *SUBCUTANEOUS injections , *ANIMAL experimentation , *BLOOD flow measurement , *CALCIUM-binding proteins , *DIASTOLE (Cardiac cycle) , *DIET , *DRINKING (Physiology) , *ECHOCARDIOGRAPHY , *ELECTRON microscopy , *GENE expression , *CARDIAC contraction , *HEART diseases , *HEMODYNAMICS , *HERBAL medicine , *HYPERTHYROIDISM , *CHINESE medicine , *MYOCARDIUM , *CARDIOMYOPATHIES , *RATS , *STAINS & staining (Microscopy) , *THYROXINE , *TRIIODOTHYRONINE , *WESTERN immunoblotting , *FIBROSIS , *BRAIN-derived neurotrophic factor , *DISEASE complications , *DRUG administration , *DRUG dosage - Abstract
Schisandra chinensis (SC) is reported to improve myocardial ischemia. Velocity vector imaging (VVI) is a noninvasive technique for evaluating myocardial function in humans, while few reported on the application in animals. In this study, we aimed to evaluate the improved effects of SC on the myocardium of Sprague Dawley rats having hyperthyroid heart disease (HHD) using VVI technique. HHD models were established by injecting daily with subcutaneous levothyroxine (0.5 mg/kg). Then, the SC group was administered the aqueous extract of SC (2 g/kg) once daily, while the HHD and control (CON) groups were administered the same amount of distilled water daily. All the rats were provided the same amount of food and water daily, and the intervention was stopped after 28 days. The efficacy of SC in HHD rats was evaluated by ultrasound VVI. The serum total triiodothyronine level, total thyroxine level, N-terminal pro-brain natriuretic peptide expression, p53 expression, and calmodulin (CaM) activity were assessed by western blotting, Hematoxylin-Eosin and Masson staining, and electron microscopy. The results indicated that SC significantly improved the systolic velocity, diastolic velocity, strain, systolic strain rate, and diastolic strain rate of the heart by significantly reducing p53 expression and CaM activity (P < 0.05), improving myocardial fibrosis in HHD rats. Also, VVI can be a valuable tool for the evaluation of myocardial function in HHD rats. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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13. scMatch: a single-cell gene expression profile annotation tool using reference datasets.
- Author
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Hou, Rui, Denisenko, Elena, and Forrest, Alistair R R
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GENE expression profiling , *CELL populations , *CELL analysis , *RNA sequencing , *GENE expression - Abstract
Motivation Single-cell RNA sequencing (scRNA-seq) measures gene expression at the resolution of individual cells. Massively multiplexed single-cell profiling has enabled large-scale transcriptional analyses of thousands of cells in complex tissues. In most cases, the true identity of individual cells is unknown and needs to be inferred from the transcriptomic data. Existing methods typically cluster (group) cells based on similarities of their gene expression profiles and assign the same identity to all cells within each cluster using the averaged expression levels. However, scRNA-seq experiments typically produce low-coverage sequencing data for each cell, which hinders the clustering process. Results We introduce scMatch, which directly annotates single cells by identifying their closest match in large reference datasets. We used this strategy to annotate various single-cell datasets and evaluated the impacts of sequencing depth, similarity metric and reference datasets. We found that scMatch can rapidly and robustly annotate single cells with comparable accuracy to another recent cell annotation tool (SingleR), but that it is quicker and can handle larger reference datasets. We demonstrate how scMatch can handle large customized reference gene expression profiles that combine data from multiple sources, thus empowering researchers to identify cell populations in any complex tissue with the desired precision. Availability and implementation scMatch (Python code) and the FANTOM5 reference dataset are freely available to the research community here https://github.com/forrest-lab/scMatch. Supplementary information Supplementary data are available at Bioinformatics online. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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14. Expression patterns of members of the ethylene signaling–related gene families in response to dehydration stresses in cassava.
- Author
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Ren, Meng Yun, Feng, Ren Jun, Shi, Hou Rui, Lu, Li Fang, Yun, Tian Yan, Peng, Ming, Guan, Xiao, Zhang, Heng, Wang, Jing Yi, Zhang, Xi Yan, Li, Cheng Liang, Chen, Yan Jun, He, Peng, Zhang, Yin Dong, and Xie, Jiang Hui
- Subjects
GENE expression in plants ,DEHYDRATION ,CASSAVA ,CROPS ,DROUGHT tolerance ,GENE families ,TRANSCRIPTION factors ,ETHYLENE ,PLANT cellular signal transduction ,PLANTS - Abstract
Drought is the one of the most important environment stresses that restricts crop yield worldwide. Cassava (Manihot esculenta Crantz) is an important food and energy crop that has many desirable traits such as drought, heat and low nutrients tolerance. However, the mechanisms underlying drought tolerance in cassava are unclear. Ethylene signaling pathway, from the upstream receptors to the downstream transcription factors, plays important roles in environmental stress responses during plant growth and development. In this study, we used bioinformatics approaches to identify and characterize candidate Manihot esculenta ethylene receptor genes and transcription factor genes. Using computational methods, we localized these genes on cassava chromosomes, constructed phylogenetic trees and identified stress-responsive cis-elements within their 5’ upstream regions. Additionally, we measured the trehalose and proline contents in cassava fresh leaves after drought, osmotic, and salt stress treatments, and then it was found that the regulation patterns of contents of proline and trehalose in response to various dehydration stresses were differential, or even the opposite, which shows that plant may take different coping strategies to deal with different stresses, when stresses come. Furthermore, expression profiles of these genes in different organs and tissues under non-stress and abiotic stress were investigated through quantitative real-time PCR (qRT-PCR) analyses in cassava. Expression profiles exhibited clear differences among different tissues under non-stress and various dehydration stress conditions. We found that the leaf and tuberous root tissues had the greatest and least responses, respectively, to drought stress through the ethylene signaling pathway in cassava. Moreover, tuber and root tissues had the greatest and least reponses to osmotic and salt stresses through ethylene signaling in cassava, respectively. These results show that these plant tissues had differential expression levels of genes involved in ethylene signaling in response to the stresses tested. Moreover, after several gene duplication events, the spatiotemporally differential expression pattern of homologous genes in response to abiotic and biotic stresses may imply their functional diversity as a mechanism for adapting to the environment. Our data provide a framework for further research on the molecular mechanisms of cassava resistance to drought stress and provide a foundation for breeding drought-resistant new cultivars. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
15. The AreA transcription factor mediates the regulation of deoxynivalenol ( DON) synthesis by ammonium and cyclic adenosine monophosphate ( cAMP) signalling in Fusarium graminearum.
- Author
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Hou, Rui, Jiang, Cong, Zheng, Qian, Wang, Chenfang, and Xu, Jin‐Rong
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TRANSCRIPTION factors , *DEOXYNIVALENOL , *BIOSYNTHESIS , *AMMONIUM , *CYCLIC adenylic acid , *FUSARIUM , *SITE-specific mutagenesis , *GENE expression - Abstract
Deoxynivalenol ( DON), a trichothecene mycotoxin produced by Fusarium graminearum, is harmful to humans and animals. Because different nitrogen sources are known to have opposite effects on DON production, in this study, we characterized the regulatory mechanisms of the AREA transcription factor in trichothecene biosynthesis. The Δ are A mutant showed significantly reduced vegetative growth and DON production in cultures inoculated with hyphae. Suppression of TRI gene expression and DON production by ammonium were diminished in the Δ are A mutant. The deletion of AREA also affected the stimulatory effects of arginine on DON biosynthesis. The AreA-green fluorescent protein ( GFP) fusion complemented the Δ are A mutant, and its localization to the nucleus was enhanced under nitrogen starvation conditions. Site-directed mutagenesis showed that the conserved predicted protein kinase A ( PKA) phosphorylation site S874 was important for AreA function, indicating that AreA may be a downstream target of the cyclic adenosine monophosphate ( cAMP)- PKA pathway, which is known to regulate DON production. We also showed that AreA interacted with Tri10 in co-immunoprecipitation assays. The interaction of AreA with Tri10 is probably related to its role in the regulation of TRI gene expression. Interestingly, the Δ are A mutant showed significantly reduced PKA activity and expression of all three predicted ammonium permease ( MEP) genes, in particular MEP1, under low ammonium conditions. Taken together, our results show that AREA is involved in the regulation of DON production by ammonium suppression and the cAMP- PKA pathway. The AreA transcription factor may interact with Tri10 and control the expression and up-regulation of MEP genes. [ABSTRACT FROM AUTHOR]
- Published
- 2015
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16. Genome-Wide Analysis of DNA Methylation in Five Tissues of Zhikong Scallop, Chlamys farreri.
- Author
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Sun, Yan, Hou, Rui, Fu, Xiaoteng, Sun, Changsen, Wang, Shi, Wang, Chen, Li, Ning, Zhang, Lingling, and Bao, Zhenmin
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DNA methylation , *CHLAMYS , *GENE amplification , *GENETIC polymorphisms , *BIOTECHNOLOGY , *MARINE biology , *GENE expression , *MOLECULAR genetics - Abstract
DNA methylation plays a vital role in tissue development and differentiation in eukaryotes. Epigenetic studies have been seldom conducted in the extremely diverse and evolutionarily highly successful bilaterian lineage Mollusca. In the present study, we conducted the genome-wide profiling of DNA methylation for five tissues of a bivalve mollusc, Chlamys farreri using the methylation-sensitive amplification polymorphism (MSAP) technique. The methylation levels were quite similar among tissues, ranging from 20.9% to 21.7%. CG methylation was the dominant type (14.9%–16.5%) in the C. farreri genome, but CHG methylation also accounted for a substantial fraction of total methylation (5.1%–6.3%). Relatively high methylation diversity was observed within tissues. Methylation differentiation between tissues was evaluated and 460 tissue-specific epiloci were identified. Kidney differs from the other tissues in DNA methylation profiles. Our study presents the first look at the tissue-specific DNA methylation patterns in a bivalve mollusc and represents an initial step towards understanding of epigenetic regulatory mechanism underlying tissue development and differentiation in bivalves. [ABSTRACT FROM AUTHOR]
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- 2014
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17. Genome-Wide Analysis of DNA Methylation in Five Tissues of Zhikong Scallop, Chlamys farreri.
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Sun, Yan, Hou, Rui, Fu, Xiaoteng, Sun, Changsen, Wang, Shi, Wang, Chen, Li, Ning, Zhang, Lingling, and Bao, Zhenmin
- Subjects
DNA methylation ,CHLAMYS ,GENE amplification ,GENETIC polymorphisms ,BIOTECHNOLOGY ,MARINE biology ,GENE expression ,MOLECULAR genetics - Abstract
DNA methylation plays a vital role in tissue development and differentiation in eukaryotes. Epigenetic studies have been seldom conducted in the extremely diverse and evolutionarily highly successful bilaterian lineage Mollusca. In the present study, we conducted the genome-wide profiling of DNA methylation for five tissues of a bivalve mollusc, Chlamys farreri using the methylation-sensitive amplification polymorphism (MSAP) technique. The methylation levels were quite similar among tissues, ranging from 20.9% to 21.7%. CG methylation was the dominant type (14.9%–16.5%) in the C. farreri genome, but CHG methylation also accounted for a substantial fraction of total methylation (5.1%–6.3%). Relatively high methylation diversity was observed within tissues. Methylation differentiation between tissues was evaluated and 460 tissue-specific epiloci were identified. Kidney differs from the other tissues in DNA methylation profiles. Our study presents the first look at the tissue-specific DNA methylation patterns in a bivalve mollusc and represents an initial step towards understanding of epigenetic regulatory mechanism underlying tissue development and differentiation in bivalves. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
18. The MAT Locus Genes Play Different Roles in Sexual Reproduction and Pathogenesis in Fusarium graminearum.
- Author
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Zheng, Qian, Hou, Rui, Juanyu, Zhang, Ma, Jiwen, Wu, Zhongshou, Wang, Guanghui, Wang, Chenfang, and Xu, Jin-Rong
- Subjects
- *
REPRODUCTION , *FUSARIUM , *ASCOSPORES , *SEX differentiation disorders , *GENOMES , *ASCOMYCETES , *GENE expression - Abstract
Sexual reproduction plays a critical role in the infection cycle of Fusarium graminearum because ascospores are the primary inoculum. As a homothallic ascomycete, F. graminearum contains both the MAT1-1 and MAT1-2-1 loci in the genome. To better understand their functions and regulations in sexual reproduction and pathogenesis, in this study we assayed the expression, interactions, and mutant phenotypes of individual MAT locus genes. Whereas the expression of MAT1-1-1 and MAT12-1 rapidly increased after perithecial induction and began to decline after 1 day post-perithecial induction (dpi), the expression of MAT1-1-2 and MAT1-1-3 peaked at 4 dpi. MAT1-1-2 and MAT1-1-3 had a similar expression profile and likely are controlled by a bidirectional promoter. Although none of the MAT locus genes were essential for perithecium formation, all of them were required for ascosporogenesis in self-crosses. In outcrosses, the mat11-1-2 and mat11-1-3 mutants were fertile but the mat1-1-1 and mat1-2-1 mutants displayed male- and female-specific defects, respectively. The mat1-2-1 mutant was reduced in FgSO expression and hyphal fusion. Mat1-1-2 interacted with all other MAT locus transcription factors, suggesting that they may form a protein complex during sexual reproduction. Mat1-1-1 also interacted with FgMcm1, which may play a role in controlling cell identity and sexual development. Interestingly, the mat1-1-1 and mat1-2-1 mutants were reduced in virulence in corn stalk rot assays although none of the MAT locus genes was important for wheat infection. The MAT1-1-1 and MAT1-2-1 genes may play a host-specific role in colonization of corn stalks. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
19. The MAT Locus Genes Play Different Roles in Sexual Reproduction and Pathogenesis in Fusarium graminearum.
- Author
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Zheng, Qian, Hou, Rui, Juanyu, Zhang, Ma, Jiwen, Wu, Zhongshou, Wang, Guanghui, Wang, Chenfang, and Xu, Jin-Rong
- Subjects
REPRODUCTION ,FUSARIUM ,ASCOSPORES ,SEX differentiation disorders ,GENOMES ,ASCOMYCETES ,GENE expression - Abstract
Sexual reproduction plays a critical role in the infection cycle of Fusarium graminearum because ascospores are the primary inoculum. As a homothallic ascomycete, F. graminearum contains both the MAT1-1 and MAT1-2-1 loci in the genome. To better understand their functions and regulations in sexual reproduction and pathogenesis, in this study we assayed the expression, interactions, and mutant phenotypes of individual MAT locus genes. Whereas the expression of MAT1-1-1 and MAT12-1 rapidly increased after perithecial induction and began to decline after 1 day post-perithecial induction (dpi), the expression of MAT1-1-2 and MAT1-1-3 peaked at 4 dpi. MAT1-1-2 and MAT1-1-3 had a similar expression profile and likely are controlled by a bidirectional promoter. Although none of the MAT locus genes were essential for perithecium formation, all of them were required for ascosporogenesis in self-crosses. In outcrosses, the mat11-1-2 and mat11-1-3 mutants were fertile but the mat1-1-1 and mat1-2-1 mutants displayed male- and female-specific defects, respectively. The mat1-2-1 mutant was reduced in FgSO expression and hyphal fusion. Mat1-1-2 interacted with all other MAT locus transcription factors, suggesting that they may form a protein complex during sexual reproduction. Mat1-1-1 also interacted with FgMcm1, which may play a role in controlling cell identity and sexual development. Interestingly, the mat1-1-1 and mat1-2-1 mutants were reduced in virulence in corn stalk rot assays although none of the MAT locus genes was important for wheat infection. The MAT1-1-1 and MAT1-2-1 genes may play a host-specific role in colonization of corn stalks. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
20. Transcriptome Sequencing of Zhikong Scallop (Chlamys farreri) and Comparative Transcriptomic Analysis with Yesso Scallop (Patinopecten yessoensis)
- Author
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Wang, Shan, Hou, Rui, Bao, Zhenmin, Du, Huixia, He, Yan, Su, Hailin, Zhang, Yueyue, Fu, Xiaoteng, Jiao, Wenqian, Li, Yan, Zhang, Lingling, Wang, Shi, and Hu, Xiaoli
- Subjects
- *
CHLAMYS , *GENETIC transcription , *MOLLUSK genetics , *NUCLEOTIDE sequence , *ANIMAL communities , *MOLECULAR genetics , *GENE expression , *COMPARATIVE studies - Abstract
Background: Bivalves play an important role in the ecosystems they inhabit and represent an important food source all over the world. So far limited genetic research has focused on this group of animals largely due to the lack of sufficient genetic or genomic resources. Here, we performed de novo transcriptome sequencing to produce the most comprehensive expressed sequence tag resource for Zhikong scallop (Chlamys farreri), and conducted the first transcriptome comparison for scallops. Results: In a single 454 sequencing run, 1,033,636 reads were produced and then assembled into 26,165 contigs. These contigs were then clustered into 24,437 isotigs and further grouped into 20,056 isogroups. About 47% of the isogroups showed significant matches to known proteins based on sequence similarity. Transcripts putatively involved in growth, reproduction and stress/immune-response were identified through Gene ontology (GO) and KEGG pathway analyses. Transcriptome comparison with Yesso scallop (Patinopecten yessoensis) revealed similar patterns of GO representation. Moreover, 38 putative fast-evolving genes were identified through analyzing the orthologous gene pairs between the two scallop species. More than 46,000 single nucleotide polymorphisms (SNPs) and 350 simple sequence repeats (SSRs) were also detected. Conclusion: Our study provides the most comprehensive transcriptomic resource currently available for C. farreri. Based on this resource, we performed the first large-scale transcriptome comparison between the two scallop species, C. farreri and P. yessoensis, and identified a number of putative fast-evolving genes, which may play an important role in scallop speciation and/or local adaptation. A large set of single nucleotide polymorphisms and simple sequence repeats were identified, which are ready for downstream marker development. This transcriptomic resource should lay an important foundation for future genetic or genomic studies on C. farreri. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
21. Transcriptome Sequencing of Zhikong Scallop (Chlamys farreri) and Comparative Transcriptomic Analysis with Yesso Scallop (Patinopecten yessoensis)
- Author
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Wang, Shan, Hou, Rui, Bao, Zhenmin, Du, Huixia, He, Yan, Su, Hailin, Zhang, Yueyue, Fu, Xiaoteng, Jiao, Wenqian, Li, Yan, Zhang, Lingling, Wang, Shi, and Hu, Xiaoli
- Subjects
CHLAMYS ,GENETIC transcription ,MOLLUSK genetics ,NUCLEOTIDE sequence ,ANIMAL communities ,MOLECULAR genetics ,GENE expression ,COMPARATIVE studies - Abstract
Background: Bivalves play an important role in the ecosystems they inhabit and represent an important food source all over the world. So far limited genetic research has focused on this group of animals largely due to the lack of sufficient genetic or genomic resources. Here, we performed de novo transcriptome sequencing to produce the most comprehensive expressed sequence tag resource for Zhikong scallop (Chlamys farreri), and conducted the first transcriptome comparison for scallops. Results: In a single 454 sequencing run, 1,033,636 reads were produced and then assembled into 26,165 contigs. These contigs were then clustered into 24,437 isotigs and further grouped into 20,056 isogroups. About 47% of the isogroups showed significant matches to known proteins based on sequence similarity. Transcripts putatively involved in growth, reproduction and stress/immune-response were identified through Gene ontology (GO) and KEGG pathway analyses. Transcriptome comparison with Yesso scallop (Patinopecten yessoensis) revealed similar patterns of GO representation. Moreover, 38 putative fast-evolving genes were identified through analyzing the orthologous gene pairs between the two scallop species. More than 46,000 single nucleotide polymorphisms (SNPs) and 350 simple sequence repeats (SSRs) were also detected. Conclusion: Our study provides the most comprehensive transcriptomic resource currently available for C. farreri. Based on this resource, we performed the first large-scale transcriptome comparison between the two scallop species, C. farreri and P. yessoensis, and identified a number of putative fast-evolving genes, which may play an important role in scallop speciation and/or local adaptation. A large set of single nucleotide polymorphisms and simple sequence repeats were identified, which are ready for downstream marker development. This transcriptomic resource should lay an important foundation for future genetic or genomic studies on C. farreri. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
22. The protective effect of magnesium lithospermate B against glucose-induced intracellular oxidative damage
- Author
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Qu, Jian, Ren, Xian, Hou, Rui-ying, Dai, Xing-ping, Zhao, Ying-chun, Xu, Xiao-jing, Zhang, Wei, Zhou, Gan, Zhou, Hong-hao, and Liu, Zhao-qian
- Subjects
- *
MAGNESIUM compounds , *OXIDATIVE stress , *ACTIVE oxygen in the body , *GLUCOSE , *GENE expression , *HEME oxygenase , *MESSENGER RNA , *CELLULAR signal transduction - Abstract
Abstract: Objectives: To investigate the effects of magnesium lithospermate B (LAB) on intracellular reactive oxygen species (ROS) production induced by high dose of glucose or H2O2, we explored the influences of LAB on the expression of heme oxygenase-1 (HO-1) and nuclear factor E2-related factor-2 (Nrf2) in HEK293T cells after treatment with high dose of glucose. Materials and methods: The total nuclear proteins in HEK293T cells were extracted with Cytoplasmic Protein Extraction Kit. The ROS level was determined by flow cytometry. The mRNA and protein expression of HO-1 and Nrf2 were determined by quantitative reverse transcription polymerase chain reaction (qRT-PCR) and Western blot. Results: LAB reduced the ROS production in HEK293T cells cultured under oxidative stress. High dose of glucose enhanced the expression of HO-1 mRNA and HO-1 protein in a time-dependent manner. LAB enhanced the expression of HO-1 mRNA and HO-1 protein in a dose-dependent manner treated with high dose of glucose. The amount of Nrf2 translocation was enhanced after cells were pretreated with 50μmol/L or 100μmol/L LAB. Silencing of Nrf2 gene eliminated the enhanced expression of HO-1 protein induced by high dose of glucose plus LAB. Conclusions: LAB plays an important role against glucose-induced intracellular oxidative damage. The enhanced expression of HO-1 mRNA and HO-1 protein caused by LAB is regulated via Nrf2 signal pathway. [Copyright &y& Elsevier]
- Published
- 2011
- Full Text
- View/download PDF
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