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Mechanism of pachymic acid in the treatment of gastric cancer based on network pharmacology and experimental verification
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作者 Yu-Hua Du Jian-Jun Zhao +6 位作者 Xia Li Shi-Cong Huang Na Ning guo-qing chen Yi Yang Yi Nan Ling Yuan 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第1期30-50,共21页
BACKGROUND Pachymic acid(PA)is derived from Poria cocos.PA has a variety of pharmacological and inhibitory effects on various tumors.However,the mechanism of action of PA in gastric cancer(GC)remains unclear.AIM To in... BACKGROUND Pachymic acid(PA)is derived from Poria cocos.PA has a variety of pharmacological and inhibitory effects on various tumors.However,the mechanism of action of PA in gastric cancer(GC)remains unclear.AIM To investigate the mechanism of PA in treating GC via the combination of network pharmacology and experimental verification.METHODS The GeneCards and OMIM databases were used to derive the GC targets,while the Pharm Mapper database provided the PA targets.Utilizing the STRING database,a protein-protein interaction network was constructed and core targets were screened.The analyses of Gene Ontology,Kyoto Encyclopedia of Genes and Genomes(KEGG),and gene set enrichment analysis were conducted,and molecular docking and clinical correlation analyses were performed on the core targets.Ultimately,the network pharmacology findings were validated through in vitro cell assays,encompassing assessments of cell viability,apoptosis,cell cycle,cloning,and western blot analysis.RESULTS According to network pharmacology analysis,the core targets were screened,and the PI3K/AKT signaling pathway is likely to be the mechanism by which PA effectively treats GC,according to KEGG enrichment analysis.The experimental findings showed that PA could control PI3K/AKT signaling to prevent GC cell proliferation,induce apoptosis,and pause the cell cycle.CONCLUSION Network pharmacology demonstrated that PA could treat GC by controlling a variety of signaling pathways and acting on a variety of targets.This has also been supported by in vitro cell studies,which serve as benchmarks for further research. 展开更多
关键词 Pachymic acid Gastric cancer Network pharmacology Enrichment analysis Cell proliferation
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Therapeutic potential of urine-derived stem cells in renal regeneration following acute kidney injury:A comparative analysis with mesenchymal stem cells
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作者 Fang Li Bin Zhao +8 位作者 Lei Zhang guo-qing chen Li Zhu Xiao-Ling Feng Meng-Jia Gong cheng-chen Hu Yuan-Yuan Zhang Ming Li Yong-Qiang Liu 《World Journal of Stem Cells》 SCIE 2024年第5期525-537,共13页
BACKGROUND Acute kidney injury(AKI)is a common clinical syndrome with high morbidity and mortality rates.The use of pluripotent stem cells holds great promise for the treatment of AKI.Urine-derived stem cells(USCs)are... BACKGROUND Acute kidney injury(AKI)is a common clinical syndrome with high morbidity and mortality rates.The use of pluripotent stem cells holds great promise for the treatment of AKI.Urine-derived stem cells(USCs)are a novel and versatile cell source in cell-based therapy and regenerative medicine that provide advantages of a noninvasive,simple,and low-cost approach and are induced with high multidifferentiation potential.Whether these cells could serve as a potential stem cell source for the treatment of AKI has not been determined.METHODS Stem cell markers with multidifferentiation potential were isolated from human amniotic fluid.AKI severe combined immune deficiency(SCID)mice models were induced by means of an intramuscular injection with glycerol.USCs isolated from human-voided urine were administered via tail veins.The functional changes in the kidney were assessed by the levels of blood urea nitrogen and serum creatinine.The histologic changes were evaluated by hematoxylin and eosin staining and transferase dUTP nick-end labeling staining.Meanwhile,we compared the regenerative potential of USCs with bone marrow-derived mesenchymal stem cells(MSCs).RESULTS Treatment with USCs significantly alleviated histological destruction and functional decline.The renal function was rapidly restored after intravenous injection of 5×105 human USCs into SCID mice with glycerol-induced AKI compared with injection of saline.Results from secretion assays conducted in vitro demonstrated that both stem cell varieties released a wide array of cytokines and growth factors.This suggests that a mixture of various mediators closely interacts with their biochemical functions.Two types of stem cells showed enhanced tubular cell prolif-eration and decreased tubular cell apoptosis,although USC treatment was not more effective than MSC treatment.We found that USC therapy significantly improved renal function and histological damage,inhibited inflammation and apoptosis processes in the kidney,and promoted tubular epithelial proliferation.CONCLUSION Our study demonstrated the potential of USCs for the treatment of AKI,representing a new clinical therapeutic strategy. 展开更多
关键词 Urine-derived stem cells Regenerative medicine Acute kidney injury Renal function recovery Cell therapy
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To explore the mechanism of Yigong San anti-gastric cancer and immune regulation
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作者 Dou-Dou Lu Ling Yuan +8 位作者 Zhao-Zhao Wang Jian-Jun Zhao Yu-Hua Du Na Ning guo-qing chen Shi-Cong Huang Yi Yang Zhe Zhang Yi Nan 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第5期1965-1994,共30页
BACKGROUND Yigong San(YGS)is a representative prescription for the treatment of digestive disorders,which has been used in clinic for more than 1000 years.However,the mechanism of its anti-gastric cancer and regulate ... BACKGROUND Yigong San(YGS)is a representative prescription for the treatment of digestive disorders,which has been used in clinic for more than 1000 years.However,the mechanism of its anti-gastric cancer and regulate immunity are still remains unclear.AIM To explore the mechanism of YGS anti-gastric cancer and immune regulation.METHODS Firstly,collect the active ingredients and targets of YGS,and the differentially expressed genes of gastric cancer.Secondly,constructed a protein-protein interaction network between the targets of drugs and diseases,and screened hub genes.Then the clinical relevance,mutation and repair,tumor microenvironment and drug sensitivity of the hub gene were analyzed.Finally,molecular docking was used to verify the binding ability of YGS active ingredient and hub genes.RESULTS Firstly,obtained 55 common targets of gastric cancer and YGS.The Kyoto Encyclopedia of Genes and Genomes screened the microtubule-associated protein kinase signaling axis as the key pathway and IL6,EGFR,MMP2,MMP9 and TGFB1 as the hub genes.The 5 hub genes were involved in gastric carcinogenesis,staging,typing and prognosis,and their mutations promote gastric cancer progression.Finally,molecular docking results confirmed that the components of YGS can effectively bind to therapeutic targets.CONCLUSION YGS has the effect of anti-gastric cancer and immune regulation. 展开更多
关键词 Gastric cancer Yigong San MECHANISM IMMUNE
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Hematochezia due to rectal invasion by an internal iliac artery aneurysm: A case report
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作者 Fang Li Bin Zhao +10 位作者 Yong-Qiang Liu guo-qing chen Rong-Feng Qu Chao Xu Zhui Long Jin-Song Wu Mao Xiong Wei-Hang Liu Li Zhu Xiao-Ling Feng Lei Zhang 《World Journal of Clinical Cases》 SCIE 2024年第11期1980-1989,共10页
BACKGROUND This case report presents the rare occurrence of hematochezia due to an internal iliac artery aneurysm leading to an arterioenteric fistula,expanding the differential diagnosis for gastrointestinal bleeding... BACKGROUND This case report presents the rare occurrence of hematochezia due to an internal iliac artery aneurysm leading to an arterioenteric fistula,expanding the differential diagnosis for gastrointestinal bleeding.It emphasizes the importance of considering vascular origins in cases of atypical hematochezia,particularly in the absence of common gastrointestinal causes,and highlights the role of imaging and multidisciplinary management in diagnosing and treating such unusual presentations.CASE SUMMARY A 75-year-old man with a history of hypertension presented with 12 d of hematochezia,experiencing bloody stools 7-8 times per day.Initial computed tomography(CT)scans revealed an aneurysmal rupture near the right internal iliac artery with suspected hematoma development.Hemoglobin levels progressively decreased to 7 g/dL.Emergency arterial angiography and iliac arterycovered stent placement were performed,followed by balloon angioplasty.Despite initial stabilization,minor rectal bleeding and abdominal pain persisted,leading to further diagnostic colonoscopy.This identified a neoplasm and potential perforation at the proximal rectum.An exploratory laparotomy confirmed the presence of a hematoma and an aneurysm invading the rectal wall,necessitating partial rectal resection,intestinal anastomosis,and ileostomy.Postoperative recovery was successful,with no further bleeding incidents and normal follow-up CT and colonoscopy results after six months.CONCLUSION In cases of unusual gastrointestinal bleeding,it is necessary to consider vascular causes for effective diagnosis and intervention. 展开更多
关键词 Iliac artery aneurysm HEMATOMA RECTUM HEMATOCHEZIA Case report
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MiR-204-3p overexpression inhibits gastric carcinoma cell proliferation by inhibiting the MAPK pathway and RIP1/MLK1 necroptosis pathway to promote apoptosis 被引量:1
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作者 Xia Li Joanna J Tibenda +7 位作者 Yi Nan Shi-Cong Huang Na Ning guo-qing chen Yu-Hua Du Ya-Ting Yang Fan-Di Meng Ling Yuan 《World Journal of Gastroenterology》 SCIE CAS 2023年第29期4542-4556,共15页
BACKGROUND Gastric carcinoma(GC)is the third most frequent cause of cancer-related death,highlighting the pressing need for novel clinical treatment options.In this regard,microRNAs(miRNAs)have emerged as a promising ... BACKGROUND Gastric carcinoma(GC)is the third most frequent cause of cancer-related death,highlighting the pressing need for novel clinical treatment options.In this regard,microRNAs(miRNAs)have emerged as a promising therapeutic strategy.Studies have shown that miRNAs can regulate related signaling pathways,acting as tumor suppressors or tumor promoters.AIM To explore the effect of miR-204-3p on GC cells.METHODS We measured the expression levels of miR-204-3p in GC cells using quantitative real-time polymerase chain reaction,followed by the delivery of miR-204-3p overexpression and miR-204-3p knockdown vectors into GC cells.CCK-8 was used to detect the effect of miR-204-3p on the proliferation of GC cells,and the colony formation ability of GC cells was detected by the clonal formation assay.The effects of miR-204-3p on GC cell cycle and apoptosis were detected by flow cytometry.The BABL/c nude mouse subcutaneous tumor model using MKN-45 cells was constructed to verify the effect of miR-204-3p on the tumorigenicity of GC cells.Furthermore,the study investigated the effects of miR-204-3p on various proteins related to the MAPK signaling pathway,necroptosis signaling pathway and apoptosis signaling pathway on GC cells using Western blot techniques.RESULTS Firstly,we found that the expression of miR-204-3p in GC was low.When treated with the lentivirus overexpression vector,miR-204-3p expression significantly increased,but the lentivirus knockout vector had no significant effect on miR-204-3p.In vitro experiments confirmed that miR-204-3p overexpression inhibited GC cell viability,promoted cell apoptosis,blocked the cell cycle,and inhibited colony formation ability.In vivo animal experiments confirmed that miR-204-3p overexpression inhibited subcutaneous tumorigenesis ability in BABL/c nude mice.Simultaneously,our results verified that miR-204-3p overexpression can inhibit GC cell proliferation by inhibiting protein expression levels of KRAS and p-ERK1/2 in the MAPK pathway,as well as inhibiting protein expression levels of p-RIP1 and p-MLK1 in the necroptosis pathway to promote the BCL-2/BAX/Caspase-3 apoptosis pathway.CONCLUSION MiR-204-3p overexpression inhibited GC cell proliferation by inhibiting the MAPK pathway and necroptosis pathway to promote apoptosis of GC cells.Thus,miR-204-3p may represent a new potential therapeutic target for GC. 展开更多
关键词 miR-204-3p Gastric carcinoma MAPK signaling pathway APOPTOSIS NECROPTOSIS
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Rare synchronous colorectal carcinoma with three pathological subtypes: A case report and review of the literature
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作者 Fang Li Bin Zhao +7 位作者 Lei Zhang guo-qing chen Li Zhu Xiao-Ling Feng Hui Yao Xue-Feng Tang Hua Yang Yong-Qiang Liu 《World Journal of Clinical Cases》 SCIE 2023年第35期8343-8349,共7页
BACKGROUND Synchronous colorectal carcinomas(SCRC)are two or more primary colorectal carcinomas identified simultaneously or within 6 mo of the initial presentation in a single patient.Their incidence is low and the n... BACKGROUND Synchronous colorectal carcinomas(SCRC)are two or more primary colorectal carcinomas identified simultaneously or within 6 mo of the initial presentation in a single patient.Their incidence is low and the number of pathological types of SCRC is usually no more than two.It is very unusual that the pathological findings of a patient with SCRC show more than two different pathological subtypes.Here,we report a rare case of SCRC with three pathological subtypes.CASE SUMMARY A 75-year-old woman who had no previous medical history or family history was admitted to the hospital because of intermittent hematochezia for more than a month.Colonoscopy displayed an irregularly shaped neoplasm of the rectum,a tumor-like lesion causing intestinal stenosis in the descending colon,and a polypoidal neoplasm in the ileocecum.Subsequently,she underwent total colectomy,abdominoperineal resection for rectal cancer,and ileostomy.After operation,the pathological report showed three pathological subtypes including well-differentiated adenocarcinoma of the ascending colon,moderately differen-tiated adenocarcinoma of the descending colon,and mucinous adenocarcinoma of the rectum.She is now recovering well and continues to be closely monitored during follow-up.CONCLUSION Preoperative colonoscopy examination,imaging examination,and extensive intraoperative exploration play important roles in reducing the number of missed lesions. 展开更多
关键词 Synchronous colorectal cancer COLON RECTUM ADENOCARCINOMA Tumor location Different pathological subtypes Case report
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Research progress of ginger in the treatment of gastrointestinal tumors
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作者 guo-qing chen Yi Nan +6 位作者 Shi-Cong Huang Na Ning Yu-Hua Du Dou-Dou Lu Ya-Ting Yang Fan-Di Meng Ling Yuan 《World Journal of Gastrointestinal Oncology》 SCIE 2023年第11期1835-1851,共17页
Cancer seriously endangers human health.Gastrointestinal cancer is the most common and major malignant tumor,and its morbidity and mortality are gradually increasing.Although there are effective treatments such as rad... Cancer seriously endangers human health.Gastrointestinal cancer is the most common and major malignant tumor,and its morbidity and mortality are gradually increasing.Although there are effective treatments such as radio-therapy and chemotherapy for gastrointestinal tumors,they are often accom-panied by serious side effects.According to the traditional Chinese medicine and food homology theory,many materials are both food and medicine.Moreover,food is just as capable of preventing and treating diseases as medicine.Medicine and food homologous herbs not only have excellent pharmacological effects and activities but also have few side effects.As a typical medicinal herb with both medicinal and edible uses,some components of ginger have been shown to have good efficacy and safety against cancer.A mass of evidence has also shown that ginger has anti-tumor effects on digestive tract cancers(such as gastric cancer,colorectal cancer,liver cancer,laryngeal cancer,and pancreatic cancer)through a variety of pathways.The aim of this study is to investigate the mechanisms of action of the main components of ginger and their potential clinical applications in treating gastrointestinal tumors. 展开更多
关键词 GINGER Medicine and food homology Gastrointestinal cancer Molecular mechanism TUMOR
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On the interaction between bubbles and the free surface with high density ratio 3D lattice Boltzmann method 被引量:4
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作者 guo-qing chen A-Man Zhang Xiao Huang 《Theoretical & Applied Mechanics Letters》 CAS CSCD 2018年第4期252-256,299,共6页
The bubbles rise up and burst at the free surface is a complex two-phase process.A free energy lattice Boltzmann method(LBM)model is adopted in this paper to study this phenomenon.The interface capturing technique[Zhe... The bubbles rise up and burst at the free surface is a complex two-phase process.A free energy lattice Boltzmann method(LBM)model is adopted in this paper to study this phenomenon.The interface capturing technique[Zheng et al.,2006]is used to deal with the high density ratio problem.The Laplace law and the air-water interface capturing ability are validated for the multiphase model.The interaction between the single bubble or multiple bubbles and the free surface are studied by the multiphase model.The force acting on the bubble and the evolution of the free surface is studied.Meanwhile,effect of the initial distance between two adjacent bubbles on interaction effects of multiple bubbles is investigated as well. 展开更多
关键词 LATTICE BOLTZMANN method Free energy model High density RATIO Multiple BUBBLES
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Combined Antitumor Effect of Ursolic Acid And 5-Fluorouracil on Human Esophageal Carcinoma Cell Eca-109 In Vitro 被引量:3
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作者 guo-qing chen Zhen-wei Yao +3 位作者 Wei-ping Zheng Li chen Hong Duan Yi Shen 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2010年第1期62-67,共6页
Objective: To study the combined antitumor effect and possible mechanisms of ursolic acid with 5-fluorouracil (5-FU) on human esophageal carcinoma cell Eca-109 in vitro. Methods: Eca-109 cells were treated with ur... Objective: To study the combined antitumor effect and possible mechanisms of ursolic acid with 5-fluorouracil (5-FU) on human esophageal carcinoma cell Eca-109 in vitro. Methods: Eca-109 cells were treated with ursolic acid (10-50 μmol/L) and/or 5-fluorouracil (48.0-768.8 μmol/L) for 48 h in vitro. And then cell proliferation was determined by MTT assay. Cell cycle and apoptosis rate were analyzed by flow cytometry (FCM). The morphological changes of apoptosis were observed by fluorescent microscopy. At last the expression of P27kipl, bcl-2 and bax were detected by western blot. Results: Results: In comparison with single agent treatment, the combination of ursolic acid and 5-fluorouracil produced greater efficacy in growth inhibition, cell cycle arrest at G0/G1 phase, and apoptosis induction (P〈0.05). Western blot analysis showed that the combination use of ursolic acid and 5-fluorouracil suppressed the expression of bcl-2 and increased the expressions of bax and P27kip1. Conclusion: Ursolic acid combined with 5-fluorouracil showed adjuvant antiproliferative effects on human esophageal carcinoma cell Eca-109 in vitro, which mainly due to the induction of cell cycle arrest as well as apoptosis. 展开更多
关键词 Ursolic acid 5-FLUOROURACIL Eca-109 cells Apoptosis Cell cycle P27KIP1
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Mating system and genetic diversity of a rare desert legume Ammopiptanthus nanus (Leguminosae) 被引量:2
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作者 guo-qing chen Hong-Wen HUANG +2 位作者 Daniel J CRAWFORD Bo-Rong PAN Xue-Jun GE 《Journal of Systematics and Evolution》 SCIE CSCD 北大核心 2009年第1期57-66,共10页
Ammopiptanthus nanus is an endangered evergreen shrub endemic to the deserts of central Asia and plays an important role in delaying further desertification. We examined allozyme variation and AFLP diversity in A. nan... Ammopiptanthus nanus is an endangered evergreen shrub endemic to the deserts of central Asia and plays an important role in delaying further desertification. We examined allozyme variation and AFLP diversity in A. nanus populations and investigated the mating system of this species using progeny arrays assayed for polymorphic allozyme loci. Mating system analysis in the Keyi'eryongke'er population showed low levels of outcrossing, and strong inbreeding depression. Low levels of genetic variation were detected at both population (allozyme, Pp=14.0%, A=l.14, He=0.031; AFLP, Pp=14.5%, Shannon's information index I=0.063) and species (allozyme, Pp=21.1%, A=1.21, He=0.040; AFLP, Pp=20.9%, I=0.083) levels; while moderate genetic differentiation existed among populations, as indicated by allozymes (Gsa-=0.081) and AFLP (GST=0.151-0.193). Founder effect, bottlenecks in evolutionary history, the mixed mating system and co-ancestry may have influenced the level of genetic diversity in A. nanus. Markers of both types provide new insights for conservation management, indicating that the Biao'ertuokuoyi and Keyi'eryongke'er populations should be given priority for in situ conservation and regarded as seed sources for ex situ conservation. 展开更多
关键词 AFLP ALLOZYME AMMOPIPTANTHUS conservation endangered plant genetic structure outcrossing rate.
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Recent advances in natural compounds inducing non-apoptotic cell death for anticancer drug resistance
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作者 Jia-Wen chen Sibao chen guo-qing chen 《Cancer Drug Resistance》 CAS 2023年第4期729-747,共19页
The induction of cell death is recognized as a potent strategy for cancer treatment.Apoptosis is an extensively studied form of cell death,and multiple anticancer drugs exert their therapeutic effects by inducing it.N... The induction of cell death is recognized as a potent strategy for cancer treatment.Apoptosis is an extensively studied form of cell death,and multiple anticancer drugs exert their therapeutic effects by inducing it.Nonetheless,apoptosis evasion is a hallmark of cancer,rendering cancer cells resistant to chemotherapy drugs.Consequently,there is a growing interest in exploring novel non-apoptotic forms of cell death,such as ferroptosis,necroptosis,pyroptosis,and paraptosis.Natural compounds with anticancer properties have garnered significant attention due to their advantages,including a reduced risk of drug resistance.Over the past two decades,numerous natural compounds have been discovered to exert anticancer and anti-resistance effects by triggering these four non-apoptotic cell death mechanisms.This review primarily focuses on these four non-apoptotic cell death mechanisms and their recent advancements in overcoming drug resistance in cancer treatment.Meanwhile,it highlights the role of natural compounds in effectively addressing cancer drug resistance through the induction of these forms of non-apoptoticcell death. 展开更多
关键词 Drug resistance cancer therapy natural compound non-apoptotic cell death
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MoFLP1,encoding a novel fungal fasciclin-like protein,is involved in conidiation and pathogenicity in Magnaporthe oryzae 被引量:2
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作者 Tong-bao LIU guo-qing chen +1 位作者 Hang MIN Fu-cheng LIN 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2009年第6期434-444,共11页
Fasciclin family proteins have been identified as cell adhesion molecules in various organisms. In this study, a novel Magnaporthe oryzae fasciclin-like protein encoding gene, named MoFLP1, was isolated from a subtrac... Fasciclin family proteins have been identified as cell adhesion molecules in various organisms. In this study, a novel Magnaporthe oryzae fasciclin-like protein encoding gene, named MoFLP1, was isolated from a subtractive suppressive cDNA library and functionally analyzed. Sequence analysis showed that the MoFLP1 gene contains an open reading frame (ORF) of 1050 nucleotides encoding 349 amino acids with a calculated molecular weight of 35.85 kDa and a pI of 7.76. The deduced MoFLP1 protein contains a 17-amino acid secretion signal sequence and an 18-amino acid sequence with the characteristics of a glycosylphosphotidylinositol (GPI) anchor additional signal at its N- and C-terminuses, respectively. Potential N-glycosylation sites and domains involving cell adhesion were also identified in MoFLP1. Sequence analysis and subcellular localization by the expression of MoFLP1-GFP fusion construct in M. oryzae indicated that the MoFLP1 protein is probably localized on the vacuole membrane. Two MoFLP1 null mutants generated by targeted gene disruption exhibited marked reduction of conidiation, conidial adhesion, appressorium turgor, and pathogenicity. Our results indicate that fasciclin proteins play important roles in fungal de-velopment and pathogenicity in M. oryzae. 展开更多
关键词 蛋白编码基因 稻瘟病菌 致病真菌 产孢 循环 致病力 细胞粘附分子 消减cDNA文库
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Prediction of alloy composition and microhardness by random forest in maraging stainless steels based on a cluster formula 被引量:1
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作者 Zhen Li Dong-hui Wen +5 位作者 Yue Ma QingWang guo-qing chen Rui-qian Zhang Rui Tang Huan He 《Journal of Iron and Steel Research(International)》 SCIE EI CAS CSCD 2018年第7期717-723,共7页
Fe-Ni-Cr-based super-high-strength maraging stainless steels were generally realized by multiple-element alloying under a given heat treatment processing. A series of alloy compositions were designed with a uniform cl... Fe-Ni-Cr-based super-high-strength maraging stainless steels were generally realized by multiple-element alloying under a given heat treatment processing. A series of alloy compositions were designed with a uniform cluster formula of [Ni16Fe192](Cr32(Ni16-x-y-z-m-n MoxTiyNbzAlmVn)) (at.%) that was developed out of a unique alloy design tool, a cluster- plus-glue-atom model. Alloy rods with a diameter of 6 mm were prepared by copper-mold suction-cast processing under the argon atmosphere. These alloy samples were solid-solutioned at 1273 K for 1 h, followed by water-quenching, and then aged at 783 K for 3 h. The effect of the valence electron concentration, characterized with the number of valence electrons per unit cluster (VE/uc) formula of 16 atoms, on microhardness of these designed maraging stainless steels at both solid- solutioned and aged states was investigated. The relationship between alloy compositions and microhardness in maraging stainless steels was firstly established by the random forest (RF, a kind of machine learning methods) based on the experimental results. It was found that not only the microhardness of any given composition alloy within the frame of cluster formula, but also the alloy composition with a maximum microhardness for any given VE/uc, could be predicted in good agreement with the guidance of the relationship by RF. The contributions of minor-alloying elements to the microhardness of the aged alloys were also discussed. 展开更多
关键词 Maraging stainless steel Composition design MICROHARDNESS Valence electron concentration Random forest
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