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Design analysis and its application of M out of N in reactor protection system
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作者 刘华 李军红 +1 位作者 文杰 阳武娇 《Journal of Measurement Science and Instrumentation》 CAS 2014年第3期60-63,共4页
The reliability and availability of the reactor protection system (RPS) can be improved by using M out of N judg- ment system. By analyzing two quantitative indicators, the rate of refusal to operate and mal-operati... The reliability and availability of the reactor protection system (RPS) can be improved by using M out of N judg- ment system. By analyzing two quantitative indicators, the rate of refusal to operate and mal-operation rate, a strict math- ematical formula and an approximate calculation are stated. The differences of a series of judgment systems are discussed on condition that the unsafe failure probability and the security failure probability are both 0.1. Based on given parameters (A, B,P, Q): A is upper limit of the refusal rate for the RPS, B is upper limit of the real-operation rate, P and Q are basic protection unit rates corresponding to refusal rate and mal-operation rate, respectively. According to these parameters, the values of N and M can be solved. 展开更多
关键词 reactor protection system (RPS) AVAILABILITY RELIABILITY m out of n system quantitative analysis
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关于sum i~α from i=m to n的一类不等式
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作者 甘志国 《中学数学研究(华南师范大学)(上半月)》 2015年第11期48-48,F0003,共2页
关键词 不等式 from i=m to n sum i from i
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A Pair of Dimeric Stilbene Epimers from Gnetum Montanum 被引量:2
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作者 Hao CHEN Mao LIN (Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College, 1 Xian Nong Tan Street, Beijing 100050) 《Chinese Chemical Letters》 SCIE CAS CSCD 1998年第11期0-0,0,共3页
A pair of dimeric stilbenes, gnetifolin M and gnetifolin N were isolated from the lianas of Gnetum montanum. All attempts to separate them by HPLC were unsuccessful. Their str-uctures were elucidated by the spectrosco... A pair of dimeric stilbenes, gnetifolin M and gnetifolin N were isolated from the lianas of Gnetum montanum. All attempts to separate them by HPLC were unsuccessful. Their str-uctures were elucidated by the spectroscopic analysis including 2D-NMR studies on the peracetate. 展开更多
关键词 Gnetum montanum gnetacea stilbene gnetifolins m n.
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Cloning of M and NP Gene of H5N1 Avian Influenza Virus and Immune Efficacy of their DNA Vaccines 被引量:2
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作者 Po Tien 《中国病毒学》 CSCD 2007年第1期46-52,共7页
H5N1 鸟的流行性感冒病毒(A/chicken/Hubei/489/2004 ) 的 M 和 NP 基因被 RT-PCR 从病毒的 RNA 放大,并且分别地克隆向量进 pMD18-T。包含 M 基因(pHM6-m ) 或 NP 基因(pHM6-np ) 的表示 plasmid 然后被把 M 或 NP 基因插入到 pHM6 ... H5N1 鸟的流行性感冒病毒(A/chicken/Hubei/489/2004 ) 的 M 和 NP 基因被 RT-PCR 从病毒的 RNA 放大,并且分别地克隆向量进 pMD18-T。包含 M 基因(pHM6-m ) 或 NP 基因(pHM6-np ) 的表示 plasmid 然后被把 M 或 NP 基因插入到 pHM6 优核质表示向量构造;构造 plasmid 然后被定序。32 只 BALB/c 老鼠(6-week-old ) 在随机被划分成四个组。三组 BALB/c 老鼠被接种一次有 plasmid pHM6-m, plasmid pHM6-np 的 30 渭 g 或 plasmid pHM6-m (15 渭 g ) 和 pHM6-np (15 渭 g ) 的混合的任何一个 30 渭 g 的肌内的线路分别地。老鼠的一个另外的组作为控制与 100 渭 l PBS 被注射。二个星期以后,所有老鼠与相应 H5N1 鸟的流行性感冒病毒被质问,并且在下列 12 天内观察了。在 pHM6-m 组, pHM6-np 组和混合 plasmids 组的老鼠的幸存率分别地是 62.5% , 25.0% 和 50.0% 。结果证明有效保护能被 pHM6-m 或 pHM6-np 提供,但是 pHM6-m 比 pHM6-np 提供了更好保护的效果。关键词 H5N1 流行性感冒病毒 - M 基因 - NP 基因 - 克隆 - DNA 疫苗的 CLC 数字 S852.65 基础条款:国家基本科学才能训练资助(NSFC J0630648 ) 展开更多
关键词 H5n1 influenza virus m gene nP gene CLOnInG DnA vaccine
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A new triterpene saponin from Panax japonicus C.A.Meyer var major(Burk.) C.Y.Wu et K.M.Feng 被引量:4
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作者 Hong Zhao Lin Shi +3 位作者 Jia Qing Cao Wei Li Xia Wen Yu Qing Zhao 《Chinese Chemical Letters》 SCIE CAS CSCD 2010年第10期1216-1218,共3页
One new Iriterpene saponin was isolated from Panaxjaponicus C. A. Meyer var major (Burk.) C. Y. Wu et K. M. Feng, and established as oleanolic acid 3-O-[β-D-glucopyranosyl-(1 →2)-β-D-glucuronopyranosyl-6'-O-n-... One new Iriterpene saponin was isolated from Panaxjaponicus C. A. Meyer var major (Burk.) C. Y. Wu et K. M. Feng, and established as oleanolic acid 3-O-[β-D-glucopyranosyl-(1 →2)-β-D-glucuronopyranosyl-6'-O-n-butyl ester] which showed mod- erate antitumor activities against the A2780 cells and OVCAR-3 cells. Its structure was established by means of spectral data, particularly NMR, including HSQC and HMBC techniques. 展开更多
关键词 Oleanolic acid 3-O-[β-D-glucopyranosyl-(1 2)-β-D-glucuronopyranosyl-6'-O-n-butyl ester] Antitumor Panax japonicus C. A.meyer vat major (Burk) C Y wu et K. m Feng Triterpene saponin
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Multi-effects and Mechanism of Broad Beau M_1 Root-tip Cells Implanted by Low Energy N^+ Beam
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作者 徐谷峰 顾月华 《Plasma Science and Technology》 SCIE EI CAS CSCD 2001年第3期835-840,共6页
Broad beans were divided into six groups and implanted with N+ beam of 30 KeV, 8 × 1016/cm2 per time for various radiating times respectively. Besides the statistics of its vigor of germination, the M1 root-tip c... Broad beans were divided into six groups and implanted with N+ beam of 30 KeV, 8 × 1016/cm2 per time for various radiating times respectively. Besides the statistics of its vigor of germination, the M1 root-tip cells of these broad beans were systematically analyzed on their changes in mitotic percentage, morphology and behavior of chromosomes, along with the structure o f cytoskeletons, including microtubule and intermediate filament. Based on all results of these studies, our opinions have been expressed in the report on the mechanism of low-energy N+ beams effecting on higher dicotyledons such as broad beau. 展开更多
关键词 BEAm multi-effects and mechanism of Broad Beau m1 Root-tip Cells Implanted by Low Energy n
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关于sum from k=0 to [n-r/m](C_n^(r+km))一般式的推导与运用
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作者 廖秋根 陈克明 《新余高专学报》 2004年第2期57-58,共2页
对一定间隔的连续组合数证明问题进行一般性总结,系统地给予一般式证明,导出推论,结合实际问题加以运用。
关键词 单位根 [n-r/m] k=0 Cn ^r+km n∑k=0 Cn^k coskx
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A Facile Synthesis of N-alkyl-4'-methyl-1,1'-biphenyl-2-sulfona-mide via Linking DoM Reaction with Suzuki Reaction
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作者 章军 周智明 +1 位作者 薛为哲 李志怀 《Journal of Beijing Institute of Technology》 EI CAS 2009年第3期327-332,共6页
Six N-alkyl-4'-methyl-1,1'-biphenyl-2-sulfonamides were synthesized facilely and efficiently from low cost and readily available benzenesulfonyl chloride and C1-C4 fatty amines via linking DoM reaction with Suzuki r... Six N-alkyl-4'-methyl-1,1'-biphenyl-2-sulfonamides were synthesized facilely and efficiently from low cost and readily available benzenesulfonyl chloride and C1-C4 fatty amines via linking DoM reaction with Suzuki reaction.The structures of the new compounds synthesized were confirmed by elemental analysis,IR,1H NMR and MS.This new method makes a feature of low cost and readily available starting material,fewer steps,mild condition,easiness to operate and higher yield. 展开更多
关键词 Do m reaction Suzuki cross-coupling reaction n-alkyl-4'-methyl- 1 l'-biphenyl-2-sulfonamide synthesis
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Application of Neomysis awatschensis as a standard marine toxicity test organism in China 被引量:3
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作者 YAN Tian ZHOU Ming-jiang +4 位作者 TAN Zhi-jun LI Zheng-yan LI Jun YU Ren-cheng WANG Li-ping 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2003年第6期791-795,共5页
The small mysid crustacean Neomysis awatschensis was collected in the west coast of Jiaozhou Bay, Qingdao, China in 1992 and acclimated and cultured in laboratory conditions since then. Standard acute toxicity tests u... The small mysid crustacean Neomysis awatschensis was collected in the west coast of Jiaozhou Bay, Qingdao, China in 1992 and acclimated and cultured in laboratory conditions since then. Standard acute toxicity tests using 4—6 d juvenile mysids of this species were conducted and the results were compared with Mysidopsis bahia, a standard toxicity test organism used in the US in terms of their sensitivities to reference toxins, as well as their taxonomy, morphology and geographic distributions. Because of its wide distribution along the Chinese coast, similar sensitivity to pollutants as M. bahia, short life history, small size and the ease of handling, this study intended to use N. awatschensis as one of the standard marine organisms for toxicity testing in China. The species were applied to acute toxicity evaluations of drilling fluid and its additives, organotin TPT and toxic algae, and to chronic(life cycle) toxicity assays of organotin TPT and a toxic dinofalgellate Alexandrium tamarense, respectively. Using N. awatschensis as a standard toxicity testing organism in marine pollution assessment in China is suggested. 展开更多
关键词 n. awatschensis m. bahia TOXICITY ORGAnOTIn drilling fluid toxic algae
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Combination of Transition Metals-(2,4-Pentanedionate) and P2O5 as a Regioselective Catalytic System for Nitric Acid Nitration of Ar-Himachalene
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作者 Issam Hossini Mohamed Anoir Harrad +3 位作者 Brahim Boualy Mustapha Ait Ali Larbi El Firdoussi Abdallah Karim 《Green and Sustainable Chemistry》 2011年第3期111-115,共5页
A practical system of metals-(2,4-pentanedionate) (M(acac)n (M= Fe, Zn, Co and V)) and P2O5 in the pres- ence of HNO3 catalyzes regioselective nitration of ar-himachalene 1 to mono-nitro-ar-himachalene 2 in mod- erate... A practical system of metals-(2,4-pentanedionate) (M(acac)n (M= Fe, Zn, Co and V)) and P2O5 in the pres- ence of HNO3 catalyzes regioselective nitration of ar-himachalene 1 to mono-nitro-ar-himachalene 2 in mod- erate to high yields. Under mild conditions, the selectivity of nitration of 1 to 2 is excellent compared to the classical method using the nitro-sulphuric mixture HNO3/H2SO4, both mono- and di-nitro-ar-himachalene 2 and 3 are obtained. The reaction offers a very good method for the preparation of nitro-aromatic compounds and provides a useful entry to new functionalized terpenic products. 展开更多
关键词 nITRATIOn SESQUITERPEnE Ar-Himachalene m(acac)n P2O5
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A new scoring system to evaluate adjuvant chemotherapy for patients with T2N0M0 gastric cancer after D2 gastrectomy
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作者 Quan Xu Wen-Zhe Kang +4 位作者 Jian-Ping Xiong Xin-Xin Shao Wei-Kun Li Hai-Tao Hu Yan-Tao Tian 《World Journal of Gastroenterology》 SCIE CAS 2022年第38期5626-5635,共10页
BACKGROUND At present,there is insufficient medical evidence to determine whether adjuvant chemotherapy is necessary for T2N0M0 gastric cancer.AIM To obtain a risk score to assess the need for adjuvant chemotherapy in... BACKGROUND At present,there is insufficient medical evidence to determine whether adjuvant chemotherapy is necessary for T2N0M0 gastric cancer.AIM To obtain a risk score to assess the need for adjuvant chemotherapy in patients with T2N0M0 gastric cancer.METHODS We identified 325 patients with pathological T2N0M0 stage primary gastric cancer at the National Cancer Center between 2011 and 2018.Univariate and multivariate Cox regression analyses were performed to predict factors affecting prognosis.Vascular invasion,tumor site,and body mass index were assessed,and a scoring system was established.We compared the survival outcomes and benefits of adjuvant chemotherapy between the different subgroups.RESULTS Five-year survival rates of the score 0,1,2,and 3 groups were 92%,95%,80%,and 50%,respectively(P<0.001).In the score 2-3 group,five-year survival rates for patients in the adjuvant chemotherapy group and postoperative observation group were 95%and 61%,respectively(P=0.021).CONCLUSION For patients with T2N0M0 stage gastric cancer and two or more risk factors,adjuvant chemotherapy after D2 gastrectomy may have a survival benefit. 展开更多
关键词 Gastric cancer Risk score T2n0m0 Adjuvant chemotherapy D2
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Effect of Fructus Psoraleae on motility of gallbladder isolated smooth muscle strips from guinea pigs
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作者 Shan Jin Mei Li +4 位作者 Mei-Ling Lin Yong-Hui Ding Song-Yi Qu Wei Li Tian-Zhen Zheng 《World Journal of Gastroenterology》 SCIE CAS CSCD 2006年第32期5214-5218,共5页
AIM: To observe the effect of Fructus Psoraleae on motility of isolated gallbladder muscle strips of guinea pigs and its mechanism. METHODS: Guinea pigs were hit to lose consciousness and the whole gallbladder was r... AIM: To observe the effect of Fructus Psoraleae on motility of isolated gallbladder muscle strips of guinea pigs and its mechanism. METHODS: Guinea pigs were hit to lose consciousness and the whole gallbladder was removed quickly. Two or three smooth muscle strips (8 mm×3mm) were cut along a longitudinal direction. The mucosa was gently removed. Every longitudinal muscle strip was suspended in a tissue chamber which was continuously perfused with 5 mL Krebs solution (37℃), pH 7.4, and aerated with 950 mL/L 02 and 50 mL/L CO2. The isometric response was recorded with an ink-writing recorder. After 2 h equilibration under i g-load, 50 μL Fructus Psoraleae (10, 20, 70, 200, 700, 1000 g/L) was added cumulatively into the tissue chamber in turn every 2 rain to observe their effects on gallbladder muscle strips (cumulating final concentration of Fructus Psoraleae was 0.1, 0.3, 1.0, 3.0, 10.0, 20.0 g/L). The antagonists, including 4-DAMP, benzhydramine, hexamethonium, phentolamine, verapamil and idomethine were given 2 min before Fructus Psoraleae respectively to investigate the mechanisms involved. RESULTS: Fructus Psoraleae dose-dependently increased the resting tension (r=0.992, P〈0.001), decreased the mean contractile amplitude (r=0.970, P〈0.001) and meanwhile increased the contractile frequency of the gallbladder muscle strip in vitro (r=0.965, P〈0.001). The exciting action of Fructus Psoraleae on the resting tension could be partially blocked by 4-DAMP (the resting tension decreased from 1.37 ± 0.41 to 0.70 ± 0.35, P〈0.001), benzhydramine (from 1.37 ±0.41 to 0.45±0.38, P〈0.001), hexamethonium (from 1.37 ± 0.41 to 0.94 ± 0.23, P〈0.05), phentolamine ( from 1.37±0.41 to 0.89±0.22, P〈0.01) and verapamil (from 1.37±0.41 to 0.94±0.26, P〈0.05). But the above antagonists had no significant effect on the action of Fructus Psoraleae-induced mean contractile amplitude (P〉0.05). Moreover, the increase of the contractile frequency due to Fructus Psoraleae was inhibited by 4-DAMP (decreased from 8.3 ± 1.2 to 6.8 ± 0.5, P 〈 0.01) and hexamethonium (from 8.3 ±1.2 to 7.0 ± 0.9, P 〈 0.05). Idomethine had no significant effect on the Fructus Psoraleae- induced responses (P〉 0.05). CONCLUSION: Fructus Psoraleae enhances the motility of isolated gallbladder muscle strips from guinea pigs, in a dose-dependent manner. The effect of Fructus Psoraleae is partly related to M3, N receptor, α receptor, H1 receptor, Ca^2+ channel, but not related to prostaglandin. 展开更多
关键词 Fructus Psoraleae Gallbladder smooth muscle strips m3 n α H1 receptors Ca^2+ channel PROSTAGLAnDIn
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Research progress on the mechanism of N6-methylade-nosine methylation modification and proteolipid protein 1 gene in schizophrenia
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作者 Zhilan Yang Hongying Pan +3 位作者 Lan Jiang Tiankai Jiang Yinhang Li Jie Wu 《Journal of Translational Neuroscience》 2022年第1期6-10,共5页
Schizophrenia (SCZ) is a serious mental illness with unknown etiology, high recurrence rate and high disability rate, which has caused a great burden to individuals and society. There is no clear etiology and pathogen... Schizophrenia (SCZ) is a serious mental illness with unknown etiology, high recurrence rate and high disability rate, which has caused a great burden to individuals and society. There is no clear etiology and pathogenesis. Methylation of N6-methyladenosine (m6A) can regulate the nervous and mental system, and affect the function of the nervous system. Proteolipid protein 1 (PLP1) is a risk gene for schizophrenia. In this study we review the research progress on the pathogenesis of schizophrenia, m6A methylation, and PLP1 gene. 展开更多
关键词 schizophrenia(SCZ) methylation of n6-methy ladenosine(m6A) proteolipid protein 1(PLP1)
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Morphofunctional Characteristics of Pulmonary Surfactant System and Its Effect on Immune Cells in Influenza A (H1N1) Pathogenesis
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作者 A. V. Kovner O. V. Potapova +1 位作者 V. A. Shkurupy A. M. Shestopalov 《Open Journal of Pathology》 2016年第1期1-7,共7页
There is an annual increase of influenza-related SARI cases in winter months. Despite the high relevance of this problem, influenza pathogenesis and the role of surfactant system and its SP-A (surfactant protein A) en... There is an annual increase of influenza-related SARI cases in winter months. Despite the high relevance of this problem, influenza pathogenesis and the role of surfactant system and its SP-A (surfactant protein A) enzyme in antiviral defense remain poorly understood. SP-A activates macrophage M1 polarization and triggers an antiviral response due to the activation of T-cells and dendritic cells. Therefore, surfactant system is an important element of infection protection and a promising therapeutic target. 展开更多
关键词 Influenza A (H1n1) Virus Pulmonary Surfactant system SP-A m1/m2 macrophages Antiviral Defense
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Peterson图和图D_(m,n)的边PI指数
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作者 张丽 张辉 红霞 《宁夏师范学院学报》 2024年第4期5-15,共11页
利用分析法和分类讨论法,给出Peterson图和D_(m,n)图的边PI指数计算公式,丰富了图的PI指数理论.
关键词 边PI指数 Peterson 图Dm n
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指数有界双连续n阶m次积分C群的指数公式
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作者 贺凯丽 赵华新 刘娟娟 《西南民族大学学报(自然科学版)》 CAS 2024年第2期199-205,共7页
利用经典算子半群理论中的研究方法,基于指数有界双连续n阶m次积分C群和预解式的定义,给出指数有界双连续n阶m次积分C群与其预解式间积分的表示关系,得到指数有界双连续n阶m次积分C群的指数公式,从而推广了n阶m次积分C半群的相关结果,... 利用经典算子半群理论中的研究方法,基于指数有界双连续n阶m次积分C群和预解式的定义,给出指数有界双连续n阶m次积分C群与其预解式间积分的表示关系,得到指数有界双连续n阶m次积分C群的指数公式,从而推广了n阶m次积分C半群的相关结果,丰富了算子半群理论的研究内容. 展开更多
关键词 双连续nm次积分C群 指数公式 指数有界 预解式
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Clinical outcome and prognostic factors of T4N0M0 colon cancer after R0 resection:A retrospective study 被引量:1
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作者 Bang Liu Zhao-Xiong Zhang +3 位作者 Xin-Yang Nie Wei-Lin Sun Yong-Jia Yan Wei-Hua Fu 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第5期1869-1877,共9页
BACKGROUND Paradoxically,patients with T4N0M0(stage II,no lymph node metastasis)colon cancer have a worse prognosis than those with T2N1-2M0(stage III).However,no previous report has addressed this issue.AIM To screen... BACKGROUND Paradoxically,patients with T4N0M0(stage II,no lymph node metastasis)colon cancer have a worse prognosis than those with T2N1-2M0(stage III).However,no previous report has addressed this issue.AIM To screen prognostic risk factors for T4N0M0 colon cancer and construct a prognostic nomogram model for these patients.METHODS Two hundred patients with T4N0M0 colon cancer were treated at Tianjin Medical University General Hospital between January 2017 and December 2021,of which 112 patients were assigned to the training cohort,and the remaining 88 patients were assigned to the validation cohort.Differences between the training and validation groups were analyzed.The training cohort was subjected to multi-variate analysis to select prognostic risk factors for T4N0M0 colon cancer,followed by the construction of a nomogram model.RESULTS The 3-year overall survival(OS)rates were 86.2%and 74.4%for the training and validation cohorts,respectively.Enterostomy(P=0.000),T stage(P=0.001),right hemicolon(P=0.025),irregular review(P=0.040),and carbohydrate antigen 199(CA199)(P=0.011)were independent risk factors of OS in patients with T4N0M0 colon cancer.A nomogram model with good concordance and accuracy was constructed.CONCLUSION Enterostomy,T stage,right hemicolon,irregular review,and CA199 were independent risk factors for OS in patients with T4N0M0 colon cancer.The nomogram model exhibited good agreement and accuracy. 展开更多
关键词 T4n0m0 colon cancer PROGnOSIS multivariate analysis nOmOGRAm Colon cancer
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(m,n)-内射和(m,n)-平坦函子
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作者 朱军 赵仁育 《兰州理工大学学报》 CAS 北大核心 2024年第2期142-147,共6页
设R是有单位元的结合环,m和n是两个固定的正整数.引入了(m,n)-内射函子和(m,n)-平坦函子的概念,研究了这两类函子的一些性质,利用(m,n)-内射函子和(m,n)-平坦函子给出了(m,n)-凝聚环和Von Neumann正则环的一些等价刻画.
关键词 (m n)-内射函子 (m n)-平坦函子 (m n)-凝聚环 Von neumann正则环 (预)覆盖 (预)包络
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一类广义K(m,n)方程的行波解
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作者 赵传业 朱能 +2 位作者 张艳芬 阮小军 钟希杰 《南昌大学学报(理科版)》 CAS 2024年第3期214-220,230,共8页
运用微分方程定性理论和动力系统分支方法,研究了一类广义K(m,n)方程的行波解。考虑了两种情形:K(1,3,2)方程和K(2,3,3)方程。在不同的参数条件下,得到K(1,3,2)方程的紧孤子和K(2,3,3)方程的紧孤子及周期爆破波解。进一步通过数值模拟,... 运用微分方程定性理论和动力系统分支方法,研究了一类广义K(m,n)方程的行波解。考虑了两种情形:K(1,3,2)方程和K(2,3,3)方程。在不同的参数条件下,得到K(1,3,2)方程的紧孤子和K(2,3,3)方程的紧孤子及周期爆破波解。进一步通过数值模拟,分析其系统的分支相图和行波解的波形图。 展开更多
关键词 分支方法 K(m n)方程 紧孤子 周期爆破波解
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Learning Sequential and Structural Dependencies Between Nucleotides for RNA N6-Methyladenosine Site Identification
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作者 Guodong Li Bowei Zhao +4 位作者 Xiaorui Su Dongxu Li Yue Yang Zhi Zeng Lun Hu 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2024年第10期2123-2134,共12页
N6-methyladenosine(m6A)is an important RNA methylation modification involved in regulating diverse biological processes across multiple species.Hence,the identification of m6A modification sites provides valuable insi... N6-methyladenosine(m6A)is an important RNA methylation modification involved in regulating diverse biological processes across multiple species.Hence,the identification of m6A modification sites provides valuable insight into the biological mechanisms of complex diseases at the post-transcriptional level.Although a variety of identification algorithms have been proposed recently,most of them capture the features of m6A modification sites by focusing on the sequential dependencies of nucleotides at different positions in RNA sequences,while ignoring the structural dependencies of nucleotides in their threedimensional structures.To overcome this issue,we propose a cross-species end-to-end deep learning model,namely CR-NSSD,which conduct a cross-domain representation learning process integrating nucleotide structural and sequential dependencies for RNA m6A site identification.Specifically,CR-NSSD first obtains the pre-coded representations of RNA sequences by incorporating the position information into single-nucleotide states with chaos game representation theory.It then constructs a crossdomain reconstruction encoder to learn the sequential and structural dependencies between nucleotides.By minimizing the reconstruction and binary cross-entropy losses,CR-NSSD is trained to complete the task of m6A site identification.Extensive experiments have demonstrated the promising performance of CR-NSSD by comparing it with several state-of-the-art m6A identification algorithms.Moreover,the results of cross-species prediction indicate that the integration of sequential and structural dependencies allows CR-NSSD to capture general features of m6A modification sites among different species,thus improving the accuracy of cross-species identification. 展开更多
关键词 Cross-domain reconstruction cross-species prediction n6-methyladenosine(m6A)modification site RnA sequence sequential and structural dependencies
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