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Enhancing Statistical Infrastructure to Improve Economic Census Efficiency
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作者 Jie Liang 《Proceedings of Business and Economic Studies》 2024年第5期13-19,共7页
With the continuous development of the economy and societal progress,the economic census,as an important aspect of national statistical work,is directly influenced by the quality of grassroots infrastructure.This pape... With the continuous development of the economy and societal progress,the economic census,as an important aspect of national statistical work,is directly influenced by the quality of grassroots infrastructure.This paper thoroughly discusses the importance of strengthening the statistical foundation to improve the efficiency of economic census work,analyzes the existing issues in current infrastructure and census processes,and proposes corresponding solutions.By enhancing the professional training of grassroots statisticians,updating data collection technologies,and optimizing workflows,the aim is to significantly improve the accuracy and efficiency of the economic census,providing strong support for the healthy development of the national economy and informed decision-making. 展开更多
关键词 STATISTICS Grassroots construction Economic census
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Trends in colorectal cancer incidence according to an increase in the number of colonoscopy cases in Korea
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作者 Ga Hee Kim Yeong Chan Lee +8 位作者 Tae Jun Kim Sung Noh Hong Dong Kyung Chang Young-Ho Kim Dong-Hoon Yang Chang Mo Moon Kyunga Kim Hyun Gun Kim Eun-Ran Kim 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第1期51-60,共10页
BACKGROUND The incidence of colorectal cancer(CRC)and preinvasive CRC(e.g.,early colon cancer and advanced adenoma)is gradually increasing in several countries.AIM To evaluate the trend in incidence of CRC and preinva... BACKGROUND The incidence of colorectal cancer(CRC)and preinvasive CRC(e.g.,early colon cancer and advanced adenoma)is gradually increasing in several countries.AIM To evaluate the trend in incidence of CRC and preinvasive CRC according to the increase in the number of colonoscopies performed in Korea.METHODS This retrospective cohort study enrolled Korean patients from 2002 to 2020 to evaluate the incidence of CRC and preinvasive CRC,and assess the numbers of diagnostic colonoscopies and colonoscopic polypectomies.Colonoscopy-related complications by age group were also determined.RESULTS The incidence of CRC showed a rapid increase,then decreased after 2012 in the 50-75 year-age group.During the study period,the rate of incidence of preinvasive CRC increased at a similar level in patients under 50 and 50-75 years of age.Since 2009,the increase has been rapid,showing a pattern similar to the increase in colonoscopies.The rate of colonoscopic polypectomy in patients aged under 50 was similar to the rate in patients over 75 years of age after 2007.The rate of complications after colonoscopy and related deaths within 3 mo was high for those over 75 years of age.CONCLUSION The diagnosis of preinvasive CRC increased with the increase in the number of colonoscopies performed.As the risk of colonoscopy-related hospitalization and death is high in the elderly,if early lesions at risk of developing CRC are diagnosed and treated under or at the age of 75,colonoscopy-related complications can be reduced for those aged 76 years or over. 展开更多
关键词 Colorectal cancer Preinvasive colorectal cancer Colorectal polypectomy COLONOSCOPY
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Innovations and Challenges in Economic Census Methodology:A Study by the Bureau of Statistics
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作者 Suqing Li 《Proceedings of Business and Economic Studies》 2024年第5期145-150,共6页
The Bureau of Statistics has demonstrated a forward-looking strategic approach in its economic census.By leveraging dual innovations in technology and management,and incorporating modern technologies such as big data,... The Bureau of Statistics has demonstrated a forward-looking strategic approach in its economic census.By leveraging dual innovations in technology and management,and incorporating modern technologies such as big data,cloud computing,and the Internet of Things,it has deepened the reform of the census methodology.Additionally,the Bureau has built a multi-dimensional collaborative network that enhances international cooperation,departmental coordination,and public participation.This approach not only addresses the limitations of traditional statistical methods in a complex economic environment but also improves data quality and census efficiency,providing an accurate and reliable foundation for national economic decision-making. 展开更多
关键词 Economic census METHODOLOGY Bureau of Statistics
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The development and implementation of pathological parameters and molecular testing impact prognosis of colorectal adenocarcinoma
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作者 Midie Xu Yaqi Li +15 位作者 Yingxue Liu Jinjia Chang Changming Zhou Weiwei Weng Hui Sun Cong Tan Xin Wang Xu Wang Meng Zhang Shujuan Ni Lei Wang Yu Yang Xiaoyan Zhou Junjie Peng Dan Huang Weiqi Sheng 《Journal of the National Cancer Center》 2024年第1期74-85,共12页
Objective:This study aims to analyze how changes in pathological diagnosis practice and molecular detection technology have affected clinical outcomes for colorectal cancer(CRC)patients in Fudan University Shanghai Ca... Objective:This study aims to analyze how changes in pathological diagnosis practice and molecular detection technology have affected clinical outcomes for colorectal cancer(CRC)patients in Fudan University Shanghai Cancer Center(FUSCC).Methods:This retrospective cohort study analyzed 21,141 pathologically confirmed CRC cases diagnosed at FUSCC from 2008 to 2020.Patients were divided into five groups for different analytical purposes:(1)the before vs.since 2014 groups to analyze the influence of the changes in the classification criteria of pT3 and pT4 staging on the survival of patients;(2)the partial vs.total mesorectal excision(TME)groups to analyze whether evaluation of completeness of the mesorectum have impact on the survival of patients;(3)the tumor deposit(TD)(+)N0 vs.TD(+)N1c groups to analyze the influence of the changes in the pN staging on the survival of patients with positive TD and negative regional lymph node metastasis(LNM);(4)the before vs.since 2013 groups to analyze the influence of the changes in the testing process of deficient mismatch repair on the survival of patients;and(5)the groups with vs.without RAS/BRAF gene mutation testing to analyze the influence of these testing on the survival of patients.Patients’clinicopathological parameters,including age at diagnosis,sex,tumor size,location,differentiation,mucinous subtype,TD,lymphovascular invasion,perineural invasion,tumor depth,LNM and distant metastasis,and tumor-node-metastasis(TNM)stage,were compared between groups.Kaplan-Meier analysis with log rank method was performed for patients’overall survival(OS)and disease-free survival(DFS)analyses.Results:In pathological reports,there were three parameter changes that impacted patient outcomes.Firstly,changes in the pT staging criteria led to a shift of the ratio of patients with stage pT3 to stage pT4 from 1:110.9 to 1:0.26.In comparison to patients admitted before 2014(n=4,754),a significant difference in prognosis between pT3 and pT4 stages was observed since 2014(n=9,965).Secondly,we began to evaluate the completeness of the mesorectum since 2016.As a result,91.0%of patients with low rectal cancer underwent TME(n=4,111)surgery,and patients with TME had significantly better OS compared with partial mesorectal excision(PME,n=409).Thirdly,we began to stage TD(+)LNM(-)as N1c since 2017.The results showed that N1c(n=127)but not N0(n=39)can improve the prognosis of patients without LNM and distal metastasis.In molecular testing,there have been three and five iterations of updates regarding mismatch repair(MMR)/microsatellite instability(MSI)status and RAS/BRAF gene mutation detection,respectively.The standardization of MMR status testing has sharply decreased the proportion of deficient MMR(dMMR)patients(from 32.5%to 7.4%)since 2013.The prognosis of patients underwent MMR status testing since 2013(n=867)were significantly better than patients before 2013(n=1,313).In addition,detection of RAS/BRAF gene mutation status(n=5,041)resulted in better DFS but not OS,for patients with stage I-III disease(n=16,557).Conclusion:Over the past few decades,updates in elements in pathological reports,as well as the development of standardized tests for MMR/MSI status and RAS/BRAF gene mutations have significantly improved patient outcomes. 展开更多
关键词 Colorectal adenocarcinoma Pathological features Molecular testing TRENDS PROGNOSIS
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CapOX as neoadjuvant chemotherapy for locally advanced operable colon cancer patients: a prospective single-arm phase Ⅱ trial 被引量:14
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作者 Fangqi Liu Li Yang +11 位作者 Yuchen Wu Cong Li Jiang Zhao Adili Keranmu Hongtu Zheng Dan Huang Lei Wang Tong Tong Junyan Xu Ji Zhu Sanjun Cai Ye Xu 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2016年第6期589-597,共9页
Objective: The aim of this prospective, single-arm phase II trial was to confirm the safety and efficacy of neoadjuvant chemotherapy(NAC) using oxaliplatin plus capecitabine(Cap OX) for patients with operable loc... Objective: The aim of this prospective, single-arm phase II trial was to confirm the safety and efficacy of neoadjuvant chemotherapy(NAC) using oxaliplatin plus capecitabine(Cap OX) for patients with operable locally advanced colon cancer(CC).Methods: Patients with computed tomography-defined T4 or lymph node-positive CCs were enrolled. After radiological staging, patients were treated with at least 2 cycles of NAC consisting of 130 mg/m2 oxaliplatin on d 1,plus 1,000 mg/m2 capecitabine twice daily for 14 d every 3 weeks, followed by surgery, and then with the rest cycles of adjuvant chemotherapy. Radiological response was evaluated after 2 cycles of NAC. Tumor response, treatment toxicity, and surgical complications were recorded. The pathological response to therapy was evaluated according to the tumor regression grade(TRG) score. The primary endpoint was pathologic tumor response. This trial is registered in Clinical Trials.gov(No: NCT02415829).Results: Forty-seven patients were enrolled in the study. Forty-two patients completed the planned treatments.The total radiological response rate was 68%(32/47), including complete and partial response rates of 2%(1/47)and 66%(31/47), respectively. Stable disease was observed in 32%(15/47) and progressive disease was observed in none. Complete pathologic response, major regression, and at least moderate regression were achieved in 1(2%), 2(4%), and 29(62%) patients, respectively. Four patients developed grade 3 treatment toxicities. One patient with wound infection occurred after operation(1/47, 2%). There was no treatment-related death.Conclusions: Our results suggest that NAC with Cap OX is an effective and safe treatment option for patients with locally advanced CCs. 展开更多
关键词 Colon cancer neoadjuvant chemotherapy phase II trial SURGERY
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Comparative study on artificial intelligence systems for detecting early esophageal squamous cell carcinoma between narrow-band and white-light imaging 被引量:11
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作者 Bing Li Shi-Lun Cai +10 位作者 Wei-Min Tan Ji-Chun Li Ayimukedisi Yalikong Xiao-Shuang Feng Hon-Ho Yu Pin-Xiang Lu Zhen Feng Li-Qing Yao Ping-Hong Zhou Bo Yan Yun-Shi Zhong 《World Journal of Gastroenterology》 SCIE CAS 2021年第3期281-293,共13页
BACKGROUND Non-magnifying endoscopy with narrow-band imaging(NM-NBI)has been frequently used in routine screening of esophagus squamous cell carcinoma(ESCC).The performance of NBI for screening of early ESCC is,howeve... BACKGROUND Non-magnifying endoscopy with narrow-band imaging(NM-NBI)has been frequently used in routine screening of esophagus squamous cell carcinoma(ESCC).The performance of NBI for screening of early ESCC is,however,significantly affected by operator experience.Artificial intelligence may be a unique approach to compensate for the lack of operator experience.AIM To construct a computer-aided detection(CAD)system for application in NMNBI to identify early ESCC and to compare it with our previously reported CAD system with endoscopic white-light imaging(WLI).METHODS A total of 2167 abnormal NM-NBI images of early ESCC and 2568 normal images were collected from three institutions(Zhongshan Hospital of Fudan University,Xuhui Hospital,and Kiang Wu Hospital)as the training dataset,and 316 pairs of images,each pair including images obtained by WLI and NBI(same part),were collected for validation.Twenty endoscopists participated in this study to review the validation images with or without the assistance of the CAD systems.The diagnostic results of the two CAD systems and improvement in diagnostic efficacy of endoscopists were compared in terms of sensitivity,specificity,accuracy,positive predictive value,and negative predictive value.RESULTS The area under receiver operating characteristic curve for CAD-NBI was 0.9761.For the validation dataset,the sensitivity,specificity,accuracy,positive predictive value,and negative predictive value of CAD-NBI were 91.0%,96.7%,94.3%,95.3%,and 93.6%,respectively,while those of CAD-WLI were 98.5%,83.1%,89.5%,80.8%,and 98.7%,respectively.CAD-NBI showed superior accuracy and specificity than CAD-WLI(P=0.028 and P≤0.001,respectively),while CAD-WLI had higher sensitivity than CAD-NBI(P=0.006).By using both CAD-WLI and CAD-NBI,the endoscopists could improve their diagnostic efficacy to the highest level,with accuracy,sensitivity,and specificity of 94.9%,92.4%,and 96.7%,respectively.CONCLUSION The CAD-NBI system for screening early ESCC has higher accuracy and specificity than CAD-WLI.Endoscopists can achieve the best diagnostic efficacy using both CAD-WLI and CAD-NBI. 展开更多
关键词 Computer-aided detection Esophageal squamous cell carcinoma ENDOSCOPY SCREENING Narrow-band imaging White-light imaging
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Geographical mapping and Bayesian spatial modeling of malaria incidence in Sistan and Baluchistan province,Iran 被引量:2
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作者 Farid Zayeri Masoud Salehi Hasan Pirhosseini 《Asian Pacific Journal of Tropical Medicine》 SCIE CAS 2011年第12期985-992,共8页
ObjectiveTo present the geographical map of malaria and identify some of the important environmental factors of this disease in Sistan and Baluchistan province, Iran.MethodsWe used the registered malaria data to compu... ObjectiveTo present the geographical map of malaria and identify some of the important environmental factors of this disease in Sistan and Baluchistan province, Iran.MethodsWe used the registered malaria data to compute the standard incidence rates (SIRs) of malaria in different areas of Sistan and Baluchistan province for a nine-year period (from 2001 to 2009). Statistical analyses consisted of two different parts: geographical mapping of malaria incidence rates, and modeling the environmental factors. The empirical Bayesian estimates of malaria SIRs were utilized for geographical mapping of malaria and a Poisson random effects model was used for assessing the effect of environmental factors on malaria SIRs.ResultsIn general, 64 926 new cases of malaria were registered in Sistan and Baluchistan Province from 2001 to 2009. Among them, 42 695 patients (65.8%) were male and 22 231 patients (34.2%) were female. Modeling the environmental factors showed that malaria incidence rates had positive relationship with humidity, elevation, average minimum temperature and average maximum temperature, while rainfall had negative effect on malaria SIRs in this province.ConclusionsThe results of the present study reveals that malaria is still a serious health problem in Sistan and Baluchistan province, Iran. Geographical map and related environmental factors of malaria can help the health policy makers to intervene in high risk areas more efficiently and allocate the resources in a proper manner. 展开更多
关键词 MALARIA Standard INCIDENCE rate GEOGRAPHICAL map Empirical BAYESIAN ESTIMATE Sistan and Baluchistan
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African swine fever and meat prices fluctuation:An empirical study in China based on TVP-VAR model 被引量:4
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作者 LI Hui-shang HU Chen-pei +2 位作者 LÜZheng LI Mei-qi GUO Xin-zhu 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2021年第8期2289-2301,共13页
African swine fever(ASF),a fatal disease outbroken in China in August 2018,has widely attracted social concern especially in the information era.The occurrence of ASF led to an imbalance between supply and demand in p... African swine fever(ASF),a fatal disease outbroken in China in August 2018,has widely attracted social concern especially in the information era.The occurrence of ASF led to an imbalance between supply and demand in pork and other meat markets.As a result,meat prices fluctuated greatly during the past year in 2019.To measure ASF quantitatively,the internet public concern index about ASF was created using web crawler methods.The relationships between ASF and meat prices were analyzed based on time-varying parameter vector auto-regressive(TVP-VAR)model.The results showed that there were some differences in the impact size,direction and duration of ASF on the prices of pork,chicken,beef and mutton,and the characteristics of time variability and heterogeneity were obvious.At the same time,the impact of ASF on meat prices is not consistent with the trend and degree of ASF.The impulse intensity is strongly correlated with the strength and duration of ASF,and it is generally weak in the early stage and much stronger in the middle and late periods.The results indicate that macro regulations,monitoring and early-warning system,standardizing production and circulation,and the public opinion monitoring and guidance about ASF should be given more attention in future to stabilize the market expectations and to promote a smooth functioning of the livestock markets. 展开更多
关键词 African swine fever meat prices dynamic transmission TVP-VAR model
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Optimal control approach to stability criteria on Hill's equations 被引量:1
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作者 ZU Jian LI Yong 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2018年第3期253-273,共21页
This paper gives a tutorial on how to prove Lyapunov type criteria by optimal control methods. Firstly, we consider stability criteria on Hill’s equations with nonnegative potential. By optimal control methods develo... This paper gives a tutorial on how to prove Lyapunov type criteria by optimal control methods. Firstly, we consider stability criteria on Hill’s equations with nonnegative potential. By optimal control methods developed in 1990s, we obtain several stability criteria including Lyapunov’s criterion, Neǐgauz and Lidskiǐ’s criterion. Secondly, we present stability criteria on Hill’s equations with sign-changing potential in which Brog’s criterion and Krein’s criterion are included. 展开更多
关键词 stability criteria optimal control method Hill's equation Lyapunov inequality
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Comparing irinotecan/cisplatin with etoposide/cisplatin in patients with ED-SCLC: A meta-analysis of efficacy and toxicity 被引量:1
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作者 Wang Bibo Han Yiping Zang Jiajie 《Journal of Medical Colleges of PLA(China)》 CAS 2012年第4期210-225,共16页
Objective: Irinotecan in combination with cisplatin for extensive-stage disease small-ceU lung cancer (ED-SCLC) patients has gained wide interest. Varying results for this treatment underpin the need for a synthesi... Objective: Irinotecan in combination with cisplatin for extensive-stage disease small-ceU lung cancer (ED-SCLC) patients has gained wide interest. Varying results for this treatment underpin the need for a synthesis of evidence. Methods: We conducted a literature-based meta-analysis to quantify the magnitude of the benefit comparing irinotecan in combination with cisplatin (IP) with etoposide in combination with cisplatin (EP) in ED-SCLC patients. The primary outcome was overall survival (OS) and progression-free survival (PFS); secondary outcomes included overall response rate, 1- and 2-year survival rates, disease control rate and toxicity. Results: Four trials including 1,541 patients were identified in the analysis. No positive results (P〈0.05) were seen: OS (HR=0.85, CI95%=0.71-1.01; P=-0.08) with high heterogeneity (Chi2=7.76, dr=-3 [P=-0.05]; I2=61%), PFS (HR=0.91, CI95%=0.74-1.28; P=-0.36) with high heterogeneity (Chi2=11.96, df=3 [P=-0.008]; I2=75%), overall response rate(OR=1.16; CI95%=0.79-1.70; P=0.45), disease control rate (OR=1.01; CI95%=0.74-1.38; P=0.95), 1-year survival rate (OR = 1.30; CI95%=0.98-1.72; P=0.07) and 2-year survival rate (OR=1.97; CI95%=0.95-4.09; P=-0.07). Fewer patients who received IP suffered severe hematologic toxicities (grade≥3), such as neutropenia, thrombocytopenia and leucopenia. However, severe non-hematologic toxicities (grade≥3), such as diarrhea, nausea, vomiting, fatigue, anorexia, and dehydration, were more common among patients who received IP. Conclusion: IP does not lengthen the overall survival or progression-free survival compared with EP in patients with ED-SCLC Fewer patients receiving IP had grade ≥ 3 hematological toxicities of nentropenia, leucopenia and thrombocytopenia, but more had grade≥3 diarrhea, nausea, vomiting, fatigue, anorexia and dehydration. 展开更多
关键词 Small cell lung carcinoma IRINOTECAN ETOPOSIDE CISPLATIN META-ANALYSIS
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Influence of geographic, knowledge and behavioral factors on Opisthorchis viverrini infection in the Northeast of Thailand 被引量:1
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作者 Kittipong Sornlorm Wongsa Loahasiriwong +1 位作者 Paiboon Sithithaworn Wilaiphorn Thinkhamrop 《Asian Pacific Journal of Tropical Medicine》 SCIE CAS 2019年第11期499-506,共8页
Objective:To determine the influence of geographic,knowledge and behavioral factors on Opisthorchis(O.)viverrini infection in the Northeast of Thailand.Methods:This cross-sectional study was conducted by using four da... Objective:To determine the influence of geographic,knowledge and behavioral factors on Opisthorchis(O.)viverrini infection in the Northeast of Thailand.Methods:This cross-sectional study was conducted by using four datasets of years 2016 and 2017.Generalized linear mixed model was employed to analyze association between geographic,knowledge and behavioral factors and O.viverrini infection.Results:Totally there were 1885 participants.The prevalence of O.viverrini infection was 10.03%.Geographic factors that showed statistically significant association with O.viverrini infection in the Northeast region were featured by at least a dam and reservoir(Adj.OR=4.21,95%CI:2.49-7.13,P<0.001),at least a weir(Adj.OR=1.74,95%CI:1.09-2.77,P=0.020),>50 dogs and cats per village(Adj.OR=3.40,95%CI:2.17-5.31,P<0.001),and rice fields covered>50%of its areas(Adj.OR=1.91,95%CI:1.04-4.01,P=0.036),as well as low to moderate levels of knowledge(Adj.OR=1.60,95%CI:1.32 to 1.94,P<0.001),consumed raw fish(Adj.OR=1.90,95%CI:1.02 to 3.52,P=0.040)and consumed processed raw fish(Adj.OR=3.03,95%CI:2.20 to 4.18,P<0.001).Other significant covariates were gender and age of the respondents.Conclusions:O.viverrini infection still remains a public health problem of the Northeast of Thailand.Geographic and demographic factors,knowledge,and consumption behaviors of raw fish products are significantly associated with O.viverrini infection. 展开更多
关键词 GEOGRAPHIC FACTORS OPISTHORCHIS viverrini INFECTION CHOLANGIOCARCINOMA Northeast of Thailand
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Establishing a rabbit model of perianal fistulizing Crohn's disease
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作者 Shuang-Shuang Lu Wen-Jia Liu +8 位作者 Qiu-Ya Niu Chun-Yan Huo Yu-Qing Cheng En-Jing Wang Rong-Nan Li Fang-Fang Feng Yi-Ming Cheng Rong Liu Jin Huang 《World Journal of Gastroenterology》 SCIE CAS 2022年第15期1536-1547,共12页
BACKGROUND Crohn’s disease(CD)is a chronic nonspecific intestinal inflammatory disease.The aetiology and pathogenesis of CD are still unclear.Anal fistula is the main complication of CD and is a difficult problem to ... BACKGROUND Crohn’s disease(CD)is a chronic nonspecific intestinal inflammatory disease.The aetiology and pathogenesis of CD are still unclear.Anal fistula is the main complication of CD and is a difficult problem to solve at present.The main limitation of developing new therapies is bound up with the short of preclinical security and effectiveness data.Therefore,an ideal animal model is needed to establish persistent anal fistula and an inflamed rectal mucosa.AIM To improve the induction method of colitis and establish a reliable and reproducible perianal fistulizing Crohn’s disease animal model to evaluate new treatment strategies.METHODS Twenty male New Zealand rabbits underwent rectal enema with different doses of 2,4,6-trinitrobenzene sulfonic acid to induce proctitis.Group A was treated with an improved equal interval small dose increasing method.The dosage of group B was constant.Seven days later,the rabbits underwent surgical creation of a transsphincteric fistula.Then,three rabbits were randomly selected from each group every 7 d to remove the seton from the fistula.The rabbits were examined by endoscopy every 7 days,and biopsy forceps were used to obtain tissue samples from the obvious colon lesions for histological analysis.The disease activity index(DAI),colonoscopy and histological scores were recorded.Perianal endoscopic ultrasonography(EUS)was used to evaluate the healing of fistulas.RESULTS Except for the DAI score,the colonoscopy and histological scores in group A were significantly higher than those in group B(P<0.05).In the ideal model rabbit group,on the 7 th day after the removal of the seton,all animals had persistent lumens on EUS imaging,showing continuous fullthickness high signals.Histological inspection of the fistula showed acute and chronic inflammation,fibrosis,epithelialization and peripheral proctitis of the adjoining rectum.CONCLUSION The improved method of CD colitis induction successfully established a rabbit perianal fistula CD preclinical model,which was confirmed by endoscopy and pathology. 展开更多
关键词 Crohn’s disease Perianal fistula MODEL ENDOSCOPY HISTOLOGY
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Determining Sufficient Number of Imputations Using Variance of Imputation Variances: Data from 2012 NAMCS Physician Workflow Mail Survey
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作者 Qiyuan Pan Rong Wei +1 位作者 Iris Shimizu Eric Jamoom 《Applied Mathematics》 2014年第21期3421-3430,共10页
How many imputations are sufficient in multiple imputations? The answer given by different researchers varies from as few as 2 - 3 to as many as hundreds. Perhaps no single number of imputations would fit all situatio... How many imputations are sufficient in multiple imputations? The answer given by different researchers varies from as few as 2 - 3 to as many as hundreds. Perhaps no single number of imputations would fit all situations. In this study, η, the minimally sufficient number of imputations, was determined based on the relationship between m, the number of imputations, and ω, the standard error of imputation variances using the 2012 National Ambulatory Medical Care Survey (NAMCS) Physician Workflow mail survey. Five variables of various value ranges, variances, and missing data percentages were tested. For all variables tested, ω decreased as m increased. The m value above which the cost of further increase in m would outweigh the benefit of reducing ω was recognized as the η. This method has a potential to be used by anyone to determine η that fits his or her own data situation. 展开更多
关键词 Multiple IMPUTATION SUFFICIENT NUMBER of Imputations Hot-Deck IMPUTATION
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Costs and Benefits of China's Environmental Regulation
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作者 李钢 马岩 姚磊磊 《China Economist》 2011年第3期70-81,共12页
This paper examines the current costs, benefits and intensity of China's industrial environment regulation, as well as the path of regulatory enhancement. Regulatory intensity has been on the rise since 1997. The int... This paper examines the current costs, benefits and intensity of China's industrial environment regulation, as well as the path of regulatory enhancement. Regulatory intensity has been on the rise since 1997. The intensity was only 43 in 1997 and then reached 68 by 2007. This paper for the first time compares the treatment costs at the front and rear ends of pollution chain, employs the concept of regulatory benefit multiplier, and calculates the benefit multipliers for different pollutants. Results indicate that enhanced environmental protection since 1997 makes social and economic sense, particularly for the front end treatment of various pollutants since 2004, which have considerable economic benefits. After comparing the benefit multipliers, we have prioritized the pollutants for regulatory consideration: environmental regulation shouM be made tougher for waste water first, and then dust and fumes, followed by SO2 and lastly CO2. This will help to achieve the best environmental outcomes while incurring no additional economic costs. 展开更多
关键词 protection of industrial environment environmental regulation environmental cost COMPETITIVENESS
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Differences in Physiological Age Affect Diagnosis of Nitrogen Deficiencies in Cornfields
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作者 J. ZHANG A. M. BLACKMER T. M. BLACKMER 《Pedosphere》 SCIE CAS CSCD 2008年第5期545-553,共9页
Many studies have shown that chlorophyll meter readings (CMRs) can be used to diagnose deficiencies of nitrogen (N) during the growth of corn (Zea mays L.) in small-plot trials, but there is need to address addi... Many studies have shown that chlorophyll meter readings (CMRs) can be used to diagnose deficiencies of nitrogen (N) during the growth of corn (Zea mays L.) in small-plot trials, but there is need to address additional problems encountered when diagnoses are made in fields of the size managed in production agriculture. A noteworthy difference between smallplot trials and production agriculture is the extent to which the effects of N are confounded with the effects of other factors such as tillage, landscape, soil organic matter and moisture content. We illustrate how some of these factors can cause differences in the physiological age of plants and introduce errors in the diagnoses of N deficiencies. We suggest methods (measuring the height to the youngest leaf collar and assigning leaf numbers by using the first leaf with pubescence and the ear leaf as references to identify growth stages) for minimizing these errors. The simplified method of growth stage identification can be used to select appropriate plants and leaves for making diagnoses in fields and to distinguish the effects of N from the effects of other factors that influence plant growth. 展开更多
关键词 CHLOROPHYLL corn (Zea mays L.) nitrogen deficiency physiological age
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Fraction of Missing Information (γ) at Different Missing Data Fractions in the 2012 NAMCS Physician Workflow Mail Survey
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作者 Qiyuan Pan Rong Wei 《Applied Mathematics》 2016年第10期1057-1067,共11页
In his 1987 classic book on multiple imputation (MI), Rubin used the fraction of missing information, γ, to define the relative efficiency (RE) of MI as RE = (1 + γ/m)?1/2, where m is the number of imputations, lead... In his 1987 classic book on multiple imputation (MI), Rubin used the fraction of missing information, γ, to define the relative efficiency (RE) of MI as RE = (1 + γ/m)?1/2, where m is the number of imputations, leading to the conclusion that a small m (≤5) would be sufficient for MI. However, evidence has been accumulating that many more imputations are needed. Why would the apparently sufficient m deduced from the RE be actually too small? The answer may lie with γ. In this research, γ was determined at the fractions of missing data (δ) of 4%, 10%, 20%, and 29% using the 2012 Physician Workflow Mail Survey of the National Ambulatory Medical Care Survey (NAMCS). The γ values were strikingly small, ranging in the order of 10?6 to 0.01. As δ increased, γ usually increased but sometimes decreased. How the data were analysed had the dominating effects on γ, overshadowing the effect of δ. The results suggest that it is impossible to predict γ using δ and that it may not be appropriate to use the γ-based RE to determine sufficient m. 展开更多
关键词 Multiple Imputation Fraction of Missing Information (γ) Sufficient Number of Imputations Missing Data NAMCS
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A Single Server Queue with Coxian-2 Service and One-Phase Vacation (M/C-2/M/1 Queue)
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作者 Zeyad R. Al-Rawi Khalid M. S. Al Shboul 《Open Journal of Applied Sciences》 2021年第6期766-774,共9页
In this paper, we study a single server queueing system with Coxian-2 service.  In Particular, we study M/C-2/M/1 queue with Coxian-2 service and exponential vacation. We assume that units (customers) arrive at t... In this paper, we study a single server queueing system with Coxian-2 service.  In Particular, we study M/C-2/M/1 queue with Coxian-2 service and exponential vacation. We assume that units (customers) arrive at the system one by one in a Poisson process and the server provides one-by-one service based on first in first out (FIFO) rule. We obtained the steady state queue size distributions in terms of the probability generating functions, the average number of customers and their average waiting time in the system as well as in the queue. 展开更多
关键词 Single Server Queues Poisson Arrivals Coxian-2 Distribution Time Depending Solution Steady State Solution
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Usefulness of fecal lactoferrin in predicting and monitoring the clinical severity of infectious diarrhea
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作者 Chien-Chang Chen Chee-Jen Chang +3 位作者 Tzou-Yien Lin Ming-Wei Lai Hsun-Chin Chao Man-Shan Kong 《World Journal of Gastroenterology》 SCIE CAS CSCD 2011年第37期4218-4224,共7页
AIM:To explore the value of fecal lactoferrin in predicting and monitoring the clinical severity of infectious diarrhea.METHODS:Patients with acute infectious diarrhea ranging from 3 mo to 10 years in age were enrolle... AIM:To explore the value of fecal lactoferrin in predicting and monitoring the clinical severity of infectious diarrhea.METHODS:Patients with acute infectious diarrhea ranging from 3 mo to 10 years in age were enrolled,and one to three stool samples from each subject were collected.Certain parameters,including white blood cells /differential count,C-reactive protein,fecal mucus,fecal pus cells,duration of fever,vomiting,diarrhea and severity(indicated by Clark and Vesikari scores),were recorded and analyzed.Fecal lactoferrin was determined by enzyme-linked immunosorbent assay and compared in different pathogen and disease activity.Generalized estimating equations(GEE) were also used for analysis.RESULTS:Data included 226 evaluations for 117 individuals across three different time points.Fecal lactoferrin was higher in patients with Salmonella(11.17 μg/g ± 2.73 μg/g) or Campylobacter(10.32 μg/g ± 2.94 μg/g) infections and lower in patients with rotavirus(2.82 μg/g ± 1.27 μg/g) or norovirus(3.16 μg/g ± 1.18 μg/g) infections.Concentrations of fecal lactoferrin were significantly elevated in patients with severe(11.32 μg/g ± 3.29 μg/g) or moderate(3.77 μg/g ± 2.08 μg/g) disease activity compared with subjects with mild(1.51 μg/g ± 1.36 μg/g) disease activity(P < 0.05).GEE analysis suggests that this marker could be used to monitor the severity and course of gastrointestinal infections and may provide information for disease management.CONCLUSION:Fecal lactoferrin increased during bacterial infection and with greater disease severity and may be a good marker for predicting and monitoring intestinal inflammation in children with infectious diarrhea. 展开更多
关键词 LACTOFERRIN DIARRHEA Generalized estimating equations Vesikari scores Clark scores
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The Patterns of Complementary Feeding and Growth among 12 to 23 Month-Old Children in China
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作者 WANG Shuo MEI Yue +7 位作者 MA Zhong Hua ZHAO Wen Hua TANG Xue Jun PANG Xue Hong ZHANG Qian LI Rui Li WANG Yu Ying XU Tao 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2021年第11期847-858,共12页
Objective This study aimed to understand the characteristics of dietary patterns among children aged12 to 23 months and discusses the relationship between dietary patterns and the growth of children.Method Cross-secti... Objective This study aimed to understand the characteristics of dietary patterns among children aged12 to 23 months and discusses the relationship between dietary patterns and the growth of children.Method Cross-sectional data were selected from the National Nutrition and Health Systematic Survey for 0 to 18 year-old children in China(n=2,449)to describe the patterns of complementary feeding and the growth of children.Cluster analysis was used to analyze complementary feeding patterns,and an analysis of variance and Bonferroni test were conducted to analyze the relationship between Z scores and complementary feeding patterns.Results Four dietary patterns were identified among the children via cluster analysis.In Pattern 4(n=104,4.2%),children still consumed milk as their staple food.They displayed the lowest grain,fruit,vegetable,egg,and flesh foods consumption,a medium frequency of breast milk consumption,and a high frequency of dairy product consumption.Pattern 4 had the lowest length-for-age Z scores and weight-for-age Z scores,with-0.10±1.34 and 0.24±1.00,respectively(F=7.940,P<0.001;F=5.317,P<0.001).Conclusion Although China is undergoing rapid urbanization and economic development,there is still a phenomenon of insufficient intake of protein-rich foods and dairy-based dietary patterns at the stage of complementary food introduced among children aged 12 to 23 months. 展开更多
关键词 Dietary pattern Z score GROWTH Children aged 12 to 23 months
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Practice and Thoughts on due Statistics for Four Classes of Enterprises Above Designated Size
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作者 Yan Qinglan 《Economics World》 2021年第3期139-143,共5页
“Four classes of enterprises above designated size”(hereinafter called four-classes enterprises)refer to objects of statistical survey that have reached a certain scale in China’s current statistical method system,... “Four classes of enterprises above designated size”(hereinafter called four-classes enterprises)refer to objects of statistical survey that have reached a certain scale in China’s current statistical method system,including four classes in national economy,namely,industrial enterprises above designated size,construction and real estate development and management enterprises above qualifications,wholesale and retail,catering and accommodation enterprises,and service enterprises above designated size,which are the primary part of national economic and social development activities.This paper is focused on analyzing the practice and difficulties in the current statistics work of four-classes enterprises,and then this paper proposes some recommendations. 展开更多
关键词 four classes of enterprises above designated size method of statistics statistics system
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