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Exploration of influential factors about Qi-deficiency constitution of Traditional Chinese Medicine based on multi-methods
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作者 LUO Yue CHENG Xiaoen +4 位作者 JIANG Luxia SU Biliang ZHAO Yuxin OU Jintao WEN Chuanbiao 《Journal of Traditional Chinese Medicine》 2025年第3期693-701,共9页
OBJECTIVE:To find more influencing factors Qideficiency constitution of Traditional Chinese Medicine(TCM)using dynamic and comprehensive information.METHODS:Because grey relational analysis(GRA)is good at processing i... OBJECTIVE:To find more influencing factors Qideficiency constitution of Traditional Chinese Medicine(TCM)using dynamic and comprehensive information.METHODS:Because grey relational analysis(GRA)is good at processing incomplete information and has no special requirements for sample size and distribution.We acquired 2122 pieces of valid Qi-deficiency constitution dynamic data after preprocessing,and used GRA combing withχ~2 test and multivariate logistic regression analysis to discover and sort the influencing factors of Qideficiency constitution.RESULTS:For the calculation results of GRA,there were 10(62.5%)aspects whose grey correlation degrees were greater than 0.6.The results ofχ~2 test showed that all the above 10 aspects were statistically significant with Qideficiency constitution.The analysis results of multivariate logistic regression analysis showed the following factors were positively correlated with Qi-deficiency constitution:premature birth,sleeping late and getting up early,sleeping late and getting up late,irregular sleeping,sleeping 6.0-6.9 h per day,artificial feeding,female,age at 18-19,and father's age at 18-19 years old when a baby at birth.The following factors were negatively correlated with Qi-deficiency constitution:sleeping 8.0-8.9 h per day and≥9.0 h per day,and age at 30-39 and 40-49 years old.CONCLUSIONS:It is necessary to pay attention to these innate and acquired information of individuals which may lead to Qi-deficiency constitution.And our research also provides a novel methodological thinking for analyzing the influential factors of TCM constitution. 展开更多
关键词 Qi-deficiency constitution influencing factors grey relational analysis univariate analysis multivariate analysis
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Risk factors and predictive modeling of early postoperative liver function abnormalities
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作者 Lin Zhong Hao-Yuan Wang +5 位作者 Xiao-Na Li Qiong Ling Ning Hao Xiang-Yu Li Gao-Feng Zhao Min Liao 《World Journal of Hepatology》 2025年第8期233-243,共11页
BACKGROUND Research has shown that several factors can influence postoperative abnormal liver function;however,most studies on this issue have focused specifically on hepatic and cardiac surgeries,leaving limited rese... BACKGROUND Research has shown that several factors can influence postoperative abnormal liver function;however,most studies on this issue have focused specifically on hepatic and cardiac surgeries,leaving limited research on contributing factors in other types of surgeries.AIM To identify the risk factors for early postoperative abnormal liver function in multiple surgery types and construct a risk prediction model.METHODS This retrospective cohort study involved 3720 surgical patients from 5 surgical departments at Guangdong Provincial Hospital of Traditional Chinese Medicine.Patients were divided into abnormal(n=108)and normal(n=3612)groups based on liver function post-surgery.Univariate analysis and LASSO regression screened variables,followed by logistic regression to identify risk factors.A prediction model was constructed based on the variables selected via logistic re-gression.The goodness-of-fit of the model was evaluated using the Hosm-er–Lemeshow test,while discriminatory ability was measured by the area under the receiver operating characteristic curve.Calibration curves were plotted to visualize the consistency between predicted probabilities and observed outcomes.RESULTS The key factors contributing to abnormal liver function after surgery include elevated aspartate aminotransferase and alanine aminotransferase levels and reduced platelet counts pre-surgery,as well as the sevoflurane use during the procedure,among others.CONCLUSION The above factors collectively represent notable risk factors for postoperative liver function injury,and the prediction model developed based on these factors demonstrates strong predictive efficacy. 展开更多
关键词 Perioperative period Abnormal liver function Risk factor univariate analysis Risk prediction model
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Analysis of Prognosis of 122 Colorectal Cancer Patients with Concurrent Liver Metastasis
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作者 Jihui Luo Feng Gao Sen Zhang Lisheng Chen Jianfeng Yang 《Clinical Oncology and Cancer Research》 CAS CSCD 2009年第3期214-220,共7页
OBJECTIVE To explore prognostic factors and treatmentchoices for colorectal cancer (CRC) patients with concurrent livermetastases (CLM).METHODS The data of the 122 CRC patients with CLM, whowere treated in our hospita... OBJECTIVE To explore prognostic factors and treatmentchoices for colorectal cancer (CRC) patients with concurrent livermetastases (CLM).METHODS The data of the 122 CRC patients with CLM, whowere treated in our hospital from January 2000 to December 2005,were collected. Overall survival rate of the patients in our groupwas analyzed using Kaplan-Meier method, and the univariateand multivariate analyses of the 18 factors affecting the survivalrate, including clinicopathologic factors and treatment methods,were conducted using Log-rank test and Cox regression model(SPSS13.0).RESULTS The median survival time of the 122 patients withCRC was 13 months. The 1, 2, 3 and 5-year survival rate was52.46%, 24.59%, 12.30% and 3.28%, respectively. Univariateanalysis combined with Kaplan-Meier curve revealed that thefactors of prognosis included the size of the primary tumor, thelevels of differentiation, lymphatic status, cancerous ileus (CI),the number, size and distribution of liver metastases, extrahepaticinvolvement, the serum CEA level at diagnosis, treatmentmodality, the extent of primary resection, chemotherapeuticmodality and regimen. Multivariate analysis showed that CI,differentiation levels, serum CEA value at diagnosis and treatmentmodality were the independent prognostic factors of CRC patientswith CLM.CONCLUSION For the CRC patients with CLM, poordifferentiation of the tumor and CI, as well as a high CEAlevel indicate an unfavorable prognosis. Treatment choice is ofspecial significance in treating the CRC patients with CLM, soactive radical excision of the primary tumor and liver metastasisis strongly recommended in the CRC patients with hepaticmetastasis alone. Interventional chemotherapy has advantagescompared with the whole-body chemotherapy via peripheral vein,and the regimen of systemic chemotherapy containing oxaliplatinis preferred. 展开更多
关键词 colorectal cancer/primary synchronous liver metastases PROGNOSIS multivariate analysis univariate analysis.
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Causal relationship between multiple types of food intake and myopia:a Mendelian randomization study
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作者 Sha-Sha Zhang Jiao-Jiao Liang +4 位作者 Yun Feng Xia Hong Yi-Jia Zhao Ling Chen Ping Lin 《International Journal of Ophthalmology(English edition)》 2025年第9期1718-1729,共12页
AIM:To investigate the causal relationship between dietary intake and myopia using Mendelian randomization(MR)analysis.METHODS:Genome-wide association study(GWAS)data from the IEU Open GWAS database were utilized to e... AIM:To investigate the causal relationship between dietary intake and myopia using Mendelian randomization(MR)analysis.METHODS:Genome-wide association study(GWAS)data from the IEU Open GWAS database were utilized to examine associations between myopia and various dietary factors.MR analysis,incorporating both univariable and multivariable approaches,assessed the impact of food intake on myopia risk through five analytical methods,with inverse variance weighted(IVW)serving as the primary reference.Sensitivity analyses,including heterogeneity assessment,horizontal pleiotropy evaluation,and leave-oneout analysis,were conducted to validate the MR findings.RESULTS:Univariable MR analysis identified a causal link between food intake and myopia.Consumption of breaded fish,canned soup,sweet biscuits,and certain fruits correlated with a lower risk of myopia,whereas intake of low-calorie hot chocolate and cereal was associated with an increased risk.Multivariable MR analysis further confirmed that breaded fish consumption exerted a direct protective effect against myopia,particularly when consumed alongside other dietary components.These findings highlight the intricate interplay between specific dietary factors and myopia development,offering valuable insights for further research.CONCLUSION:MR analysis provides evidence supporting a potential causal relationship between breaded fish intake and myopia,underscoring its relevance in targeted myopia prevention strategies. 展开更多
关键词 MYOPIA genome-wide association study food intakes univariable Mendelian randomization analysis multivariable Mendelian randomization analysis
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Factors predicting sensory and motor recovery after the repair of upper limb peripheral nerve injuries 被引量:13
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作者 Bo He Zhaowei Zhu +6 位作者 Qingtang Zhu Xiang Zhou Canbin Zheng Pengliang Li Shuang Zhu Xiaolin Liu Jiakai Zhu 《Neural Regeneration Research》 SCIE CAS CSCD 2014年第6期661-672,共12页
OBJECTIVE: To investigate the factors associated with sensory and motor recovery after the repair of upper limb peripheral nerve injuries. DATA SOURCES: The online PubMed database was searched for English articles d... OBJECTIVE: To investigate the factors associated with sensory and motor recovery after the repair of upper limb peripheral nerve injuries. DATA SOURCES: The online PubMed database was searched for English articles describing outcomes after the repair of median, ulnar, radial, and digital nerve injuries in humans with a publication date between 1 January 1990 and 16 February 2011. STUDY SELECTION: The following types of article were selected: (1) clinical trials describ- ing the repair of median, ulnar, radial, and digital nerve injuries published in English; and (2) studies that reported sufficient patient information, including age, mechanism of injury, nerve injured, injury location, defect length, repair time, repair method, and repair materials. SPSS 13.0 software was used to perform univariate and multivariate logistic regression analyses and to in- vestigate the patient and intervention factors associated with outcomes. MAIN OUTCOME MEASURES: Sensory function was assessed using the Mackinnon-Dellon scale and motor function was assessed using the manual muscle test. Satisfactory motor recovery was defined as grade M4 or M5, and satisfactory sensory recovery was defined as grade S3+ or S4. RESULTS: Seventy-one articles were included in this study. Univariate and multivariate logistic regression analyses showed that repair time, repair materials, and nerve injured were inde- pendent predictors of outcome after the repair of nerve injuries (P 〈 0.05), and that the nerve injured was the main factor affecting the rate of good to excellent recovery. CONCLUSION: Predictors of outcome after the repair of peripheral nerve injuries include age, gender, repair time, repair materials, nerve injured, defect length, and duration of follow-up. 展开更多
关键词 nerve regeneration peripheral nerve injury outcome predictors nerve repair upperlimb univariate analysis PROGNOSIS 863 Program neural regeneration
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Clinical and pathological characteristics and prognosis of 132 cases of rectal neuroendocrine tumors 被引量:3
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作者 Yong-Jun Yu Yu-Wei Li +3 位作者 Yang Shi Zhao Zhang Min-Ying Zheng Shi-Wu Zhang 《World Journal of Gastrointestinal Oncology》 SCIE CAS 2020年第8期893-902,共10页
BACKGROUND Neuroendocrine tumors(NETs)frequently occur in the gastrointestinal tract,lung,and pancreas,and the rectum and appendix are the sites with the highest incidence.Epidemiology statistics show that an estimate... BACKGROUND Neuroendocrine tumors(NETs)frequently occur in the gastrointestinal tract,lung,and pancreas,and the rectum and appendix are the sites with the highest incidence.Epidemiology statistics show that an estimated 8000 people every year in the United States are diagnosed with NETs occurring in the gastrointestinal tract,including the stomach,intestine,appendix,colon,and rectum.The pathological changes and clinical symptoms of NETs are not specific,and therefore they are frequently misdiagnosed.AIM To investigate the clinical symptoms,pathological characteristics,treatment,and prognosis of rectal neuroendocrine tumors(RNETs)by analyzing the clinical and pathological data of 132 RNET cases at our hospital.METHODS All RNETs were graded according to Ki-67 positivity and mitotic events.The tumors were staged as clinical stages I,II,III,and IV according to infiltrative depth and tumor size.COX proportional hazard model was used to assess the main risk factors for survival.RESULTS These 132 RNETs included 83 cases of G1,21 cases of G2,and 28 cases of G3(neuroendocrine carcinoma)disease.Immunohistochemical staining showed that 89.4%of RNETs were positive for synaptophysin and 39.4%positive for chromogranin A.There were 19,85,23,and 5 cases of clinical stages I,II,III,and IV,respectively.The median patient age was 52.96 years.The diameter of tumor,depth of invasion,and pathological grade were the main reference factors for the treatment of RNETs.The survival rates at 6,12,36,and 60 mo after operation were 98.5%,94.6%,90.2%,and 85.6%,respectively.Gender,tumor size,tumor grade,lymph node or distant organ metastasis,and radical resection were the main factors associated with prognosis of RNETs.Multivariate analysis showed that tumor size and grade were independent prognostic factors.CONCLUSION The clinical symptoms of RNETs are not specific,and they are easy to misdiagnose.Surgery is the main treatment method.The grade and stage of RNETs are the main indices to evaluate prognosis. 展开更多
关键词 Neuroendocrine tumors PROGNOSIS univariate analysis Tumor size Tumor grade Neuroendocrine carcinoma
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Rapid screening and visual tracing of melamine in soybean meal by NIR microscopy imaging
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作者 Zengling Yang Chengte Wang +2 位作者 Lujia Han Jing Li Xian Liu 《Journal of Innovative Optical Health Sciences》 SCIE EI CAS 2014年第4期66-75,共10页
Near infrared microscopy imaging fers the opportunity to explore not only what lkinds ofchemical species are present at micro-scale level but also where the chemical species would bepr esent.By revealing the spectral ... Near infrared microscopy imaging fers the opportunity to explore not only what lkinds ofchemical species are present at micro-scale level but also where the chemical species would bepr esent.By revealing the spectral and spatial information,the technique can identify and localizeany interested component.This study investigates the feasibility of using Near infrared mi.croscopy imaging to detect melamine in soybean meal.The results showed that 6805 cm^(-1) is verysensitive for melamine but not for soybean meal,so can be used for univariate analysis,Singlewavelength image and peak integr ation image at 6805 cm^(-1) are simple and efective met hods todetect the melamine in soybean meal.Furthermore,Principal Component Analysis is applied todetect the melamine in soybean meal. 展开更多
关键词 Near infrared microscopy imaging(NIRM imaging) soybean meal MELAMINE univariate analysis PCA
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Prediction of Early Rebleeding and Mortality after Acute Esophageal Variceal Hemorrhage among Yemeni Patients in Major Hospitals—Sana’a
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作者 Arege Yahya Hunaysh 《Open Journal of Gastroenterology》 2016年第8期214-227,共14页
Background and aims: Acute variceal hemorrhage (AVH) is the most serious encountered complication of liver cirrhosis and carries high mortality rate. Several risk factors that predict early rebleeding and mortality ha... Background and aims: Acute variceal hemorrhage (AVH) is the most serious encountered complication of liver cirrhosis and carries high mortality rate. Several risk factors that predict early rebleeding and mortality have been studied and there is no similar study in our country, so the aim of this study was to identify the risk factors of early rebleeding and mortality after bleeding episode in cirrhotic patients in Yemen. Patients and Method: It was a prospective study of cirrhotic patients with AVH who were admitted to the main public hospitals in Sana’a between April 2014 and March 2015. Demographic information, medical histories, physical examination findings, and laboratory test results were collected. Endoscopic and pharmacologic treatment was performed. The patients were followed up since admission and up to 6 weeks for the occurrence of rebleeding and mortality after the acute attack. Univariate and multivariate analyses were performed to identify independent risk factors for rebleeding and mortality. Survival analysis was estimated using the Kaplan-Meier method. Result: A total of 102 patients were analyzed. 26 patients (25.5%) rebleeded within 6 weeks period. The predictive factors significantly associated with rebleeding within 6 weeks period in univariate analysis were clot on varix at index endoscope (P - 47.29, P = 0.001) and high serum bilirubin (- 1.19, P = 0.01). Sixteen patients died (15.7%) within 6 weeks period. Predictors of mortality with significant difference in univariate analysis were hypovolemic shock (P = 0.001), high WBCs count (P - 1.41, P - 1.40, P < 0.05) were independent risk factors for mortality within 6 weeks period. Conclusion: Early rebleeding in cirrhotic patients with AVH was associated with clot on varix at endoscope and high serum bilirubin more than 3 mg/dl. Early mortality rate was associated with high MELD score (≥19) and WBCs over 10.3 × 10<sup>9</sup>/l. 展开更多
关键词 Acute Variceal Hemorrhage Child-Turcotte-Pugh Score Model for End-Stage Liver Disease (MELD) Prospective Study univariate analysis Multivariate analysis
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A data selection method for matrix effects and uncertainty reduction for laser-induced breakdown spectroscopy 被引量:1
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作者 龙杰 宋惟然 +1 位作者 侯宗余 王哲 《Plasma Science and Technology》 SCIE EI CAS CSCD 2023年第7期82-89,共8页
Severe matrix effects and high signal uncertainty are two key bottlenecks for the quantitative performance and wide applications of laser-induced breakdown spectroscopy(LIBS).Based on the understanding that the superp... Severe matrix effects and high signal uncertainty are two key bottlenecks for the quantitative performance and wide applications of laser-induced breakdown spectroscopy(LIBS).Based on the understanding that the superposition of both matrix effects and signal uncertainty directly affects plasma parameters and further influences spectral intensity and LIBS quantification performance,a data selection method based on plasma temperature matching(DSPTM)was proposed to reduce both matrix effects and signal uncertainty.By selecting spectra with smaller plasma temperature differences for all samples,the proposed method was able to build up the quantification model to rely more on spectra with smaller matrix effects and signal uncertainty,therefore improving final quantification performance.When applied to quantitative analysis of the zinc content in brass alloys,it was found that both accuracy and precision were improved using either a univariate model or multiple linear regression(MLR).More specifically,for the univariate model,the root-mean-square error of prediction(RMSEP),the determination coefficients(R^(2))and relative standard derivation(RSD)were improved from 3.30%,0.864 and 18.8%to 1.06%,0.986 and 13.5%,respectively;while for MLR,RMSEP,R^(2)and RSD were improved from 3.22%,0.871 and 26.2%to 1.07%,0.986 and 17.4%,respectively.These results prove that DSPTM can be used as an effective method to reduce matrix effects and improve repeatability by selecting reliable data. 展开更多
关键词 laser-induced breakdown spectroscopy(LIBS) quantification UNCERTAINTY univariate/multivariate analysis matrix effects temperature matching
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Statistical approach to determination of overhaul and maintenance cost of loading equipment in surface mining 被引量:8
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作者 Lashgari Ali Sayadi Ahmad Reza 《International Journal of Mining Science and Technology》 SCIE EI 2013年第3期441-446,共6页
The purpose of this research was to develop a new approach in determination of overhaul and maintenance cost of loading equipment in surface mining. Two statistical models including univariate exponential regression (... The purpose of this research was to develop a new approach in determination of overhaul and maintenance cost of loading equipment in surface mining. Two statistical models including univariate exponential regression (UER) and multivariate linear regression (MLR) were used in this study. Loading equipment parameters such as bucket capacity, machine weight, engine power, boom length, digging depth, and dumping height were considered as variables. The results obtained by models and mean absolute error rate indicate that these models can be applied as the useful tool in determination of overhaul and maintenance cost of loading equipment. The results of this study can be used by the decision-makers for the specific surface mining operations. 展开更多
关键词 Overhaul and maintenance cost Loading equipment Surface mining univariate exponential regression Multivariate linear regression Principal component analysis
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Utilization of cuproptosis-related lncRNAs to predict the prognosis of pancreatic cancer patients and explore their roles in immune cell infiltration and prognosis evaluation
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作者 Kaili Liao Jinting Cheng +13 位作者 Xiajing Yu Ziqian Liu Xue Zhang Yuxin Fu Wenyige Zhang Jie Liu Feifei Teng Yuxuan Xie Xiwen Yan Gaoquan Cao Bing Sun Hanqing Zhao Jingyan Zhang Xiaozhong Wang 《Genes & Diseases》 2025年第3期39-41,共3页
The prognosis of pancreatic cancer(PC)is difficult to predict1 and is extremely poor.2 Studies showed that cuproptosis was related to PC.The roles are not completely understood.It is considered that lncRNAs are closel... The prognosis of pancreatic cancer(PC)is difficult to predict1 and is extremely poor.2 Studies showed that cuproptosis was related to PC.The roles are not completely understood.It is considered that lncRNAs are closely associated with PC.We explored the relationship of curproptosisrelated lncRNAs(CRLs)with the prognosis of PC patients and their potential role.We determined 19 prognostic CRLs through Pearson correlation analysis and univariate Cox regression analysis from 185 tumor samples.Subsequently,we constructed a predictive prognosis model for PC patients based on four CRLs and utilized the formula to calculate the risk score. 展开更多
关键词 pearson correlation analysis immune cell infiltration univariate cox regression analysis lncRNAs cuproptosis pancreatic cancer pancreatic cancer pc PROGNOSIS
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Application Analysis of Financial Early-warning System
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作者 Yuan Zhang 《Journal of Systems Science and Information》 2009年第4期379-384,共6页
Financial early-warning is the main content of corporate financial manage- ment. This paper discusses the forecasting methods of corporate financial early-warning system, and its role in enterprise financial crisis pr... Financial early-warning is the main content of corporate financial manage- ment. This paper discusses the forecasting methods of corporate financial early-warning system, and its role in enterprise financial crisis prevention. With analyzing cases to illus- trate the application of financial early-warning system in Chinese enterprises. 展开更多
关键词 financial early-warning risk disposal system univariate analysis
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