The machine learning models of multiple linear regression(MLR),support vector regression(SVR),and extreme learning ma-chine(ELM)and the proposed ELM models of online sequential ELM(OS-ELM)and OS-ELM with forgetting me...The machine learning models of multiple linear regression(MLR),support vector regression(SVR),and extreme learning ma-chine(ELM)and the proposed ELM models of online sequential ELM(OS-ELM)and OS-ELM with forgetting mechanism(FOS-ELM)are applied in the prediction of the lime utilization ratio of dephosphorization in the basic oxygen furnace steelmaking process.The ELM model exhibites the best performance compared with the models of MLR and SVR.OS-ELM and FOS-ELM are applied for sequential learning and model updating.The optimal number of samples in validity term of the FOS-ELM model is determined to be 1500,with the smallest population mean absolute relative error(MARE)value of 0.058226 for the population.The variable importance analysis reveals lime weight,initial P content,and hot metal weight as the most important variables for the lime utilization ratio.The lime utilization ratio increases with the decrease in lime weight and the increases in the initial P content and hot metal weight.A prediction system based on FOS-ELM is applied in actual industrial production for one month.The hit ratios of the predicted lime utilization ratio in the error ranges of±1%,±3%,and±5%are 61.16%,90.63%,and 94.11%,respectively.The coefficient of determination,MARE,and root mean square error are 0.8670,0.06823,and 1.4265,respectively.The system exhibits desirable performance for applications in actual industrial pro-duction.展开更多
BACKGROUND The prognostic impact of preoperative gamma-glutamyl transpeptidase to platelet ratio(GPR)levels in patients with solitary hepatitis B virus(HBV)-related hepatocellular carcinoma(HCC)following radical resec...BACKGROUND The prognostic impact of preoperative gamma-glutamyl transpeptidase to platelet ratio(GPR)levels in patients with solitary hepatitis B virus(HBV)-related hepatocellular carcinoma(HCC)following radical resection has not been established.AIM To examine the clinical utility of GPR for prognosis prediction in solitary HBVrelated HCC patients.METHODS A total of 1167 solitary HBV-related HCC patients were retrospectively analyzed.GPR levels were compared with 908 non-HCC individuals.Overall survival(OS)and recurrence-free survival(RFS)were evaluated,and cox proportional hazard model analyses were performed to identify independent risk factors.Differences in characteristics were adjusted by propensity score matching(PSM).Subgroup and stratified survival analyses for HCC risks were performed,and a linear trend of the hazard ratio(HR)according to GPR levels was constructed.RESULTS GPR levels of patients with solitary HBV-related HCC were higher than those with hepatic hemangiomas,chronic hepatitis B and healthy control(adjusted P<0.05).Variable bias was diminished after the PSM balance test.The low GPR group had improved OS(P<0.001)and RFS(P<0.001)in the PSM analysis and when combined with other variables.Multivariate cox analyses suggested that low GPR levels were associated with a better OS(HR=0.5,95%CI:0.36-0.7,P<0.001)and RFS(HR=0.57,95%CI:0.44-0.73,P<0.001).This same trend was confirmed in subgroup analyses.Prognostic nomograms were constructed and the calibration curves showed that GPR had good survival prediction.Moreover,stratified survival analyses found that GPR>0.6 was associated with a worse OS and higher recurrence rate(P for trend<0.001).CONCLUSION Preoperative GPR can serve as a noninvasive indicator to predict the prognosis of patients with solitary HBVrelated HCC.展开更多
The functional properties of endogenous Schwann cells(SCs)during nerve repair are dynamic.Optimizing the functional properties of SCs at different stages of nerve repair may have therapeutic benefit in improving the r...The functional properties of endogenous Schwann cells(SCs)during nerve repair are dynamic.Optimizing the functional properties of SCs at different stages of nerve repair may have therapeutic benefit in improving the repair of damaged nerves.Previous studies showed that miR-221-3p promotes the proliferation and migration of SCs,and miR-338-3p promotes the myelination of SCs.In this study,we established rat models of sciatic nerve injury by bridging the transected sciatic nerve with a silicone tube.We injected a miR-221 lentiviral vector system together with a doxycycline-inducible Tet-On miR-338 lentiviral vector system into the cavity of nerve conduits of nerve stumps to sequentially regulate the biological function of endogenous SCs at different stages of nerve regeneration.We found that the biological function of SCs was sequentially regulated,the diameter and density of myelinated axons were increased,the expression levels of NF200 and myelin basic protein were increased,and the function of injured peripheral nerve was improved using this system.miRNA Target Prediction Database prediction,Nanopore whole transcriptome sequencing,quantitative PCR,and dual luciferase reporter gene assay results predicted and verified Cdkn1b and Nrp1 as target genes of miR-221-3p and miR-338-3p,respectively,and their regulatory effects on SCs were confirmed in vitro.In conclusion,here we established a new method to enhance nerve regeneration through sequential regulation of biological functions of endogenous SCs,which establishes a new concept and model for the treatment of peripheral nerve injury.The findings from this study will provide direct guiding significance for clinical treatment of sciatic nerve injury.展开更多
One of the important fields in statistics is testing hypothesis of correlation coefficient. The extension of the idea of testing correlation to fuzzy hypothesis is of great interesting. In this study, we examined the ...One of the important fields in statistics is testing hypothesis of correlation coefficient. The extension of the idea of testing correlation to fuzzy hypothesis is of great interesting. In this study, we examined the use of fuzzy hypothesis testing approach for the Sequential Probability Ratio Test (SPRT) of correlation coefficient. Use of fuzzy hypothesis testing for correlation coefficient with SPRT is illustrated by an example.展开更多
We consider an extension to Sequential Probability Ratio Tests for when we have uncertain costs, but also opportunity to learn about these in an adaptive manner. In doing so we demonstrate the effects that allowing un...We consider an extension to Sequential Probability Ratio Tests for when we have uncertain costs, but also opportunity to learn about these in an adaptive manner. In doing so we demonstrate the effects that allowing uncertainty has on observation cost, and the costs associated with Type I and Type II error. The value of information relating to modelled uncertainties is derived and the case of statistical dependence between the parameter affecting decision outcome and the parameter affecting unknown cost is also examined. Numerical examples of the derived theory are provided, along with a simulation comparing this adaptive learning framework to the classical one.展开更多
目的探讨结核感染T细胞斑点试验(T-SPOT.TB)联合颗粒酶B(GrB)+CD8^(+)T淋巴细胞在诊断结核病中的价值。方法选取南昌大学第一附属医院2021年2月至2022年3月疑似结核病患者212例,所有患者均保留T-SPOT结果,流式细胞仪检测外周血中T淋巴...目的探讨结核感染T细胞斑点试验(T-SPOT.TB)联合颗粒酶B(GrB)+CD8^(+)T淋巴细胞在诊断结核病中的价值。方法选取南昌大学第一附属医院2021年2月至2022年3月疑似结核病患者212例,所有患者均保留T-SPOT结果,流式细胞仪检测外周血中T淋巴细胞亚群及其穿孔素和GrB的表达,根据出院最终诊断分为结核病组和非结核病组,比较两组间T-SPOT斑点数和淋巴细胞亚群及其穿孔素和GrB表达差异,ROC曲线分析ESAT-6斑点数,CFP-10斑点数,结核特异性抗原(TBAg)与植物血凝素(PHA)斑点数的比值(TBAg/PHA)(ESAT-6/PHA和CFP-10/PHA中较大的一个),GrB^(+)Ts(CD8^(+)T)及“结核比值”[TBAg/(PHA*GrB^(+)Ts)]的诊断效能。结果GrB^(+)Ts细胞百分比在结核组中显著高于非结核组(44.95±2.98 vs 33.49±1.87,P<0.05),而总T细胞、穿孔素+T细胞,GrB^(+)T细胞,Ts细胞和穿孔素+Ts细胞百分比差异无统计学意义(P>0.05);非结核组T-SPOT.TB阳性率为51.85%,明显低于结核组的92%,且结核组的A抗原斑点数及B抗原斑点数显著大于非结核组(P<0.05),ROC曲线显示A抗原诊断结核病的灵敏度和特异性分别为80.0%和56.8%,曲线下面积(AUC)为0.748,约登指数为0.368;B抗原的灵敏度和特异性为分别62.0%和77.8%,AUC为0.758,约登指数为0.398;A抗原+B抗原灵敏度和特异性为72.0%和74.1%,AUC为0.796,约登指数为0.461;结核组的TBAg/PHA比率要显著高于非结核组(1.21±0.17 vs 0.26±0.02,P<0.001)以0.59为cut-off值时,诊断结核病的灵敏度和特异性分别为66%和91.4%,AUC高达0.852,约登指数为0.574;结核组的“结核比值”要显著高于非结核组(4.58±0.87 vs 1.71±0.24,P<0.01),以1.24为cut-off值时,诊断结核病的灵敏度和特异性分别为82.0%和72.2%,AUC为0.794,约登指数为0.542。结论应用TBAg/PHA比率和TBAg/(PHA*GrB^(+)Ts)比值诊断结核病的效能要优于常规的T-SPOT检测,两者结合使用对结核病诊断可能具有重要价值。展开更多
BACKGROUND The lymphocyte-to-white blood cell ratio(LWR)is a blood marker of the systemic inflammatory response.The prognostic value of LWR in patients with hepatitis B virus-associated acute-on-chronic liver failure(...BACKGROUND The lymphocyte-to-white blood cell ratio(LWR)is a blood marker of the systemic inflammatory response.The prognostic value of LWR in patients with hepatitis B virus-associated acute-on-chronic liver failure(HBV-ACLF)remains unclear.AIM To explore whether LWR could stratify the risk of poor outcomes in HBV-ACLF patients.METHODS This study was conducted by recruiting 330 patients with HBV-ACLF at the Department of Gastroenterology in a large tertiary hospital.Patients were divided into survivor and non-survivor groups according to their 28-d prognosis.The independent risk factors for 28-d mortality were calculated by univariate and multivariate Cox regression analyses.Patients were divided into low-and high-LWR groups according to the cutoff values.Kaplan-Meier analysis was performed according to the level of LWR.RESULTS During the 28-d follow-up time,135 patients died,and the mortality rate was 40.90%.The LWR level in non-surviving patients was significantly decreased compared to that in surviving patients.A lower LWR level was an independent risk factor for poor 28-d outcomes(hazard ratio=0.052,95%confidence interval:0.005-0.535).The LWR level was significantly negatively correlated with the Child-Turcotte-Pugh,model for end-stage liver disease,and Chinese Group on the Study of Severe Hepatitis B-ACLF II scores.In addition,the 28-d mortality was higher for patients with LWR<0.11 than for those with LWR≥0.11.CONCLUSION LWR may serve as a simple and useful tool for stratifying the risk of poor 28-d outcomes in HBVACLF patients.展开更多
目的探讨外周血常规检测各项指标及比值与眼眶弥漫性大B细胞淋巴瘤(diffuse large B-cell lymphoma,DLBCL)的相关性。方法本研究为病例对照研究,收集2015年1月-2022年12月于复旦大学附属肿瘤医院确诊为眼眶DLBCL老年患者作为疾病组(眼眶...目的探讨外周血常规检测各项指标及比值与眼眶弥漫性大B细胞淋巴瘤(diffuse large B-cell lymphoma,DLBCL)的相关性。方法本研究为病例对照研究,收集2015年1月-2022年12月于复旦大学附属肿瘤医院确诊为眼眶DLBCL老年患者作为疾病组(眼眶DLBCL组),原发性中枢神经系统DLBCL患者作为疾病对照组(PCNSL-DLBCL组),以及健康人群作为健康对照组。使用方差分析比较3组间血常规检测的各项参数的差异。Lasso回归筛选出眼眶DLBCL的关键因素,并通过Logistic回归确认。绘制ROC曲线,计算线下面积。结果3组之间年龄与性别相匹配(P>0.05)。相较于健康对照组,眼眶DLBCL组的单核细胞计数(M)、血小板与淋巴细胞的比值(PLR)、中性粒细胞与淋巴细胞的比值(NLR)、系统性免疫炎症指数(SII)、红细胞分布宽度(RDW)、乳酸脱氢酶(LDH)显著升高,而淋巴细胞计数(L)、淋巴细胞与单核细胞比值(LMR)显著降低,差异均具有统计学意义(P<0.05)。Lasso回归分析显示,PLR和LMR是眼眶DLBCL病变的重要影响因素。进一步Logistic回归分析发现,L降低(OR,11.1868;95%CI,4.222229.6401;P<0.0001)、M升高(OR,1.8990;95%CI,1.488929.6401;P<0.0001)、PLR升高(OR,1.0609;95%CI,1.02251.1009;P=0.0017)和NLR升高(OR,4.5157;95%CI,2.71277.5170;P<0.0001)是眼眶DLBCL的独立危险因素,而LMR升高是DLBCL的保护因素(OR,0.3923;95%CI,0.22970.6698;P=0.006)。ROC曲线分析发现,PLR与LMR联合运用对眼眶DLBCL具有一定的诊断价值(AUC=0.877)。结论外周血PLR和LMR与眼眶DLBCL相关。PLR升高和LMR减低可能是眼眶DLBCL病变的危险因素,为疾病探索新的生物标志物提供初步临床检验学证据。展开更多
This paper aims to propose the sequential pattern discovery method of Deoxyribonucleic Acid (DNA) sequence database in order to identify cancer disease. The DNA which is composed of amino acids of gene P53 is mutated....This paper aims to propose the sequential pattern discovery method of Deoxyribonucleic Acid (DNA) sequence database in order to identify cancer disease. The DNA which is composed of amino acids of gene P53 is mutated. It effects to change of P53 formation. Sequential pattern discovery is a process of extracting data to generate knowledge about the series of events that has the sequences in a certain frequency so that it creates a pattern. PrefixSpan is to propose method to find a pattern of DNA sequence database. As a result, there are various selected patterns of DNA sequence. The pattem which has high similarity is used as biomarker to identify the breast cancer disease. The performance measure of support value average is 0.8. It means that the frequent sequence pattern is high. Another measure is confidence. All of the confidence values are 1. Then, the last performance measure is lift ratio at average more than 1. It means that the composed sequence items in the pattern has high dependency and relatedness. Futhermore, the selected patterns are applied as biomarker with accuracy as 100%.展开更多
The main aim of the present paper is to study the robustness of the developed sequential probability ratio test (SPRT) for testing the hypothesis about scale parameter of gamma distribution with known shape parameter ...The main aim of the present paper is to study the robustness of the developed sequential probability ratio test (SPRT) for testing the hypothesis about scale parameter of gamma distribution with known shape parameter and exponential distribution with location parameter. The robustness of the SPRT for scale parameter of gamma distribution is studied when the shape parameter has undergone a change. The similar study is conducted for the scale parameter of exponential distribution when the location parameter has undergone a change. The expressions for operating characteristic and average sample number functions are derived. It is found in both the cases that the SPRT is robust only when there is a slight variation in the shape and location parameter in the respective distributions.展开更多
基金supported by the National Natural Science Foundation of China (No.U1960202).
文摘The machine learning models of multiple linear regression(MLR),support vector regression(SVR),and extreme learning ma-chine(ELM)and the proposed ELM models of online sequential ELM(OS-ELM)and OS-ELM with forgetting mechanism(FOS-ELM)are applied in the prediction of the lime utilization ratio of dephosphorization in the basic oxygen furnace steelmaking process.The ELM model exhibites the best performance compared with the models of MLR and SVR.OS-ELM and FOS-ELM are applied for sequential learning and model updating.The optimal number of samples in validity term of the FOS-ELM model is determined to be 1500,with the smallest population mean absolute relative error(MARE)value of 0.058226 for the population.The variable importance analysis reveals lime weight,initial P content,and hot metal weight as the most important variables for the lime utilization ratio.The lime utilization ratio increases with the decrease in lime weight and the increases in the initial P content and hot metal weight.A prediction system based on FOS-ELM is applied in actual industrial production for one month.The hit ratios of the predicted lime utilization ratio in the error ranges of±1%,±3%,and±5%are 61.16%,90.63%,and 94.11%,respectively.The coefficient of determination,MARE,and root mean square error are 0.8670,0.06823,and 1.4265,respectively.The system exhibits desirable performance for applications in actual industrial pro-duction.
基金Supported by The National Natural Science Foundation of China,No.81560535,No.81802874 and No.81072321The Self-funded Scientific Research Project of Health Commission in Guangxi Zhuang Autonomous Region,China,No.Z20210977.
文摘BACKGROUND The prognostic impact of preoperative gamma-glutamyl transpeptidase to platelet ratio(GPR)levels in patients with solitary hepatitis B virus(HBV)-related hepatocellular carcinoma(HCC)following radical resection has not been established.AIM To examine the clinical utility of GPR for prognosis prediction in solitary HBVrelated HCC patients.METHODS A total of 1167 solitary HBV-related HCC patients were retrospectively analyzed.GPR levels were compared with 908 non-HCC individuals.Overall survival(OS)and recurrence-free survival(RFS)were evaluated,and cox proportional hazard model analyses were performed to identify independent risk factors.Differences in characteristics were adjusted by propensity score matching(PSM).Subgroup and stratified survival analyses for HCC risks were performed,and a linear trend of the hazard ratio(HR)according to GPR levels was constructed.RESULTS GPR levels of patients with solitary HBV-related HCC were higher than those with hepatic hemangiomas,chronic hepatitis B and healthy control(adjusted P<0.05).Variable bias was diminished after the PSM balance test.The low GPR group had improved OS(P<0.001)and RFS(P<0.001)in the PSM analysis and when combined with other variables.Multivariate cox analyses suggested that low GPR levels were associated with a better OS(HR=0.5,95%CI:0.36-0.7,P<0.001)and RFS(HR=0.57,95%CI:0.44-0.73,P<0.001).This same trend was confirmed in subgroup analyses.Prognostic nomograms were constructed and the calibration curves showed that GPR had good survival prediction.Moreover,stratified survival analyses found that GPR>0.6 was associated with a worse OS and higher recurrence rate(P for trend<0.001).CONCLUSION Preoperative GPR can serve as a noninvasive indicator to predict the prognosis of patients with solitary HBVrelated HCC.
基金supported by the National Natural Science Foundation of China,No.81771351the National Key R&D Program of China,No.2017YFA0105802+1 种基金the Joint Research Fund Liaoning-Shenyang National Laboratory for Materials Science,No.2019JH3/30100022the National Science Foundation for Post-doctoral Scientists of China,No.2018M641732(all to QA and LLW)。
文摘The functional properties of endogenous Schwann cells(SCs)during nerve repair are dynamic.Optimizing the functional properties of SCs at different stages of nerve repair may have therapeutic benefit in improving the repair of damaged nerves.Previous studies showed that miR-221-3p promotes the proliferation and migration of SCs,and miR-338-3p promotes the myelination of SCs.In this study,we established rat models of sciatic nerve injury by bridging the transected sciatic nerve with a silicone tube.We injected a miR-221 lentiviral vector system together with a doxycycline-inducible Tet-On miR-338 lentiviral vector system into the cavity of nerve conduits of nerve stumps to sequentially regulate the biological function of endogenous SCs at different stages of nerve regeneration.We found that the biological function of SCs was sequentially regulated,the diameter and density of myelinated axons were increased,the expression levels of NF200 and myelin basic protein were increased,and the function of injured peripheral nerve was improved using this system.miRNA Target Prediction Database prediction,Nanopore whole transcriptome sequencing,quantitative PCR,and dual luciferase reporter gene assay results predicted and verified Cdkn1b and Nrp1 as target genes of miR-221-3p and miR-338-3p,respectively,and their regulatory effects on SCs were confirmed in vitro.In conclusion,here we established a new method to enhance nerve regeneration through sequential regulation of biological functions of endogenous SCs,which establishes a new concept and model for the treatment of peripheral nerve injury.The findings from this study will provide direct guiding significance for clinical treatment of sciatic nerve injury.
文摘One of the important fields in statistics is testing hypothesis of correlation coefficient. The extension of the idea of testing correlation to fuzzy hypothesis is of great interesting. In this study, we examined the use of fuzzy hypothesis testing approach for the Sequential Probability Ratio Test (SPRT) of correlation coefficient. Use of fuzzy hypothesis testing for correlation coefficient with SPRT is illustrated by an example.
文摘We consider an extension to Sequential Probability Ratio Tests for when we have uncertain costs, but also opportunity to learn about these in an adaptive manner. In doing so we demonstrate the effects that allowing uncertainty has on observation cost, and the costs associated with Type I and Type II error. The value of information relating to modelled uncertainties is derived and the case of statistical dependence between the parameter affecting decision outcome and the parameter affecting unknown cost is also examined. Numerical examples of the derived theory are provided, along with a simulation comparing this adaptive learning framework to the classical one.
文摘目的探讨结核感染T细胞斑点试验(T-SPOT.TB)联合颗粒酶B(GrB)+CD8^(+)T淋巴细胞在诊断结核病中的价值。方法选取南昌大学第一附属医院2021年2月至2022年3月疑似结核病患者212例,所有患者均保留T-SPOT结果,流式细胞仪检测外周血中T淋巴细胞亚群及其穿孔素和GrB的表达,根据出院最终诊断分为结核病组和非结核病组,比较两组间T-SPOT斑点数和淋巴细胞亚群及其穿孔素和GrB表达差异,ROC曲线分析ESAT-6斑点数,CFP-10斑点数,结核特异性抗原(TBAg)与植物血凝素(PHA)斑点数的比值(TBAg/PHA)(ESAT-6/PHA和CFP-10/PHA中较大的一个),GrB^(+)Ts(CD8^(+)T)及“结核比值”[TBAg/(PHA*GrB^(+)Ts)]的诊断效能。结果GrB^(+)Ts细胞百分比在结核组中显著高于非结核组(44.95±2.98 vs 33.49±1.87,P<0.05),而总T细胞、穿孔素+T细胞,GrB^(+)T细胞,Ts细胞和穿孔素+Ts细胞百分比差异无统计学意义(P>0.05);非结核组T-SPOT.TB阳性率为51.85%,明显低于结核组的92%,且结核组的A抗原斑点数及B抗原斑点数显著大于非结核组(P<0.05),ROC曲线显示A抗原诊断结核病的灵敏度和特异性分别为80.0%和56.8%,曲线下面积(AUC)为0.748,约登指数为0.368;B抗原的灵敏度和特异性为分别62.0%和77.8%,AUC为0.758,约登指数为0.398;A抗原+B抗原灵敏度和特异性为72.0%和74.1%,AUC为0.796,约登指数为0.461;结核组的TBAg/PHA比率要显著高于非结核组(1.21±0.17 vs 0.26±0.02,P<0.001)以0.59为cut-off值时,诊断结核病的灵敏度和特异性分别为66%和91.4%,AUC高达0.852,约登指数为0.574;结核组的“结核比值”要显著高于非结核组(4.58±0.87 vs 1.71±0.24,P<0.01),以1.24为cut-off值时,诊断结核病的灵敏度和特异性分别为82.0%和72.2%,AUC为0.794,约登指数为0.542。结论应用TBAg/PHA比率和TBAg/(PHA*GrB^(+)Ts)比值诊断结核病的效能要优于常规的T-SPOT检测,两者结合使用对结核病诊断可能具有重要价值。
基金Supported by the National Natural Science Foundation of China,No.81960120 and 81660110the Postgraduate Innovation Special Foundation of Jiangxi Province,No.YC2022-B052“Gan-Po Talent 555”Project of Jiangxi Province,No.GCZ(2012)-1.
文摘BACKGROUND The lymphocyte-to-white blood cell ratio(LWR)is a blood marker of the systemic inflammatory response.The prognostic value of LWR in patients with hepatitis B virus-associated acute-on-chronic liver failure(HBV-ACLF)remains unclear.AIM To explore whether LWR could stratify the risk of poor outcomes in HBV-ACLF patients.METHODS This study was conducted by recruiting 330 patients with HBV-ACLF at the Department of Gastroenterology in a large tertiary hospital.Patients were divided into survivor and non-survivor groups according to their 28-d prognosis.The independent risk factors for 28-d mortality were calculated by univariate and multivariate Cox regression analyses.Patients were divided into low-and high-LWR groups according to the cutoff values.Kaplan-Meier analysis was performed according to the level of LWR.RESULTS During the 28-d follow-up time,135 patients died,and the mortality rate was 40.90%.The LWR level in non-surviving patients was significantly decreased compared to that in surviving patients.A lower LWR level was an independent risk factor for poor 28-d outcomes(hazard ratio=0.052,95%confidence interval:0.005-0.535).The LWR level was significantly negatively correlated with the Child-Turcotte-Pugh,model for end-stage liver disease,and Chinese Group on the Study of Severe Hepatitis B-ACLF II scores.In addition,the 28-d mortality was higher for patients with LWR<0.11 than for those with LWR≥0.11.CONCLUSION LWR may serve as a simple and useful tool for stratifying the risk of poor 28-d outcomes in HBVACLF patients.
文摘目的探讨外周血常规检测各项指标及比值与眼眶弥漫性大B细胞淋巴瘤(diffuse large B-cell lymphoma,DLBCL)的相关性。方法本研究为病例对照研究,收集2015年1月-2022年12月于复旦大学附属肿瘤医院确诊为眼眶DLBCL老年患者作为疾病组(眼眶DLBCL组),原发性中枢神经系统DLBCL患者作为疾病对照组(PCNSL-DLBCL组),以及健康人群作为健康对照组。使用方差分析比较3组间血常规检测的各项参数的差异。Lasso回归筛选出眼眶DLBCL的关键因素,并通过Logistic回归确认。绘制ROC曲线,计算线下面积。结果3组之间年龄与性别相匹配(P>0.05)。相较于健康对照组,眼眶DLBCL组的单核细胞计数(M)、血小板与淋巴细胞的比值(PLR)、中性粒细胞与淋巴细胞的比值(NLR)、系统性免疫炎症指数(SII)、红细胞分布宽度(RDW)、乳酸脱氢酶(LDH)显著升高,而淋巴细胞计数(L)、淋巴细胞与单核细胞比值(LMR)显著降低,差异均具有统计学意义(P<0.05)。Lasso回归分析显示,PLR和LMR是眼眶DLBCL病变的重要影响因素。进一步Logistic回归分析发现,L降低(OR,11.1868;95%CI,4.222229.6401;P<0.0001)、M升高(OR,1.8990;95%CI,1.488929.6401;P<0.0001)、PLR升高(OR,1.0609;95%CI,1.02251.1009;P=0.0017)和NLR升高(OR,4.5157;95%CI,2.71277.5170;P<0.0001)是眼眶DLBCL的独立危险因素,而LMR升高是DLBCL的保护因素(OR,0.3923;95%CI,0.22970.6698;P=0.006)。ROC曲线分析发现,PLR与LMR联合运用对眼眶DLBCL具有一定的诊断价值(AUC=0.877)。结论外周血PLR和LMR与眼眶DLBCL相关。PLR升高和LMR减低可能是眼眶DLBCL病变的危险因素,为疾病探索新的生物标志物提供初步临床检验学证据。
文摘This paper aims to propose the sequential pattern discovery method of Deoxyribonucleic Acid (DNA) sequence database in order to identify cancer disease. The DNA which is composed of amino acids of gene P53 is mutated. It effects to change of P53 formation. Sequential pattern discovery is a process of extracting data to generate knowledge about the series of events that has the sequences in a certain frequency so that it creates a pattern. PrefixSpan is to propose method to find a pattern of DNA sequence database. As a result, there are various selected patterns of DNA sequence. The pattem which has high similarity is used as biomarker to identify the breast cancer disease. The performance measure of support value average is 0.8. It means that the frequent sequence pattern is high. Another measure is confidence. All of the confidence values are 1. Then, the last performance measure is lift ratio at average more than 1. It means that the composed sequence items in the pattern has high dependency and relatedness. Futhermore, the selected patterns are applied as biomarker with accuracy as 100%.
文摘The main aim of the present paper is to study the robustness of the developed sequential probability ratio test (SPRT) for testing the hypothesis about scale parameter of gamma distribution with known shape parameter and exponential distribution with location parameter. The robustness of the SPRT for scale parameter of gamma distribution is studied when the shape parameter has undergone a change. The similar study is conducted for the scale parameter of exponential distribution when the location parameter has undergone a change. The expressions for operating characteristic and average sample number functions are derived. It is found in both the cases that the SPRT is robust only when there is a slight variation in the shape and location parameter in the respective distributions.
