AIM:To explore the prognostic value in the monitoring of treatment efficacy of serial α-fetoprotein(AFP) in hepatocellular carcinoma(HCC) patients.METHODS:We searched MEDLINE,EMBASE and COCHRANE LIBRARY through April...AIM:To explore the prognostic value in the monitoring of treatment efficacy of serial α-fetoprotein(AFP) in hepatocellular carcinoma(HCC) patients.METHODS:We searched MEDLINE,EMBASE and COCHRANE LIBRARY through April 21,2012,to find qualifying articles.Our overall search strategy included terms for HCC,AFP,treatment response,and prognosis.Literature was limited to English-language,human studies.Studies reporting cumulative survival rates were summa-rized qualitatively.For the prognostic meta-analysis,we undertook a series of meta-analyses that summarised the Cox proportional hazard ratios(HRs) by assuming a random effects model.With regards to the correlation of AFP change with radiologic response,the categorical dichotomous variables were assessed using Poisson relative risks(RRs),which were incorporated into the random effects model meta-analysis of accuracy prediction.Between-study heterogeneity was estimated by use of the I2 statistic.Publication bias was evaluated using the Begg funnel plot and Egger plot.Sensitivity analyses were conducted first by separating systemic treatment estimates from locoregional therapy estimates,evaluating different AFP response cut-off point effects,and exploring the impact of different study sizes.RESULTS:Of 142 titles identified in our original search,11 articles(12 clinical studies) met our criteria.Six studies investigated outcome in a total of 464 cases who underwent systemic treatment,and six studies investigated outcome in a total of 510 patients who received locoregional therapy.A random-effects model metaanalysis showed that AFP response was associated with an mortality HR of 0.55(95%CI,0.47-0.65) across HCC in overall survival(OS) and 0.50(95%CI,0.38-0.65) in progression-free survival.Restricting analysis to the six eligible analyses of systemic treatment,the pooled HRs were 0.64(95%CI,0.53-0.77) for OS.Limiting analysis to the six analyses of locoregional therapy,the pooled HRs for OS was 0.39(95%CI,0.29-0.53).We showed a larger pooled HR in the 50% definition studies(HR,0.67,95%CI,0.55-0.83) compared with that from the 20% definition studies(HR,0.41,95%CI,0.32-0.53).Restricting analysis to the four studies including over 100 patients individually,the pooled HR was 0.65(95%CI,0.54-0.79),with a pooled HR for OS of 0.35(95%CI,0.23-0.46) in the studies of less than 100 patients.As to radiological imaging,43.1%(155/360) of the patients in the AFP response group presented with a radiological overall response,while the response rate decreased to 11.5%(36/313) in the patients from theAFP nonresponse group.The RR of having no overall response was significantly lower in the AFP response group than the AFP nonresponse group(RR,0.67;95%CI,0.61-0.75).In terms of disease control rate,86.9%(287/330) in the AFP response group and 51.0%(153/300) in the AFP nonresponse group showed successful disease control,respectively.The RR of disease control failure,similarly,was significantly lower in the AFP response group(RR,0.37;95%CI,0.23-0.58).But these findings could be overestimates because of publication and reporting bias.CONCLUSION:HCC patients presenting with an AFP response are at decreased risk of mortality.In addition,patients with an AFP response also present with a higher overall response rate and disease control rate.展开更多
Consistent high-quality and defect-free production is the demand of the day. The product recall not only increases engineering and manufacturing cost but also affects the quality and the reliability of the product in ...Consistent high-quality and defect-free production is the demand of the day. The product recall not only increases engineering and manufacturing cost but also affects the quality and the reliability of the product in the eye of users. The monitoring and improvement of a manufacturing process are the strength of statistical process control. In this article we propose a process monitoring memory-based scheme for continuous data under the assumption of normality to detect small non-random shift patterns in any manufacturing or service process.The control limits for the proposed scheme are constructed. The in-control and out-of-control average run length(AVL) expressions have been derived for the performance evaluation of the proposed scheme. Robustness to non-normality has been tested after simulation study of the run length distribution of the proposed scheme, and the comparisons with Shewhart and exponentially weighted moving average(EWMA) schemes are presented for various gamma and t-distributions. The proposed scheme is effective and attractive as it has one design parameter which differentiates it from the traditional schemes. Finally, some suggestions and recommendations are made for the future work.展开更多
基金Supported by National Natural Science Foundation of ChinaNo. 30872482 and No. 81072051
文摘AIM:To explore the prognostic value in the monitoring of treatment efficacy of serial α-fetoprotein(AFP) in hepatocellular carcinoma(HCC) patients.METHODS:We searched MEDLINE,EMBASE and COCHRANE LIBRARY through April 21,2012,to find qualifying articles.Our overall search strategy included terms for HCC,AFP,treatment response,and prognosis.Literature was limited to English-language,human studies.Studies reporting cumulative survival rates were summa-rized qualitatively.For the prognostic meta-analysis,we undertook a series of meta-analyses that summarised the Cox proportional hazard ratios(HRs) by assuming a random effects model.With regards to the correlation of AFP change with radiologic response,the categorical dichotomous variables were assessed using Poisson relative risks(RRs),which were incorporated into the random effects model meta-analysis of accuracy prediction.Between-study heterogeneity was estimated by use of the I2 statistic.Publication bias was evaluated using the Begg funnel plot and Egger plot.Sensitivity analyses were conducted first by separating systemic treatment estimates from locoregional therapy estimates,evaluating different AFP response cut-off point effects,and exploring the impact of different study sizes.RESULTS:Of 142 titles identified in our original search,11 articles(12 clinical studies) met our criteria.Six studies investigated outcome in a total of 464 cases who underwent systemic treatment,and six studies investigated outcome in a total of 510 patients who received locoregional therapy.A random-effects model metaanalysis showed that AFP response was associated with an mortality HR of 0.55(95%CI,0.47-0.65) across HCC in overall survival(OS) and 0.50(95%CI,0.38-0.65) in progression-free survival.Restricting analysis to the six eligible analyses of systemic treatment,the pooled HRs were 0.64(95%CI,0.53-0.77) for OS.Limiting analysis to the six analyses of locoregional therapy,the pooled HRs for OS was 0.39(95%CI,0.29-0.53).We showed a larger pooled HR in the 50% definition studies(HR,0.67,95%CI,0.55-0.83) compared with that from the 20% definition studies(HR,0.41,95%CI,0.32-0.53).Restricting analysis to the four studies including over 100 patients individually,the pooled HR was 0.65(95%CI,0.54-0.79),with a pooled HR for OS of 0.35(95%CI,0.23-0.46) in the studies of less than 100 patients.As to radiological imaging,43.1%(155/360) of the patients in the AFP response group presented with a radiological overall response,while the response rate decreased to 11.5%(36/313) in the patients from theAFP nonresponse group.The RR of having no overall response was significantly lower in the AFP response group than the AFP nonresponse group(RR,0.67;95%CI,0.61-0.75).In terms of disease control rate,86.9%(287/330) in the AFP response group and 51.0%(153/300) in the AFP nonresponse group showed successful disease control,respectively.The RR of disease control failure,similarly,was significantly lower in the AFP response group(RR,0.37;95%CI,0.23-0.58).But these findings could be overestimates because of publication and reporting bias.CONCLUSION:HCC patients presenting with an AFP response are at decreased risk of mortality.In addition,patients with an AFP response also present with a higher overall response rate and disease control rate.
文摘Consistent high-quality and defect-free production is the demand of the day. The product recall not only increases engineering and manufacturing cost but also affects the quality and the reliability of the product in the eye of users. The monitoring and improvement of a manufacturing process are the strength of statistical process control. In this article we propose a process monitoring memory-based scheme for continuous data under the assumption of normality to detect small non-random shift patterns in any manufacturing or service process.The control limits for the proposed scheme are constructed. The in-control and out-of-control average run length(AVL) expressions have been derived for the performance evaluation of the proposed scheme. Robustness to non-normality has been tested after simulation study of the run length distribution of the proposed scheme, and the comparisons with Shewhart and exponentially weighted moving average(EWMA) schemes are presented for various gamma and t-distributions. The proposed scheme is effective and attractive as it has one design parameter which differentiates it from the traditional schemes. Finally, some suggestions and recommendations are made for the future work.
