Sevda Riyahifar, Mahboobeh Rasouli, J. Abolghasemi, Moein Yoosefi, A. Azarkeivan, A. Ashouri
{"title":"地中海贫血重症患者长期和短期生存的影响因素","authors":"Sevda Riyahifar, Mahboobeh Rasouli, J. Abolghasemi, Moein Yoosefi, A. Azarkeivan, A. Ashouri","doi":"10.18502/jbe.v7i4.10394","DOIUrl":null,"url":null,"abstract":"Introduction: Thalassemia major is an important health problem in Mediterranean countries that causes many psychological and economic problems. This study aimed to evaluate the effective factors on long- and short-term survival of thalassemia major patients using mixture and non-mixture cure survival models based on Generalized Gompertz distribution. The Generalized Gompertz distribution has flexible curve of failure rate that may be appropriate for different situation of survival analysis. \nMethods: In this retrospective cohort study, medical records of 300 thalassemia major patients referring to Zafar's thalassemia clinic during 1994-2017 in Tehran, Iran were reviewed. Mixture and non-mixture cure survival models based on Gompertz and Generalized Gompertz distributions were performed to estimate the effective factors on long- term and short- term survival of Thalassemia Major Patients. The Akaike Information Criteria (AIC) was used to compare the models. Analysis was performed using SAS software version 9.4. \nResults: The mean (±SD) survival time was 32.21 (±7.47) years. The censorship rate was 78.30%. In both of the mixture and non-mixture cure models, Generalized Gompertz distribution, as compared to the standard Gompertz had the lower Akaike criteria that was 200.8. Based on this model, iron deposition in liver at mild and moderate levels had a significant effect on the long-term survival of these patients. \nConclusion: Based on Akaike Information criteria, considering the Generalized Gompertz mixture cure model has the best fit for the data of thalassemia major disease in which patients are long-term survivors. In order to analyze the survival of patients with thalassemia major, since iron deposition in liver at mild and moderate levels had a significant effect on the long-term survival of these patients; it is recommended to apply a regular iron chelation therapy for extra iron excretion.","PeriodicalId":34310,"journal":{"name":"Journal of Biostatistics and Epidemiology","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2022-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Contribution Factors on Long- term and Short- term Survival of Thalassemia Major Patients\",\"authors\":\"Sevda Riyahifar, Mahboobeh Rasouli, J. Abolghasemi, Moein Yoosefi, A. Azarkeivan, A. Ashouri\",\"doi\":\"10.18502/jbe.v7i4.10394\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Introduction: Thalassemia major is an important health problem in Mediterranean countries that causes many psychological and economic problems. This study aimed to evaluate the effective factors on long- and short-term survival of thalassemia major patients using mixture and non-mixture cure survival models based on Generalized Gompertz distribution. The Generalized Gompertz distribution has flexible curve of failure rate that may be appropriate for different situation of survival analysis. \\nMethods: In this retrospective cohort study, medical records of 300 thalassemia major patients referring to Zafar's thalassemia clinic during 1994-2017 in Tehran, Iran were reviewed. Mixture and non-mixture cure survival models based on Gompertz and Generalized Gompertz distributions were performed to estimate the effective factors on long- term and short- term survival of Thalassemia Major Patients. The Akaike Information Criteria (AIC) was used to compare the models. Analysis was performed using SAS software version 9.4. \\nResults: The mean (±SD) survival time was 32.21 (±7.47) years. The censorship rate was 78.30%. In both of the mixture and non-mixture cure models, Generalized Gompertz distribution, as compared to the standard Gompertz had the lower Akaike criteria that was 200.8. Based on this model, iron deposition in liver at mild and moderate levels had a significant effect on the long-term survival of these patients. \\nConclusion: Based on Akaike Information criteria, considering the Generalized Gompertz mixture cure model has the best fit for the data of thalassemia major disease in which patients are long-term survivors. In order to analyze the survival of patients with thalassemia major, since iron deposition in liver at mild and moderate levels had a significant effect on the long-term survival of these patients; it is recommended to apply a regular iron chelation therapy for extra iron excretion.\",\"PeriodicalId\":34310,\"journal\":{\"name\":\"Journal of Biostatistics and Epidemiology\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-08-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Biostatistics and Epidemiology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.18502/jbe.v7i4.10394\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Biostatistics and Epidemiology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.18502/jbe.v7i4.10394","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0
摘要
重度地中海贫血是地中海国家的一个重要健康问题,它会引起许多心理和经济问题。本研究旨在采用基于广义Gompertz分布的混合和非混合治疗生存模型,评价影响地中海贫血重症患者长期和短期生存的有效因素。广义Gompertz分布具有灵活的故障率曲线,可适用于不同的生存分析情况。方法:回顾性分析1994-2017年在伊朗德黑兰扎法尔地中海贫血诊所就诊的300例地中海贫血重症患者的病历。采用基于Gompertz和广义Gompertz分布的混合和非混合治疗生存模型来估计影响地中海贫血重症患者长期和短期生存的有效因素。采用赤池信息标准(Akaike Information Criteria, AIC)对模型进行比较。采用SAS软件9.4进行分析。结果:平均(±SD)生存时间为32.21(±7.47)年。审查率为78.30%。在混合和非混合固化模型中,广义Gompertz分布与标准Gompertz相比具有较低的Akaike准则,为200.8。基于该模型,轻度和中度水平的肝脏铁沉积对这些患者的长期生存有显著影响。结论:基于赤池信息标准,考虑广义Gompertz混合治疗模型最适合地中海贫血重症患者长期存活的数据。为了分析重度地中海贫血患者的生存,由于轻度和中度水平的肝脏铁沉积对这些患者的长期生存有显著影响;建议定期进行铁螯合治疗,以减少多余的铁排泄。
Contribution Factors on Long- term and Short- term Survival of Thalassemia Major Patients
Introduction: Thalassemia major is an important health problem in Mediterranean countries that causes many psychological and economic problems. This study aimed to evaluate the effective factors on long- and short-term survival of thalassemia major patients using mixture and non-mixture cure survival models based on Generalized Gompertz distribution. The Generalized Gompertz distribution has flexible curve of failure rate that may be appropriate for different situation of survival analysis.
Methods: In this retrospective cohort study, medical records of 300 thalassemia major patients referring to Zafar's thalassemia clinic during 1994-2017 in Tehran, Iran were reviewed. Mixture and non-mixture cure survival models based on Gompertz and Generalized Gompertz distributions were performed to estimate the effective factors on long- term and short- term survival of Thalassemia Major Patients. The Akaike Information Criteria (AIC) was used to compare the models. Analysis was performed using SAS software version 9.4.
Results: The mean (±SD) survival time was 32.21 (±7.47) years. The censorship rate was 78.30%. In both of the mixture and non-mixture cure models, Generalized Gompertz distribution, as compared to the standard Gompertz had the lower Akaike criteria that was 200.8. Based on this model, iron deposition in liver at mild and moderate levels had a significant effect on the long-term survival of these patients.
Conclusion: Based on Akaike Information criteria, considering the Generalized Gompertz mixture cure model has the best fit for the data of thalassemia major disease in which patients are long-term survivors. In order to analyze the survival of patients with thalassemia major, since iron deposition in liver at mild and moderate levels had a significant effect on the long-term survival of these patients; it is recommended to apply a regular iron chelation therapy for extra iron excretion.