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利用美国和加泰罗尼亚的生存数据估计特定年龄和分期的加泰罗尼亚乳腺癌生存函数。

Estimation of age- and stage-specific Catalan breast cancer survival functions using US and Catalan survival data.

作者信息

Vilaprinyo Ester, Rué Montserrat, Marcos-Gragera Rafael, Martínez-Alonso Montserrat

机构信息

Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Hospitalet de Llobregat, Catalonia, Spain.

出版信息

BMC Cancer. 2009 Mar 30;9:98. doi: 10.1186/1471-2407-9-98.

Abstract

BACKGROUND

During the last part of the 1990s the chance of surviving breast cancer increased. Changes in survival functions reflect a mixture of effects. Both, the introduction of adjuvant treatments and early screening with mammography played a role in the decline in mortality. Evaluating the contribution of these interventions using mathematical models requires survival functions before and after their introduction. Furthermore, required survival functions may be different by age groups and are related to disease stage at diagnosis. Sometimes detailed information is not available, as was the case for the region of Catalonia (Spain). Then one may derive the functions using information from other geographical areas. This work presents the methodology used to estimate age- and stage-specific Catalan breast cancer survival functions from scarce Catalan survival data by adapting the age- and stage-specific US functions.

METHODS

Cubic splines were used to smooth data and obtain continuous hazard rate functions. After, we fitted a Poisson model to derive hazard ratios. The model included time as a covariate. Then the hazard ratios were applied to US survival functions detailed by age and stage to obtain Catalan estimations.

RESULTS

We started estimating the hazard ratios for Catalonia versus the USA before and after the introduction of screening. The hazard ratios were then multiplied by the age- and stage-specific breast cancer hazard rates from the USA to obtain the Catalan hazard rates. We also compared breast cancer survival in Catalonia and the USA in two time periods, before cancer control interventions (USA 1975-79, Catalonia 1980-89) and after (USA and Catalonia 1990-2001). Survival in Catalonia in the 1980-89 period was worse than in the USA during 1975-79, but the differences disappeared in 1990-2001.

CONCLUSION

Our results suggest that access to better treatments and quality of care contributed to large improvements in survival in Catalonia. On the other hand, we obtained detailed breast cancer survival functions that will be used for modeling the effect of screening and adjuvant treatments in Catalonia.

摘要

背景

在20世纪90年代后期,乳腺癌患者的生存几率有所增加。生存函数的变化反映了多种影响因素。辅助治疗的引入和乳腺钼靶早期筛查都对死亡率的下降起到了作用。使用数学模型评估这些干预措施的贡献需要了解其引入前后的生存函数。此外,所需的生存函数可能因年龄组而异,并且与诊断时的疾病阶段相关。有时无法获得详细信息,西班牙加泰罗尼亚地区就是这种情况。那么,可以使用来自其他地理区域的信息来推导这些函数。本文介绍了一种方法,通过调整美国特定年龄和阶段的函数,利用加泰罗尼亚稀少的生存数据来估计加泰罗尼亚特定年龄和阶段的乳腺癌生存函数。

方法

使用三次样条函数对数据进行平滑处理,以获得连续的风险率函数。之后,拟合泊松模型以得出风险比。该模型将时间作为协变量。然后将风险比应用于按年龄和阶段详细划分的美国生存函数,以获得加泰罗尼亚的估计值。

结果

我们首先估计了加泰罗尼亚在引入筛查前后与美国相比的风险比。然后将风险比乘以美国特定年龄和阶段的乳腺癌风险率,以获得加泰罗尼亚的风险率。我们还比较了加泰罗尼亚和美国在两个时间段内的乳腺癌生存率,即癌症控制干预措施实施之前(美国1975 - 1979年,加泰罗尼亚1980 - 1989年)和之后(美国和加泰罗尼亚1990 - 2001年)。加泰罗尼亚在1980 - 1989年期间的生存率低于美国在1975 - 1979年期间,但在1990 - 2001年期间差异消失。

结论

我们的结果表明,获得更好的治疗和医疗质量有助于加泰罗尼亚的生存率大幅提高。另一方面,我们获得了详细的乳腺癌生存函数,这些函数将用于模拟加泰罗尼亚筛查和辅助治疗的效果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a29/2679763/56e709ae07ec/1471-2407-9-98-1.jpg

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