A Web Tool for Age-Period-Cohort Analysis of Cancer Incidence and Mortality Rates

被引:555
作者
Rosenberg, Philip S. [1 ]
Check, David P. [1 ]
Anderson, William F. [1 ]
机构
[1] NCI, Biostat Branch, Div Canc Epidemiol & Genet, US Dept HHS,NIH, Bethesda, MD 20892 USA
关键词
CHRONIC DISEASE RATES; ETIOLOGIC HETEROGENEITY; TESTICULAR CANCER; EUROPEAN COUNTRIES; TEMPORAL VARIATION; COLORECTAL-CANCER; INCIDENCE TRENDS; UNITED-STATES; DEATH RATES; MODELS;
D O I
10.1158/1055-9965.EPI-14-0300
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Age-period-cohort (APC) analysis can inform registry-based studies of cancer incidence and mortality, but concerns about statistical identifiability and interpretability, as well as the learning curves of statistical software packages, have limited its uptake. Methods: We implemented a panel of easy-to-interpret estimable APC functions and corresponding Wald tests in R code that can be accessed through a user-friendly Web tool. Results: Input data for the Web tool consist of age-specific numbers of events and person-years over time, in the form of a rate matrix of paired columns. Output functions include model-based estimators of cross-sectional and longitudinal age-specific rates, period and cohort rate ratios that incorporate the overall annual percentage change (net drift), and estimators of the age-specific annual percentage change (local drifts). The Web tool includes built-in examples for teaching and demonstration. User data can be input from a Microsoft Excel worksheet or by uploading a comma-separated-value file. Model outputs can be saved in a variety of formats, including R and Excel. Conclusions: APC methodology can now be carried out through a freely available user-friendly Web tool. The tool can be accessed at http://analysistools.nci.nih.gov/apc/. Impact: The Web tool can help cancer surveillance researchers make important discoveries about emerging cancer trends and patterns. (C) 2014 AACR.
引用
收藏
页码:2296 / 2302
页数:7
相关论文
共 56 条
[1]  
Anderson WF, 2004, CANCER EPIDEM BIOMAR, V13, P1128
[2]  
Anderson WF, 2008, JNCI-J NATL CANCER I, V100, P11
[3]   Divergent estrogen receptor-positive and -negative breast cancer trends and etiologic heterogeneity in Denmark [J].
Anderson, William F. ;
Rosenberg, Philip S. ;
Petito, Lucia ;
Katki, Hormuzd A. ;
Ejlertsen, Bent ;
Ewertz, Marianne ;
Rasmussen, Birgitte B. ;
Jensen, Maj-Britt ;
Kroman, Niels .
INTERNATIONAL JOURNAL OF CANCER, 2013, 133 (09) :2201-2206
[4]   Divergent Cancer Pathways for Early-Onset and Late-Onset Cutaneous Malignant Melanoma [J].
Anderson, William F. ;
Pfeiffer, Ruth M. ;
Tucker, Margaret A. ;
Rosenberg, Philip S. .
CANCER, 2009, 115 (18) :4176-4185
[5]  
[Anonymous], ENCY BIOSTATISTICS
[6]  
Bacher U, 2005, HAEMATOLOGICA, V90, P1502
[7]   Increase in testicular cancer incidence in six European countries: A birth cohort phenomenon [J].
Bergstrom, R ;
Adami, HO ;
Mohner, M ;
Zatonski, W ;
Storm, H ;
Ekbom, A ;
Tretli, S ;
Teppo, L ;
Akre, O ;
Hakulinen, T .
JOURNAL OF THE NATIONAL CANCER INSTITUTE, 1996, 88 (11) :727-733
[8]   Do testicular seminoma and nonseminoma share the same etiology? Evidence from an age-period-cohort analysis of incidence trends in eight European countries [J].
Bray, F ;
Richiardi, L ;
Ekbom, A ;
Forman, D ;
Pukkala, E ;
Cuninkova, M ;
Moller, H .
CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2006, 15 (04) :652-658
[9]   Trends in testicular cancer incidence and mortality in 22 European countries: Continuing increases in incidence and declines in mortality [J].
Bray, Freddie ;
Richiardi, Lorenzo ;
Ekbom, Anders ;
Pukkala, Eero ;
Cuninkova, Martina ;
Moller, Henrik .
INTERNATIONAL JOURNAL OF CANCER, 2006, 118 (12) :3099-3111
[10]   Global cancer transitions according to the Human Development Index (2008-2030): a population-based study [J].
Bray, Freddie ;
Jemal, Ahmedin ;
Grey, Nathan ;
Ferlay, Jacques ;
Forman, David .
LANCET ONCOLOGY, 2012, 13 (08) :790-801