The evaluation of the diet/disease relation in the EPIC study: considerations for the calibration and the disease models

被引:102
作者
Ferrari, Pietro [1 ]
Day, Nicholas E. [2 ]
Boshuizen, Hendriek C. [3 ]
Roddam, Andrew [4 ]
Hoffmann, Kurt [5 ]
Thiebaut, Anne [6 ]
Pera, Guillem [7 ]
Overvad, Kim [8 ]
Lund, Eiliv [9 ]
Trichopoulou, Antonia [10 ]
Tumino, Rosario [11 ]
Gullberg, Bo [12 ]
Norat, Teresa [13 ]
Slimani, Nadia [1 ]
Kaaks, Rudolf [14 ]
Riboli, Elio [13 ]
机构
[1] IARC WHO, F-69372 Lyon, France
[2] Univ Cambridge, Strangeways Res Lab, Cambridge CB2 1TN, England
[3] Natl Inst Publ Hlth & Environm, NL-3720 BA Bilthoven, Netherlands
[4] Univ Oxford, Canc Epidemiol Unit, Oxford, England
[5] German Inst Human Nutr, Postdam Rehbruke, Germany
[6] Inst Gustave Roussy, INSERM, ERI 20, F-94805 Villejuif, France
[7] Catalan Inst Oncol, Barcelona, Spain
[8] Aarhus Univ Hosp, Aalborg Hosp, Dept Clin Epidemiol, Aalborg, Denmark
[9] Univ Tromso, Inst Community Med, N-9001 Tromso, Norway
[10] Univ Athens, Sch Med, Dept Hyg & Epidemiol, Athens, Greece
[11] Azienda Osped Civile MP Arezzo, Canc Registry, Ragusa, Italy
[12] Lund Univ, Malmo Univ Hosp, Dept Community Med, Malmo, Sweden
[13] Univ London Imperial Coll Sci Technol & Med, Dept Epidemiol & Publ Hlth, London SW7 2AZ, England
[14] German Canc Res Ctr, D-6900 Heidelberg, Germany
基金
英国医学研究理事会; 英国惠康基金;
关键词
calibration; multicentre study; measurement error; diet; EPIC;
D O I
10.1093/ije/dym242
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 [公共卫生与预防医学]; 120402 [社会医学与卫生事业管理];
摘要
Background International multicentre studies on diet and cancer are relatively new in epidemiological research. They offer a series of challenging methodological issues for the evaluation of the association between dietary exposure and disease outcomes, which can both be quite heterogeneous across different geographical regions. This requires considerable work to standardize dietary measurements at the food and the nutrient levels. Methods Within the European Prospective Investigation into Cancer and Nutrition (EPIC), a calibration study was set up to express individual dietary intakes according to the same reference scale. A linear regression calibration model was used to correct the association between diet and disease for measurement errors in dietary exposures. In the present work, we describe an approach for analysing the EPIC data, using as an example the evaluation of the association between fish intake and colorectal cancer incidence. Results Sex- and country-specific attenuation factors ranged from 0.083 to 0.784, with values overall higher for men compared with women. Hazard ratio estimates of colorectal cancer for a 10 g/day increase in fish intake were 0.97 [95 confidence interval (CI): 0.950.99] and 0.93 (0.880.98), before and after calibration, respectively. Conclusions In a multicentre study, the diet/disease association can be evaluated by exploiting the whole variability of intake over the entire study. Calibration may reduce between-centre heterogeneity in the dietdisease relationship caused by differential impact of measurement errors across cohorts.
引用
收藏
页码:368 / 378
页数:11
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