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Am J Epidemiol 2003; 158:1-13.
Copyright © 2003 by Johns Hopkins Bloomberg School of Public Health


PRACTICE OF EPIDEMIOLOGY

Using Intake Biomarkers to Evaluate the Extent of Dietary Misreporting in a Large Sample of Adults: The OPEN Study

Amy F. Subar1 , Victor Kipnis2, Richard P. Troiano1, Douglas Midthune2, Dale A. Schoeller3, Sheila Bingham4, Carolyn O. Sharbaugh5, Jillian Trabulsi3, Shirley Runswick4, Rachel Ballard-Barbash1, Joel Sunshine1 and Arthur Schatzkin6

1 Applied Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD.
2 Biometry Research Group, Division of Cancer Prevention, National Cancer Institute, Bethesda, MD.
3 Department of Nutritional Sciences, University of Wisconsin, Madison, WI.
4 Medical Research Council, Dunn Human Nutrition Unit, Cambridge, United Kingdom.
5 Westat, Rockville, MD.
6 Nutritional Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD.

This paper describes the Observing Protein and Energy Nutrition (OPEN) Study, conducted from September 1999 to March 2000. The purpose of the study was to assess dietary measurement error using two self-reported dietary instruments—the food frequency questionnaire (FFQ) and the 24-hour dietary recall (24HR)—and unbiased biomarkers of energy and protein intakes: doubly labeled water and urinary nitrogen. Participants were 484 men and women aged 40–69 years from Montgomery County, Maryland. Nine percent of men and 7% of women were defined as underreporters of both energy and protein intake on 24HRs; for FFQs, the comparable values were 35% for men and 23% for women. On average, men underreported energy intake compared with total energy expenditure by 12–14% on 24HRs and 31–36% on FFQs and underreported protein intake compared with a protein biomarker by 11–12% on 24HRs and 30–34% on FFQs. Women underreported energy intake on 24HRs by 16–20% and on FFQs by 34–38% and underreported protein intake by 11–15% on 24HRs and 27–32% on FFQs. There was little underreporting of the percentage of energy from protein for men or women. These findings have important implications for nutritional epidemiology and dietary surveillance.

biological markers; diet; diet surveys; energy intake; energy metabolism; epidemiologic methods; nutrition surveys; questionnaires

Abbreviations: Abbreviations: DLW, doubly labeled water; FFQ, food frequency questionnaire; OPEN, Observing Protein and Energy Nutrition; PABA, para-aminobenzoic acid; 24HR, 24-hour dietary recall.


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Related articles in Am. J. Epidemiol.:

Structure of Dietary Measurement Error: Results of the OPEN Biomarker Study
Victor Kipnis, Amy F. Subar, Douglas Midthune, Laurence S. Freedman, Rachel Ballard-Barbash, Richard P. Troiano, Sheila Bingham, Dale A. Schoeller, Arthur Schatzkin, and Raymond J. Carroll
Am. J. Epidemiol. 2003 158: 14-21. [Abstract] [FREE Full Text]  

Invited Commentary: OPEN Questions
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Am. J. Epidemiol., February 1, 2006; 163(3): 279 - 288.
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JAMAHome page
B. V. Howard, J. E. Manson, M. L. Stefanick, S. A. Beresford, G. Frank, B. Jones, R. J. Rodabough, L. Snetselaar, C. Thomson, L. Tinker, et al.
Low-Fat Dietary Pattern and Weight Change Over 7 Years: The Women's Health Initiative Dietary Modification Trial
JAMA, January 4, 2006; 295(1): 39 - 49.
[Abstract] [Full Text] [PDF]


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Am. J. Clin. Nutr.Home page
E. M Velie, C. Schairer, A. Flood, J.-P. He, R. Khattree, and A. Schatzkin
Empirically derived dietary patterns and risk of postmenopausal breast cancer in a large prospective cohort study
Am. J. Clinical Nutrition, December 1, 2005; 82(6): 1308 - 1319.
[Abstract] [Full Text] [PDF]


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Am J EpidemiolHome page
D. R. Paul, D. G. Rhodes, M. Kramer, D. J. Baer, and W. V. Rumpler
Validation of a Food Frequency Questionnaire by Direct Measurement of Habitual ad Libitum Food Intake
Am. J. Epidemiol., October 15, 2005; 162(8): 806 - 814.
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JNCI J Natl Cancer InstHome page
U. Nothlings, L. R. Wilkens, S. P. Murphy, J. H. Hankin, B. E. Henderson, and L. N. Kolonel
Meat and Fat Intake as Risk Factors for Pancreatic Cancer: The Multiethnic Cohort Study
J Natl Cancer Inst, October 5, 2005; 97(19): 1458 - 1465.
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I. Shai, B. A. Rosner, D. R. Shahar, H. Vardi, A. B. Azrad, A. Kanfi, D. Schwarzfuchs, and D. Fraser
Dietary Evaluation and Attenuation of Relative Risk: Multiple Comparisons between Blood and Urinary Biomarkers, Food Frequency, and 24-Hour Recall Questionnaires: the DEARR Study
J. Nutr., March 1, 2005; 135(3): 573 - 579.
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Am J EpidemiolHome page
J. Lin, S. M. Zhang, N. R. Cook, I-M. Lee, and J. E. Buring
Dietary Fat and Fatty Acids and Risk of Colorectal Cancer in Women
Am. J. Epidemiol., November 15, 2004; 160(10): 1011 - 1022.
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Am. J. Clin. Nutr.Home page
L B. Dixon, H. F Balder, M. J Virtanen, B. Rashidkhani, S. Mannisto, V. Krogh, P. A van Den Brandt, A. M Hartman, P. Pietinen, F. Tan, et al.
Dietary patterns associated with colon and rectal cancer: results from the Dietary Patterns and Cancer (DIETSCAN) Project
Am. J. Clinical Nutrition, October 1, 2004; 80(4): 1003 - 1011.
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JNCI J Natl Cancer InstHome page
R. L. Prentice, W. C. Willett, P. Greenwald, D. Alberts, L. Bernstein, N. F. Boyd, T. Byers, S. K. Clinton, G. Fraser, L. Freedman, et al.
Nutrition and Physical Activity and Chronic Disease Prevention: Research Strategies and Recommendations
J Natl Cancer Inst, September 1, 2004; 96(17): 1276 - 1287.
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J. Nutr.Home page
L. S. Freedman, D. Midthune, R. J. Carroll, S. Krebs-Smith, A. F. Subar, R. P. Troiano, K. Dodd, A. Schatzkin, P. Ferrari, and V. Kipnis
Adjustments to Improve the Estimation of Usual Dietary Intake Distributions in the Population
J. Nutr., July 1, 2004; 134(7): 1836 - 1843.
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Am. J. Clin. Nutr.Home page
J. A Tooze, A. F Subar, F. E Thompson, R. Troiano, A. Schatzkin, and V. Kipnis
Psychosocial predictors of energy underreporting in a large doubly labeled water study
Am. J. Clinical Nutrition, May 1, 2004; 79(5): 795 - 804.
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K. S. Krogholm, J. Haraldsdottir, P. Knuthsen, and S. E. Rasmussen
Urinary Total Flavonoid Excretion but Not 4-Pyridoxic Acid or Potassium Can Be Used as a Biomarker for the Intake of Fruits and Vegetables
J. Nutr., February 1, 2004; 134(2): 445 - 451.
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Am. J. Physiol. Renal Physiol.Home page
A. Raman, D. A. Schoeller, A. F. Subar, R. P. Troiano, A. Schatzkin, T. Harris, D. Bauer, S. A. Bingham, J. E. Everhart, A. B. Newman, et al.
Water turnover in 458 American adults 40-79 yr of age
Am J Physiol Renal Physiol, February 1, 2004; 286(2): F394 - F401.
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Int J EpidemiolHome page
A. Schatzkin, V. Kipnis, R. J Carroll, D. Midthune, A. F Subar, S. Bingham, D. A Schoeller, R. P Troiano, and L. S Freedman
A comparison of a food frequency questionnaire with a 24-hour recall for use in an epidemiological cohort study: results from the biomarker-based Observing Protein and Energy Nutrition (OPEN) study
Int. J. Epidemiol., December 1, 2003; 32(6): 1054 - 1062.
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Am J EpidemiolHome page
J. Satia-Abouta, J. A. Galanko, J. D. Potter, A. Ammerman, C. F. Martin, and R. S. Sandler
Associations of Total Energy and Macronutrients with Colon Cancer Risk in African Americans and Whites: Results from the North Carolina Colon Cancer Study
Am. J. Epidemiol., November 15, 2003; 158(10): 951 - 962.
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Am J EpidemiolHome page
V. Kipnis, A. F. Subar, D. Midthune, L. S. Freedman, R. Ballard-Barbash, R. P. Troiano, S. Bingham, D. A. Schoeller, A. Schatzkin, and R. J. Carroll
Structure of Dietary Measurement Error: Results of the OPEN Biomarker Study
Am. J. Epidemiol., July 1, 2003; 158(1): 14 - 21.
[Abstract] [Full Text] [PDF]


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W. Willett
Invited Commentary: OPEN Questions
Am. J. Epidemiol., July 1, 2003; 158(1): 22 - 24.
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Am J EpidemiolHome page
V. Kipnis, A. F. Subar, A. Schatzkin, D. Midthune, R. P. Troiano, D. A. Schoeller, S. Bingham, and L. S. Freedman
Kipnis et al. Respond to "OPEN Questions"
Am. J. Epidemiol., July 1, 2003; 158(1): 25 - 26.
[Full Text] [PDF]



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