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Dietary pattern analysis: a new direction in nutritional epidemiology
Abstract
Recently, dietary pattern analysis has emerged as an alternative and complementary approach to examining the relationship between diet and the risk of chronic diseases. Instead of looking at individual nutrients or foods, pattern analysis examines the effects of overall diet. Conceptually, dietary patterns represent a broader picture of food and nutrient consumption, and may thus be more predictive of disease risk than individual foods or nutrients. Several studies have suggested that dietary patterns derived from factor or cluster analysis predict disease risk or mortality. In addition, there is growing interest in using dietary quality indices to evaluate whether adherence to a certain dietary pattern (e.g. Mediterranean pattern) or current dietary guidelines lowers the risk of disease. In this review, we describe the rationale for studying dietary patterns, and discuss quantitative methods for analysing dietary patterns and their reproducibility and validity, and the available evidence regarding the relationship between major dietary patterns and the risk of cardiovascular disease.
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“Recent studies have suggested that serum transferrin receptor remains unaffected in the presence of inflammation or infectious disease (reviewed in Ahluwalia (690) and Northrop-Clewes (694) ), thus allowing the examination of the role of Fe in conditions with an underlying inflammatory component.”
From Dietary factors and low-grade inflammation in relation to overweight and obesity (2011) · cites this paper as [690]
In the citing paper
“Most tests of Fe status, however, are affected in response to subclinical inflammation and infections (690 -692) .”
From Dietary factors and low-grade inflammation in relation to overweight and obesity (2011) · cites this paper as [690]
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Cites
A Clinical Trial of the Effects of Dietary Patterns on Blood Pressure
Appel, L. J., Moore, T. J., Obarzanek, E., Vollmer, W. M., Svetkey, L. P., Sacks, F. M., Bray, G. A., Vogt, T. M., Cutler, J. A., Windhauser, M. M., et al. (1997) · New England Journal of Medicine · doi:10.1056/nejm199704173361601 · Cited by 5,981
Sacks, F. M., Svetkey, L. P., Vollmer, W. M., Appel, L. J., Bray, G. A., Harsha, D., Obarzanek, E., Conlin, P. R., Miller, E. R., Simons-Morton, D. G., et al. (2001) · New England Journal of Medicine · doi:10.1056/nejm200101043440101 · Cited by 5,638
Mediterranean alpha-linolenic acid-rich diet in secondary prevention of coronary heart disease
de Lorgeril, M., Renaud, S., Salen, P., Monjaud, I., Mamelle, N., Martin, J. L., Guidollet, J., Touboul, P., & Delaye, J. (1994) · The Lancet · doi:10.1016/s0140-6736(94)92580-1 · Cited by 2,122
Primary Prevention of Coronary Heart Disease in Women through Diet and Lifestyle
Stampfer, M. J., Hu, F. B., Manson, J. E., Rimm, E. B., & Willett, W. C. (2000) · New England Journal of Medicine · doi:10.1056/nejm200007063430103 · Cited by 1,794
Self-citationKennedy, E., Ohls, J. C., Carlson, S. J., & Fleming, K. E. (1995) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(95)00300-2 · Cited by 1,626
Krauss, R. M., Eckel, R. H., Howard, B., Appel, L. J., Daniels, S. R., Deckelbaum, R. J., Erdman, J. W., Kris-Etherton, P., Goldberg, I. J., Kotchen, T. A., et al. (2000) · Circulation · doi:10.1161/01.cir.102.18.2284 · Cited by 1,458
Diet and overall survival in elderly people
Trichopoulou, A., Kouris‐Blazos, A., Wahlqvist, M. L., Gnardellis, C., Λάγιου, Π., Polychronopoulos, E., Vassilakou, T., Lipworth, L. P., & Trichopoulos, D. (1995) · BMJ · doi:10.1136/bmj.311.7018.1457 · Cited by 1,316
Reproducibility and validity of dietary patterns assessed with a food-frequency questionnaire
Hu, F. B., Rimm, E., Smith-Warner, S. A., Feskanich, D., Stampfer, M. J., Ascherio, A., Sampson, L., & Willett, W. C. (1999) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/69.2.243 · Cited by 1,165
Self-citationProspective study of major dietary patterns and risk of coronary heart disease in men
Hu, F. B., Rimm, E. B., Stampfer, M. J., Ascherio, A., Spiegelman, D. L., & Willett, W. C. (2000) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/72.4.912 · Cited by 1,066
Self-citationDiet and Health: What Should We Eat?
Willett, W. C. (1994) · Science · doi:10.1126/science.8160011 · Cited by 1,008 · cited 1×
“The lower rate of CHD in Asia and the Mediterranean region may be partly due to their respective dietary patterns [ 46 ].”
BackgroundFung, T. T., Rimm, E. B., Spiegelman, D. L., Rifai, N., Tofler, G. H., Willett, W. C., & Hu, F. B. (2001) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/73.1.61 · Cited by 862
Self-citationThe Effects of Nonpharmacologic Interventions on Blood Pressure of Persons With High Normal Levels
Whelton, P. K. (1992) · JAMA · doi:10.1001/jama.1992.03480090061028 · Cited by 768
Indexes of Overall Diet Quality
KANT, A. K. (1996) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(96)00217-9 · Cited by 650
Dietary patterns and the risk of coronary heart disease in women.
Fung, T., Willett, W., Stampfer, M., Manson, J., & Hu, F. (2001) · Archives of Internal Medicine · doi:10.1001/archinte.161.15.1857 · Cited by 606
Self-citationA Prospective Study of Diet Quality and Mortality in Women
Kant, A. K. (2000) · JAMA · doi:10.1001/jama.283.16.2109 · Cited by 571
Eating Patterns and Risk of Colon Cancer
Slattery, M. L., Boucher, K. M., Caan, B. J., Potter, J. D., & Ma, K. (1998) · American Journal of Epidemiology · doi:10.1093/aje/148.1.4-a · Cited by 560
Rationale and design of the Dietary Approaches to Stop Hypertension trial (DASH)
Sacks, F. M., Obarzanek, E., WINDHAUSER, M. M., Svetkey, L. P., Vollmer, W. M., McCullough, M. L., KARANJA, N. M., Lin, P., Steele, P., Proschan, M. A., et al. (1995) · Annals of Epidemiology · doi:10.1016/1047-2797(94)00055-x · Cited by 490
Huijbregts, P., Feskens, E. J. M., Räsänen, L., Fidanza, F., Nissinen, A. M., Menotti, A., & Kromhout, D. (1997) · BMJ · doi:10.1136/bmj.315.7099.13 · Cited by 415
Adherence to the Dietary Guidelines for Americans and risk of major chronic disease in men
McCullough, M. L., Feskanich, D., Rimm, E. B., Giovannucci, E. L., Ascherio, A., Variyam, J. N., Spiegelman, D., Stampfer, M. J., & Willett, W. C. (2000) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/72.5.1223 · Cited by 403
The Diet Quality Index Revised
Haines, P. S., Siega‐Riz, A. M., & Popkin, B. M. (1999) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(99)00168-6 · Cited by 400
Kant, A. K., Schatzkin, A. G., Harris, T. B., Ziegler, R. G., & Block, G. (1993) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/57.3.434 · Cited by 362
Invited Commentary: Factor Analysis and the Search for Objectivity
nez, M. A. E. M., Marshall, J. R., & SECHREST, L. B. (1998) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a009552 · Cited by 334
Murphy, M. E. (1996) · Springer eBooks · doi:10.1007/978-1-4613-0425-8_2 · Cited by 312
Adherence to the Dietary Guidelines for Americans and risk of major chronic disease in women
McCullough, M. L., Feskanich, D., Stampfer, M. J., ROSNER, B. A., Hu, F. B., Hunter, D. J., Variyam, J. N., Colditz, G. A., & Willett, W. C. (2000) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/72.5.1214 · Cited by 249
Self-citationDietary patterns and mortality in Danish men and women: a prospective observational study
Osler, M., Heitmann, B. L., Gerdes, L. U., Jørgensen, L. M., & Schroll, M. (2001) · British Journal Of Nutrition · doi:10.1079/bjn2000240 · Cited by 247
Kant, A. K., Schatzkin, A. G., & Ziegler, R. G. (1995) · Journal of the American College of Nutrition · doi:10.1080/07315724.1995.10718501 · Cited by 234
Schulze, M. B., Hoffmann, K., Kroke, A., & Boeing, H. (2001) · British Journal Of Nutrition · doi:10.1079/bjn2000254 · Cited by 198
Effect of Dietary Patterns on Serum Homocysteine
Appel, L. J., Miller, E. R., Jee, S. H., Stolzenberg‐Solomon, R. Z., Rd, Lin, P., Erlinger, T. P., Nadeau, M., & Selhub, J. (2000) · Circulation · doi:10.1161/01.cir.102.8.852 · Cited by 177
Using Cluster Analysis to Examine Dietary Patterns
WIRFÄLT, A. K. E., & Jeffery, R. W. (1997) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(97)00071-0 · Cited by 173
Food group intake patterns and associated nutrient profiles of the US population
Kant, A. K., Schatzkin, A. G., Block, G., Ziegler, R. G., & Nestle, M. (1991) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(21)01429-2 · Cited by 132
Patterns in food use and their associations with nutrient intakes
Randall, E., Marshall, J., Graham, S., & Brasure, J. (1990) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/52.4.739 · Cited by 127
Dietary patterns among a national random sample of British adults
Pryer, J. A., Nichols, R., Elliott, P., Thakrar, B., Brunner, E. J., & Marmot, M. G. (2001) · Journal of Epidemiology & Community Health · doi:10.1136/jech.55.1.29 · Cited by 122
Dietary patterns and mortality
Trichopoulos, D., & Λάγιου, Π. (2001) · British Journal Of Nutrition · doi:10.1079/bjn2000282 · Cited by 121
Whelton, P. K., Appel, L. J., Charleston, J. B., Dalcin, A., Ewart, C. K., Fried, L. P., Kaidy, D., Klag, M. J., Kumanyika, S., Steffen, L. M., et al. (1992) · JAMA · doi:10.1001/jama.267.9.1213 · Cited by 121
Validation of a Dietary Pattern Approach for Evaluating Nutritional Risk
Millen, B. E., Quatromoni, P. A., COPENHAFER, D. L., et al. (2001) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(01)00051-7 · Cited by 109
Food eating patterns and health: a reexamination of the Ten-State and HANES I surveys
Schwerin, H. S., Stanton, J. L., Riley, A. M., Schaefer, A. E., Leveille, G. A., Elliott, J. G., Warwick, K. M., & Brett, B. E. (1981) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/34.4.568 · Cited by 102
Schwerin, H. S., Jl, S., Smith, J., Riley, A., & Brett, B. E. (1982) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/35.5.1319 · Cited by 101
Dietary Patterns and Cardiovascular Risk Factors in Elderly Men: The Zutphen Elderly Study
HUIJBREGTS, P. P. C. W., Feskens, E. J. M., & Kromhout, D. (1995) · International Journal of Epidemiology · doi:10.1093/ije/24.2.313 · Cited by 100
Dietary patterns of elderly Boston-area residents defined by cluster analysis
Tucker, K. L., Dallal, G. E., & Rush, D. (1992) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(21)00933-0 · Cited by 98
Nicklas, T. A., Webber, L. S., Thompson, B., & Berenson, G. S. (1989) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/49.6.1320 · Cited by 93
Ursin, G., Ziegler, R. G., Subar, A. F., Graubard, B. I., Haile, R. W., & Hoover, R. N. (1993) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a116753 · Cited by 84
Cluster analysis of food consumption patterns of older Americans
Akin, J. S., Guilkey, D. K., Popkin, B. M., & Fanelli, M. T. (1986) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(21)03991-2 · Cited by 84
Millen, B. E., Quatromoni, P. A., GAGNON, D. R., Cupples, L. A., FRANZ, M. M., & D’Agostino, R. B. (1996) · American Journal of Health Promotion · doi:10.4278/0890-1171-11.1.42 · Cited by 78
Diet and 20-y mortality in two rural population groups of middle-aged men in Italy
Farchi, G., Mariotti, S., Menotti, A., Seccareccia, F., Torsello, S., & Fidanza, F. (1989) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/50.5.1095 · Cited by 75
Food patterns of elderly Europeans.
Schroll, K., Carbajal, Á., Decarli, B., et al. (1996) · Socio-Environmental Systems Modeling · Cited by 57
Exploratory study of the relationship between hypertension and diet diversity among Saba Islanders.
Wl, M., Crabtree, B. F., & Dk, E. (1992) · PubMed · Cited by 46
Gex‐Fabry, M., Raymond, L., & Jeanneret, O. (1988) · International Journal of Epidemiology · doi:10.1093/ije/17.3.548 · Cited by 42
Lee, C. N., REED, D. M., MacLean, C. J., Yano, K., & Chiu, D. (1988) · New England Journal of Medicine · doi:10.1056/nejm198804143181516 · Cited by 41
Hébert, J. R., & Kabat, G. C. (1991) · Nutrition and Cancer · doi:10.1080/01635589109514118 · Cited by 40
Frequency of food use data and the multidimensionality of diet
Randall, E., Marshall, J. R., Graham, S., & Brasure, J. (1989) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(21)02312-9 · Cited by 37
Jacobson, H., & Stanton, J. L. (1986) · Cited by 35
Diet diversity and risk of colon cancer in Western New York
McCann, S. E., Randall, E., Marshall, J. R., Graham, S., Zielezny, M. A., & Freudenheim, J. L. (1994) · Nutrition and Cancer · doi:10.1080/01635589409514311 · Cited by 28
Correlates of the “western” and “prudent” diet patterns in the us
Tseng, M., & DeVillis, R. (2000) · Annals of Epidemiology · doi:10.1016/s1047-2797(00)00088-0 · Cited by 21
Barker, M. E., McClean, S. I., Strain, J., et al. (1992) · Journal of Epidemiology & Community Health · doi:10.1136/jech.46.2.151 · Cited by 20
Research works printed but not linked: 2
- Jacobson, 1986, Clin Nutr, 5, 249
- Miller, 1992, Public Health Reports, 107, 426
Cited by
Sorted by citations
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Shivappa, N., Steck, S. E., Hurley, T. G., Hussey, J. R., & Hébert, J. R. (2014) · Public Health Nutrition · doi:10.1017/s1368980013002115 · Cited by 2,731
KDOQI clinical practice guideline for nutrition in CKD: 2020 update
Ikizler, T. A., Burrowes, J. D., Byham-Gray, L. D., Campbell, K. L., Carrero, J.-J., Chan, W., Fouque, D., Friedman, A. N., Ghaddar, S., Goldstein-Fuchs, D. J., et al. (2020) · American Journal of Kidney Diseases · doi:10.1053/j.ajkd.2020.05.006 · Cited by 1,960
Kushi, L. H., Byers, T., Doyle, C., Bandera, E. V., McCullough, M., Gansler, T., Andrews, K. S., Thun, M. J., & The American Cancer Society 2006 Nutrition and Physical Activity Guidelines Advisory Committee (2006) · CA A Cancer Journal for Clinicians · doi:10.3322/canjclin.56.5.254 · Cited by 1,901
Adherence to Mediterranean diet and health status: meta-analysis
Sofi, F., Cesari, F., Abbate, R., Gensini, G. F., & Casini, A. (2008) · BMJ · doi:10.1136/bmj.a1344 · Cited by 1,717
Mente, A., de Koning, L., Shannon, H. S., & Anand, S. S. (2009) · Archives of Internal Medicine · doi:10.1001/archinternmed.2009.38 · Cited by 1,267
Metadata
- Authors
- Hu, F. B.
- Affiliations
- Harvard University (US)
- Corresponding author
- Hu, Frank B.
- ORCID
- Hu, Frank B.
- Venue
- Current Opinion in Lipidology
- Published
- 2002-02
- Volume
- 13
- Issue
- 1
- Pages
- 3-9
- ISSN
- 0957-9672 (ISSN-L)
- OpenAlex
- W2043057028
- Cited by
- 4,029
- References
- 54
- Citations by year
- 2026: 153 · 2025: 172 · 2024: 257 · 2023: 265 · 2022: 303 · 2021: 324 · 2020: 313 · 2019: 284 · 2018: 285 · 2017: 232 · 2016: 220 · 2015: 229 · 2014: 196 · 2013: 166 · 2012: 136
- FWCI
- 4.49
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Current Opinion in Lipidology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Nutritional Studies and Diet
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Nutrition, Genetics, and Disease
- Health Sciences › Nursing › Nutrition and Dietetics › Fatty Acid Research and Health
- Keywords
- Mediterranean diet, cardiovascular risk, factor analysis, clustering, dietary guidelines adherence
- MeSH terms
- Coronary Disease, Factor Analysis, Statistical, Feeding Behavior, Humans, Nutritional Physiological Phenomena, Risk Factors, Reproducibility of Results, Cluster Analysis
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