Breakfast Skipping Is Associated with Increased Risk of Type 2 Diabetes among Adults: A Systematic Review and Meta-Analysis of Prospective Cohort Studies
Background: Epidemiologic studies have indicated that breakfast skipping is associated with risk of type 2 diabetes. However, the shape of the dose-response relation and the influence of adiposity on this association have not been reported. Objective: We investigated the association between breakfast skipping and risk of type 2 diabetes by considering the influence of the body mass index (BMI). Methods: In this systematic review and meta-analysis, PubMed and Web of Science were searched up to August 2017. Prospective cohort studies on breakfast skipping and risk of type 2 diabetes in adults were included. Summary RRs and 95% CIs, without and with adjustment for BMI, were estimated with the use of a random-effects model in pairwise and dose-response meta-analyses. Results: In total 6 studies, based on 96,175 participants and 4935 cases, were included. The summary RR for type 2 diabetes comparing ever with never skipping breakfast was 1.33 (95% CI: 1.22, 1.46, n = 6 studies) without adjustment for BMI, and 1.22 (95% CI: 1.12, 1.34, n = 4 studies) after adjustment for BMI. Nonlinear dose-response meta-analysis indicated that risk of type 2 diabetes increased with every additional day of breakfast skipping, but the curve reached a plateau at 4-5 d/wk, showing an increased risk of 55% (summary RR: 1.55; 95% CI: 1.41, 1.71). No further increase in risk of type 2 diabetes was observed after 5 d of breakfast skipping/wk (P for nonlinearity = 0.08). Conclusions: This meta-analysis provides evidence that breakfast skipping is associated with an increased risk of type 2 diabetes, and the association is partly mediated by BMI.
机构:
Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USAHarvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Bhupathiraju, Shilpa N.
Tobias, Deirdre K.
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Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USAHarvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Tobias, Deirdre K.
Malik, Vasanti S.
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Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USAHarvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Malik, Vasanti S.
Pan, An
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Natl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Singapore 117548, Singapore
Natl Univ Singapore, Yong Loo Lin Sch Med, Singapore 117548, Singapore
Natl Univ Hlth Syst, Singapore, SingaporeHarvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Pan, An
Hruby, Adela
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Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USAHarvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Hruby, Adela
Manson, JoAnn E.
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Harvard Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
Brigham & Womens Hosp, Div Prevent Med, Boston, MA 02115 USA
Harvard Univ, Sch Med, Boston, MA USAHarvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Manson, JoAnn E.
Willett, Walter C.
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机构:
Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Harvard Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
Harvard Univ, Sch Med, Boston, MA USA
Brigham & Womens Hosp, Channing Div Network Med, Boston, MA 02115 USAHarvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Willett, Walter C.
Hu, Frank B.
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h-index: 0
机构:
Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Harvard Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
Harvard Univ, Sch Med, Boston, MA USA
Brigham & Womens Hosp, Channing Div Network Med, Boston, MA 02115 USAHarvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
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Vanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Vanderbilt Univ, Dept Biostat, Suite 11000,2525 West End Ave, Nashville, TN 37203 USAVanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Byrne, Daniel W.
Rolando, Lori A.
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Vanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Vanderbilt Univ, Dept Med, Nashville, TN 37203 USAVanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Rolando, Lori A.
Aliyu, Muktar H.
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Vanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Vanderbilt Univ, Dept Med, Nashville, TN 37203 USA
Vanderbilt Univ, Dept Hlth Policy, Nashville, TN 37203 USAVanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Aliyu, Muktar H.
McGown, Paula W.
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Vanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USAVanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
McGown, Paula W.
Connor, Lisa R.
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Vanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USAVanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Connor, Lisa R.
Awalt, Bradley M.
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Vanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USAVanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Awalt, Bradley M.
Holmes, Marilyn C.
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Vanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USAVanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Holmes, Marilyn C.
Wang, Li
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h-index: 0
机构:
Vanderbilt Univ, Dept Biostat, Suite 11000,2525 West End Ave, Nashville, TN 37203 USAVanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
机构:
Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USAHarvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Bhupathiraju, Shilpa N.
Tobias, Deirdre K.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USAHarvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Tobias, Deirdre K.
Malik, Vasanti S.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USAHarvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Malik, Vasanti S.
Pan, An
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Singapore 117548, Singapore
Natl Univ Singapore, Yong Loo Lin Sch Med, Singapore 117548, Singapore
Natl Univ Hlth Syst, Singapore, SingaporeHarvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Pan, An
Hruby, Adela
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USAHarvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Hruby, Adela
Manson, JoAnn E.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
Brigham & Womens Hosp, Div Prevent Med, Boston, MA 02115 USA
Harvard Univ, Sch Med, Boston, MA USAHarvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Manson, JoAnn E.
Willett, Walter C.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Harvard Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
Harvard Univ, Sch Med, Boston, MA USA
Brigham & Womens Hosp, Channing Div Network Med, Boston, MA 02115 USAHarvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Willett, Walter C.
Hu, Frank B.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
Harvard Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
Harvard Univ, Sch Med, Boston, MA USA
Brigham & Womens Hosp, Channing Div Network Med, Boston, MA 02115 USAHarvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
机构:
Vanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Vanderbilt Univ, Dept Biostat, Suite 11000,2525 West End Ave, Nashville, TN 37203 USAVanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Byrne, Daniel W.
Rolando, Lori A.
论文数: 0引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Vanderbilt Univ, Dept Med, Nashville, TN 37203 USAVanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Rolando, Lori A.
Aliyu, Muktar H.
论文数: 0引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Vanderbilt Univ, Dept Med, Nashville, TN 37203 USA
Vanderbilt Univ, Dept Hlth Policy, Nashville, TN 37203 USAVanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Aliyu, Muktar H.
McGown, Paula W.
论文数: 0引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USAVanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
McGown, Paula W.
Connor, Lisa R.
论文数: 0引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USAVanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Connor, Lisa R.
Awalt, Bradley M.
论文数: 0引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USAVanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Awalt, Bradley M.
Holmes, Marilyn C.
论文数: 0引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USAVanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA
Holmes, Marilyn C.
Wang, Li
论文数: 0引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Dept Biostat, Suite 11000,2525 West End Ave, Nashville, TN 37203 USAVanderbilt Univ, Div Gen Internal Med & Publ Hlth, Nashville, TN 37203 USA