Scope Higher egg intake was previously associated with a lower risk of developing type 2 diabetes (T2D) in the prospective, population-based Kuopio Ischaemic Heart Disease Risk Factor Study (KIHD) in eastern Finland. Potential compounds that can explain this association are explored using nontargeted LC-MS-based metabolic profiling. Methods and results Two hundred and thirty-nine baseline serum samples from the KIHD are analyzed in four groups: subjects with higher (mean intake one egg per day) or lower (mean intake two eggs per week) egg intake who developed T2D (cases) or remained heatlhy (controls) during the mean follow-up of 19.3 years. Different serum profiles of subjects who had either higher or lower egg intakes, and of those who developed type 2 diabetes or remained healthy, are observed. The higher baseline tyrosine level predicts higher odds of T2D (OR 1.94; 95% CI 1.45, 2.60; p < 0.001; FDR 0.023) along with an unknown hexose-containing compound (OR 2.13; 95% CI 1.57, 2.88; p < 0.001; FDR 0.005). Certain predominant metabolites in T2D cases are correlated positively with ones in the lower-egg-intake group and negatively with ones in the higher-egg-intake group. Conclusion Our current findings may underline some potential metabolites that can explain how egg intake is associated with a lower risk of T2D.
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Sun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R China
Li, Shu-yi
Chen, Si
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Sun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R China
Chen, Si
Lu, Xiao-ting
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Sun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R China
Lu, Xiao-ting
Fang, Ai-ping
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Sun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R China
Sun Yat Sen Univ, Sch Publ Hlth, Guangdong Prov Key Lab Food Nutr & Hlth, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R China
Fang, Ai-ping
Chen, Yu-ming
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Sun Yat Sen Univ, Sch Publ Hlth, Dept Med Stat & Epidemiol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R China
Chen, Yu-ming
Huang, Rong-zhu
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Sun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R China
Huang, Rong-zhu
Lin, Xin-lei
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Sun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R China
Lin, Xin-lei
Huang, Zi-hui
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Sun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R China
Huang, Zi-hui
Ma, Jing-fei
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Sun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R China
Ma, Jing-fei
Huang, Bi-xia
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Sun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R China
Huang, Bi-xia
Zhu, Hui-lian
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Sun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R China
Sun Yat Sen Univ, Sch Publ Hlth, Guangdong Prov Key Lab Food Nutr & Hlth, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou 510080, Peoples R China
机构:
Department of Clinical Nursing, Shiga University of Medical Science, Tsukinowa-cho Seta, Otsu, 520-2192, ShigaDepartment of Clinical Nursing, Shiga University of Medical Science, Tsukinowa-cho Seta, Otsu, 520-2192, Shiga
Morimoto A.
Tatsumi Y.
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Department of Hygiene and Public Health, Teikyo University, 2-11-1 Kaga, Itabashi-Ku, 173-8605, TokyoDepartment of Clinical Nursing, Shiga University of Medical Science, Tsukinowa-cho Seta, Otsu, 520-2192, Shiga
Tatsumi Y.
Sonoda N.
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Department of Mathematical Health Science, Graduate School of Medicine, Osaka University, 1-7 Yamadaoka, Suita, 565-0871, OsakaDepartment of Clinical Nursing, Shiga University of Medical Science, Tsukinowa-cho Seta, Otsu, 520-2192, Shiga
Sonoda N.
Miyamatsu N.
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Department of Clinical Nursing, Shiga University of Medical Science, Tsukinowa-cho Seta, Otsu, 520-2192, ShigaDepartment of Clinical Nursing, Shiga University of Medical Science, Tsukinowa-cho Seta, Otsu, 520-2192, Shiga
Miyamatsu N.
Shimoda T.
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Saku Central Hospital, 197 Usuda, Saku, 384-0301, NaganoDepartment of Clinical Nursing, Shiga University of Medical Science, Tsukinowa-cho Seta, Otsu, 520-2192, Shiga
Shimoda T.
Sakaguchi S.
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Saku Central Hospital, 197 Usuda, Saku, 384-0301, NaganoDepartment of Clinical Nursing, Shiga University of Medical Science, Tsukinowa-cho Seta, Otsu, 520-2192, Shiga