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APOE, CETP and LPL genes show strong association with lipid..:

Smart, M.C. ; Dedoussis, G. ; Louizou, E....
Nutrition, Metabolism and Cardiovascular Diseases.  20 (2010)  1 - p. 26-33 , 2010
Link: https://doi.org/10.1016/j.numecd.2009.02.005