Keye's seven countries study was an ecologic study and hence does not contribute to causation.  The original Framingham studies could not fractionate cholesterol.  Systematic reviews and meta-analysis have been consistently negative for adverse outcomes. The intakes of glucose and fructose are causal in obesity and metabolis syndrome but were not controlled for in early studies.   Why then is saturated fats avoidance still a frequent recommendation?  

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