Relationship between foods consumed and diseases developed

#1
What kind of data can we collect to find out the relationship between foods consumed and diseases developed?

If a patient says he is a vegetarian and has diabetis, how can one establish the relationship between these two? (only Chi-Square?) Is there a way to collect data in such a way that correlation coefficient can be determined?