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The first point I want to make, then emphasize, then re-emphasize, is that there is no ‘the’ cause of cardiovascular disease. By which I mean that there is not, and never has been, any one single factor that can be considered to be ‘the’ cause. Instead, there are many. They can work by themselves or combine with others.
So you can say that, for example, diabetes is ‘a’ cause of cardiovascular disease. But you cannot say that it is ‘the’ cause. Yes ‘a’ cause but not ‘the’ cause. This is not purely semantics. Whilst the difference may seem subtle, it is critical. A table, or the table. A man, or the man. An answer, or the answer.
If there is no ‘the’ cause, what does this mean in practice? It means that many different things, or factors, or whatever term you use to describe them, can lead to exactly the same disease.