Graham, a close Republican ally of Donald Trump, died at the age of 71 on Saturday evening.
US Senator Lindsey Graham died of an "aortic dissection" caused by cardiovascular disease, according to a preliminary finding by the Washington DC medical examiner.
An aortic dissection is a tear in the main artery that carries blood to the heart.
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