Doctor: Angiotensinogen is a protein in human blood. ██████████ ███ ██████ █ ████████ ███████████████ ██████ ████ ███ ██████ ████ ████████ █████ ████████ ███ ███████ █ ███████ ██████ ██ ████████ ██ ███████████████ ███████ ██████████ ███████ █ ████ ██ █ █████ ██ ████ █████ █████████
The doctor hypothesizes that disease X causes high blood pressure, because it typically increases angiotensinogen levels, which are linked to higher blood pressure.
This is the cookie-cutter flaw of assuming that correlation proves causation. The doctor shows that disease X usually causes higher angiotensinogen levels and that higher angiotensinogen levels are correlated with higher blood pressure. She then jumps to the conclusion that disease X causes high blood pressure. To do this, she must assume that higher angiotensinogen levels actually cause high blood pressure. However, it’s possible that high blood pressure causes higher angiotensinogen levels, or that another factor like smoking or genetics causes both.
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