Increases in LDL particle number and total cholesterol may not be causal, as individuals increasing dietary or exogenous cholesterol consumption often also increase dietary fat consumption.

“go up that LDL particle number go up in total cholesterol go up etc but it's quite likely that those two things are not causal meaning the person who's increasing their consumption of dietary or exogenous cholesterol is also usually increasing their consumption of dietary fats”