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It's very hard, indeed.
Known reasons for cholesterol changes can vary among
  • change in exercise/activity routine
  • dietary changes
  • stress/sleep habits
  • alcohol consumption
  • genetics
  • ....
So, unless the study accounts for these, seems like cholesterol change might just be at best an indirect marker of potential risk to develop dementia.