The problem really lies with the fact that within the more than 100,000 published studies on Alzheimer's disease you are bound to find a random association between this disease and many other things. This is especially true for observational studies in people, and also true for low-powered studies in experimental animals. Experimental science, however, demands that one establishes a cause and effect relationship. The…
Virus and Two Types of Bacteria as Major Causes of Alzheimer’s
11–20 of 36 posts
Re: Virus and Two Types of Bacteria as Major Causes of Alzheimer’s
#12Re: Virus and Two Types of Bacteria as Major Causes of Alzheimer’s
#13The problem really lies with the fact that within the more than 100,000 published studies on Alzheimer's disease you are bound to find a random association between this disease and many other things. This is especially true for observational studies in people, and also true for low-powered studies in experimental animals. Experimental science, however, demands that one establishes a cause and effect relationship. The…
Re: Virus and Two Types of Bacteria as Major Causes of Alzheimer’s
#14The problem really lies with the fact that within the more than 100,000 published studies on Alzheimer's disease you are bound to find a random association between this disease and many other things. This is especially true for observational studies in people, and also true for low-powered studies in experimental animals. Experimental science, however, demands that one establishes a cause and effect relationship. The…
Yes. I think few non-medical researchers realize how limited the value of a particular correlation generally proves to be. The more you work with biomedical data, the more you appreciate the limited value of big R values when no plausible mechanism of action accompanies it. Given enough metrics, it's common to find one with perfect correspondence to a disease's biomarkers or symptoms. Lab biologists and chemists have…
I would go further. In my medical research work I saw dozens, probably hundreds of "statistically significant" correlations between different variables in a rather small dataset. I found them just by taking different subsets or summarizing the same data in a few different ways.
I didn't find any interesting and so published nothing about them, but I am sure others could build entire careers out of coming up with narratives to explain those correlations.
I have to think that people who have trouble finding correlations are either clueless about exploring the data (eg have only ever looked at dynamite plots of their results) or are measuring something so swamped by instrumental noise it is meaningless.
Re: Virus and Two Types of Bacteria as Major Causes of Alzheimer’s
#15Re: Virus and Two Types of Bacteria as Major Causes of Alzheimer’s
#16the sample size was not huge (14 i think) and it was cited nitrates are the beneficial agent. It would be interesting to see if there is any association between the suggested offending microbial activity and nitrates in vitro before moving on to some sort of in vivo model
https://www.sciencedaily.com/releases/2010/11/101102130957.h...
Re: Virus and Two Types of Bacteria as Major Causes of Alzheimer’s
#17The problem really lies with the fact that within the more than 100,000 published studies on Alzheimer's disease you are bound to find a random association between this disease and many other things. This is especially true for observational studies in people, and also true for low-powered studies in experimental animals. Experimental science, however, demands that one establishes a cause and effect relationship. The…
Yes. I think few non-medical researchers realize how limited the value of a particular correlation generally proves to be. The more you work with biomedical data, the more you appreciate the limited value of big R values when no plausible mechanism of action accompanies it. Given enough metrics, it's common to find one with perfect correspondence to a disease's biomarkers or symptoms. Lab biologists and chemists have…
Re: Virus and Two Types of Bacteria as Major Causes of Alzheimer’s
#18If you don't understand that correlation doesn't imply causation, you should be sent back to your first year of high school and forced to try it all again.
Re: Virus and Two Types of Bacteria as Major Causes of Alzheimer’s
#191. Exercise for oxygen
2. Gum disease
3. Standing up and feeling a head rush
4. blood sugar and diabetes
If we can believe each of these 4 is the key insight within 12 months, I have to wonder at the state of our knowledge about the disease.
Re: Virus and Two Types of Bacteria as Major Causes of Alzheimer’s
#20The problem really lies with the fact that within the more than 100,000 published studies on Alzheimer's disease you are bound to find a random association between this disease and many other things. This is especially true for observational studies in people, and also true for low-powered studies in experimental animals. Experimental science, however, demands that one establishes a cause and effect relationship. The…
Or to taxpayers when some pharmaceutical company finds a specious statistical correlation between Alzheimer's and an infectious agent that one of their products happens to treat.
A cynical view, yes. Borne out of my reading of Bad Pharma and coming across at least one startup whose business model was to do this with genetic tests.