I think the breast cancer example is really apt here, which is my fear with all of these neurodegenerative diseases is we are acting at the wrong time. I really like saying we take a bunch of women with stage four breast cancer and we do lump back to me is on them. And they don't live any longer. That's my fear is when it comes to neurodegeneration, as you said, we don't know the stages. We certainly don't know what treatments to apply when. Without having a plethora of biomarkers that you're looking at to really handpick patients appropriately, I don't know how we'll show effect efficacy of these drugs.

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