The world of personalized medicine is very seductive. If you're on kensington gore in shepherd's bush, it it feels a little different. For my patients, their diet is more likely to be determined by what's in the reduced style at little than by what they have been told is already thing for them to have. And now i know you've got some very interesting stuff to say about the biome as well and the mechanisms behind this. I'm conscious of the time and the need for questions. Just one, i know, sara, that you to follow this up.

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