> What do you mean by repeatable?
This is a complicated question but let's break it down to the simplest problem i can think of. Suppose I do a study comparing the gut microbiota of CFS patients compared to controls. Then, another group does the same study. The control group better have reasonable overlap. If they do not, then both labs should process the raw samples and see if they get reasonable overlap. If not, start here to fix.
> The gut microbiome is in constant flux; it constantly changes every day.
It depends on who you talk to which is somewhat my point. Eric Alm's lab showed that the gut microbiome is relatively stable over time (they sample daily for over a year). Other labs have shown it varies daily. My own lab has shown that it varies greatly depending on where you take the sample (stool is actually quite heterogeneous in terms of bacterial populations). You could argue how you define "same" as a function of a scale, in this case taxon level. But the problem still remains.
> A sample sent to 3 different companies on 3 different days would have 3 different results, even if their analysis was perfect.
If the analysis was "perfect" (whatever that means), then why are they different. Can we model the differences?
The real truth is that stool is quite heterogenous in terms of bacterial populations. Its quite easy to get an OOM difference between abundances in the same sample.
> I've not had my stools analyzed. If I were to, the biggest thing I would look for would be the level diversity in my microbiome, as opposed to individual strains.
Diversity on which level though? Most consumer sequencing companies do not go the strain level. Most are genus and you get about 50-75% of the species.
> I only have minor knowledge about this, so maybe I am missing something.
Appreciate your honesty. Science has done a sub par job (in my opinion) of emphasizing to the public that we (the community) understand what is going on. All we really know now, broadly speaking, is that the gut microbiota is different when compared to healthy controls be we really have no idea why. That doesnt mean we dont understand the metabolite profiles, but the simple fact that Provetella has been implicated in both sickness and in health should indicate that reproducibility would be very insightful.