[ExI] 23andSingularity
Anders Sandberg
anders at aleph.se
Sun Jul 7 18:55:07 UTC 2013
The trope that "most people have not yet made a phone call yet" is alive
and well, despite having been wrong for several years (there are 6
billion phones by now), yet it hangs on. Same thing with a lot of other
assumptions about just how backwards the rest of the world is - this is
why Hans Rosling is doing important work in debunking these myths.
Clearly personal genomics is done by a super minority today - 23andme
are hoping for one million signed up at the end of the year, which is an
order of magnitude increase. That might well be very optimistic. But as
the price comes down exponentially, people find uses for the data
(whether sane or crazy uses) we should expect an exponential increase in
people getting it - and as cellphones have demonstrated, even very high
tech can, if packaged well, be spread in fairly poor societies. Personal
genomics looks like it could do that (send in samples, get access to
results - no need for local hightech infrastructure). So at some point
we are going to see a genomics transition as a sizeable fraction gets
sequenced.
How large does the fraction need to be to allow inferences about
relatedness? One million SNPs is about one million bits of
distinguishing information, one should be able to discern relatedness
out to thousands of generations that way (caveats about non-50%
distributions here). In practice there are plenty of statistical
problems - see
http://www.biostat.washington.edu/~bsweir/BIOST551/WeirAndersonHepler.pdf <http://www.biostat.washington.edu/%7Ebsweir/BIOST551/WeirAndersonHepler.pdf>
for some examples, although a lot of this discussion is already obsolete
since we can get so many SNPs.
http://www.nist.gov/mml/bmd/genetics/upload/PIIS1872497311001426.pdf
suggests that current methods work well out to second cousins, but
becomes shaky at third cousins. So that would suggest that if X and Y
are within 5 family links (sibling/offspring/parent) from each other
they can be linked. Each person has about 5 people within 1 step (2
parents, 1 sibling, 2 offspring), so there is about 4^5=1024 people
within that radius (4 because we are tracing the tree outwards). So as
soon as 1 on 1024 people has their genome we should expect a big
percolation transition as the probability of getting somebody within
this radius jumps. That will happen at about 306,000 US members, or 6.8
million worldwide.
Now, if 23andme are successful in their ambitions, that transition will
happen for the US within a year.
--
Dr Anders Sandberg
Future of Humanity Institute
Oxford Martin School
Oxford University
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