And the rant continues...
The long(er) reads from Pac.Bio’s sequencer
have shown the sequencing community (the 'Seqosphere' - I like dumb names, accept it) that long, single molecules reads must be the
future of discovery genomics. Bravo Pac.Bio! However, whilst an awesome
technology, some of the earlier chemistries demonstrated to the world that
relying on biology and fluorescence have their limitations. Recent patents and
grant applications suggest a move to the dark side for Pac.Bio. If only they
could find a way to get rid of the enzymes, reduce the device costs & size,
the bioinformatics burden and run times, then they’d be laughing.
The present excitement in the field, as we
look to the future, is all centered on nanopore technology, which is, so far,
promising to deliver a 'dream machine'. However, Oxford Nanopore Technologies
(ONT) are apparently still relying on biological (lipid) membranes and proteins
(reading a sliding window of 3-5bps) which is always going to give you stability issues and errors.
Nabsys appear to have given up on nucleotide sequencing for now in favor of
looking at structural elements (sounds a bit like the US Genomics story all
over again) and Genia, well who knows where they are at other than they are
able to make great microelectronic solutions.
Yet, I applaud them all as they understand that the next generation needs to be another major step-change in sequencing. I further ‘doff my cap’ in their general direction, as what they are attempting is technically challenging, to the point of being close to impossible.
The concept of nanopores is a good one, direct read of single molecules over huge lengths. But the basic fundamentals of nanopore sequencing worries me somewhat (of course I’d say that, I’m not developing a nanopore sequencer, so am completely bias). The resolution isn’t there for true single base pair identification (as I mentioned above) and therefore the accuracy will most likely drop again. Moving to a solid state Graphene nanopore can theoretically solve this, but how long will this take to develop (recent noises from ONT suggest this is one research route the are pursuing at their base in Cambridge, MA). More importantly, there is only one detector, i.e. one shot at base calling (OK, two shots if you form a hair pin loop in the dsDNA and linearize it, or more if you oscillate it, which doesn’t necessarily get rid of the systematic errors associated with the method of base calling), so you’ll still be relying on sequencing many molecules to get the accuracy level right; ONTs ‘run until…’ approach.
However, nanopore sequencing IS a paradigm
shift and it IS truly stunning and we should celebrate companies like ONT and
support them in any way we can! They are fighting enough battles with the
technology development and the intense pressures venture capitalists give a
company, they don’t need us, the Seqosphere, ridiculing them for
delays that are normal for any hi-tech development project. Let us not forget Solexa telling us all in 2006, that their technology would sequence a human
genome before the end of the year… "he just didn’t say which year" (as Harold Swerdlow famously said). Same thing is
happening now with ONT. I think we’ll all agree that Solexa’s technology has
done pretty well since finally sequencing its first human genome (well enough of it for people to say it was fully sequenced... it wasn't complete, no human genome has been fully sequenced).
When thinking about DNA sequencing using
nanopores, I find myself wishing we could stack thousands of different nanopores on top
of each other and have one DNA molecule translocate through the lot, with the
sequence read as it passes through each
nanopore. Why sequence thousands of
molecules one time when you can sequence one molecule a thousand times? It
stands to reason that a LastGen 2.0 technology (I call it this as Stefan Roever,
CEO of Genia, once claimed their nanopore technology would be ‘LastGen’
Sequencing) would be able to do this, to directly read a single and whole
chromosome thousands of times, in different ways in a single run. This will
limit stochastic errors and weed out systematic errors. Imagine how important
this tool will be for single cell applications, such as surveying the genomes
of different cells within a tumor for instance.
Is this possible, sure, of course, it just
needs some out of the box thinking, some money and a bunch of smart people to
build it… it’s one of our internal projects at QuantuMDx, but surely we’re
not the only group looking to develop the next gen, of the next gen, of the next
gen… of the next gen of sequencers! We are going through the early stages of
creating a novel technology for the field and it’s daunting. Our field is
unforgiving of normal developmental hiccups such us early prototype error rates
and delays in product launches. This resistance and sometimes mockery filters to
the investment communities which limits companies abilities to raise the needed
funds to make all our dreams a reality with the next big killer device.
So my call to arms is this; to all young
scientists, senior scientists, P.I.s, institute heads and leaders of the
bioscience industry, don’t accept the technological status quo, the
bottom-line-driven fear mongering rhetoric of large sequencing companies who
want you to believe their technology is the best and won’t be beaten whilst
churning out diatribe to derail new entrants into the field. Do accept and
understand that the funding-attracting sensationalism from fledgling companies
claiming the $100 dollar genome with their “Last-Gen” killer technology is a
necessary evil to lure investment dollars to produce killer new tools. Accept
that the development of the next blockbuster DNA sequencing tool is hard, super
hard, and that delays are inevitable and shouldn’t be mocked. Accept that
venture capitalists insist on the dreaded ‘stealth mode’ to protect their
investment from copycats. Don’t dismiss novel approaches and companies because
they are not run by people with a track record in making sequencing tools, or
you can’t immediately see how it can work.
Dream of a world of high quality
super long reads of single, whole chromosomes, telomere to telomere in a single
rapid run, read out by cheap re-usable chips, Gattaca style. Help, advise and support these crazy innovators to make cheaper, faster, better sequencing
technologies, because one of them may well deliver and the wonderful world of
NGS will suddenly become even more fabulous!
No comments:
Post a Comment