A full fly connectome
research highlights
NEUROSCIENCE
A full fly connectome
Zhang, Z. et al. Cell 174, 730–743 (2018).
Neuroscientists know little about how brain
processes generate complex behaviors and
functions such as learning and memory.
Tracing neuronal circuitry will undoubtedly
be a key part of solving this mystery,
but mapping the connections between
individual neurons requires an immense
amount of high resolution images. A
neuron’s tangle of branches can contain
tiny processes, 100 nanometers or less in
diameter, that can’t be comprehensively seen
with a light microscope. “Right now the only
way to make these maps for all neurons and
synapses in a given piece of brain tissue is
to use a technique called volume electron
microscopy,” says Davi Bock, a group leader
at Janelia Research Campus.
In a recent paper in Cell, Bock and his
team report using EM to create the first
comprehensive map of all the neurons in
the adult brain of Drosophila melanogaster.
“This class of data has really been missing
from the field of neurobiology,” he says. “It
doesn’t answer all the questions by itself,
but having a wiring diagram at that level of
detail can’t help but be useful.”
Researchers have created comprehensive
connectomes of a few small organisms, such
as the nematode Caenorhabditis elegans and
the fruit fly larva, but the 100,000 neuron
brain of an adult fruit fly was thought to be
out of reach. Bock’s group began building a
custom EM camera array as well as a stage
that could quickly move the sample for highhigh-throughput image acquisition when
he first arrived at Janelia in 2011. The group
settled on the adult fly brain as the starting
data-set and brought together a team of
collaborators to optimize sample preparation
and develop the needed software. “Stitching
all these images into a coherent threedimensional volume was a huge problem at
this scale,” Bock says.
The 7,050 sections of fly brain that make
up the map consist of roughly 21 million
images—a 106 terabyte dataset. “We’re one
or two orders of magnitude larger than
anything that’s ever been done before at this
resolution,” Bock says. His group used the
map to examine a fly brain region called the
mushroom body, which stores associative
olfactory memories. The unprecedented
resolution revealed that cells in a subregion
called the calyx made connections to a
previously unobserved cell type.
The adult fly map is freely accessible
online at temca2data.org or through a link
at www.virtualflybrain.org. Already, some
20 labs are using the tool, says Bock. His
lab and collaborators are now using deep
learning techniques to do some early data
processing and to speed up circuit mapping,
so that users don’t have to wade through
raw data.
Alla Katsnelson
Published online: 23 October 2018
https://doi.org/10.1038/s41684-018-0183-8
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Lab Animal | VOL 47 | NOVEMBER 2018 | 307–312 | www.nature.com/laban
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