A section of human brain tissue (with two insets
showing zoomed in areas), with 12 colors of labeling simultaneously resolving
various cells, vasculature and proteins. Credit: Chung Lab/MIT Picower Institute
Observing
anything and everything within the human brain, no matter how large or small
while it is fully intact, has been an out-of-reach dream of neuroscience for
decades, but in a new study in Science, an MIT-based team describes a
technology pipeline that enabled them to finely process, richly label and
sharply image full hemispheres of the brains of two donors—one with Alzheimer's
and one without—at high resolution and speed.
"We performed holistic imaging of human brain tissues at multiple resolutions from single synapses to whole brain hemispheres
and we have made that data available," said senior and corresponding
author Kwanghun Chung, associate professor in The Picower Institute for
Learning and Memory, the Departments of Chemical Engineering and Brain and
Cognitive Sciences, and the Institute for Medical Engineering and Science at
MIT.
"This technology pipeline really enables us to
analyze the human brain at multiple scales. Potentially this pipeline can be
used for fully mapping human brains."
The new study does not already present a comprehensive
map or atlas of the entire brain, in which every cell, circuit and protein is
identified and analyzed, but with full hemispheric imaging, it demonstrates an
integrated suite of three technologies to enable that and other long-sought
neuroscience investigations.
The research provides a "proof of concept"
by showing numerous examples of what the pipeline makes possible, including
sweeping landscapes of thousands of neurons within whole brain regions, diverse
forests of cells each in individual detail, and tufts of subcellular structures
nestled among extracellular molecules.
The researchers also present a rich variety of
quantitative analytical comparisons focused on a chosen region within the
Alzheimer's and non-Alzheimer's hemispheres.
The importance of being able to image whole hemispheres of human brains intact and down to the resolution of individual synapses (the teeny connections that neurons forge to make circuits) is two-fold for understanding the human brain in health and disease, Chung said.
Views
at various scales of two kinds of neurons (calretinin-expressing in cyan and
somatostatin-expressing in magenta) in the prefrontal cortex of a human brain.
Credit: Chung Lab/MIT Picower Institute
On one hand,
it will enable scientists to conduct integrated explorations of questions using
the same brain, rather than having to, for example, observe different phenomena
in different brains, which can vary significantly, and then trying to construct
a composite picture of the whole system. A key feature of the new technology
pipeline is that analysis doesn't degrade the tissue.
On the contrary, it makes the tissues extremely
durable and repeatedly re-labelable to highlight different cells or molecules
as needed for new studies for potentially years on end. In the paper, Chung's
team demonstrates using 20 different antibody labels to highlight different
cells and proteins but they are already expanding that to a hundred or more.
"We need to be able to see all these different
functional components—cells, their morphology and their connectivity,
subcellular architectures, and their individual synaptic connections—ideally
within the same brain, considering the high individual variabilities in the
human brain and considering the precious nature of human brain samples,"
Chung said.
"This technology pipeline really enables us to
extract all these important features from the same brain in a fully integrated
manner."
On the other hand, the pipeline's relatively high
scalability and throughput (imaging a whole brain hemisphere once it is
prepared takes 100 hours rather than many months) means that it is possible to
create many samples to represent different sexes, ages, disease states and
other factors that can enable robust comparisons with increased statistical
power.
Chung said he envisions creating a brain bank of fully imaged brains that researchers could analyze and re-label as needed for new studies to make more of the kinds of comparisons he and co-authors made with the Alzheimer's and non-Alzheimer's hemispheres in the new paper.
Numerous antibodies mark cellular and molecular
constituents (in distinct colors) within the orbitofrontal cortex of a brain
donor with Alzheimer's disease. Credit: Chung Lab/MIT Picower Institute
Three key innovations
Chung said the biggest challenge he faced in achieving the advances
described in the paper was building a team at MIT that included three
especially talented young scientists, each a co-lead author of the paper
because of their key roles in producing the three major innovations.
Ji Wang, a mechanical engineer and
former postdoc, developed the "Megatome," a device for slicing intact
human brain hemispheres so finely that there is no damage to it.
Juhyuk Park, a materials engineer and former postdoc, developed the
chemistry that makes each brain slice clear, flexible, durable, expandable, and
quickly, evenly and repeatedly labelable—a technology called
"mELAST."
Webster Guan, a former MIT chemical engineering graduate student with a
knack for software development, created a computational system called
"UNSLICE" that can seamlessly reunify the slabs to reconstruct each
hemisphere in full 3D down to the precise alignment of individual blood vessels
and neural axons (the long strands they extend to forge connections with other
neurons).
No technology allows for imaging whole human brain anatomy at subcellular
resolution without first slicing it because it is very thick (it's 3,000 times
the volume of a mouse brain) and opaque. But in the Megatome, tissue remains
undamaged because Wang, who is now at a company Chung founded called LifeCanvas
Technologies, engineered its blade to vibrate side to side faster and yet sweep
wider than previous vibratome slicers.
Meanwhile, she also crafted the instrument to stay perfectly within its plane, Chung said. The result are slices that don't lose anatomical information at their separation or anywhere else. And because the vibratome cuts relatively quickly and can cut thicker (and therefore fewer) slabs of tissue, a whole hemisphere can be sliced in a day, rather than months.
The imaging and analysis flow of the technology
pipeline with sample images of rich labeling to distinguish large-scale brain
structure (left), to circuits, to individual cells to individual synapses
(right). Credit: Chung Lab/MIT Picower Institute
A major reason
why slabs in the pipeline can be thicker comes from mELAST. Park engineered the
hydrogel that infuses the brain sample to make it optically clear, virtually
indestructible and compressible and expandable. Combined with other chemical
engineering technologies developed in recent years in Chung's lab, the samples
can then be evenly and quickly infused with the antibody labels that highlight
cells and proteins of interest.
Using a light sheet microscope the lab customized, a
whole hemisphere can be imaged down to individual synapses in about 100 hours,
the authors report in the study. Park is now an assistant professor at Seoul
National University in South Korea.
"This advanced polymeric network, which
fine-tunes the physicochemical properties of tissues, enabled multiplexed
multiscale imaging of the intact human brains," Park said.
After each slab has been imaged, the task is then to
restore an intact picture of the whole hemisphere computationally. Guan's
UNSLICE does this at multiple scales. For instance, at the middle, or
"meso" scale, it algorithmically traces blood vessels coming into one
layer from adjacent layers and matches them. But it also takes an even finer
approach.
To further register the slabs, the team purposely
labeled neighboring neural axons in different colors (like the wires in an
electrical fixture). That enabled UNSLICE to match layers up based on tracing
the axons, Chung said. Guan is also now at LifeCanvas.
In the study, the researchers present a litany of
examples of what the pipeline can do. The very first figure demonstrates that
the imaging allows one to richly label a whole hemisphere and then zoom in from
the wide scale of brainwide structures to the level of circuits, then
individual cells and then subcellular components such as synapses.
Other images and videos demonstrate how diverse the labeling can be, revealing long axonal connections and the abundance and shape of different cell types, including not only neurons but also astrocytes and microglia.
A comparison of what can be seen in the
orbitofrontal cortex of control and Alzheimer's brain samples: Note in round 2
of labeling that much more amyloid beta (AB) is visible in the Alzheimer's
sample (bottom row). The same is true for phosphyrlated Tau (pTau) in round 5.
Credit: Chung Lab/MIT
Exploring Alzheimer's
For years, Chung has collaborated with co-author
Matthew Frosch, an Alzheimer's researcher and director of the brain bank at
Massachusetts General Hospital, to image and understand Alzheimer's disease
brains.
With the new pipeline established, they began an
open-ended exploration, first noticing where within a slab of tissue they saw
the greatest loss of neurons in the disease sample compared to the control.
From there, they followed their curiosity—as the technology allowed them to
do—ultimately producing a series of detailed investigations described in the
paper.
"We didn't lay out all these experiments in
advance," Chung said. "We just started by saying, 'OK, let's image
this slab and see what we see.' We identified brain regions with substantial
neuronal loss so let's see what's happening there. 'Let's dive deeper.' So we
used many different markers to characterize and see the relationships between
pathogenic factors and different cell types."
"This pipeline allows us to have almost unlimited
access to the tissue," Chung said. "We can always go back and look at
something new."
They focused most of their analysis in the
orbitofrontal cortex within each hemisphere. One of the many observations they
made was that synapse loss was concentrated in areas where there was direct
overlap with amyloid plaques. Outside of areas of plaques, the synapse density
was as high in the brain with Alzheimer's as in the one without the disease.
With just two samples, Chung said, the team is not
offering any conclusions about the nature of Alzheimer's disease, of course,
but the point of the study is that the capability now exists to fully image and
deeply analyze whole human brain hemispheres to enable exactly that kind of
research.
Notably, the technology applies equally well to many
other tissues in the body, not just brains.
"We envision that this scalable technology platform will advance our understanding of the human organ functions and disease mechanisms to spur development of new therapies," the authors conclude.
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