A Big Step Closer to Actually Observing Cortical Circuitry

-- that's my impression, at least. Keep your fingers crossed.
Ted

···

-------------------------------------
Medical Daily

New imaging method developed at Stanford reveals stunning details of brain
connections

Wednesday, November 17, 2010 16:34 PM

New imaging method developed at Stanford reveals stunning details of brain
connections

Researchers at the Stanford University School of Medicine, applying a
state-of-the-art imaging system to brain-tissue samples from mice, have been
able to quickly and accurately locate and count the myriad connections
between nerve cells in unprecedented detail, as well as to capture and
catalog those connections' surprising variety.

A typical healthy human brain contains about 200 billion nerve cells, or
neurons, linked to one another via hundreds of trillions of tiny contacts
called synapses. It is at these synapses that an electrical impulse
traveling along one neuron is relayed to another, either enhancing or
inhibiting the likelihood that the second nerve will fire an impulse of its
own. One neuron may make as many as tens of thousands of synaptic contacts
with other neurons, said Stephen Smith, PhD, professor of molecular and
cellular physiology and senior author of a paper describing the study, to be
published Nov. 18 in Neuron.

Because synapses are so minute and packed so closely together, it has been
hard to get a handle on the complex neuronal circuits that do our thinking,
feeling and activation of movement. But the new method may put the mapping
of these connections within scientists' grasp. It works by combining
high-resolution photography with specialized fluorescent molecules that bind
to different proteins and glow in different colors. Massive computing power
captures this information and converts it into imagery.

Examined up close, a synapse - less than a thousandth of a millimeter in
diameter - is a specialized interface consisting of the edges of two
neurons, separated by a tiny gap. Chemicals squirted out of the edge of one
neuron diffuse across the gap, triggering electrical activity in the next
and thus relaying a nervous signal. There are perhaps a dozen known types of
synapses, categorized according to the kind of chemical employed in them.
Different synaptic types differ correspondingly in the local proteins, on
one abutting neuron or the other, that are associated with the packing,
secretion and uptake of the different chemicals.

Synapse numbers in the brain vary over time. Periods of massive
proliferation in fetal development, infancy and adolescence give way to
equally massive bursts of "pruning" during which underused synapses are
eliminated, and eventually to a steady, gradual decline with increasing age.
The number and strength of synaptic connections in various brain circuits
also fluctuate with waking and sleeping cycles, as well as with learning.
Many neurodegenerative disorders are marked by pronounced depletion of
specific types of synapses in key brain regions.

In particular, the cerebral cortex - a thin layer of tissue on the brain's
surface - is a thicket of prolifically branching neurons. "In a human, there
are more than 125 trillion synapses just in the cerebral cortex alone," said
Smith. That's roughly equal to the number of stars in 1,500 Milky Way
galaxies, he noted.

But attempting to map the cerebral cortex's complex circuitry has been a
fool's errand up to now, Smith said. "We've been guessing at it." Synapses
in the brain are crowded in so close together that they cannot be reliably
resolved by even the best of traditional light microscopes, he said. "Now we
can actually count them and, in the bargain, catalog each of them according
to its type."

Array tomography, an imaging method co-invented by Smith and Kristina
Micheva, PhD, who is a senior staff scientist in Smith's lab, was used in
this study as follows: A slab of tissue - in this case, from a mouse's
cerebral cortex - was carefully sliced into sections only 70 nanometers
thick. (That's the distance spanned by 700 hydrogen atoms theoretically
lined up side by side.) These ultrathin sections were stained with
antibodies designed to match 17 different synapse-associated proteins, and
they were further modified by conjugation to molecules that respond to light
by glowing in different colors.

The antibodies were applied in groups of three to the brain sections. After
each application huge numbers of extremely high-resolution photographs were
automatically generated to record the locations of different fluorescing
colors associated with antibodies to different synaptic proteins. The
antibodies were then chemically rinsed away and the procedure was repeated
with the next set of three antibodies, and so forth. Each individual synapse
thus acquired its own protein-composition "signature," enabling the
compilation of a very fine-grained catalog of the brain's varied synaptic
types.

All the information captured in the photos was recorded and processed by
novel computational software, most of it designed by study co-author Brad
Busse, a graduate student in Smith's lab. It virtually stitched together all
the slices in the original slab into a three-dimensional image that can be
rotated, penetrated and navigated by the researchers.

The Stanford team used brain samples from a mouse that had been
bioengineered so that particularly large neurons that abound in the cerebral
cortex express a fluorescent protein, normally found in jellyfish, that
glows yellowish-green. This let them visualize synapses against the
background of the neurons they linked.

The researchers were able to "travel" through the resulting 3-D mosaic and
observe different colors corresponding to different synaptic types just as a
voyager might transit outer space and note the different hues of the stars
dotting the infinite blackness. A movie was also created by this software.

This level of detailed visualization has never been achieved before, Smith
said. "The entire anatomical context of the synapses is preserved. You know
right where each one is, and what kind it is," he said.

Observed in this manner, the brain's overall complexity is almost beyond
belief, said Smith. "One synapse, by itself, is more like a microprocessor
-with both memory-storage and information-processing elements - than a mere
on/off switch. In fact, one synapse may contain on the order of 1,000
molecular-scale switches. A single human brain has more switches than all
the computers and routers and Internet connections on Earth," he said.

In the course of the study, whose primary purpose was to showcase the new
technique's application to neuroscience, Smith and his colleagues discovered
some novel, fine distinctions within a class of synapses previously assumed
to be identical. His group is now focused on using array tomography to tease
out more such distinctions, which should accelerate neuroscientists'
progress in, for example, identifying how many of which subtypes are gained
or lost during the learning process, after an experience such as traumatic
pain, or in neurodegenerative disorders such as Alzheimer's. With support
from the National Institutes of Health, Smith's lab is using array
tomography to examine tissue samples from Alzheimer's brains obtained from
Stanford and the University of Pennsylvania.

"I anticipate that within a few years, array tomography will have become an
important mainline clinical pathology technique, and a drug-research tool,"
Smith said. He and Micheva are founding a company that is now gathering
investor funding for further work along these lines. Stanford's Office of
Technology Licensing has obtained one U.S. patent on array tomography and
filed for a second.

I was able to download the article in Neuron. Will share with anyone
interested.
Ted

···

-----Original Message-----
From: Control Systems Group Network (CSGnet)
[mailto:CSGNET@LISTSERV.ILLINOIS.EDU] On Behalf Of Ted Cloak
Sent: Thursday, November 18, 2010 9:00 AM
To: CSGNET@LISTSERV.ILLINOIS.EDU
Subject: A Big Step Closer to Actually Observing Cortical Circuitry

-- that's my impression, at least. Keep your fingers crossed.
Ted
-------------------------------------
Medical Daily

New imaging method developed at Stanford reveals stunning details of brain
connections

Wednesday, November 17, 2010 16:34 PM

New imaging method developed at Stanford reveals stunning details of brain
connections

Researchers at the Stanford University School of Medicine, applying a
state-of-the-art imaging system to brain-tissue samples from mice, have been
able to quickly and accurately locate and count the myriad connections
between nerve cells in unprecedented detail, as well as to capture and
catalog those connections' surprising variety.

A typical healthy human brain contains about 200 billion nerve cells, or
neurons, linked to one another via hundreds of trillions of tiny contacts
called synapses. It is at these synapses that an electrical impulse
traveling along one neuron is relayed to another, either enhancing or
inhibiting the likelihood that the second nerve will fire an impulse of its
own. One neuron may make as many as tens of thousands of synaptic contacts
with other neurons, said Stephen Smith, PhD, professor of molecular and
cellular physiology and senior author of a paper describing the study, to be
published Nov. 18 in Neuron.

Because synapses are so minute and packed so closely together, it has been
hard to get a handle on the complex neuronal circuits that do our thinking,
feeling and activation of movement. But the new method may put the mapping
of these connections within scientists' grasp. It works by combining
high-resolution photography with specialized fluorescent molecules that bind
to different proteins and glow in different colors. Massive computing power
captures this information and converts it into imagery.

Examined up close, a synapse - less than a thousandth of a millimeter in
diameter - is a specialized interface consisting of the edges of two
neurons, separated by a tiny gap. Chemicals squirted out of the edge of one
neuron diffuse across the gap, triggering electrical activity in the next
and thus relaying a nervous signal. There are perhaps a dozen known types of
synapses, categorized according to the kind of chemical employed in them.
Different synaptic types differ correspondingly in the local proteins, on
one abutting neuron or the other, that are associated with the packing,
secretion and uptake of the different chemicals.

Synapse numbers in the brain vary over time. Periods of massive
proliferation in fetal development, infancy and adolescence give way to
equally massive bursts of "pruning" during which underused synapses are
eliminated, and eventually to a steady, gradual decline with increasing age.
The number and strength of synaptic connections in various brain circuits
also fluctuate with waking and sleeping cycles, as well as with learning.
Many neurodegenerative disorders are marked by pronounced depletion of
specific types of synapses in key brain regions.

In particular, the cerebral cortex - a thin layer of tissue on the brain's
surface - is a thicket of prolifically branching neurons. "In a human, there
are more than 125 trillion synapses just in the cerebral cortex alone," said
Smith. That's roughly equal to the number of stars in 1,500 Milky Way
galaxies, he noted.

But attempting to map the cerebral cortex's complex circuitry has been a
fool's errand up to now, Smith said. "We've been guessing at it." Synapses
in the brain are crowded in so close together that they cannot be reliably
resolved by even the best of traditional light microscopes, he said. "Now we
can actually count them and, in the bargain, catalog each of them according
to its type."

Array tomography, an imaging method co-invented by Smith and Kristina
Micheva, PhD, who is a senior staff scientist in Smith's lab, was used in
this study as follows: A slab of tissue - in this case, from a mouse's
cerebral cortex - was carefully sliced into sections only 70 nanometers
thick. (That's the distance spanned by 700 hydrogen atoms theoretically
lined up side by side.) These ultrathin sections were stained with
antibodies designed to match 17 different synapse-associated proteins, and
they were further modified by conjugation to molecules that respond to light
by glowing in different colors.

The antibodies were applied in groups of three to the brain sections. After
each application huge numbers of extremely high-resolution photographs were
automatically generated to record the locations of different fluorescing
colors associated with antibodies to different synaptic proteins. The
antibodies were then chemically rinsed away and the procedure was repeated
with the next set of three antibodies, and so forth. Each individual synapse
thus acquired its own protein-composition "signature," enabling the
compilation of a very fine-grained catalog of the brain's varied synaptic
types.

All the information captured in the photos was recorded and processed by
novel computational software, most of it designed by study co-author Brad
Busse, a graduate student in Smith's lab. It virtually stitched together all
the slices in the original slab into a three-dimensional image that can be
rotated, penetrated and navigated by the researchers.

The Stanford team used brain samples from a mouse that had been
bioengineered so that particularly large neurons that abound in the cerebral
cortex express a fluorescent protein, normally found in jellyfish, that
glows yellowish-green. This let them visualize synapses against the
background of the neurons they linked.

The researchers were able to "travel" through the resulting 3-D mosaic and
observe different colors corresponding to different synaptic types just as a
voyager might transit outer space and note the different hues of the stars
dotting the infinite blackness. A movie was also created by this software.

This level of detailed visualization has never been achieved before, Smith
said. "The entire anatomical context of the synapses is preserved. You know
right where each one is, and what kind it is," he said.

Observed in this manner, the brain's overall complexity is almost beyond
belief, said Smith. "One synapse, by itself, is more like a microprocessor
-with both memory-storage and information-processing elements - than a mere
on/off switch. In fact, one synapse may contain on the order of 1,000
molecular-scale switches. A single human brain has more switches than all
the computers and routers and Internet connections on Earth," he said.

In the course of the study, whose primary purpose was to showcase the new
technique's application to neuroscience, Smith and his colleagues discovered
some novel, fine distinctions within a class of synapses previously assumed
to be identical. His group is now focused on using array tomography to tease
out more such distinctions, which should accelerate neuroscientists'
progress in, for example, identifying how many of which subtypes are gained
or lost during the learning process, after an experience such as traumatic
pain, or in neurodegenerative disorders such as Alzheimer's. With support
from the National Institutes of Health, Smith's lab is using array
tomography to examine tissue samples from Alzheimer's brains obtained from
Stanford and the University of Pennsylvania.

"I anticipate that within a few years, array tomography will have become an
important mainline clinical pathology technique, and a drug-research tool,"
Smith said. He and Micheva are founding a company that is now gathering
investor funding for further work along these lines. Stanford's Office of
Technology Licensing has obtained one U.S. patent on array tomography and
filed for a second.

I am interested!

David Cross
d.cross@tcu.edu
www.davidcross.us

···

On Nov 18, 2010, at 10:09 AM, Ted Cloak wrote:

I was able to download the article in Neuron. Will share with anyone
interested.
Ted

-----Original Message-----
From: Control Systems Group Network (CSGnet)
[mailto:CSGNET@LISTSERV.ILLINOIS.EDU] On Behalf Of Ted Cloak
Sent: Thursday, November 18, 2010 9:00 AM
To: CSGNET@LISTSERV.ILLINOIS.EDU
Subject: A Big Step Closer to Actually Observing Cortical Circuitry

-- that's my impression, at least. Keep your fingers crossed.
Ted
-------------------------------------
Medical Daily

New imaging method developed at Stanford reveals stunning details of brain
connections

Wednesday, November 17, 2010 16:34 PM

New imaging method developed at Stanford reveals stunning details of brain
connections

Researchers at the Stanford University School of Medicine, applying a
state-of-the-art imaging system to brain-tissue samples from mice, have been
able to quickly and accurately locate and count the myriad connections
between nerve cells in unprecedented detail, as well as to capture and
catalog those connections' surprising variety.

A typical healthy human brain contains about 200 billion nerve cells, or
neurons, linked to one another via hundreds of trillions of tiny contacts
called synapses. It is at these synapses that an electrical impulse
traveling along one neuron is relayed to another, either enhancing or
inhibiting the likelihood that the second nerve will fire an impulse of its
own. One neuron may make as many as tens of thousands of synaptic contacts
with other neurons, said Stephen Smith, PhD, professor of molecular and
cellular physiology and senior author of a paper describing the study, to be
published Nov. 18 in Neuron.

Because synapses are so minute and packed so closely together, it has been
hard to get a handle on the complex neuronal circuits that do our thinking,
feeling and activation of movement. But the new method may put the mapping
of these connections within scientists' grasp. It works by combining
high-resolution photography with specialized fluorescent molecules that bind
to different proteins and glow in different colors. Massive computing power
captures this information and converts it into imagery.

Examined up close, a synapse - less than a thousandth of a millimeter in
diameter - is a specialized interface consisting of the edges of two
neurons, separated by a tiny gap. Chemicals squirted out of the edge of one
neuron diffuse across the gap, triggering electrical activity in the next
and thus relaying a nervous signal. There are perhaps a dozen known types of
synapses, categorized according to the kind of chemical employed in them.
Different synaptic types differ correspondingly in the local proteins, on
one abutting neuron or the other, that are associated with the packing,
secretion and uptake of the different chemicals.

Synapse numbers in the brain vary over time. Periods of massive
proliferation in fetal development, infancy and adolescence give way to
equally massive bursts of "pruning" during which underused synapses are
eliminated, and eventually to a steady, gradual decline with increasing age.
The number and strength of synaptic connections in various brain circuits
also fluctuate with waking and sleeping cycles, as well as with learning.
Many neurodegenerative disorders are marked by pronounced depletion of
specific types of synapses in key brain regions.

In particular, the cerebral cortex - a thin layer of tissue on the brain's
surface - is a thicket of prolifically branching neurons. "In a human, there
are more than 125 trillion synapses just in the cerebral cortex alone," said
Smith. That's roughly equal to the number of stars in 1,500 Milky Way
galaxies, he noted.

But attempting to map the cerebral cortex's complex circuitry has been a
fool's errand up to now, Smith said. "We've been guessing at it." Synapses
in the brain are crowded in so close together that they cannot be reliably
resolved by even the best of traditional light microscopes, he said. "Now we
can actually count them and, in the bargain, catalog each of them according
to its type."

Array tomography, an imaging method co-invented by Smith and Kristina
Micheva, PhD, who is a senior staff scientist in Smith's lab, was used in
this study as follows: A slab of tissue - in this case, from a mouse's
cerebral cortex - was carefully sliced into sections only 70 nanometers
thick. (That's the distance spanned by 700 hydrogen atoms theoretically
lined up side by side.) These ultrathin sections were stained with
antibodies designed to match 17 different synapse-associated proteins, and
they were further modified by conjugation to molecules that respond to light
by glowing in different colors.

The antibodies were applied in groups of three to the brain sections. After
each application huge numbers of extremely high-resolution photographs were
automatically generated to record the locations of different fluorescing
colors associated with antibodies to different synaptic proteins. The
antibodies were then chemically rinsed away and the procedure was repeated
with the next set of three antibodies, and so forth. Each individual synapse
thus acquired its own protein-composition "signature," enabling the
compilation of a very fine-grained catalog of the brain's varied synaptic
types.

All the information captured in the photos was recorded and processed by
novel computational software, most of it designed by study co-author Brad
Busse, a graduate student in Smith's lab. It virtually stitched together all
the slices in the original slab into a three-dimensional image that can be
rotated, penetrated and navigated by the researchers.

The Stanford team used brain samples from a mouse that had been
bioengineered so that particularly large neurons that abound in the cerebral
cortex express a fluorescent protein, normally found in jellyfish, that
glows yellowish-green. This let them visualize synapses against the
background of the neurons they linked.

The researchers were able to "travel" through the resulting 3-D mosaic and
observe different colors corresponding to different synaptic types just as a
voyager might transit outer space and note the different hues of the stars
dotting the infinite blackness. A movie was also created by this software.

This level of detailed visualization has never been achieved before, Smith
said. "The entire anatomical context of the synapses is preserved. You know
right where each one is, and what kind it is," he said.

Observed in this manner, the brain's overall complexity is almost beyond
belief, said Smith. "One synapse, by itself, is more like a microprocessor
-with both memory-storage and information-processing elements - than a mere
on/off switch. In fact, one synapse may contain on the order of 1,000
molecular-scale switches. A single human brain has more switches than all
the computers and routers and Internet connections on Earth," he said.

In the course of the study, whose primary purpose was to showcase the new
technique's application to neuroscience, Smith and his colleagues discovered
some novel, fine distinctions within a class of synapses previously assumed
to be identical. His group is now focused on using array tomography to tease
out more such distinctions, which should accelerate neuroscientists'
progress in, for example, identifying how many of which subtypes are gained
or lost during the learning process, after an experience such as traumatic
pain, or in neurodegenerative disorders such as Alzheimer's. With support
from the National Institutes of Health, Smith's lab is using array
tomography to examine tissue samples from Alzheimer's brains obtained from
Stanford and the University of Pennsylvania.

"I anticipate that within a few years, array tomography will have become an
important mainline clinical pathology technique, and a drug-research tool,"
Smith said. He and Micheva are founding a company that is now gathering
investor funding for further work along these lines. Stanford's Office of
Technology Licensing has obtained one U.S. patent on array tomography and
filed for a second.

[From Bill Powers (2010.11.19.1720 MDT)]

Ted Cloak wrote:

I was able to download the article in Neuron. Will share with anyone
interested.

BP: I'm not optimistic about this "connectome" project. I don't know the whole story so that shouldn't bother anyone. But my experience with understanding circuitry (see attached) makes me think that we really will have to know what the brain does before we will be able to make any sense of its wiring.

Bill