WEBVTT

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JOSH MCDERMOTT: We made it.

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It's the last
lecture of the term.

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I hope everybody's
hanging in there.

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I know it's a little
bit of a hectic time.

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Today we're going to talk
about the sense of smell

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and the sense of taste,
which are fairly related.

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Scientific terms for that
is olfaction and gustation.

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So these are really
interesting senses.

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They're kind of an important
part of a lot of the things

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we care a lot about in
life, but they're not nearly

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as well studied,
especially in humans,

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as the other senses that we've
been talking about so far.

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So we'll talk about the sense
of smell and the sense of taste.

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So the basic idea of
smell is that there

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are odorants that are given
off by substances in the world.

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So the term "odor" refers
to the sensation of smell,

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and it's caused by an odorant.

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So an odorant is a molecule that
produces the sensation of smell.

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So for a molecule to be smelled,
the odorant has to be volatile.

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So it has to be able to
float through the air.

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It's got to be small.

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It's got to be hydrophobic,
repellent to water.

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But not all such
molecules can be smelled.

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So a famous example
is carbon monoxide.

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So most people have carbon
monoxide detectors or alarms

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in the places where they
live because it's toxic,

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but it doesn't produce a smell.

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So you have to have an
alarm that goes off.

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So we think these
kinds of molecules

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were probably irrelevant when
the odorant receptors evolved.

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So the sense of
smell, it's obviously

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pretty important to humans
in a lot of respects.

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We use it to evaluate
lots of things.

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For some animal
species, it's sometimes

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their most important sense.

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So it's well known that animals
can track odorant signals

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over very long distances.

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This is a really famous picture.

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I think this is from National
Geographic from a long time

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ago, where there's a
dog and a bird that

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was dragged across a field.

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And the dog has some
lights on its collar.

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So this is a time-lapse photo.

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So there's a yellow
trace here that

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shows the path over
which the bird was

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dragged across this field.

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And then the dog was
trained to find animals,

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like in the context of hunting.

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And so you can see the
track of the dog over time.

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And so it's following the
scent trace back and forth.

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So initially, it
runs around until it

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finds some hint of the
smell, and then it kind of

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is able to follow this.

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And so dogs are
really good at this.

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And you've probably
heard about this

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being done in the context
of police work and stuff,

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and they've been doing
this for millennia.

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So animals do this a lot.

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People can do this
to some extent.

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So this is kind of a
crazy experiment that

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was done at UC Berkeley about 15
years ago, where they measured

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the ability of humans to track
scents just using their noses.

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And so the way that
they did this was-- it's

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inspired, obviously, by that
classic photo of the dog, where

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there was a chemical
that was kind of dragged

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across the field.

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That's the yellow line.

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So I think they used the smell
of chocolate or something.

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And then the person was given
the task of following the scent.

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And so to make sure that they
were only using their noses,

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they were blindfolded.

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And you can't really
see this very clearly,

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but they're wearing earmuffs.

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And they're wearing these
really thick mittens

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so they can't really
feel anything.

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So basically, all
that they could do

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was move or crawl and smell.

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And then the red trace is the
position of the person's body

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as they're moving
over the field.

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So people are able to
do this to some extent.

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A lot more slowly than dogs.

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So the human olfactory
apparatus resides in the nose.

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So the nose has a
couple functions.

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It filters, warms,
and humidifies the air

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that we breathe.

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So it's part of breathing.

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But it also contains
olfactory receptors.

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And so the olfactory
epithelium is a mucous membrane

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whose primary function
is to detect odorants

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in the inhaled air.

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So this is a face.

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That's the nose.

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Here's a cut through
the nose that

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shows the various structures.

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So you have these
cavities in here.

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You inhale.

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The air kind comes in,
containing odorants.

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The olfactory epithelium
contains receptors.

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The receptors interact
with odorants,

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and that creates
signals that are then

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sent to the olfactory bulb
and then on to the cortex.

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All right.

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So there's three types of cells
in the olfactory epithelium.

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There's supporting
cells that provide

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metabolic and physical support
for the olfactory sensory

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neurons.

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There are basal cells,
which are precursor cells

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to olfactory sensory neurons.

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So the olfactory
sensory neurons are

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kind of constantly
regenerating themselves.

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And there's the olfactory
sensory neurons themselves.

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This is the main kind of cell
type that does a lot of the work

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that you think of as smell.

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So they're small neurons.

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They're located beneath a watery
mucus layer in the epithelium.

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And then there are these
cilia that kind of stick out

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that contain receptors.

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So you breathe in air.

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The air is wafting around here.

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It contains molecules.

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And then the
molecules, in some way,

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are sensed by
receptors on the cilia,

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and that changes the
membrane potential

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in the olfactory sensory neuron.

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Yeah?

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AUDIENCE: Is that what the
brain eating amoeba target?

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JOSH MCDERMOTT: Is
that what, sorry?

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AUDIENCE: The
brain-eating amoeba.

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JOSH MCDERMOTT: A
brain-eating amoeba?

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Sorry, what about the
brain-eating amoeba?

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AUDIENCE: Are those what target?

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JOSH MCDERMOTT: Are
those what they target?

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AUDIENCE: I don't
know if you know.

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JOSH MCDERMOTT: I didn't
know about that, actually.

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They're supposed to target the
olfactory receptor neurons?

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AUDIENCE: I just wondered
how they get in the brain.

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JOSH MCDERMOTT: I see, I see.

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Could be.

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Yeah.

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I mean, this is--

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I mean, these
receptor neurons, they

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are kind of unusual in the
sense that they're unprotected.

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So they're not behind anything.

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So the hair cells in
your ear are kind of

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inside this bony thing.

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The photoreceptors
are inside the eye.

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So these things are
kind of just out there.

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So yeah, I guess
they're vulnerable.

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OK, so we got these cilia.

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There are these little things,
kind of hair-like protrusions.

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And they contain the receptor
sites for the odorant molecules.

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And the olfactory
receptor is the region

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on the cilia where the
odorant molecules bind.

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And so we'll talk in a second
about how we think that works.

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Takes about seven or
eight odor molecules

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binding to a receptor to
initiate an action potential.

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So there's a lot
of things that are

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different about the sense of
smell compared to the senses

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that we have talked
about so far.

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One big difference is
that smell is slow.

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So this is a graph that
shows an example of that.

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So here's an experiment
where the experimenter had

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an electrode next to or
patch-clamped to this olfactory

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sensory neuron.

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Yeah, I guess it's a
patch-clamp recording.

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You spritz odorant
around the cilia

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of the olfactory
sensory neuron, and then

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you measure the change in the
membrane potential over time.

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So you can see there
at time 0, that's

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when the odorant is
spritzed onto the cilia.

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And then there's a change in
the response of the neuron.

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But the thing to notice
here is the x-axis.

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So that's in seconds.

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So this change in the
response has a time constant

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of five or six seconds.

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It's like an fMRI
signal, which we

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think of as incredibly slow
relative to neural activity.

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So smell is slow.

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And it's slow,
presumably in part

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because the signal itself is
probably very smooth in time.

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So odorants are
there in the air.

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And you can't just kind of
instantly get rid of an odorant.

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So it's dependent
on-- the stimulus

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is dependent on
airflow, and that

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makes it temporally sluggish.

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And so that's probably why
this is the way that it is.

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So we got these
olfactory sensory neurons

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with their receptors.

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And their axons go through
this bony structure,

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called the cribriform plate.

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So it's a bone that's got all
these holes in it that separates

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the nose from the brain.

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And this is the olfactory bulb
where those signals project.

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So the consequence of this,
because these receptors are just

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out there on the other
side of this bone,

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is that you can lose
your sense of smell

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if you get hit hard in the head.

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So there's lots of
reasons why you should

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try not to hit your
head, but one of them

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is that if you hit your
head in the right way

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hard enough, that bone, that
cribriform plate, kind of gets

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knocked.

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And it can slice off the
olfactory sensory neurons

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and can cause anosmia, a
profound loss of smell,

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which also impacts
the sense of taste.

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So as we're going
to discuss later,

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smell is not important
just for smell,

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but also because it combines
with the sense of taste

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to create flavor when
you're eating food.

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So olfactory sensory
neurons, they

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project to the olfactory bulb.

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It's about the size
of a blueberry.

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It's just above the nose.

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It's where olfactory
information is first processed.

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And there are two of
them, one in each brain

00:10:14.300 --> 00:10:17.400 align:middle line:84%
hemisphere corresponding to the
left and the right nostrils.

00:10:17.400 --> 00:10:19.280 align:middle line:84%
And the connections
are ipsilateral.

00:10:19.280 --> 00:10:21.020 align:middle line:84%
So in other words,
the left nostril

00:10:21.020 --> 00:10:23.080 align:middle line:84%
projects to the
left olfactory bulb,

00:10:23.080 --> 00:10:28.340 align:middle line:84%
and the right nostril projects
to the right olfactory bulb.

00:10:28.340 --> 00:10:29.860 align:middle line:90%
So you've got two nostrils.

00:10:29.860 --> 00:10:32.260 align:middle line:84%
They project to different
bits of the brain.

00:10:32.260 --> 00:10:35.660 align:middle line:84%
And they get odorant input
from different parts of space.

00:10:35.660 --> 00:10:40.220 align:middle line:84%
So this is showing
a velocity field

00:10:40.220 --> 00:10:42.620 align:middle line:90%
of the air around the nose.

00:10:42.620 --> 00:10:45.620 align:middle line:84%
And so you can see
that the two nostrils

00:10:45.620 --> 00:10:49.820 align:middle line:84%
are getting most of their input
from different regions of space.

00:10:49.820 --> 00:10:52.680 align:middle line:84%
So you might wonder, all
right, what's that good for?

00:10:52.680 --> 00:10:57.060 align:middle line:84%
We know that you benefit
from having two ears.

00:10:57.060 --> 00:10:59.940 align:middle line:84%
We've talked about how you
benefit from having two eyes.

00:10:59.940 --> 00:11:04.220 align:middle line:84%
What's the benefit from
having two nostrils?

00:11:04.220 --> 00:11:08.300 align:middle line:84%
Well, one measure of the
effect of two nostrils

00:11:08.300 --> 00:11:12.700 align:middle line:84%
came from this experiment of
human scent tracking where,

00:11:12.700 --> 00:11:16.260 align:middle line:84%
to investigate whether or
not people use information

00:11:16.260 --> 00:11:21.620 align:middle line:84%
from the two nostrils
to help localize scents,

00:11:21.620 --> 00:11:23.940 align:middle line:84%
they got rid of the two
nostrils effectively,

00:11:23.940 --> 00:11:26.180 align:middle line:84%
using what they
call a nasal prism.

00:11:26.180 --> 00:11:28.740 align:middle line:84%
So a nasal prism is this
thing that you stick

00:11:28.740 --> 00:11:30.880 align:middle line:84%
into your nostrils-- so
that goes in one nostril,

00:11:30.880 --> 00:11:32.540 align:middle line:90%
that goes to the other--

00:11:32.540 --> 00:11:34.940 align:middle line:84%
and the input comes
from a single aperture

00:11:34.940 --> 00:11:40.450 align:middle line:84%
as opposed to-- this is the
control apparatus where,

00:11:40.450 --> 00:11:42.270 align:middle line:84%
again, you stick
something up your nose.

00:11:42.270 --> 00:11:44.090 align:middle line:84%
But now, the two
nostrils are still

00:11:44.090 --> 00:11:46.650 align:middle line:84%
getting input from two
different regions of space.

00:11:46.650 --> 00:11:49.840 align:middle line:84%
And so the question
is, well, if you're

00:11:49.840 --> 00:11:52.090 align:middle line:84%
using the fact that the two
nostrils are getting input

00:11:52.090 --> 00:11:55.610 align:middle line:84%
from slightly different regions
of space, that should show up

00:11:55.610 --> 00:11:57.890 align:middle line:90%
in your ability to do stuff--

00:11:57.890 --> 00:12:02.810 align:middle line:84%
in this case, perform
this scent tracking task.

00:12:02.810 --> 00:12:05.290 align:middle line:84%
And that's what
the results show.

00:12:05.290 --> 00:12:07.370 align:middle line:84%
So these are two
different measures

00:12:07.370 --> 00:12:12.475 align:middle line:84%
of how well people could
track scents across the grass.

00:12:12.475 --> 00:12:13.850 align:middle line:84%
So this one is
showing the number

00:12:13.850 --> 00:12:15.670 align:middle line:90%
of runs that were completed.

00:12:15.670 --> 00:12:18.930 align:middle line:84%
So I guess sometimes
people just gave up.

00:12:18.930 --> 00:12:21.090 align:middle line:84%
They lost track of the
scent or something.

00:12:21.090 --> 00:12:23.370 align:middle line:84%
So that's the number
of runs completed.

00:12:23.370 --> 00:12:25.250 align:middle line:84%
And this is the
control, where you

00:12:25.250 --> 00:12:29.090 align:middle line:84%
have effectively two nostrils,
and this is the nasal prism.

00:12:29.090 --> 00:12:32.250 align:middle line:84%
So you don't make it through
the path as many times.

00:12:32.250 --> 00:12:37.270 align:middle line:84%
And then this is how fast
you can track scents.

00:12:37.270 --> 00:12:39.970 align:middle line:90%
So meters per second squared.

00:12:39.970 --> 00:12:46.090 align:middle line:84%
So the control is going about
24% faster than the people

00:12:46.090 --> 00:12:47.370 align:middle line:90%
with the nasal prism.

00:12:47.370 --> 00:12:48.210 align:middle line:90%
OK?

00:12:48.210 --> 00:12:49.290 align:middle line:90%
All right.

00:12:49.290 --> 00:12:50.450 align:middle line:90%
It kind of makes sense.

00:12:50.450 --> 00:12:51.212 align:middle line:90%
Two nostrils.

00:12:51.212 --> 00:12:53.670 align:middle line:84%
You have some ability to tell
where smells are coming from.

00:12:53.670 --> 00:12:58.010 align:middle line:90%
So that's part of the story.

00:12:58.010 --> 00:13:00.410 align:middle line:84%
But just not to take
this too seriously.

00:13:00.410 --> 00:13:04.230 align:middle line:84%
Humans are pretty slow
compared to a lot of animals.

00:13:04.230 --> 00:13:07.130 align:middle line:90%
So if you look at--

00:13:07.130 --> 00:13:08.890 align:middle line:90%
so this is showing--

00:13:08.890 --> 00:13:11.930 align:middle line:84%
I guess they had people do
this over multiple days.

00:13:11.930 --> 00:13:14.690 align:middle line:84%
And so people do
get better at this.

00:13:14.690 --> 00:13:17.510 align:middle line:84%
But this is the mean velocity
in meters per second squared.

00:13:17.510 --> 00:13:22.050 align:middle line:84%
And so the absolute numbers
here are very, very low.

00:13:22.050 --> 00:13:26.450 align:middle line:84%
So 0.05 meters per
second squared.

00:13:26.450 --> 00:13:30.050 align:middle line:90%
It's very, very, very slow.

00:13:30.050 --> 00:13:33.810 align:middle line:84%
But you can do it
to some extent.

00:13:33.810 --> 00:13:38.040 align:middle line:84%
So the olfactory bulb,
an important structure

00:13:38.040 --> 00:13:42.920 align:middle line:84%
in the processing of
olfactory sensory information.

00:13:42.920 --> 00:13:46.160 align:middle line:84%
The olfactory bulb contains
these things called glomeruli.

00:13:46.160 --> 00:13:49.320 align:middle line:84%
So these are these
groups of cells

00:13:49.320 --> 00:13:53.360 align:middle line:84%
that contain the axons of
the olfactory sensory neurons

00:13:53.360 --> 00:13:55.480 align:middle line:90%
of a particular type.

00:13:55.480 --> 00:13:59.680 align:middle line:84%
And then the mitral cells
are these output neurons

00:13:59.680 --> 00:14:02.480 align:middle line:84%
that are contained within
the olfactory bulb.

00:14:02.480 --> 00:14:04.040 align:middle line:84%
So you have all of
these axons that

00:14:04.040 --> 00:14:06.060 align:middle line:90%
accumulate in this one place.

00:14:06.060 --> 00:14:08.260 align:middle line:84%
And then the mitral cell
gets input from that.

00:14:08.260 --> 00:14:10.980 align:middle line:84%
And these are all of a
certain type of receptor.

00:14:10.980 --> 00:14:13.060 align:middle line:84%
And then that goes on to
the rest of the brain.

00:14:13.060 --> 00:14:17.160 align:middle line:90%


00:14:17.160 --> 00:14:19.400 align:middle line:84%
So the olfactory
system is unusual

00:14:19.400 --> 00:14:21.000 align:middle line:84%
relative to other
senses in that it's

00:14:21.000 --> 00:14:23.458 align:middle line:84%
the only one that doesn't go
through the thalamus remember.

00:14:23.458 --> 00:14:27.040 align:middle line:84%
So remember, the thalamus
is kind of like this relay.

00:14:27.040 --> 00:14:30.680 align:middle line:84%
And in vision, you go through
the lateral geniculate nucleus.

00:14:30.680 --> 00:14:33.960 align:middle line:84%
In hearing, you go through
the medial geniculate nucleus.

00:14:33.960 --> 00:14:35.960 align:middle line:90%
But smell doesn't do that.

00:14:35.960 --> 00:14:38.980 align:middle line:84%
The olfactory bulb projects
directly to the cortex.

00:14:38.980 --> 00:14:43.960 align:middle line:90%


00:14:43.960 --> 00:14:48.320 align:middle line:84%
So normally, we think of
primary sensory cortex

00:14:48.320 --> 00:14:51.822 align:middle line:84%
as this distinct region
that's typically--

00:14:51.822 --> 00:14:53.280 align:middle line:84%
primary sensory
cortex is typically

00:14:53.280 --> 00:14:57.320 align:middle line:84%
defined as the region-- as the
site of the first projections

00:14:57.320 --> 00:14:59.260 align:middle line:84%
onto the cortex within
that sensory system.

00:14:59.260 --> 00:15:02.760 align:middle line:84%
So we have primary auditory
cortex, primary visual cortex,

00:15:02.760 --> 00:15:05.640 align:middle line:84%
primary somatosensory
cortex we just talked about.

00:15:05.640 --> 00:15:06.960 align:middle line:90%
So primary olfactory cortex.

00:15:06.960 --> 00:15:08.543 align:middle line:84%
It's defined in the
same way, but it's

00:15:08.543 --> 00:15:10.360 align:middle line:84%
a little bit
different in that it's

00:15:10.360 --> 00:15:12.460 align:middle line:90%
much less of a unified region.

00:15:12.460 --> 00:15:14.480 align:middle line:84%
So it's different
parts of the brain

00:15:14.480 --> 00:15:18.140 align:middle line:84%
that we often associate with
having different functions.

00:15:18.140 --> 00:15:21.260 align:middle line:84%
So the amygdala, hippocampal
complex, and entorhinal cortex,

00:15:21.260 --> 00:15:23.640 align:middle line:84%
these are regions that
classically are associated

00:15:23.640 --> 00:15:26.320 align:middle line:90%
with emotion and memory.

00:15:26.320 --> 00:15:30.760 align:middle line:84%
So there doesn't seem to be a
dedicated primary sensory region

00:15:30.760 --> 00:15:34.070 align:middle line:84%
for olfaction, unlike these
other sensory systems,

00:15:34.070 --> 00:15:35.090 align:middle line:90%
at least in humans.

00:15:35.090 --> 00:15:38.470 align:middle line:90%


00:15:38.470 --> 00:15:40.510 align:middle line:90%
So a lot is known--

00:15:40.510 --> 00:15:42.330 align:middle line:84%
OK, just to step
back for a second,

00:15:42.330 --> 00:15:44.413 align:middle line:84%
we just finished talking
about the sense of touch.

00:15:44.413 --> 00:15:46.550 align:middle line:84%
And so we talked about
how, in the sense of touch,

00:15:46.550 --> 00:15:49.410 align:middle line:84%
a lot of what we know
is about the receptors.

00:15:49.410 --> 00:15:51.127 align:middle line:84%
So half of that
lecture was essentially

00:15:51.127 --> 00:15:52.710 align:middle line:84%
about the different
types of receptors

00:15:52.710 --> 00:15:55.030 align:middle line:90%
and what differentiates them.

00:15:55.030 --> 00:15:57.610 align:middle line:84%
And the same is
true with olfaction.

00:15:57.610 --> 00:16:01.230 align:middle line:84%
So there's been a lot
of work on understanding

00:16:01.230 --> 00:16:03.750 align:middle line:90%
how the receptors work.

00:16:03.750 --> 00:16:06.330 align:middle line:84%
And a lot is actually known
about the genetic basis,

00:16:06.330 --> 00:16:07.710 align:middle line:90%
which is pretty interesting.

00:16:07.710 --> 00:16:12.550 align:middle line:84%
So Linda Buck and Richard Axel
discovered that the genome

00:16:12.550 --> 00:16:17.130 align:middle line:84%
contains about 1,000 different
olfactory receptor genes,

00:16:17.130 --> 00:16:20.180 align:middle line:84%
each of which codes for a single
type of olfactory receptor.

00:16:20.180 --> 00:16:22.430 align:middle line:84%
And so what's really interesting
is that, essentially,

00:16:22.430 --> 00:16:26.670 align:middle line:84%
all mammals have pretty much the
same set of these 1,000 genes.

00:16:26.670 --> 00:16:29.650 align:middle line:84%
But not all of the
genes are active.

00:16:29.650 --> 00:16:35.180 align:middle line:84%
Some of them are non-functional
what are called pseudogenes.

00:16:35.180 --> 00:16:36.940 align:middle line:84%
And this varies a
lot across species.

00:16:36.940 --> 00:16:39.820 align:middle line:84%
So you have the same
base set of genes

00:16:39.820 --> 00:16:43.460 align:middle line:84%
that code for the set
of possible receptors.

00:16:43.460 --> 00:16:46.340 align:middle line:84%
But some species only have
a small subset of them

00:16:46.340 --> 00:16:47.940 align:middle line:90%
and others have more.

00:16:47.940 --> 00:16:51.060 align:middle line:84%
So in dogs and mice, which are
organisms that we associate

00:16:51.060 --> 00:16:54.340 align:middle line:84%
with having really
exceptional senses of smell,

00:16:54.340 --> 00:16:56.760 align:middle line:84%
there's only about 20%
that are pseudogenes.

00:16:56.760 --> 00:17:01.820 align:middle line:84%
So that would mean about 800
different unique receptor types.

00:17:01.820 --> 00:17:06.140 align:middle line:84%
Whereas with humans, something
like 60% to 70% are pseudogenes.

00:17:06.140 --> 00:17:10.140 align:middle line:84%
So that leaves us with more
like 300 or 400 receptor types.

00:17:10.140 --> 00:17:12.380 align:middle line:90%
So not nearly as many receptors.

00:17:12.380 --> 00:17:13.960 align:middle line:84%
And these vary from
person to person.

00:17:13.960 --> 00:17:17.119 align:middle line:84%
So every person has a different
number of these pseudogenes,

00:17:17.119 --> 00:17:20.060 align:middle line:84%
and this results in individual
differences in sensitivity

00:17:20.060 --> 00:17:22.619 align:middle line:90%
to smells.

00:17:22.619 --> 00:17:24.540 align:middle line:84%
There are certain smells
that are kind of well

00:17:24.540 --> 00:17:27.500 align:middle line:84%
known to elicit big individual
differences in terms

00:17:27.500 --> 00:17:32.020 align:middle line:84%
of how sensitive people are,
cilantro being one that's

00:17:32.020 --> 00:17:34.860 align:middle line:90%
especially well known.

00:17:34.860 --> 00:17:39.020 align:middle line:84%
So let's talk about
how the receptors work.

00:17:39.020 --> 00:17:42.900 align:middle line:84%
So there's been historically
two main theories

00:17:42.900 --> 00:17:45.340 align:middle line:90%
of how these receptors work.

00:17:45.340 --> 00:17:48.020 align:middle line:84%
One is called
shape-pattern theory.

00:17:48.020 --> 00:17:50.620 align:middle line:84%
This is the current
dominant biochemical

00:17:50.620 --> 00:17:55.340 align:middle line:84%
theory for how receptors
transduce odorants.

00:17:55.340 --> 00:17:58.820 align:middle line:84%
So the idea here is
that different scents--

00:17:58.820 --> 00:18:04.760 align:middle line:84%
depending on the compatibility
of the odorant shape--

00:18:04.760 --> 00:18:09.060 align:middle line:84%
so the shape of the molecule
and the shape of the receptor--

00:18:09.060 --> 00:18:10.940 align:middle line:84%
different scents
activate different arrays

00:18:10.940 --> 00:18:14.780 align:middle line:84%
of olfactory receptors in
the olfactory epithelium.

00:18:14.780 --> 00:18:18.077 align:middle line:84%
So the various arrays produce
specific firing patterns

00:18:18.077 --> 00:18:19.660 align:middle line:84%
in the olfactory
bulb, which determine

00:18:19.660 --> 00:18:20.800 align:middle line:90%
the scent that we perceive.

00:18:20.800 --> 00:18:24.660 align:middle line:84%
So this is, again, a
very simplistic schematic

00:18:24.660 --> 00:18:27.020 align:middle line:84%
where we're actually depicting
the different odorants

00:18:27.020 --> 00:18:30.370 align:middle line:84%
with these geometric shapes
and the odorant receptors

00:18:30.370 --> 00:18:32.623 align:middle line:84%
as having different
shapes as well.

00:18:32.623 --> 00:18:34.290 align:middle line:84%
And the idea is that
some of the odorant

00:18:34.290 --> 00:18:37.510 align:middle line:84%
shapes kind of fit into
the odorant receptors

00:18:37.510 --> 00:18:40.850 align:middle line:90%
and would then cause a response.

00:18:40.850 --> 00:18:42.650 align:middle line:84%
So here's, again,
another kind of schematic

00:18:42.650 --> 00:18:43.750 align:middle line:90%
of how this would work.

00:18:43.750 --> 00:18:46.750 align:middle line:84%
So imagine that this is
your olfactory epithelium.

00:18:46.750 --> 00:18:49.530 align:middle line:84%
And you've got all of these
different receptor types here.

00:18:49.530 --> 00:18:50.830 align:middle line:90%
So here's one odorant.

00:18:50.830 --> 00:18:52.130 align:middle line:90%
And here's another.

00:18:52.130 --> 00:18:54.010 align:middle line:90%
Two different molecular shapes.

00:18:54.010 --> 00:18:57.890 align:middle line:84%
And so this one can bind
to those two receptors.

00:18:57.890 --> 00:19:00.250 align:middle line:84%
And so you get this
pattern of response

00:19:00.250 --> 00:19:02.170 align:middle line:90%
in the olfactory epithelium.

00:19:02.170 --> 00:19:05.490 align:middle line:84%
This one, because it could
be oriented in different ways

00:19:05.490 --> 00:19:08.570 align:middle line:84%
and has more complicated shape,
could bind to these four.

00:19:08.570 --> 00:19:14.610 align:middle line:84%
And so you'd get this
pattern of response.

00:19:14.610 --> 00:19:17.250 align:middle line:84%
So that's the
current kind of way

00:19:17.250 --> 00:19:19.570 align:middle line:84%
that people think about
this, is that based

00:19:19.570 --> 00:19:22.970 align:middle line:84%
on the molecular shape, there's
binding to particular types

00:19:22.970 --> 00:19:24.930 align:middle line:90%
of receptors.

00:19:24.930 --> 00:19:27.210 align:middle line:84%
And now there's
this other theory

00:19:27.210 --> 00:19:30.490 align:middle line:84%
that has been popular
at various other times

00:19:30.490 --> 00:19:35.090 align:middle line:84%
during history, which proposes
that every perceived smell has

00:19:35.090 --> 00:19:37.410 align:middle line:84%
a different
vibrational frequency,

00:19:37.410 --> 00:19:40.210 align:middle line:84%
and that molecules that produce
the same vibrational frequencies

00:19:40.210 --> 00:19:41.970 align:middle line:84%
will smell the same,
and that there's

00:19:41.970 --> 00:19:44.170 align:middle line:84%
some mechanism by
which the receptor can

00:19:44.170 --> 00:19:47.650 align:middle line:84%
measure the vibrational
frequencies of the molecule.

00:19:47.650 --> 00:19:52.410 align:middle line:84%
And so this is something that
was proposed a long time ago.

00:19:52.410 --> 00:19:55.210 align:middle line:84%
25 years ago, there
was a scientist

00:19:55.210 --> 00:19:59.810 align:middle line:84%
who became newly convinced
of the merits of this theory

00:19:59.810 --> 00:20:02.850 align:middle line:84%
and talked a lot about it,
and it got a lot of attention,

00:20:02.850 --> 00:20:06.290 align:middle line:90%
culminating in this paper here.

00:20:06.290 --> 00:20:09.890 align:middle line:84%
So this paper is titled,
"A psychophysical test

00:20:09.890 --> 00:20:12.290 align:middle line:84%
of the vibration
theory of olfaction."

00:20:12.290 --> 00:20:15.950 align:middle line:84%
And it's by Andreas Keller
and Leslie Vosshall.

00:20:15.950 --> 00:20:18.630 align:middle line:84%
Leslie Vosshall is
a scientist who--

00:20:18.630 --> 00:20:20.630 align:middle line:84%
currently, she does a lot
of work on mosquitoes.

00:20:20.630 --> 00:20:24.330 align:middle line:84%
So she's interested in
what makes mosquitoes

00:20:24.330 --> 00:20:26.740 align:middle line:90%
like want to bite humans.

00:20:26.740 --> 00:20:30.880 align:middle line:84%
And it's important because
they spread malaria and things

00:20:30.880 --> 00:20:32.440 align:middle line:90%
like that.

00:20:32.440 --> 00:20:34.080 align:middle line:84%
And what attracts
mosquitoes to humans

00:20:34.080 --> 00:20:35.247 align:middle line:90%
involves the sense of smell.

00:20:35.247 --> 00:20:39.527 align:middle line:84%
So she's always been
interested in olfaction.

00:20:39.527 --> 00:20:40.860 align:middle line:90%
I'll just read you the abstract.

00:20:40.860 --> 00:20:41.720 align:middle line:90%
So it says.

00:20:41.720 --> 00:20:43.800 align:middle line:84%
"At present, no
satisfactory theory

00:20:43.800 --> 00:20:46.440 align:middle line:84%
exists to explain how a
given molecule results

00:20:46.440 --> 00:20:48.600 align:middle line:84%
in the perception of
a particular smell.

00:20:48.600 --> 00:20:50.680 align:middle line:84%
One theory is that
olfactory sensory neurons

00:20:50.680 --> 00:20:54.280 align:middle line:84%
detect intramolecular vibrations
of the odorous molecule.

00:20:54.280 --> 00:20:57.200 align:middle line:84%
We used psychophysical methods
in humans to test this vibration

00:20:57.200 --> 00:21:00.260 align:middle line:84%
theory of olfaction and found
no evidence to support it."

00:21:00.260 --> 00:21:02.080 align:middle line:90%
So that's the summary.

00:21:02.080 --> 00:21:07.440 align:middle line:84%
So then the intro here describes
a little bit of the context.

00:21:07.440 --> 00:21:10.440 align:middle line:84%
So it says, "A book about
physiologist Luca Turin"--

00:21:10.440 --> 00:21:12.880 align:middle line:84%
who's this person who tried
to revive this theory,

00:21:12.880 --> 00:21:15.260 align:middle line:84%
"reviewed previously in
this journal and elsewhere,

00:21:15.260 --> 00:21:17.800 align:middle line:84%
has generated new interest
in the theory that the smell

00:21:17.800 --> 00:21:20.960 align:middle line:84%
of a molecule is determined by
intramolecular vibrations rather

00:21:20.960 --> 00:21:23.000 align:middle line:90%
than by the molecule's shape.

00:21:23.000 --> 00:21:26.360 align:middle line:84%
Vibration theory was introduced
in the 1930s and was later

00:21:26.360 --> 00:21:29.680 align:middle line:84%
extended, but no biological
mechanism to convert molecular

00:21:29.680 --> 00:21:32.477 align:middle line:84%
vibrations into neuronal
activation was proposed.

00:21:32.477 --> 00:21:34.560 align:middle line:84%
As a result, the theory
has been largely neglected

00:21:34.560 --> 00:21:35.960 align:middle line:90%
in the research community.

00:21:35.960 --> 00:21:39.480 align:middle line:84%
In the 1990s, Turin proposed a
transduction mechanism involving

00:21:39.480 --> 00:21:41.600 align:middle line:90%
inelastic electron tunneling.

00:21:41.600 --> 00:21:45.020 align:middle line:84%
Whether because of skepticism
or scientific conspiracy,

00:21:45.020 --> 00:21:47.388 align:middle line:84%
as alleged in the book and
echoed in most reviews,

00:21:47.388 --> 00:21:49.680 align:middle line:84%
his predictions have failed
to generate empirical tests

00:21:49.680 --> 00:21:50.780 align:middle line:90%
by other researchers.

00:21:50.780 --> 00:21:53.560 align:middle line:84%
In the present study, we
tested vibration theory's key

00:21:53.560 --> 00:21:55.600 align:middle line:90%
psychophysical predictions."

00:21:55.600 --> 00:21:58.160 align:middle line:84%
So essentially,
the predictions are

00:21:58.160 --> 00:22:00.960 align:middle line:84%
that certain things ought to
smell like certain other things

00:22:00.960 --> 00:22:04.560 align:middle line:84%
based on the
molecular vibrations.

00:22:04.560 --> 00:22:06.320 align:middle line:90%
And that's described here.

00:22:06.320 --> 00:22:09.520 align:middle line:84%
So it says, "Turin predicts
that the smell of a mixture

00:22:09.520 --> 00:22:12.160 align:middle line:90%
of guaiacol"-- some chemical--

00:22:12.160 --> 00:22:15.160 align:middle line:84%
"and benzaldehyde"--
some other chemical--

00:22:15.160 --> 00:22:19.360 align:middle line:84%
"has a vanilla character
not found in its components

00:22:19.360 --> 00:22:22.550 align:middle line:84%
because the combined molecular
vibrations of benzaldehyde

00:22:22.550 --> 00:22:26.430 align:middle line:84%
and guaiacol approximate
the vibrations of vanillin"

00:22:26.430 --> 00:22:28.750 align:middle line:84%
which is what
smells like vanilla.

00:22:28.750 --> 00:22:31.190 align:middle line:84%
"To test this prediction,
we asked subjects to rate

00:22:31.190 --> 00:22:33.790 align:middle line:84%
the vanilla character of
benzaldehyde, guaiacol,

00:22:33.790 --> 00:22:35.910 align:middle line:90%
and a 1 to 1 mixture of both.

00:22:35.910 --> 00:22:38.630 align:middle line:84%
Subjects were first familiarized
with the individual stimuli

00:22:38.630 --> 00:22:41.790 align:middle line:84%
at two different concentrations
under non-blind conditions.

00:22:41.790 --> 00:22:44.790 align:middle line:84%
In a subsequent test, vanillin
at both concentrations was

00:22:44.790 --> 00:22:47.290 align:middle line:84%
identified with an
accuracy of 84%."

00:22:47.290 --> 00:22:49.070 align:middle line:84%
So people were able
to detect vanilla

00:22:49.070 --> 00:22:50.430 align:middle line:90%
when it was actually there.

00:22:50.430 --> 00:22:51.070 align:middle line:90%
OK.

00:22:51.070 --> 00:22:51.570 align:middle line:90%
All right.

00:22:51.570 --> 00:22:54.790 align:middle line:84%
So then they were "familiarized
with this 13-point rating scale.

00:22:54.790 --> 00:22:59.390 align:middle line:84%
1 means no vanilla, and 13
means extremely vanilla."

00:22:59.390 --> 00:23:02.190 align:middle line:84%
So this is a
vanilla rating task.

00:23:02.190 --> 00:23:04.670 align:middle line:84%
"Subjects rated the vanilla
character of the individual

00:23:04.670 --> 00:23:07.750 align:middle line:84%
components and the two- and
three-component mixtures,

00:23:07.750 --> 00:23:09.350 align:middle line:90%
presented in random order."

00:23:09.350 --> 00:23:09.910 align:middle line:90%
OK.

00:23:09.910 --> 00:23:10.410 align:middle line:90%
All right.

00:23:10.410 --> 00:23:12.150 align:middle line:90%
So the results are shown here.

00:23:12.150 --> 00:23:16.870 align:middle line:84%
So the bars here correspond
to different odors, which

00:23:16.870 --> 00:23:19.840 align:middle line:84%
are different
combinations of vanillin,

00:23:19.840 --> 00:23:21.940 align:middle line:90%
benzaldehyde, and guaiacol.

00:23:21.940 --> 00:23:26.380 align:middle line:84%
And then the y-axis is
plotting the vanilla rating

00:23:26.380 --> 00:23:29.260 align:middle line:84%
from no vanilla to
extremely vanilla.

00:23:29.260 --> 00:23:35.780 align:middle line:84%
And so the vanilla on
its own is rated as a 9.

00:23:35.780 --> 00:23:36.480 align:middle line:90%
Pretty vanilla.

00:23:36.480 --> 00:23:36.980 align:middle line:90%
OK.

00:23:36.980 --> 00:23:37.800 align:middle line:90%
That's good.

00:23:37.800 --> 00:23:39.700 align:middle line:84%
People are doing what
they're supposed to do.

00:23:39.700 --> 00:23:43.190 align:middle line:84%
These two chemicals on their own
get very low ratings of vanilla.

00:23:43.190 --> 00:23:44.440 align:middle line:90%
That's what's expected, right?

00:23:44.440 --> 00:23:46.300 align:middle line:84%
And so the key
prediction here is

00:23:46.300 --> 00:23:48.500 align:middle line:84%
that the combination
of these two things

00:23:48.500 --> 00:23:50.660 align:middle line:90%
ought to smell like vanilla.

00:23:50.660 --> 00:23:52.940 align:middle line:84%
But instead, it's
getting a rating of 2.

00:23:52.940 --> 00:23:56.380 align:middle line:84%
So no evidence that it
smells like vanilla.

00:23:56.380 --> 00:23:59.615 align:middle line:84%
If you add vanilla to
any of these mixtures,

00:23:59.615 --> 00:24:01.240 align:middle line:84%
then people say it
smells like vanilla.

00:24:01.240 --> 00:24:03.460 align:middle line:84%
But without vanilla,
they don't say it.

00:24:03.460 --> 00:24:04.500 align:middle line:90%
OK?

00:24:04.500 --> 00:24:05.040 align:middle line:90%
OK.

00:24:05.040 --> 00:24:08.200 align:middle line:84%
So this was an attempt
to test this prediction.

00:24:08.200 --> 00:24:11.180 align:middle line:84%
And they concluded that
there's no evidence

00:24:11.180 --> 00:24:14.900 align:middle line:84%
that this particular
hypothesis is correct.

00:24:14.900 --> 00:24:15.400 align:middle line:90%
All right.

00:24:15.400 --> 00:24:18.620 align:middle line:84%
So that kind leaves us with
this shape-pattern theory

00:24:18.620 --> 00:24:21.020 align:middle line:90%
of olfactory receptors.

00:24:21.020 --> 00:24:24.220 align:middle line:84%
So another piece of evidence
that's relevant to this

00:24:24.220 --> 00:24:25.683 align:middle line:90%
is stereoisomers.

00:24:25.683 --> 00:24:28.100 align:middle line:84%
These are molecules that are
mirror-image rotations of one

00:24:28.100 --> 00:24:28.980 align:middle line:90%
another.

00:24:28.980 --> 00:24:31.580 align:middle line:84%
So they have different
shapes, but they

00:24:31.580 --> 00:24:35.100 align:middle line:84%
contain the same atoms, and thus
vibrate at the same frequencies.

00:24:35.100 --> 00:24:37.100 align:middle line:84%
But they can smell
completely different.

00:24:37.100 --> 00:24:38.720 align:middle line:90%
So here's an example.

00:24:38.720 --> 00:24:40.200 align:middle line:90%
These are two molecules.

00:24:40.200 --> 00:24:41.900 align:middle line:90%
One of them smells like caraway.

00:24:41.900 --> 00:24:43.740 align:middle line:84%
One of them smells
like spearmint.

00:24:43.740 --> 00:24:45.300 align:middle line:84%
So it's hard to
know how you would

00:24:45.300 --> 00:24:47.383 align:middle line:84%
explain that unless you
have some mechanism that's

00:24:47.383 --> 00:24:48.720 align:middle line:90%
based on shape.

00:24:48.720 --> 00:24:51.820 align:middle line:90%


00:24:51.820 --> 00:24:53.980 align:middle line:90%
All right.

00:24:53.980 --> 00:24:59.940 align:middle line:84%
Another important aspect
of our olfactory experience

00:24:59.940 --> 00:25:01.200 align:middle line:90%
is adaptation.

00:25:01.200 --> 00:25:04.980 align:middle line:84%
So the sense of smell is
very responsive to changes.

00:25:04.980 --> 00:25:07.980 align:middle line:84%
So think about walking
into a bakery where

00:25:07.980 --> 00:25:09.527 align:middle line:90%
they've made fresh bread.

00:25:09.527 --> 00:25:11.860 align:middle line:84%
And when you walk in, the
sense that there's fresh bread

00:25:11.860 --> 00:25:12.840 align:middle line:90%
is very, very strong.

00:25:12.840 --> 00:25:15.700 align:middle line:84%
But then, over time,
that kind of dissipates.

00:25:15.700 --> 00:25:19.210 align:middle line:84%
Or you may know people who you
think wear too much perfume.

00:25:19.210 --> 00:25:20.970 align:middle line:84%
They presumably are
not aware that they're

00:25:20.970 --> 00:25:22.610 align:middle line:84%
wearing tons of
perfume because they've

00:25:22.610 --> 00:25:25.330 align:middle line:90%
adapted over time to the scent.

00:25:25.330 --> 00:25:31.570 align:middle line:84%
So some adaptation is known to
occur at the receptor level.

00:25:31.570 --> 00:25:34.970 align:middle line:84%
So repeated exposure
to an odorant

00:25:34.970 --> 00:25:37.850 align:middle line:84%
causes the receptor to stop
responding to the odorant

00:25:37.850 --> 00:25:39.800 align:middle line:90%
or to respond less.

00:25:39.800 --> 00:25:41.550 align:middle line:84%
And you can measure
this psychophysically.

00:25:41.550 --> 00:25:45.410 align:middle line:84%
So this is kind of a
cool experiment where

00:25:45.410 --> 00:25:50.370 align:middle line:84%
human participants were given
an odorant to take home and have

00:25:50.370 --> 00:25:51.450 align:middle line:90%
in their house.

00:25:51.450 --> 00:25:53.970 align:middle line:84%
So they lived with
this particular odorant

00:25:53.970 --> 00:25:56.050 align:middle line:84%
for two weeks,
just some chemical

00:25:56.050 --> 00:25:57.850 align:middle line:90%
that has a particular smell.

00:25:57.850 --> 00:26:01.830 align:middle line:84%
And then periodically,
over time,

00:26:01.830 --> 00:26:03.970 align:middle line:90%
they were brought into the lab.

00:26:03.970 --> 00:26:07.490 align:middle line:84%
And the experimenters measured
their detection thresholds.

00:26:07.490 --> 00:26:09.210 align:middle line:84%
So the detection
threshold for an odorant

00:26:09.210 --> 00:26:10.610 align:middle line:84%
is the same as a
detection threshold

00:26:10.610 --> 00:26:11.630 align:middle line:90%
in some other modality.

00:26:11.630 --> 00:26:13.250 align:middle line:84%
It's the concentration
of the chemical

00:26:13.250 --> 00:26:15.810 align:middle line:84%
that you need to have
present for the person to be

00:26:15.810 --> 00:26:17.450 align:middle line:90%
able to reliably detect it.

00:26:17.450 --> 00:26:18.858 align:middle line:84%
And so you can
measure that using

00:26:18.858 --> 00:26:20.650 align:middle line:84%
the same kinds of
psychophysical procedures

00:26:20.650 --> 00:26:23.510 align:middle line:84%
that we've talked about
repeatedly in this class.

00:26:23.510 --> 00:26:26.290 align:middle line:90%


00:26:26.290 --> 00:26:26.790 align:middle line:90%
OK.

00:26:26.790 --> 00:26:30.350 align:middle line:84%
So this is a graph that shows
the detection thresholds--

00:26:30.350 --> 00:26:32.130 align:middle line:90%
that's on the y-axis--

00:26:32.130 --> 00:26:32.990 align:middle line:90%
over time.

00:26:32.990 --> 00:26:34.990 align:middle line:84%
So these are different
test sessions.

00:26:34.990 --> 00:26:37.890 align:middle line:84%
And they're measuring
the detection thresholds

00:26:37.890 --> 00:26:39.290 align:middle line:90%
for two odorants.

00:26:39.290 --> 00:26:41.470 align:middle line:84%
One is the one that the
people had to live with.

00:26:41.470 --> 00:26:44.530 align:middle line:84%
So that's the black dots,
the adapting odorant.

00:26:44.530 --> 00:26:46.890 align:middle line:84%
The other one is just
a control odorant

00:26:46.890 --> 00:26:48.870 align:middle line:84%
that they were
repeatedly tested on,

00:26:48.870 --> 00:26:52.610 align:middle line:84%
but that they did not
get repeated exposure

00:26:52.610 --> 00:26:54.110 align:middle line:90%
to apart from the experiment.

00:26:54.110 --> 00:26:58.050 align:middle line:84%
And so the B1 and B2, those
are baseline measurements.

00:26:58.050 --> 00:27:00.050 align:middle line:84%
That's just when they
brought them into the lab,

00:27:00.050 --> 00:27:02.370 align:middle line:84%
before they sent them
home with the scent.

00:27:02.370 --> 00:27:07.210 align:middle line:84%
And then A1 and A2 are
during the adaptation period,

00:27:07.210 --> 00:27:11.050 align:middle line:84%
while the odor was in their
home for those two weeks.

00:27:11.050 --> 00:27:15.660 align:middle line:84%
And then the R1 through
R4 is the recovery period.

00:27:15.660 --> 00:27:17.960 align:middle line:84%
So that's when the odor
was removed from the home.

00:27:17.960 --> 00:27:23.240 align:middle line:84%
And they continued to test
them, I think, once a week.

00:27:23.240 --> 00:27:24.040 align:middle line:90%
OK.

00:27:24.040 --> 00:27:25.270 align:middle line:90%
So what does this show?

00:27:25.270 --> 00:27:27.520 align:middle line:84%
Well, if we just look at
what happens with the control

00:27:27.520 --> 00:27:31.960 align:middle line:84%
odorant, you can see that the
thresholds decrease over time.

00:27:31.960 --> 00:27:35.660 align:middle line:84%
So with repeated tests, the
detection thresholds drop.

00:27:35.660 --> 00:27:38.040 align:middle line:84%
So it's like people
get better at detecting

00:27:38.040 --> 00:27:40.620 align:middle line:84%
the scent that they're
repeatedly being tested on.

00:27:40.620 --> 00:27:42.760 align:middle line:84%
So that's just what
normally happens

00:27:42.760 --> 00:27:45.220 align:middle line:84%
if you test somebody a whole
bunch of times in a row.

00:27:45.220 --> 00:27:50.760 align:middle line:84%
And you can also see that in
the baseline test, B1 and B2,

00:27:50.760 --> 00:27:53.920 align:middle line:84%
the thresholds for the two
odors are about the same.

00:27:53.920 --> 00:27:57.080 align:middle line:84%
So the black and the white
dots are pretty close.

00:27:57.080 --> 00:27:59.560 align:middle line:84%
But then what you
can see is that

00:27:59.560 --> 00:28:01.380 align:middle line:90%
during the adaptation period--

00:28:01.380 --> 00:28:03.560 align:middle line:84%
this is when people are
getting all this exposure

00:28:03.560 --> 00:28:05.360 align:middle line:90%
to the adapting odorant--

00:28:05.360 --> 00:28:07.200 align:middle line:90%
the thresholds diverge.

00:28:07.200 --> 00:28:09.640 align:middle line:84%
So the thresholds get
substantially worse

00:28:09.640 --> 00:28:11.520 align:middle line:84%
for the adapting
odorant while they're

00:28:11.520 --> 00:28:13.880 align:middle line:84%
kind of improving for
the control odorant.

00:28:13.880 --> 00:28:16.840 align:middle line:84%
And then the other
thing that's pretty cool

00:28:16.840 --> 00:28:21.720 align:middle line:84%
is that once you remove the
chemical from the person's home,

00:28:21.720 --> 00:28:26.200 align:middle line:84%
it takes three weeks for the
sensitivity to the adapting odor

00:28:26.200 --> 00:28:30.000 align:middle line:84%
to reach the same level
as the control odor.

00:28:30.000 --> 00:28:31.040 align:middle line:90%
OK.

00:28:31.040 --> 00:28:31.540 align:middle line:90%
All right.

00:28:31.540 --> 00:28:35.720 align:middle line:84%
So the consequence of this
repeated exposure to something

00:28:35.720 --> 00:28:38.480 align:middle line:84%
is changing the way
that the people smell.

00:28:38.480 --> 00:28:41.360 align:middle line:90%
And it lasts a while.

00:28:41.360 --> 00:28:48.380 align:middle line:84%
So this is just a fact
about adaptation to odors.

00:28:48.380 --> 00:28:50.400 align:middle line:90%
It's kind of interesting.

00:28:50.400 --> 00:28:51.860 align:middle line:90%
Any questions about that?

00:28:51.860 --> 00:29:01.160 align:middle line:90%


00:29:01.160 --> 00:29:02.040 align:middle line:90%
OK.

00:29:02.040 --> 00:29:02.540 align:middle line:90%
All right.

00:29:02.540 --> 00:29:07.480 align:middle line:84%
So where does the
adaptation happen?

00:29:07.480 --> 00:29:12.950 align:middle line:84%
Well, there's evidence that it's
happening at multiple stages.

00:29:12.950 --> 00:29:18.070 align:middle line:84%
This is a graph that tries
to get at this by measuring

00:29:18.070 --> 00:29:21.590 align:middle line:84%
the extent to which adaptation
transfers across nostrils.

00:29:21.590 --> 00:29:25.350 align:middle line:84%
So remember, you've got
two nostrils and two

00:29:25.350 --> 00:29:28.150 align:middle line:90%
olfactory bulbs.

00:29:28.150 --> 00:29:31.750 align:middle line:84%
And so in this experiment,
the participants

00:29:31.750 --> 00:29:34.090 align:middle line:84%
were subjected to
unilateral adaptation.

00:29:34.090 --> 00:29:36.030 align:middle line:84%
So there was some odor
that was squirted up

00:29:36.030 --> 00:29:38.870 align:middle line:90%
into one of the nostrils.

00:29:38.870 --> 00:29:41.510 align:middle line:84%
And what is being measured
in the experiment,

00:29:41.510 --> 00:29:43.990 align:middle line:84%
before and after
the adaptation, is

00:29:43.990 --> 00:29:48.750 align:middle line:84%
ratings of odor magnitude at
different odor concentrations.

00:29:48.750 --> 00:29:52.430 align:middle line:84%
So we expect that as we
increase the concentration

00:29:52.430 --> 00:29:56.230 align:middle line:84%
of the odorant-- so there's more
of these molecules in the air--

00:29:56.230 --> 00:30:00.210 align:middle line:84%
the odor magnitude is going
to go up with some shape.

00:30:00.210 --> 00:30:04.510 align:middle line:84%
And so the unadapted curve
shows you the magnitude ratings

00:30:04.510 --> 00:30:08.510 align:middle line:84%
for these odors just
when you're not adapted.

00:30:08.510 --> 00:30:12.590 align:middle line:84%
And then there are two
conditions following adaptation.

00:30:12.590 --> 00:30:14.030 align:middle line:90%
There's ipsilateral.

00:30:14.030 --> 00:30:16.270 align:middle line:84%
So that means that
you test people

00:30:16.270 --> 00:30:18.790 align:middle line:84%
with the same nostril
that has been adapted.

00:30:18.790 --> 00:30:21.690 align:middle line:84%
So you squirt all this odor
up into the left nostril,

00:30:21.690 --> 00:30:25.470 align:middle line:84%
and then you test them
for their odor magnitude

00:30:25.470 --> 00:30:26.602 align:middle line:90%
on the left nostril.

00:30:26.602 --> 00:30:28.310 align:middle line:84%
Then you can also test
them on the right.

00:30:28.310 --> 00:30:31.550 align:middle line:84%
And so what you're supposed
to take away from the graph

00:30:31.550 --> 00:30:32.990 align:middle line:90%
is two things.

00:30:32.990 --> 00:30:35.590 align:middle line:84%
The first is that both of
those graphs, the contralateral

00:30:35.590 --> 00:30:38.790 align:middle line:84%
and ipsilateral, are
below the unadapted.

00:30:38.790 --> 00:30:43.110 align:middle line:84%
So there's some transfer of
adaptation across nostrils.

00:30:43.110 --> 00:30:45.350 align:middle line:84%
The second is that
the ipsilateral is

00:30:45.350 --> 00:30:47.150 align:middle line:90%
lower than the contralateral.

00:30:47.150 --> 00:30:49.270 align:middle line:84%
And so the inference
from that is

00:30:49.270 --> 00:30:52.310 align:middle line:84%
that there's some central
component to the adaptation,

00:30:52.310 --> 00:30:55.070 align:middle line:84%
as well as some more peripheral
component, at a stage where

00:30:55.070 --> 00:30:56.730 align:middle line:90%
the two nostrils are separated.

00:30:56.730 --> 00:30:57.230 align:middle line:90%
Yeah.

00:30:57.230 --> 00:30:59.490 align:middle line:84%
AUDIENCE: Is it possible
that during the adaptation,

00:30:59.490 --> 00:31:03.075 align:middle line:84%
the molecules kind of traveled
into the other nostril?

00:31:03.075 --> 00:31:03.950 align:middle line:90%
JOSH MCDERMOTT: Yeah.

00:31:03.950 --> 00:31:05.510 align:middle line:84%
So this is one of
the reasons why

00:31:05.510 --> 00:31:07.780 align:middle line:84%
I think these experiments
are challenging, is

00:31:07.780 --> 00:31:12.820 align:middle line:84%
that I think the most
likely possibility is

00:31:12.820 --> 00:31:16.400 align:middle line:84%
that-- so the odorant is
squirted into the nostril.

00:31:16.400 --> 00:31:18.400 align:middle line:84%
But then the person is
breathing in and out.

00:31:18.400 --> 00:31:21.340 align:middle line:84%
And so you exhale,
and then you inhale.

00:31:21.340 --> 00:31:23.260 align:middle line:84%
And so as some
consequence of that,

00:31:23.260 --> 00:31:25.060 align:middle line:90%
there could be some leakage.

00:31:25.060 --> 00:31:25.820 align:middle line:90%
Yeah.

00:31:25.820 --> 00:31:26.700 align:middle line:90%
So it's a little--

00:31:26.700 --> 00:31:30.160 align:middle line:84%
I don't know how to fully
estimate the extent of that.

00:31:30.160 --> 00:31:34.840 align:middle line:84%
And that's probably an asterisk
surrounding the result. Yeah.

00:31:34.840 --> 00:31:35.340 align:middle line:90%
Yeah.

00:31:35.340 --> 00:31:35.840 align:middle line:90%
Yeah.

00:31:35.840 --> 00:31:38.860 align:middle line:90%
These experiments are hard.

00:31:38.860 --> 00:31:39.960 align:middle line:90%
Any other questions?

00:31:39.960 --> 00:31:47.100 align:middle line:90%


00:31:47.100 --> 00:31:51.620 align:middle line:84%
So another thing that really
is important with olfaction

00:31:51.620 --> 00:31:52.520 align:middle line:90%
is hedonics.

00:31:52.520 --> 00:31:56.980 align:middle line:84%
So some smells are nice, and
some smells are not so nice.

00:31:56.980 --> 00:31:58.900 align:middle line:84%
It's natural to
wonder, what is it

00:31:58.900 --> 00:32:02.502 align:middle line:84%
that makes the smells
that are nice nice,

00:32:02.502 --> 00:32:04.210 align:middle line:84%
and what is it that
makes the smells that

00:32:04.210 --> 00:32:05.850 align:middle line:90%
are not nice, not nice?

00:32:05.850 --> 00:32:09.050 align:middle line:84%
And in particular,
you might wonder

00:32:09.050 --> 00:32:10.930 align:middle line:84%
whether the hedonic
responses that we have

00:32:10.930 --> 00:32:12.810 align:middle line:90%
are innate or learned.

00:32:12.810 --> 00:32:18.090 align:middle line:84%
And there's probably
components of both.

00:32:18.090 --> 00:32:21.090 align:middle line:84%
So infant odor
preferences, anecdotally,

00:32:21.090 --> 00:32:25.010 align:middle line:84%
often seem to be very
different from adults.

00:32:25.010 --> 00:32:28.090 align:middle line:84%
There's also
cross-cultural data that

00:32:28.090 --> 00:32:29.470 align:middle line:90%
support associative learning.

00:32:29.470 --> 00:32:31.262 align:middle line:84%
There's just all these
examples that people

00:32:31.262 --> 00:32:34.610 align:middle line:84%
know about of foods
that, in some cultures,

00:32:34.610 --> 00:32:39.250 align:middle line:90%
are considered to be delicacies.

00:32:39.250 --> 00:32:42.850 align:middle line:84%
The example shown here is
the Japanese food of natto.

00:32:42.850 --> 00:32:46.770 align:middle line:84%
This is fermented soybeans that
have a very, very strong odor.

00:32:46.770 --> 00:32:50.610 align:middle line:84%
A lot of Westerners
don't like the smell,

00:32:50.610 --> 00:32:54.690 align:middle line:84%
but somebody who's
from Japan, it's

00:32:54.690 --> 00:32:57.090 align:middle line:84%
something that a
lot of them enjoy,

00:32:57.090 --> 00:32:59.110 align:middle line:84%
whereas a lot of
the smell of cheese,

00:32:59.110 --> 00:33:03.010 align:middle line:84%
which is something in the West
that a lot of people enjoy,

00:33:03.010 --> 00:33:05.507 align:middle line:84%
is considered disgusting by
a lot of Japanese eaters.

00:33:05.507 --> 00:33:08.090 align:middle line:84%
So there are these differences
between cultures that everybody

00:33:08.090 --> 00:33:10.650 align:middle line:90%
has probably experienced.

00:33:10.650 --> 00:33:13.570 align:middle line:84%
But there's also some
pretty interesting evidence

00:33:13.570 --> 00:33:16.537 align:middle line:84%
that there's components of the
perception of odor pleasantness

00:33:16.537 --> 00:33:17.870 align:middle line:90%
that are shared across cultures.

00:33:17.870 --> 00:33:22.170 align:middle line:84%
This is a pretty cool paper
that came out fairly recently

00:33:22.170 --> 00:33:25.410 align:middle line:84%
from the lab of Asifa Majid,
who was our colloquium

00:33:25.410 --> 00:33:27.290 align:middle line:90%
speaker just a few weeks ago.

00:33:27.290 --> 00:33:30.250 align:middle line:84%
She does a lot of interesting
cross-cultural research.

00:33:30.250 --> 00:33:32.930 align:middle line:84%
And so what they
did in this study

00:33:32.930 --> 00:33:37.610 align:middle line:84%
is to test 10 different cultures
that were quite diverse.

00:33:37.610 --> 00:33:41.810 align:middle line:84%
Some hunter-gatherers and
horticulturalists, as well as

00:33:41.810 --> 00:33:44.650 align:middle line:84%
some people in the
US and other places.

00:33:44.650 --> 00:33:47.930 align:middle line:84%
And they had them smell a whole
bunch of different odorants

00:33:47.930 --> 00:33:50.170 align:middle line:90%
and then asked them--

00:33:50.170 --> 00:33:53.730 align:middle line:84%
and they asked them how
pleasant they found the odors.

00:33:53.730 --> 00:33:56.330 align:middle line:84%
So this is a
picture that kind of

00:33:56.330 --> 00:34:00.600 align:middle line:84%
shows the places where
they ran these experiments.

00:34:00.600 --> 00:34:05.140 align:middle line:84%
So they did one in
Mexico and one in the US

00:34:05.140 --> 00:34:07.960 align:middle line:84%
and then a bunch
of different places

00:34:07.960 --> 00:34:10.300 align:middle line:84%
that are all kind
of hard to get to.

00:34:10.300 --> 00:34:14.600 align:middle line:90%


00:34:14.600 --> 00:34:21.000 align:middle line:90%
And so here are the results.

00:34:21.000 --> 00:34:27.280 align:middle line:84%
So there were about
10 different odors

00:34:27.280 --> 00:34:32.320 align:middle line:90%
that participants had to smell.

00:34:32.320 --> 00:34:34.320 align:middle line:90%
10 odorants.

00:34:34.320 --> 00:34:36.679 align:middle line:84%
And in every different
culture, there

00:34:36.679 --> 00:34:38.100 align:middle line:90%
was some number of individuals.

00:34:38.100 --> 00:34:42.080 align:middle line:84%
Every individual
is a column here.

00:34:42.080 --> 00:34:47.900 align:middle line:84%
And the color is the
ranking of the odor.

00:34:47.900 --> 00:34:52.100 align:middle line:84%
So they ranked the odorants
in order from most pleasant--

00:34:52.100 --> 00:34:54.120 align:middle line:90%
that's 1, that's in blue--

00:34:54.120 --> 00:34:57.480 align:middle line:90%
to least pleasant.

00:34:57.480 --> 00:35:03.360 align:middle line:84%
And what you can see just
from eyeballing it is vanillin

00:35:03.360 --> 00:35:08.240 align:middle line:90%
is pretty blue across the board.

00:35:08.240 --> 00:35:12.920 align:middle line:84%
So that's a smell that
people generally like.

00:35:12.920 --> 00:35:16.640 align:middle line:84%
And as you move up the
plot, things kind of

00:35:16.640 --> 00:35:18.860 align:middle line:84%
shift from being blue
to being pretty red.

00:35:18.860 --> 00:35:22.000 align:middle line:90%


00:35:22.000 --> 00:35:24.920 align:middle line:84%
And so the gestalt that you're
supposed to take away from this

00:35:24.920 --> 00:35:28.720 align:middle line:84%
is that each of
the 10 cultures has

00:35:28.720 --> 00:35:33.460 align:middle line:84%
fairly similar rankings of the
pleasantness of these odorants.

00:35:33.460 --> 00:35:36.080 align:middle line:90%


00:35:36.080 --> 00:35:36.580 align:middle line:90%
All right.

00:35:36.580 --> 00:35:40.280 align:middle line:84%
So there's supposed to be
some universal component

00:35:40.280 --> 00:35:43.960 align:middle line:90%
to the evaluation of odors.

00:35:43.960 --> 00:35:47.320 align:middle line:84%
And where that comes from and
why is debatable, probably

00:35:47.320 --> 00:35:51.080 align:middle line:84%
because odors provide
a signal for things

00:35:51.080 --> 00:35:54.160 align:middle line:84%
that are toxic or
potentially have

00:35:54.160 --> 00:35:55.920 align:middle line:84%
bacteria that you want
to stay away from.

00:35:55.920 --> 00:36:00.310 align:middle line:84%
But this is some evidence
that there's some shared

00:36:00.310 --> 00:36:02.310 align:middle line:90%
component to pleasantness.

00:36:02.310 --> 00:36:06.250 align:middle line:84%
So that's the whirlwind
tour of olfaction.

00:36:06.250 --> 00:36:09.830 align:middle line:84%
Here's a summary of what
we talked about olfaction.

00:36:09.830 --> 00:36:12.172 align:middle line:84%
So the first thing is that
there's lots of receptors.

00:36:12.172 --> 00:36:13.630 align:middle line:84%
And I actually
probably should have

00:36:13.630 --> 00:36:15.190 align:middle line:84%
emphasized this a
little bit more,

00:36:15.190 --> 00:36:22.055 align:middle line:90%
which is that you can think of--

00:36:22.055 --> 00:36:23.430 align:middle line:84%
I mean, it's
interesting to think

00:36:23.430 --> 00:36:24.950 align:middle line:84%
about the number of
different types of receptors

00:36:24.950 --> 00:36:26.290 align:middle line:90%
that we have across the senses.

00:36:26.290 --> 00:36:30.810 align:middle line:84%
And so, in vision, at least
in photopic conditions,

00:36:30.810 --> 00:36:33.950 align:middle line:84%
you have three cones if you
have normal color vision.

00:36:33.950 --> 00:36:36.150 align:middle line:84%
By comparison,
olfaction in humans

00:36:36.150 --> 00:36:38.300 align:middle line:90%
has got 300 receptor types.

00:36:38.300 --> 00:36:40.050 align:middle line:84%
Of course, there's no
spatial information.

00:36:40.050 --> 00:36:42.790 align:middle line:84%
Well, minimal, because
you have two nostrils.

00:36:42.790 --> 00:36:46.030 align:middle line:84%
So much less spatial information
but many, many more receptor

00:36:46.030 --> 00:36:46.530 align:middle line:90%
types.

00:36:46.530 --> 00:36:49.030 align:middle line:84%
So the receptor the space
of receptor activation

00:36:49.030 --> 00:36:50.330 align:middle line:90%
is very, very high dimensional.

00:36:50.330 --> 00:36:52.830 align:middle line:84%
So that probably really
changes the problem

00:36:52.830 --> 00:36:57.470 align:middle line:84%
of estimating odors and
separating odors and things

00:36:57.470 --> 00:36:58.070 align:middle line:90%
like that.

00:36:58.070 --> 00:37:00.830 align:middle line:90%
So there's lots of receptors.

00:37:00.830 --> 00:37:02.830 align:middle line:84%
We believe that odorants
bind to receptors

00:37:02.830 --> 00:37:04.390 align:middle line:90%
based on molecular shape.

00:37:04.390 --> 00:37:05.910 align:middle line:84%
The number of
receptor types vary

00:37:05.910 --> 00:37:07.470 align:middle line:84%
across species, again,
in kind of the way

00:37:07.470 --> 00:37:08.387 align:middle line:90%
that you would expect.

00:37:08.387 --> 00:37:10.150 align:middle line:84%
So the species that
we think have really

00:37:10.150 --> 00:37:11.830 align:middle line:84%
exceptional senses
of smell, that

00:37:11.830 --> 00:37:16.510 align:middle line:84%
are very dependent on senses
of smell, have more receptors.

00:37:16.510 --> 00:37:18.390 align:middle line:84%
The general structure
of the system

00:37:18.390 --> 00:37:20.750 align:middle line:84%
is that the receptors
project to glomeruli

00:37:20.750 --> 00:37:24.350 align:middle line:84%
in the olfactory bulb, which
then projects to the cortex.

00:37:24.350 --> 00:37:26.290 align:middle line:84%
We talked about how
responses are slow.

00:37:26.290 --> 00:37:28.950 align:middle line:84%
So that's a difference
between the olfactory system

00:37:28.950 --> 00:37:31.590 align:middle line:84%
and the other sensory systems
that we've talked about.

00:37:31.590 --> 00:37:34.750 align:middle line:84%
We have some ability to localize
smells based on the fact

00:37:34.750 --> 00:37:36.910 align:middle line:90%
that we have two nostrils.

00:37:36.910 --> 00:37:38.790 align:middle line:84%
There are strong
effects of adaptation

00:37:38.790 --> 00:37:40.370 align:middle line:84%
that happen on
multiple time scales,

00:37:40.370 --> 00:37:43.310 align:middle line:90%
including some over weeks.

00:37:43.310 --> 00:37:45.510 align:middle line:84%
And there are effects
of culture that

00:37:45.510 --> 00:37:49.070 align:middle line:84%
are superimposed on a shared
sense of pleasantness.

00:37:49.070 --> 00:37:50.230 align:middle line:90%
OK.

00:37:50.230 --> 00:37:52.230 align:middle line:84%
So gustation, or
the sense of taste.

00:37:52.230 --> 00:37:52.730 align:middle line:90%
All right.

00:37:52.730 --> 00:37:55.340 align:middle line:90%
So here's the big picture.

00:37:55.340 --> 00:38:01.220 align:middle line:84%
So when substances enter your
mouth, either intentionally

00:38:01.220 --> 00:38:04.740 align:middle line:84%
or unintentionally,
molecules in the substances

00:38:04.740 --> 00:38:06.900 align:middle line:84%
stimulate receptors
in your tongue.

00:38:06.900 --> 00:38:09.340 align:middle line:84%
The standard view is that
there are four main receptor

00:38:09.340 --> 00:38:12.220 align:middle line:84%
types that correspond
to four basic tastes--

00:38:12.220 --> 00:38:15.780 align:middle line:90%
salty, sour, bitter, and sweet.

00:38:15.780 --> 00:38:18.000 align:middle line:84%
Knowledge of the receptors
is still evolving,

00:38:18.000 --> 00:38:21.260 align:middle line:84%
but again, the study of taste
is still primarily centered

00:38:21.260 --> 00:38:22.780 align:middle line:90%
on the receptors.

00:38:22.780 --> 00:38:25.180 align:middle line:84%
And activation of
these taste receptors

00:38:25.180 --> 00:38:27.100 align:middle line:84%
couples with
olfactory stimulation

00:38:27.100 --> 00:38:28.880 align:middle line:90%
when you eat to produce flavor.

00:38:28.880 --> 00:38:32.740 align:middle line:90%


00:38:32.740 --> 00:38:33.240 align:middle line:90%
All right.

00:38:33.240 --> 00:38:36.760 align:middle line:84%
So taste buds are
embedded in papilla.

00:38:36.760 --> 00:38:38.940 align:middle line:90%
These are bumps on your tongue.

00:38:38.940 --> 00:38:42.540 align:middle line:84%
Each taste bud contains
taste receptor cells.

00:38:42.540 --> 00:38:46.020 align:middle line:84%
Information is sent to your
brain via the cranial nerves.

00:38:46.020 --> 00:38:46.520 align:middle line:90%
All right.

00:38:46.520 --> 00:38:47.900 align:middle line:90%
That's the tongue.

00:38:47.900 --> 00:38:49.260 align:middle line:90%
The tongue.

00:38:49.260 --> 00:38:52.570 align:middle line:84%
All these nerves go
up to your brain.

00:38:52.570 --> 00:38:55.350 align:middle line:84%
Receptors are all
over your tongue.

00:38:55.350 --> 00:38:57.890 align:middle line:90%


00:38:57.890 --> 00:39:01.870 align:middle line:84%
Here's a picture that shows
some of those taste buds.

00:39:01.870 --> 00:39:02.370 align:middle line:90%
OK.

00:39:02.370 --> 00:39:03.990 align:middle line:84%
Here's a close up
of a taste bud.

00:39:03.990 --> 00:39:05.930 align:middle line:90%
So that's a taste bud.

00:39:05.930 --> 00:39:09.830 align:middle line:84%
And there are lots of these
receptors in a given taste bud.

00:39:09.830 --> 00:39:10.330 align:middle line:90%
So you eat.

00:39:10.330 --> 00:39:11.990 align:middle line:90%
There are molecules in the food.

00:39:11.990 --> 00:39:14.750 align:middle line:84%
They bind to receptors
in the microvilli.

00:39:14.750 --> 00:39:16.338 align:middle line:84%
So again, things
kind of like cilia.

00:39:16.338 --> 00:39:18.130 align:middle line:84%
Another example of
these cells that kind of

00:39:18.130 --> 00:39:20.250 align:middle line:84%
have something
sticking out of them.

00:39:20.250 --> 00:39:21.770 align:middle line:90%
It's got receptors.

00:39:21.770 --> 00:39:24.130 align:middle line:84%
So your taste buds, they
don't last very long

00:39:24.130 --> 00:39:25.850 align:middle line:90%
but are constantly replenished.

00:39:25.850 --> 00:39:29.370 align:middle line:90%


00:39:29.370 --> 00:39:29.870 align:middle line:90%
All right.

00:39:29.870 --> 00:39:32.270 align:middle line:84%
So a tastant is kind of
the analog of an odorant.

00:39:32.270 --> 00:39:34.890 align:middle line:84%
So it's any stimulus
that can be tasted.

00:39:34.890 --> 00:39:39.130 align:middle line:84%
And we can divide tastants
into two large categories.

00:39:39.130 --> 00:39:42.610 align:middle line:84%
So some are made up of
small charged particles,

00:39:42.610 --> 00:39:46.010 align:middle line:84%
and those generally
taste salty or sour.

00:39:46.010 --> 00:39:48.730 align:middle line:84%
And in these cases, there
are small ion channels

00:39:48.730 --> 00:39:53.370 align:middle line:84%
within the microvilli that allow
some types of charged particles

00:39:53.370 --> 00:39:54.790 align:middle line:90%
to enter, but not others.

00:39:54.790 --> 00:39:56.530 align:middle line:84%
And when those charged
particles enter,

00:39:56.530 --> 00:39:58.230 align:middle line:84%
it changes the
membrane potential,

00:39:58.230 --> 00:40:04.050 align:middle line:84%
and you have some sense that
you've tasted something.

00:40:04.050 --> 00:40:04.550 align:middle line:90%
OK.

00:40:04.550 --> 00:40:09.610 align:middle line:84%
Other tastants are perceived
via G protein-coupled receptors,

00:40:09.610 --> 00:40:11.830 align:middle line:84%
similar to those in
the olfactory system,

00:40:11.830 --> 00:40:15.410 align:middle line:84%
where we think it's a function
of the molecular shape

00:40:15.410 --> 00:40:16.970 align:middle line:90%
binding to the receptor.

00:40:16.970 --> 00:40:21.090 align:middle line:84%
And these are cases where the
molecules taste sweet or bitter.

00:40:21.090 --> 00:40:25.650 align:middle line:84%
So two broad classes of
particles and receptor

00:40:25.650 --> 00:40:27.730 align:middle line:90%
mechanisms--

00:40:27.730 --> 00:40:30.410 align:middle line:84%
salty and sour, where
the molecules are small

00:40:30.410 --> 00:40:35.450 align:middle line:84%
and they're charged and they
pass through ion channels,

00:40:35.450 --> 00:40:39.050 align:middle line:84%
and then sweet or bitter,
where the molecules tend

00:40:39.050 --> 00:40:41.890 align:middle line:84%
to be larger and have
complicated shapes that

00:40:41.890 --> 00:40:45.890 align:middle line:84%
determine their binding
to particular receptors.

00:40:45.890 --> 00:40:48.400 align:middle line:84%
So we're going to talk
about each of these four

00:40:48.400 --> 00:40:51.520 align:middle line:90%
types of receptors in turn.

00:40:51.520 --> 00:40:55.460 align:middle line:84%
So salt is made up of
two charged particles--

00:40:55.460 --> 00:40:58.000 align:middle line:84%
a cation with a positive
charge and an anion

00:40:58.000 --> 00:40:59.500 align:middle line:90%
with a negative charge.

00:40:59.500 --> 00:41:00.880 align:middle line:90%
So here are some examples.

00:41:00.880 --> 00:41:04.400 align:middle line:84%
So common table salt
is sodium chloride.

00:41:04.400 --> 00:41:06.020 align:middle line:90%
So sodium is the cation.

00:41:06.020 --> 00:41:09.760 align:middle line:90%
Chloride is the anion.

00:41:09.760 --> 00:41:12.000 align:middle line:84%
And the cation is
the part that's

00:41:12.000 --> 00:41:15.000 align:middle line:90%
responsible for the salty taste.

00:41:15.000 --> 00:41:18.000 align:middle line:84%
So you eat some
salt, and the sodium

00:41:18.000 --> 00:41:20.000 align:middle line:90%
passes through an ion channel.

00:41:20.000 --> 00:41:21.920 align:middle line:84%
You get enough of this
inside the cell there's

00:41:21.920 --> 00:41:23.960 align:middle line:84%
a change in the
membrane potential.

00:41:23.960 --> 00:41:28.148 align:middle line:90%


00:41:28.148 --> 00:41:31.260 align:middle line:84%
So things that taste
sour, by contrast,

00:41:31.260 --> 00:41:33.280 align:middle line:90%
come from acidic substances.

00:41:33.280 --> 00:41:35.640 align:middle line:84%
So generally, acidity
is proportional

00:41:35.640 --> 00:41:38.040 align:middle line:84%
to the concentration
of hydrogen ions.

00:41:38.040 --> 00:41:42.800 align:middle line:84%
And so the taste of something
sour is produced by hydrogen.

00:41:42.800 --> 00:41:44.960 align:middle line:84%
So there's two main
ways for hydrogen

00:41:44.960 --> 00:41:47.260 align:middle line:84%
to get inside the receptor
cell, which is shown here.

00:41:47.260 --> 00:41:50.560 align:middle line:84%
So there's ion channels that
are selective for hydrogen. They

00:41:50.560 --> 00:41:51.920 align:middle line:90%
can pass through that.

00:41:51.920 --> 00:41:56.720 align:middle line:84%
Or they can make their way
inside the cell membrane.

00:41:56.720 --> 00:41:58.320 align:middle line:84%
Either way, the
sour taste is driven

00:41:58.320 --> 00:42:03.240 align:middle line:84%
by the concentration of
hydrogen inside the receptor.

00:42:03.240 --> 00:42:05.260 align:middle line:90%
So salty and sour.

00:42:05.260 --> 00:42:07.360 align:middle line:84%
Again, these small
charged particles

00:42:07.360 --> 00:42:13.240 align:middle line:84%
that pass into the receptor cell
and change the concentration

00:42:13.240 --> 00:42:14.600 align:middle line:90%
inside of it.

00:42:14.600 --> 00:42:15.100 align:middle line:90%
All right.

00:42:15.100 --> 00:42:17.280 align:middle line:90%
Bitter.

00:42:17.280 --> 00:42:22.360 align:middle line:84%
Many substances that taste
bitter are poisonous.

00:42:22.360 --> 00:42:23.960 align:middle line:84%
We often can't
really distinguish

00:42:23.960 --> 00:42:26.500 align:middle line:84%
between the tastes of
different bitter compounds,

00:42:26.500 --> 00:42:27.940 align:middle line:90%
at least not very well.

00:42:27.940 --> 00:42:33.040 align:middle line:84%
They all just taste
bad, at least at first.

00:42:33.040 --> 00:42:37.840 align:middle line:84%
The kind of current
view of bitterness

00:42:37.840 --> 00:42:41.160 align:middle line:84%
is that we have about 25
different bitter receptors.

00:42:41.160 --> 00:42:44.173 align:middle line:84%
They each respond to
different molecules

00:42:44.173 --> 00:42:46.090 align:middle line:84%
and different combinations
of those molecules.

00:42:46.090 --> 00:42:49.270 align:middle line:84%
So the columns here are
different receptors.

00:42:49.270 --> 00:42:54.030 align:middle line:84%
The rows here are different
things that taste bitter.

00:42:54.030 --> 00:42:56.750 align:middle line:84%
And this indicates
which of the receptors

00:42:56.750 --> 00:43:01.030 align:middle line:84%
responds to which
of these chemicals.

00:43:01.030 --> 00:43:04.250 align:middle line:84%
Again, we believe this is a
function of the molecular shape

00:43:04.250 --> 00:43:05.890 align:middle line:90%
and what binds to what.

00:43:05.890 --> 00:43:08.400 align:middle line:90%


00:43:08.400 --> 00:43:13.630 align:middle line:84%
And so the thought here is that
because a lot of the things that

00:43:13.630 --> 00:43:17.190 align:middle line:84%
are bitter are poisonous,
we evolved the ability

00:43:17.190 --> 00:43:20.470 align:middle line:84%
to detect all these
different types of molecules

00:43:20.470 --> 00:43:23.550 align:middle line:84%
based on their toxicity, but it
wasn't really important to be

00:43:23.550 --> 00:43:24.690 align:middle line:90%
able to distinguish them.

00:43:24.690 --> 00:43:27.065 align:middle line:84%
You just want to know that
you're not supposed to eat it.

00:43:27.065 --> 00:43:29.750 align:middle line:90%
So spit it out if you taste it.

00:43:29.750 --> 00:43:34.710 align:middle line:84%
And of course, in
modern times, we

00:43:34.710 --> 00:43:37.350 align:middle line:84%
leverage the fact that we have
these bitter receptors when

00:43:37.350 --> 00:43:37.987 align:middle line:90%
we cook.

00:43:37.987 --> 00:43:40.070 align:middle line:84%
A lot of people actually
like the taste of bitter.

00:43:40.070 --> 00:43:42.852 align:middle line:90%
I like bitter things.

00:43:42.852 --> 00:43:44.310 align:middle line:84%
But historically,
that's presumably

00:43:44.310 --> 00:43:46.590 align:middle line:90%
what they evolved for.

00:43:46.590 --> 00:43:47.090 align:middle line:90%
All right.

00:43:47.090 --> 00:43:48.050 align:middle line:90%
So that's bitterness.

00:43:48.050 --> 00:43:52.510 align:middle line:90%


00:43:52.510 --> 00:43:54.770 align:middle line:84%
We've also got things
that are sweet.

00:43:54.770 --> 00:43:59.190 align:middle line:84%
So things that are sweet
typically contain sugar.

00:43:59.190 --> 00:44:01.670 align:middle line:84%
So there's glucose, which
is the main source of energy

00:44:01.670 --> 00:44:03.110 align:middle line:90%
for most animals.

00:44:03.110 --> 00:44:06.272 align:middle line:84%
There's also fructose and
sucrose, common table sugar,

00:44:06.272 --> 00:44:08.230 align:middle line:84%
which is a combination
of glucose and fructose.

00:44:08.230 --> 00:44:11.030 align:middle line:84%
So in contrast to
bitterness, we think

00:44:11.030 --> 00:44:13.990 align:middle line:84%
that there's a relatively
small number of receptors

00:44:13.990 --> 00:44:18.130 align:middle line:84%
that's responsible for all of
the perception of sweetness.

00:44:18.130 --> 00:44:21.270 align:middle line:84%
And different sweeteners
stimulate different parts

00:44:21.270 --> 00:44:22.550 align:middle line:90%
of the receptors.

00:44:22.550 --> 00:44:26.302 align:middle line:84%
And we think that artificial
sweeteners kind of trick us

00:44:26.302 --> 00:44:28.510 align:middle line:84%
by stimulating the receptor
as well, even though they

00:44:28.510 --> 00:44:31.890 align:middle line:84%
don't actually contain energy
in the way that sugars do.

00:44:31.890 --> 00:44:34.870 align:middle line:90%


00:44:34.870 --> 00:44:35.370 align:middle line:90%
All right.

00:44:35.370 --> 00:44:38.350 align:middle line:84%
So here's an example of one
of these G protein-coupled

00:44:38.350 --> 00:44:40.390 align:middle line:90%
receptors.

00:44:40.390 --> 00:44:43.860 align:middle line:84%
So you've got a
binding site here.

00:44:43.860 --> 00:44:49.180 align:middle line:84%
And the sweet molecules kind of
fit into the receptors and then

00:44:49.180 --> 00:44:51.940 align:middle line:84%
initiate a process
by which you detect

00:44:51.940 --> 00:44:54.300 align:middle line:90%
the presence of the molecule.

00:44:54.300 --> 00:44:54.800 align:middle line:90%
All right.

00:44:54.800 --> 00:44:56.460 align:middle line:84%
So like I said, we
think that taste

00:44:56.460 --> 00:45:00.953 align:middle line:84%
is a system for detecting
nutrients and antinutrients.

00:45:00.953 --> 00:45:02.620 align:middle line:84%
We think the sense
of bitter probably is

00:45:02.620 --> 00:45:05.260 align:middle line:90%
useful for signaling poisons.

00:45:05.260 --> 00:45:08.140 align:middle line:84%
Sour is probably important for
detecting acidic solutions that

00:45:08.140 --> 00:45:09.732 align:middle line:90%
might harm the body.

00:45:09.732 --> 00:45:11.940 align:middle line:84%
Sweet and salty are important
because our bodies need

00:45:11.940 --> 00:45:13.640 align:middle line:90%
sodium and sugar to survive.

00:45:13.640 --> 00:45:17.100 align:middle line:90%


00:45:17.100 --> 00:45:20.100 align:middle line:84%
And you can again
look at infants

00:45:20.100 --> 00:45:21.880 align:middle line:84%
to get a little bit
of a window into this.

00:45:21.880 --> 00:45:24.700 align:middle line:84%
So infants' behavior
and facial expressions

00:45:24.700 --> 00:45:26.460 align:middle line:84%
reveal apparently
innate preferences

00:45:26.460 --> 00:45:29.200 align:middle line:84%
for certain kinds of foods
or certain kinds of tastes.

00:45:29.200 --> 00:45:31.420 align:middle line:84%
So you give a baby
something sweet,

00:45:31.420 --> 00:45:33.260 align:middle line:84%
and they make a facial
expression indicate

00:45:33.260 --> 00:45:35.260 align:middle line:90%
indicating a positive response.

00:45:35.260 --> 00:45:38.800 align:middle line:84%
Give them something sour,
they'll purse their lips.

00:45:38.800 --> 00:45:43.900 align:middle line:84%
Bitter things will tend to
cause them to spit things out.

00:45:43.900 --> 00:45:44.400 align:middle line:90%
All right.

00:45:44.400 --> 00:45:47.305 align:middle line:84%
So four main tastes,
different kinds of receptors.

00:45:47.305 --> 00:45:49.180 align:middle line:84%
How many people have
heard of the possibility

00:45:49.180 --> 00:45:50.840 align:middle line:90%
of a fifth taste?

00:45:50.840 --> 00:45:51.340 align:middle line:90%
Yeah.

00:45:51.340 --> 00:45:51.840 align:middle line:90%
OK.

00:45:51.840 --> 00:45:56.340 align:middle line:84%
So this is kind of well
known at this point, umami.

00:45:56.340 --> 00:46:01.500 align:middle line:84%
So monosodium glutamate, or
MSG, is a chemical that's

00:46:01.500 --> 00:46:05.660 align:middle line:90%
often added to Asian food.

00:46:05.660 --> 00:46:10.260 align:middle line:84%
It kind of got a bad rap, at
least in the United States,

00:46:10.260 --> 00:46:12.500 align:middle line:90%
as far as I can tell, unjustly.

00:46:12.500 --> 00:46:14.200 align:middle line:84%
It's derived from
natural sources

00:46:14.200 --> 00:46:17.740 align:middle line:84%
and I don't think is actually
associated with any health

00:46:17.740 --> 00:46:19.140 align:middle line:90%
risks.

00:46:19.140 --> 00:46:22.100 align:middle line:84%
And it makes things
taste savory.

00:46:22.100 --> 00:46:26.760 align:middle line:84%
So umami is the taste of
things that are savory.

00:46:26.760 --> 00:46:32.140 align:middle line:84%
And we believe that this
is a function of glutamate.

00:46:32.140 --> 00:46:34.360 align:middle line:84%
So glutamate is an
important neurotransmitter.

00:46:34.360 --> 00:46:36.740 align:middle line:90%
It's used throughout the brain.

00:46:36.740 --> 00:46:40.330 align:middle line:84%
And so the general thinking
is that glutamate receptors

00:46:40.330 --> 00:46:45.710 align:middle line:84%
have been co-opted to
augment the sense of taste.

00:46:45.710 --> 00:46:51.270 align:middle line:84%
And you have foods that
are high in glutamate,

00:46:51.270 --> 00:46:55.090 align:middle line:84%
and that contributes
to that sense of taste

00:46:55.090 --> 00:46:59.130 align:middle line:84%
that you get for certain
kinds of savory foods.

00:46:59.130 --> 00:47:03.730 align:middle line:84%
So that's the deal
with the receptors.

00:47:03.730 --> 00:47:07.610 align:middle line:90%
The taste pathway is shown here.

00:47:07.610 --> 00:47:10.130 align:middle line:84%
So the input from
the taste receptors

00:47:10.130 --> 00:47:15.130 align:middle line:84%
is carried up the cranial
nerve to part of the thalamus.

00:47:15.130 --> 00:47:18.190 align:middle line:84%
The thalamus projects
to gustatory cortex,

00:47:18.190 --> 00:47:20.850 align:middle line:84%
which lives in a part of the
brain called the insula, which

00:47:20.850 --> 00:47:23.750 align:middle line:84%
projects to the
orbitofrontal cortex.

00:47:23.750 --> 00:47:28.210 align:middle line:90%


00:47:28.210 --> 00:47:32.590 align:middle line:84%
So the insular cortex is the
primary cortical processing area

00:47:32.590 --> 00:47:33.090 align:middle line:90%
for taste.

00:47:33.090 --> 00:47:38.880 align:middle line:84%
Again, that's where the taste
input kind of first projects.

00:47:38.880 --> 00:47:44.105 align:middle line:84%
Orbitofrontal cortex is in the
frontal lobe, like it sounds.

00:47:44.105 --> 00:47:45.480 align:middle line:84%
Receives projections
from insular

00:47:45.480 --> 00:47:48.440 align:middle line:84%
cortex, and it's involved in a
whole bunch of stuff, including

00:47:48.440 --> 00:47:49.760 align:middle line:90%
the sense of taste.

00:47:49.760 --> 00:47:52.800 align:middle line:84%
And again, in
contrast to what is

00:47:52.800 --> 00:47:54.440 align:middle line:84%
known about other
sensory systems

00:47:54.440 --> 00:47:56.600 align:middle line:84%
in terms of what goes
on in the cortex,

00:47:56.600 --> 00:47:59.320 align:middle line:84%
we know much less,
especially in humans,

00:47:59.320 --> 00:48:03.960 align:middle line:84%
about cortical processing
of smell and taste.

00:48:03.960 --> 00:48:05.620 align:middle line:84%
Just a little bit
about the pathways.

00:48:05.620 --> 00:48:09.400 align:middle line:90%


00:48:09.400 --> 00:48:13.720 align:middle line:84%
So the other thing that's really
cool about the sense of smell

00:48:13.720 --> 00:48:16.360 align:middle line:90%
is its role in flavor.

00:48:16.360 --> 00:48:22.060 align:middle line:84%
So anytime you eat something,
the molecules in the food,

00:48:22.060 --> 00:48:24.000 align:middle line:84%
they stimulate the
taste receptors.

00:48:24.000 --> 00:48:27.760 align:middle line:84%
But really, you've got
maybe four or five types

00:48:27.760 --> 00:48:28.980 align:middle line:90%
of taste receptors.

00:48:28.980 --> 00:48:32.760 align:middle line:84%
So four or five dimensions of
the response of the tongue,

00:48:32.760 --> 00:48:33.780 align:middle line:90%
more or less.

00:48:33.780 --> 00:48:37.240 align:middle line:84%
But in addition, as
you're chewing the food,

00:48:37.240 --> 00:48:42.760 align:middle line:84%
odorants are emitted by
the stuff you're chewing,

00:48:42.760 --> 00:48:45.640 align:middle line:84%
and they travel through
the back of your throat

00:48:45.640 --> 00:48:48.020 align:middle line:84%
and stimulate the
olfactory epithelium.

00:48:48.020 --> 00:48:50.720 align:middle line:84%
This is called
retronasal olfaction.

00:48:50.720 --> 00:48:54.360 align:middle line:90%
Through the retronasal passage.

00:48:54.360 --> 00:48:58.600 align:middle line:84%
And so that's a huge
component of flavor.

00:48:58.600 --> 00:49:03.400 align:middle line:84%
So retronasal
olfactory sensation.

00:49:03.400 --> 00:49:06.440 align:middle line:84%
It refers to the
sensation of an odor that

00:49:06.440 --> 00:49:09.460 align:middle line:84%
is perceived when chewing
or swallowing food

00:49:09.460 --> 00:49:13.640 align:middle line:84%
force an odorant in the mouth up
behind the palate into the nose.

00:49:13.640 --> 00:49:15.600 align:middle line:84%
And so the really
interesting thing

00:49:15.600 --> 00:49:17.760 align:middle line:84%
is that these odor
sensations are perceived

00:49:17.760 --> 00:49:22.960 align:middle line:84%
as originating from the mouth,
even though the actual contact

00:49:22.960 --> 00:49:25.200 align:middle line:84%
of the odorant and
the receptor occurs

00:49:25.200 --> 00:49:28.720 align:middle line:84%
in the nose at the
olfactory mucosa.

00:49:28.720 --> 00:49:33.310 align:middle line:84%
And so flavor is the combination
of what people refer to as true

00:49:33.310 --> 00:49:36.910 align:middle line:84%
taste-- so sweet, salty,
sour, bitter, maybe umami--

00:49:36.910 --> 00:49:39.990 align:middle line:90%
and then retronasal olfaction.

00:49:39.990 --> 00:49:44.790 align:middle line:84%
And if you've ever had a cold
and noticed that the food just

00:49:44.790 --> 00:49:47.430 align:middle line:84%
doesn't quite taste
as interesting,

00:49:47.430 --> 00:49:52.725 align:middle line:84%
you will have seen the role
of retronasal olfaction

00:49:52.725 --> 00:49:54.350 align:middle line:84%
in flavor, which is
really significant.

00:49:54.350 --> 00:49:57.190 align:middle line:84%
So when you have a cold and
your nose is stuffed up,

00:49:57.190 --> 00:49:58.490 align:middle line:90%
you're missing that component.

00:49:58.490 --> 00:50:04.070 align:middle line:84%
And so the sense of taste
gets greatly impoverished.

00:50:04.070 --> 00:50:06.870 align:middle line:84%
So you might
wonder, what happens

00:50:06.870 --> 00:50:10.550 align:middle line:84%
when we can't perceive
taste but can still smell?

00:50:10.550 --> 00:50:12.910 align:middle line:84%
So there are, again,
patient cases that

00:50:12.910 --> 00:50:14.570 align:middle line:90%
give some insight into this.

00:50:14.570 --> 00:50:16.750 align:middle line:84%
So there have been
patients where

00:50:16.750 --> 00:50:20.430 align:middle line:84%
the taste nerves are damaged,
but they have normal olfaction.

00:50:20.430 --> 00:50:24.190 align:middle line:84%
And so in this particular case,
the person could smell lasagna,

00:50:24.190 --> 00:50:25.568 align:middle line:90%
but there was no flavor.

00:50:25.568 --> 00:50:27.110 align:middle line:84%
So they would eat
the lasagna, and it

00:50:27.110 --> 00:50:28.750 align:middle line:90%
wouldn't taste like anything.

00:50:28.750 --> 00:50:31.670 align:middle line:84%
And so you can do something
similar in the lab,

00:50:31.670 --> 00:50:35.710 align:middle line:84%
by anesthetizing the relevant
nerves with lidocaine.

00:50:35.710 --> 00:50:37.830 align:middle line:84%
So this is a branch
of the cranial nerve

00:50:37.830 --> 00:50:41.550 align:middle line:84%
that carries taste information
from the anterior tongue.

00:50:41.550 --> 00:50:44.030 align:middle line:84%
And you retain the
ability to smell,

00:50:44.030 --> 00:50:46.670 align:middle line:84%
but you don't get
that sense of flavor.

00:50:46.670 --> 00:50:50.470 align:middle line:84%
So somehow or another, the brain
processes odors differently

00:50:50.470 --> 00:50:52.230 align:middle line:84%
depending on whether
they're coming

00:50:52.230 --> 00:50:55.750 align:middle line:84%
from the nose or the mouth, even
though it's the same receptors

00:50:55.750 --> 00:50:57.450 align:middle line:90%
that are being stimulated.

00:50:57.450 --> 00:50:59.910 align:middle line:84%
So presumably
there's some process

00:50:59.910 --> 00:51:02.030 align:middle line:84%
by which the
stimulation of the taste

00:51:02.030 --> 00:51:05.430 align:middle line:84%
receptors kind of
integrates with the input

00:51:05.430 --> 00:51:06.850 align:middle line:90%
from the olfactory receptors.

00:51:06.850 --> 00:51:11.310 align:middle line:84%
And that gives you
the sense of flavor.

00:51:11.310 --> 00:51:11.810 align:middle line:90%
All right.

00:51:11.810 --> 00:51:16.750 align:middle line:84%
So here's the big
picture of gustation.

00:51:16.750 --> 00:51:19.292 align:middle line:84%
Molecules stimulate
receptors in the tongue.

00:51:19.292 --> 00:51:20.750 align:middle line:84%
The standard view
is that there are

00:51:20.750 --> 00:51:22.310 align:middle line:84%
four receptor types
that correspond

00:51:22.310 --> 00:51:24.070 align:middle line:90%
to four basic tastes--

00:51:24.070 --> 00:51:25.490 align:middle line:90%
salty, sour, bitter, and sweet.

00:51:25.490 --> 00:51:27.390 align:middle line:84%
Remember, with salty
and sour, they're

00:51:27.390 --> 00:51:29.850 align:middle line:84%
driven by small
charged molecules that

00:51:29.850 --> 00:51:32.100 align:middle line:84%
pass through ion channels
and change the concentration

00:51:32.100 --> 00:51:33.740 align:middle line:90%
inside the receptor.

00:51:33.740 --> 00:51:37.577 align:middle line:84%
Bitter and sweet
have receptors that

00:51:37.577 --> 00:51:39.160 align:middle line:84%
are selective for
the molecular shape,

00:51:39.160 --> 00:51:42.220 align:middle line:84%
so particular kinds of
molecules can bind to them.

00:51:42.220 --> 00:51:45.197 align:middle line:84%
In the case of bitter, we've
got a large set of receptors.

00:51:45.197 --> 00:51:47.780 align:middle line:84%
We don't really differentiate
the responses, at least not very

00:51:47.780 --> 00:51:48.780 align:middle line:90%
much.

00:51:48.780 --> 00:51:52.300 align:middle line:84%
In the case of sweet, there's
a smaller number of receptors,

00:51:52.300 --> 00:51:56.620 align:middle line:84%
and different
types of sugars can

00:51:56.620 --> 00:51:58.420 align:middle line:84%
bind to different
parts of receptors.

00:51:58.420 --> 00:52:02.940 align:middle line:84%
And artificial sweeteners
can trick our sense of taste

00:52:02.940 --> 00:52:05.593 align:middle line:84%
by binding to those
same receptors.

00:52:05.593 --> 00:52:07.760 align:middle line:84%
So the knowledge of the
receptors is still evolving.

00:52:07.760 --> 00:52:10.820 align:middle line:84%
That's kind of what
we know right now.

00:52:10.820 --> 00:52:13.100 align:middle line:84%
And then activation
of the taste receptors

00:52:13.100 --> 00:52:18.180 align:middle line:84%
couples with olfactory
stimulation to produce flavor.

00:52:18.180 --> 00:52:18.920 align:middle line:90%
All right.

00:52:18.920 --> 00:52:21.040 align:middle line:84%
So that's the whirlwind
tour of taste.

00:52:21.040 --> 00:52:23.780 align:middle line:84%
So as I said, taste
and smell, they're

00:52:23.780 --> 00:52:26.220 align:middle line:84%
really interesting and
important for life.

00:52:26.220 --> 00:52:30.580 align:middle line:84%
And we don't know nearly as
much about them as we should.

00:52:30.580 --> 00:52:32.480 align:middle line:84%
And they would be
fun things, I think,

00:52:32.480 --> 00:52:34.793 align:middle line:84%
for someone to go
make a career in.

00:52:34.793 --> 00:52:36.460 align:middle line:84%
But there's, at
present, not a whole lot

00:52:36.460 --> 00:52:41.180 align:middle line:84%
of people who study
these two modalities.

00:52:41.180 --> 00:52:43.060 align:middle line:90%
The end.

00:52:43.060 --> 00:52:47.540 align:middle line:84%
So this brings us to
the conclusion of 9.35.

00:52:47.540 --> 00:52:49.680 align:middle line:84%
And it's been great having
all of you in class.

00:52:49.680 --> 00:52:52.900 align:middle line:84%
I appreciated all
of the questions.

00:52:52.900 --> 00:52:57.340 align:middle line:84%
And I hope that
this inspires you

00:52:57.340 --> 00:52:59.500 align:middle line:90%
to learn more about perception.

00:52:59.500 --> 00:53:03.420 align:middle line:84%
And if you're around next year,
please drop by and tell me

00:53:03.420 --> 00:53:04.580 align:middle line:90%
how you're doing.

00:53:04.580 --> 00:53:09.460 align:middle line:84%
If you're a graduating
senior, congratulations.

00:53:09.460 --> 00:53:13.500 align:middle line:84%
Wish you all the best
on your next endeavors.

00:53:13.500 --> 00:53:15.690 align:middle line:90%
And I'll leave it at that.

00:53:15.690 --> 00:53:27.000 align:middle line:90%