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00:07 This is lecture seven of Cellular And we're gonna briefly review information on

00:17 modulatory systems and a lot of it is the review for those that's taken

00:23 nurse on. I just want to sure everybody remembers this sometimes uh repeating

00:28 makes you really good at things and them and understanding them for the future

00:33 those that have not taken my course they have taken a different version of

00:37 course or some part of that is uh a quick review as well.

00:43 , from the very beginning, I that when we talk about the glutamic

00:47 g allergic systems and glutamate producing neurons gap producing neurons, we said that

00:53 dispersed throughout the brain. That means the somos of these neurons are gonna

00:57 found everywhere. Spinal cord and hippocampus frontal cortex and uh occipital cortex,

01:07 systems. However, that if use systems for acetylcholine, for uh so

01:16 dopamine, for serotonin and norepinephrine are in such a way that the nuclei

01:24 produce these neurotransmitters are located in very zones. So these are very small

01:33 and these nuclei will contain thousands tens thousands, sometimes hundreds of thousands of

01:41 is depending on which system producing acetylcholine supplying acetylcholine from these nuclei into the

01:49 cord into subcortical areas. And from medial cepal nuclei, this is the

01:55 follow the mental complex. This is sepal nuclei will send these acetylcholine signals

02:04 release these neurotransmitters diffusely throughout the And you can see that there is

02:09 significant uh difference in where these uh are located in the sense that they're

02:19 located in the brain. So the parts of the brain. So if

02:22 look at serotonin, we have rapid that is going to be producing all

02:27 the serotonin available in the brain, . It's locus cus and for dopamine

02:34 , it's vent to glutol area as as substantial nigra. Now, when

02:42 looking at the cholinergic system, let see if I can get rid of

02:46 style bar. When we're looking at cholinergic system, this is acetylcholine as

02:52 were talking about and it has a supply in this uh basal forebrain

03:00 which is co of telencephalon or the , medial and ventral to basal ganglia

03:08 basal ganglia is an important structure and movement. Uh paradigms. The

03:15 of these are mostly unknown, but do know. So what does that

03:21 ? It's mostly unknown? We they're really diffused projections and it almost

03:26 resemblance uh of a para crime like of the release, but in the

03:33 and within the synapses, but very dispersed, it definitely participates in learning

03:41 memory. And that is important because is the system that gets compromised in

03:47 disease. And we know that once have Alzheimer's disease, there's a possibility

03:52 one of the first symptoms is going be loss of memory, short

03:56 followed by a long term memory. , on the other hand, uh

04:01 have this pontos phal tal complex which excitability of thalamic sensory relay nuclei.

04:12 if you can see that this complex really targeting subcortical areas and very heavily

04:19 the thalamus. Thalamus contain sensory nuclei uh vision for hearing some amount of

04:27 information processing. So that has a effect on this thalamic sensory relay

04:35 And this has a much stronger penetration the cortex, acetylcholine. Once it

04:45 released in the synaptic left, it broken down into the cline and acetic

04:53 , it gets transported back to I remember we talked about the transporters

04:58 glutamate transporters for Gaba. Well, are transporters for each one of the

05:03 that we're discussing here uh today at . And then that gets re synthesized

05:09 acetyl coa with the help of cline transferase produce acetylcholine. Then you have

05:15 transporter on the vesicle. So there a pre synaptic sodium cline cot transporter

05:23 it into the uh synaptic terminal and it gets transported and uploaded into the

05:30 for subsequent release. And the cns targets ionotropic. When we refer nicotinic

05:40 and metabotropic muscarinic receptors, we already what are agonists antagonists. If you

05:47 at the paper that talks about tagging means for pet imaging, pet scan

05:54 , it will tell you in uh like negative allosteric modulator things that we

06:00 discussed and you should have and sort your uh toolbox of understanding these are

06:06 , nicotine for nicotinic muscarine for muscarinic is a receptor channel. Muscarinic is

06:14 G protein coupled receptor. They will have their distinct antagonists. So,

06:20 Curari muscular muscarinic atropine, uh obviously, the agonist is nicotine and

06:30 comes uh as an active ingredient from . And so you will say,

06:36 , wait a second, then how you know, it's so harmful uh

06:43 tobacco and it's really the consumption of tobacco that's really harmful, especially the

06:49 or, or the vaping the nicotine on its own. If it's

06:55 it actually has shown some very interesting results in um Alzheimer's disease. And

07:03 some other experimental paradigms, it is is an addictive molecule. It is

07:10 uh probably one of the hardest sort available uh as a as as difficult

07:18 an addiction, but easier than I would say because it's still more

07:23 than available. So, but that's agonist. OK. Now, if

07:28 talking about activation of nicotinic acetylcholine it's permeable to sodium and potassium sodium

07:35 going to go and potassium is going go out. But the net effect

07:38 activating nicotinic acetylcholine receptor is depolarization. you activate muscular Nick receptor, which

07:45 G protein coupled, you're gonna have polarization because it's going to interact with

07:51 potassium channel. It's actually going to the nearby potassium channel through the G

07:56 cascade and it's going to cause hyper . So it has two opposing effects

08:02 at the level of the membrane. uh these effects are not as strong

08:08 some of the glutamate and Gabor signaling EP SPS and IP SPS that we've

08:14 discussing in the last couple of So, muscarinic receptor activation can lead

08:21 through this what we call shortly to nearby potassium channel and open a nearby

08:27 channel nearby causing hyper polarization because potassium going to be e flex and it's

08:34 to be leaving the cell making the of the cell more negative catecholamines.

08:42 , catecholamines and all of these neurotransmitters we're discussing, especially the, I

08:48 , neurotransmitters, they have color and color is what they're responsible for,

08:54 function they're responsible for, what behavior for and also injury or impairment in

09:01 of these systems is typically associated with neurological disorders. So, impairment and

09:08 system is associated with Alzheimer's disease. . We're going to be talking about

09:15 impairments or uh dopamine dopaminergic system and uh we will notice that impairments and

09:23 are associated with motor neurodegenerative disorders such Parkinson's disease, but also potentially in

09:34 disorders such as schizophrenia. So you to think about these systems as these

09:42 have a limited number of neurons that that molecule, that molecule gets

09:50 In this case, you can see nigra again, is going to target

09:56 striatum right here and the subcortical areas the ventral tegmental area projections from here

10:04 dopamine, they're going to target the lobe in frontal cortex. It doesn't

10:10 as much penetration into the parietal occipital . So there is some specificity,

10:15 are differences between these an anatomy and diffused projections. So, dopamine

10:22 mood attention and visceral function impairments and impairment and movement, potentially mood or

10:33 health diseases like schizophrenia, attention and . They are all coming from the

10:39 precursor tyra. And by all, mean dopamine or epinephrine and epinephrine thyra

10:45 a precursor that becomes dopa. Although becomes dopamine dopamine when it gets deco

10:53 , uh uh uh hy hydroxylase with beta hydroxylase gets removed, it becomes

11:02 epinephrine and then it becomes epinephrine through lot of uh enzyme. So this

11:09 the dopamine system. Now, this norepinephrine. So where's norepinephrine? We're

11:19 about norepinephrine and epinephrine. Ok. we somehow uh skip this slide.

11:31 again, if you look at the segmental area, it's obvious that it

11:35 targeting this area of telencephalon. Uh uh it's referred to as meso cortical

11:45 dopamine system, dopamine ergic projections from and substantia nigra axons project into the

11:54 right here. And it facilitates ini of the voluntary movements and degeneration of

12:03 substantial Migra and this stimulation causes Parkinson's . So I already mentioned that but

12:11 was a separate slide, actually, . Uh you have function that's regulation

12:17 attention, arousal, sleep, wake , learning and memory, anxiety and

12:22 , mood, and brain metabolism. lot of different functions are also overlapping

12:27 . And that's good because if you one of these neurotransmitters, so you

12:31 a reduction, there's a redundancy in some of these functions. So you

12:38 pathways that innervate very broadly. thalamus cortex, olfactory bulb, cerebellum

12:47 and all the way into the spinal here. Yeah, activation of norepinephrine

12:57 , typically the release of norepinephrine is , unexpected nonpainful sensory stimuli. So

13:06 really engages the brain. It's a of a no adrenaline, norepinephrine of

13:12 brain and to engage it, it's that is unexpected. Something that is

13:18 of ordinary, potentially a stressful it's not necessarily uh uh painful.

13:29 let's talk about norepinephrine, norepinephrine just like we saw with the acetylcholine

13:36 again, released. And what's different these systems of do dopamine, norepinephrine

13:42 they function through g protein coupled So, acetylcholine is unique in the

13:48 that it's the only one that has ionotropic and metabotropic signaling. All of

13:54 other means, dopamine norepinephrine serotonin, act through G protein coupled receptors.

14:02 the whole uh kind of a scheme release of norepinephrine, the synapse and

14:09 re uptake of the norepinephrine and reloading the neuropen release of dopamine, reloading

14:18 reuptake of dopamine and reloading of dopamine the vesicles to be released again.

14:24 what is shown here is uh illicit , cocaine will block the reuptake of

14:33 or norepinephrine. So that's why a of times you will hear in slang

14:38 it's an upper and that's because it stimulating or prolonging essentially the availability of

14:46 and upper and dopamine. Sort of no adrenaline all on uh uh off

14:50 brain and all of the functions uh them that we're talking about such as

14:57 , arousal, enhanced arousal, uh way a person communicates with you,

15:03 hopefully, no anxiety and pain because it wouldn't be very popular typically that

15:10 after a long weekend of consuming something this. Now, amphetamine also blocks

15:16 and dopamine reuptake and stimulates dopamine, cocaine. It's a little bit more

15:23 toward, toward dopamine, right. both of them will interact with

15:28 but it will have a stronger effect dopamine serotonin system. It's derived from

15:36 , it's mood, emotions and So this is where we have the

15:43 that are coming from rapha nuclei. I always thought there were five,

15:51 it's four rapha nuclei that innovate many the same areas as neurogenic. So

15:59 don't know if I have subsequently a , but this is nor epinephrine neurogenic

16:06 . You can see it going like . And similarly, with serotonergic,

16:13 like this also going into cerebellum and into the spinal cord. So there's

16:17 significant anatomical projection overlap between these two . And therefore, it's likely that

16:24 going to be a functional, not anatomical but functional overlap. At least

16:30 overlap in certain behaviors of functions that regulate together with northern ergic system that

16:37 the ascending reticular activating system. It's an important system. This ascending reticular

16:44 system starts sending these slow weights and the brain, essentially preparing it to

16:50 asleep and enter into a different, uh different cycle as well as regulation

16:56 mood. All right. So you the tryptophan, it becomes five HCP

17:03 aroy tryptophan and then it becomes five or serotonin, which is abbreviated as

17:10 HT. And when we're talking about serotonin ssris or serotonin selective reuptake

17:24 Uh Here, actually, antidepressants are , for example, as tricyclics that

17:31 be affecting the transport reuptake of both and serotonin. And whenever you uh

17:40 the reuptake, what you're doing is making more of this norepinephrine and more

17:45 the serotonin available of the synapsis. we're available for, you're not making

17:49 of the molecule, you're just allowing to stay longer within the synapse,

17:56 spread spatially as well. FLUoxetine is antidepressant that will target serotonergic reuptake as

18:06 . And then we have ma O which are illustrated better in the subsequent

18:12 , which will actually target the breakdown . So now we're going to be

18:17 on the metabolism, it can actually the metabolism or the breakdown of these

18:22 . So if you block the this is happening inside the South.

18:27 you block the breakdown of serotonin or norepinephrine and serotonin, you have more

18:34 that molecule available. Now, most the antidepressant medications have uh have to

18:44 taken for a number of days, weeks, two or three weeks in

18:49 to exert a significant effect. And because if you think about it,

18:55 really kind of altering the homeostasis and metabolism of these very important molecules inside

19:03 brain. And if you especially talking ma O let me go to the

19:09 slide. If you were talking about ma O which breaks down serotonin,

19:17 you block the, if you block Ma Os, again, this adjustment

19:24 , blocking MA S and shifting the of that molecule even more of it

19:29 the synaptic cleft or more of it . Now, for synaptic terminal,

19:34 takes time uh equally. So to people when they take antidepressants and they're

19:44 antidepressants. And if they have side drowsiness or something else that they cannot

19:50 or they're getting way too sleepy then some other things that are not agreeing

19:57 them in the body, not necessarily in the brain, it could be

20:01 system. That's just, it's not to get off of it.

20:07 if you were having a pleasant again, it will take like two

20:13 to two weeks to three weeks to, to, to restore that

20:19 , to restore that what we call normal dynamic range or the one that

20:24 the best with you. So this the pathway, the synthesis for

20:31 It has storage, you have a up into the vesicles released, you

20:37 activation of serotonin receptors. So there be norepinephrine receptor, serotonin receptors,

20:44 dopamine receptors, it's going to be and the receptor clear. So it

20:50 to the receptor by that, but doesn't stay bound forever. It actually

20:55 this receptor and then it gets So it can get reuptake by the

21:02 and get re uploaded. Also get and part of it instead of being

21:07 uploaded, gets hammered here, broken , metabolized by MA S. And

21:14 this is where when you're talking about uh pharmaceutical drugs or illicit drugs of

21:20 , that, that what you're understanding is that there's a whole system reap

21:25 poop cycling of these molecules and you interact with this system in different

21:32 Very interesting uh treatment that's emerging in society lately and has been accepted actually

21:42 FDA. Uh FDA has these caretaker protocols that allow people if the states

21:51 or uh clinical institutions, if they for people to use psilocybin mushrooms.

21:59 The fact of the matter is that , which is lysergic acid, which

22:04 synthetic acid, uh psilocybin mushrooms, comes from magic mushrooms or uh psilocybin

22:14 or whatever you wanna call it which is prevalent in Mexico and is

22:20 for the rites of passage traditionally and for ritual and recreational purposes. It

22:30 of these substances are interacting with the system. And what's really interesting from

22:39 latest treatments with psilocybin. So what you use psilocybin for, for the

22:45 things that you use serotonin medications? , depression, anxiety. The other

22:52 that psilocybin is being used for cited Linville trials in Harvard and some other

22:58 is for addiction. And what's interesting these clinical studies that are coming out

23:07 that it's one time use, one session. They require an individual for

23:12 , I think 6 to 10 hour with a guide and it's one session

23:18 seems to reorganize these systems. And there is emerging evidence that suggests a

23:25 synopsis of being formed following just one and exposure to drugs like psilocybin

23:31 or, or magic mushrooms. So not to say that uh LSD and

23:36 and all the other things do the thing. But that is really emergent

23:40 a, as an alternative. And an alternative because the person may have

23:44 treatment and they don't have to take pill two or three times a

23:48 They also take, have one treatment they report a change within days,

23:54 within hours. So they don't have wait for weeks and uh, we'll

23:59 where this goes, but this is emergent as a very interesting um alternative

24:05 treatment to all of these other drugs we discussed like tricyclics and such.

24:11 right, now let's move on into next lecture which is imaging of the

24:21 . And I believe that maybe one these, yeah, one of these

24:25 are a little bit out of got kicked in the front for some

24:41 and manipulate them. Um OK, we're gonna talk about imaging the brain

25:16 neuronal activity again to place ourselves reminding ourselves and also placing ourselves within

25:24 certain same level of understanding. So 2nd and 3rd section of this course

25:29 gonna be very heavily based on outside , also completely new material and these

25:36 of things are gonna keep coming up um over and over again.

25:43 So imaging the brain and this is reminder that historically, we really,

25:51 of all couldn't see neurons. So were concerned about staining neurons and glia

25:56 then we were had another obstacle is you cannot see through the brain.

26:02 if you cannot see through the you cannot image deep structures. And

26:08 there was a technique, this new method that was created, it clarifies

26:13 brain makes it transparent. You have absorbing lipids that are replaced with water

26:20 gel. And you use this green protein molecules that now can reveal really

26:27 regions of the brain. So it really help you visualize the brain in

26:33 . So this is what we can experimentally. So experimentally, we have

26:38 imaging, we have molecular imaging, have whole brain activity imaging and we'll

26:43 discussing these techniques. However, this of a imaging when we talk about

26:50 have two major types of imaging in brain. First of all, this

26:54 of imaging that is shown here is and a lot of what we discussed

27:00 far, self specific markers immuno to , molecular profiling, you could argue

27:09 molecular profiling tells you something about the of a specific neuron because it might

27:16 expressing or translating more of a certain , right. But in reality,

27:23 lot of the imaging bulgy stain, stain is static and we are interested

27:30 the functional imaging. And when you about functional imaging and we can do

27:35 static imaging at very high resolutions, can image single synopsis, you can

27:42 look at the cellular level. And really important is that for a long

27:47 , we have been doing recordings in . So we've been recording electrical activity

27:53 neurons like the potential, look the potential minus 65 mill volts. For

28:01 , here it goes through fluctuations and produces an action potential, another action

28:09 and another, it's quiet hyperpolarize, another action function, two action

28:16 Mhm. So we could record this activity and then we had the ability

28:21 stain the cells for with calcium dyes ions specific dyes. And what we

28:26 really interested in is how do we this activity and how do we correlate

28:33 image to the actual electrical activity in ? Because ultimately, this is the

28:40 real high resolution functional output of neurons changes in electrical potentials. But it's

28:46 the only one because this changes of potential do not necessarily reflect changes in

28:55 concentrations. They're correlated highly correlated, it is not what you are.

29:01 what you are recording, you're recording potential. So that's electrophysiology and what

29:07 noticed and what we know is neurons they're actively use oxygen, they use

29:13 lot of blood flow increases to that , the metabolism increases. So how

29:18 glucose they consume increases? We have . Um we can do slow and

29:25 imaging, we can do calcium imaging fluxes of calcium and neurons and

29:31 We can also image voltage that we'll about voltage sensitive dye imaging. We

29:37 also tag receptors with fluorescent or light and see how these receptors move through

29:46 tissue. And so we've discovered, example that remember we talked about these

29:52 receptors. In this case, I'm use ample receptors. So we talked

29:58 these synaptic receptors and these are the for suckers right there at the very

30:10 . These are the synaptic receptor that in the synapse. Ok. And

30:16 the neurotransmitter gets released, they get . So let's say these are.

30:22 then we talked last lecture, we that there are gaba receptors that are

30:28 of the synapsis, extra synaptic. I said they're responsible for the

30:33 And so we talked about the basic versus the Toni. So there are

30:39 amber receptors and other receptors that are synaptic outside the plane outside the

30:46 Then we have the tools to tag receptors, amper receptors. So we

30:53 the tools to visualize the synapse and have the ability to track these receptors

30:59 actually move into the synaptic space in activity dependent manner. And that movement

31:07 actually micrometers over milliseconds. So it's move. And that's how we can

31:18 track the receptor movement through the plasma f synoptic from extra synopsis into the

31:25 as well. So when we're talking static imaging, we're talking about x

31:31 and commuter computer tomography which is It's radiopaque material x-rays are two

31:39 They're great for bone structure. So you have your X ray done uh

31:45 bones for breakage or trauma in the . Uh computer tomography, which won

31:52 Nobel Prize in 1979 hunts fields and for it, computer tomography or CT

31:59 , essentially takes the X rays and X ray source beam now rotates

32:07 So instead of when you go now when you go to a dentist

32:10 , they take the three dimensional CT or three dimensional X ray, sometimes

32:16 scan uh but depending on what they using, but it gives you a

32:23 degree imaging. Now, using X and you have a digital reconstruction of

32:29 image. So you have a very imaging of living brains in three

32:35 In other words, it's noninvasive, individual goes into this apparatus to get

32:40 procedure done. And uh sometimes you want to inject contrast material that's called

32:48 very typical. One is iodine, example, into the blood vessels because

32:54 you can image the blood vessels which appear in darker color versus the tissue

33:01 the bone. So it gives you really good understanding of the structure in

33:06 dimensions throughout deep tissues. Actually using CT uh or computer tomography. Magnetic

33:16 imaging is based on hydrogen atoms responding the brain to perturbations of a strong

33:25 field and actually atoms creating their own fields and they resonate between high their

33:33 resonate between high and low energy states of jumping. And that's the resonance

33:38 in magnetic, there's magnetic coils just you saw. For example, here

33:44 have detectors for x rays. So have magnetic coils for uh recording MRI

33:51 , then not by computer to create imagery. What are the advantages of

33:57 over CT you get more detail with does not require x-ray radiation. So

34:03 all know that you have a uh limited number of times that you can

34:10 X rays during the year. But , it's a limited number of times

34:14 you can have these other procedures, pet scans because you're radioactively labeled.

34:20 it's limited the number of times that can have it a year. It's

34:24 dependent on your condition. Your health does not require brain sli image in

34:31 angle. So really good three dimensional of the structures takes about 15 minutes

34:37 compute the imagery. And after it's through the whole procedure, for

34:42 to do ac T scan of the brain may take about 45 minutes analysis

34:49 15 minutes. And then a radiologist the same day or the next day

34:55 then you get some message from your or something that says that your scan

35:00 been read. And uh the report gets interpreted by an individual diffusion sensor

35:10 which is on the cover of the . It's water diffuses faster along the

35:16 axons rather than the cross. So a diffusion tensor imaging that's what was

35:23 . And diffusion tensor imaging is used reveal the connectivity of the brain.

35:28 really tracking more of the uh water huh imaging of the brain activity.

35:37 , this is still even if you doing this diffusion tensor imaging, it's

35:44 , anatomy, anatomy, no We want to get to the function

35:49 to get to the function, we to go to pet scans. And

35:54 is an image of the pet scan basic principles of imaging brain activity that

36:01 are detecting changes in blood flow and within the brain. In a clinical

36:07 , we do not have a resolution a single cell. Therefore, we're

36:10 at networks of cells that are being , active neurons and active neuronal networks

36:16 demand more glucose and more oxygen. , they will also be drawing more

36:23 to those active regions. And essentially we talk about pet scan, which

36:29 functional imaging or F MRI. And some experimental techniques that we'll discuss

36:36 we are kind of detecting changes in blood flow of blood supply to that

36:41 or metabolism and supply to that So, positron emission tomography or pet

36:48 typically radioactively labeled two deoxy glucose. I do want you to open that

36:56 that I uploaded in the folders because will have a question for you about

37:01 article. A very general question And general question is such that right now

37:07 I'll tell you that it's radioactively labeled deoxy glucose and active neurons consume two

37:15 . We should start wondering which active all active nerves. So that is

37:22 . So it will show me all neurons in certain parts of the

37:27 But what if I'm interested in dopamine ? What if I'm interested in serotonergic

37:37 ? And the question that is a question for you guys is how can

37:43 image, how can you get to a single cell but to a cell

37:53 specificity in pet scans? So what , what are the, is

37:59 is it possible, is it possible image neurons with specific neurotransmitters that express

38:10 neurotransmitters? OK. So I'm gonna you ponder on this so we can

38:15 it uh next time we meet. but it's in the answer is in

38:21 paper that I've uploaded because again, all active neurons that are gonna light

38:31 and I'm interested in cholinergic neurons. , and is this like something that

38:37 an experimental setting and uh nonhuman for example of monkeys baboons or is

38:46 available in a clinical setting to And finally, you know, like

38:52 you think about it, we'll talk Alzheimer's disease, we'll talk about Alzheimer's

38:58 pathology. And one of the big of that we'll talk about in greater

39:02 is beta amyloid accumulation of beta amyloid the cells. Can, can we

39:10 these techniques to track been ambulance. we start picking up early before they

39:19 congregated into these deadly plaques that are essentially neurodegenerative. Can we start detecting

39:29 markers using these techniques? So it's necessarily the specificity of certain cells that

39:35 something but what about radioactively labeling certain ? How can we do that?

39:42 know how, how is this radioactive tag is gonna attach to a

39:48 of interest for us? That's, , that's food for thought limitations of

39:56 scanner be radioactive. You get injected radioactive solution and you're sitting around in

40:05 room for about 45 minutes when you the peak of your radioactivity and then

40:11 get summoned for imaging. So if it's a whole body scan,

40:16 will take over an hour. If a brain or a head scan,

40:21 may take 20 minutes, half an . It just depends basic principles are

40:27 that you have spatial resolution of 5 10 millimeters cubed. So 11 cell

40:37 10 micrometers, the micro viewers. what you're imaging here is your

40:52 this kind of a cube, And this cube is let's say it's

41:00 by five by five millimeters. A mil millimeter is 1000 micrometers. So

41:11 5000 micrometers. So you could technically 500 cells, 500 cells and 500

41:25 . So maybe you can you can that math. What is 500

41:32 It's a lot. I'm gonna do math. I'm curious if it makes

41:40 . No 125 million. So maybe that many cells in this cube,

42:00 maybe it's thousands of cells. Maybe did a, not a little bit

42:09 . Just so food for thought basic , active neurons will demand more glucose

42:18 that's more blood flow, active regions it's gonna get consumed there.

42:23 it's indirect neuronal activity. When we about direct neuronal activity, it's direct

42:30 in neuronal membrane potential. That is the gold standard and the comparison that

42:36 making. OK. Now, functional resonance is ratio of oxyhemoglobin versus deoxy

42:46 . So neurons that uh are sucking a lot of oxygen, they will

42:53 the oxygenated hemoglobin and it will strip off the oxygen and will keep stripping

42:59 faster. So you can look at ratio of how much of it oxygenated

43:05 there's gonna be less of oxygenated hemoglobin the active areas. Changing that ratio

43:12 is now three millimeters cu single image be obtained in seconds or faster.

43:20 noninvasive, nonirradiated pet scan. You still say it's invasive, somebody is

43:27 something into you. It's imaging technique choice. Uh We do need greater

43:34 temple resolution, meaning we need still of these uh seconds. That means

43:42 activity is not real time. That that whatever your imaging happened a few

43:48 ago, maybe 15 seconds ago. that's not really ideal for neurons that

43:55 very fast and they communicate on the of milliseconds and hundreds of milliseconds for

44:01 most part. So better spatial spatial we can drive it down instead of

44:10 millimeters cube to 10 micrometers cube. would be amazing. And a better

44:18 experience because these procedures are difficult in , they have to go into the

44:23 , they have to get radioactive. have to sit in the coil for

44:27 minutes, maybe, uh cannot If you move, you have to

44:32 over the procedure. If you're it's difficult discomfort. If you're a

44:38 , you don't understand. In some , patients have to be anesthetized in

44:43 to go through that procedure. And just because they're so, so anxious

44:47 claustrophobic and going into these magnets and . Ok. So this is a

44:55 of resting state activity and this is discussion that you can read. If

45:03 go into a quiet room, lie and close your eyes, but stay

45:06 . What do you suppose your brain doing? And we've talked about it

45:10 my neuroscience course, because usually when show these brain maps, I get

45:14 question is, do we only use of our brain? Is that

45:18 And that is not true. You use different amounts of your brain depending

45:22 the tasks that your brain is But what happens when you're quiet.

45:28 your brain as busy? Are these maps that we're talking about neuronal network

45:34 ? Are they, are they still ? If your answer is not

45:39 you're probably in good company. So our discussions with various brain systems,

45:45 have described how neurons become active in to incoming sensor information or the generation

45:49 movement. And you can see this active cortical areas through the techniques that

45:56 just discussed, had an F MRI and now we can see resting state

46:05 . So we don't these techniques in clinical setting experimentally when we understood

46:11 oh my goodness, we can let person while they're in a pet

46:15 read something and their occipital lobe lights and we can have them listen to

46:22 and their temporal lobe lights out. this became really cool. How can

46:27 test like directly and more quicker pet is too slow? F MRI is

46:33 too slow but, but it's getting , it's getting there. And we

46:39 now understanding that there are certain regions are quiet and others that are actually

46:44 active. So an important question is if anything does the resting activity

46:54 And there is a obviously a difference the resting state of the brain and

47:01 state. There's also a difference in between different activities that we perform and

47:07 the brain is lighting up or showing these maps. So this activity what

47:19 shows basically is one possibility, both decreases and increases in activity are related

47:25 the task. For example, if person is required to perform a difficult

47:28 task and ignore irrelevant sounds, we accept the visual expect the visual cortex

47:33 become more active and the auditory cortex active, correct. You can block

47:39 out if you need to and you have to use a headphone sometimes.

47:46 we have the ability to shift this . And uh so what is,

47:52 , what is the default network? is the default state? So,

47:59 resting activity might vary randomly from moment moment and person to person and activation

48:05 with behavioral tasks would be so were on this random background. But it's

48:15 interesting discussion I'd like for you to . But two further observations suggest that

48:21 something fundamental and significant about the resting activity. First, the areas that

48:27 decreased activity compared to the resting state consistent when the nature of the task

48:31 changed. So it appears that the is showing decreased activity during behavioral tasks

48:39 always active address and become less active any task. So you have this

48:45 of a spatial interplay of up and activity and redistribution across different networks of

48:53 up and down activity. And sometimes , it's referred to as upstates of

48:58 versus downstate of activity, neuronal So the particular task does not seem

49:06 account for the activity changes. the pattern and the brain activity changes

49:10 consistent across human subjects. How consistent on this level. Meaning what?

49:19 five cubes millimeters, three cubed millimeters an approximate state. That activity is

49:27 you reading in front of pet scan me reading in front of pet scan

49:32 gonna light up the occipital lobe. , the the the devil is in

49:38 details, right. The devil is the connectivity. The devil is in

49:42 individuality of that connectivity that each one us has. And this type of

49:48 does not necessarily even reveal that. yeah, you can say it's

49:52 it's like all of the occipital lobes activated. But then if you get

49:56 more spatial resolution and if you get more temporal resolution will say,

50:01 that person's occipital lobe is dominated by Hertz frequency and the other one is

50:06 37 and it's and it's constant, you can't have that speed of processing

50:14 using these imaging techniques. So another to imagine what a uh resting brain

50:22 does is this term that I really Sentinel State. So Sentinel state is

50:30 that the best analogy is uh a and duty is a soldier on

50:38 doing nothing on guard, really kind not doing anything right? Except that

50:49 are doing, they're waiting for something happen, they're waiting for somebody to

50:54 up at the gate and something like , right, if they're guarding

50:58 So this is kind of a similar you have this Sentinel state and you

51:03 compare the resting brain states to this of uh on guard but not necessarily

51:10 the tasks, not having as much the spatial specificity to what parts of

51:16 brains are activated, but definitely still activity and still performing with another school

51:25 is internal meditation. And that's I where if we could visualize each individual's

51:32 mentation, we would probably understand it's very different pathways and patterns of that

51:38 mentation of neuronal activity. That's what us individual and interpreting sensory stimuli and

51:46 our output out. You go to and you'll see a model and five

51:52 painting that model, they will all a different interpretation, which you'll

51:57 but their visual cortex is built the way and their motor cortex is built

52:01 same way. And you can even people that will be physically the same

52:06 and the same length of fingers. that, you know, you're not

52:09 biased towards the strokes of a pen something like that, you still have

52:15 interpretation and output individual output of, that picture of that activity that's happening

52:25 . OK. Now, how do put these images together? And actually

52:29 does that relate to the, the meng system in particular is that we

52:37 use, for example, multiple techniques order to understand which part of the

52:46 is impaired. And you would do multiple techniques if you wanted to do

52:50 brain stimulation, that means you're implanting electrode inside the brain. That's why

52:55 is not the first one to do . It's been done for many,

52:59 years, but for different purposes. if this individual has Parkinson's disease,

53:06 disease, one of the symptoms of disease is tremors and abnormal movement of

53:16 in particular, but also limbs and becomes very difficult, it becomes very

53:21 to do almost anything to control your to pick up a cup of coffee

53:27 drink it. You cannot just basically if you have these continuous tremors.

53:32 for individual that have these tremors, doctor may suggest to have D BS

53:38 brain stimulation implants. And what they first do is they will take a

53:44 scan of the active areas of the that and in this right here and

53:58 the diffusion sensor imaging because you want determine what parts of the brain,

54:03 to connect it. So if you're to be implanting an electrode driving,

54:07 you want to avoid going through the , you may wanna go on a

54:11 or around the track. If you to get to this area of the

54:17 , finally you have here and uh and, and then you have a

54:28 . So you would do pet sensor , there's a structural MRI and you

54:34 the X ray because you kind of to see the location of everything with

54:38 to the to the bone of the . And all of these techniques are

54:44 be used in order to implant the for deep brain stimulation. Substantia Nigra

54:51 around substantia. Nigra is a target Debra simulation. Uh And what the

54:59 stimulation does is it has a control attached on the outside, it's a

55:05 . And when this controller picks up tremors, it activates the stimulating electrode

55:11 stimulating electrode produces a stimulus and it this abnormal shaking activity. So it

55:18 for individuals to get around much OK. And this generation the frequency

55:25 detection, it's all an iterative process a neurologist and clinician before you get

55:31 the mode that works best for you each individual may have a different stimulation

55:36 mode that they prefer. So these the more detailed descriptions of the imaging

55:45 that we've talked about. I just these for you. And um for

55:53 very last few minutes, we're gonna about experimental imaging and then I'm gonna

55:59 you a cool video and experimentally. in general, like I said,

56:06 interested in all of these scales, interested in the molecular of cellular,

56:12 scale circuit level scale mess copic which larger areas of the brain as is

56:20 here, for example, or Mac understanding how larger areas in the

56:26 it's not a sensory cortex and uh visual cortex may be interacting. And

56:32 , correlating this change in fluorescence because you are imaging activity, you're measuring

56:40 change in fluorescence typically. And that that change in fluorescence with electrical activity

56:48 become very important. And uh one the papers that I have uploaded for

56:53 talks about voltage indicators so that there dyes that are voltage indicators or what

57:00 call voltage sensitive dyes. Uh some them are for example, calcium

57:07 but they can be genetically expressed. so the paper discusses the advantages of

57:14 expressing these jetties versus the voltage sensitive that get applied onto the tissue that

57:22 gonna talk about here. So this a typical voltage sensitive dye. So

57:28 little squiggle, this is a molecule voltage sensitive dye. And if you

57:34 to record macroscopic activity of this area the brain, you'll actually apply the

57:40 onto this patch of the brain and dye is going to incorporate itself in

57:45 membrane of nerves full. But all it. I wanna know what happens

57:52 the allergic. So again, how we get to that specificity? But

57:58 interesting these little squiggles and once one these traces, I can't remember which

58:03 is green and red. Uh The the green one I believe is the

58:08 trace, the red one is the trace So here with these voltage

58:15 this is VM. And if you at delta F over F, you're

58:23 going to see a very similar pattern going to correspond 1 to 1 to

58:34 numbering potential changes. And these are advantages of voltage indicators. And in

58:39 voltage sensitive dyes, the disadvantage of sensitive dyes is that when you do

58:46 application, all of the neurons get with genetically express voltage indicators. There's

58:55 way to express those indicators in specific of cells. Again, we want

59:01 get the specific subtypes of subsets of in the clinical setting with pet

59:07 for example, tagging serotonin. And wanna get it in this experimental

59:14 But this experimental setting is something you do in humans cannot apply dye in

59:19 brain and image their brain. But is really cool. We used to

59:23 a lot of these studies with B set in dies. And the way

59:26 happens is that as I I always through the channel, these little squiggly

59:35 , the dyes change their confirmation as change their confirmation, they glow in

59:40 colors and give out a different delta over F. And just to demonstrate

59:46 the very end

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