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00:00 corn on this computer. All So there's some very interesting things that

00:06 will remind ourselves about and we will about today that we also touched

00:13 And now you understand a lot more compared to when you saw these slides

00:17 your first lecture for example, you certain things about the olfactory system but

00:24 didn't know when you first entered this . Yeah. What we're going to

00:32 about today is some of the aspects the olfactory system that contributes to the

00:38 for COVID-19 virus too enter and infect brain. So the path of physiology

00:47 neural infections in the cns From COVID-19 a phenomenon that is still being characteristic

00:56 surprise because the virus keeps mutating and we have the um the crone version

01:02 seems to be even more aggressive and dating south africa other african countries entering

01:10 europe and North America as well. we're trying to understand basically all of

01:18 mechanisms and all of the damage that virus and different variants of that virus

01:24 causing to the body and the viral entry into the central nervous system

01:32 happen through Vira mia. With virus the blood it's present in the blood

01:39 you have a respiratory infection, you that infection in your lungs, you

01:44 the virus and infect your lungs And understand even more by binding to Ace

01:51 receptors. Okay, these are angiotensin enzyme two receptors and they are present

02:01 multiple organs and multiple cells throughout the and the brain on multiple cells.

02:10 once there is enough virus in the it has this thing called the blood

02:16 barrier that you've learned about. So hoping that that will stop the infection

02:22 the brain from the systemic infection that present in the blood. But it

02:29 always happen. You also know that can enter into the nasal cavity and

02:37 can enter through the crib reform play the olfactory at the psyllium that surrounds

02:47 olfactory receptor cells. These are the ending cells that we talked about to

02:56 the utterance bind and this soda rinse enter. And we talked about the

03:04 circuit of activation of the factor receptor activation of the secondary order olfactory neurons

03:14 the plumeria lie in a factory bomb projection of this into the high water

03:24 centers, the prefrontal cortex and a traveling to the columnists in other areas

03:30 well. So this is a second in which we can enter. But

03:36 understand it in greater detail how hypoxia . What happens when you have respiratory

03:46 problems, you cannot breathe? What to covid 19 patients that have acute

03:53 syndrome? They get placed on the . There's not enough oxygen supply.

04:00 neurons needs to normally operate oxygen need , they need glucose, They need

04:12 blood flow and that is not being . So in the absence of oxygen

04:17 , the heartbeat is also decreased the is not pumping properly. And so

04:23 you have hypoxia damage the lack of that can cause other secondary breaches through

04:31 blood brain barrier or other tissues in brain. So these ace two receptors

04:39 the first kind of a point of for that virus to hang on.

04:43 so I have updated the slides with of the recent information that talks

04:52 For example the symptomatic condition that is the periphery, not in the cns

05:00 anosmia loss of sense of smell and you know many and maybe some of

05:06 that have members or the family or have lost sense of smell if you

05:12 covid and for some it lasts for day or two for others it can

05:18 for weeks just like with other symptoms other problems that this virus causes in

05:25 individuals. So let's have a closer we understand how you have these odorant

05:34 that bind to the to the So remember you have these olfactory receptor

05:40 and these are these foreign cells all and it turns out olfactory receptor neurons

05:50 not express Ace do. But there other cells in the olfactory epithelium

06:02 In that structure and those other cells tacular sellin particularly as one of them

06:08 of a supporting role playing cell and cell. Another some type of cell

06:15 is found in the olfactory epithelium. do Express Ace two Receptors. So

06:24 defenestration is in the skull, in crib reform formation here essentially like a

06:34 entry points along which the virus can crawl along these nerve endings and cannot

06:44 infect these cells but can in fact other 1000 olfactory epithelium and so included

06:53 the figure legend that you can read whole process. I'm not expecting you

06:59 understand the entire process but this is a way that through the sex cells

07:08 through the other cells the sask of passes. Now there is an infection

07:17 to cell infection. Now you can an infection of the or factory receptors

07:26 . And when you have the infection the olfactory receptor cells you lose the

07:30 of smell that causes as the possibility infection progenitor cells requires examination. The

07:40 is to earn close contact with such . So some patients again talk about

07:49 term effects that there's different ways in can affect even this particular circuit here

07:55 we're talking about the longevity and the of that effect. But in any

08:03 what happens is that you lose a of these cilia, a lot of

08:09 nerve endings that are responsible for the perception and you lose it because of

08:15 infection of the olfactory epithelium because of infections in the system calculus house as

08:22 as infections in the in fact there receptor neurons. So now we understand

08:32 it can hope enter into the through nose. We know the structure of

08:38 blood brain barrier. We know that is indeed a feely ourselves and and

08:46 the real cells uh huh. And ethereal cells express ace two receptors and

08:58 neurons and glia express ace two So you have to get to neurons

09:06 glia. But you can reach that brain barrier now by infecting in the

09:12 cells. That's one way that you do it again. Where are the

09:17 two receptors? So we understand this into the olfactory bulb and into the

09:26 . Because once you have this trans infection due to the immune responses from

09:34 substantive Oculus south into the olfactory receptor into the transmission until factor bulb secondary

09:41 cells in the blood. You can trans cellular migration through the endothelial cells

09:50 form the blood brain barrier migration into brain. You can have terra cellular

09:58 , you can have a breach of junctions. So there are inflammatory processes

10:05 again in the following slide included the . So if you have a

10:11 so this is an infection that is direct through the nose. But if

10:16 have a respiratory tract infection already you activation of the immune system and it

10:26 disseminate in the whole blood and the circulatory system. Now it can invade

10:34 these three different mechanisms trans cellular Para cellular migration or fake acidosis by

10:43 cells that is referred to as trojan is a third way in which the

10:50 , the violence can enter into the . Now the cells that are infected

10:57 both pathways, cells infected with SARS type one interference. We haven't talked

11:04 what happens when the cells get infected the brain. What happens then,

11:11 when the cells are infected in the they release interferon, amongst other things

11:17 they should be killed and removed, should be cleaned up like it killed

11:25 debris essentially. Mhm. So infected are eliminated by host immune cells to

11:34 further replication of the spread of SARS two. That's the immune response and

11:39 have that immune response in the brain the immune response is to kill the

11:45 because otherwise the virus is gonna keep , keep going through this trans cellular

11:51 until it will eat you up So this is what happens if you

11:58 normal immune response. If you don't you have compromised immune system, if

12:05 have an immunodeficiency, if you have autoimmune disorder of some sort anything to

12:11 with your immune system not functioning you will now not be able to

12:18 the cells and to fight the virus the spread of the virus and that's

12:23 it's so important that those people that immune compromised immune response systems, you

12:32 immune deficiencies and such actually undergo vaccinations protect themselves carefully. Now there's another

12:45 that talks about neurological involvement in And potential mechanisms you can have overproduction

12:55 cytokine. So what happens when you a blood brain barrier inflammation and when

13:02 have inflammation of glial cells, especially glial cells. Micro glial cells are

13:11 for controlling the pro inflammatory cytokines. so these cytokines, these molecules such

13:18 interleukin is inflammatory molecules and basically this a significant damage. You can now

13:26 inflammation in the brain and in the what it does, it has co

13:34 open these and Trumbo's formation. So another complication. What happens if it

13:42 up your little blood vessels in the ? You can have a rupture of

13:48 blood vessel. So you can have stroke, you can have an ischemic

13:55 , you can have basically lack of and supply of oxygen to certain part

14:00 the brain where the coagulants have formed then binding to ace two receptors.

14:07 have a the immune system activation with possible neuronal necrosis and also neuronal

14:14 So there's both there's programmed cell death is apoptosis and then the crisis which

14:21 basically killing of the cells through through other mechanisms that we're discussing. So

14:29 included the figure legend here, cytokine can damage an intact blood brain barrier

14:36 disrupt normal functioning in cns without the crossing the broadway and barrier from the

14:42 circulation but once it does or if do have it in the cns and

14:48 have the infection and the real cells the microscope you'll have even exacerbated pathology

14:57 these cytokine storms. So it's important here. Cns overview of covid 19

15:11 P. N. S. Overview Covid 19. How is it transferred

15:15 cns now? You know directly respiratory . Direct contact with infected individual inhalation

15:23 the nose indirectly for might surfaces, things and touching your yourself mouth and

15:31 on path of physiology theories, viral into the brain, adverse immune

15:38 We'll talk about these theories and respiratory histological significance. Found hyper dense areas

15:46 ct with ct Computer tomography. Now guys know imaging of the brain scans

15:55 positive testing for COVID-19, headache and is the main symptom. CNN's doesn't

16:04 too bad but they're worse things. stroke. Meningitis. Meningitis is essentially

16:11 of the brain followed by inflammation or condition that is called A.

16:16 E. Any acute necrotizing encephalopathy. is basically an inflammation and immune response

16:24 the brain following an infection. It's a rare type of brain

16:31 It's a philosophy that occurs Sparling of infection. It can occur from some

16:37 the viruses that cause flu It can from some of the viruses that uh

16:45 by insects. Uh huh. Encephalitis ticks it's a politic ticks, you

16:56 about that in certain countries in certain of this country when the breeding season

17:02 really high, people are aware of uh places where ticks highly present.

17:11 ridge is. Okay, so how this is the coagulation. The bleeding

17:18 blood vessels, bleeding of the coagulation of that blood formation of hammer

17:25 inside the brain tissue. Yes. huh. Yeah. Yes.

17:33 So Join us with one. All , meningitis vaccine also a Yes.

17:43 , it's a great question. So would say that the symptomatic SARS stimulate

17:49 meningitis but it's not really the same variants. Meningitis actually can be caused

17:55 both bacteria and viruses and for viruses again a good question. If you

18:03 in those shots that you're referring to , You'll have 13, 16 variants

18:09 year. You look there's probably maybe variants. And so they constantly add

18:15 constantly add up and I guess some them maybe rotate out of fashion because

18:20 there may be no longer around or as humans have conquered our systems are

18:25 , you know, becoming nonresponsive to . Very much foreign faction.

18:31 So it's more on the symptoms Now, treatments. No conclusive

18:36 Of course, there is treatments that more conclusive now, this is an

18:40 from 2020, there's more conclusive treatments , but there is no unified standardized

18:48 for neurological conditions because it's varied effects . It depends which part of the

18:54 which structure, you know, how parts of the brain responsible for different

18:58 now. So obviously you will treat differently. It may affect certain neurotransmitter

19:06 in certain parts of the brain. you would look at a different way

19:12 management. So painkiller is anything that anti inflammatories, anything that reduces inflammation

19:22 typically just management and recovery uh to headaches and vertigo. Um that's a

19:31 if you don't have worsening of COVID-19 . So in the periphery you have

19:38 respiratory droplets and you have, the of physiology is a chemo sensor

19:45 Um there's falling out of hair like on olfactory tissue. You guys know

19:53 about that, right? These are olfactory receptor nerve and that's the cilia

19:58 we're talking about. And you basically saying you lose that. This is

20:02 pathology histology of that, the symptomatic negotiation. So smell blindness or loss

20:11 smell and loss of taste. You happen both. You can lose both

20:18 lot of what your taste is actually of the smell. And you can

20:22 test test yourself if you're in that . The last tests should be sweet

20:31 then spicy, you can taste spicy real trouble. So uh now there's

20:41 major symptoms going on. Barr syndrome Miller fisher syndrome that has to do

20:47 vertigo with balance with, with pressure too. There is no conclusive treatment

20:57 how do you recover the sense of ? Yeah, it's really interesting.

21:02 know, they're gonna be whole special , You know, do you want

21:05 recover your sounds of smile in three or in three days? Can we

21:12 we have these nerve endings that That's the blessing you're saying like wait

21:16 second, you told us you lost the silliest. So they're gone forever

21:20 . But they regenerate. So that's special situation where the hair cell,

21:26 inside the middle air, inner They do not regenerate. But here

21:34 will actually regenerate the stereo Sylvia nerve . So can we regenerate them faster

21:42 you'll subject people to programs of I don't know. No. Again

21:49 when you pick up fishing equipment, don't smell anything, You pick up

21:53 beans, you don't smell anything you the sense of now and the world

21:58 very uh monochrome and boring. When people get infected with COVID-19 do

22:06 always have No, No. That's great question. They don't always have

22:15 PNS and cns. They don't always the cns. It's more common to

22:21 PMS. It's more common to The most common is to have symptoms

22:26 you would consider as your common cold flu symptoms, you know,

22:30 but that cough is a combination of cough with, with, with,

22:37 flagging inside your arms. You you know, some things that you

22:42 have like pneumonia, this is this more common now. It gets to

22:47 cNS infections. It's a real problem infections are more common. Lots of

22:54 smell, lots of case C. . S. Are less common.

23:00 don't think I have a slide on prevalence. You know, just have

23:04 slide of how many with the damage . But so path of physiology of

23:11 nervous system manifestation from chemo sensor dysfunction reaches globality. Conciliate id cells in

23:17 nose virus reaches olfactory mucosa. You inflammatory response you have chemo sensory dysfunction

23:25 to manifest and Austria usually symptoms So that's pretty cool because the reason

23:32 I'm showing you this because this is of a clinical description of what

23:37 But for you, you understand actually cellular and the chemical basis of what

23:46 happening, the circuit of petroleum and on. Top of physiology of cns

23:52 entering to the brain very mia lee the virus to cerebral circulation, virus

24:00 the brain and the olfactory bulb, nasal passage. So that's possible.

24:04 two receptors are recognized by the virus then the filial lining of the

24:10 Breakage of the blood brain barrier causing oedema leakage, essentially abnormal entry on

24:18 the off the blood abnormal entry off things in the blood into the

24:23 possibly apoptosis on cell and brain cells to intracranial pressure and cerebral oedema.

24:30 now you're talking about inflammation swelling potentially pressure and you have now damage and

24:43 that's even worse, cerebral oedema compresses brain stem in alters respiration. So

24:50 you have swelling again, we learned different parts of the brain responsible for

24:55 functions, brainstem is responsible for the functions, respiration, heartbeat. If

25:00 have inflammation here now if you have inflammation of the tissue it starts pressing

25:07 physically on the neuronal circuits are responsible respiration or heart that can start physically

25:15 their impacting the control of the heart and control of the respiration, adverse

25:22 response. Viral invasion could trigger cytokine abundance and this is what we call

25:29 side of keen on inflammatory storms. khan storm potential acute the chronic and

25:38 Philip with the necrotic meaning the cells dying potential a Neil and hemorrhages.

25:47 whenever you have A. D. . A. Whenever you have changes

25:51 the blood spilling in the blood it can lead to these horrible things

25:59 stress loss of oxygen in the So if you have respiratory stress,

26:06 system organ failure, oxygen of course brain is exquisitely and neurons are exquisitely

26:12 to oxygen but other organs also need and you can have respiratory failure essentially

26:18 system organ failure, possible neural injury the brain because if you cut off

26:24 brain from oxygen supply you're starting to neurons and if you have less of

26:31 , less of oxygen. They're not properly. But if you cut it

26:37 it's really bad. So this is sequence and the sequel, which is

26:44 horrible neurological abnormalities have been described in 30% of patients who required hospitalization for

26:53 . So that sort of gets a bit at you answer in a different

26:57 . If you get hospitalized 30% there's possibility there's gonna be a breach of

27:03 . E. N. S. . N. S. 45 of

27:06 with severe Respiratory illness pulsars and 685 those cards acute respiratory disease syndrome.

27:19 essentially the worst you are by the you get to the hospital the higher

27:27 there is that you will form these sick wailua. That's yeah I'm not

27:39 to get serious. Not everyone gets get to CNN no not everyone.

27:48 . One week to, well I again what's the viral load in the

27:55 ? How it entered? A lot the severity of the symptoms seems to

28:01 related to how big was a viral were you interacting with individual or environment

28:10 surface for you know two hours full virus or five minutes. And that

28:16 result in different uh way how it into the system. Food, ingesting

28:25 through your mouth and hailing if it's we're not really talking about swallowing

28:31 So it's interesting. It's not a discussion. It doesn't seem to transfer

28:36 food. It just transfers the uh airborne but it's through the surfaces that

28:44 seem that you should be able to as a surface to me. You

28:57 , it's both, it's the load the state of your immune system and

29:03 immune response and potentially other complications that may be having or inflammation or diabetes

29:11 any condition that will will will impact . Some people get a lot more

29:17 room in common cold virus and So yes, it's both. It's

29:23 variant type. We can see some them are more aggressive than others

29:31 Like what's going on with variants is ? You know, if somebody would

29:37 , okay, it's lab produced virus escaped the variants are what they produced

29:48 of these variants, all of the escaped. This is just a part

29:52 the human interaction with the virus. a part of the evolution virus is

29:57 to kill us. We're trying to a way to kill him back.

30:00 found this way Moderna Pfizer. What ? J and J. They said

30:06 we don't want that. We don't it. We'll make another variant to

30:09 to kill you and take over the say, oh you don't try to

30:14 another RNA vaccine. It's these these . It's like how we humans become

30:22 to the virus. Part of it through immune response such as natural.

30:28 sick with the virus and not dying than this through immunization. I'm part

30:34 it through the collective universal extermination of virus by our immune systems. You

30:44 , just just not, not not sick. A lot of people are

30:48 asymptomatic in the carry a virus. how does that happen? No,

30:54 patients with mild covid, 19 neurological are mostly confined to non specific abnormalities

31:01 as malice, dizziness, headache, of smell taste routinely observed in respiratory

31:07 infections such as influenza. What does mean? That means that flu viruses

31:16 also cause some of these things that talking about loss of smell, loss

31:25 taste. I had twice lost my of smell and once a taste of

31:32 of taste In the last five years a lot of the first time was

31:39 five years ago and this time was three weeks ago and I tested

31:43 proven 19, I don't know, did I have a common flu

31:53 This is what exactly it is. that there are some some of these

31:58 inflammation infection and the epithelium, the that the helium that will lead to

32:04 lots of lots of smile. It's , it's not just just that

32:08 but it's a kind of a distinct that at the beginning when we were

32:14 about Covid, you know, people telling each other get the oxygen monitor

32:20 your finger and then we found oh, the sense of smell.

32:24 everybody's like start smelling things, you , just keep smiling as soon as

32:28 feel like you're not smelling something, know, measure oxygen, get a

32:32 , you know, do something because could be one way in which it

32:38 enters into the system. One way which you could potentially detect it as

32:41 symptom yourself while serious neurological complications have reported in patients with otherwise small

32:50 maintain the most severe complications occurring critically patients and associated with significantly higher

32:57 So, if you have severe neurological , inflammation and emerging than you're in

33:04 , there's a high chance of I think for ventilator in general,

33:08 about 20-25% mortality, right? Meaning one and 41 and five come back

33:16 the ventilator. Um, so and Philip with encephalitis. We talked about

33:23 already infection of the brain again, , inflammation. Sadiq Khan storms You

33:31 me two stroke. See me a of oxygen strokes. Coagulation also can

33:39 to strokes busting up the blood vessel the brain. There are post infectious

33:46 complications. And as you also learning some individuals are also long haulers,

33:54 not even talking about the psychological We're talking about the path of

33:59 neuronal Aspect of COVID 19. But a whole, if you do a

34:06 on bob MMA, there's a whole that talks about the psychological damage from

34:15 19 and especially for the long there's such a thing as intensive care

34:22 neurological manifestations. And part of these real physiological things. You're on a

34:31 . You're potentially in a coma. induced coma. That's a very complicated

34:41 to it's everyday people get into medical coma to save their brains to put

34:47 on ventilator to revive them. But don't always come out of that.

34:55 just by being in the intensive care subjected to all of these things that

35:00 being done to save your life on own will also have a neurological sequel

35:05 follows. And so this concludes our lecture and it is not to scare

35:14 but actually to tell you the facts tell you the mechanisms of action of

35:20 diseases and also to put it within context of things that you've learned nasal

35:27 blood brain barrier. We own your ourselves and the theory ourselves.

35:36 So the last thing that I would to show you today is if you

35:47 are in need really good information as age students you can go to

35:59 H. Libraries and you can go my accounts. You go to your

36:08 log in with your cougar gnats. glad a lot of you know how

36:13 do this. Put your ID. not a secret. Everybody has the

36:19 earliest log in and guess what it . It now allows you to access

36:32 of these different things in the libraries means you can search the library in

36:38 . You can search the greater library were linked to in the medical center

36:45 you can go to databases which are databases under online databases. You can

36:52 things like academic search complete J store man and that's my favorite. So

36:58 can click on Pop Mad and now can search for any topic that you

37:03 like to. Yeah so let's say really interested to follow up on Covid

37:11 and C. N. S. you type it in? Uh

37:17 In research And there is about how returns 76 articles? Not that many

37:30 believe in 76 years, 76 760 articles. Yes but if you

37:38 something like Gaba and cns 3500. it's a rapidly developing field given that

37:50 being around two years as disease. what can we find out here?

38:03 there's 760 articles and you'll say wow did this start actually When did it

38:11 ? 2019. That's when it So this this graph shows you one

38:16 started if you go to Gabba and , When did that start,

38:26 That's a kind of a cool way know. When did we really discover

38:29 molecule and start doing research on How about THC and CNN's 1974.

38:39 was discovered last late 1964. The articles or from 74. So we

38:49 back to Covid again And now. so 760 results and then you say

38:58 wow Professor, do I have to all of these are the questions of

39:04 exam? Well first of all I give you the articles that you need

39:08 you need to know some things that for example, already laid out

39:14 you guys shop on amazon or someplace . So you know how to filter

39:18 tap things, this is just that know and filter by price by brand

39:23 them and this is what you you filter by years. I just

39:27 everything new. Everything new. Just the last how what is new

39:33 40, Okay. Still alive. I want everything that is available for

39:40 for me and if you enter into uhh library system you have a lot

39:47 available for free for you then if don't use your cougar not logging in

39:52 words, pot matt is a public and there's a lot of publicly accessible

39:58 access articles but if you log in the cougar net, your access is

40:04 much wider because through this log in and libraries has agreements with other libraries

40:12 other systems and you can even borrow and find articles that are 100 years

40:19 and you may need to fill out little form In the libraries that you

40:24 get to it and they will email to you within typically 48 hours we

40:29 almost find anything. I'm specifically talking research articles here of course. You

40:36 , you can search for books and like that using the other engines in

40:41 library searches. This is for research . But let's say I really wanna

40:47 everything that's free full text, meaning want to have access to the full

40:51 . Now, I have 358. still alive. What am I interested

40:56 ? Look, it makes it easier you. Books and documents clinical

41:00 not analysis, randomized controlled trials. you talk about clinical trials and randomized

41:08 trials, you're looking for some of hottest newest things that are ongoing right

41:13 . This drug is being tested and two clinical trial for this in this

41:19 review systematic with me. So, articles that our primary research articles but

41:29 clinical trial is a primary research I have this molecule in the lab

41:34 using electrophysiology to study it in the model of a miles of this

41:40 Blah Blah Blah from COVID-19. That's research charter. Call The review article

41:46 in the last two years there's 20 that have been published on electrophysiology and

41:52 infections in the brain. We're now look at what are the major areas

41:57 these 20 articles have been published in last year. That's a review.

42:02 systematic review. Usually something for longer for maybe more articles and in some

42:10 it's comparative to. So it's maybe the concentrations of drugs that are being

42:17 uh for different conditions. So let's you click on the review Now,

42:23 have 114 results. Yeah. And you can click on these articles and

42:31 have three full text articles. That to have the whole article. You

42:35 to download pdf, you can download , you can look and read everything

42:43 oh, guess what? Here's a I showed me. So the way

42:49 I found this is I actually looked About 15, 20 different review articles

42:56 updating this lecture and a speed right some of them. But This one

43:03 like the graphic, you know, coagulation infection in the brain tissue immune

43:14 . And it went along with what talked about two and I found this

43:19 fairly digestible. So I was this is good for for my

43:24 which are, which is you So if it was an advanced audience

43:30 the biochemistry viruses that people probably laughed this review would have to find something

43:36 lot more detail than. So there's lot of these things and this is

43:42 These review articles are secondary uh secondary and you can have books also and

43:51 can write about review articles too. you have books too. So this

43:57 great resource to have and I encourage you saw some interesting information in the

44:04 . If you want to learn something you didn't get enough of have my

44:10 dolls, you can go direct plan still find all of the free

44:17 You can go through your cougar nut and find a lot more free

44:22 That's a great, great resource and lot of times finding your review And

44:29 instead of getting scared about, Oh God, it's 27 pages long.

44:35 and find that figure. Read the . Read the abstract. A lot

44:41 abstracts are going to be parsed out a way that that that are

44:46 So for example just randomly clicking introduction method results, conclusion. So parse

44:55 out what I didn't like that. abstract. If you didn't like this

45:02 previously because it was all one long , You can still parse it out

45:07 find out one figure find out one that speaks to you. So this

45:14 something familiar and now we leave the legend. So say, okay,

45:21 want to Read the conclusions is a way to understand what they concluded.

45:27 can read conclusions and abstract to you can read conclusions which is usually

45:32 paragraphs at the end of any You want to gain insights of what

45:38 do in the future. Almost every will have the challenges section or the

45:45 section or the conclusions will say that still missing data about this molecule doing

45:51 . And this should be the If you're a young researcher looking for

45:56 that it doesn't have, you 15 labs competing for that space.

46:01 your clue. Well, I'm going do something that these smart people have

46:05 in research and wrote a review. in research 2030 combined, probably 100

46:11 between four or five people that are authoring this. And they're saying that

46:16 is probably an interesting trend in the . And this is the conclusion or

46:22 . Everything inconclusive was very interesting to so please use this tool for your

46:30 for anything that you've learned in this that you may want to look up

46:34 gain some more research with a primary radio article research. And other than

46:41 it's been a pleasure to talk about material. Have you in class.

46:47 you in zoom? I'm going to one more review lecture with you guys

46:51 Wednesday in person, although I may dressed very casually or uh for a

47:02 . Uh, so I will blur we'll put a different image of myself

47:07 zoom. No, I'm just kidding . Should be here on Wednesday for

47:11 review. I hope this lecture records I will transfer it as I can

47:17 this computer and we'll stop the recording . See you on

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