Your brain is more than a bag of chemicals David Anderson

so raise your hand if you know someone

in your immediate family or circle of

friends who suffers from some form of

mental illness I thought so not

surprised and raise your hand if you

think that basic research on fruit flies

has anything to do with understanding

mental illness and humans yeah I thought

so I’m also not surprised I can see I

got my work cut out for me here as we

heard from dr. ensel this morning

psychiatric disorders like autism

depression and schizophrenia take a

terrible toll on human suffering we know

much less about their treatment and the

understanding of their basic mechanisms

than we do about diseases of the body

think about it

in 2013 the second decade of the

millennium if you’re concerned about a

cancer diagnosis and you go to your

doctor you get bone scans biopsies and

blood tests in 2013 if you’re concerned

about a depression diagnosis you go to

your doctor and what do you get a

questionnaire part of the reason for

this is that we have an oversimplified

and increasingly outmoded view of the

biological basis of psychiatric

disorders we tend to view them and the

popular press aids and abets this view

as chemical imbalances in the brain as

if the brain were some kind of bag of

chemical soup full of dopamine serotonin

and norepinephrine this view is

conditioned by the fact that many of the

drugs that are prescribed to treat these

disorders like prozac act by globally

changing brain chemistry as if the brain

were indeed a bag of chemical soup but

that can’t be the answer because these

drugs actually don’t work all that well

a lot of people won’t take them or stop

taking them because of their unpleasant

side effects these drugs have so many

side effects because using them to treat

a complex psychiatric disorder is a bit

like trying to change your engine oil by

opening a can

and pouring it all over the engine block

some of it will dribble into the right

place but a lot of it will do more harm

than good now an emerging view that you

also heard about from dr. ensel this

morning is that psychiatric disorders

are actually disturbances of neural

circuits that mediate emotion mood and

affect when we think about cognition we

analogize the brain to a computer that’s

no problem

well it turns out that the computer

analogy is just as valid for emotion

it’s just that we don’t tend to think

about it that way but we know we know

much less about the circuit basis of

psychiatric disorders because of the

overwhelming dominance of this chemical

imbalance hypothesis now it’s not that

chemicals are not important in

psychiatric disorders it’s just that

they don’t bathe the brain like soup

rather they’re released in very specific

locations and they act on specific

synapses to change the flow of

information in the brain so if we ever

really want to understand the biological

basis of psychiatric disorders we need

to pinpoint these locations in the brain

where these chemicals act otherwise

we’re going to keep pouring oil all over

our mental engines and suffering the

consequences now to begin to overcome

our ignorant of the role of brain

chemistry and brain circuitry it’s

helpful to work on what we biologists

call model organisms animals like fruit

flies and laboratory mice in which we

can apply powerful genetic techniques to

molecularly identify and pinpoint

specific classes of neurons as you heard

about an Alan Jones’s talk this morning

moreover once we can do that we can

actually activate specific neurons or we

can destroy or inhibit the activity of

those neurons so if we inhibit a

particular type of neuron and we find

that a behavior is blocked we can

conclude that those neurons are

necessary for that behavior on the other

hand if we activate a group of neurons

and we find that that produces

behavior we can conclude that those

neurons are sufficient for the behavior

so in this way by doing this kind of

tests we can draw cause-and-effect

relationships between the activity of

specific neurons in particular circuits

and particularly havior something that

is extremely difficult if not impossible

to do right now in humans but can an

organism like a fruit fly which is it’s

a great model organism because it’s got

a small brain it’s capable of complex

and sophisticated behaviors it breeds

quickly and it’s cheap but can an

organism like this teach us anything

about emotion like states do these

ordinance even have emotion like States

or are they just little digital robots

Charles Darwin believed that insects

have emotion and express them in their

behaviors as he wrote in his 1872

monograph on the expression of the

emotions in man and animals and my

eponymous colleague Seymour Benzer

believed it as well Seymour is the man

that introduced the use of Drosophila

here at Caltech in the 60s as a model

organism to study the connection between

genes and behavior seem were recruited

me to Caltech in the late 1980s he was

my Jedi and my rabbi while he was here

and Seymour taught me both to love flies

and also to play with science so how do

we how do we ask this question it’s one

thing to believe that flies have emotion

like States but how do we actually find

out whether that’s true or not now in

humans we often infer emotional states

as you’ll hear later today from facial

expressions however it’s a little

difficult to do that in fruit flies

it’s kind of like landing on Mars and

looking out the window of your spaceship

at all the little green men who are

surrounding it and trying to figure out

how do I find out if they have emotions

or not what can we do it’s not so easy

well one of the ways that we can start

is to try to come up with some general

characteristics or properties of emotion

like states such as arousal and see if

we can identify any fly behaviors that

might exhibit some of those properties

so three important ones that I can think

of our persistence gradations and

intensity and valence persistence means

long lasting we all know that the

stimulus that triggers an emotion causes

that emotion to last long after the

stimulus is gone rotations of intensity

means what it sounds like you can dial

up the intensity or dial down the

intensity of emotion of an emotion if

you’re a little bit unhappy the corners

of your mouth turned down and you

sniffle and if you’re very unhappy tears

pour down your face and you might sob

valence means good or bad positive or

negative so we decided to see if flies

could be provoked into showing the kind

of behavior that you see by the

proverbial wasp at the picnic table you

know the one that keeps coming back to

your hamburger the more vigorously you

try to swat it away and it seems to keep

getting irritated so we built a device

which we call a puff oh man in which we

could deliver little grief air puffs to

fruit flies in these plastic tubes in

our laboratory bench and blow them away

and what we found is that if we gave

these flies in the puffs I’m at several

puffs in a row they became somewhat

hyperactive and continue to run around

for some time after the air puffs

actually stopped and took a while to

come to calm down so we quantified this

behavior using look custom locomotor

tracking software developed with my

collaborator Pietro Perona who’s in the

electrical engineering division here

Caltech and what this quantification

showed us is that upon experiencing a

train of these air puffs the flies

appear to enter a kind of state of hyper

activity which is persistent long

lasting and also appears to be graded

more puffs or more intense puffs make

the state last for a longer period of

time so now we wanted to try to

understand something about what controls

the duration of this state so we decided

to use our puffs a mat and our automated

tracking software to screen through

hundreds of lines of mutant fruit flies

to see if we could find any that showed

abnormal responses to the air puffs and

this is one of the great things about

fruit flies there are repositories where

you can just pick up the phone and order

hundreds of vials of flies of different

mutants and screen them in your assay

and then find out what gene is affected

in the mutation so doing this screen we

discovered one mutant that took much

longer than normal to calm down after

the air puffs and when we examined the

gene that was affected in this mutation

it turned out to encode a dopamine

receptor that’s right flies like people

have dopamine and it acts on their

brains and on their synapses through the

same dopamine receptor molecules that

you and I have dopamine plays a number

of important functions in the brain

including an attention arousal reward

and disorders of the dopamine system

have been linked to a number of mental

disorders including drug abuse

Parkinson’s disease and ADHD now in

genetics it’s a little counterintuitive

we tend to infer the normal function of

something by what doesn’t happen when we

take it away by the opposite of what we

see when we take it away so when we take

away the dopamine receptor and the Flies

take longer to calm down from that we

infer that the normal function of this

receptor and dopamine is to cause the

Flies to calm down faster

after the puffs and that’s a bit

reminiscent of ADHD which has been

linked to disorders of the dopamine

system in humans indeed if we increase

the levels of dopamine in normal flies

by feeding them cocaine after getting

the appropriate DEA license oh my god we

find indeed that these cocaine fed flies

calm down faster than normal flies do

and that’s also reminiscent of ADHD

which is often treated with drugs like

ritalin that act similarly to cocaine so

slowly I began to realize that what

started out as a rather playful attempt

to try to annoy fruit flies might

actually have some relevance to a human

psychiatric disorder now how far does

this analogy go as many of you know

individuals afflicted with ADHD also

have learning disabilities is that true

of our dopamine receptor mutant flies

remarkably the answer is yes as Seymour

showed back in the 1970s flies like

songbirds as you just heard are capable

of learning you can train a fly to avoid

an odor shown here in blue if you pair

that odor with a shock then when you

give those trained flies the chance to

choose between a tube with the shock

paired odor and another odor it avoids

the tube containing the blue odor that

was paired with shock well if you do

this test on dopamine receptor mutant

flies they don’t learn their learning

score is zero they flunk out of Caltech

now so that means that these flies have

two abnormalities or phenotypes as we

geneticists call them that one finds an

ADHD hyperactivity and learning

disability now what’s the causal

relationship if anything between these

phenotypes in ADHD it’s often assumed

that the hyperactivity causes the

learning disability the kids can’t sit

still long enough to focus so they don’t

learn but it could equally be the case

that it’s the learning disabilities that

caused the hyperactivity because the

kids can’t learn they look for other

things to distract their attention and a

final possibility is that there

no relationship at all between learning

disabilities and hyperactivity but that

they are caused by a common underlying

mechanism in ADHD

now people have been wondering about

this for a long time in humans but in

flies we can actually test this and the

way that we do this is to delve deeply

into the mind of the fly and begin to

untangle its circuitry using genetics we

take our dopamine receptor mutant flies

and we genetically restore or cure the

dopamine receptor by putting a good copy

of the dopamine receptor gene back into

the fly brain but in each fly we put it

back only into certain neurons and not

in others and then we test each of their

these flies for their ability to learn

and for hyperactivity remarkably we find

we can completely dissociate these two

abnormalities if we put a good copy of

the dopamine receptor back in this

elliptical structure called the central

complex the Flies are no longer

hyperactive but they still can’t learn

on the other hand if we put the receptor

back in a different structure called the

mushroom body the learning deficit is

rescued the Flies learn well but they’re

still hyperactive what that tells us is

that dopamine is not bathing the brain

of these flies like soup rather it’s

acting to control two different

functions on two different circuits so

the reason there are two things wrong

with our dopamine receptor flies that

the same receptor is controlling two

different functions in two different

regions of the brain whether the same

thing is true in ADHD in humans we don’t

know but these kinds of results should

at least cause us to consider that

possibility so these results make me and

my colleagues more convinced than ever

that the brain is not a bag of chemical

soup and it’s a mistake to try to treat

complex psychiatric disorders just by

changing the flavor of the soup what we

need to do is to use our ingenuity and

our scientific knowledge to try to

design a new generation of treatments

that are targeted to specific neurons

and specific regions of the brain that

are affected in particular psychiatric

disorders if we can do that we may be

able to cure these disorders without the

unpleasant side effects putting the oil

back

in our metal engines just where it’s

needed thank you very much

因此,如果您知道

您的直系亲属或朋友圈中

有人患有某种形式的

精神疾病

,请举手

和人类是的,我想

所以我也并不感到惊讶

,因为我们听到博士的消息,我在这里为我完成了工作

。 今天早上,

自闭症

抑郁症和精神分裂症等精神

疾病

对人类

的痛苦造成了可怕的

伤害 如果您担心

癌症诊断并去看

医生,您会

在 2013 年进行骨扫描活检和血液检查

因为我们对精神疾病的生物学基础有一种过于简单化

和日益过时的看法

充满多巴胺血清素

和去甲肾上腺素的汤 这种观点

的前提是许多

用于治疗 t 的药物

像百忧解这样的疾病会通过

改变大脑的化学物质来发挥作用,就好像

大脑确实是一袋化学汤一样,

但这不能成为答案,因为这些

药物实际上并没有那么

好,很多人不会服用它们,或者

由于它们令人不快的副作用而停止服用

这些药物有很多

副作用,因为使用它们来

治疗复杂的精神疾病有点

像试图通过

打开一个

罐子并将其倒在发动机缸体上的

一些来改变你的发动机油 将运球到正确的

位置,但其中很多

弊大于利,现在您

也从博士那里听说了一种新兴观点。 今天

早上的观点是,精神

疾病实际上

是调节情绪情绪的神经回路的紊乱,

当我们考虑认知时会影响我们

将大脑类比为一台

没有问题

的计算机,结果证明计算机

类比对情绪同样有效,

它只是 我们不倾向于那样

想,但我们知道我们

对精神疾病的回路基础

知之甚少,因为

这种化学

失衡假设的压倒性优势现在并不是

化学物质在

精神疾病中不重要,只是

它们不像汤一样沐浴大脑,

而是在非常特定的

位置释放,它们作用于特定的

突触以改变

大脑中的信息流,所以如果我们

真的想了解

精神疾病的生物学基础,我们

需要 查明

这些化学物质在大脑中起作用的位置,否则

我们将继续将油倒在

我们身上

现在开始克服

我们对大脑

化学和大脑回路的作用的

无知,研究我们生物学家

所说的模式生物动物,如果

蝇和实验室老鼠,我们可以在其中

应用强大的遗传技术,

识别和查明

特定类别的神经元,就像您

今天早上听到艾伦琼斯的演讲

一样,而且一旦我们能够做到这一点,我们

实际上可以激活特定的神经元,或者我们

可以破坏或抑制

这些神经元的活动,所以如果我们抑制

特定类型的神经元和 我们

发现一个行为被阻止了 我们可以

得出结论,

另一方面,如果我们激活一组神经元,

并且我们发现这会产生

行为,我们可以得出结论,这些神经元对于该行为是必要的,我们可以得出结论,这些

神经元对于该行为是足够的,

所以在这个 通过进行这种

测试,我们可以得出特定神经

活动之间的因果关系

ns 在特定的电路中

,尤其是在人类身上,即使不是不可能做到,也是极其困难的事情,

但是

像果蝇这样的有机体可以,它是

一个很好的模型有机体,因为它有

一个小大脑,它能够进行复杂

而复杂的行为 繁殖

速度快而且价格便宜,但是

像这样的有机体能教给我们任何

关于情绪的事情,比如国家吗?这些

条例甚至像国家一样有情绪吗?

或者它们只是小型数字机器人

查尔斯达尔文认为昆虫

有情绪并在其行为中表达它们,

正如他在 他 1872 年发表的

关于

人类和动物情绪表达的专着和我的

同名同事 Seymour Benzer 也

相信这一点,Seymour

是 60 年代在加州理工学院引入果蝇作为

研究基因和基因之间联系的模式生物的人。

行为似乎是

在 1980 年代后期将我招募到加州理工学院的,

当他在这里时,他是我的绝地武士和我的拉比

d Seymour 教会了我爱苍蝇

和玩科学,所以

我们如何提出这个问题

,相信苍蝇有

像国家一样的情感是一回事,但我们现在如何真正

找出人类身上是否真的如此

我们经常从面部表情推断情绪状态,

就像你今天

稍后会听到的

那样 它并试图弄清楚

我如何才能发现他们是否有情绪

我们能做什么 这不是那么容易

我们可以开始的方法之一

是尝试提出情绪的一些一般

特征或属性,

如状态 例如唤醒,看看

我们是否可以识别出任何

可能表现出其中一些特性的飞行行为,

所以三个重要的,我可以

认为我们的持久性等级和

强度和效价持久性意味着

长 持久我们都知道

,触发情绪的刺激会导致

这种情绪在刺激消失后持续很长时间

强度的

旋转意味着听起来你可以

调高或调低

情绪的情绪强度

有点不开心 嘴角

弯下 抽抽抽吸 如果非常不开心 眼泪会

从脸上流下来 你可能会抽泣

在野餐桌上看到众所周知的黄蜂的那种行为你

知道那个不断回到

你的汉堡包的行为你越用力地

试图拍打它,它似乎

总是变得烦躁所以我们制造了一个

我们称之为的设备 哦,伙计,我们

可以

在实验室工作台上的这些塑料管中向果蝇

吹气,然后将它们吹走

,我们发现如果我们

在 puf 中给这些苍蝇 fs 我连续抽了几

口烟,它们变得有些

过度活跃,并

在喷气

实际上停止并需要一段时间

才能平静下来后继续跑来跑去一段时间,因此我们

使用开发的外观自定义运动

跟踪软件量化了这种行为 我的

合作者 Pietro Perona 在加州理工学院的

电气工程部门工作

,这个量化

向我们展示的是,在经历

一连串的这些空气喷射后,苍蝇

似乎进入了一种持续持久的过度活动状态

,而且似乎也是 分级

更多的抽吸或更强烈的抽吸

使状态持续更长的

时间,所以现在我们想尝试

了解控制

这种状态持续时间的因素,因此我们

决定使用我们的抽吸垫和我们的自动

跟踪软件进行筛选 通过

数百行突变果蝇

,看看我们是否能找到任何对吹气有

异常反应的果蝇,

这是开启的 e 关于

果蝇的好处有一些存储库,

您可以在其中拿起电话并订购

数百瓶不同

突变体的果蝇并在您的测定中对其进行筛选

,然后找出突变中受影响

的基因,因此进行此筛选 我们

发现了一种突变体,它在吹完空气

后需要比正常时间长得多的时间才能平静

下来,当我们检查

在这种突变中受影响的基因时,

结果发现它编码了一种多巴胺

受体,这种受体就像人

有多巴胺一样,它作用于他们的

大脑 通过与你我相同的多巴胺受体分子在它们的突触上,

多巴胺

在大脑中发挥着许多重要功能,

包括注意力唤醒奖励

和多巴胺系统紊乱

与许多精神

疾病有关,包括药物滥用

帕金森病 多动症现在在

遗传学中有点违反直觉,

我们倾向于

通过不存在的东西来推断某些东西的正常功能 当我们

把它拿走时,会发生与我们拿走它时看到的相反的

情况,所以当我们

拿走多巴胺受体时,苍蝇

需要更长的时间才能平静下来,我们

推断这种

受体和多巴胺的正常功能是导致 如果我们在获得适当的 DEA 许可证后通过喂食可卡因来增加正常苍蝇的多巴胺水平,那么

苍蝇在抽吸后会更快地平静下来

,这有点

让人想起 ADHD,这

与人类多巴胺系统的紊乱有关

天哪,我们

确实发现这些喂食可卡因的苍蝇

比正常苍蝇平静下来的速度更快

,这也让人想起多动症

,它通常用利他林等药物治疗,这种药物的

作用类似于可卡因,所以

我开始意识到一

开始是相当好玩的

试图惹恼果蝇的尝试

实际上可能与人类

精神疾病

有关 患有多动症的人也

有学习障碍是真的

,我们的多巴胺受体突变体苍蝇

显着答案是肯定的,正如西摩

在 1970 年代所展示的那样,

就像你刚刚听到的鸣禽一样,苍蝇

能够学习,你可以训练苍蝇来避免

这里显示的气味 如果您将

这种气味与电击配对,则为蓝色,那么当您

让那些训练有素的苍蝇有机会

在具有电击

配对气味的管子和另一种气味之间进行选择时,它会避免

包含与电击配对的蓝色气味的管子,

如果您这样做的

话 对多巴胺受体突变

果蝇的测试他们不知道他们的学习

分数为零,他们现在从加州理工学院退学了,

这意味着这些果蝇有

两种异常或表型,正如我们

遗传学家所说的那样,一种发现

多动症多动症和学习

障碍现在是什么

如果多动症的这些表型之间有任何因果关系

,通常

认为多动症会导致

孩子无法静坐的学习障碍

l 足够长的时间来集中注意力,这样他们就不会

学习,但同样可能

是学习障碍

导致了多动症,因为

孩子们无法学习,他们会寻找其他

东西来分散他们的注意力,

最后一种可能性是

学习障碍和多动之间根本没有关系,

它们是由 ADHD 中的一种常见潜在

机制

引起的 为了深入研究

果蝇的大脑并开始

使用遗传学解开它的电路,我们

采用我们的多巴胺受体突变果蝇

,我们通过将多巴胺受体基因的良好副本放回果蝇大脑,从基因上恢复或治愈

多巴胺受体,

但在 每只苍蝇,我们只将其

放回某些神经元而不是其他神经元

,然后我们测试

每只苍蝇的学习能力

和多动能力 值得注意的是,我们发现

如果我们将多巴胺受体的良好副本

放回这个

称为中央复合体的椭圆结构中,我们可以完全分离这两种异常

,苍蝇不再

过度活跃,但

另一方面,如果我们将 受体

回到称为蘑菇体的不同结构

中 学习缺陷得到

拯救 苍蝇学得很好,但它们

仍然过度活跃 这告诉

我们多巴胺并没有

像汤一样沐浴这些苍蝇的大脑,而是

在控制两种不同的

功能 在两个不同的电路上,所以

我们的多巴胺受体有两个问题的原因

是同一个受体在大脑

的两个不同区域控制两种不同的功能,

我们不知道人类多动症是否同样如此,

但这些 各种结果

至少应该使我们考虑这种

可能性,因此这些结果使我和

我的同事比以往任何时候都更加确信

大脑不是一袋化学

汤 试图通过改变汤的味道来治疗

复杂的精神疾病是错误的

我们

需要做的是用我们的聪明才智

和科学知识来尝试

设计新一代

针对特定神经元

受特定精神疾病影响的大脑特定区域的治疗

方法 如果我们能做到这一点,我们可能

能够治愈这些疾病,而不会产生

令人不快的副作用,将油

放回我们的金属引擎中

需要非常感谢