Reimagining Mental Health Diagnosis

let me start with a statistic

if you think about all the people that

you know one out of every four has

serious mental illness and among those

that do

given that many of you are young people

it’s important to know

that three out of every four

that develop mental illnesses have their

onset before age 25.

so given that these illnesses begin

early and often last

many years it’s important to get the

diagnosis right

so the main point i am going to make

here is that the way

mental health diagnoses are made has a

problem

and this problem can be addressed by

rethinking or

reimagining our approach to mental

health diagnosis

and making a diagnosis that is valid

actually improves lives maybe even saves

lives

let me illustrate this point by first

thinking about how

doctors generally think in medicine

many years ago i had just come back from

abroad

and i had been experiencing some

symptoms of

chest discomfort and stomach discomfort

nausea no appetite

being a doctor myself i kind of thought

it is just an

indigestion it will go away and they

didn’t do anything for a couple of days

the symptoms got

really worse i ended up in the emergency

room and the doctors when they

see a middle aged man walking in with a

chest discomfort the first thing to

think about is whether i was having a

heart attack

and they took me to the cath lab and did

an ecg an electrocardiogram of the heart

electrical wave recording which turned

out to be

normal so then they put that spotlight

on

my the rest of my body and found that i

was actually growing

bacteria in my blood and my liver

enzymes were up

so i might have some kind of a

gastrointestinal problem they

started me on antibiotics and i got

better and i’m here to

talk to you about this today

now in psychiatry doctors do it a bit

differently

so i’ll illustrate that point by a young

woman that i took care of many years ago

sort of early in my career

let’s call her mary i asked mary

she had come to me after being seen by

many other psychiatrists

she had not accepted treatment and asked

her

why are you here mary what brings you to

my clinic

she said i have been having some

attention problems can’t concentrate in

my school

all through my childhood and in middle

school i began having anxiety and panic

attacks

in high school i started having some

depression in college i began having

some mood swings and over the last

couple of years

i have been having some thinking

difficulties some paranoia confusion

some memory problems so i asked her mary

what did the doctors tell you your

diagnosis says

she said initially they called i have

adhd and then they said i have an

anxiety disorder then they said i have a

major depressive disorder

and more recently that they said i have

a bipolar disorder and

last year they said i might have

schizophrenia

so she then asked the question what do

you think

can you come up with a diagnosis that i

don’t already know

all doctors have basically been

restating my symptoms

in technical terms and calling it a

diagnosis

so can you prove that i have

schizophrenia by a

brain scan or a blood test can you give

me a diagnosis that helps me

understand the nature of my brain

problem

can you tell me give me a diagnosis that

tells me

that i am on the right treatment these

are

sobering questions that many other

patients have asked me throughout

my career mary is not the only one in

fact the whole field of psychiatry is

under criticism because we don’t have a

very good answer for these kind of

questions

why do we make a diagnosis in the first

place what you see here

is the bible of psychiatry which we call

the dsm

or diagnostic statistical manual of

mental disorders

this is a good document everybody uses

it around the world

because the dsm gives us criteria

to make diagnosis of almost every mental

disorder

these criteria give us a kind of a

useful shorthand

so that we can communicate accurately

between doctors about

describing the same individual with

symptoms of the same kind

in the same diagnostic terms which is

important

both for communication between doctors

as well as for communication with

insurance companies and legal people and

so forth

but what the diagnostic terms in dsm

does not tell us is what the underlying

illness is

so while it has it is reliable and

consistent

these categories may not be valid they

may not be telling as much about the

underneath underlying disease

so let me explain to you the two

two terms reliability and validity in

this cartoon

on the left what you see is this man

shooting an arrow consistently to the

same point on the target board

but missing the bull’s eye so it’s

highly reliable

but not valid but on the other hand on

the right side what you see

are all the arrows are hitting the same

spot

reliable and also they are hitting the

bulls high so they’re valid

so the important point is that in

psychiatry we need diagnoses that are

both reliable

and valid

how do we move towards more

validity in psychiatric diagnosis

after all all mental disorders one way

or the other

have a relationship to something or the

other in

going wrong in the brain all major

mental disorders

the organ of the speciality of

psychiatry is the brain

just like it is the heart for the

ecology cardiologists

and the kidney for the nephrologists but

psychiatrists are somehow

shy to look at the organ of their system

namely the brain when they make their

diagnosis

when you have a trouble with your car

and you take it to a mechanic the

mechanic looks under the hood

and looks at whether the engine is the

problem or it is the cooling system and

so on this

psychiatrist could do the same thing in

the last several years

there have been exciting new discoveries

of different kinds of brain scans

which i have shown here in this slide

the cartoon that

i drew myself and the bottom right is

the

mri scan which gives you exquisite

pictures of the structure

function and maybe chemistry of the

brain

and in the middle what you see is the

electroencephalogram

which is the way just like the ecg of

the head

using electrodes in a completely safe

manner

you can get electrical recordings of the

brain’s activity

and thereby look at the functioning of

the brain

now how can we apply these kind of tests

or

biomarkers as we call them in

psychiatric disorders let’s go back to

the same kind of symptoms that i

presented with

if someone like me walked into the

emergency room

with a stomach upset and nausea and

appetite

and they simply said you have an

indigestion take these pills and go home

i would probably be dead by now but

rather than that

the doctors did an ecg ruled out heart

disease

and then looked elsewhere in my body

and examined my blood and the

gastrointestinal system and came up with

a diagnosis of a

gastrointestinal infection that was

causing

a bacteremia an increase in bacteria in

the blood

that’s the way medicine should proceed

but

let’s see how we might apply this to

psychiatry

so beginning many years ago a number of

researchers including our own group in

boston have been looking at

a large number of people with severe

mental illness psychotic disorders

and asking the question whether the

different dsm categories like

schizophrenia and schizoaffective

disorders

might differ in their biomarkers so we

examined this population on whom we had

electrophysiological data like eeg

and cognitive test data and we first

asked the question

whether the three diagnostic groupings

namely schizophrenia schizophrenia

and bipolar disorders showed any

differences in terms of their biology

but the answer was a resounding no

all of these disorders looked pretty

much similar in terms of their brain

abnormalities so we scratched our heads

and took a different approach

why not just ignore the symptoms and

apply machine learning

to these biomarker data across

nearly 2 000 people and whether we can

come up with

different kinds of categories that may

make more sense

and indeed we came up with three

biological categories based on sets of

biomarkers which we call them biotypes

which had no resemblance to the dsm

categories that we

had been all along using

why is that important you might remember

i said

our patient mary had asked the question

can you

take a brain picture and tell me that i

have

a particular disease with a particular

brain abnormality

and you can you prove that i have

schizophrenia using

brain scans and when you look at

our own scans in these data sets whether

it is schizophrenia or bipolar disorder

or schizoaffective disorder they don’t

seem to look different

and a particular brain structure called

the hippocampus

a tiny structure which we can now

examine in exquisite detail by modern

neuroimaging techniques

the hippocampus which is important for

memory thinking and belief formation

did not differ between the symptom

categories of schizophrenia

schizophrenia or bipolar disorders

but if you look at them the same

structure

across the three biotypes the

differences were like day and night

biotype 1 is characterized by a

prominent hippocampal abnormality which

might explain

her illness better than anybody else’s

illness so there might be different

subtypes which are different

biologically now our patient might ask

the question how does it make a

difference

for my treatment now when we do

categorize

illnesses based on their biology

we also understand what the

physiological

signatures or fiddle the physiological

alterations that lie underneath these

we have discovered that biotype 1 is

characterized

by a diminished response of

nerve cells or neurons to sensory

stimulation

you can call it an underactive brain

by contrast biotype 2

is characterized by an inefficient

overactivity of

these neurons in response to sensory

stimuli

biotype 3 we did not find much

differences from healthy people

so it’s quite possible that the biotype

1 patients

might respond to treatments that enhance

brain activity like brain exercises

cognitive training

also some medicines like clozapine which

may increase increased brain

electrophysiological activity

in contrast biotype 2 which is

characterized by

over reactive inefficient brain

what you need are treatments that calm

these nerves

it may be certain medicines like

welprovate

or it may be certain newer treatments

what we call

neuromodulation an example of that is

transcranial magnetic stimulation which

can suppress

inefficient overactivity biotype 3

which does not seem to show much brain

changes

but still they have symptoms it’s quite

possible

that they may respond to smaller doses

of medications

maybe they need psychotherapy much more

and a good follow-up

i’m going to end with this point that

making a valid

diagnosis has value a valid diagnosis

has value first of all it will tell you

more about the underlying illness

and second of all knowing what the

underlying illness

is would help the doctors to discover

better treatments

and also to match the existing

treatments

in the correct way to the correct

patient in other words

personalize the treatments to the

individual patients

situation and finally

mental health disorders are highly

stigmatized it’s a major barrier in

their recovery stigma is because

quite often they either blame themselves

or the society

for these illnesses but if only we knew

and if our patients

know that there are certain brain

circuitry alterations

that can explain their illness it is

likely

very likely to reduce stigma and improve

their

engagement in treatment thank you

让我从一个统计数据开始,

如果您考虑一下所有

您认识的人,每四个人中就有一个患有

严重的精神疾病,而在那些确实患有严重精神疾病的人中

鉴于你们中的许多人都是年轻人

,重要的是要

知道每四个

人中就有三个患有严重的精神疾病。 精神疾病

在 25 岁之前发病。

因此,鉴于这些疾病很

早就开始并且通常持续

多年,因此正确诊断很重要,

所以我要在这里提出的主要观点

是,

精神健康诊断的方式存在

问题

这个问题可以通过

重新思考或

重新想象我们的心理健康诊断方法来解决

,做出有效的诊断

实际上可以改善生命甚至可以挽救

生命

让我首先

考虑一下

医生在多年前对医学的普遍看法来说明这一点

刚从国外回来

,我一直在经历一些

胸部不适和胃部不适的症状

恶心 没有胃口

做医生 我自己,我有点认为

这只是

消化不良,它会消失,他们

几天没有做任何事情,

症状变得

非常严重

,当他们

看到一个中年男子走进来时,我最终进入了急诊室和医生

胸部不适,首先要

考虑的是我是否

心脏病发作

,他们带我去了导管室,做

了心电图,心电图记录的心脏

电波记录

结果是

正常的,所以他们把焦点放在了聚光灯下

我身体的其他部位,我发现

我的血液中实际上正在滋生细菌,而且我的肝

酶升高了,

所以我可能有某种

肠胃问题,他们

开始给我服用抗生素,我

好转了,我来这里

谈谈 今天跟你们谈谈,

现在精神病学医生的做法有点

不同,

所以我会用我多年前照顾的一位年轻女性来说明这一点,

她在我职业生涯的早期就叫她玛丽吧,我问玛丽,

她有过合作 在被许多其他精神科医生看到后,我对我说

她没有接受治疗并问

你为什么在这里玛丽是什么把你带到

我的诊所

她说我一直有一些

注意力问题在

我的

整个童年时期都无法集中在我的学校里

初中时,我开始焦虑和恐慌,

在高中时我开始有些

抑郁,我开始

有些情绪波动,在过去

的几年里,

我一直有一些思维

困难,一些偏执狂,

一些记忆问题,所以我问她 玛丽

医生告诉你什么你的

诊断说

她说最初他们打电话给我有

多动症然后他们说我有

焦虑症然后他们说我有

重度抑郁

症最近他们说我

有双相情感障碍

去年 他们说我可能患有

精神分裂症,

所以她接着问了一个问题,

你认为

你能提出一个

我还不知道的诊断吗?

医生基本上一直

在用技术术语重述我的症状并称之为

诊断,

所以你能通过

脑部扫描或血液检查证明我患有精神分裂症你能给

我一个诊断,帮助我

了解我的大脑问题的性质

你能告诉我吗 我给我一个诊断,

告诉我我正在接受正确的治疗 这些

是许多其他

患者在我整个

职业生涯中问过我的发人深省的问题 事实上,玛丽并不是唯一一个,

整个精神病学领域都

受到批评,因为我们没有

对这类问题有一个很好的答案

为什么我们首先要做出诊断

你在这里看到的

是精神病学圣经,我们

称之为 dsm

或精神障碍诊断统计手册

这是一个很好的文档,每个人都在使用

它 世界,

因为 dsm 为我们提供了

诊断几乎所有精神

障碍的

标准,这些标准为我们提供了一种

有用的速记,

以便我们可以交流

在医生之间准确地

描述同一个人以相同的诊断术语描述具有相同症状的同一个人,

这对于医生之间

以及与

保险公司和法人的交流

等都很重要,

但 dsm 中的诊断术语

没有什么 告诉我们潜在的疾病是什么,

虽然它是可靠且

一致的,但

这些类别可能无效,它们

可能无法充分说明

潜在的潜在疾病,

所以让我向您解释这

两个术语的可靠性和有效性

左边的漫画你看到的是这个人

一直

在向目标板上的同一点射箭,

但没有射中靶心,所以它

非常可靠

但无效,但另一方面,

在右边你看到的

是所有的箭头 击中了可靠的同一个

位置

,而且他们击中了

多头,所以它们是有效的,

所以重要的一点是在

精神病学中 尝试我们需要

既可靠

又有效的

诊断

毕竟所有的精神障碍

都以某种方式与大脑中出现问题的某种事物或其他事物有关,我们如何在

精神

疾病诊断中提高有效性 精神病学的专长

是大脑

,就像

生态心脏病学家的心脏

和肾病学家的肾脏一样

带着你的车

,你把它带到机械师那里,

机械师在引擎盖

下看,看看是发动机有

问题还是冷却系统有问题,

等等,这位

精神病医生在过去几年里也可以做同样的事情,

令人兴奋

不同类型脑部扫描的新发现

,我在这张幻灯片中展示了

我自己画的卡通,右下角是

先生 我扫描它可以为您提供

结构

功能的精美图片,也许还有大脑的化学成分

,在中间,您看到的是

脑电图

,就像头部的心电图一样

,以完全安全的方式使用电极,

您可以获得电记录

大脑的活动

,从而现在看看大脑的

功能我们如何应用这些测试

生物标志物,因为我们称之为

精神疾病让我们回到像我这样的人走进来时出现

的同样类型的症状

急诊

室胃部不适,恶心和

食欲不振

,他们只是说你

消化不良,吃这些药回家吧

我的身体

,检查了我的血液和

胃肠系统,并得出了

一个导致细菌的

胃肠道感染的诊断

eremia 血液中细菌的增加

这是医学应该进行的方式,

让我们看看我们如何将其应用于

精神病学,

所以从多年前开始,

包括我们自己在波士顿的小组在内的许多研究

人员一直在研究

大量患有严重疾病的人

精神疾病精神病性障碍,

并询问

不同的 dsm 类别(如

精神分裂症和分裂情感

障碍)

是否可能在其生物标志物上有所不同,因此我们

检查了我们拥有

电生理数据(如脑电图

和认知测试数据)的这一人群,我们首先

询问三个诊断是否

精神分裂症精神分裂症

和双相情感障碍的分组

在生物学方面显示出任何差异,

但答案是响亮的,不是

所有这些疾病

在大脑异常方面看起来都非常相似,

所以我们摸不着头脑

并采取了不同的方法

为什么不只是忽略 症状和

应用机器 l

从近 2 000 人的这些生物标志物数据中获得收益,

以及我们是否可以

提出可能

更有意义的不同类别

,事实上,我们提出了

基于

生物标志物集的三个生物类别,我们称之为

生物型,与

我们

一直在使用的 dsm 类别

为什么那么重要你可能记得

我说过

我们的病人玛丽问过这个问题

你能

拍一张大脑照片并告诉我我

患有一种特定的

大脑

异常疾病吗?你可以吗? 使用脑部扫描证明我患有

精神分裂症

,当你

在这些数据集中查看我们自己的扫描时,

无论是精神分裂症、双相情感障碍

还是分裂情感障碍,它们看起来并没有

什么不同,

而且一种叫做海马体的特定大脑结构

一个微小的结构,它 我们现在可以

通过现代

神经成像技术详细检查

对记忆很重要的海马体

国王和信念形成

在精神分裂症或双相情感障碍的症状类别之间没有差异,

但如果你观察它们

,三种生物型的结构相同,

差异就像白天和黑夜

生物型 1 的特征是

明显的海马异常,这

可能解释

了她 疾病比任何人的

疾病都好,所以现在可能有不同的

亚型,在生物学上是不同的

我们发现,生物型 1 的

特征

神经细胞或神经元对感觉

刺激的反应减弱,

您可以将其称为活动不足的大脑

,相比之下,生物型 2

的特征是

这些神经元在反应中效率低下且过度活跃 森 sory

stimuli

biotype 3 我们没有发现

与健康人有太大差异,

因此 biotype

1 患者很

可能会对增强大脑活动的治疗产生反应,

如大脑锻炼

认知训练

以及一些药物如氯氮平,这

可能会增加

对比生物型的大脑电生理活动 2 其

特点是

过度反应低效的大脑

你需要的是平静

这些神经的治疗

它可能是某些药物,如

welprovate

或者它可能是某些更新的治疗

我们称之为

神经调节的一个例子是

经颅磁刺激,它

可以抑制

低效的过度活动生物型 3

这似乎没有显示出太多的大脑

变化,

但他们仍然有症状很

可能他们可能会对较小剂量

的药物有反应

也许他们需要更多的心理治疗

和良好的后续行动

我将以这一点结束

有效的

诊断具有价值 id 诊断

具有价值,首先它会告诉您

更多有关潜在疾病的信息

,其次,了解

潜在疾病

是什么将有助于医生发现

更好的治疗方法

,并以正确的方式将现有的

治疗

方法与正确的

患者相匹配 换句话说

,根据

个体患者的

情况个性化治疗,最后

精神健康障碍被高度

污名化,这是他们康复的主要障碍

污名化是因为

他们常常

这些疾病归咎于自己或社会,但如果我们知道

并且如果我们的患者

知道的话 有某些大脑

回路的

改变可以解释他们的疾病 这

很可能会减少耻辱感并提高

他们

对治疗的参与度 谢谢