How designing brandnew enzymes could change the world Adam Garske

Translator: Ivana Korom
Reviewer: Krystian Aparta

Growing up in central Wisconsin,
I spent a lot of time outside.

In the spring, I’d smell
the heady fragrance of lilacs.

In the summer, I loved
the electric glow of fireflies

as they would zip around on muggy nights.

In the fall, the bogs were brimming
with the bright red of cranberries.

Even winter had its charms,

with the Christmassy bouquet
emanating from pine trees.

For me, nature has always been
a source of wonder and inspiration.

As I went on to graduate school
in chemistry, and in later years,

I came to better understand
the natural world in molecular detail.

All the things that I just mentioned,

from the scents of lilacs and pines

to the bright red of cranberries
and the glow of fireflies,

have at least one thing in common:

they’re manufactured by enzymes.

As I said, I grew up in Wisconsin,
so of course, I like cheese

and the Green Bay Packers.

But let’s talk about cheese for a minute.

For at least the last 7,000 years,

humans have extracted a mixture of enzymes

from the stomachs of cows
and sheep and goats

and added it to milk.

This causes the milk to curdle –
it’s part of the cheese-making process.

The key enzyme in this mixture
is called chymosin.

I want to show you how that works.

Right here, I’ve got two tubes,

and I’m going to add chymosin
to one of these.

Just a second here.

Now my son Anthony,
who is eight years old,

was very interested in helping me
figure out a demo for the TED Talk,

and so we were in the kitchen,
we were slicing up pineapples,

extracting enzymes from red potatoes

and doing all kinds of demos
in the kitchen.

And in the end, though,

we thought the chymosin demo
was pretty cool.

And so what’s happening here

is the chymosin
is swimming around in the milk,

and it’s binding to a protein
there called casein.

What it does then
is it clips the casein –

it’s like a molecular scissors.

It’s that clipping action
that causes the milk to curdle.

So here we are in the kitchen,
working on this.

OK.

So let me give this a quick zip.

And then we’ll set these to the side
and let these simmer for a minute.

OK.

If DNA is the blueprint of life,

enzymes are the laborers
that carry out its instructions.

An enzyme is a protein that’s a catalyst,

it speeds up or accelerates
a chemical reaction,

just as the chymosin over here
is accelerating the curdling of the milk.

But it’s not just about cheese.

While enzymes do play an important role
in the foods that we eat,

they also are involved in everything
from the health of an infant

to attacking the biggest
environmental challenges

we have today.

The basic building blocks of enzymes
are called amino acids.

There are 20 common amino acids,

and we typically designate them
with single-letter abbreviations,

so it’s really an alphabet of amino acids.

In an enzyme, these amino acids
are strung together,

like pearls on a necklace.

And it’s really the identity
of the amino acids,

which letters are in that necklace,

and in what order they are,
what they spell out,

that gives an enzyme its unique properties
and differentiates it from other enzymes.

Now, this string of amino acids,

this necklace,

folds up into a higher-order structure.

And if you were to zoom in
at the molecular level

and take a look at chymosin,
which is the enzyme working over here,

you would see it looks like this.

It’s all these strands and loops
and helices and twists and turns,

and it has to be in just
this conformation to work properly.

Nowadays, we can make enzymes in microbes,

and that can be like a bacteria
or a yeast, for example.

And the way we do this
is we get a piece of DNA

that codes for an enzyme
that we’re interested in,

we insert that into the microbe,

and we let the microbe use
its own machinery, its own wherewithal,

to produce that enzyme for us.

So if you wanted chymosin,
you wouldn’t need a calf, nowadays –

you could get this from a microbe.

And what’s even cooler, I think,

is we can now dial in
completely custom DNA sequences

to make whatever enzymes we want,

stuff that’s not out there in nature.

And, to me, what’s really the fun part

is trying to design an enzyme
for a new application,

arranging the atoms just so.

The act of taking an enzyme from nature
and playing with those amino acids,

tinkering with those letters,

putting some letters in,
taking some letters out,

maybe rearranging them a little bit,

is a little bit like finding a book

and editing a few chapters
or changing the ending.

In 2018, the Nobel prize in chemistry

was given for the development
of this approach,

which is known as directed evolution.

Nowadays, we can harness
the powers of directed evolution

to design enzymes for custom purposes,

and one of these is designing enzymes
for doing applications in new areas,

like laundry.

So just as enzymes in your body

can help you to break down
the food that you eat,

enzymes in your laundry detergent

can help you to break down
the stains on your clothes.

It turns out that about
90 percent of the energy

that goes into doing the wash

is from water heating.

And that’s for good reason –

the warmer water
helps to get your clothes clean.

But what if you were able
to do the wash in cold water instead?

You certainly would save some money,

and in addition to that,

according to some calculations
done by Procter and Gamble,

if all households in the US
were to do the laundry in cold water,

we would save the emissions
of 32 metric tons of CO2 each year.

That’s a lot,

that’s about the equivalent

of the carbon dioxide
emitted by 6.3 million cars.

So, how would we go
about designing an enzyme

to realize these changes?

Enzymes didn’t evolve
to clean dirty laundry,

much less in cold water.

But we can go to nature,
and we can find a starting point.

We can find an enzyme
that has some starting activity,

some clay that we can work with.

So this is an example of such an enzyme,
right here on the screen.

And we can start playing
with those amino acids, as I said,

putting some letters in,
taking some letters out,

rearranging those.

And in doing so, we can generate
thousands of enzymes.

And we can take those enzymes,

and we can test them
in little plates like this.

So this plate that I’m holding in my hands

contains 96 wells,

and in each well is a piece of fabric
with a stain on it.

And we can measure
how well each of these enzymes

are able to remove the stains
from the pieces of fabric,

and in that way see how well it’s working.

And we can do this using robotics,

like you’ll see
in just a second on the screen.

OK, so we do this, and it turns out

that some of the enzymes
are sort of in the ballpark

of the starting enzyme.

That’s nothing to write home about.

Some are worse, so we get rid of those.

And then some are better.

Those improved ones
become our version 1.0s.

Those are the enzymes
that we want to carry forward,

and we can repeat this cycle
again and again.

And it’s the repetition of this cycle
that lets us come up with a new enzyme,

something that can do what we want.

And after several cycles of this,

we did come up with something new.

So you can go to the supermarket today,
and you can buy a laundry detergent

that lets you do the wash in cold water
because of enzymes like this here.

And I want to show you
how this one works too.

So I’ve got two more tubes here,

and these are both milk again.

And let me show you,

I’ve got one that I’m going
to add this enzyme to

and one that I’m going
to add some water to.

And that’s the control,

so nothing should happen in that tube.

You might find it curious
that I’m doing this with milk.

But the reason that I’m doing this

is because milk
is just loaded with proteins,

and it’s very easy to see
this enzyme working in a protein solution,

because it’s a master protein chopper,

that’s its job.

So let me get this in here.

And you know, as I said,
it’s a master protein chopper

and what you can do is you can extrapolate
what it’s doing in this milk

to what it would be doing in your laundry.

So this is kind of a way to visualize
what would be happening.

OK, so those both went in.

And I’m going to give this
a quick zip as well.

OK, so we’ll let these sit over here
with the chymosin sample,

so I’m going to come back
to those toward the end.

Well, what’s on the horizon
for enzyme design?

Certainly, it will get it faster –

there are now approaches
for evolving enzymes

that allow researchers to go
through far more samples

than I just showed you.

And in addition to tinkering
with natural enzymes,

like we’ve been talking about,

some scientists are now trying to design
enzymes from scratch,

using machine learning,
an approach from artificial intelligence,

to inform their enzyme designs.

Still others are adding
unnatural amino acids to the mix.

We talked about
the 20 natural amino acids,

the common amino acids, before –

they’re adding unnatural amino acids

to make enzymes with properties unlike
those that could be found in nature.

That’s a pretty neat area.

How will designed enzymes affect you
in years to come?

Well, I want to focus on two areas:

human health and the environment.

Some pharmaceutical companies

now have teams that are dedicated
to designing enzymes

to make drugs more efficiently
and with fewer toxic catalysts.

For example, Januvia,

which is a medication to treat
type 2 diabetes,

is made partially with enzymes.

The number of drugs made with enzymes
is sure to grow in the future.

In another area,

there are certain disorders

in which a single enzyme
in a person’s body doesn’t work properly.

An example of this
is called phenylketonuria,

or PKU for short.

People with PKU are unable to properly
metabolize or digest phenylalanine,

which is one of the 20 common amino acids
that we’ve been talking about.

The consequence of ingesting phenylalanine
for people with PKU

is that they are subject
to permanent intellectual disabilities,

so it’s a scary thing to have.

Now, those of you with kids –

do you guys have kids, here,
which ones have kids?

A lot of you.

So may be familiar with PKUs,

because all infants in the US
are required to be tested for PKU.

I remember when Anthony, my son,
had his heel pricked to test for it.

The big challenge with this
is: What do you eat?

Phenylalanine is in so many foods,
it’s incredibly hard to avoid.

Now, Anthony has a nut allergy,
and I thought that was tough,

but PKU’s on another level of toughness.

However, new enzymes
may soon enable PKU patients

to eat whatever they want.

Recently, the FDA approved an enzyme
designed to treat PKU.

This is big news for patients,

and it’s actually very big news

for the field of enzyme-replacement
therapy more generally,

because there are other targets out there
where this would be a good approach.

So that was a little bit about health.

Now I’m going to move to the environment.

When I read about
the Great Pacific Garbage Patch –

by the way, that’s, like,
this huge island of plastic,

somewhere between California and Hawaii –

and about microplastics
pretty much everywhere,

it’s upsetting.

Plastics aren’t going away anytime soon.

But enzymes may help us
in this area as well.

Recently, bacteria producing
plastic-degrading enzymes were discovered.

Efforts are already underway
to design improved versions

of these enzymes.

At the same time, there are enzymes
that have been discovered

and that are being optimized

to make non-petroleum-derived
biodegradable plastics.

Enzymes may also offer some help
in capturing greenhouse gases,

such as carbon dioxide, methane
and nitrous oxide.

Now, there is no doubt,
these are major challenges,

and none of them are easy.

But our ability to harness enzymes
may help us to tackle these in the future,

so I think that’s another area
to be looking forward.

So now I’m going to get back
to the demo –

this is the fun part.

So we’ll start with the chymosin samples.

So let me get these over here.

And you can see here,

this is the one that got the water,

so nothing should happen to this milk.

This is the one that got the chymosin.

So you can see that it totally
clarified up here.

There’s all this curdled stuff,
that’s cheese,

we just made cheese
in the last few minutes.

So this is that reaction

that people have been doing
for thousands and thousands of years.

I’m thinking about doing this one
at our next Kids to Work Day demo

but they can be
a tough crowd, so we’ll see.

(Laughter)

And then the other one
I want to look at is this one.

So this is the enzyme
for doing your laundry.

And you can see that it’s different
than the one that has the water added.

It’s kind of clarifying,

and that’s just what you want
for an enzyme in your laundry,

because you want to be able
to have an enzyme

that can be a protein chowhound,
just chew them up,

because you’re going to get
different protein stains on your clothes,

like chocolate milk
or grass stains, for example,

and something like this
is going to help you get them off.

And this is also going to be
the thing that allows you

to do the wash in cold water,
reduce your carbon footprint

and save you some money.

Well, we’ve come a long way,

considering this 7,000-year journey
from enzymes in cheese making

to the present day and enzyme design.

We’re really at a creative crossroads,

and with enzymes,
can edit what nature wrote

or write our own stories with amino acids.

So next time you’re outdoors
on a muggy night

and you see a firefly,

I hope you think of enzymes.

They’re doing amazing things for us today.

And by design,

they could be doing
even more amazing things tomorrow.

Thank you.

(Applause)

译者:Ivana Korom
审稿人:Krystian Aparta

在威斯康星州中部长大,
我在户外度过了很多时间。

在春天,我会闻
到令人陶醉的丁香花香。

在夏天,我喜欢
萤火虫的电光,

因为它们会在闷热的夜晚飞来飞去。

秋天,沼泽里到处
都是红莓的鲜红色。

即使是冬天也有它的魅力,

松树散发出圣诞花束。

对我来说,大自然一直
是奇迹和灵感的源泉。

当我继续读化学研究生院
时,在后来的几年里,

我开始更好地了解
分子细节的自然世界。

我刚才提到的所有东西,

从丁香和松树的气味

到小红莓的鲜红色
和萤火虫的光芒

,至少有一个共同点:

它们是由酶制造的。

正如我所说,我在威斯康星州长大,
所以当然,我喜欢奶酪

和绿湾包装工队。

但是让我们先谈谈奶酪。

至少在过去的 7000 年里,

人类已经从牛、绵羊和山羊的胃中提取了一种酶混合物,

并将其添加到牛奶中。

这会导致牛奶凝结——
这是奶酪制作过程的一部分。

这种混合物中的关键酶
称为凝乳酶。

我想向你展示它是如何工作的。

在这里,我有两支试管

,我要在其中一支试管中加入凝乳酶

就在这里一秒钟。

现在我
八岁的儿子 Anthony

非常有兴趣帮我制作
TED 演讲的演示

,所以我们在厨房
里切菠萝,

从红薯中提取酶

,做各种各样的事情
厨房里的演示。

最后,

我们认为凝乳酶
演示非常酷。

所以这里发生的

是凝乳酶
在牛奶中游来游去

,它与一种
叫做酪蛋白的蛋白质结合。

然后

它的作用是剪断酪蛋白——它就像一把分子剪刀。

正是这种剪裁
动作导致牛奶凝结。

所以我们在厨房里,
正在做这个。

行。

所以让我给这个快速拉链。

然后我们将这些放在一边
,让它们炖一分钟。

行。

如果 DNA 是生命的蓝图,那么


就是执行其指令的劳动者。

酶是一种蛋白质,它是一种催化剂,

它加速或
加速化学反应,

就像这里的凝乳酶
正在加速牛奶的凝结一样。

但这不仅仅是奶酪。

虽然酶确实
在我们所吃的食物中发挥着重要作用,

但它们也参与
了从婴儿健康

到应对我们今天面临的最大
环境挑战的方方面面

酶的基本组成部分
称为氨基酸。

有 20 种常见的氨基酸

,我们通常
用单字母缩写来表示它们,

所以它实际上是一个氨基酸的字母表。

在酶中,这些
氨基酸串在一起,

就像项链上的珍珠。

正是氨基酸的
身份,

那条项链中的字母

,它们的顺序
,它们的拼写

,赋予了一种酶独特的特性,
并将其与其他酶区分开来。

现在,这串氨基酸,

这条项链,

折叠成一个更高阶的结构。

如果你在分子水平上放大

并查看凝乳酶,
这是在这里工作的酶,

你会看到它看起来像这样。

就是所有这些股线、环
、螺旋和曲折

,它必须处于
这种构象才能正常工作。

如今,我们可以在微生物中制造酶,

例如细菌
或酵母。

我们这样做的方法
是我们得到一段

DNA 编码
我们感兴趣的酶,

我们将它插入微生物中

,让微生物使用
它自己的机器,它自己的财力,

来产生这种酶 为了我们。

所以如果你想要凝乳酶,
你就不需要小牛了,现在——

你可以从微生物中得到它。

我认为,

更酷的是,我们现在可以输入
完全定制的 DNA 序列

来制造我们想要的任何酶,

这些酶是自然界中不存在的东西。

而且,对我来说,真正有趣的部分

是尝试为新应用设计一种酶

将原子排列成这样。

从自然界中提取一种酶
并与这些氨基酸一起玩,

修补这些字母,

放入一些字母,
取出一些字母,

也许重新排列它们

,有点像找一本书

并编辑几章
或改变结局。

2018 年,诺贝尔

化学奖因开发

这种被称为定向进化的方法而获得。

如今,我们可以
利用定向进化的力量

来设计用于定制目的的

酶,其中之一就是设计
用于洗衣等新领域的酶

因此,正如您体内的酶

可以帮助您分解
所吃的食物一样,

洗衣粉中的酶

也可以帮助您分解
衣服上的污渍。

事实证明,大约
90% 的

洗涤能量来自水加热。

这是有充分理由的

——温暖的水
有助于让你的衣服干净。

但是,如果
你能用冷水代替呢?

你肯定会节省一些钱

,除此之外,

根据宝洁公司的一些计算,

如果美国所有家庭
都用冷水洗衣服,

我们每人将减少
32 公吨的二氧化碳排放量 年。

这是很多

,大约相当于

630 万辆汽车排放的二氧化碳。

那么,我们将
如何设计一种酶

来实现这些变化呢?

酶并没有进化
到清洁脏衣服,

更不用说在冷水中了。

但我们可以去大自然
,我们可以找到一个起点。

我们可以找到一种
具有一些起始活性的酶,

一些我们可以使用的粘土。

所以这是这种酶的一个例子,
就在屏幕上。

正如我所说,我们可以开始使用这些氨基酸,

放入一些字母,
取出一些字母,

重新排列它们。

在这样做的过程中,我们可以产生
数千种酶。

我们可以服用这些酶

,我们可以
像这样在小盘子里测试它们。

所以我手里拿着的这个盘子

有96个孔

,每个孔里都有一块布
,上面有污点。

我们可以测量
这些酶

中的每一种去除
织物上的污渍的能力,

并以此来观察它的工作情况。

我们可以使用机器人技术来做到这一点,

就像你
在屏幕上看到的那样。

好的,所以我们这样做了,结果

证明有些酶

在起始酶的范围内。

这没什么好写的。

有些更糟,所以我们摆脱了那些。

然后有些更好。

那些改进的
成为我们的 1.0 版本。

这些是
我们想要发扬光大的酶

,我们可以
一次又一次地重复这个循环。

正是这个循环的重复
让我们想出了一种新的酶,

它可以做我们想做的事情。

在这样的几个循环之后,

我们确实想出了一些新的东西。

所以你今天可以去超市
,你可以买一种洗衣粉


因为这里有这样的酶,你可以用冷水洗。

我也想向你
展示这个是如何工作的。

所以我这里还有两个管子

,这两个都是牛奶。

让我告诉你,

我有一个我
要添加这种酶的,

还有一个我
要加水的。

这就是控制,

所以那个管子里不应该发生任何事情。

你可能会
好奇我用牛奶做这个。

但我这样做的原因

是因为牛奶
中只含有蛋白质,

而且很容易看到
这种酶在蛋白质溶液中起作用,

因为它是一个主要的蛋白质切碎机,

这就是它的工作。

所以让我把这个放进去。

而且你知道,正如我所说,
它是一种大师级的蛋白质切碎机

,你可以做的是你可以将
它在牛奶中的作用推断到它

在你的洗衣店中的作用。

所以这是一种可视化
将要发生的事情的方法。

好的,所以他们都进去了。


也会给这个快速拉链。

好的,所以我们将让这些
与凝乳酶样本一起坐在这里,

所以我将
在最后回到那些。

那么,
酶设计的前景如何?

当然,它会变得更快——

现在有一些
进化酶的方法

可以让研究人员
检查

比我刚刚展示给你的更多的样本。

除了
修补天然酶,

就像我们一直在谈论的那样,

一些科学家现在正尝试
从头开始设计酶,

使用机器学习(
人工智能的一种方法)

来告知他们的酶设计。

还有一些人正在向混合物中添加
非天然氨基酸。

我们之前谈到
了 20 种天然

氨基酸,即常见的氨基酸——

它们添加了非天然氨基酸

来制造具有与自然界不同的特性的酶

这是一个非常整洁的区域。

设计的酶
在未来几年将如何影响您?

嗯,我想关注两个领域:

人类健康和环境。

一些制药公司

现在拥有
致力于设计酶的团队,

以更有效地制造药物
并减少有毒催化剂。

例如,

治疗
2 型糖尿病的药物 Januvia

部分由酶制成。

未来,用酶制成的药物
数量肯定会增加。

在另一个领域,

在某些疾病

中,
人体内的一种酶不能正常工作。

这方面的一个
例子称为苯丙酮尿症,

简称 PKU。

PKU 患者无法正常
代谢或消化苯丙氨酸,

这是我们一直在谈论的 20 种常见氨基酸之一
。 PKU 患者

摄入苯丙氨酸的后果

是永久性智力障碍,

因此摄入苯丙氨酸是一件很可怕的事情。

现在,

你们这些有孩子的人——你们有孩子吗,这里,
哪些有孩子?

你们很多。

所以可能对 PKU 很熟悉,

因为美国所有的婴儿
都需要进行 PKU 检测。

我记得当我儿子安东尼
被刺穿他的脚后跟进行测试时。

最大的挑战
是:你吃什么?

苯丙氨酸存在于许多食物中,
很难避免。

现在,Anthony 对坚果过敏
,我认为这很难,

但 PKU 的坚韧程度更高。

然而,新的酶
可能很快使 PKU 患者

可以吃任何他们想吃的东西。

最近,FDA 批准了一种
用于治疗 PKU 的酶。

这对患者

来说是个大新闻,对于更普遍的酶替代疗法领域来说,这实际上是一个非常大的消息

因为还有其他目标
,这将是一个很好的方法。

所以这有点关于健康。

现在我要转移到环境中。

当我
读到大太平洋垃圾带

——顺便说一句,就像

加利福尼亚和夏威夷之间的这个巨大的塑料岛——

以及几乎无处不在的微塑料时

它令人不安。

塑料不会很快消失。

但是酶也可以
在这方面帮助我们。

最近,
发现了产生塑料降解酶的细菌。

已经
在努力设计

这些酶的改进版本。

与此同时
,已经发现了一些酶,

并且正在对其进行优化,

以制造非石油衍生的
可生物降解塑料。

酶也可能
有助于捕获温室气体,

例如二氧化碳、甲烷
和一氧化二氮。

现在,毫无疑问,
这些都是重大挑战,

而且都不容易。

但是我们利用酶的能力
可能会帮助我们在未来解决这些问题,

所以我认为这是
另一个值得期待的领域。

所以现在我要
回到演示——

这是有趣的部分。

所以我们将从凝乳酶样品开始。

所以让我把这些拿过来。

你可以在这里看到,

这是拿水的那个,

所以这个牛奶应该不会发生任何事情。

这是得到凝乳酶的那个。

所以你可以看到它
在这里完全澄清了。

所有这些凝结的东西,
那是奶酪,

我们只是
在最后几分钟做的奶酪。

就是人们几千年来一直在做的反应

我正在考虑
在我们的下一个 Kids to Work Day 演示中做这个,

但他们可能是
一个艰难的人群,所以我们拭目以待。

(笑声

) 然后
我想看的另一个是这个。

所以这是洗衣服的酶

你可以
看到它与加水的不同。

这是一种澄清

,这正是你想要
的一种酶在你的洗衣店,

因为你希望
能够拥有一种

可以成为蛋白质吃货的酶,
把它们咀嚼起来,

因为你会得到
不同的蛋白质污渍 在你的衣服上,

比如巧克力牛奶
或草渍,

这样的东西
会帮助你把它们弄掉。

这也将成为
让您

在冷水中进行洗涤,
减少碳足迹

并节省一些钱的东西。

好吧,

考虑到
从奶酪制造

中的酶到今天和酶设计的 7,000 年历程,我们已经走了很长一段路。

我们真的处于一个创造性的十字路口

,有了酶,我们
可以编辑大自然写的东西,

或者用氨基酸写我们自己的故事。

所以下次你
在闷热的

夜晚在户外看到萤火虫时,

我希望你能想到酶。

他们今天为我们做着令人惊奇的事情。

根据设计,

他们明天可能会做
更多令人惊奇的事情。

谢谢你。

(掌声)