The pharmacy of the future Personalized pills 3D printed at home Daniel Kraft

We live in a medication nation.

4.5 billion drug prescriptions
will be prescribed by doctors like me

this year, in the United States alone.

That’s 15 for every man, woman and child.

And for most of us,

our experience with this medication
is often a confusing number of pills,

instructions, side effects,
one-size-fits-all dosing,

which all too often
we aren’t taking as prescribed.

And this comes at tremendous expense,

costing us our time,
our money and our health.

And in our now exponential,
connected, data-driven age,

I think we can and we must do better.

So let’s take a dive
at some of the challenges we have

and some potential solutions.

Let’s start with the fact

that many drugs don’t work
for those who are prescribed them.

The top 10 grossing drugs
in the United States this year,

they only benefit one in four
to one in 23 of who take them.

That’s great if you’re number one,
but what about everybody else?

And what’s worse, drugs,
when they sometimes don’t work,

can still cause side effects.

Take aspirin – about one in four of us

who take aspirin to reduce
our risk of cardiovascular disease

are unknowingly aspirin-resistant

and still have the same risks
of gastrointestinal bleeds

that kill thousands every year.

It’s adverse drug reactions like these

that are, by some estimates,
the number four leading cause of death

in the United States.

My own grandfather passed away

after a single dose of antibiotic
caused his kidneys to fail.

Now, adverse drug reactions
and side effects

are often tied to challenges in dosing.

I trained in pediatrics (little people)
and internal medicine (big people).

So one night I might have been
on call in the NICU,

carefully dosing
to the fraction of a milligram

a medication for a NICU baby.

The next night –
on call in the emergency room,

treating a 400-pound lineman
or a frail nursing-home patient

who, by most accounts, usually
would get the same dose of medications

from the formulary.

Which would mean, most of the time
I would be underdosing the lineman

and overdosing the nursing-home patient.

And beyond age and weight,

we tend to ignore differences
in sex and race in dosing.

Now, beyond this, we know
we have a massive challenge

with noncompliance or low adherence.

Many of us who need
to take our medications

aren’t taking them
or are taking them incorrectly.

You know, 40 percent
of adults in the US over 65

are on five or more
prescription medications.

Sometimes 15 or more.

And even small improvements in adherence
can dramatically save dollars and lives.

So, as we think into the future,

you think that where we are today,

as we often hear about smart,
personalized, targeted drugs,

Internet of Things, gene therapy, AI,

that we’d already arrived
in this era of precision medicine.

In reality, we still live in an age

of empiric, trial-and-error,
imprecision medicine.

I think we can do better.

What if we could reimagine ways
to help make your medicine-taking easier?

To get the right doses
and combinations to match you?

What if we could move beyond
today’s literal cutting edge

of pill cutters and fax machines,

to an era where we could have
better outcomes, lower costs,

saving lives and space
in your medicine cabinet?

Well, I think part of the solution
is all the emerging ways

that we can measure and connect
our health care information.

Today, we pretty much live
in a reactive, sick-care world,

siloed information that doesn’t flow.

We have the potential to move
into a more continuous, real-time

proactive world of true health care.

And part of that starts with
the emerging world of quantified self.

We can measure so much
of our physiology and behaviors today,

and often it’s siloed
on our phones and scales,

but it’s starting to connect
to our clinicians, our caregivers,

so they can better optimize prevention,
diagnostics and therapy.

And when we can do that,
we can do some interesting things.

Take, for example, hypertension.

It’s the number one risk factor
for early death and morbidity worldwide.

Half of adult Americans,
on approximation, have hypertension.

Less than half have it well-controlled.

It’s often because it takes two
or three different classes of medications.

It’s tough to do adherence and adjust
your blood pressure medications.

We have 500 preventable deaths
from noncontrolled hypertension

in the US every day.

But now we’re in the era
of connected blood pressure cuffs –

the FDA just approved
a blood pressure cuff

that can go into your watch.

There are now prototypes of cuffless
radar-based blood pressure devices

that can continuously stream
your blood pressure.

So, in the future, I could –

instead of spot-checking
my blood pressure in the clinic,

my doctor could see
my real-time numbers and my trends,

and adjust them as necessary,

with the help of a blood pressure
dosing algorithm

or using the Internet of Things.

Now, technology today can do even more.

My smartwatch, already today,
has an EKG built in

that can be read
by artificial intelligence.

I’m wearing a small, Band-Aid-sized patch,

that is live-streaming
my vital signs right now.

Let’s take a look.

They’re actually a little
concerning at the moment.

(Laughter)

Now, it’s not just my real-time vitals

that can be seen
by my medical team or myself,

it could be my retrospective data,

and again, that’d be used to modify
dosing and medication going forward.

Even my weight can be super-quantified;

my weight, now my shape,
how much body mass, fat,

muscle mass I might have,

and use that to optimize
my prevention or therapy.

And it’s not just for the tech-savvy.

Now, MIT engineers have modified wifi

so we can seamlessly
connect and collect our vital signs

from our connected rings
and smart mattresses.

We can start to share
this digital exhaust, our digitome,

and even potentially crowdsource it,
sharing our health information

just like we share
with our Google Maps and driving,

to improve our – not our driving,
but our health experience globally.

So, that’s great.

We can potentially now
collect this information.

What if your labs
can go from the central lab

to your home, to your phone,
to even inside our bodies

to measure drug levels or other varieties?

And of course,
we’re in the age of genomics.

I’ve been sequenced,
it’s just less than $1,000 today.

And I can start to understand
my pharmacogenomics –

how my genes impact
whether I need high dose, low dose,

or maybe a different
medication altogether.

Let’s imagine if your physician
or your pharmacist

had this information
integrated into their workflow,

augmented with artificial intelligence,
AI, or as I like to refer to it, IA –

intelligence augmentation,

to leverage that information;

to understand, of the 18,000
or more approved drugs,

which would be the right dose
and combination for you.

So great, now maybe we can
optimize your drugs and your doses,

but the problem today is,
we’re still using this amazing technology

to keep track of our drugs.

And of course, these technologies evolve,

there’s connected dispensers,
reminder apps,

smart pill bottle caps that can text
or tweet you or your mother

if you haven’t taken your medications.

PillPack was just acquired by Amazon,

so soon we may have same-day delivery
of our drugs, delivered by drone.

So, all these things are possible today,

but we’re still taking multiple pills.

What if we can make it simpler?

I think one of the solutions
is to make better use of the polypill.

A polypill is the integration of multiple
medications into a single pill.

And we have these today in common
over-the-counter cold and flu remedies.

And there have been
prevention polypill studies done,

giving combinations
of statins, blood pressure, aspirin,

which in randomized studies
have been shown

to dramatically reduce risk,
compared to placebo.

But these polypills weren’t personalized,
they weren’t optimized to the individual.

What if we could optimize
your personalized polypill?

So it would be built for you,
based on you, it could adapt to you,

even every single day.

Well, we’re now in the era of 3D printing.
You can print personalized braces,

hearing aids, orthopedic devices,

even I’ve been scanned
and had my jeans tailored to fit to me.

So this got me thinking,

what if we could 3D-print
your personalized polypill?

So instead of taking
six medications, for example,

I could integrate them into one.

So it would be easier to take,
improve adherence

and potentially, it could even
integrate in supplements,

like vitamin D or CoQ10.

So with some help –
I call these “IntelliMeds” –

and with the help of my
IntelliMedicine engineering team,

we built the first
IntelliMedicine prototype printer.

And here’s how it works:

instead of full tablets,
we have small micromeds,

one or two milligrams each,

which are sorted and selected
based on the dose and combination

needed for an individual.

And of course, these would be
doses and combinations

you could already take together,
FDA-approved drugs.

We could change the pharmacokinetics

by professionally layering on different
elements to the individual micromeds.

And when we hit print,

you print your combination of medications
that might be needed by you

on any individual day.

And we’d start with, again, generic drugs
for the most common problems.

About 90 percent of prescribed drugs today
are low-cost generics.

And once we’ve printed the pill,
we can do some fun bells and whistles.

We could print the name of the patient,

the date, the day of the week, a QR code.

We could print different meds for tapering
for a patient on a steroid taper,

or tapering from pain medications.

So, this is actually a look at our
prototype IntelliMedicine printer.

See, I’ll unveil it here.

It has about 16 different silos,

each containing individual micromeds.

And I can now adjust on the software
individual dosings.

And when I do that,
the robotic arm will adjust

the height of these spansules
and the micromeds will release.

I can now –

The automated process
would rotate and cycle through,

to make sure the micromeds are loaded.

And when I hit print,

these will all fall through the device,

I now pull out my
personalized printed polypill

with the doses
and medications meant for me.

And we can take a look,
if you look back to the slides,

you can see the whole process,
we can see the drug silos being selected,

the pills doing down the different silos,

and being collected
in the individual capsule.

Now, this is great,

I can potentially
print my meds based on me,

instead of taking six pills.

I can now be looking
at my individual dosing.

My smartwatch is looking
at my blood pressure:

I needed an adjustment
in my blood pressure medicines,

my coumadin level.
My blood is too thin,

so I lower my micromed
dose of coumadin, a blood thinner.

So, this could be
smartly adapted, day to day,

programmed by my physician
or cardiologist.

And you can imagine that larger printers,
fast printers like this,

could be in your corner pharmacy,

in your doctor’s office,
in a rural clinic.

But it could eventually merge and shrink
to small ones that could be in your home

with integrated cartridges like this
that are delivered by drone.

Could print your personalized polypill,

each morning on your kitchen
or your bathroom cabinet.

And this could evolve, I think,

into an incredible way to improve
adherence in medications across the globe.

So, I hope we can reimagine
the future of medicine in new ways,

moving from polypharmacy,

one-size-fits-all,
low adherence, complications

to an era of personalized,
precise, on-demand medications

that can take us
and individualize our own health

and health and medicine around the planet.

Thank you very much.

(Applause)

Host: Daniel, that’s kind of awesome.

Really cool.

Question for you, though.

How long is it until, say, that
nursing-home patient that you mentioned

is able to print
their pills in their home?

Daniel Kraft: Well, again,
this is just a prototype.

We think that the regulatory route
[may] be automated compounding,

and especially in nursing homes,
folks are taking multiple medications,

and they’re often mixed up,

so it would be a perfect place
to start with these technologies.

These aren’t going to evolve and start
with printers on your bathroom counter.

We need to be intelligent and smart
about how we roll these things out,

but realizing there’s so many challenges
with dosing, adherence and precision,

and now that we have
all these amazing new technologies

that can integrate and be leveraged,
I think we need approaches like this

to really catalyze and foster

a true future of health and medicine.

Host: Great, thank you.
DK: Thanks.

(Applause)

我们生活在一个药物国家。 仅在美国,

像我这样的医生今年将开出 45 亿张药物处方

每个男人、女人和孩子都是 15 岁。

对于我们大多数人来说,

我们使用这种药物的经验
通常是令人困惑的药丸、

说明、副作用、
一刀切的剂量,


我们经常没有按照规定服用。

这付出了巨大的代价,

耗费了我们的时间
、金钱和健康。

在我们现在呈指数增长、
互联互通、数据驱动的时代,

我认为我们可以而且必须做得更好。

因此,让我们深入
探讨一下我们面临的一些挑战

和一些潜在的解决方案。

让我们从

许多药物
对开处方的人不起作用的事实开始。

今年在美国最畅销的 10 种药物

,只有
四分之一到 23 名服用者中的一名受益。

如果你是第一,那很好,
但其他人呢?

更糟糕的是,
药物有时不起作用

,仍然会引起副作用。

服用阿司匹林——在

服用阿司匹林以降低
心血管疾病风险的我们当中,大约

有四分之一在不知不觉中对阿司匹林产生了耐药性,

并且仍然具有

每年导致数千人死亡的胃肠道出血风险。

据估计,像这样的药物不良反应

是美国第四大死亡原因。

我自己的祖父

在单剂抗生素
导致他的肾脏衰竭后去世了。

现在,药物的不良反应
和副作用

通常与给药方面的挑战有关。

我接受过儿科(小人物)
和内科(大人物)的培训。

所以有一天晚上,我可能
在新生儿重症监护病房待命,

小心翼翼地

为新生儿重症监护病房的婴儿服用几毫克的药物。

第二天晚上——
在急诊室待命,

治疗一个体重 400 磅的巡线员
或一个体弱的疗养院

病人,据大多数人说,他们通常
会从处方集中得到相同剂量的药物

这意味着,在大多数情况下,
我都会给巡线员

服药不足,而给疗养院的病人服药过量。

除了年龄和体重之外,

我们倾向于忽略
性别和种族的剂量差异。

现在,除此之外,我们知道
我们面临

着不合规或低依从性的巨大挑战。

我们中的许多
需要服用药物的

人没有服用
或服用不正确。

你知道,
在美国,65 岁以上的成年人中有 40%

正在服用五种或更多的
处方药。

有时15个或更多。

即使是依从性的微小改进
也可以显着节省资金和生命。

所以,当我们展望未来时,

你会认为我们今天所处的位置,

正如我们经常听到的智能、
个性化、靶向药物、

物联网、基因治疗、人工智能

,我们已经进入
了这个精准医学时代 .

事实上,我们仍然生活在一个

经验丰富、反复试验、
不精确的医学时代。

我认为我们可以做得更好。

如果我们可以重新构想
帮助您更轻松地服药的方法会怎样?

获得
与您相匹配的正确剂量和组合?

如果我们能够超越
当今真正的切

丸机和传真机的前沿,

进入一个我们可以获得
更好结果、更低成本、

节省生命和
药柜空间的时代会怎样?

好吧,我认为解决方案的一部分

是我们可以衡量和连接
我们的医疗保健信息的所有新兴方式。

今天,我们几乎生活
在一个被动的、病假护理的世界中,

信息孤立无援,无法流动。

我们有潜力
进入一个更加连续、实时、

主动的真正医疗保健世界。

其中一部分
始于新兴的量化自我世界。 今天,

我们可以测量
很多我们的生理和行为,

通常它
在我们的手机和体重秤上是孤立的,

但它开始连接
到我们的临床医生、我们的护理人员,

因此他们可以更好地优化预防、
诊断和治疗。

当我们可以做到这一点时,
我们可以做一些有趣的事情。

以高血压为例。

它是
全球范围内早逝和发病的第一大风险因素。 大约

一半的成年
美国人患有高血压。

不到一半的人控制得很好。

这通常是因为它需要两种
或三种不同类别的药物。

很难坚持和调整
你的血压药物。

在美国,每天有 500 例可预防的
非控制性高血压死亡

但现在我们正
处于连接血压袖带

的时代——FDA 刚刚批准

一种可以进入您的手表的血压袖带。

现在有
基于雷达的无袖带血压设备原型

,可以连续传输
您的血压。

所以,在未来,我可以——

而不是
在诊所抽查我的血压,

我的医生可以看到
我的实时数字和趋势,

在血压给药算法的帮助下根据需要进行调整

或使用物联网。

现在,今天的技术可以做得更多。

我的智能手表今天
已经内置了

一个可以
被人工智能读取的心电图。

我戴着一个创可贴大小的小贴片,

现在正在直播
我的生命体征。

让我们来看看。

他们现在实际上有点
担心。

(笑声)

现在,

我的医疗团队或我自己可以看到的不仅仅是我的实时生命体征,

它可能是我的回顾性数据

,同样,这将被用来修改
未来的剂量和药物治疗。

连我的体重都可以超量化;

我的体重,现在我的体型,我可能有
多少体重,脂肪,

肌肉量,

并用它来优化
我的预防或治疗。

这不仅适用于精通技术的人。

现在,麻省理工学院的工程师已经修改了 wifi,

因此我们可以无缝
连接并

从我们连接的戒指
和智能床垫收集我们的生命体征。

我们可以开始分享
这个数字排气、我们的数字组

,甚至可能将其众包,
分享我们的健康信息

,就像我们
分享我们的谷歌地图和驾驶一样,

以改善我们的——不是我们的驾驶,
而是我们在全球的健康体验。

所以,那太好了。

我们现在可以潜在地
收集这些信息。

如果您的实验室
可以从中央实验室

到您的家、到您的手机
、甚至在我们

体内测量药物水平或其他品种,那会怎样?

当然,
我们正处于基因组学时代。

我已经被测序了,
今天还不到 1,000 美元。

我可以开始了解
我的药物

基因组学——我的基因如何影响
我是否需要高剂量、低剂量

或完全不同的
药物。

让我们想象一下,如果您的医生
或药剂师

将这些信息
集成到他们的工作流程中,

并通过人工智能、
AI 或我喜欢称之为 IA(

智能增强)

来增强这些信息;

要了解,在 18,000 种
或更多批准的药物中,

哪种剂量
和组合适合您。

太好了,现在也许我们可以
优化您的药物和剂量,

但今天的问题是,
我们仍在使用这项惊人的技术

来跟踪我们的药物。

当然,这些技术也在不断发展,

有联网的分配器、
提醒应用程序、

智能药瓶盖,如果你没有服药,它们可以
给你或你的母亲发短信或推特

PillPack 刚刚被亚马逊收购,

所以很快我们可能会在当天
通过无人机交付我们的药物。

所以,今天所有这些事情都是可能的,

但我们仍在服用多种药丸。

如果我们可以让它更简单呢?

我认为解决方案之一
是更好地利用 polypill。

复方药丸是将多种
药物整合到一个药丸中。

我们今天有这些常见
的非处方感冒和流感药物。

并且已经进行了
预防性复方药研究,

给予
他汀类药物、血压、阿司匹林的组合

,在随机
研究中显示

,与安慰剂相比,这些药物可以显着降低风险

但这些复方药并没有个性化,
也没有针对个人进行优化。

如果我们可以优化
您的个性化 polypill 会怎样?

所以它会为你而建,
基于你,它可以适应你,

甚至每一天。

好吧,我们现在处于 3D 打印时代。
您可以打印个性化的牙套、

助听器、矫形设备,

甚至我已经过扫描
并为我量身定制了适合我的牛仔裤。

所以这让我想到

,如果我们可以 3D 打印
您的个性化复合药片会怎样?

因此
,例如,

我可以将它们整合为一种,而不是服用六种药物。

因此,它会更容易服用,
提高

依从性,甚至可以
整合到补充剂中,

如维生素 D 或 CoQ10。

所以在一些帮助下——
我称之为“IntelliMeds”

——在我的
IntelliMedicine 工程团队的帮助下,

我们制造了第一台
IntelliMedicine 原型打印机。

它的工作原理如下:我们使用小型微型

药片代替完整的药片,

每片 1 或 2 毫克,根据个人所需的剂量和

组合进行分类和选择

当然,这些将是您已经可以一起
服用的剂量和组合


FDA 批准的药物。

我们可以

通过专业地将不同
元素分层到单个微量药物来改变药代动力学。

当我们点击打印时,

您可以打印您

在任何一天可能需要的药物组合。

我们再次从
针对最常见问题的仿制药开始。

今天大约 90% 的处方药
是低成本仿制药。

一旦我们打印了药丸,
我们就可以做一些有趣的花里胡哨。

我们可以打印患者姓名

、日期、星期几、二维码。

我们可以打印不同的药物,
以便在类固醇锥度上为患者

逐渐变细,或从止痛药中逐渐变细。

所以,这实际上是看一下我们的
原型 IntelliMedicine 打印机。

看,我会在这里揭开它。

它有大约 16 个不同的筒仓,

每个筒仓都包含单独的 micromeds。

我现在可以在软件上调整
个人剂量。

当我这样做时
,机械臂会调整

这些跨度的高度,
然后微型药物就会释放。

我现在可以

  • 自动化过程
    将旋转和循环,

以确保加载 micromeds。

当我点击打印时,

这些都会从设备中掉出来,

我现在拿出我的
个性化打印的复方药丸

,里面有
适合我的剂量和药物。

我们可以看看,
如果你回顾幻灯片,

你可以看到整个过程,
我们可以看到药物筒仓被选中

,药丸在不同的筒仓中向下移动,

并被收集
到单独的胶囊中。

现在,这太棒了,

我可以
根据自己打印我的药物,

而不是服用六颗药丸。

我现在可以
查看我的个人剂量。

我的智能手表正在
查看我的血压:

我需要
调整我的血压药物和

香豆素水平。
我的血液太稀了,

所以我降低了
微量的香豆素,一种血液稀释剂。

因此,这可以

由我的医生
或心脏病专家每天巧妙地进行调整。

你可以想象,更大的打印机,
像这样的快速打印机,

可以在你的角落药房,

在你的医生办公室,
在农村诊所。

但它最终可能会合并并缩小
到可以在

您家中使用无人机交付的此类集成墨盒的小型墨盒

可以

每天早上在您的厨房
或浴室柜上打印您的个性化 polypill。

我认为,这可能会演

变成一种令人难以置信的方式来提高
全球药物的依从性。

因此,我希望我们能够
以新的方式重新构想医学的未来,

从多种药物、

一刀切、
低依从性、并发症

转变为个性化、
精确、按需用药的时代,

这种药物可以带给我们
并个性化我们 在地球上拥有自己的健康

和健康和药物。

非常感谢你。

(掌声)

主持人:丹尼尔,太棒了。

真的很酷。

不过,问你一个问题。

比如说,
你提到的那位疗养院病人能够

在家中打印他们的药片需要多长时间?

Daniel Kraft:嗯,
这只是一个原型。

我们认为监管途径
[可能] 是自动复合

,尤其是在疗养院,
人们服用多种药物,

而且经常混用,

因此这将是
开始使用这些技术的理想场所。

这些不会从
浴室柜台上的打印机开始发展。

我们需要在
如何推出这些东西方面变得聪明和聪明,

但意识到在
剂量、依从性和精确度方面存在如此多的挑战

,现在我们拥有
所有这些

可以整合和利用的惊人新技术,
我认为我们需要方法 这样

才能真正促进和培育

健康和医学的真正未来。

主持人:太好了,谢谢。
DK:谢谢。

(掌声)