Arthritis Collaborating for a cure

[Music]

following the theme of tedx cambridge

2021 i would like to speak about

untangling networks in science

using my research into osteoarthritis as

an example i will highlight the

complexity of issues faced in research

and how we prepare the next generation

of scientists to untangle them

that’s the next generation of scientists

who will develop future tests for

diagnosis

and resurgence are novel treatments for

those diseases

alexia will give her experience of

studentship in my laboratory before

covid

and the fun of dissecting cow feed but

before we talk about

why we need to prepare future scientists

i want to talk about the general

challenges

of research that need untangling since

1998

i have focused my research on

osteoarthritis which is a degenerative

condition of joints typically the knee

in the hip

in healthy joints there’s a tough

slippery smooth surface

which is called articular cartilage

which lines the ends of bones allowing

them to easily glide over each other

facilitating almost frictionless

movements of your joint

when that cartilage becomes worn or

damaged it can start to degrade

that leads to pain swelling and

restricted joint movement

arthritis osteoarthritis being the most

common form

and everyone here will know someone with

this disease one in five adults over the

age of 45 will have

osteoarthritis in the knee and one in

nine suffer with hip

osteoarthritis each year nearly nine

million people

have sought treatment for osteoarthritis

that’s the equivalent of the population

of london

now one of the major risk factors for

this disease is age

you are more likely to suffer from

osteoarthritis the older you are

another key risk factor is body weight

now the relationship between obesity and

osteoarthritis is complicated

but in simplistic terms an increase in

body weight puts more strain on joints

so as an ageing population who are

becoming more obese the incidence of

osteoarthritis is only going to increase

in the uk and across the world

now this has huge implications to us as

a society

osteoarthritis is the biggest cause of

missed working days

it’s the biggest cause of disability it

leads to a huge number of hip and knee

replacement surgeries

every year and that’s with the

associated cost to the national health

service

and those with osteoarthritis um there

may be in too much pain to be able to

work and to contribute to taxes to

society

so osteoarthritis can have a dramatic

effect on the sufferer too with living

having to live with chronic pain as an

increased risk of depression

they’ll have a higher risk of metabolic

diseases and

their lifespan will on average be five

years less

so the impact on osteoarthritis and

other musculoskeletal diseases

has both on the individual and

population is therefore very well

recognized

uh indeed in 1998 experts from around

the world supported by international

governments and the then secretary

general of the united nations

established the ten years from 2000 to

2010 as the bone and joint decade

this was to focus resources into this

area

now before twos out the year 2000 if you

searched for research articles using the

term osteoarthritis

there was about 40 000 publications and

the first in 1883 that’s 40 000 journal

papers

in 116 years during the bone and joint

decade there was a further 20 000

articles published so this clearly had

the effect of generating research into

osteoarthritis

and since 2010 over 50 000 more articles

in scientific journals were published

so we have seen a dramatic rise in

research and this this is

goes along with amazing new technologies

to support research scientists

but despite all of this there’s still no

cure

now i’d suggest this isn’t because a

cure isn’t achievable we are making

progress

for example a group based in the us

recently discovered similarities between

human ankle joints

and those of axolotls now these are

animals which have the potential to

completely regenerate their limbs

including their joints

and their cartilage so this novel

understanding could

lead the way to a cure it’s just an

example of a potential step towards our

goal we don’t know if this avenue of

research will lead to a cure

maybe one of the other many research

areas will be successful and there lies

a problem

now it’s wonderful that so many

brilliant minds are focused on the

problem of osteoarthritis

they have access to technology which can

generate more data than we could have

dreamed of 20 years ago

but there is so much research it’s

difficult to see through the tangle of

it all

to give you an idea of the scale of the

problem in 2019 there was

815 institutions involved in

non-surgical treatment of osteoarthritis

research

and that was across 69 different

countries and the slide shows the

complexity of those global networks

but it’s not only the human network

networks i’m also talking about the

networks of scientific data

the technology available available to

researchers allows us to investigate

genetics

pathways gene expression biochemical

pathways and so much more

all contributing to a mountain of data

and the more complex these networks

become the more

challenging they become so future

scientists are going to need to access

access to the research networks around

the world but also the skills to

navigate through the complexity of the

data

an anonymous of the university of

cambridge once said if i have seen

further it is by standing on the

shoulders of giants

and sir isaac newton was referring to

how advances in science build upon the

work of our predecessors

and the same holds true today but i

would suggest

that the view from the giant shoulders

is now impeded by a thick fog of data

so are still reliant on the future

generations of scientists to progress

our understanding of disease

but with the challenges of tangled

networks how do we encourage the next

generation research

scientists to rise to that particular

challenge how do we give them the skills

and opportunities

to find the cure amongst the complexity

of these networks

now when considering the content of this

talk i reflected on my journey and how i

arrived as a research scientist

after completing my a levels i studied

life science degree at the university of

portsmouth

and between my second and third year i

saw an advert that was posted onto the

course notice board

it offered a summer studentship at the

university of aberdeen in north scotland

now my thought process was along the

lines of well my mother was born in

scotland therefore i am half scottish

i’d never been to aberdeen before like

to visit now you might think this wasn’t

the best motivation for me choosing a

studentship and i would agree

and i was very surprised when the person

who offered the studentship dr kenneth

page

picked me he gave me that opportunity

and it changed my life

spending eight weeks in a research

laboratory really opened my eyes to

scientific research

now i’d always enjoyed lab classes but

this was different it was challenging it

was tough

it was all of those things that make

science hard and i loved it

on a personal level dr page he’d showed

that faith in me

as an undergraduate student he’d never

met so

being that young undergraduate knowing

someone had the confidence in me taking

their time to mentor me

helped to give me that belief to

consider research as

a possible future career route now from

aberdeen as a place to spend the summer

the experience changed my aspirations

wanting to base myself in academic

research following that studentship dr

campage offered me a phd and i

really haven’t looked back and i am now

in that position where i can provide

students those opportunities that people

gave me

and this is where i hand over to alexia

to give her view on the experience

in the first days of my biomedical

science undergraduate degree

i’m probably a little longer than i

would care to admit

i remember romanticizing myself in a lab

coat

stepping up to receive some sort of

successful scientist award

whatever that might be and why wouldn’t

i

our degree was highly immersive in terms

of learning the ins and outs of

human biology and their application to

contemporary research

we were trained for three years with the

goal to start working in labs and become

leading experts in our field

i had readied myself for overflowing job

offers

internships research opportunities and

more

it was only when i had to start thinking

of where to apply

myself and where to find these

opportunities

but i realized these were not so much

expectations

as much as they were goals

breaking into science is not your

average achievement

and the statistics for those that do are

much bleaker than you think

confronting this world as a budding

scientist

is daunting as much as it is challenging

and exactly why opportunities like the

ones dr bush and i had

are so valuable i remember learning

about funding research

and all the formalities that go with

research grants

really dampened the successful scientist

in a lab coat fantasy for me

and so to prevent my expectations

getting bruised any further

keep it real and work hard became a big

mantra of mine of course

this completely went out the window when

i discovered that

out of all people dr bush had awarded me

a highly sought-after research

scholarship

following his groundbreaking work

it felt surreal to be conducting

research

that i could only dream of reading about

at that stage

and i was getting paid to do so

no surely somebody’s pranked me my new

mantra

the cutting-edge techniques dr bush

taught me

and the experiments i could design

following them were enough

to make me fall in love with the lab and

never think of leaving one again

i even became strangely in love with

dissecting cow feet

to extract cartilage cells that’s as

much detail i can get into before it

gets gory

so what actually came from this

experience

did i become some sort of a wunderkind

nobel winning scientist

you know shockingly no

did we publish our findings no

did we finish our experiments also no

ordinarily i think these would be common

things

one might consider to measure a

successful experience like this

and certainly all of these things

are tremendously valuable to prepare

oneself for the research world as

it turns out though the success of this

opportunity

and any that i gained after that really

were determined far less by things like

these

i came to realize that what the

studentship gave me

was an environment where i could

question

create and even fail confidently

knowing that the only consequence of

that was learning

for first immersion into professional

work i think

we could probably all agree this was a

very rare opportunity

usually in a new job we’re all so caught

up

in looking good and deserving of that

opportunity to work

that we rarely question does it deserve

us and why do we only consider

what happens when we become who we want

the goal so to speak rather than

the process of getting there the reality

perhaps because we aren’t always given

the chance of doing so

i still hold it an immeasurable

privilege to have seen my value

and my potential through the eyes of

somebody who was once in my very own

shoes

it evoked a level of trust and of

empathy

that i think are largely uncommon in

science

but should be more prevalent

we all deserve the privilege to grow

into and take ownership of the

confidence

that somebody had seen within us all

along

taking ownership over my interests and

optimizing my existing knowledge

is what i learned from my first

experience in research

when deciding whether to pursue research

i think

what deters a lot of people is the

possibility

of dedicating your life to the

unanswerable

it is definitely true that we may not be

able to answer the unanswerable

but we may be able to change the

question if we start from changing

ourselves

this for me meant temporarily leaving

research

and joining the very exciting field of

artificial intelligence

and data science we live in an age

of unprecedented amounts of information

and technologies

that can help dakota it seems

so satisfying to me in biology at least

that untangling built up information of

the past

has become a mission of our present and

of our future

in fields everywhere but most important

to me

healthcare ai and data science hold

enough

potential as to warrant a true

revolution

it may seem scary at first but why not

develop technologies that help

humans focus more on humans

the pathological complexity of

osteoarthritis

the center of my undergraduate degree

still requires much investigation to

prevent the condition altogether

but who appropriately manages the

realities

of depression and chronic pain that this

condition

still causes and in a broad sense this

is one of the many ways

in which developing technologies to take

on greater responsibilities

can help humans get back to their

humanity and

offer true unmitigated support in

situations like these

this kind of feedback of nurturing the

continuity

and heritability of ideas and science

but also

the drive to question and to create

i believe are essential to a generation

of conscientious new scientists

for me it all started from cow feet

and from a mentor who believed in me

where will it start for you

so out of everything alexi just talked

about the thing that resonated most with

me was the importance of having the

opportunity to fail to make mistakes

my experiences weren’t such a long time

ago but i’d

forgotten all the mistakes i’ve made in

my aberdeen studentship now that isn’t

because i’m now infallible far from it

but challenging yourself and making

mistakes is kind of now the normal

now this mindset was fostered at first

in my studentship and hopefully with

experience i now make less mistakes

but what is really important is i’m not

afraid to make them and take those

those sort of gambles sometimes

now in a lecture i can see that

enthusiasm for research now it was there

before the summer studentship but

hopefully the opportunity nurtured it

allowed it to grow and to flourish

it changed her aspiration and she’s now

preparing herself for a possible

future research career um and her

postgraduate studies now into artificial

intelligence

she is far better equipped to untangle

networks than i am

so by providing studentships we can

never guarantee that that student will

become the next research scientist

but they will however benefit from the

experience wherever they end up

but if we cannot be sure that each

student will add to a conveyor belt of

talent carrying them directly into a phd

you know is it worth it well i would

answer yes in fact we need more

studentship so we can guarantee that

more of them will go on to those medical

research careers

so how do we get more studentships well

those

people the ones who funds research

scholarships we need them to fund more

those universities who host them we need

to give them the opportunities and the

time to host more

and this will give more opportunities

for our young scientists to experience

the rewards

of scientific pursuits now when

considered in the context of the cost of

medical research in general

they are incredibly good value about one

to three thousand pounds for a summer

studentship

now this might sound a lot but when

compared to a half million pound

three-year research project

it really isn’t so we also need

universities to be able to free up their

academics time

my my colleagues have little time to

take on just some annual leave most

years

and so rather than thinking about

maximizing staff workload in talk

courses

universities should also consider the

time for staff to supervise

these studentships that’s the real

opportunity to

encourage the next generation i mean

after all isn’t this what universities

are meant to be about

now i’m looking forward to being

successful in securing future research

studentships

to give other students the opportunities

i was given these are the scientists who

are going to develop the cures for those

ailments that i

my family the wider community that’s you

um that may be afflicted by and you

never know it might be an injection

alexa has played a role in developing to

clear the arthritis in all of our knees

thank you for listening

you

[音乐]

以 tedx cambridge 2021 为主题,

我想以我对骨关节炎的研究为例,谈谈

科学中的解开网络,

我将强调

研究中面临的问题的复杂性

以及我们如何为

下一代科学家解开这些问题做好准备

那是下一代科学家

,他们将开发未来的

诊断

和复苏测试是

这些疾病的新疗法

alexia 会给她

在covid之前在我实验室的学生经历

和解剖奶牛饲料的乐趣,但

在我们谈论

为什么我们需要准备之前 未来的科学家

我想谈谈

需要解决的研究的一般挑战 自 1998 年以来,

我的研究重点

是骨关节炎,这是一种

关节退行性疾病,通常是健康关节

中的髋

关节,有一个坚硬

光滑的表面

,称为关节

软骨排列在骨头的末端,使

它们很容易滑行

当软骨磨损或

损坏时,它会开始退化

,从而导致疼痛肿胀和

关节运动受限

关节炎骨关节炎是最

常见的形式

,这里的每个人都会认识患有

这种疾病的人。 5

名 45 岁以上的成年人将患有

膝关节骨关节炎,每

9 人中就有 1 人患有髋关节

骨关节炎 每年有近 900

万人寻求骨关节炎治疗,

这相当于现在伦敦的人口数量

这是这种疾病的主要危险因素之一 年龄

越大越容易患

骨关节炎 年龄越大

另一个关键风险因素是体重

现在肥胖和骨关节炎之间的关系

很复杂,

但简单来说,体重的增加

会给关节带来更大的压力,

因此人口老龄化

越来越肥胖,

骨关节炎的发病率只是goi ng

在英国和世界各地都在增加,

这对我们社会产生了巨大的影响

骨关节炎是导致

缺勤的最大原因 它是导致残疾的最大原因 它

导致每年进行大量的髋关节和膝关节

置换手术

, 这

与国家卫生

服务

和骨

关节炎患者的相关费用

有关

慢性疼痛会

增加患抑郁症的风险,

他们患代谢疾病的风险会更高

他们的寿命平均会减少五年,

因此对骨关节炎和

其他肌肉骨骼疾病

的影响对个人和

人群都有很好的

认识

呃确实是1998年来自

世界各地的专家得到了国际

政府和当时的

秘书长的支持 e 联合国

将 2000 年至

2010 年的十年定为骨骼和关节十年,

这是为了在 2000 年之前将资源集中到该

领域,

如果您

使用术语骨关节炎搜索研究文章

,则大约有 40 000 篇出版物

和 第一次是在 1883

年,在骨关节十年期间的 116 年间发表了 40,000 篇期刊论文,

随后又发表了 20,000

篇文章,因此这显然

产生了对骨关节炎研究的影响

,自 2010 年以来

,科学期刊上发表了超过 50,000 篇文章,

因此 我们已经看到研究的急剧增长

,这

伴随着惊人的新技术

来支持研究科学家,

但尽管如此,现在仍然无法

治愈

我认为这不是因为

我们正在制作无法治愈

例如,美国的一个小组

最近发现了

人类踝关节

与蝾螈的相似之处,现在这些都是

动物 它有可能

完全再生他们的四肢,

包括他们的关节

和软骨,所以这种新颖的

理解可能会

导致治愈的方式它只是

朝着我们的目标迈出的潜在一步的一个例子,

我们不知道这种研究途径是否

会导致 一种治愈方法

或许其他众多研究

领域中的一个会成功,但现在存在

一个

问题 几年前,

但有如此多的研究,

很难看透

这一切

的纠结,让您了解

2019 年问题的规模,有

815 家机构参与

了骨关节炎的非手术治疗

研究

,涉及 69 个不同的机构

国家和幻灯片显示了

这些全球网络的复杂性,

但不仅仅是人类网络

网络,我也在谈论

网络 大量的科学数据

研究人员可用的技术使我们能够研究

遗传学

途径 基因表达 生化

途径 等等,

所有这些都有助于产生大量数据

,这些网络越复杂,它们

变得越

具有挑战性,因此未来的

科学家将需要

访问世界各地的研究网络

,以及

浏览复杂

数据

的技能剑桥大学的一位匿名人士

曾经说过,如果我看得

更远,那就是站在

巨人的肩膀上

,艾萨克·牛顿爵士是 提到

科学的进步如何建立在

我们前辈的工作之上,

今天也是如此,但

我建议

从巨大的肩膀上看到的观点

现在受到厚厚的数据迷雾的阻碍,

因此仍然依赖于未来

几代科学家

增进我们对疾病的理解,

但面对错综复杂的网络的挑战,

我们如何鼓励

下一代研究

科学家要迎接这一特殊

挑战,我们如何为他们提供技能

和机会

,让他们在这些网络的复杂性中找到治愈方法

在完成我的 A 水平后,我

在朴茨茅斯大学学习了生命科学学位

,在我的第二年和第三年之间,我

看到了一个贴在课程布告板上的广告,

它提供了

在北苏格兰阿伯丁大学的暑期学生机会,

现在我的想法 过程很

顺利,我母亲出生在

苏格兰,所以我是半苏格兰人,

我以前从未去过阿伯丁,

现在想去你可能会认为这不是

我选择学生的最佳动机

,我会同意

和 当

提供学生奖学金的肯尼斯佩奇博士

选择了我时,我感到非常惊讶,他给了我这个机会

,它改变了我的

生活 在研究实验室待了八周

真的让我对

科学研究大开眼界,

现在我一直很喜欢实验课,但

这次不同,它很有挑战性,

很艰难

,所有这些都让

科学变得困难,我

个人喜欢它 佩奇博士,他向我展示

他从未见过的

本科生对我的信心,所以那个年轻的本科生知道

有人对我有信心

花时间指导我,这

帮助我相信,

将研究视为

一个可能的未来 职业路线现在从

阿伯丁作为一个度过夏天

的地方 这次经历改变了我的愿望

,因为坎帕奇博士

为我提供了一个博士学位,并且我

真的没有回头,我现在

处于那个位置 可以为

学生提供人们

给我的机会

,这就是我交给 alexia 的地方

,让她

对我的生物医学科学第一天的经历发表

看法 我的本科学位

我可能比我

愿意承认的

要长一点我记得我记得自己浪漫地穿着实验室

外套

加紧获得某种

成功的科学家奖,

无论那可能是什么,为什么我

的学位不能高度沉浸在

在学习

人类生物学的来龙去脉及其在

当代研究中的应用方面,

我们接受了三年的培训,

目标是开始在实验室工作并

成为我们领域的领先专家

只是当我不得不开始考虑

在哪里申请

自己以及在哪里找到这些

机会时

,我才意识到这些与其说是

期望

不如说是目标

进入科学不是你的

平均成就

和那些这样做的人的统计数据

比你想象的要凄凉得多,

作为一个崭露头角的科学家面对这个世界

是令人生畏的,也是充满挑战

和 exa 的 为什么像

布什博士和我这样

的机会

如此

宝贵? 进一步

保持真实和努力工作成为我的一个重要

口头禅当然

这完全消失了当

我发现

在所有人中,布什博士在他开创性的工作之后授予了我

一个备受追捧的研究

奖学金

,感觉超现实 进行

在那个阶段

我只能

梦想读到

的研究,而且我

这样做是有报酬

的 我爱上了实验室,

再也不想离开

我什至奇怪地爱上了

解剖牛

脚提取c 软骨细胞

在它变得血腥之前我可以了解的尽可能多的细节

所以实际上来自这种

经历的

我是否成为某种神童

诺贝尔奖获得者

你知道令人震惊的

是我们没有发表我们的发现我们

没有完成我们的实验也没有

通常 我认为这些将是

人们可能会考虑衡量这样的

成功经验的常见事情

,当然所有这些事情

对于让自己为研究世界做好准备非常有价值,

因为

事实证明,尽管这次机会的成功

以及我在那之后获得的任何东西 真的

很少被这些事情决定,

我开始意识到

学生给我的

是一个我可以质疑创造甚至失败的环境,我

知道唯一的结果

是学习

第一次沉浸在专业

工作中,我认为

我们可以 可能所有人都同意这是一个

非常难得的机会,

通常是在一份我们都如此投入的新工作

中 看起来不错,值得拥有

我们很少质疑的工作机会,它值得

我们吗?为什么我们只

考虑当我们成为我们想要

的目标时会发生什么,而不是实现目标

的过程,

也许是因为我们不是 不

总是有机会这样做,

我仍然拥有无法估量的

特权,能够

通过曾经站在我自己立场的人的眼光看到我的价值和潜力,

这唤起

了我认为在很大程度上是 在科学中不常见,

但应该更普遍

我们都应该有幸

成长并拥有

信心

,有人在我们身上看到了

一直

掌控我的兴趣并

优化我现有知识的信心,这

是我从我的第一次研究经验中学到的

在决定是否进行研究时,

认为阻止很多人的是把

你的生命奉献给

无法回答的

事情的可能性,这是肯定的 确实,我们可能

无法回答无法回答

问题,但如果我们从改变自己开始,我们或许能够改变这个问题

这对我来说意味着暂时离开

研究

并加入我们生活在一个非常令人兴奋的

人工智能

和数据科学领域 可以帮助达科他州

的信息和技术数量空前的时代

至少在生物学方面对我来说似乎很令人满意,

以至于解开过去积累的信息

已成为我们现在和

未来

在各个领域的使命,但

对我

来说最重要 人工智能和数据科学拥有

足够的

潜力来保证一场真正的

革命 起初可能看起来很可怕,但为什么不

开发帮助

人类更多关注人类

的技术

骨关节炎

的病理复杂性 我本科学位的中心

仍然需要大量调查来

预防这种情况 完全没有,

但谁适当地管理

抑郁症和慢性 p 的现实 因为这种

情况

仍然会导致,从广义上讲,这

开发技术以承担更大责任的众多方式之一,

可以帮助人类回归

人性,并

此类情况

下提供真正的完全支持

思想和科学的连续性和可遗传性,以及

质疑和创造的动力,

我相信

对我这一代尽职

尽责的新科学家来说是必不可少

所以在所有的事情中,亚历克西刚刚

谈到的最让我产生共鸣

的是有

机会不犯错误的重要性

我的经历并不是很久

以前,但我已经

忘记了我犯过的所有错误

我现在的阿伯丁学生身份并不是

因为我现在远非无懈可击,

而是挑战自己和

犯错误现在已经

很正常了 indset 最初是在我的学生生涯中培养出来的

,希望有了

经验,我现在犯的错误会更少,

但真正重要的是我不

害怕犯错误

,有时会

在讲座中进行那些赌博,我可以看到

对研究的热情 现在它

在暑期学生之前就在那里了,但

希望这个机会

让它成长和繁荣

它改变了她的愿望,她现在

正在为未来可能的研究生涯做准备,

嗯,她的

研究生学习现在进入人工智能,

她装备得更好 通过提供助学金来解开

网络

,我们

永远无法保证该学生将

成为下一个研究科学家,

无论他们最终去哪里,他们都会从经验中受益,

但如果我们不能确定每个

学生都会加入传送带

将他们直接带入博士学位的人才

你知道这值得吗我会

回答是的事实上我们需要更多

助学金,这样我们就可以保证他们中的更多人会继续从事医学研究工作 那么我们如何才能获得更多

的助学金

机会和

时间来举办更多活动

,这

将为我们的年轻科学家提供更多机会来体验

现在的科学追求的回报,

考虑

到一般医学研究的成本,

它们的价值令人难以置信,大约为 1

到 3000 英镑 现在的暑期

学生

奖学金听起来可能很多,但

与 50 万英镑的

三年研究项目相比,

它确实不是,所以我们还需要

大学能够腾出他们的

学术时间,

我的同事几乎没有时间

承担 大多数年份只是一些年假

,因此大学也应该考虑

在谈话课程中最大化员工的工作量

时候让员工监督

这些学生了,这是鼓励下一代的真正

机会

我的机会 这些是科学家们,他们

将为我的家人开发治疗这些疾病的方法,

更广泛的社区,你

可能会受到这种疾病的折磨,你

永远不知道这可能是一种注射,

alexa 在开发中发挥了作用

清除我们所有膝盖的关节炎

谢谢你的倾听