Is There a Link Between Cancer and Heart Disease? | Nicholas Leeper | TED

63,766 views ・ 2022-10-03

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譯者: Lilian Chiu 審譯者: Helen Chang
00:04
In two decades of practicing medicine,
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在行醫的二十年間,
00:06
I've encountered a wide number of medical diagnoses.
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我碰過相當多種的醫療診斷。
00:10
You see, it turns out that there are more than 60,000 different medical diagnoses
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結果發現,在病人的病歷上
可以列出的醫療診斷就有超過六萬種。
00:15
that you can list on a patient's chart.
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00:17
You can actually be diagnosed with a burn injury
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你有可能被診斷為滑水板著火
00:21
when your water skis catch on fire.
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燃燒造成的燒傷。
00:24
There are also codes if you need surgery after being bitten by a pig,
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如果你被豬咬了之後需要 動手術,也有對應的診斷碼,
00:28
(Laughter)
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(笑聲)
00:29
hit by a spacecraft,
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被太空船撞到也有,
00:31
(Laughter)
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(笑聲)
00:32
stabbed while crocheting,
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打毛線時被刺傷也有,
00:34
or my favorite,
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還有我最愛的,
00:36
due to extreme problems with your in-laws.
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和姻親的極端問題造成傷害。
00:38
(Laughter)
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(笑聲)
00:41
But the best of all has got to be the code
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但所有診斷碼中最讚的 應該是被噴射引擎吸入。
00:43
for getting sucked into a jet engine.
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00:46
And the reason that I like this one is because this is not the code
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我這麼喜歡這個診斷碼是因為 它不是初次被吸入的代碼,
00:49
for the first time this happens, but for the subsequent encounter.
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而是後續再次被吸入。
00:52
(Laughter)
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(笑聲)
00:53
So there must be people on this Earth
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所以世界上一定有人 曾被吸入噴射引擎兩次過。
00:55
that have been sucked into a jet engine twice.
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00:57
(Laughter)
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(笑聲)
01:00
But I think, you know, kidding aside,
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但,不開玩笑了,
01:02
we have to recognize
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我們必須要知道,在這裡的每一個人
01:03
that every last one of us in this room
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01:06
is most likely to die of only one of two diagnoses.
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將來最有可能的死亡診斷 大概都是這兩個其中之一:
01:10
And these, of course, are either cancer
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當然,一個是癌症,
01:13
or cardiovascular disease.
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另一個是心血管疾病。
01:15
This speaks to the incredible public health importance
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這就說明了這兩種疾病的 公衛重要性有多高,
01:18
of these two diseases
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01:20
and the urgent, unmet medical need to develop new therapies
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且迫切需要針對它們開發新的 治療方式,而這需要尚未被滿足。
01:23
directed against them.
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01:25
A lot of people are not surprised
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大部分人並不意外 這兩種疾病帶走這麼多人命。
01:27
that these two diseases claimed so many lives.
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01:30
After all, they are very different biologically,
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畢竟,這兩種疾病 在生物學上非常不同,
01:33
they have different risk factors,
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風險因子也不同,
01:35
and they affect very different patient populations.
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會影響的病人族群也非常不同。
01:39
But for the next 15 minutes or so,
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但在接下來的約十五分鐘, 我想要提一個不同的假設:
01:41
I would like to propose a different hypothesis.
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01:44
That perhaps they actually have quite a lot in common.
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它們可能其實有很多共通點。
01:48
And even more importantly,
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更重要的是,我想提出,如果 我們能用這種方式看待它們,
01:49
I would like to suggest that if we think about them this way,
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01:53
we might be able to develop new therapies
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我們可能可以開發新的治療方式,
01:55
that could treat both diseases at the same time.
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來同時治療這兩種疾病。
01:58
So before I tell you why I believe this hypothesis,
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在我告訴各位我為什麼 相信這個假設之前,
02:02
let me lay out the counter arguments against it.
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讓我先列出反對它的論點。
02:05
I think many people would say
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我想,許多人會認為,
02:07
that the old man who smokes cigarettes his whole life
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一生都在抽菸且有心臟病發作的老人
02:10
and has a heart attack
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02:11
shares very little in common with a young person
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和出乎意料得到大腸癌的 年輕人沒有什麼共通點。
02:14
who develops colon cancer out of the blue.
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02:17
But we now know that the risk factors for these diseases
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但現在我們知道 這兩種疾病的風險因子
02:20
have significant overlap.
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有很大一部分重疊。
02:22
And the things that cause one disease can also put you at risk for the other.
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造成其中一種疾病的因子可能會 讓你有得到另一種疾病的風險。
02:27
Well, that may be true,
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也許如此,但我們知道這兩種 疾病在遺傳學上非常不同。
02:28
but we know that genetically these diseases couldn't be more different.
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02:32
I'm sure many of you have heard about these cancer genes
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我相信很多人曾聽過 癌症基因有可能會突變,
02:35
that can be mutated in families
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02:37
that could put both mother and daughter at risk for breast cancer.
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在家族中會讓母女都有乳癌的風險。
02:41
We know that those genes have nothing to do with heart attack,
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我們知道那些基因 和心臟病發作無關,
02:45
and that's true also.
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那也是真的。
02:47
But I would point out that those genes were discovered decades ago,
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但我要強調,那些基因 是數十年前發現的,
02:50
before the Human Genome Project
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是在人類基因組計畫之前,
02:52
and before we could scan all three billion base pairs at the same time.
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是在我們能同時掃瞄 三十億鹼基對之前。
02:57
And when we do this for patients having heart attack,
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當我們針對心臟病 發作的病人做掃瞄時,
03:01
we find that the top hotspot for having a heart attack
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我們發現心臟病發作的最熱點
03:04
is located on chromosome nine,
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位在第九號染色體,
03:06
shown here with these blue dots.
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在圖上用藍點呈現。
03:08
And what shocked the world when this paper was first published
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這篇論文首次刊出時 震撼了世界,因為它發現
03:12
was that this genetic locus has nothing to do with smoking
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這個基因所在位置完全無關乎
03:15
or cholesterol or diabetes.
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抽菸、膽固醇,或糖尿病。
03:18
But actually seems to control a well-known cancer gene
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反而似乎是在控制 一個很知名的癌症基因,
03:21
that's mutated in patients with melanoma, brain cancer,
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這個基因在有黑色素瘤、腦癌、
肺癌等疾病的病人體內會突變。
03:26
lung cancer, etc.
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03:28
And so for decades,
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所以,數十年來,我們的焦點都 放在傳統的心臟病風險因子上,
03:29
we've been focusing on the traditional cardiac risk factors.
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03:33
But the genetics now tell us
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但現在遺傳學告訴我們, 最重要的因子
03:34
that the most important factor may actually have to do
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反而可能是和一個 知名的癌症基因有關。
03:38
with a well-known cancer gene instead.
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03:42
Well, that's an interesting observation,
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觀察到這種現象十分有趣, 但我們知道如果用顯微鏡看
03:44
but we know that if you look under the microscope
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這兩種疾病,它們大大不同。
03:46
at these two diseases,
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03:47
they couldn't be more different.
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03:49
When I was in medical school,
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我在醫學院學到的是
03:50
I was taught that cancer is really just about cells dividing too quickly.
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癌症只是細胞分裂太快速。
03:55
And you can imagine this lung tumor
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各位可以想像,這個肺部腫瘤
03:57
growing over time and taking over the lung,
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隨時間長大,佔據整個肺部,
04:00
and that this has nothing to do with what happens in heart disease,
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且這和心臟病的狀況完全無關。
據我所學,心臟病這個問題 源自於膽固醇升高,
04:04
which is a problem that, I was taught,
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04:06
was due to the buildup of cholesterol
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04:08
that can ultimately lead to the blockage of an artery
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最終導致動脈阻塞、 心臟病發作,或中風。
04:11
and a heart attack or a stroke.
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04:13
And to be sure, both of these biological processes are critically important.
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不可否認,這兩種 生物學過程都極重要。
04:18
But I would point out that the modern-day textbook of these diseases
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但我要強調,關於 這些疾病的現代教科書
04:22
is getting harder and harder to tell apart.
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越來越難分別出來。
04:25
We now know that both of these conditions are dominated
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我們現在知道,支配這些疾病的包括
04:27
by the influx of inflammatory cells
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大量湧進炎症細胞,
04:30
and immune cells and abnormal blood vessels
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以及免疫細胞,以及異常血管,
04:33
and even stem cells.
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甚至幹細胞。
04:35
And so maybe the textbooks that I used are out of date.
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也許,我用的教科書已經過時了。
04:40
Well, at this point, you might say these are interesting observations,
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此時,各位可能會說, 這是很有趣的觀察,但,
有沒有任何臨床資料指出
04:44
but is there any clinical data which would suggest
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04:46
that patients with one disease are actually at higher risk of the other?
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患有其中一種疾病的病人, 得到另一種疾病的風險也較高?
04:51
Turns out that investigators, both in Asia and Europe,
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結果是,亞洲和歐洲的研究者
04:54
have now started to test this hypothesis.
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現在都開始測試這項假設。
04:57
And just last year,
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就在去年,德國刊出了 一篇非常重要的文章,
04:58
a very important article was published out of Germany,
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05:01
where they looked at more than 100,000 individuals
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他們研究了超過十萬名 有充血性心力衰竭的人,
05:04
with congestive heart failure
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05:06
and they found that these people were at much higher risk
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發現這些人得到 癌症的風險更高許多。
05:09
of developing cancer.
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05:11
This is really interesting
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這很有趣,對我的意義是,
05:12
and suggests to me that indeed having one disease
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的確,患有一種疾病的確會讓你 有更高的風險得到另一種疾病。
05:16
may put you at risk of the other.
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05:19
But this also raises a very important scientific principle
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但,這也帶出了一條 非常重要的科學原則,
05:23
that association is not the same as causation.
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有關聯不表示有因果關係。
05:27
And if you wanted to test that hypothesis,
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若你想要檢定那個假設,
05:29
you would have to do an experiment where you took a healthy individual
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你就得做個實驗, 找來健康的受試者,
05:33
and then intentionally gave them a heart attack.
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並刻意讓他們心臟病發作。
05:36
You'd have to let some time go by
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你得等一段時間,看看 他們的身體有什麼改變發生。
05:38
to see what changes occur throughout the body.
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05:41
And then you could determine if their rate of cancer was higher
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接著你就能判定他們 得癌症的機率是否更高,
05:44
or vice versa, if their rate of heart disease was higher.
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或反過來,他們得到 心臟病的機率是否更高。
05:48
Now, obviously, we can't do this type of an experiment in human beings.
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很明顯,我們不能 用人類來做這種實驗。
05:51
This would be unethical.
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這有違倫理。
05:54
But this type of an experiment is done in research laboratories
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但,全世界每天都有這種實驗 在研究實驗室中進行,
05:57
every day around the world
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05:59
in mouse models of human disease.
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做的是人類疾病的老鼠模式。
06:02
Just last year, two very important studies were published
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在去年,有兩篇 非常重要的論文被刊出,
06:05
where investigators took healthy mice
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研究者採用健康的老鼠,
06:07
and then implanted small tumors underneath their skin.
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將小腫瘤植入到牠們的皮膚下。
06:11
They looked at the rate at which these cancers would grow over time.
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他們探究這些癌症 隨時間的成長速度。
06:15
And what they found in both studies was that the mice who had heart disease
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兩篇論文都有同樣的發現: 有心臟病的老鼠
06:19
had much higher rates of cancer.
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癌症成長的速度也比較快。
06:22
And what was fascinating to me
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很吸引我的是,
06:24
was that they were able to confirm these findings
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他們確認多種腫瘤具有同樣的現象,
06:26
across a wide range of tumors,
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06:28
suggesting to me that really the presence of heart disease
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對我的意義是,確實, 只要有心臟病的存在,
06:32
is sufficient to accelerate cancer growth.
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就足以加速癌症的成長。
06:37
So having heard all this,
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所以,聽到這一切之後,
06:39
the natural question is whether we can do anything about this.
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很自然會問,對此, 我們有沒有什麼對策?
06:44
So outside of my work at Stanford, one of my volunteer roles
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除了我在史丹佛的工作之外, 我也在美國心臟協會當志工。
06:48
is with the American Heart Association.
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06:50
And one of our public health initiatives is called Life’s Simple Seven.
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我們有一套公衛指引叫做 「生活簡單七件事」。
06:55
We try to get patients with a history of heart disease
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我們希望有心臟病病史的病人能夠
06:57
to control these very simple and straightforward risk factors
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控制好這些非常簡單 又直接的風險因子,
07:01
like exercise, cholesterol and diet.
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比如運動、膽固醇,和飲食。
07:04
The idea here is that if you can control these,
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背後的概念是如果你能把這些 控制做好,應該就比較不會
07:06
you should be able to lower your risk
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07:08
of having additional cardiovascular events.
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發生額外的心血管事件。
07:11
This is now pretty widely accepted.
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現在這觀念已被廣為接受。
07:14
But what's fascinating to me
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但,吸引我的是, 現在有一群研究者在研究
07:15
is that a group of investigators have now looked at the association
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這些風險因子和癌症之間的關聯。
07:19
with these risk factors and cancer.
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07:22
And in a study with more than 10,000 individuals
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有一項研究,對象超過一萬個人,
07:25
who were followed for almost two decades,
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追蹤時間近二十年,
07:27
they found the people who had optimal control
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他們發現,能把風險因子 控制到最理想的人,
07:30
of all their risk factors
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07:32
had a pretty low rate of developing cancer.
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得到癌症的比例就相當低。
07:36
But for each risk factor which fell out of control,
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但,每有一個風險因子失控,
07:39
the risk of malignancy went up.
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惡性腫瘤的風險就會上升。
07:42
And you can see that the group who had poor control of all seven risk factors
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各位可以看到,七個風險因子 通通沒控制好的族群,
07:46
had by far the highest rates of cancer,
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是目前癌症比率最高的族群,
07:49
with nearly a doubling of the risk.
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風險變成接近兩倍。
07:52
So this suggests to me that,
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這告訴我,如果我們想要控制癌症,
07:53
in fact, if we want to control cancer,
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07:56
we might start by controlling our cardiac risk profile.
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我們可能可以從控制好 心血管風險做起。
08:01
So this is fine and we continue to encourage our patients to do this.
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這很好,我們也持續 鼓勵我們的病人這麼做。
08:07
But the reality is that even if I had a magic wand
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但,現實是,就算我有魔杖,
08:10
and could somehow optimally control everybody's risk factors,
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且能以某種方式把大家的 風險因子都控制到最理想,
08:14
we know that we would still be dealing with both the number one
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我們知道,我們仍然要面對全世界
08:18
and number two causes of death worldwide.
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第一名和第二名的死因。
08:21
This tells us that we need to find new therapies
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這表示,我們需要 找到新的治療方式,
08:24
that could treat or even prevent these conditions in the first place.
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能夠治療這些疾病或甚至 一開始就預防它們發生。
08:30
Now our laboratory chooses to do this
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我們的實驗室選擇採用 一種無偏差的遺傳學方法。
08:32
with an unbiased genetics approach.
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08:34
We take biopsies from patients
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我們從病人取得活組織切片,
08:36
with or without a wide variety of tumors,
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包括有和沒有多種腫瘤的病人,
08:39
or with and without cardiovascular disease.
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或有和沒有心血管疾病的病人。
08:42
And instead of looking at one gene at a time,
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我們不是一次看一個基因, 而是掃瞄整個基因組,
08:44
we scan the whole genome and look at the expression of all 20,000 genes.
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觀察所有兩萬個基因的表現。
08:49
You can plot these on a plot like this
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結果可以畫在這樣的圖上,
08:51
where each gray dot represents its own gene.
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每個灰點都代表其自己的基因。
08:54
And when you acquire enough samples,
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當你取得足夠樣本, 就可以開始找模式,
08:56
you can begin to identify patterns of those genes
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08:59
which are bad for cancer
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比較對癌症不好的基因 vs. 保護對抗癌症的基因。
09:01
versus those that protect against it.
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09:04
And do the same type of an experiment
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再做同樣的實驗,
09:06
to find those things that will accelerate or prevent against cardiovascular disease.
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去找出什麼會加速 或預防心血管疾病。
09:12
Now, I think the clever part of this approach
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我認為這個方法的聰明之處
09:14
is to integrate these
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09:15
and to run these analyses simultaneously.
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在於整合並同時分析。
09:19
When you do this, we can begin to look at factors in the red quadrant.
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這麼做,就能開始研究
紅色象限中的因子。
09:24
These are genes that we suspect should be bad
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我們懷疑這些基因對於 心臟病及癌症兩者都不好,
09:27
for both heart disease disease and cancer
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09:29
and must be avoided at all costs.
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應該要不計代價避免。
09:32
Or even better,
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更好的是,
09:34
perhaps we can find factors in the blue quadrant
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也許我們能找到藍色象限中的因子,
09:36
that should be able to protect against both diseases.
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它們應該能保護我們, 對抗這兩種疾病。
09:40
We hypothesize that those factors in the blue quadrant could be prioritized
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我們假設在藍色象限中的 這些因子能夠被擺在優先順位,
09:45
to help us find new medicines to cure these two leading killers.
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來協助我們找到新藥,
來治癒這兩種頭號殺手。
09:51
Now our group has run these analyses on several thousand individuals.
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我們的團隊已經分析了數千個人。
09:55
This work is still underway,
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研究仍然在進行中,
09:58
but so far we've identified a list of about three dozen pathways
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但目前我們已經找出了 近四十條途徑,
10:01
that we do think should be prioritized.
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認為它們都該被擺在優先順位。
10:04
Now, time will tell if these work.
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時間會證明這是否行得通,
10:07
If all of them work, if some, if any of them work.
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它們全部、當中幾種、 當中任何一種是否行得通。
10:10
We just don't know.
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我們還不知道。
10:13
But I do want to show you a couple of examples
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但我想舉幾個例子, 顯示我們的方向是對的。
10:15
that would suggest that we're on the right path.
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10:19
In the red quadrant, one of the factors we found relates to inflammation.
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在紅色象限中,我們找到的 其中一個因子和發炎有關。
10:24
And we often think of inflammation as being bad,
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我們通常都認為發炎是不好的,
10:27
but in reality, this is a process
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但事實上,它是個過程,
10:29
that our body evolved to help us recover from injury
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我們的身體演化出這個過程 來協助我們從受傷中復元,
10:33
or to mount a fever to fight off an infection.
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或者用發燒的方式來擊退感染。
10:36
But of course, there are always times
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但,當然,總是有些時候 我們的身體會有太多某種東西。
10:38
where our body has too much of something.
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10:40
In this case,
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在這個例子中,
10:41
there's a rare genetic syndrome
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有一種罕見的遺傳症候群,
10:43
where children can be born with overactive inflammation,
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孩子出生時可能就有 過度活躍的發炎,
10:47
and they can have recurrent episodes of high fevers and rashes
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他們有可能會一再發高燒和起疹子,
10:51
and other neurocognitive and developmental delays.
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還有其他神經認知和發展上的延遲。
10:55
Now in a triumph of science,
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科學上有成功的進展,
10:57
investigators have pinpointed the exact molecule responsible for this,
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研究者已經針對這種疾病 精確找出了確實的分子反應,
11:01
and they developed a drug that can block it.
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並開發出了一種藥物來阻止它。
11:04
These children who have these rashes that I mentioned before
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我剛才提到這些會起疹子的孩子,
11:07
can have a relatively remarkable improvement on these drugs
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用了這些藥物之後, 有相對十分驚人的改善,
11:11
and almost get back to a normal quality of life.
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且幾乎可以找回正常的生活品質。
11:15
But relevant to today's talk,
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但和今天的演說 相關的是,結果發現,
11:16
it turns out that there are a group of cardiologists
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數十年來,有一群 心臟病學家就已經假設
11:20
who, for decades, have hypothesized
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11:22
that these same inflammatory factors may also be driving heart disease.
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同樣這些發炎因子 也有可能會促成心臟病。
11:27
They were able to convince the company that makes this drug
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他們成功說服該公司 製造這種藥物來做試驗,
11:30
to do a trial to look at the effect of this medicine
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以研究藥物的效果,
11:33
in patients who had had a heart attack or a stroke in the past.
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對象是以前有過心臟病 發作或中風的病人。
11:37
And really, it was no surprise to many of us
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實際上,當這個試驗的結果被刊出時,
11:39
when the results of this trial were published.
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我們多半不感到吃驚。
11:42
And they showed that, in fact, compared to a placebo,
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結果指出,事實上,和安慰劑相比,
11:45
that this medicine could prevent recurrent cardiovascular events.
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這種藥物能夠預防 一再發生心血管事件。
11:50
But our algorithms predict that this drug
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但我們的演算法預測,這種 藥物不僅能協助預防心臟病,
11:52
should not only help prevent heart disease
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11:55
but also should be able to prevent cancer.
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也應該能預防癌症。
11:58
And so this particular article gained a lot of attention
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所以這篇文章得到了 很多關注,因為,
12:01
because when they unblinded their results,
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當他們將結果解盲時,
12:04
the investigators were shocked to find
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研究者很訝異,他們發現 不僅病人的心臟病發作減少,
12:06
that not only were the patients having fewer heart attacks
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12:09
but they were having a much lower rate of developing lung cancer
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他們得到肺癌的機率也低很多,
12:13
and a much lower rate of even dying from cancer.
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甚至連因為癌症 過世的機率也低很多。
12:16
In fact, these results were so surprising and powerful
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事實上,這些結果相當驚人且強大,
12:19
that I understand the company that makes this drug
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據我所知,該公司 現在正在轉變方向,
12:22
is now pivoting and prioritizing this as a cancer drug,
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將它優先作為癌症藥物,
12:25
because the effects were so significant.
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因為效果是如此顯著。
12:29
How about another example from the blue quadrant this time?
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再來舉個藍色象限的例子如何?
12:33
Well, here we come to one of my favorite cells in the body,
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這裡就要提到我最愛的 人體細胞之一,
12:36
which is an immune cell called the macrophage.
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那就是巨噬细胞,一種免疫細胞,
12:39
Now, macrophage is from the Greek, meaning "big eater."
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巨噬 macrophage 這個字是來自希臘文。
12:43
And the role of this cell is to patrol the body,
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這種細胞的角色是 像哨兵一樣在身體中巡邏,
12:45
like a sentinel,
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12:46
and it looks for invading bacteria.
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尋找入侵的細菌。
12:49
When it sees them, it actually will eat them
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發現它們時,巨噬細胞會吃掉它們,
12:51
and remove them from our body before they can expand
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在它們能增長並造成身體感染 之前就把它們從體內除掉。
12:54
and cause an infection.
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12:57
But just like in the last example, there are oncologists
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但,就如同上一個例子,
有些腫瘤學家假設
13:01
who have hypothesized that these macrophages
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這些巨噬細胞不僅必須要吃掉細菌,
13:03
don't just have to eat bacteria,
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13:05
but they also have to look for and eat cancer cells
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也得尋找並吃掉癌細胞,
13:09
and hopefully get rid of them before they can grow
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希望能在癌細胞成長 和轉移之前就把它們解決。
13:11
and metastasize.
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13:13
And so there's been a major initiative to develop medicines
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所以,有一個重大計畫 就是希望能開發藥物,
13:16
that can increase the appetite of these cells
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來增加這些細胞的食慾, 幫助它們去追殺腫瘤。
13:18
to help them go after those tumors.
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13:22
Now, this story is still in its early days,
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這個故事目前才在前幾章,剛開始,
13:24
and it's unclear if this type of an approach will work.
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還不清楚這種方法行不行得通。
13:28
But some of the early studies would suggest
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但一些早期的研究指出,
13:30
that patients who have metastatic lymphoma,
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有轉移性淋巴瘤的病人,
13:33
which you can see spread throughout this person's body on their CAT scan,
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他們的電腦斷層掃瞄結果 顯示全身性的擴散,
13:37
that they may have a remarkable response to these types of drugs.
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而這些病人對這類藥物 可能會有很不凡的反應。
13:41
And you can imagine here that the tumors are melting away
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各位可以想像,腫瘤因為 被吃掉了而在消失中,
13:44
as they're being eaten by these cells
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這些細胞的食慾增加, 所以開始吃它們。
13:47
due to their increased appetite.
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13:50
But once again, what we found is that our algorithms predict
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但同樣的,我們發現 我們的演算法預測
13:53
that, yes, this drug should work for cancer,
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是的,這種藥物對癌症應該有效,
13:56
but we think it might also work for heart disease.
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但我們認為它對心臟病應該也有效。
13:59
And so we've now gone back and retrospectively analyzed
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所以現在我們回頭去, 用回溯性的方式
分析同樣這些癌症病人的 同樣這些掃瞄結果。
14:03
the same CAT scans from the same cancer patients.
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14:06
But this time, instead of looking at the signal from their tumors,
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但這次不是要研究 來自他們身上腫瘤的信號,
14:11
we can look at the signal in their blood vessels.
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我們改成研究他們血管中的信號。
14:14
And here I'm pointing with the arrow to the carotid artery.
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這裡我用箭頭標記的地方是頸動脈。
14:18
This is the artery
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頸動脈負責將血液帶到腦部,
14:19
that brings the blood to the brain,
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14:20
this is where cardiovascular disease will build up
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心血管疾病通常會逐漸在此處形成,
14:23
in patients before they have a stroke.
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接著病人就可能會中風。
14:25
And what we found is that while their cancer was melting away,
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我們發現,不僅 他們的癌症在消失中,
14:29
it looks like their cardiovascular disease was melting away, too.
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同時他們的心血管疾病也在消失中。
14:33
And so, once again,
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所以,同樣的,
14:35
these algorithms are predicting
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這些演算法預測我們可能 可以找出一些治療方法,
14:36
that we may be able to identify therapies
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14:39
that could be dual purposed to attack both conditions at the same time.
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具有雙重用途,
同時對付兩種疾病。
14:44
We don't yet know if any of these other pathways
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我們還不知道
這些其他的途徑 是否會有同樣的成功,
14:48
will have the same type of success.
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14:50
But what we do know for sure is the lesson that Galileo taught us
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但我們能肯定知道的,
是伽利略在近四百年前 教我們的道理,
14:54
almost four centuries ago,
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14:56
and that there is no such thing as settled science.
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那就是:沒有所謂已解決的科學。
14:59
We must challenge dogma,
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我們必須要挑戰信條, 我們必須要打破傳統的窠臼。
15:01
we must break down traditional silos.
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15:04
Because if we do,
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因為如果我們能做到,
15:06
we may no longer be powerless against these leading killers,
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面對這些頭號殺手, 我們可能就不會無能為力,
15:10
but may, in fact find ways to treat the world's two leading killers.
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事實上,還有可能可以找到方法來治療
世界上的這兩個頭號殺手。
15:15
Thank you.
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謝謝。
15:17
(Applause)
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(掌聲)
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