WEBVTT 00:00:14.996 --> 00:00:17.491 I have a small goal this morning. 00:00:17.491 --> 00:00:20.689 You have given me your 18 minutes of your time, 00:00:20.697 --> 00:00:22.434 and 18 minutes from now 00:00:22.448 --> 00:00:26.897 I'm going to make you a little wiser, a little smarter than now. 00:00:26.897 --> 00:00:31.935 I'm going to share my thoughts and wisdoms from my scientific activity. 00:00:32.555 --> 00:00:35.915 I'm a synthetic biologist. 00:00:35.915 --> 00:00:37.582 Being a synthetic biologist 00:00:37.582 --> 00:00:42.310 I'm dreaming about applying the principles of biology 00:00:42.310 --> 00:00:49.343 to create synthetic signals in the body or synthetic life forms. 00:00:49.628 --> 00:00:57.215 Let me start off by telling you what is actually killing us. 00:00:58.588 --> 00:01:03.579 I'm using American statistics to illustrate this point. 00:01:03.579 --> 00:01:08.611 What's shown here are the cause of death before you naturally die. 00:01:08.611 --> 00:01:13.100 And you can see a number of things that you're familiar with. 00:01:13.100 --> 00:01:15.186 You may have already noticed 00:01:15.186 --> 00:01:19.166 that the most three common reasons to die 00:01:19.166 --> 00:01:21.840 are those infectious disease. 00:01:21.840 --> 00:01:26.391 This is the data from 1900, about a hundred years ago. 00:01:26.391 --> 00:01:29.490 As of today, the year 2010, 00:01:29.490 --> 00:01:33.605 you can see a different list of cause of death here, 00:01:33.605 --> 00:01:38.705 and you may have already noticed that those diseases that you noticed, 00:01:38.705 --> 00:01:44.530 that I grayed out here, are infectious diseases. 00:01:44.530 --> 00:01:46.030 And those diseases, 00:01:46.030 --> 00:01:50.998 diphtheria or pneumonia or tuberculosis, 00:01:50.998 --> 00:01:55.082 those infectious diseases have essentially been eradicated 00:01:55.082 --> 00:02:00.210 thanks to the discovery of antibiotics and vaccines. 00:02:00.210 --> 00:02:05.155 And this is a remarkable achievement by medical doctors and the drug industry. 00:02:05.155 --> 00:02:08.578 Actually, it happened for the first time in the human industry 00:02:08.578 --> 00:02:13.126 that the life expectancy, average life expectancy, 00:02:13.133 --> 00:02:17.903 has increased from about 47 years a hundred years ago 00:02:17.903 --> 00:02:22.139 to about 79 years as of today. 00:02:22.139 --> 00:02:26.744 Now, if you look at the list of things that are killing us today, 00:02:26.744 --> 00:02:31.221 they are difficult diseases: cancers, cardiovascular disease. 00:02:31.248 --> 00:02:34.343 These are not caused by infection. 00:02:34.343 --> 00:02:38.202 These are caused by the breakdown of internal systems. 00:02:38.202 --> 00:02:44.970 Cellular messaging systems inside your body are breaking down, 00:02:44.987 --> 00:02:49.385 and that's when these diseases start to occur. 00:02:49.423 --> 00:02:54.348 And a couple of other diseases that you notice are underlined in red: 00:02:54.400 --> 00:02:57.463 suicide, Alzheimer's, diabetes, 00:02:57.463 --> 00:03:00.278 these are lifestyle diseases. 00:03:00.278 --> 00:03:03.136 So these diseases are very difficult to address, 00:03:03.136 --> 00:03:08.491 and possibly, if we manage to cure these diseases, 00:03:08.491 --> 00:03:13.058 can we actually aim or desire to live even longer? 00:03:13.058 --> 00:03:17.697 Have you actually thought about living longer to 150 years or more? 00:03:19.252 --> 00:03:22.758 But more importantly, the real important question is: 00:03:22.758 --> 00:03:29.019 If you were given 150 years or 200 years or as long as you want, 00:03:29.019 --> 00:03:31.630 what kind of living is it going to be? 00:03:31.630 --> 00:03:34.922 And that's the topic that I'm going to talk about today. 00:03:34.922 --> 00:03:37.423 Is it going to be a smart living? 00:03:37.423 --> 00:03:40.118 Or what kind of life is it going to be? 00:03:40.118 --> 00:03:45.703 And a lot of things are happening these days in biological field, 00:03:45.703 --> 00:03:51.376 and I'm going to highlight that this living longer is not a simple task. 00:03:51.484 --> 00:03:57.254 Actually, we, our genome, is already designed to terminate our body 00:03:57.254 --> 00:03:59.817 after about 100 years or so. 00:03:59.817 --> 00:04:02.016 This was discovered about 50 years ago 00:04:02.016 --> 00:04:06.270 by a scientist, Leonard Hayflick, at the University of Pennsylvania. 00:04:06.270 --> 00:04:08.389 In the laboratory he discovered 00:04:08.389 --> 00:04:10.774 that cells that make up our body 00:04:10.774 --> 00:04:15.274 actually stop dividing after about 50 times. 00:04:15.274 --> 00:04:18.130 It was a very peculiar phenomenon. 00:04:18.130 --> 00:04:21.682 Why did they stop dividing and die? 00:04:21.682 --> 00:04:24.876 That means our physical limitations are already imposed. 00:04:24.876 --> 00:04:26.958 We cannot live forever. 00:04:26.958 --> 00:04:29.782 And this mystery was partly solved 00:04:29.782 --> 00:04:33.842 when Elizabeth Blackburn at U.C. San Francisco 00:04:33.854 --> 00:04:37.270 discovered that the tip of our chromosome, 00:04:37.270 --> 00:04:39.333 actually called a telomere, 00:04:39.333 --> 00:04:42.255 is getting shorter and shorter. 00:04:42.255 --> 00:04:44.601 Whenever cells divide it gets shorter. 00:04:44.616 --> 00:04:49.148 So, after about 50 cell divisions, you have no more telomere left, 00:04:49.211 --> 00:04:52.509 and that's when our body starts to break down 00:04:52.528 --> 00:04:55.629 and we cannot live any longer. 00:04:55.665 --> 00:05:00.011 So the challenge you may have hoped for a couple of minutes ago, 00:05:00.011 --> 00:05:03.230 that you may be able to live 300 years or longer, 00:05:03.230 --> 00:05:04.729 is not that simple. 00:05:04.729 --> 00:05:08.011 It's not going to happen unless we do something about it. 00:05:09.731 --> 00:05:12.260 OK. To get to that discussion 00:05:12.260 --> 00:05:16.229 I'm going to remind you of three points from your high school biology. 00:05:16.260 --> 00:05:18.163 Just three points. OK? 00:05:18.163 --> 00:05:22.672 Our body is made up with 37 trillion cells, 00:05:22.672 --> 00:05:25.672 give or take, 37 trillion cells. 00:05:25.672 --> 00:05:27.080 Point number two: 00:05:27.080 --> 00:05:33.402 Each cell that makes up our body contains 23 pairs of chromosomes, 00:05:33.402 --> 00:05:36.932 and chromosomes are where genetic material is stored. 00:05:36.932 --> 00:05:38.643 Remember that? 00:05:38.687 --> 00:05:44.871 And each of this DNA is made up with only four kinds of compounds. 00:05:44.871 --> 00:05:46.638 We call them bases. 00:05:46.651 --> 00:05:50.538 They are A, T, G and C. 00:05:50.547 --> 00:05:52.097 Remember all this? 00:05:52.115 --> 00:05:54.058 OK. You're ready. 00:05:54.058 --> 00:05:58.423 OK. I'm going to highlight only two major breakthrough discoveries 00:05:58.423 --> 00:06:02.272 made in the past few decades in modern biology. 00:06:02.276 --> 00:06:06.141 In my mind, it was the turning point for modern biology 00:06:06.141 --> 00:06:11.555 when James Watson, American postdoc who went to Cambridge University, 00:06:11.555 --> 00:06:14.055 who worked with Francis Crick, 00:06:14.055 --> 00:06:17.055 then a graduate student at Cambridge University, 00:06:17.055 --> 00:06:22.636 when they together worked out a three-dimensional structure of DNA. 00:06:24.236 --> 00:06:28.425 DNA is made up with the two spirals as you can see in the slides. 00:06:28.466 --> 00:06:30.119 And that was the first time, 00:06:30.136 --> 00:06:34.045 with this visual confirmation of what DNA looks like, 00:06:34.069 --> 00:06:37.100 that people have been able to sort out 00:06:37.100 --> 00:06:40.940 how genes are transferred from parents to children, 00:06:40.940 --> 00:06:42.329 how they are replicated 00:06:42.329 --> 00:06:47.798 and how our characters are copied from one generation to another. 00:06:47.822 --> 00:06:53.496 Actually biology, for the first time faced a solid principle. 00:06:53.700 --> 00:06:56.430 In biology it's very hard to find a principle. 00:06:56.430 --> 00:07:01.869 This is the principle that all life forms on Earth rely on. 00:07:01.895 --> 00:07:07.444 DNA is the blueprint of our life that transcribes into RNA, 00:07:07.452 --> 00:07:11.170 and RNA is the messenger to translate into a protein, 00:07:11.170 --> 00:07:12.921 and protein is the component 00:07:12.921 --> 00:07:17.212 that circulates within your body to perform certain functions. 00:07:17.212 --> 00:07:20.444 And this central dogma is unshaken, 00:07:20.444 --> 00:07:23.460 and it's going to be the principle of life. 00:07:23.482 --> 00:07:26.512 The second major breakthrough discovery 00:07:26.530 --> 00:07:30.219 happened in 2000, about 10 years ago. 00:07:30.219 --> 00:07:32.949 It was a lucky case for Bill Clinton, 00:07:32.949 --> 00:07:35.624 it was towards the end of his term in 2000, 00:07:35.624 --> 00:07:38.837 and two main scientists, 00:07:38.837 --> 00:07:41.438 Craig Venter on the left, and then Francis Collins, 00:07:41.438 --> 00:07:45.417 they announced the completion of the human genome. 00:07:45.417 --> 00:07:49.239 Before then, we didn't really know for sure what we are made up with. 00:07:49.239 --> 00:07:50.721 After this work 00:07:50.737 --> 00:07:57.030 we now know we are made up with 3 billion base pairs of A, T, G and C. 00:07:57.030 --> 00:07:59.769 And that's the blueprint we have. 00:07:59.769 --> 00:08:04.623 That's what we're going to deal with to make smarter living. 00:08:04.623 --> 00:08:08.400 This is what happens during the process of what we call development. 00:08:08.400 --> 00:08:11.650 We all start out with a single embryo. 00:08:11.650 --> 00:08:13.278 You understand this, right? 00:08:13.278 --> 00:08:17.011 This single embryo goes through the process of development. 00:08:17.011 --> 00:08:18.544 We call it development. 00:08:18.544 --> 00:08:21.654 Through this process to turn into a tissue and a body, 00:08:21.654 --> 00:08:24.182 there are number of developmental signals. 00:08:24.190 --> 00:08:25.819 The names are not important. 00:08:25.819 --> 00:08:29.266 Those are protein molecules that go around in your body 00:08:29.266 --> 00:08:34.289 to tell the cell to turn into a heart or pancreas or skin 00:08:34.289 --> 00:08:36.313 and that forms into a body. 00:08:36.323 --> 00:08:43.799 And this green arrow is unfortunately designed and blueprinted in your genome, 00:08:43.823 --> 00:08:46.134 and it's a one-way street. 00:08:46.211 --> 00:08:49.255 So if something goes wrong in your pancreas, 00:08:49.311 --> 00:08:51.511 you're going to have diabetic conditions. 00:08:51.549 --> 00:08:53.534 If your heart stops working 00:08:53.569 --> 00:08:57.500 then you will have a heart disease and skin problems, things like that. 00:08:57.514 --> 00:09:00.451 And those are the barriers we want to overcome. 00:09:00.451 --> 00:09:06.632 And the major technological discovery 00:09:06.667 --> 00:09:10.865 was made by a scientist almost single-handedly 00:09:10.865 --> 00:09:13.761 - his name is Yamanaka from Kyoto University - 00:09:13.761 --> 00:09:15.699 about 10 years ago. 00:09:15.699 --> 00:09:19.352 And he was able to take one of these skin cells, 00:09:19.352 --> 00:09:21.935 differentiated skin cells, 00:09:21.935 --> 00:09:26.782 and then induced a certain set of genes called transcription factors 00:09:26.782 --> 00:09:28.669 by use of a virus, 00:09:28.669 --> 00:09:33.542 and then made them into almost like embryo-like cells. 00:09:33.542 --> 00:09:35.041 It's not exactly an embryo. 00:09:35.041 --> 00:09:38.832 It's cells in a Petri dish, but it works like an embryo, 00:09:38.832 --> 00:09:42.123 so that you have a second chance to restart this engine, 00:09:42.123 --> 00:09:45.864 go through the green arrow all over again, 00:09:45.864 --> 00:09:50.322 so that you now can have possibly fresh new tissue. 00:09:50.322 --> 00:09:52.407 If you happen to have a bad heart, 00:09:52.417 --> 00:09:56.762 then you can possibly create this Petra dish of cells, 00:09:56.785 --> 00:10:02.373 and then differentiate back to a fresh new heart and put it back in your body. 00:10:02.373 --> 00:10:07.904 Now that's something we can use to make this longer, smart living. 00:10:07.904 --> 00:10:10.395 What's missing though in this red arrow 00:10:10.395 --> 00:10:15.665 are the synthetic signals that put this back on time, 00:10:15.665 --> 00:10:18.349 because nature has never intended 00:10:18.364 --> 00:10:25.483 to dedifferentiate back from skin cells back to embryo-like cells. 00:10:25.483 --> 00:10:29.682 So these synthetic signals are something that never existed in nature, 00:10:29.682 --> 00:10:32.421 and that's when my research got really kicked in. 00:10:32.421 --> 00:10:36.065 I was interested in attempting to see something we can do. 00:10:36.065 --> 00:10:38.940 Before I tell you about the second major breakthrough, 00:10:38.940 --> 00:10:44.039 I prepared one slide to illustrate AB204 highlighted in yellow. 00:10:44.039 --> 00:10:46.138 It mimics BMP2. 00:10:46.138 --> 00:10:51.199 BMP2 is a natural signal that tells the cell to turn into bone. 00:10:51.199 --> 00:10:54.053 Can we do better than Mother Nature? 00:10:54.053 --> 00:10:58.612 And that technology is the first technology that I just told you about. 00:10:58.677 --> 00:11:02.572 Here's the bone, the top of the skull of a mouse. 00:11:02.572 --> 00:11:07.427 We made a little hole, about 5mm diameter hole, 00:11:07.427 --> 00:11:10.820 and if the hole is too big, they don't fuse back. 00:11:10.820 --> 00:11:13.585 If you have a little crack, they generally fuse back, 00:11:13.585 --> 00:11:17.965 but the adult bones are not that good in repairing themselves. 00:11:17.965 --> 00:11:20.969 So, after three months it remains like a hole. 00:11:20.969 --> 00:11:25.830 With BMP2 natural signals soaked into a piece of sponge 00:11:25.830 --> 00:11:28.772 and put it on to that little 5mm hole, 00:11:28.788 --> 00:11:30.450 then after three months 00:11:30.476 --> 00:11:34.366 you can see the big part of that hole has been sealed back. 00:11:34.381 --> 00:11:36.834 And you can see X-ray photography underneath, 00:11:36.855 --> 00:11:39.671 so that you can see a significant recovery. 00:11:39.671 --> 00:11:42.562 This is the synthetic signal that I created, 00:11:42.590 --> 00:11:46.187 AB204 with a 0.1 microgram. 00:11:46.200 --> 00:11:51.390 You notice it's a one-tenth of material soaked in the same piece of sponge, 00:11:51.390 --> 00:11:53.244 and put it on to that hole, 00:11:53.244 --> 00:11:56.534 you can see a much better recovery of the bone. 00:11:56.534 --> 00:11:58.244 Actually, it's too much. 00:11:58.244 --> 00:12:00.410 So probably you don't need even 0.1, 00:12:00.410 --> 00:12:05.772 you maybe be OK with even 0.01 microgram. 00:12:05.772 --> 00:12:12.522 So synthetic signals that do better than Mother Nature are a possible thought. 00:12:12.522 --> 00:12:17.462 And I think people can realize that we are not really bound 00:12:17.462 --> 00:12:22.482 by what Mother Nature intended for through our genome. 00:12:22.482 --> 00:12:24.544 Now, the second technology. 00:12:24.544 --> 00:12:26.916 This is not my work but this is very important. 00:12:26.916 --> 00:12:29.539 If you haven't heard about this, you should know this. 00:12:29.539 --> 00:12:31.959 It's pronounced as "crisper." [IPA: krɪspə] 00:12:31.959 --> 00:12:37.533 CRISPR is a piece of DNA originally discovered by microbiologists. 00:12:37.533 --> 00:12:44.593 And by combining with this bacterial protein called Cas 00:12:44.593 --> 00:12:48.414 a piece of RNA that works as a guidance molecule, 00:12:48.414 --> 00:12:53.496 now we have a technology that fixes, that changes, 00:12:53.513 --> 00:12:57.195 each of these 3 billion bases one at a time. 00:12:57.248 --> 00:12:58.565 It's true. 00:12:58.633 --> 00:13:01.665 Your gene that's made up with 3 billion base pairs 00:13:01.665 --> 00:13:06.076 can be changed at any place you want. 00:13:06.076 --> 00:13:08.559 It never happened. It was never possible. 00:13:08.559 --> 00:13:13.021 All these things happened because of these breakthrough technologies 00:13:13.021 --> 00:13:15.911 that happened starting from Watson and Crick's DNA structure 00:13:15.911 --> 00:13:18.381 and up until now. 00:13:18.381 --> 00:13:23.424 What it means is it's great news for those who are born with a birth defect. 00:13:23.475 --> 00:13:29.217 We typically have 30,000 genes, 00:13:29.217 --> 00:13:32.681 and 8,000 different kinds of genetic disorders. 00:13:32.681 --> 00:13:37.004 You know some people are born with defects in a certain enzyme 00:13:37.004 --> 00:13:39.324 because one base has changed. 00:13:39.324 --> 00:13:40.732 It's called mutations. 00:13:40.732 --> 00:13:42.429 It happens in cancer patients. 00:13:42.429 --> 00:13:44.823 When we discovered that, 00:13:44.823 --> 00:13:49.679 we can zoom into that one particular base on the DNA strand 00:13:49.679 --> 00:13:52.044 that's 3 billion base pairs long 00:13:52.044 --> 00:13:53.396 and fix them. 00:13:53.396 --> 00:13:59.273 Changing from either A, T, G and C to one of those right base. 00:13:59.273 --> 00:14:05.416 The alphabets of this genome is as simple as that: A, T, G and C. 00:14:05.416 --> 00:14:08.262 It's made up with by four letters. 00:14:08.262 --> 00:14:13.250 So if we do this to a human, it's a fantastic news. 00:14:13.250 --> 00:14:17.896 We can actually change those genetic defects that you're born with, 00:14:17.896 --> 00:14:22.758 and some people may even wish to have different characters. 00:14:22.786 --> 00:14:26.654 I want something something, and I want genetic changes, 00:14:26.654 --> 00:14:30.624 and this happened actually four months ago by Chinese scientists. 00:14:30.624 --> 00:14:32.477 They reported for the first time 00:14:32.477 --> 00:14:37.550 that this CRISPR-mediated technology was used on a human embryo 00:14:37.550 --> 00:14:40.779 so that the human genome can be now edited. 00:14:40.779 --> 00:14:45.360 It's a very scary thought to some extent. 00:14:45.360 --> 00:14:47.443 Your gene can be edited. 00:14:47.443 --> 00:14:50.239 But it's coming. 00:14:50.239 --> 00:14:56.432 Combined with stem cell technology that tracks back in time, 00:14:56.432 --> 00:15:01.224 you have a second chance to restart your developmental process. 00:15:01.224 --> 00:15:06.545 Now, you have a second technology that fixes or changes those genes. 00:15:06.545 --> 00:15:11.214 Even if you're born with A and you're an adult, 00:15:11.224 --> 00:15:13.979 you can click the change from A to G, 00:15:13.986 --> 00:15:17.534 and then backtrack to all your embryonic state, 00:15:17.534 --> 00:15:21.096 and restart your heart, and you can have a new heart. 00:15:21.096 --> 00:15:26.139 Let me end my thoughts with the following two slides. 00:15:26.139 --> 00:15:29.822 Now it's time to make some imaginations. 00:15:29.847 --> 00:15:33.202 100 years from now, maybe 200 years from now, 00:15:33.230 --> 00:15:35.679 what kind of life would that be 00:15:35.679 --> 00:15:40.366 if our genes have been modified to live longer? 00:15:40.366 --> 00:15:45.847 I already told you our genomes are not designed to live long. 00:15:45.847 --> 00:15:48.843 It's already built to terminate after about a 100 years, 00:15:48.843 --> 00:15:51.313 maybe 142 years or so. 00:15:51.313 --> 00:15:55.134 But with these new technologies called stem cell technologies 00:15:55.134 --> 00:15:57.239 and gene-editing technologies, 00:15:57.239 --> 00:15:59.986 our life form will be somewhat different. 00:15:59.986 --> 00:16:02.332 It may not be our body, actually. 00:16:02.332 --> 00:16:07.444 It may be based on our genomes, but it may not be our body anymore. 00:16:07.444 --> 00:16:09.679 What scares me even more is: 00:16:09.679 --> 00:16:12.723 What's the definition of me? 00:16:12.723 --> 00:16:15.954 Who am I? What am I? 00:16:15.954 --> 00:16:19.486 My body doesn't really define me anymore. 00:16:19.486 --> 00:16:22.017 It's the brain that goes on, 00:16:22.017 --> 00:16:24.461 and you already heard several times 00:16:24.461 --> 00:16:27.597 that the genetic framework 00:16:27.610 --> 00:16:32.022 that fills the thoughts and the characters or behaviors 00:16:32.053 --> 00:16:34.818 are built in the brain circuitry. 00:16:34.824 --> 00:16:37.884 And the physical framework of that brain circuitry 00:16:37.903 --> 00:16:41.677 is actually written out in the form of genes. 00:16:41.677 --> 00:16:49.662 So this scary thought was the theme of a [1997] movie, the title is "Gattaca." 00:16:49.662 --> 00:16:53.181 Ironically, this spells G-A-T-T-A-C-A. 00:16:53.188 --> 00:16:55.680 I think director meant it that way. 00:16:55.691 --> 00:17:00.287 And in this movie, the director wanted to say something like this: 00:17:00.379 --> 00:17:02.598 He raised the question 00:17:02.598 --> 00:17:08.169 can our will play a part in deciding our fate beyond our genes. 00:17:08.169 --> 00:17:13.670 In this movie Ethan Hawke is born to be a second-class citizen, 00:17:13.670 --> 00:17:15.974 and then Uma Thurman was born 00:17:15.979 --> 00:17:21.138 and her gene was engineered to become an upper-class citizen, 00:17:21.150 --> 00:17:22.934 and he fell in love with her, 00:17:22.961 --> 00:17:28.542 and he overcame this genetic barrier by the power of love. 00:17:28.542 --> 00:17:34.179 I don't fully understand if it's going to be the most sensible solution to this. 00:17:34.179 --> 00:17:40.078 But to some extent I share the thoughts 00:17:40.106 --> 00:17:46.562 that in a not-too-far-distant future we will face a very profound question. 00:17:46.562 --> 00:17:48.293 What am I? 00:17:48.293 --> 00:17:54.694 In fact, even as of now, my body consists of 37 trillion cells, I told you, 00:17:54.716 --> 00:17:59.086 but it also contains more than 100 trillion bacterial cells, 00:17:59.106 --> 00:18:00.949 in your guts, on your skin. 00:18:00.968 --> 00:18:06.712 So in a nutshell, I'm 30% human and 70% bacteria. 00:18:07.544 --> 00:18:10.633 It's true. So that's not really me. 00:18:10.633 --> 00:18:14.029 What if we start to change those body parts 00:18:14.029 --> 00:18:17.771 using stem cell technologies and CRISPR technology? 00:18:17.771 --> 00:18:23.623 Our body parts will be derived from those synthetic materials. 00:18:23.623 --> 00:18:25.290 Is that me? 00:18:25.290 --> 00:18:29.206 Now the even scarier thoughts are of artificial intelligence, 00:18:29.206 --> 00:18:32.466 when our brain activity is aided or fused 00:18:32.466 --> 00:18:37.195 to circuitry aided by computer chips and algorithms. 00:18:37.195 --> 00:18:39.425 How much is me? 00:18:39.425 --> 00:18:43.277 And that's a really difficult question to address in a simple way. 00:18:43.277 --> 00:18:47.590 But at least I think I gave you a right question to ponder on. 00:18:47.590 --> 00:18:50.449 And this is my thought. This is my solution. 00:18:50.449 --> 00:18:53.444 I am not really defined by my body. 00:18:53.444 --> 00:18:58.641 I am defined by the networks and impacts I make on my neighbors and friends. 00:18:58.641 --> 00:19:02.556 So thank you for being my friends and neighbors in my lifetime, 00:19:02.556 --> 00:19:04.682 and I appreciate your attention. 00:19:04.682 --> 00:19:06.859 Thank you very much. 00:19:06.871 --> 00:19:08.321 (Applause)