>> Kevin Coots: Thank you for coming. My name is Kevin Coots, and I'm here to welcome Daniel Lieberman to the Microsoft Research Visiting Speakers Series. Daniel is here today to discuss his book: The Story of the Human Body: Evolution, Health and Disease. The human body has undergone numerous changes over millions of years. While all this evolution certainly brings benefits such as greater longevity, it's also helped create conditions our bodies can't handle like obesity and Type II diabetes. Daniel Lieberman is Lerner Professor of for his research on especially barefoot Professor of Human Evolutionary Biology and a Biological Sciences at Harvard. He is well known the evolution of the human head and on running, running. His research and discoveries have been highlighted widely in the media. Please join me in giving him a warm welcome. [applause] >> Daniel Lieberman: Thank you so much. It's a real pleasure to be here. Now if I stand here will I be able to -- is this okay? Okay. And can you -- okay, I guess I'm micced. So, first of all, thank you for inviting me it's an honor and pleasure and I find it a little bit bizarre to be here at Microsoft. This is sort of fabled place. I spent a lot of time working in parts of the world where computers don't even exist. So it's fun to come to the other extreme. In fact, we try to bring computers every summer to the places we work at in Africa. So it's fun to experience this amazing place. So I'd like to talk about a question or actually a pair of questions that have evolved over the last 20 or so years since I've been teaching human evolution. When I first started teaching human evolution, I was pretty much fascinated with and focused on telling the story of the human body in terms of the family tree. You know who beget whom. Teaching students about australopithecus afarensis, Australisafricanus and homohabilus homoerectus and all that kind of stuff and the dates and who found them. And over the years I've become more and more interested not so much in that story but rather the story of how the body itself has changed. And also why that's relevant. And a large extent, to a large extent that's because of the questions that my students ask. After all, most of them don't become like me, professors, most of them go on to become doctors or software engineers or whatever. And they're not going to remember the minute differences between one species or another species but they all have bodies and they all use their bodies and they all care about how other peoples' bodies are functioning. So my book really is an attempt to try to answer two questions, which have sort of arisen over the years in my teaching and one is and my research which is why is the human body the way it is and the second is why is that relevant, why should we care about that evolutionary history. I'll try to briefly summarize some of my thoughts. And the first 150 or so pages of the book actually tells the evolutionary story of the body, and obviously there's no way I can do that in a 35, 40-minute lecture. Let me briefly summarize that I see five major transformations that really caused our bodies to diverge from essentially a chimpanzee-like creature 6 million years ago up to the bodies we have today. The first ones are origin of bipedalism. Our very first ancestors appear to have been bipeds, apes that walked on two legs. And another major shift occurred around 4 million years ago with the genus Australopithecus. You heard of Lucy, a famous Australopithecus. And she was adapted to more open habitats, eating diets other than fruits all day, because chimps basically all they do eat is fruit, 90 percent of their diet is fruit. Around two, two and a half maybe 3 million years ago there's a shift to hunting and gathering with the origins of the genus homo. Brains get bigger. People start cooperating and processing their food. They start running and throwing. Modern bodies more or less evolved then, but that wasn't the end of evolution of our bodies because the descendents of homoerectus grew even bigger brains and larger bodies and slowed down their rate of reproduction and probably became fatter and all kinds of transformations. And the final major shift was actually just a small one from an evolutionary perspective, the origins of our own species, homo sapiens. And we're basically very much like Neanderthals and other archaic human cousins except we differ primarily above the neck. But of course what happened above the neck in humans, especially in our brains and our ability to communicate through language, had major effects on, of course, the entire world and still is today. So that's like a 5-second, maybe a 5-minute intro to everything that happened in human evolution. Now let's move on. Because let's just assume you've read all those chapters, you understand it all, and let's think about the consequences of those shifts. The important point if you stand back from all those five transformations, each of which was an improbable event, many of them driven by climate change. If you stand back what we end up with is a creature like us that was evolved to be bipedal, slightly fat, so typical chimpanzee or typical ape has five or six percent body fat, but even lean human beings, hunter gatherers super models, have maybe 10, 15, maybe even 20 percent body fat. We're very fat species compared to most mammals. We're furless. We're sweaty. We're big brained. Dependent on tools. But of course the other factors that we're very interested in today is our diet and activity adaptations. So we're adapted to either diet that's very high in fiber low in carbohydrates. But we're also adapted to crave energy. We love sugar, fat, love starch. We're also adapted to be highly physically active. I'll show you some data there in a second, but we also adapted to enjoy comfort and to enjoy rest whenever possible. And it's these transformations, of course, that are very important in today's world. So humans didn't stop evolving when we evolved, when our species involved around 200, 250,000 years ago. Evolution has been continuing. And it's even going on today. After all, natural selection is the outcome. Emergent property of heritable variation. So variations that you inherit from your parents and differential reproductive success that's related to those variations, individuals with variations that cause them to have fewer offspring or more offspring than result in change from one generation to the next in terms of the percentage of those genes. And so it's still going on. There's actually evidence for natural selection going on today. Like one of the biggest studies I was talking to somebody from Framingham, one of the biggest studies going on today is the Framingham Study where people actually are documenting selection that's occurring right now in our lifetime. But so although natural selection is still going on, anybody with who, if space aliens came to earth and to observe us for a while what they'd most notice is our cultural behavior. And there's another form of evolution going on that's also incredibly important, cultural evolution. Culture is essentially what we learn. You learn culture from your parents, learn it from each other, the Internet, reading a book or going to lecture and cultures change over time. They change rapidly. Think about the last 5,000 years or so of changes in text and script. It's been amazing transformation. And a lot of it going right on here at Microsoft, still being transformed. In fact, probably what makes this as an important company is its role in cultural evolution, if you really think about with the Internet age. So it's a very important force. But if you stand back from the details of what's gone on since our species have evolved, I would say there's two really big transformations that sort of stand out. This is broad brush, the first, of course, is the origins of farming. The agricultural revolution, which actually happened seven times independently. The first incidents of agriculture about 10,000 years ago in the Middle East, also the same time in China and elsewhere in different parts of the world and of course that transformed the world in terms of the food we get. We get a lot more food. We have much larger population sizes. But also people started living in cities and towns and surrounding themselves with their own waste products and interacting with animals and getting diseases. So along with more food and more people also came a lot more infectious diseases. And the other sort of huge transformation was the origins of the Industrial Revolution, as well as modern science. Those happened hand in hand. They were interrelated. And through industry we've been able to generate more food and of course there's been incredible population explosion; and at first, as cities started to swell, infectious disease rates went up even more. But then with the invention of sanitation and antibiotics and various other aspects of modern medicine we've now become able to combat many of those infectious diseases that were unleashed initially by the agricultural revolution and then became even more important during the industrial revolution. So arguably today is the healthiest era in human history. And let me give you a few bits of information to try to convince you of just how good it is today. So one important fact is or measure of health is infant mortality. So today, in developed countries such as the United States, infant mortality rates are at less than 1 percent. But that's actually very unusual for most of the human evolutionary history. We know during the paleolithic, infant mortality were pretty high. We can estimate them from population size estimates from the fossil record. And when farming evolved, although people had more offspring because they were able to have them more rapidly, infant mortality rates were still extremely high about 30, 40 percent, reasonable average. A lot of variation around these numbers. It's only been very recently, as I said, really since the invention of penicillin and antibiotics that infant mortality rates have plunged like what we have today. Adult mortality is also a case. If you survived childhood, turns out many people think that hunter/gatherers lived horrible nasty lives. It's not true. If they survived childhood, they lived to be pretty old. Lived to be in their 60s and 80s. It was with the origins of farming that mortality rates started to plunge precipitously as people started dieing from all kinds of infectious diseases and malnutrition and famine and all those things that affect farmers. And it's only again since, mentioned modern medicine and sanitation and various other wonderful things that, again, mortality rates have climbed back up again. And actually we're not too different from our paleolithic ancestors. Again if you discount infant mortality that occurs during childhood. So the end result of this, of course, is growth in world population. So the world was pretty unpopulated until the origins of farming. Then it started to increase very slowly. This is in billions, by the way. Of course with the Industrial Revolution there's been an incredible accelerated increase in population. Today the world has more than 7 billion people. I guess the best estimates are by the end of the century we should have more than 9 billion people on the planet. All of this of course is a result of lots of people having lots of babies who survive. But there are other ways of measuring health. A good one is stature. So all of us have a certain genetic potential to grow to. There's many, many genes which influence how tall you're going to be. But not all of us reach that height because usually insult to our growth. So if you have infections or malnutrition or other problems, you don't actually reach your genetic potential. So height actually turns out to be a really useful measure of overall health. And so this is a graph of height of males in Europe. I've actually taken French males since Napoleon and this guy over here, and these are European paleolithic males and you can see that during the Ice Age, during the paleolithic people were about 5'8" inches in Europe. And during farming again health declined precipitously around the world. People shrank down to about 5'4". Here's Napoleon. We all know a famous shrimp. And then height started to increase again with the Industrial Revolution. Now actually we've not only caught up but we've slightly exceeded, even in France, their paleolithic ancestors. The average frenchman is 5'10". >>: [indiscernible] homo sapiens. >> Daniel Lieberman: Homo erectus varied a lot in height depending where they were. Homo erectus was a species that evolved around 2 million years ago and died out, went extinct in different parts of the world. There are ancestors. In Africa for example homo erectus was pretty tall. There's examples of homo erectus in populations in some parts of the world that were much shorter. In the caucuses they were quite short. There's lots of variation of height in the paleolithic just as there is today. A lot of that driven by selection. But the important point is that although health is doing well today by many markers, we could also be clearly doing a lot better. And the best way of encapsulating this is what's called the epidemiological transition. Some may have heard of this. If you stand back from the last few hundred years, look at what's happened recently, we know there's been an incredible decline in death illness that comes from infectious diseases as well as malnutrition. Our ancestors were much more likely to die of plague and smallpox and tuberculosis and infectious diseases such as that. Most of us don't even worry about that anymore. But what's risen in concert with that is not infectious diseases. So today we die from cancer and from heart disease and osteoporosis and Type II diabetes and various autoimmune disease disorders. These are all on the rise. Lots of evidence they're on the rise. Some have seen the famous graphs. It's plastered all over the place. Hard to go anywhere without seeing graphs about the shifts in obesity around the world. But suffice it to say that during my lifetime the percentage of people in the United States who are obese has more than doubled. And along with that has been the rise in a whole series of other diseases such as Type II diabetes going up in the U.S. and also going up and even faster rates in many developing countries such as China or India where diabetes rates are climbing at really alarming rates. Breast cancer, the list goes on, of noninfectious diseases whose incidence is going up. I'm not talking about death from these incidents. I'm talking about the incidence of these disease and there's a whole series of other diseases people are getting, myopia and cavities and lower back pain and flat feet and various mental health issues and acid reflux. We don't have a huge amount of data on them like Alzheimer from the paleolithic, but good evidence that they're becoming much more prevalent today. I'll show you more evidence of that in that in a second. Is this just the price of progress? People people would think, of course, if you're not going to die from smallpox or the plague, we're actually lucky to be able to live to be old and die from cancer or heart disease. This is actually a trade-off if you're living longer. To some extent that's actually true. For example, think of cancer, cancer is a disease caused by mutations and mutations accrue with time. So as you live longer you're more likely to acquire mutations to some extent. But it turns out that if you look at the evidence, that's only a partial explanation. Because -- and one of the major reasons for that is that it's very important not to confuse diseases that are more common as you age with diseases that are actually caused by aging. And so, and the hypothesis from the field of evolutionary medicine and evolutionary medicine is the field of essentially applying evolutionary theory, Darwinian biology, to medicine and disease. So the evolutionary medicine hypothesis, and if you know this wonderful book by Nessy and Williams: Why we get sick. What started this field, is that many of the health problems that people encounter today, these noninfectious diseases, and actually many infectious diseases as well, are what we call mismatch diseases. It's an important term. If there's any term you remember from this lecture I hope it's mismatch disease. Those are defined as diseases more common more severe because our bodies are inadequately or poorly adapted to novel environmental conditions in which they experience. And so I actually as an experiment try to list all the mismatched diseases that I think are common today in our culture and it was a pretty unpleasant task, let me tell you, and I should mention that this is, I use the word hypothesize for a reason because we lack a lot of good data on hunter/gatherer. We don't know, for example, about ulcer rates or pre-eclampsia among hunter/gatherer populations, but there's compelling arguments to believe many of these diseases are more common or sometimes even novel because of the environmental conditions in which we live in. And, by the way, this is just, these are just the noninfectious diseases. Had I put in the infectious diseases that have arisen since the origins of agriculture this would be a really truly scary horrible list. I've left those out. If you think these diseases aren't important, the chances most of us in this room are going to decide from mismatch diseases. The number one cause of death today is coronary heart disease, kills about a third of Americans. Evidence shows that coronary heart disease used to be extremely rare to nonexistent among hunter/gatherer populations. Cancer is ancient. Dinosaurs have cancer and dogs get cancer. It's not a novel disease but the evidence clearly is that cancer rates have been rising particularly many kinds of cancer around the world. So that's another mismatch disease, and cirrhosis, Type II diabetes, metabolic, hypertension, osteoporosis, these are all common diseases today that are costing us billions. But which are mismatched diseases. In fact, if you think of United States today there's a big debate about healthcare we spend about two and a half trillion dollars a year on healthcare the estimates are about 70 percent of the disease that we treat in the United States is preventible, and I would argue that almost all of those are mismatch diseases. So we're confronting an epidemiological transition that's costing us an enormous amount not only in terms of money but in terms of misery. So the origin, so why we get sick from these diseases is important. But I think an equally important perspective is what do we do when we get sick from these diseases. And here's where I think the importance of cultural evolution comes in because how we respond to these diseases is setting up an interesting new dynamic. So many of you may know that I'm interested in running and barefoot running and feet so I have a bit of a foot fetish. I'll use a foot example to explain this. We obviously evolved to be barefoot. Until recently shoes didn't exist anywhere on the planet. When shoes were invented they were very minimal. So our bodies were adapted to be either barefoot or wearing very minimal shoes. Okay. So what happens, well, we invented all kinds of novel shoes looking around the room I see quite an interesting variety of shoes here, many of the shoes we invent are cushioned and comfortable and sexy and have all kinds of features we like about them but there's also no question that those shoes cause a variety of problems including flat feet. So I work with barefoot populations around the world. I can tell you that barefoot people don't get flat feet. It's almost completely nonexistent. We can make a very compelling case that flat feet are caused by shoes which cause your feet to become weak so you don't develop an arch or it collapses. That's a mismatch disease. Not a serious one, but nonetheless a mismatch disease. What do we do, we go see a podiatrist, gives us an orthotic. Nothing wrong with that. It basically replaces the natural arch of the foot. It's fine. You can live with a flat foot. Probably a third in the room have flat feet and wear orthotics. Maybe because it's Microsoft, maybe it's a bit more than a third. I don't know. Sorry. That was a cheap dig. But the point is that that what happens that sets up a vicious circle because we can get away with flat feet, right, we can then continue to have the shoes that cause our feet to be flat and keep the cycle going. So we don't pass on flat feet to our children although there's a genetic, there's some genetic proclivity towards flat feet but those genes aren't novel genes that have swept through the United States in the last few generations causing an epidemic of flat feet. What's happening is ancient genes interacting with modern environments and we're basically continuing the cycle. I think the cycle is so important, so vital to think about that I think it deserves a term. Now I'm not the first person to come up with this idea of this vicious cycle, but I would propose that we call it disevolution; dis for bad and evolution for change over time. Another example would be something I work on. I work on heads as well. If you eat very soft processed food, you don't chew very much, chewing is necessary to grow a proper sized jaw. If you don't grow a proper size jaw, your third molars, wisdom teeth, can't go in. They get impacted, go to an oral surgeon, get them removed enables us to eat food all day, doesn't require much chewing, keeps the cycle going on. My hypothesis is that this vicious circle, this dynamic, disevolution, is a really important cause of the underlying epidemiological transition that we're experiencing. And let me try to give you a few bits of criteria by which to judge this. So characteristics of mismatch diseases that generate this kind of feedback loop are, first, they're caused by gene environment interactions. Pretty much all diseases have a genetic basis to some extent to them. But what's changed is not the genes it's the environments that have changed. I think that's not a pretty noncontroversial statement. Secondly, for most of these diseases the environmental causes of them are very hard to perceive. They're incremental. They happen step-by-step. There's no obvious relationship between cause and effect. Like all of you folks are sitting very comfortably in these chairs and that probably all of you are aware of the data that sitting in chairs ain't good for you. We do it, nonetheless. And sitting in a chair for an hour is not going to cause you to decide instantly. But keep doing it over and over and again, hour after hour, day after day, year after year, decade after decade, the problems caused by sitting in chairs accrues very slowly. Third, I don't think anybody's died from sitting in chairs. Most of the diseases that we get from this mismatch don't affect reproductive success, they don't tend to occur to us until we've had not only our children but often our grandchildren, we're already quite old. They don't really affect how many offspring you leave and who then survive and have offspring. And finally all of them are based in causes that have trade-offs. There are benefits to chairs, for example. They help you sit at a computer, for example. I'm sure people in this room are very interested in that. So there's always trade-offs, everything involves trade-offs. Let's look at three different kinds of examples of this vicious circle, and I'll first start with environmental changes that involve too much of a stimulus and we'll talk about environmental changes that involve too little of a normal stimulus and then finally environmental changes that create too novel a stimulus. Let's start with too much, because that's on everybody's mind today. So one of my major arguments is that we evolve to be sort of gas guzzlers of the primate world. We're very energy intensive species, even hunter/gatherers. And that actually, that transformation really started around two, two and a half million years ago with the origins of the genus homo. When brain size started really increasing rapidly. Brains are very expensive tissues. If you're sitting here listening to me, you're using about 20 percent of your body's resting metabolism just to pay for your brain. If you're dozing off, you're still using 20 percent of your metabolism to pay for your brain. Brains are costly tissues, guzzling vast amounts of energy all the time. Big brains are very expensive; you have to pay for them. Big brains are costly, but an even more costly aspect of our biology is our reproductive strategy. We evolve from creatures sort of ape-like, they were apes and they probably reproduced about every six years. A chimpanzee has offspring every six years. But hunter/gatherers are able to have offspring every three years. So basically they can double the rate at which they pump out babies. Not only do we pump them out faster, which takes a lot of energy, because each baby costs a lot of energy, we also grow them more slowly. So here's Prince William, for example, at the age of about 13 and you can see that he's still not even shaving, but if he had been a chimpanzee he would be an adult, ready to have, starting to breed, and have offspring. We have extended our period of, the trajectory of development, slowed it down incredibly by about 50 percent, adding an enormous amount of cost to raising a child to become reproductive. We slowed it down. Made them more costly with bigger brains and bigger bodies, pumped them out faster which takes a lot of energy. This is a very energy-intensive system. And how did we get the energy to have this kind of biology. And the answer is, I mentioned it before, hunting and gathering. Hunting and gathering didn't occur all at once, like 2 million years ago, like somebody invented it like the computer. It evolved probably very slowly. But it involves the combination of a number of important human behaviors, making tools, for example, which really takes off around two and a half million years ago. Food processing. Hunting, which didn't really start until around then. Endurance running, one of my passions, begins around then. The ability to throw spears, for example, in order to hunt, starts around then. We also know there must have been important division of labor and intense cooperation and all these things combine together to create a novel way of life that enables hunter/gatherers to get more energy than their ancestors were probably able to do. And importantly the food that provides that energy were foods that were high in carbohydrates and high in fat. Hunting and gathering, things like tubers or honey. So we're very dependent and we crave as a species carbohydrates and fat. And for millions of years our ancestors got them through hunting and gathering but the origins of agriculture transformed our ability to get these resources. We started to grow them. Around -- the oldest farming is from the Middle East and from China. It's only been around for about 600 generations, number of generations of dogs that have come and gone since the time of Christ. Not a lot of generations. And we've transformed what we eat. Pretty much everything we ate today, I had a nice lunch here at the cafeteria in Microsoft and all the food I ate was domesticated, probably from a few resources. And the last few generations we created industrialization of food. Grow meat like we build cars. We're able to turn corn into sugar and that's of course further transformed our ability to get carbohydrates and fat in just a few generations. So important examples of this are, for example, how much sugar and fiber we eat. So hunter/gatherers don't get a lot of sugar. Most of the wild fruits you get out in, say, Africa are about as sweet as a carrot. I can tell you this from personal experience. They're not that sweet. And they come loaded with a lot of fiber. The only sort of high sugar food that hunter/gatherers can get is honey. They don't get as much as they like. So estimates are paleolithic hunter/gatherers got about four to eight pounds of sugar a year. We know today Americans, we grow it by droves, we turn our corn into sugar, the average American gets about hundred pounds of sugar a year. Importantly, that sugar we get today is not, has -- the sources of sugar had the fiber removed. Typical hunter/gatherer eats about 80 pounds of fiber a year 12. That's normal. Typical American eats about 12 pounds of fiber a year. We think that's normal today. But it isn't. The reason it's a problem is because of food processing and how that affects the way we metabolize foods. So carbohydrates are broken down into sugars or just had the sugar raw. And it enters our body and it gets converted either into glucose or fructose, and glucose goes straight into your bloodstream, causes an insulin response. And foods that are high in glucose but also low in fiber go very rapidly into the bloodstream, cause a rapid spike in blood sugar levels which cause a rapid spike in insulin levels which then cause a crash in blood sugar levels, which leads to more eating. And also leads to various problems. Fructose has to go to your liver. Your liver can't handle that much sugar that fast because in the absence of fiber, because fiber slows the rate at which the sugar gets into the bloodstream. So foods that are very high in sugar, low in carbohydrate, basically present a kind of double whammy to our bodies and they create what's called metabolic syndrome, an increase in belly fat and cholesterol and blood pressure and blood sugar rates. There's a wonderful recent book about this called Fat Chance by Robert Lustig which explains a lot of the biology. This leads to a variety of diseases, one being Type II diabetes. It's a gene caused by interactions between our genes and our environment. There are genes which predispose some people towards being more likely to get Type II diabetes than others. But it's the environment that really causes these diseases to become much more common. And so, for example, high amounts of central adiposity, belly fat, essentially, is a major risk factor which leads to insulin resistance which is when the cells in your body are no able to sense insulin, which then, which acts to basically take sugar from out of your blood and basically into your cells. So what happens is you set up this vicious circle. We get high levels of blood sugar. Insulin levels spike because they're trying to get the blood sugar out of your body. Blood sugar is very toxic in overly high levels. Eventually your pancreas wears out, which means that blood sugar levels remain high and insulin levels remain high and eventually the whole system crashes. So what do we do about Type II diabetes? We have two major responses. One is through medication. There's lots of drugs out there which help treat that system I just showed you earlier, but of course the other thing we prescribe is exercise and good old-fashioned sensible diets. And both of these are important ways to treat Type II diabetes. The important point to remember, and it's very insightful point, but medication of course doesn't cure anybody of diabetes, helps mitigate the symptoms. Allows people to live with the disease. But exercise and diet actually can prevent diabetes. And, in fact, in extreme cases it can cause the disease to go into remission. You can actually reverse diabetes with serious exercise and very good diet. And of course there's lots of other benefits from exercise. I would argue that because of this feedback loop, when people don't use exercise and diet as much as medication to treat diabetes, it's become a disease of disevolution, where we have a gene environment interaction in which, yes, there are some genes which predispose some people more to diabetes than to others, but those genes haven't just suddenly swept through human populations, it's environmental shifts that are causing diabetes to become more common. Then the causes of diabetes are very incremental and nonobvious. When you have orange juice for breakfast you don't feel the diabetes coming on just from drinking that orange juice. Or not going for a run. The disease has little or no effect on reproduction because most people don't get the disease until after they reproduce, often when they're grandparents. And there's a trade-off between the costs and benefits of the environmental shifts that have led to diabetes in the first place. So there are many other examples of diseases of too much, but let's move on to another example of diseases of too little. And it's axiomatic in biology that almost every system in our body requires stress to grow properly. I don't mean like social stress getting up in front of a bunch of people, them not laughing at your jokes, for example, that's very stressful. What I mean by stress is environmental stimuli that require your body to have to work harder. And there are many examples. And one example, of course, is your muscular system. We all know that, for example, if you want to grow bigger biceps, you have to lift heavy weights which causes essentially muscle damage, which then elicits a response of the muscle then hypertrophies and grows. No strain, no gain. Sometimes people say no pain, no gain is a real phenomenon. It's necessary to allow capacity to match demand. Muscles are very expensive. About 40 percent of most people's metabolism is used to pay just for the muscle in your body. If you're not going to be using it and you're in an environment where energy was limited, which is what was the case for most of human evolution, it's best to get rid of it when you don't need it. If we don't use our muscles as our former governor of California experienced, you lose that muscle mass. That's a natural tendency. And that prevents overcapacity. It's evolution's way of matching capacity to demand properly. While there's lots of examples of stress that are important and perhaps none are more important today to talk about than physical activity, which is well known to have a variety of effects on many systems of the body on stress, your cardiovascular system, your muscles, your digestive system, your immune system, physical activity turns out, the stress it causes, incredibly important for neural biological health as well related to Alzheimers and depression and anxiety and even the ability to learn and remember things. But the important point is that the importance of physical activity in human health is not a coincidence. I would actually argue it's because of evolutionary history. Because part of hunting and gathering involves being an athlete. Our ancestors who were apes probably didn't walk much. Typical chimpanzee walks about two to three kilometers a day, maybe climbs about 100 meters a day in trees. If you go watch chimpanzees, they spend half a day putting food in their mouth and digest it and then fill their guts again. They actually spend 50 percent of the day eating. Again that's what used to be normal. Gorillas actually spend even less time moving about. They actually travel about a kilometer a day. But average hunter/gatherer, worldwide average average, average female hunter/gatherer travels nine kilometers a day, average male hunter/gatherer travels 15 kilometers. So five to ten miles a day. To put that into perspective, your average hunter/gatherer goes at least from LA to Washington, walking, every year. And they work every day. They do physical activity every day where they do walking, running, climbing, digging, throwing, no bank holidays, no weekends, there's no retirement. This is what life was like until extremely recently. And one way to measure that is there are many ways to measure physical activity. Very simple way called a physical activity level or PAL. Physical activity level the total amount of energy you spend every day divided by the amount of energy that you need to maintain your body. So basically how much energy you spend if you're in bed basically doing nothing in a perfectly climate controlled room. So most hunter/gatherers have physical activity levels, there's a lot of variation, I'm simplifying horribly, but the average is about 1.9. They spend about as much energy using their bodies as they spend maintaining their bodies. So subsistence farmers, a little harder working than hunter/gatherer, they average about two. There's huge variation around these numbers. But people who live sedentary office lives, like me, have physical activity levels of about 1.5 to 1.6. That's an enormous reduction. That's a greater than 15 percent reduction. And there are many examples. And one example that I kind of like is sewing machines. Of course back in the paleolithic people sewed they sewed by hand. And then with the industrial revolution people invented the, Singer invented the sewing machine which has a pedal, grandmother actually used one of these, pedal that moved the motor. Of course now we have electric sewing machines and folks measured, they put oxygen masks on people using different sewing machines and doing everything else you can imagine. Turns out that a pedal sewing machine costs you about 98 kilocalories an hour and the electric sewing machine here used by the mayor of London, I'm not sure if he's really sewing, uses about 70 kilocalories. 15 calories an hour, that's like nothing. Right? Imagine these folks are unionized so they're only working five days a week, eight-hour days, 50 weeks a year. That adds up to 52,000 calories a year which, by the way, is enough energy to run 18 marathons. And that's just putting an electric motor on a sewing machine. Now add in escalators and elevators and shopping carts and all the other conveniences in our lives, we have transformed human work in the last few generations like we've never transformed it before and it has incredible effects. Think about it, we actually -- the estimates are we spend about 300 to 500 calories less per day doing physical activity than our grandparents. That's an amazing, astonishing transformation in human biology. And there are many effects of that physical activity. I'm just going to pick out of the hat one of them I'm very interested in, that's osteoporosis. This is a disease that's basically unknown among hunter/gatherer or subsistence farmers but rising around the world at alarming rates. In the United States 30 percent women over the age of 50 and 10 percent of men over age of 50 are now diagnosed with osteoporosis. It's rising everywhere. Very alarming disease. It's caused by forces affecting growth. This is the guy that won the US Open, Raphael Nadal. His left arm is much thicker than his right arm because that's the arm he uses to tennis with, holds the racquet. Genes in left and right arm are the same. I don't think he's a chimera. And he's got a lot more muscle mass in his left arm, has thicker bones, because the bones actually respond to loading. We know that bones again experience that trade-off just like muscles. If you're using your bones a lot, you want them to grow thicker so they can handle the loads. And if you are not using them very much they'll waste away, they'll grow thinner. Astronauts go off into space, get osteoporosis because their bones waste away in micro gravity. So this relationship between physical activity and bone growth, however, comes up against a very ancient constraint and that constraint is we grow our skeletons when we're young and we lose skeleton mass as we age. That's just the way mammals are. Sorry. There's nothing we can do about it. So most of us hit peak bone mass between about the ages of 20 and 30. And as we discussed before, people are more active when they're young, acquire higher peak bone mass. They build better skeletons. And we all lose it as we age. And if you're a woman, you lose it at a faster rate once you go through menopause, because of estrogen. Estrogen plays a protective role for bone health. Individuals who are inactive grow less peak bone mass and they can also lose their bone at a faster rate than people who are active. And the end result is that inactive people are much more likely to fall below the bone mass threshold that leads to osteoporosis. That's why osteoporosis is on the rise. Another example of disevolution. Disease caused by interaction between genes and our environment. And it's not like genes for osteoporosis suddenly swept through our culture, our population. It's our environmental changes caused by electric sewing machines and cars and shopping carts and all kinds of other things. And every time you use a shopping cart you don't think, oh, my gosh it's contributing to my osteoporosis; you can't even feel its effects on your bones. But the incremental effects add up slowly, slowly, bit by bit over the years. It has no effect on reproduction because most people don't get the disease until they're grandparents. And there's many benefits to cars and shopping carts and elevators. There's a trade-off for all these things. I'm not saying we should get rid of cars or shopping carts, but we should understand that everything involves costs and benefits that get traded off. Finally, diseases caused by things that are too new. We are aware the fact that our environments are filled with novel stimuli that we never experienced when we were, in the old days, like bungee jumping, cars, cigarettes, various kinds of pollutants in our environment. You could add computers as well. And there's no question that we're not always well adapted to those aspects or environments. So here's an example. Here's a gentleman who looks like a perfectly respectable person, like we all like to be this guy. Here he is. He's reading, sitting in a nice comfy chair, wearing shoes. In actual fact all these things are basically killers. Well, I mean, I'm exaggerating a little bit. They're not killers but they all cause health problems. I'll pick as an example, reading, because it's something we all care about profoundly, right? So reading is obviously a very recent phenomenon. We started around 3,000 BC. And it's only in the 19th century that universal literacy really started to explode. And so now most people read, at least in developed nations. And it's actually around that time that people began to notice something was going on. So here's a quote from James Ware, physician to the Queen's guard. And he noticed, quote, among the Queen's guard officers many were myopic. From upper classes. While of the 10,000 foot guards who come from the lower classes, less than half a dozen were myopic, were nearsighted. And we now know this is well documented all around the world less than three percent of hunter/gatherers and subsistence farmers have myopia. This is a very recent phenomenon in our environment. Some countries like Asia some countries have a 50 percent rate of myopia, caused by having an overly long eyeball. What happens is that light from photons from me hit your eye, you focus them on your retina. But if your eyeball is too long you can't focus them even more. Your lens and cornea can only focus them so much so things that are distant are blurry. And there are two interesting mechanisms that cause myopia, and there's a big debate going on. One is close work. When you stare at something that's up close, if you're myopic you're doing that all the time. And glasses make things feel up close. You're firing these muscles in your eyes called ciliary muscles. They attach to filaments that hold your lens up. They have a wonderful name called the zonules of zin. I love the name. It's irrelevant. But the point is that those muscles are always contracting and the contracting increases the force and the pressure in the main cavity of the eyeball, causes the eyeball to stretch. It's thought that is one of the factors that causes overly long eyeballs, and that's why people who stare into a microscope or close work have their vision worsened. That turns out doesn't explain all of myopia. There were gruesome experiments done back in the old days when they would stitch the eyelids of animals shut, not to study myopia, discovered these animals not doing close were, these eyes were not being used at all developed myopia. And they developed overly long eyeballs. Turns out there's stimuli clearly necessary from vision that actually regulate eyeball growth. If you lack appropriate visual stimuli your eyeball grows to long. Kind of some repressor mechanism going on. And there are actually a lot of data that support this hypothesis. Turns out, for example, children who spend more time outdoors, regardless of how much reading they do, are less likely to develop myopia. So the bottom line is that myopia is a complex disease. There's no question it's caused by gene environment interactions. There's people whose genes make them more likely to get the disease, but obviously it's caused by environmental factors that interact with those genes. Every time you read a book or don't go outside doesn't -- you don't feel the effects on your eyeball length, right. So it's very hard to figure out what actually even causes myopia. Obviously has little or no effect on reproduction, thank God, and no question that the benefits of reading outweigh the costs. Most of us are not going to ban books because it causes myopia or for that matter computers or all those other wonderful inventions. We're willing to tolerate them. But, nonetheless, it's an example of disevolution. What are our solutions? One is let's make our kids play outside more. That's I think a no-brainer. Maybe we can develop books and other visual stimuli that are more dynamic that are less likely to cause that problem in the retina. So finally, the last few minutes, I want to end with some thoughts about how an evolutionary medicine approach, evolutionary perspective can help us think about the future of the human body because there's a famous expression by the great geneticist Theodosius Dobzhansky that nothing in biology makes sense except in the light of evolution. The field of evolution medicine we would argue that includes medicine. So what's the perspective that we can get about this epidemiological transition that can help us think about how we can decrease the burden of noninfectious diseases as the burden of infectious diseases is declining, right? Well, if you stand back from the details, I would say there's four basic options available to us as a species. The first option is to do nothing. Let's just let natural selection solve the problem. A second is to invest more in treatment. Basically send NIH more money, which is kind of difficult when the government shuts down but anyway that's another story. We can certainly educate people more, so they better understand how their bodies work, so they can make informed choices, and finally we can change our environments. I would argue of all of these we should do everything but the do nothing. That I don't think is an option. For one, even if natural selection could solve these problems, which is very debatable, it would take too long for it to be of any practical use for any of the people we care about. It would take hundreds if not thousands of generations. Furthermore there's a lot of reasons why there's no necessary reason to believe that natural selection is going to adapt us to high fructose diets because it only works if they're heritable variations which actually affect reproductive success. It's a very iffy statement. I could spend hours talking about two and three and there's no question we should do that. I think we don't spend enough on treatment. We don't spend enough on education. But from an evolutionary biological perspective there's reasons to be skeptical that we can do so much to either. One is that a lot of the genes that are important in the gene environment interactions that are used for pharmaceuticals, for example, those genes tend to be of small effect and very numerous and they also turn out to be very uncommon. So the gene that I may have inherited that make me more susceptible for diabetes is not the same gene that would make you susceptible to diabetes. And those genes turns out they don't have a strong effect. These are diseases that have multiple complex causes. And there's not going to be a Pasteur for these diseases, which is why progress in solving many of these noninfectious diseases can be very slow and incremental, as it has been, and it's going to remain slow and incremental. I've been proved wrong for some of these diseases, but that's everybody's best guess. Education is also very important. But there's many reasons and many studies which show that education is only so effective. For one, even public service announcements are drowned out by about 27 to 1 by advertisements for foods that are unhealthy, for example. More importantly, even though we may know what's good for us, it's hard for us to actually make decisions about that's what's good for us. For example, when people are, when there's a stairway next to an escalator, do you know what percentage of people take the stairway as opposed to the escalator? >>: Five. >> Daniel Lieberman: Five percent. You guys are good. Turns out the worldwide average I think is three percent and when you put a sign up saying please take the stairway it doubles to about six percent. And you know that's just human nature. If you were to put an escalator in the Kalahari desert, the bushmen would do the same thing there. It's normal. Because if you're on the threshold of energy balance makes sense not to waste energy climbing the stairs because you can use that energy to reproduce and to hunt, to do something that's going to benefit you. The same thing is true if you put a piece of cake in front of me and a piece of celery. Of course I'm going to eat the cake. I've evolved to prefer the cake. It makes sense. Nothing wrong with it. So overcoming those urges and instincts are going to be difficult. Those interested in behavioral economics you may know Daniel Kahneman book: Thinking Fast Thinking Slow, a lot of research on this problem and they're hard to overcome. Education is only going to do so much, which leaves finally the final shift is changing our environments. If you think about it, as I said before, we evolved to be bipedal and fat and furless, tool using, but importantly we evolved to eat high fiber diets low in carbohydrates, but to crave sugar, starch and fat. Evolved to be very physically active but enjoy taking it easy when it's possible. The problem is we never evolved to make the choices that we now confront in our lives. So if you were able to travel back in a time machine to this homo erectus family you would not hear that mother or father telling their kid, okay, little Thag, don't forget to eat the healthy food today and don't forget to exercise. Little Thag had no choice but to exercise and eat healthy food. There was nothing else for her to do. That was called life. If you didn't do it you died. But today we have to nag our children to make the right choices because we're surrounded by labor-saving devices and by calorie-rich food. Especially without fiber and filled with sugar that make us sick. We have this mismatch between ancient genes which we won't be able to change and novel environments that we can change. And I think that's where our big debate ought to be. Instead of having the debate we're having today about healthcare, which is really about who is going to pay, I think we should also be having a debate how we change our environments and that's missing from the current debate. There's really two current extremes. One view is coerce people, ban trans fats and ban smoking and ban fast food from children's cafeterias and require coercively physical education. That's one approach. The other approach is to respect people's choices but to kind of help them make the choices they would make that are in their own self best interest. That's nudging. That would include things like sugar taxes and signs encouraging people to use the stairs and Mayor Bloomberg's Big Gulp ban. I would classify as a nudge. It was interesting how people reacted so vigorously against Big Gulp ban. He wasn't banning soda. He made it if you wanted to get 36 ounces you had to buy 2 16 ounce sodas. He wasn't banning soda. He was just making it harder to get those large quantities. Anyway, the point is that we need to have a more informed debate about it. And I think where that debate really is probably most obvious is for children, because children really can't make rational decisions on their own. We long ago agreed we have to make decisions on their behalf. So nobody debates anymore that we should require seatbelts for children or require them to go to school or require immunizations. Maybe there's a few people who debate immunizations but they shouldn't. So what about physical activity? In Massachusetts, where I'm from, I can tell you it's a miserable state in terms of physical activity. American College of Sports and Surgeon General agree children need about an hour of vigorous activity every day to have a healthy body. How many schools give the kids hour of physical activity a day. View it as a trade off. They don't have enough physical activity because they need this time to study for their exams. But it's a false trade-off, because physical education actually improves mental health as well. We're doing our children a terrible, unconscionable disservice by not requiring more rigorous and vigorous activity in schools. And we also have bans and coercion. Who disagrees that children should be banned from smoking or drinking. So if that's the case, how is junk food any different. Maybe we should ban junk food from schools as well. I hope that ten years from now we look back on this debate and think, oh, yeah, the junk food tax and physical education laws, those were no -- they were enacted in the second generation's decade of the 2000s. No brainers like we think about seatbelts and smoking. The bottom line is that we're not going to get out of this problem without thinking about evolution. Evolution still matters. It helps explains why we are the way we are. It explains why we get sick and I also think it helps us evaluate the opportunities available to us to make the human body better off in the future. And so with that, I'd like to thank you very much and answer any questions. [applause] >>: In your research how much of a role has culture played into all these environmental challenges. Is that a difference between the eastern culture and what is acceptable, what's not acceptable behavior, does that play a role in choices you have and how healthy you are? >> Daniel Lieberman: So that's not actually something I work on too much. So the question is how much do different cultures stress behaviors that have outcomes on health differently and the answer, of course, is enormously. And we see the differences in health outcomes from one culture to another. One interesting thing is how fast cultures are changing around the planet, as industrialization spreads, fast foods and processed foods spread and urbanization and mechanicization spreads, those cultures are changing really rapidly, much more rapidly than ancient cultural traditions. Most cultures, -what your grandmother taught you and you what is a healthy lifestyle is universal, I would argue, get enough sleep eat vegetables, get lots of exercise, no brainers around the world. People know this. But change is our ability to continue to do these. Yes. >>: I guess I got confused with the point about genetic diseases. When my doctor asks me if my father had high blood pressure, that doesn't mean that we go further, somebody in -- the gene didn't have high blood pressure. So developing in the genes during the modern times. >> Daniel Lieberman: So the genes that make people, for example, more susceptible to things like high blood pressure or diabetes, right, they're not novel genes. They're ancient genes. But so maybe your grandfather or your father also had high blood pressure. But if you went back 30, 40 generations they didn't have high blood pressure but they had the same genes. So those genes haven't changed. The environments that interact with those genes that trigger the disease have changed. And furthermore the genes that may make you susceptible to high blood pressure are not the genes that may make the person sitting next to you susceptible to high blood pressure because there's lots of genes and they tend to all have very small effects. Makes it very hard to find a gene that causes high blood pressure. There's no gene that causes high blood pressure and they're not common genes and not genes of a large effect. >>: So you said that life expectancy now paleolithic more or less the same, but the diseases we have now are very different. What were the causes of death then if you know? >> Daniel Lieberman: So what caused people to die in the paleolithic, great question. Infant mortality was high in the paleolithic, from diarrhea and infectious diseases and things like that. What people died from in the paleolithic was violence and died from respiratory diseases and they probably died from accidents. But they didn't die from diabetes or heart disease. So we've done pretty well in many respects. But not completely. >>: So when we were able to reduce those noninfectious diseases, like the diabetes and the heart, what would we die of? >> Daniel Lieberman: We'd die of old age. Just think about we know people -- eventually your body does -- I mean everybody who is very old gets hypertension. Everybody who is very old does succumb to just slow cardiovascular problems, et cetera, but we wouldn't be dying -- but also the other thing that's interesting about people who die, don't die from these mismatch diseases, they also have, they tend to die more rapidly. It's called the compression of morbidity, or, rather, what's happening we call the extension of morbidity. So people today are sick for longer at the end of their lives. And they go through very, very long declines. We all know what I'm talking about. But if you look at people who are very healthy. For example, there's a famous study by a guy named Jim Freeze, from Stanford, done a number of studies on this, but he's shown that people who basically exercise and eat a healthy diet tend to have, tend to become sick later in life, considerably later in life, and when they do get sick, they get sick for less long. And then they basically die better deaths, for lack of a better term. So we're essentially extended morbidity, illness, and made the process of dying much more, much more costly and much more suffering. Yes. >>: Slightly [indiscernible] question but to the earlier chat I'm sure as compared to mammals the rest of the mammals [indiscernible] very long lives. And so given that a population has extended so much and essentially we're not talking about extension levels scenario right now, but what does having a much longer life do for us as a species and people don't reproduce at 70, 80, on how does ->> Daniel Lieberman: What's the advantages of living longer? There are many. One of them is actually it's a wonderful hypothesis called the grandmother effect. So hunter gatherers remember hunter/gatherers are gathering food every day, a hunter/gatherer mother can't get enough food to pay for her energetic needs on her own, plus offspring. It's hard in a day out there in the Kalahari Desert or somewhere else for a mother to get enough food not only to pay for her own body but her infant who is nursing and her children, toddlers, et cetera, who are now post nursing but she still has to feed them. So mothers need help. They get help from fathers. But also they get help from grandparents. Grandfathers and grandmothers both provide important surpluses which help pay for their offspring. And so again only recently that we stopped the system of life. So grandparents in the paleolithic played very important roles in their own reproductive success. And today in a strange way we've kind of inverted that because now grandparents no longer feed their kids, their grandchildren. I mean, my grandmother brought me cookies and stuff like that. Those were always great. But that wasn't necessary. My parents didn't need my grandparents to bring cookies from New York to keep me alive. And you could actually even argue that grandparents now because of healthcare costs for the aged are actually sucking up the resources that could go to their grandchildren, kind of a macabre thought. You could make a prediction there's going to be selection against living long today just because of economic conditions and the cost of healthcare. I'm not -- that's a facetious argument. I'm not sure if that's really true and I hope it's not. But so really longevity evolved a long time ago for the purposes of improving reproduction. Again natural selection really only acts when it benefits how many offspring you have who then survive to have offspring. Yes. >>: You mentioned the effect of reading myopia. Now we must have some statistic on eyeglasses for a very long time now and of course we know about Gutenberg who got books cheap so mortals could read them without going bankrupt, the printing spread around Europe like wildfire. >> Daniel Lieberman: When printing spread myopia increased but it was just among the educated. When Gutenberg was printing his bibles most people couldn't read. So as I said before, the evidence is that prior to the universal literacy it was really only the very wealthy, the very educated who got myopia. And now it's everywhere, right? Yes. >>: With all this knowledge and insight, what are the things that you've adopted in your personal life and your maybe family practice to avoid this problem? >> Daniel Lieberman: Gosh, so how do I avoid being a hypocrite. [laughter] well, I mean, I'm no saint. I'm subject to the same cravings as everybody else but I try to run a lot. I love running. I try to promote physical activity. I try to force my daughter to be physically active, and poor thing, and I'm careful about my diet pretty much like most people or many people. The thing about diet and exercise is that they're not magic bullets. Eating a healthy diet and exercising does not guarantee long life. But not exercising and eating a poor diet certainly increases your risk of being ill and having increases your risk of morbidity. And we're all susceptible to the same problems, and I think our trick is to help each other make the right choices. And so I try to use forms of self-coercion. One of the reasons I like marathons is not because I love the marathon so much but because it forces me to exercise. Because if I know I have a race coming up forces me to get -- I'm from Boston. It's horrible weather most of the year and I'd rather not get out of bed and do a long run, but I have a race coming up and I promised some friends I'm going to meet them and I have to go out there and do the run and I usually enjoy it afterwards but I don't love it at first it's self-coercion. >>: How do you force your daughter then? >> Daniel Lieberman: [laughter]. I'm not going to answer that on camera. >> Daniel Lieberman: Back in the back. >>: I wonder if other animals suffer from disevolution, like dogs or cats probably have an easier life than thousands of years ago. >> Daniel Lieberman: Yeah, well, we're perpetrating -- there's a dog obesity epidemic going on. Absolutely. Yes? >>: So I've seen the latest trend in shoes these running shoes that look like a foot and this minimalist cushion. How does a body who has been wearing other types of shoes for 40 or 50 years, what's the impact of now switching to such ->> Daniel Lieberman: Great question. What happens if you've been wearing conventional shoes for most of your life and all of a sudden you switch to minimal shoes. The answer is you get injured probably we think. Unless you do transition carefully. Because to wear minimal shoe requires more foot strength. Probably requires more calf strength you can develop that strength but you're not going to get it overnight if you buy these shoes buy a minimal shoe it comes with warnings saying don't, transition gradually, transition slowly, build up carefully don't do it all at once. And I think that's very good advice, because you can't suddenly just change from one kind of body to the next. And I think if you do try to use minimal shoes, do so cautiously and carefully and mindfully and if something hurts don't do it. Pain is an ancient adaptation to tell you you're doing something wrong. When you ignore pain, you're ignoring your biology. >>: Has there been any [indiscernible] on the minimalist running is better than shoes with big soles and [indiscernible]. >> Daniel Lieberman: So the question is there any evidence that barefoot running is better for you. I would argue that there never will be such a study because I don't think barefoot running is necessarily better for you. I think that what we can learn about barefoot running, what I think is important about running is how you run, not what's on your feet. You can run well in conventional shoes. And you can run poorly when you're barefoot. The advantage of being barefoot, however, by barefoot I mean actually barefoot, not a minimal shoe. I hate the term barefoot shoe. It's an oxymoron. Shouldn't be allowed to be used. Minimal shoe, when you hit the ground, it hurts. One of the examples of incorporating a little barefoot running into your running is teach you not to slam into the ground which is probably not a good idea. But however simply taking off your shoes doesn't make you a great runner necessarily. I don't know how many read Chris McDougal's book Born To Run. A lot of people read it and said I'm going to throw away my shoes, become perfect; everybody will love me. And I'll suddenly be able to run ultimate marathons. Takes time. And not everybody can do it. You can still run poorly barefoot. I think we have a lot to learn about running from barefoot running. But what matters about with barefoot running just like with other aspects of evolution teaches how our bodies evolved and so that we can figure out intelligently how to make decisions about how to use our body. So you don't have to be barefoot to get the benefits of what we're learning from barefoot running. I think it's kind of fun and I think people, I think it's fun to try. Most people are afraid to take their shoes off and go running, they think they're going to hurt themselves. If you run barefoot on a hard surface, your body often switches to forefoot striking, learn to run in a gentle way. Doesn't mean you'll run in a perfect way. You can still injure yourself you have to be careful. That's why I'm skeptical of the paleo diet and going back to an old way of life doesn't necessarily guarantee health. Hunter/gatherer did not evolve to be healthy. They evolved to be healthy only in so far as it helped them evolve to have more offspring. We didn't evolve to be happy either or to be -- we evolved to be anxious and to be nervous and to be depressed sometimes. These are all adaptations. It's just that in our world today sometimes they get out of control. And I think we can learn a lot from biology, about our biology from studying things like barefoot running or the effects of physical activity, but doesn't mean we have to just simply analogize our life back to such simple, to ancient ways of living. Yes. >>: Are there any scientific proofs of connection between nonorganic food and the kind of diseases that you have studied? >> Daniel Lieberman: The question, the relationship between organic food and disease. I'm not an expert on that. So I'm going to -- I study bodies, I'm not an expert on that. I wouldn't presume to answer. >>: One last question. >> Daniel Lieberman: One last question. >>: Continue on Gutenberg [indiscernible] in Europe. But hit the Jewish population of Europe because it was ready to read. And in 1950 it hit the Jews of the Yemen, but books being ordered and Yemen immigrating, have you looked at that? >> Daniel Lieberman: I haven't looked at those. That's a great study population to look at. Absolutely. Good idea. All right. Thank you so much. [applause]