from the world's big
Forget Counting Steps. Quantifying Health Will Save Your Life.
There's an immense amount of power in data, power that can be harnessed to help keep you healthy.
Daniel Kraft is a Stanford and Harvard trained physician-scientist, inventor, entrepreneur, and innovator. With over 20 years of experience in clinical practice, biomedical research and healthcare innovation, Daniel chairs Medicine for Singularity University and founded and chairs Exponential Medicine, a program which explores the future of healthcare. Daniel’s academic research has focused on: stem cell biology and regenerative medicine, stem cell derived immunotherapies for cancer, bioengineering human T-cell differentiation, and humanized animal models. Dr. Kraft recently founded IntelliMedicine, focused on enabling connected, data driven, and integrated personalized medicine.
Daniel Kraft: One of the interesting things about healthcare today is the data is becoming unsiloed and increasingly accessible. So for example, I'm wearing right now a little patch from a company called Vital Connect underneath my shirt. It's talking to my smartphone live. And I can look at a dashboard of my data from my full-on EKG, which will show up right here and it can track the trends and hopefully my EKG looks like it's okay, if there are any cardiologist out there. I can also see data about my steps, my stress level, my position.
If I fall down and I don't get back up, the system can tell that. And this is really an intensive-care-unit-like-type-level data in what will be less than five-dollar-a -ay disposable patch, which can be useful if you're training for a marathon; if you're in a hospital and you're not on a monitored bed; if your home with a disease like heart failure. That's a lot of data. We need to learn to sift through it and pull out the signals because no physician or nurse is going to want to be liable for watching your livestreaming EKG. But is an immense amount of power and data. And we're in this era now of creating digital health exhaust, whether it's my smartwatch, this patch, my phone — it can tell a lot about me, my behaviors.
If, for example, you have a patient who's got bipolar disorder, you can tell from their phone whether they're depressed or they're manic. That can play a role in smart disease, disease management. We can take technologies like 3D printing and tune home-based prosthetics. We can print prosthetic hands for folks and legs in the developing world. Here's mini me in my pocket. It's a 3D-printed version of me. That might be interesting if I need to make a prosthetic for someone who has lost part of her face. Or I was at MIT Media Lab last week and met a young grad student who diagnosed his own brain cancer, written up in The New York Times, and used 3D printing to print a version of his tumor. He said, "Hey, you want a print of my brain tumor?" This helped his surgeons do a better job of finding it and removing it. And he was proactive. He noticed some neurologic symptoms and pushed for his own repeat MRI that helped him get diagnosed earlier.
I have in my pocket a new commercialized version of a brain computer interface from a company called InteraXon. This is the Muse. You can wear this headset and kind of use this for appified mindfulness and meditation. And I might use this to prescribe to a patient who has anxiety instead of giving them a drug, I’d give them a headset. Of course they could do meditation the old-fashioned way but this enables you to quantify it, have a bit of a feedback loop. So the ability to sort of quantify our own minds with brain-computer interface like this can be used to treat everything from PTSD to ADHD. We’re going to see use of video games to improve cognition or to treat disease. We’re seeing fancy brain-computer interfaces from my alma mater Brown University to enable someone who’s quadriplegic just by thinking to move a robotic limb. And those are getting smaller and more integrated. And so the disabled in the future may just think move my arm and it will be rewired back to their own arm even if they had a spinal cord injury.
So lots of ways to take, you know, sometimes consumer devices, crowdsource new apps and platforms on these that will change neuroscience, psychiatry. And when we can pull this data together, we’ll become participatory in health care; we can move to an era kind of like with Google Maps. You donate some data when you use Waze and Google Maps — your privacy, your speed, and your location. But in exchange you can build a map of the streets and of the traffic so you get some information back. I think we can have that same sensibility in health care whether it’s sharing your brainwaves, your genomics, your wearable data while maintaining privacy and opt-in abilities. You know using that information can give us better public health, you know, early signals if it’s Ebola coming or the common flu. Or it can enable patient groups to crowdsource better cures for Crohn’s disease.
For example, there’s this new world of the microbiome. We have 10 times more bacterial cells in and on our bodies than our own human cells. We’re learning that the microbiome plays a role in everything from obesity to inflammatory bowel disease like Crohn’s disease. Maybe even some psychiatric disorders. And we’re starting to be in this era of fecal transplants. And you can imagine in five, 10 years you’re going to get a tuned cocktail of a probiotic that’s going to reboot your GI system to help treat diseases or prevent them. So, a lot of these tools are going to enable the clinician. You're going to be going to your corner pharmacy in many cases to get medical care or telemedicine.
It's going to enable you as an individual to own your own health information. There's already thousands of apps out there; some are better than others, but you can use those as tools to stay engaged in taking your vitamins and your aspirin or being on top of a much more complex regiment. And the challenge for all of us is to integrate these in the culture of health and medicine. You can have the best technology, but unless your clinician uses it and gets paid for it in some cases, it may never be adopted. The payers of the world need to start looking at how some of these can provide better outcomes at lower costs. And even before they're FDA approved, bringing these to market. And I think we're seeing many smart pharma companies, payers, physician groups think about how they layer these in to be the disruptor and not the disruptee.
The future of health care could hinge on what Daniel Kraft calls "smart disease management," the operative word being "smart" and referring to innovative diagnostic technology. In this video, Kraft displays several examples of how 3D printing, EKG, and video games can be used to boost your health. The key goal is to pursue lots of good data to help keep track of a person's condition. "There's an immense amount of power in data," says Kraft, and it's power that can be harnessed to help keep people alive.
Sallie Krawcheck and Bob Kulhan will be talking money, jobs, and how the pandemic will disproportionally affect women's finances.
Want help raising your kids? Spend more time at church, says new study.
- Religious people tend to have more children than secular people, but why remains unknown.
- A new study suggests that the social circles provided by regular church going make raising kids easier.
- Conversely, having a large secular social group made women less likely to have children.
Be fruitful and multiply<p>Scientists in the United Kingdom collected data on more than 13,000 mothers and their children. Most of them were religious, but 12 percent were not. The data included information on their church habits, social networks, number of children, and the scores those children achieved on a standardized test.</p><p>In line with previous findings that religious women have more children than secular women in industrialized countries, a connection between at least monthly church attendance and fertility was confirmed. However, religious parents showed they could avoid the pitfalls that having more children can bring. </p><p>Typically, more children in a family leads to reduced cognitive ability and height in each <a href="https://academic.oup.com/ije/article/37/6/1408/729795" target="_blank">child</a>. Some studies find that children do less well in school for each <a href="https://link.springer.com/article/10.1007/s13524-016-0471-0" target="_blank">additional sibling they have</a>. This makes a kind of intuitive sense, as parents with more children would have to divide their time, energy, and resources among more people as families expand. One would expect that the larger families would also lead to things like lower test scores. </p><p>Despite the expectation, the children of religious parents didn't have lower scores on standardized tests. There were small positive relationships between the size of the mother's social network, the number of co-religionists helping out, and the children's test scores. However, this association was small, didn't show up in all of the testings, and was unrelated to other variables. </p> These effects might be explained by the size and helpfulness of the social networks around the more religious. Women who went to church at least once a month had more extensive social networks than those who never go or who attend yearly. These social networks of co-religious people mean that there are more people to turn to for help with child-rearing, a point also demonstrated in the data. The amount of aid women got from their fellow churchgoers was also associated with a higher fertility rate. <br> <br> Conversely, an extensive social network was associated with fewer children for secular women. This finding is in line with <a href="https://journals.sagepub.com/doi/10.1207/s15327957pspr0904_5" target="_blank">previous studies</a> and suggests that the social networks comprised of co-religious individuals differ from those found elsewhere.
So, how quickly should I join a local religious group?<div class="rm-shortcode" data-media_id="6RrmYM8M" data-player_id="FvQKszTI" data-rm-shortcode-id="9eb4740a7d1e10108a75fd2ed627a90f"> <div id="botr_6RrmYM8M_FvQKszTI_div" class="jwplayer-media" data-jwplayer-video-src="https://content.jwplatform.com/players/6RrmYM8M-FvQKszTI.js"> <img src="https://cdn.jwplayer.com/thumbs/6RrmYM8M-1920.jpg" class="jwplayer-media-preview" /> </div> <script src="https://content.jwplatform.com/players/6RrmYM8M-FvQKszTI.js"></script> </div> <p>The study is not without its faults, and more investigations into the relationship between fertility, childcare, ritual, and social networks are needed.</p><p>These findings all show correlation, not causation. Though it might be said the results point towards causation, various alternative interpretations of the data are apparent. The authors note that most religions are explicitly pro-natal. It is possible that religious women have internalized these values and simply choose to have more children than secular women do.</p><p>This idea is similar to a potential interpretation of why large social networks have the opposite effect for secular women. The authors suggest that, in some cases, these more extensive social networks are associated with work and exert an anti-natal influence. Again, the people who build such networks may be people unlikely to have large families under any circumstances.</p><p>However, the researchers' hypothesis endured. The help religious women get from their church-based social networks allows them to have larger families than those who lack these support systems. In some instances, these support systems also prevent the adverse effects of larger families. </p>
The community religion offers<p>As we've mentioned <a href="https://bigthink.com/culture-religion/what-is-secular-humanism" target="_blank">before</a>, religion offers a community, and a community provides social capital. As religion continues to decline in the West, the social bonds of faith communities that used to tie social communities together begin to decay. However, as has been noted by a variety of observers for the last few decades, fewer and fewer new organizations appear ready to replace religion as a source of community in our lives.</p><p>While many different organizations might offer social support that religion once provided the whole of western society, this study shows that different social circles can differently affect the people in them. This finding must be considered by those trying to find new communities to join or the authors of future research. </p><p>The community offered by religious groups provides real benefits to those who join them. As this study shows, having the support network religious community offers allows some parents to avoid pitfalls that bedevil those lacking similar support. It suggests that previous studies demonstrating that group ritual offers benefits like increased amounts of <a href="https://journals.sagepub.com/doi/10.1177/0956797612472910" target="_blank">group trust</a> and <a href="https://journals.sagepub.com/doi/10.1177/1069397103037002003" target="_blank">cooperation</a> are onto something and that those benefits have a variety of applications. </p><p>While this study is not without its blind spots, it offers a strong starting point for further investigations into the nature of ritual in our modern lives and how local support networks remain vital in our increasingly globalized world. </p>
Health officials in China reported that a man was infected with bubonic plague, the infectious disease that caused the Black Death.
- The case was reported in the city of Bayannur, which has issued a level-three plague prevention warning.
- Modern antibiotics can effectively treat bubonic plague, which spreads mainly by fleas.
- Chinese health officials are also monitoring a newly discovered type of swine flu that has the potential to develop into a pandemic virus.
Bacteria under microscope
needpix.com<p>Today, bubonic plague can be treated effectively with antibiotics.</p><p style="margin-left: 20px;">"Unlike in the 14th century, we now have an understanding of how this disease is transmitted," Dr. Shanthi Kappagoda, an infectious disease physician at Stanford Health Care, told <a href="https://www.healthline.com/health-news/seriously-dont-worry-about-the-plague#Heres-how-the-plague-spreads" target="_blank">Healthline</a>. "We know how to prevent it — avoid handling sick or dead animals in areas where there is transmission. We are also able to treat patients who are infected with effective antibiotics, and can give antibiotics to people who may have been exposed to the bacteria [and] prevent them [from] getting sick."</p>
This plague patient is displaying a swollen, ruptured inguinal lymph node, or buboe.
Centers for Disease Control and Prevention<p>Still, hundreds of people develop bubonic plague every year. In the U.S., a handful of cases occur annually, particularly in New Mexico, Arizona and Colorado, <a href="https://www.cdc.gov/plague/faq/index.html" target="_blank">where habitats allow the bacteria to spread more easily among wild rodent populations</a>. But these cases are very rare, mainly because you need to be in close contact with rodents in order to get infected. And though plague can spread from human to human, this <a href="https://www.healthline.com/health-news/seriously-dont-worry-about-the-plague#Heres-how-the-plague-spreads" target="_blank">only occurs with pneumonic plague</a>, and transmission is also rare.</p>
A new swine flu in China<p>Last week, researchers in China also reported another public health concern: a new virus that has "all the essential hallmarks" of a pandemic virus.<br></p><p>In a paper published in the <a href="https://www.pnas.org/content/early/2020/06/23/1921186117" target="_blank">Proceedings of the National Academy of Sciences</a>, researchers say the virus was discovered in pigs in China, and it descended from the H1N1 virus, commonly called "swine flu." That virus was able to transmit from human to human, and it killed an estimated 151,700 to 575,400 people worldwide from 2009 to 2010, according to the Centers for Disease Control and Prevention.</p>There's no evidence showing that the new virus can spread from person to person. But the researchers did find that 10 percent of swine workers had been infected by the virus, called G4 reassortant EA H1N1. This level of infectivity raises concerns, because it "greatly enhances the opportunity for virus adaptation in humans and raises concerns for the possible generation of pandemic viruses," the researchers wrote.
A neuroscientist argues that da Vinci shared a disorder with Picasso and Rembrandt.
- A neuroscientist at the City University of London proposes that Leonardo da Vinci may have had exotropia, allowing him to see the world with impaired depth perception.
- If true, it means that Da Vinci would have been able to see the images he wanted to paint as they would have appeared on a flat surface.
- The finding reminds us that sometimes looking at the world in a different way can have fantastic results.
The study<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8xODc3Mjc2NS9vcmlnaW4uanBnIiwiZXhwaXJlc19hdCI6MTY1MTA4MDg2NH0.T-98YvLjS9mUCQkgqHyV43Q7h_JIiubrev-Fp_0j4Pg/img.jpg?width=1245&coordinates=0%2C38%2C0%2C579&height=700" id="58346" class="rm-shortcode" data-rm-shortcode-id="674799ba34e115a2e9a3e94c366bfc26" data-rm-shortcode-name="rebelmouse-image" />
The Virtuvian Man. Christopher Tyler suggests that Da Vinci used his own image as a template for the face in the drawing.
Vitruvian Man, by Leonardo da Vinci created c. 1480–1490<p><a href="https://www.city.ac.uk/people/academics/christopher-tyler" target="_blank">Professor Christopher Tyler</a> of the City University of London's optometry division analyzed six pieces of Renaissance art by or held to be images of Da Vinci, including the famous <em>Vitruvian Man. </em>By looking at the paintings, drawings, and statues and applying the same techniques optometrists use on patients, Tyler was able to conclude that the eyes of the men depicted were misaligned.</p><p> He concluded that, if the images he analyzed were truly reflective of how Da Vinci looked, that the great artist had a mild case of exotropia. </p>
How would this have helped him paint?<span style="display:block;position:relative;padding-top:56.25%;" class="rm-shortcode" data-rm-shortcode-id="b221010aa7688734d4d6a41f0df5933f"><iframe type="lazy-iframe" data-runner-src="https://www.youtube.com/embed/j6F-sHhmfrY?rel=0" width="100%" height="auto" frameborder="0" scrolling="no" style="position:absolute;top:0;left:0;width:100%;height:100%;"></iframe></span><p><a href="https://shileyeye.ucsd.edu/faculty/shira-robbins" target="_blank">Shira Robbins</a>, a professor of ophthalmology at the University of California at San Diego, who was not involved with the project, explained to <em><a href="https://www.washingtonpost.com/news/morning-mix/wp/2018/10/19/leonardo-da-vincis-genius-may-be-rooted-in-a-common-eye-disorder-new-study-says/?utm_term=.d3f44ed91c16" target="_blank">The Washington Post</a> </em>how individuals with exotropia often turn to additional information to help understand the world around them:</p><blockquote>"What happens in some people is when they're only using one eye . . . they develop other cues besides traditional depth perception to understand where things are in space, looking at color and shadow in a way that most of us who use both eyes at a time don't really appreciate." </blockquote><p>Dr. Robbins agrees that, if the artworks analyzed accurately depict Da Vinci, then he probably had exotropia.</p><p>If Da Vinci did have a mild form of the condition, which would allow him to focus with both eyes when concentrating and with one when relaxed, Tyler asserts that the famed artist could have viewed the world in two or three dimensions at will, showing him the world exactly as he would need to recreate it on a flat surface. Quite the superpower for an artist.</p>
Does this mean Da Vinci would have been a hack if he had normal eyesight?<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8xODc3MjY5NS9vcmlnaW4ucG5nIiwiZXhwaXJlc19hdCI6MTYyMjYwOTgxOH0.eSu3YBpCuaDj59-4lzSeZ1WgwtV2ETGiWHqczzW3how/img.png?width=980" id="9c323" class="rm-shortcode" data-rm-shortcode-id="edd4e9e9d9c1156a53242df6288d7cc0" data-rm-shortcode-name="rebelmouse-image" />
A graph showing the difference in where each eye is focused for each painting, drawing, and statue used in the study. The larger the difference, the more pronounced the exotropia is in the image.<p>Not at all. What Dr. Tyler is suggesting is that the tendency of people who have exotropia to rely on using one eye to see the world and thereby lose some depth perception allowed Da Vinci to understand better how the three-dimensional objects in the world could be translated into a two-dimensional image on a canvas. This could account for some of Da Vinci's skill in depicting shadow and subtle changes in color, since he would have relied on these details to understand the world. <br><br>His polymathic brilliance extended far beyond art, and nobody is claiming that his ideas for flying machines, tanks, or <a href="http://www.da-vinci-inventions.com/davinci-inventions.aspx" target="_blank">other inventions </a>were at all influenced by a vision problem.</p>
How can we know this? He has been dead for five hundred years.<span style="display:block;position:relative;padding-top:56.25%;" class="rm-shortcode" data-rm-shortcode-id="c26fc51b0aebbcd6905593015fec79e5"><iframe type="lazy-iframe" data-runner-src="https://www.youtube.com/embed/LRAptNtN9-A?rel=0" width="100%" height="auto" frameborder="0" scrolling="no" style="position:absolute;top:0;left:0;width:100%;height:100%;"></iframe></span><p>There are reasons to be cautious anytime we make claims about people who are long dead. In this case, we have the bonus problem that we aren't 100 percent sure that the images used are supposed to look like Da Vinci. </p><p> That is the major caveat of the idea; all of the images used as evidence of his condition are assumed to look like him. While some of the images, like the <a href="https://en.wikipedia.org/wiki/David_(Verrocchio)" target="_blank"><em>David</em> by Andrea del Verrocchio</a>, are generally agreed to be based on Leonardo the other pictures are claimed to be reflective of him based only on his statement that "[The soul] guides the painter's arm and makes him reproduce himself, since it appears to the soul that this is the best way to represent a human being." </p><p>Tyler also argues that the portraits he claims are based on Da Vinci share similarities with the images generally accepted to be portraits of him; including similar hair and facial features. This lends weight to the idea that the artist incorporated his own traits into his artwork, including his vision problem. </p><p>Leonardo da Vinci was undoubtedly one of the greatest geniuses of all time. If he had exotropia, then it was merely a minor addition to his artistic skills. It does, however, give us a literal example of how people who look at the world differently can use that vantage point to their advantage to create things we all can appreciate. </p>
The word "learning" opens up space for more people, places, and ideas.
- The terms 'education' and 'learning' are often used interchangeably, but there is a cultural connotation to the former that can be limiting. Education naturally links to schooling, which is only one form of learning.
- Gregg Behr, founder and co-chair of Remake Learning, believes that this small word shift opens up the possibilities in terms of how and where learning can happen. It also becomes a more inclusive practice, welcoming in a larger, more diverse group of thinkers.
- Post-COVID, the way we think about what learning looks like will inevitably change, so it's crucial to adjust and begin building the necessary support systems today.