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Phylo: Turning Biology Puzzles Into Interactive Games
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She is currently in her fourth year of medical school and plans to practice in areas related to oncology and public health.","avatar":"https://secure.gravatar.com/avatar/e619f988afc7d75e30290d715bb384a5?s=600&d=blank&r=g","twitter":null,"facebook":null,"instagram":null,"linkedin":null,"sites":[{"site":"quest","roles":["subscriber"]}],"headData":{"title":"Kamal Menghrajani | 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FM","link":"/"}},"quest_32568":{"type":"posts","id":"quest_32568","meta":{"index":"posts_1591205157","site":"quest","id":"32568","score":null,"sort":[1331326480000]},"guestAuthors":[],"slug":"phylo-turning-biology-puzzles-into-interactive-games","title":"Phylo: Turning Biology Puzzles Into Interactive Games","publishDate":1331326480,"format":"standard","headTitle":"QUEST | KQED Science","labelTerm":{"site":"quest"},"content":"\u003cp>\u003ca href=\"http://ww2.kqed.org/quest/wp-content/uploads/sites/39/2012/03/6960873861_c54bffdb62_z-e1331325559827.jpg\">\u003cimg src=\"http://ww2.kqed.org/quest/wp-content/uploads/sites/39/2012/03/6960873861_c54bffdb62_z-e1331325559827.jpg\" alt=\"\" title=\"6960873861_c54bffdb62_z\" width=\"640\" height=\"360\" class=\"alignnone size-full wp-image-32748\" srcset=\"https://ww2.kqed.org/app/uploads/sites/39/2012/03/6960873861_c54bffdb62_z-e1331325559827.jpg 640w, https://ww2.kqed.org/app/uploads/sites/39/2012/03/6960873861_c54bffdb62_z-e1331325559827-400x225.jpg 400w\" sizes=\"(max-width: 640px) 100vw, 640px\">\u003c/a>\u003ca href=\"http://www.flickr.com/photos/officialgdc/6960873861/in/photostream\">Photo courtesy of Official GDC\u003c/a>\u003c/p>\n\u003cp>People often think of medicine as hard work, but an emerging group of tech-savvy entrepreneurs is looking to re-shape people’s perspectives and turn health, and health research, into a form of play.\u003c/p>\n\u003cp>At the \u003ca href=\"http://www.gdconf.com/\">Game Developers’ Conference\u003c/a> here in San Francisco this week, computer scientist Jérôme Waldispühl showed off a project that he and colleagues at McGill University just published in \u003ca href=\"http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0031362\">PLoS ONE\u003c/a>. (KQED QUEST blogger \u003ca href=\"http://ww2.kqed.org/quest/author/dr-barry-starr/\">Dr. Barry Starr\u003c/a> wrote about this \u003ca href=\"http://ww2.kqed.org/quest/2011/12/12/gaming-to-understand-disease/\">game\u003c/a> in December.)\u003c/p>\n\u003cp>It’s called Phylo, and it turns the puzzles of biology into a game anyone can play.\u003c/p>\n\u003cp>Phylo takes a fresh approach to sorting through the data produced by the \u003ca href=\"http://www.genome.gov/10001772\">Human Genome Project\u003c/a>, some three billion bits that spell out the instructions for how to make and maintain a human being.\u003c/p>\n\u003cp>[ad fullwidth]\u003c/p>\n\u003cp>Researchers are continuously looking through this genetic code to search for genes that may make us susceptible to a particular disease. Finding that needle in the haystack takes time, as scientists must look at each piece of data to evaluate its potential to wreak biological havoc. They also need context to understand the significance of each gene’s sequence.\u003cstrong>\u003c/strong>\u003c/p>\n\u003cp>“By themselves, sequences tell us nothing,” Waldispühl said. To make sense of this data, researchers are interested in comparing human DNA to that of other animals, like monkeys or mice. This gives us a window into evolution – if the exact same sequence ended up in horses and humans, then it is probably important, and a change, or mutation, would be bad news.\u003c/p>\n\u003cp>Waldispühl turned these inter-species comparisons into a game by color-coding the DNA and laying out human and animal sequences on top of each other, the way many scientists do to make sense of it.\u003c/p>\n\u003cp>“In the puzzle, you’re trying to make columns of the same color, [and] you’re finding evolutionarily conserved regions.”\u003c/p>\n\u003cp>The result is a game that looks something like a mash-up of \u003ca href=\"http://www.tetrisfriends.com/games/Marathon/game.php\">Tetris\u003c/a> and a \u003ca href=\"http://www.rubiks.com/\">Rubik’s cube\u003c/a>. To play, you try to arrange the rows to get the same color going down across different species, and you can introduce gaps if necessary. The computer’s score is the ‘Par’, and your goal is to beat it.\u003c/p>\n\u003cp>\u003ca href=\"http://ww2.kqed.org/quest/wp-content/uploads/sites/39/2012/03/phylo.png\">\u003cimg src=\"http://ww2.kqed.org/quest/wp-content/uploads/sites/39/2012/03/phylo-300x150.png\" alt=\"\" title=\"phylo\" width=\"300\" height=\"150\" class=\"alignleft size-thumbnail wp-image-32587\">\u003c/a>\u003c/p>\n\u003cp>Competing with the computer may sound daunting at first. After all, this process seems like something computers should be really good at. But for this kind of pattern recognition, humans turn out to be much smarter than computers at figuring out which mutations can be thrown away, and which may be a red flag for disease.\u003c/p>\n\u003cp>For all the nuances of the science behind the game, it should ultimately still be fun to play. I asked Jon Bernstein, a doctor and researcher at \u003ca href=\"http://med.stanford.edu/\">Stanford\u003c/a>, to try it out. “I thought it was very interesting – it was visually appealing, the interface was nice, and fun to play around with.”\u003c/p>\n\u003cp>The game is focused on genetics, Dr. Bernstein’s area of expertise, but that didn’t mean it was easy. “Many of the levels were pretty challenging.”\u003c/p>\n\u003cp>The game is timely, as DNA sequencing is becoming more and more useful in terms of diagnosing and treating all sorts of illnesses\u003c/p>\n\u003cp>“There are many, many situations in which genetic information is helpful in understanding the cause of human disease,” said Bernstein. “There are many cases in which it impacts how you take care of people and the counseling you can provide them.”\u003c/p>\n\u003cp>But as Bernstein told me, some forms of sequencing are still very expensive, on the order of $10,000. “And most of the cost is really the interpretation, not running the test itself.”\u003c/p>\n\u003cp>Games like Phylo are an effort to help scientists interpret these data. By making these problems fun, easy to play with, and accessible to anyone in the world, game designers like Waldispühl are essentially crowd-sourcing solutions to complex problems in health.\u003c/p>\n\u003cp>And there are plenty of gamers who would be willing to help out. Waldispühl told me that McGill put out a press release on the game and got a much larger response than they expected.\u003c/p>\n\u003cp>“A couple of hours after we launched the game, the server was saturated and we put all of the department in an emergency state because everything was blocked,” he said.\u003c/p>\n\u003cp>“We had basically a puzzle downloaded every half-second. It was just crazy.”\u003c/p>\n\u003cp>Finding innovative ways to quickly make sense of genetic data is becoming more important as sequencing becomes faster and more widely used. However, there are many questions that come up between sequencing a person’s DNA and pinpointing the cause of their disease, and Phylo may be answering the wrong one.\u003c/p>\n\u003cp>“This particular game is about aligning DNA sequences. In clinical medicine, a lot of questions are asked and answered at the level of protein,” Stanford’s Bernstein said.\u003c/p>\n\u003cp>DNA is the blueprint for protein, and bad proteins can cause disease. Looking at information from the protein perspective would be much more useful to doctors, and games like \u003ca href=\"http://fold.it/portal/\">Foldit\u003c/a> are already looking at some aspects of that problem.\u003c/p>\n\u003cp>Foldit is a science-focused game that was first released to the public in 2008, and it has had considerable success since then. It allows players to virtually interact with proteins and solve puzzles about their shape. Foldit was able to harness the power of the game-playing masses to determine the shape of the AIDS virus in rhesus monkeys, a problem that had eluded researchers for 15 years. They even \u003ca href=\"http://www.nature.com/nsmb/journal/v18/n10/full/nsmb.2119.html\">published their findings\u003c/a> in a sub-journal of Nature.\u003c/p>\n\u003cp>Phylo may not be as useful as Foldit in its current incarnation, but it does have potential. Since its launch in November 2010, Phylo has contributed to 450,000 solutions through the work of 20,000 registered players and thousands more who play anonymously. Its interface could easily be adopted to compare proteins instead of DNA sequences, but the challenge would be in making it enjoyable for anyone to play.\u003c/p>\n\u003cp>[ad floatright]\u003c/p>\n\u003cp>“We really wanted to make a casual game – that people can play it without thinking they are solving a problem,” Waldispühl said. “People want to have fun. And we can reuse the energy they spend gaming to do something useful.”\u003c/p>\n\n","blocks":[],"excerpt":"People often think of medicine as hard work, but an emerging group of tech-savvy entrepreneurs is looking to re-shape people’s perspectives and turn health, and health research, into a form of play.","status":"publish","parent":0,"modified":1443830590,"stats":{"hasAudio":false,"hasVideo":false,"hasChartOrMap":false,"iframeSrcs":[],"hasGoogleForm":false,"hasGallery":false,"hasHearkenModule":false,"hasPolis":false,"paragraphCount":29,"wordCount":1092},"headData":{"title":"Phylo: Turning Biology Puzzles Into Interactive Games | KQED","description":"People often think of medicine as hard work, but an emerging group of tech-savvy entrepreneurs is looking to re-shape people’s perspectives and turn health, and health research, into a form of play.","ogTitle":"","ogDescription":"","ogImgId":"","twTitle":"","twDescription":"","twImgId":""},"disqusIdentifier":"32568 http://science.kqed.org/quest/?p=32568","disqusUrl":"https://ww2.kqed.org/quest/2012/03/09/phylo-turning-biology-puzzles-into-interactive-games/","disqusTitle":"Phylo: Turning Biology Puzzles Into Interactive Games","path":"/quest/32568/phylo-turning-biology-puzzles-into-interactive-games","audioTrackLength":null,"parsedContent":[{"type":"contentString","content":"\u003cdiv class=\"post-body\">\u003cp>\u003cp>\u003ca href=\"http://ww2.kqed.org/quest/wp-content/uploads/sites/39/2012/03/6960873861_c54bffdb62_z-e1331325559827.jpg\">\u003cimg src=\"http://ww2.kqed.org/quest/wp-content/uploads/sites/39/2012/03/6960873861_c54bffdb62_z-e1331325559827.jpg\" alt=\"\" title=\"6960873861_c54bffdb62_z\" width=\"640\" height=\"360\" class=\"alignnone size-full wp-image-32748\" srcset=\"https://ww2.kqed.org/app/uploads/sites/39/2012/03/6960873861_c54bffdb62_z-e1331325559827.jpg 640w, https://ww2.kqed.org/app/uploads/sites/39/2012/03/6960873861_c54bffdb62_z-e1331325559827-400x225.jpg 400w\" sizes=\"(max-width: 640px) 100vw, 640px\">\u003c/a>\u003ca href=\"http://www.flickr.com/photos/officialgdc/6960873861/in/photostream\">Photo courtesy of Official GDC\u003c/a>\u003c/p>\n\u003cp>People often think of medicine as hard work, but an emerging group of tech-savvy entrepreneurs is looking to re-shape people’s perspectives and turn health, and health research, into a form of play.\u003c/p>\n\u003cp>At the \u003ca href=\"http://www.gdconf.com/\">Game Developers’ Conference\u003c/a> here in San Francisco this week, computer scientist Jérôme Waldispühl showed off a project that he and colleagues at McGill University just published in \u003ca href=\"http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0031362\">PLoS ONE\u003c/a>. (KQED QUEST blogger \u003ca href=\"http://ww2.kqed.org/quest/author/dr-barry-starr/\">Dr. Barry Starr\u003c/a> wrote about this \u003ca href=\"http://ww2.kqed.org/quest/2011/12/12/gaming-to-understand-disease/\">game\u003c/a> in December.)\u003c/p>\n\u003cp>It’s called Phylo, and it turns the puzzles of biology into a game anyone can play.\u003c/p>\n\u003cp>Phylo takes a fresh approach to sorting through the data produced by the \u003ca href=\"http://www.genome.gov/10001772\">Human Genome Project\u003c/a>, some three billion bits that spell out the instructions for how to make and maintain a human being.\u003c/p>\n\u003cp>\u003c/p>\u003c/div>","attributes":{"named":{},"numeric":[]}},{"type":"component","content":"","name":"ad","attributes":{"named":{"label":"fullwidth"},"numeric":["fullwidth"]}},{"type":"contentString","content":"\u003cdiv class=\"post-body\">\u003cp>\u003c/p>\n\u003cp>Researchers are continuously looking through this genetic code to search for genes that may make us susceptible to a particular disease. Finding that needle in the haystack takes time, as scientists must look at each piece of data to evaluate its potential to wreak biological havoc. They also need context to understand the significance of each gene’s sequence.\u003cstrong>\u003c/strong>\u003c/p>\n\u003cp>“By themselves, sequences tell us nothing,” Waldispühl said. To make sense of this data, researchers are interested in comparing human DNA to that of other animals, like monkeys or mice. This gives us a window into evolution – if the exact same sequence ended up in horses and humans, then it is probably important, and a change, or mutation, would be bad news.\u003c/p>\n\u003cp>Waldispühl turned these inter-species comparisons into a game by color-coding the DNA and laying out human and animal sequences on top of each other, the way many scientists do to make sense of it.\u003c/p>\n\u003cp>“In the puzzle, you’re trying to make columns of the same color, [and] you’re finding evolutionarily conserved regions.”\u003c/p>\n\u003cp>The result is a game that looks something like a mash-up of \u003ca href=\"http://www.tetrisfriends.com/games/Marathon/game.php\">Tetris\u003c/a> and a \u003ca href=\"http://www.rubiks.com/\">Rubik’s cube\u003c/a>. To play, you try to arrange the rows to get the same color going down across different species, and you can introduce gaps if necessary. The computer’s score is the ‘Par’, and your goal is to beat it.\u003c/p>\n\u003cp>\u003ca href=\"http://ww2.kqed.org/quest/wp-content/uploads/sites/39/2012/03/phylo.png\">\u003cimg src=\"http://ww2.kqed.org/quest/wp-content/uploads/sites/39/2012/03/phylo-300x150.png\" alt=\"\" title=\"phylo\" width=\"300\" height=\"150\" class=\"alignleft size-thumbnail wp-image-32587\">\u003c/a>\u003c/p>\n\u003cp>Competing with the computer may sound daunting at first. After all, this process seems like something computers should be really good at. But for this kind of pattern recognition, humans turn out to be much smarter than computers at figuring out which mutations can be thrown away, and which may be a red flag for disease.\u003c/p>\n\u003cp>For all the nuances of the science behind the game, it should ultimately still be fun to play. I asked Jon Bernstein, a doctor and researcher at \u003ca href=\"http://med.stanford.edu/\">Stanford\u003c/a>, to try it out. “I thought it was very interesting – it was visually appealing, the interface was nice, and fun to play around with.”\u003c/p>\n\u003cp>The game is focused on genetics, Dr. Bernstein’s area of expertise, but that didn’t mean it was easy. “Many of the levels were pretty challenging.”\u003c/p>\n\u003cp>The game is timely, as DNA sequencing is becoming more and more useful in terms of diagnosing and treating all sorts of illnesses\u003c/p>\n\u003cp>“There are many, many situations in which genetic information is helpful in understanding the cause of human disease,” said Bernstein. “There are many cases in which it impacts how you take care of people and the counseling you can provide them.”\u003c/p>\n\u003cp>But as Bernstein told me, some forms of sequencing are still very expensive, on the order of $10,000. “And most of the cost is really the interpretation, not running the test itself.”\u003c/p>\n\u003cp>Games like Phylo are an effort to help scientists interpret these data. By making these problems fun, easy to play with, and accessible to anyone in the world, game designers like Waldispühl are essentially crowd-sourcing solutions to complex problems in health.\u003c/p>\n\u003cp>And there are plenty of gamers who would be willing to help out. Waldispühl told me that McGill put out a press release on the game and got a much larger response than they expected.\u003c/p>\n\u003cp>“A couple of hours after we launched the game, the server was saturated and we put all of the department in an emergency state because everything was blocked,” he said.\u003c/p>\n\u003cp>“We had basically a puzzle downloaded every half-second. It was just crazy.”\u003c/p>\n\u003cp>Finding innovative ways to quickly make sense of genetic data is becoming more important as sequencing becomes faster and more widely used. However, there are many questions that come up between sequencing a person’s DNA and pinpointing the cause of their disease, and Phylo may be answering the wrong one.\u003c/p>\n\u003cp>“This particular game is about aligning DNA sequences. In clinical medicine, a lot of questions are asked and answered at the level of protein,” Stanford’s Bernstein said.\u003c/p>\n\u003cp>DNA is the blueprint for protein, and bad proteins can cause disease. Looking at information from the protein perspective would be much more useful to doctors, and games like \u003ca href=\"http://fold.it/portal/\">Foldit\u003c/a> are already looking at some aspects of that problem.\u003c/p>\n\u003cp>Foldit is a science-focused game that was first released to the public in 2008, and it has had considerable success since then. It allows players to virtually interact with proteins and solve puzzles about their shape. Foldit was able to harness the power of the game-playing masses to determine the shape of the AIDS virus in rhesus monkeys, a problem that had eluded researchers for 15 years. They even \u003ca href=\"http://www.nature.com/nsmb/journal/v18/n10/full/nsmb.2119.html\">published their findings\u003c/a> in a sub-journal of Nature.\u003c/p>\n\u003cp>Phylo may not be as useful as Foldit in its current incarnation, but it does have potential. Since its launch in November 2010, Phylo has contributed to 450,000 solutions through the work of 20,000 registered players and thousands more who play anonymously. Its interface could easily be adopted to compare proteins instead of DNA sequences, but the challenge would be in making it enjoyable for anyone to play.\u003c/p>\n\u003cp>\u003c/p>\u003c/div>","attributes":{"named":{},"numeric":[]}},{"type":"component","content":"","name":"ad","attributes":{"named":{"label":"floatright"},"numeric":["floatright"]}},{"type":"contentString","content":"\u003cdiv class=\"post-body\">\u003cp>\u003c/p>\n\u003cp>“We really wanted to make a casual game – that people can play it without thinking they are solving a problem,” Waldispühl said. “People want to have fun. And we can reuse the energy they spend gaming to do something useful.”\u003c/p>\n\n\u003c/div>\u003c/p>","attributes":{"named":{},"numeric":[]}}],"link":"/quest/32568/phylo-turning-biology-puzzles-into-interactive-games","authors":["10345"],"categories":["quest_8","quest_12"],"tags":["quest_848","quest_1166","quest_10782","quest_13201","quest_10539","quest_13"],"featImg":"quest_32587","label":"quest"}},"programsReducer":{"possible":{"id":"possible","title":"Possible","info":"Possible is hosted by entrepreneur Reid Hoffman and writer Aria Finger. Together in Possible, Hoffman and Finger lead enlightening discussions about building a brighter collective future. The show features interviews with visionary guests like Trevor Noah, Sam Altman and Janette Sadik-Khan. Possible paints an optimistic portrait of the world we can create through science, policy, business, art and our shared humanity. It asks: What if everything goes right for once? How can we get there? 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Michel Martin hosts on the weekends.","airtime":"MON-FRI 1pm-2pm, 4:30pm-6:30pm\u003cbr />SAT-SUN 5pm-6pm","imageSrc":"https://cdn.kqed.org/wp-content/uploads/2024/04/All-Things-Considered-Podcast-Tile-360x360-1.jpg","officialWebsiteLink":"https://www.npr.org/programs/all-things-considered/","meta":{"site":"news","source":"npr"},"link":"/radio/program/all-things-considered"},"american-suburb-podcast":{"id":"american-suburb-podcast","title":"American Suburb: The Podcast","tagline":"The flip side of gentrification, told through one town","info":"Gentrification is changing cities across America, forcing people from neighborhoods they have long called home. Call them the displaced. Now those priced out of the Bay Area are looking for a better life in an unlikely place. American Suburb follows this migration to one California town along the Delta, 45 miles from San Francisco. 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You ask the questions. You decide what Bay Curious investigates. And you join us on the journey to find the answers.","imageSrc":"https://cdn.kqed.org/wp-content/uploads/2024/04/Bay-Curious-Podcast-Tile-703x703-1.jpg","imageAlt":"\"KQED Bay Curious","officialWebsiteLink":"/news/series/baycurious","meta":{"site":"news","source":"kqed","order":"4"},"link":"/podcasts/baycurious","subscribe":{"apple":"https://podcasts.apple.com/us/podcast/bay-curious/id1172473406","npr":"https://www.npr.org/podcasts/500557090/bay-curious","rss":"https://ww2.kqed.org/news/category/bay-curious-podcast/feed/podcast","google":"https://podcasts.google.com/feed/aHR0cHM6Ly93dzIua3FlZC5vcmcvbmV3cy9jYXRlZ29yeS9iYXktY3VyaW91cy1wb2RjYXN0L2ZlZWQvcG9kY2FzdA","stitcher":"https://www.stitcher.com/podcast/kqed/bay-curious","spotify":"https://open.spotify.com/show/6O76IdmhixfijmhTZLIJ8k"}},"bbc-world-service":{"id":"bbc-world-service","title":"BBC World Service","info":"The day's top stories from BBC News compiled twice daily in the week, once at weekends.","airtime":"MON-FRI 9pm-10pm, TUE-FRI 1am-2am","imageSrc":"https://cdn.kqed.org/wp-content/uploads/2024/04/BBC-World-Service-Podcast-Tile-360x360-1.jpg","officialWebsiteLink":"https://www.bbc.co.uk/sounds/play/live:bbc_world_service","meta":{"site":"news","source":"BBC World Service"},"link":"/radio/program/bbc-world-service","subscribe":{"apple":"https://itunes.apple.com/us/podcast/global-news-podcast/id135067274?mt=2","tuneIn":"https://tunein.com/radio/BBC-World-Service-p455581/","rss":"https://podcasts.files.bbci.co.uk/p02nq0gn.rss"}},"code-switch-life-kit":{"id":"code-switch-life-kit","title":"Code Switch / Life Kit","info":"\u003cem>Code Switch\u003c/em>, which listeners will hear in the first part of the hour, has fearless and much-needed conversations about race. Hosted by journalists of color, the show tackles the subject of race head-on, exploring how it impacts every part of society — from politics and pop culture to history, sports and more.\u003cbr />\u003cbr />\u003cem>Life Kit\u003c/em>, which will be in the second part of the hour, guides you through spaces and feelings no one prepares you for — from finances to mental health, from workplace microaggressions to imposter syndrome, from relationships to parenting. The show features experts with real world experience and shares their knowledge. Because everyone needs a little help being human.\u003cbr />\u003cbr />\u003ca href=\"https://www.npr.org/podcasts/510312/codeswitch\">\u003cem>Code Switch\u003c/em> offical site and podcast\u003c/a>\u003cbr />\u003ca href=\"https://www.npr.org/lifekit\">\u003cem>Life Kit\u003c/em> offical site and podcast\u003c/a>\u003cbr />","airtime":"SUN 9pm-10pm","imageSrc":"https://cdn.kqed.org/wp-content/uploads/2024/04/Code-Switch-Life-Kit-Podcast-Tile-360x360-1.jpg","meta":{"site":"radio","source":"npr"},"link":"/radio/program/code-switch-life-kit","subscribe":{"apple":"https://podcasts.apple.com/podcast/1112190608?mt=2&at=11l79Y&ct=nprdirectory","google":"https://podcasts.google.com/feed/aHR0cHM6Ly93d3cubnByLm9yZy9yc3MvcG9kY2FzdC5waHA_aWQ9NTEwMzEy","spotify":"https://open.spotify.com/show/3bExJ9JQpkwNhoHvaIIuyV","rss":"https://feeds.npr.org/510312/podcast.xml"}},"commonwealth-club":{"id":"commonwealth-club","title":"Commonwealth Club of California Podcast","info":"The Commonwealth Club of California is the nation's oldest and largest public affairs forum. As a non-partisan forum, The Club brings to the public airwaves diverse viewpoints on important topics. The Club's weekly radio broadcast - the oldest in the U.S., dating back to 1924 - is carried across the nation on public radio stations and is now podcasting. Our website archive features audio of our recent programs, as well as selected speeches from our long and distinguished history. This podcast feed is usually updated twice a week and is always un-edited.","airtime":"THU 10pm, FRI 1am","imageSrc":"https://cdn.kqed.org/wp-content/uploads/2024/04/Commonwealth-Club-Podcast-Tile-360x360-1.jpg","officialWebsiteLink":"https://www.commonwealthclub.org/podcasts","meta":{"site":"news","source":"Commonwealth Club of California"},"link":"/radio/program/commonwealth-club","subscribe":{"apple":"https://itunes.apple.com/us/podcast/commonwealth-club-of-california-podcast/id976334034?mt=2","google":"https://podcasts.google.com/feed/aHR0cDovL3d3dy5jb21tb253ZWFsdGhjbHViLm9yZy9hdWRpby9wb2RjYXN0L3dlZWtseS54bWw","tuneIn":"https://tunein.com/radio/Commonwealth-Club-of-California-p1060/"}},"considerthis":{"id":"considerthis","title":"Consider This","tagline":"Make sense of the day","info":"Make sense of the day. Every weekday afternoon, Consider This helps you consider the major stories of the day in less than 15 minutes, featuring the reporting and storytelling resources of NPR. Plus, KQED’s Bianca Taylor brings you the local KQED news you need to know.","imageSrc":"https://cdn.kqed.org/wp-content/uploads/2024/04/Consider-This-Podcast-Tile-703x703-1.jpg","imageAlt":"Consider This from NPR and KQED","officialWebsiteLink":"/podcasts/considerthis","meta":{"site":"news","source":"kqed","order":"7"},"link":"/podcasts/considerthis","subscribe":{"apple":"https://podcasts.apple.com/podcast/id1503226625?mt=2&at=11l79Y&ct=nprdirectory","npr":"https://rpb3r.app.goo.gl/coronavirusdaily","google":"https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkcy5ucHIub3JnLzUxMDM1NS9wb2RjYXN0LnhtbA","spotify":"https://open.spotify.com/show/3Z6JdCS2d0eFEpXHKI6WqH"}},"forum":{"id":"forum","title":"Forum","tagline":"The conversation starts here","info":"KQED’s live call-in program discussing local, state, national and international issues, as well as in-depth interviews.","airtime":"MON-FRI 9am-11am, 10pm-11pm","imageSrc":"https://cdn.kqed.org/wp-content/uploads/2024/04/Forum-Podcast-Tile-703x703-1.jpg","imageAlt":"KQED Forum with Mina Kim and Alexis Madrigal","officialWebsiteLink":"/forum","meta":{"site":"news","source":"kqed","order":"8"},"link":"/forum","subscribe":{"apple":"https://podcasts.apple.com/us/podcast/kqeds-forum/id73329719","google":"https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkcy5tZWdhcGhvbmUuZm0vS1FJTkM5NTU3MzgxNjMz","npr":"https://www.npr.org/podcasts/432307980/forum","stitcher":"https://www.stitcher.com/podcast/kqedfm-kqeds-forum-podcast","rss":"https://feeds.megaphone.fm/KQINC9557381633"}},"freakonomics-radio":{"id":"freakonomics-radio","title":"Freakonomics Radio","info":"Freakonomics Radio is a one-hour award-winning podcast and public-radio project hosted by Stephen Dubner, with co-author Steve Levitt as a regular guest. 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Updated Monday through Friday at about 3:30 p.m. PT.","airtime":"MON-FRI 4pm-4:30pm, MON-WED 6:30pm-7pm","imageSrc":"https://cdn.kqed.org/wp-content/uploads/2024/04/Marketplace-Podcast-Tile-360x360-1.jpg","officialWebsiteLink":"https://www.marketplace.org/","meta":{"site":"news","source":"American Public Media"},"link":"/radio/program/marketplace","subscribe":{"apple":"https://itunes.apple.com/WebObjects/MZStore.woa/wa/viewPodcast?s=143441&mt=2&id=201853034&at=11l79Y&ct=nprdirectory","tuneIn":"https://tunein.com/radio/APM-Marketplace-p88/","rss":"https://feeds.publicradio.org/public_feeds/marketplace-pm/rss/rss"}},"mindshift":{"id":"mindshift","title":"MindShift","tagline":"A podcast about the future of learning and how we raise our kids","info":"The MindShift podcast explores the innovations in education that are shaping how kids learn. Hosts Ki Sung and Katrina Schwartz introduce listeners to educators, researchers, parents and students who are developing effective ways to improve how kids learn. We cover topics like how fed-up administrators are developing surprising tactics to deal with classroom disruptions; how listening to podcasts are helping kids develop reading skills; the consequences of overparenting; and why interdisciplinary learning can engage students on all ends of the traditional achievement spectrum. This podcast is part of the MindShift education site, a division of KQED News. KQED is an NPR/PBS member station based in San Francisco. You can also visit the MindShift website for episodes and supplemental blog posts or tweet us \u003ca href=\"https://twitter.com/MindShiftKQED\">@MindShiftKQED\u003c/a> or visit us at \u003ca href=\"/mindshift\">MindShift.KQED.org\u003c/a>","imageSrc":"https://cdn.kqed.org/wp-content/uploads/2024/04/Mindshift-Podcast-Tile-703x703-1.jpg","imageAlt":"KQED MindShift: How We Will Learn","officialWebsiteLink":"/mindshift/","meta":{"site":"news","source":"kqed","order":"2"},"link":"/podcasts/mindshift","subscribe":{"apple":"https://podcasts.apple.com/us/podcast/mindshift-podcast/id1078765985","google":"https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkcy5tZWdhcGhvbmUuZm0vS1FJTkM1NzY0NjAwNDI5","npr":"https://www.npr.org/podcasts/464615685/mind-shift-podcast","stitcher":"https://www.stitcher.com/podcast/kqed/stories-teachers-share","spotify":"https://open.spotify.com/show/0MxSpNYZKNprFLCl7eEtyx"}},"morning-edition":{"id":"morning-edition","title":"Morning Edition","info":"\u003cem>Morning Edition\u003c/em> takes listeners around the country and the world with multi-faceted stories and commentaries every weekday. 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