{"id":167770,"date":"2014-12-19T03:44:45","date_gmt":"2014-12-19T08:44:45","guid":{"rendered":"http:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/uncategorized\/machine-learning-reveals-unexpected-genetic-roots-of-cancers-autism-and-other-disorders.php"},"modified":"2014-12-19T03:44:45","modified_gmt":"2014-12-19T08:44:45","slug":"machine-learning-reveals-unexpected-genetic-roots-of-cancers-autism-and-other-disorders","status":"publish","type":"post","link":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/genetic-engineering\/machine-learning-reveals-unexpected-genetic-roots-of-cancers-autism-and-other-disorders.php","title":{"rendered":"Machine learning reveals unexpected genetic roots of cancers, autism and other disorders"},"content":{"rendered":"<p><p>    PUBLIC RELEASE DATE:  <\/p>\n<p>    18-Dec-2014  <\/p>\n<p>    RJ Taylor    647-228-4358    <a href=\"mailto:rj.taylor@utoronto.ca\">rj.taylor@utoronto.ca<\/a>  <\/p>\n<p>    Lindsay Jolivet    Writer & Media Relations Specialist    Canadian Institute for Advanced Research    416-971-4876; <a href=\"mailto:lindsay.jolivet@cifar.ca\">lindsay.jolivet@cifar.ca<\/a><\/p>\n<p>    In the decade since the genome was sequenced in 2003,    scientists and doctors have struggled to answer an    all-consuming question: Which DNA mutations cause disease?  <\/p>\n<p>    A new computational technique developed at the University of    Toronto may now be able to tell us.  <\/p>\n<p>    A Canadian research team led by professor Brendan Frey has    developed the first method for 'ranking' genetic mutations    based on how living cells 'read' DNA, revealing how likely any    given alteration is to cause disease. They used their method to    discover unexpected genetic determinants of autism, hereditary    cancers and spinal muscular atrophy, a leading genetic cause of    infant mortality.  <\/p>\n<p>    Their findings appear in today's issue of the leading journal    Science.  <\/p>\n<p>    Think of the human genome as a mysterious text, made up of    three billion letters. \"Over the past decade, a huge amount of    effort has been invested into searching for mutations in the    genome that cause disease, without a rational approach to    understanding why they cause disease,\" says Frey, also a senior    fellow at the Canadian Institute for Advanced Research. \"This    is because scientists didn't have the means to understand the    text of the genome and how mutations in it can change the    meaning of that text.\" Biologist Eric Lander of the    Massachusetts Institute of Technology captured this puzzle in    his famous quote: \"Genome. Bought the book. Hard to read.\"  <\/p>\n<p>    What was Frey's approach? We know that certain sections of the    text, called exons, describe the proteins that are the building    blocks of all living cells. What wasn't appreciated until    recently is that other sections, called introns, contain    instructions for how to cut and paste exons together,    determining which proteins will be produced. This 'splicing'    process is a crucial step in the cell's process of converting    DNA into proteins, and its disruption is known to contribute to    many diseases.  <\/p>\n<p><!-- Auto Generated --><\/p>\n<p>The rest is here:<\/p>\n<p><a target=\"_blank\" href=\"http:\/\/www.eurekalert.org\/pub_releases\/2014-12\/uotf-mlr121214.php\/RK=0\/RS=BeXgNTmElhe.g4FDLlLWW6HAIM8-\" title=\"Machine learning reveals unexpected genetic roots of cancers, autism and other disorders\">Machine learning reveals unexpected genetic roots of cancers, autism and other disorders<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p> PUBLIC RELEASE DATE: 18-Dec-2014 RJ Taylor 647-228-4358 <a href=\"mailto:rj.taylor@utoronto.ca\">rj.taylor@utoronto.ca<\/a> Lindsay Jolivet Writer &#038; Media Relations Specialist Canadian Institute for Advanced Research 416-971-4876; <a href=\"mailto:lindsay.jolivet@cifar.ca\">lindsay.jolivet@cifar.ca<\/a> In the decade since the genome was sequenced in 2003, scientists and doctors have struggled to answer an all-consuming question: Which DNA mutations cause disease?  <a href=\"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/genetic-engineering\/machine-learning-reveals-unexpected-genetic-roots-of-cancers-autism-and-other-disorders.php\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"limit_modified_date":"","last_modified_date":"","_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[3],"tags":[],"class_list":["post-167770","post","type-post","status-publish","format-standard","hentry","category-genetic-engineering"],"modified_by":null,"_links":{"self":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts\/167770"}],"collection":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/comments?post=167770"}],"version-history":[{"count":0,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts\/167770\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/media?parent=167770"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/categories?post=167770"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/tags?post=167770"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}