{"id":28451,"date":"2012-10-06T12:00:18","date_gmt":"2012-10-06T16:00:18","guid":{"rendered":"http:\/\/1boringoldman.com\/?p=28451"},"modified":"2012-10-06T12:00:18","modified_gmt":"2012-10-06T16:00:18","slug":"googlizing-neuroscience","status":"publish","type":"post","link":"https:\/\/1boringoldman.com\/index.php\/2012\/10\/06\/googlizing-neuroscience\/","title":{"rendered":"googlizing neuroscience&#8230;"},"content":{"rendered":"<br \/>\n<blockquote>\n<div align=\"center\"><a target=\"_blank\" href=\"http:\/\/www.nimh.nih.gov\/about\/director\/2012\/words-matter.shtml\"><u><strong><font color=\"#200020\">Words Matter<\/font><\/strong><\/u><\/a><br \/>                       <strong><font color=\"#200020\">NIMH Director&#8217;s Blog<\/font><\/strong><br \/>                        By Thomas Insel<br \/>                        October 02, 2012<\/div>\n<p>                       <\/p>\n<div align=\"justify\"><sup><strong>Those who constructed the DSM were looking for a common language to  describe symptoms, not a common biology or a common treatment. As  someone who entered psychiatry pre-DSM-3, I can attest to the value of a  common language. But there have been costs as well. In DSM-4, for  instance, the diagnostic criteria for depression require 5 of 9  features, so it would be possible for two people with 1 of 9 criteria in  common to have this same diagnosis. Not exactly &ldquo;precision medicine,&rdquo;  but this approach has delivered diagnostic reliability. What is missing  is validity. DSM never presumed to confer validity or explanatory value,  but the field has imbued these symptom clusters with biological  meaning, perhaps understandable in the absence of biomarkers or  diagnostic tests. Ironically, this linguistic oversight has precluded  the development of biomarkers that might confer validity. One reason we  do not have biomarkers for mental disorders is our presumption that the  biomarker is only valid if it maps on to a &ldquo;fictive category,&rdquo; rather  than developing diagnostic categories based on the experimental data, as  proposed by <a href=\"http:\/\/www.nimh.nih.gov\/about\/director\/2012\/research-domain-criteria-rdoc.shtml\"><u><font color=\"#200020\">RDoC<\/font><\/u><\/a>, our version of &ldquo;precision medicine&rdquo;&#8230;<\/strong><\/sup><\/div>\n<\/blockquote>\n<blockquote>\n<div align=\"center\"><strong><a target=\"_blank\" href=\"http:\/\/www.nimh.nih.gov\/research-funding\/rdoc\/index.shtml\"><u><font color=\"#200020\">Research Domain Criteria<\/font><\/u><\/a><\/strong> [RDoC]<\/div>\n<p>                       <\/p>\n<div align=\"justify\"><sup><strong>Strategy  1.4 of the NIMH Strategic Plan calls for the development, for research  purposes, of new ways of classifying psychopathology based on dimensions  of observable behavior and neurobiological measures. The Research  Domain Criteria project [RDoC] has been launched by NIMH to implement  this strategy. In brief, the effort is to define basic dimensions of  functioning [such as fear circuitry or working memory] to be studied  across multiple units of analysis, from genes to neural circuits to  behaviors, cutting across disorders as traditionally defined. The intent  is to translate rapid progress in basic neurobiological and behavioral  research to an improved integrative understanding of psychopathology and  the development of new and\/or optimally matched treatments for mental  disorders&#8230;<\/strong><\/sup><\/div>\n<\/blockquote>\n<blockquote>\n<div align=\"center\"><u><strong><font color=\"#200020\">Why has it taken so long for biological psychiatry to develop clinical tests and what to do about it?<\/font><\/strong><\/u><br \/>                          <sup>by Kapur S, Phillips AG, and Insel TR.<\/sup><br \/>                          <strong><font color=\"#200020\">Molecular Psychiatry<\/font><\/strong>. 2012 Aug 7. doi: 10.1038\/mp.2012.105. [Epub]<\/div>\n<p>                        <\/p>\n<div align=\"justify\"><strong><sup>Patients  with mental disorders show many biological abnormalities which  distinguish them from normal volunteers; however, few of these have led  to tests with clinical utility. Several reasons contribute to this  delay: lack of a biological &#8216;gold standard&#8217; definition of psychiatric  illnesses; a profusion of statistically significant, but minimally  differentiating, biological findings; &#8216;approximate replications&#8217; of  these findings in a way that neither confirms nor refutes them; and a  focus on comparing prototypical patients to healthy controls which  generates differentiations with limited clinical applicability.  Overcoming these hurdles will require a new approach. Rather than seek  biomedical tests that can &#8216;diagnose&#8217; DSM-defined disorders, the field  should focus on identifying biologically homogenous subtypes that cut  across phenotypic diagnosis-thereby sidestepping the issue of a gold  standard. To ensure clinical relevance and applicability, the field  needs to focus on clinically meaningful differences between relevant  clinical populations, rather than hypothesis-rejection versus normal  controls. Validating these new biomarker-defined subtypes will require  longitudinal studies with standardized measures which can be shared and  compared across studies-thereby overcoming the problem of significance  chasing and approximate replications. Such biological tests, and the  subtypes they define, will provide a natural basis for a &#8216;stratified  psychiatry&#8217; that will improve clinical outcomes across conventional  diagnostic boundaries&#8230;<\/sup><\/strong><\/div>\n<ul><sup><\/p>\n<div align=\"justify\"><strong><u><font color=\"#200020\">CONCLUSION<\/font><\/u><\/strong><br \/>            <strong>Biological psychiatry and the related neurosciences have changed mankind&rsquo;s view of itself and of mental illness, but have yet to provide biomedical tests for routine clinical practice. The delay is understandable given the later start than the rest of medicine, the complexity of the brain, the nascence of neuroscientific techniques and the evolving nature of psychiatric nosology. On the other hand, the opportunity afforded by the progress in genomics and imaging combined with the computational abilities is unprecedented and could deliver useful clinical tests. These tests will identify homogenous populations for whom one could develop targeted new therapeutics thus realising a vision of a new stratified psychiatry that cuts across the traditional diagnostic boundaries while simultaneously transforming them.<\/strong><\/div>\n<p><\/sup><\/ul>\n<\/blockquote>\n<hr width=\"400\" size=\"1\" \/>\n<p align=\"justify\">So we had the original RDC [<a target=\"_blank\" href=\"http:\/\/1boringoldman.com\/index.php\/2012\/05\/12\/the-dreams-of-our-fathers-i\/\"><u><strong><font color=\"#200020\">Research Diagnostic Criteria<\/font><\/strong><\/u><\/a>] developed by Dr. Robert Spitzer from the Feighner Criteria that ultimately became the DSM-III Disorders in 1980. In <strong><font color=\"#200020\">Words Matter<\/font><\/strong> above, Dr. Insel proposes that we have come to view these diagnostic categories as biological entities, and searched for biomarkers to define them in vain. He proposes that, &quot;<em>[t]hose who constructed the DSM were looking for a common language to   describe symptoms, not a common biology or a common treatment.<\/em>&quot; They sure fooled me. All the Clinical Trials have been by Disorder. FDA Drug Approvals have been by Disorder. Studies in neurochemistry, neuroimaging, genetics, etc. have been by Disorder. Third Party Payers are obsessed with Disorder. Perhaps Dr. Insel might have more accurately said that the Symptomatic Classification that improved inter-rater reliability among psychiatrists has not lead to our wished-for identification of any biological underpinnings in mental illness. I think &quot;<em>[t]hose who constructed the DSM&quot;<\/em> would&#8217;ve just been tickled pink if someone found a biomarker or two that fit some Disorders. It just didn&#8217;t happen. That&#8217;s all. Whatever the case, our once precious <em>formerly new<\/em> Disorders have been demoted to &ldquo;<em>fictive categories<\/em>&rdquo; to be replaced by &quot;<em>diagnostic categories based on the experimental data, as  proposed by <a href=\"http:\/\/www.nimh.nih.gov\/about\/director\/2012\/research-domain-criteria-rdoc.shtml\"><u><strong><font color=\"#200020\">RDoC<\/font><\/strong><\/u><\/a>, our version of &#8216;precision medicine&#8217;.<\/em>&quot;    <\/p>\n<p align=\"justify\">Having failed at finding biomarkers for our current diagnostic categories, he essentially proposes that we reverse the process and classify people by biologic parameters harvested from neuroimaging, genetics, and other things scientific, then try to create a diagnostic system from the groups thus defined. Here&#8217;s how the NIMH says it, &quot;<em>Develop new ways of classifying disorders based on dimensions of observable behaviors and brain functions.<\/em>&quot; The goals would be to &quot;<em>deliver useful clinical tests<\/em>&quot; and to &quot;<em>develop targeted new therapeutics.<\/em>&quot; I suppose the benchmark here would be <strong><font color=\"#660033\">Google<\/font><\/strong> &#8211; build a giant database collecting all things <em>brain<\/em> and all things <em>behavior<\/em> from some large cohort [or maybe everybody], then searching around using modern &quot;<em>computational abilities<\/em>&quot; for associations and relationships. It&#8217;s a variant of Australian Evian Gordon&#8217;s <a href=\"http:\/\/www.brainnet.net\/\" target=\"_blank\"><u><strong><font color=\"#200020\">BraiNet<\/font><\/strong><\/u><\/a> and a raft of other personalized medicine fantasies &#8211; &quot;<em>targeted new therapeutics.<\/em>&quot;<\/p>\n<div align=\"justify\">At this point, my mind fills with noisy objections &#8211; scientific, philosophical, practical, clinical, some serious, some sarcastic &#8211; and I have to stave off the impulse to rant and rave away a beautiful Fall day. Invitation declined. Rather than that, I&#8217;d prefer to ask the obvious questions, &quot;<em>Is this what the National Institute of Mental Health is for? in 2012? in a time of scandalous revelations about our scientific community? in a time of massive overmedication of patients? in a time of exhaustion of the very paradigm he&#8217;s pursuing?<\/em>&quot; The answer is, &quot;<em>No. It&#8217;s time for a&nbsp; new Director at the NIMH.<\/em>&quot; If Dr. Insel wants to <strong><font color=\"#660033\">Googlize<\/font><\/strong> neuroscience, he should be submitting a grant proposal to the NIMH rather than directing it&#8230;<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Words Matter NIMH Director&#8217;s Blog By Thomas Insel October 02, 2012 Those who constructed the DSM were looking for a common language to describe symptoms, not a common biology or a common treatment. As someone who entered psychiatry pre-DSM-3, I can attest to the value of a common language. But there have been costs as [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[2],"tags":[],"class_list":["post-28451","post","type-post","status-publish","format-standard","hentry","category-politics"],"_links":{"self":[{"href":"https:\/\/1boringoldman.com\/index.php\/wp-json\/wp\/v2\/posts\/28451","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/1boringoldman.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/1boringoldman.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/1boringoldman.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/1boringoldman.com\/index.php\/wp-json\/wp\/v2\/comments?post=28451"}],"version-history":[{"count":42,"href":"https:\/\/1boringoldman.com\/index.php\/wp-json\/wp\/v2\/posts\/28451\/revisions"}],"predecessor-version":[{"id":28493,"href":"https:\/\/1boringoldman.com\/index.php\/wp-json\/wp\/v2\/posts\/28451\/revisions\/28493"}],"wp:attachment":[{"href":"https:\/\/1boringoldman.com\/index.php\/wp-json\/wp\/v2\/media?parent=28451"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/1boringoldman.com\/index.php\/wp-json\/wp\/v2\/categories?post=28451"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/1boringoldman.com\/index.php\/wp-json\/wp\/v2\/tags?post=28451"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}