{"id":234,"date":"2016-11-16T10:00:55","date_gmt":"2016-11-16T09:00:55","guid":{"rendered":"http:\/\/blogs.kcl.ac.uk\/editlab\/?p=234"},"modified":"2018-02-16T16:05:47","modified_gmt":"2018-02-16T15:05:47","slug":"cognitive-behavioural-therapy","status":"publish","type":"post","link":"https:\/\/blogs.kcl.ac.uk\/editlab\/2016\/11\/16\/cognitive-behavioural-therapy\/","title":{"rendered":"Cognitive behavioural therapy (CBT): could genomics be used to predict treatment response?"},"content":{"rendered":"<h2 style=\"text-align: right\">Recently, I completed my PhD studies in the EDIT lab, wrote my thesis, and retired to a life of luxury and leisure (or two of those three). Across the past four years I have become interested in how now-standard methods in genomics (the study of genetics across the genome) can be used to ask age-old questions about how our genetic code and life experiences influence our behaviour. Here I describe our work investigating associations between genetic variation and better response to cognitive behavioural therapy.<\/h2>\n<p><!--more-->\u00a0<img loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-250 size-thumbnail\" src=\"http:\/\/blogs.kcl.ac.uk\/editlab\/wp-content\/blogs.dir\/166\/files\/2016\/07\/joni-coleman-200x280-150x150.jpg\" alt=\"joni-coleman-200x280\" width=\"150\" height=\"150\" srcset=\"https:\/\/blogs.kcl.ac.uk\/editlab\/files\/2016\/07\/joni-coleman-200x280-150x150.jpg 150w, https:\/\/blogs.kcl.ac.uk\/editlab\/files\/2016\/07\/joni-coleman-200x280-50x50.jpg 50w, https:\/\/blogs.kcl.ac.uk\/editlab\/files\/2016\/07\/joni-coleman-200x280-100x100.jpg 100w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<p>Cognitive behavioural therapy (CBT) is a form of psychological therapy\u00a0that has become popular for helping people experiencing distressing mental conditions. Following a recent large investment in training providers of CBT (the Increasing Access to Psychological Therapies initiative), CBT has become one of the front-line treatments for anxiety disorders and depression in the UK (<a title=\"find out more here\" href=\"https:\/\/emotionsblog.history.qmul.ac.uk\/2013\/05\/a-brief-history-of-iapt-the-mass-provision-of-cbt-in-the-nhs\/\" target=\"_blank\">find out more here<\/a>).<\/p>\n<blockquote>\n<h3 style=\"text-align: center\"><em><span style=\"color: #808080\">&#8220;Finding biological associations with response to CBT could help people\u00a0identify which treatment is best for them.&#8221;<\/span><\/em><\/h3>\n<\/blockquote>\n<p>We are interested in trying to identify changes in the human genetic code\u00a0that correlate with better response to CBT. Finding biological associations with response to CBT could help people\u00a0identify which treatment is best for them. This is important \u2013 about 25-30% of us will suffer from anxiety or depression in our lifetimes, and CBT is one of the first treatment types offered (<a title=\"Steel et al, 2014\" href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC3997379\/\" target=\"_blank\">Steel et al, 2014<\/a>). It is generally effective (in that most people who receive it get better), but has a reasonably high failure rate \u2013 about 40% of people who receive CBT don\u2019t get significantly better as a result (<a title=\"James et al, 2015\" href=\"http:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/14651858.CD004690.pub4\/abstract;jsessionid=5F24F93D045786F6CA44FD1F3837EF33.f02t03\" target=\"_blank\">James et al, 2015<\/a>). If we can identify biological markers of good or bad response to CBT, these could be combined with known clinical markers (such as the relationship between the treated individual and their therapist) to assist treatment choice. As similar efforts in studying drug-based therapy also advance, the value of this information will steadily increase.<\/p>\n<p>In addition to this practical application, studying response to CBT allows us to test a hypothesis about how genes influence our response to our environment.\u00a0Traditionally, the effect of genetic variation has been thought of only in terms of risk &#8211; your DNA\u00a0might make you more affected than others by bad events. However, it could\u00a0be the case that\u00a0your DNA\u00a0might make you more affected by <strong>all<\/strong>\u00a0events, both positive and negative. Testing this idea (&#8220;differential susceptibility&#8221;) requires the study of positive environments, and CBT is one such environment (<a href=\"http:\/\/users.ugent.be\/~wbeyers\/scripties2011\/artikels\/Belsky,%20Pluess,%20Psych%20Bull%202009%20Differential%20susceptibility.pdf\">Belsky and Pluess, 2009<\/a>).<\/p>\n<blockquote>\n<h3 style=\"text-align: center\"><em><span style=\"color: #808080\">&#8220;Traditionally, the effect of genetic variation has been thought of only in terms of risk &#8211; your DNA\u00a0might make you more affected than others by bad events. However, it could\u00a0be the case that\u00a0your DNA\u00a0might make you more affected by <strong>all<\/strong>\u00a0events, both positive and negative.&#8221;<\/span><\/em><\/h3>\n<\/blockquote>\n<p>To examine\u00a0the biological correlates of response to CBT, Thalia [Eley, <a title=\"Who we are\" href=\"http:\/\/blogs.kcl.ac.uk\/editlab\/who-we-are\/\" target=\"_blank\">EDIT Lab<\/a> director] established\u00a0the Genes for Treatment study &#8211; an international collaboration aimed at identifying predictors (particularly genetic variants) of response to CBT in children with anxiety disorders (<a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0890856715001914\">Hudson et al, 2015<\/a>). Previous searches for genetic predictors had been undertaken before, including by our group. The evidence for any particular variant was not particularly strong, though, because such studies had been restricted to studying relatively few people, and had tended to focus on only a few variants. To combat this, we sought to examine the effects of variants from across the genome, and were able to recruit just under a thousand children to study (<a href=\"http:\/\/bjp.rcpsych.org\/content\/209\/3\/236\">Coleman et al, 2016a<\/a>).<\/p>\n<p>While a considerable undertaking (and the biggest study of its type to date), our study was still rather small compared to most genomic studies. We cast considerable doubt on the existence of a single, common variant with a large association with treatment response; but were not able to identify any particular variants with\u00a0smaller effects. Although\u00a0slightly disappointing, this wasn\u2019t unexpected \u2013 the gold-standard genomic studies in psychiatry thus far suggest these complex human traits are influenced by thousands of common variants, each having a tiny individual effect. While our study did not identify any variants, it represents the first step in a much larger effort \u2013 watch this space!<\/p>\n<div id=\"attachment_318\" style=\"width: 337px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/blogs.kcl.ac.uk\/editlab\/wp-content\/blogs.dir\/166\/files\/2016\/11\/dna-strands.jpg\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-318\" class=\"wp-image-318 \" src=\"http:\/\/blogs.kcl.ac.uk\/editlab\/wp-content\/blogs.dir\/166\/files\/2016\/11\/dna-strands-300x225.jpg\" alt=\"dna-strands\" width=\"327\" height=\"245\" srcset=\"https:\/\/blogs.kcl.ac.uk\/editlab\/files\/2016\/11\/dna-strands-300x225.jpg 300w, https:\/\/blogs.kcl.ac.uk\/editlab\/files\/2016\/11\/dna-strands.jpg 560w\" sizes=\"auto, (max-width: 327px) 100vw, 327px\" \/><\/a><p id=\"caption-attachment-318\" class=\"wp-caption-text\">Watch this space! We expect that future studies, using genetic samples from even more people, could detect thousands of common genetic variants associated with complex human traits.<\/p><\/div>\n<p>Having established that the effect of individual common variants was likely to be small, and that a study with enough participants to identify such variants would need several years of collaboration and recruitment to set-up, I changed tack slightly. Variants in the genetic code must have their effect either through altering the way in which the DNA encodes RNA (which is then translated into proteins), or through altering the RNA itself (and thus altering the proteins). As such, examining variants in the genetic code and the amount of RNA expressed in cells might be informative about any link between biology and treatment response.<\/p>\n<p>Our child study had not examined RNA, but we had access to a second study of CBT for anxiety in adults that had both DNA and RNA. Accordingly, I examined baseline RNA levels and variation in the DNA, and sought effects of the two independently and together, as well as using additional methods that grouped similar RNA expression levels together (<a href=\"http:\/\/www.tandfonline.com\/doi\/abs\/10.1080\/15622975.2016.1208841\">Coleman et al 2016b<\/a>). Again, I couldn\u2019t identify a single variant, RNA, or variant-RNA relationship strongly linked to treatment response. Treatment response is itself a complex phenomenon, and that complexity seems to be mirrored in the absence of strong effects from single biological markers<\/p>\n<p>We remain some way off the goal of\u00a0helping inform people undergoing CBT\u00a0\u2013 but science is a gradual process, and these first steps allow us to refine our next studies, and continue to obtain the evidence necessary to provide information that could one day help thousands, if not millions, of people.<\/p>\n<p><span style=\"color: #808080\"><em><strong>References:<\/strong><br \/>\n-Steel Z, Marnane C, Iranpour C, et al. The global prevalence of common mental disorders: a systematic review and meta-analysis 1980\u20132013. International Journal of Epidemiology. 2014;43(2):476-493. doi:10.1093\/ije\/dyu038<a style=\"color: #808080\" href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC3997379\/\u00a0\"><br \/>\n<\/a><\/em><em><span class=\"author\">-James AC<\/span>, <span class=\"author\">James G<\/span>, <span class=\"author\">Cowdrey FA<\/span>, <span class=\"author\">Soler A<\/span>, <span class=\"author\">Choke A<\/span>. <span class=\"articleTitle\">Cognitive behavioural therapy for anxiety disorders in children and adolescents<\/span>. <span class=\"otherTitle\">Cochrane Database of Systematic Reviews<\/span> <span class=\"vol\">2015<\/span>, Issue <span class=\"citedIssue\">2<\/span>. Art. No.: CD004690. doi: 10.1002\/14651858.CD004690.pub4.<br \/>\n-Belsky J, Pluess M. Beyond diathesis stress: differential susceptibility to environmental influences. Psychological bulletin. 2009;135(6):885. doi:10.1037\/a0017376<br \/>\n-Hudson JL, Keers R, Roberts S, et al. Clinical predictors of response to cognitive-behavioral therapy in pediatric anxiety disorders: the Genes for Treatment (GxT) study. Journal of the American Academy of Child &amp; Adolescent Psychiatry. 2015;54(6):454-63. doi:10.1016\/j.jaac.2015.03.018<br \/>\n-Coleman JRI, Lester KJ, Keers R, et al. Genome-wide association study of response to cognitive\u2013behavioural therapy in children with anxiety disorders.\u00a0<span class=\"highwire-cite-metadata-journal highwire-cite-metadata\">The British Journal of Psychiatry <\/span><span class=\"highwire-cite-metadata-date highwire-cite-metadata\">2016;<\/span><span class=\"highwire-cite-metadata-volume highwire-cite-metadata\">209 <\/span><span class=\"highwire-cite-metadata-issue highwire-cite-metadata\">(3):\u00a0<\/span><span class=\"highwire-cite-metadata-pages highwire-cite-metadata\">236-243; doi<\/span><span class=\"highwire-cite-metadata-doi highwire-cite-metadata\"><span class=\"label\">:<\/span> 10.1192\/bjp.bp.115.168229<br \/>\n-Coleman JR, Lester KJ, Roberts S, et al.\u00a0Separate and combined effects of genetic variants and pre-treatment whole blood gene expression on response to exposure-based cognitive behavioural therapy for anxiety disorders. The World Journal of Biological Psychiatry. 2016 8:1-2. doi:<\/span>10.1080\/15622975.2016.1208841<\/em><\/span><\/p>\n<p><span class=\"highwire-cite-metadata-doi highwire-cite-metadata\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Recently, I completed my PhD studies in the EDIT lab, wrote my thesis, and retired to a life of luxury and leisure (or two of those three). Across the past four years I have become interested in how now-standard methods in genomics (the study of genetics across the genome) can&#8230;<\/p>\n","protected":false},"author":163,"featured_media":318,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[16,21,22,23],"class_list":{"0":"post-234","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-research-matters","8":"tag-anxiety","9":"tag-cbt","10":"tag-genomics","11":"tag-therapygenetics"},"_links":{"self":[{"href":"https:\/\/blogs.kcl.ac.uk\/editlab\/wp-json\/wp\/v2\/posts\/234","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.kcl.ac.uk\/editlab\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.kcl.ac.uk\/editlab\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.kcl.ac.uk\/editlab\/wp-json\/wp\/v2\/users\/163"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.kcl.ac.uk\/editlab\/wp-json\/wp\/v2\/comments?post=234"}],"version-history":[{"count":33,"href":"https:\/\/blogs.kcl.ac.uk\/editlab\/wp-json\/wp\/v2\/posts\/234\/revisions"}],"predecessor-version":[{"id":374,"href":"https:\/\/blogs.kcl.ac.uk\/editlab\/wp-json\/wp\/v2\/posts\/234\/revisions\/374"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blogs.kcl.ac.uk\/editlab\/wp-json\/wp\/v2\/media\/318"}],"wp:attachment":[{"href":"https:\/\/blogs.kcl.ac.uk\/editlab\/wp-json\/wp\/v2\/media?parent=234"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.kcl.ac.uk\/editlab\/wp-json\/wp\/v2\/categories?post=234"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.kcl.ac.uk\/editlab\/wp-json\/wp\/v2\/tags?post=234"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}