Computer models could fight diseases by matching patients with ‘digital twins’

&Tab;&Tab;<div class&equals;"wpcnt">&NewLine;&Tab;&Tab;&Tab;<div class&equals;"wpa">&NewLine;&Tab;&Tab;&Tab;&Tab;<span class&equals;"wpa-about">Advertisements<&sol;span>&NewLine;&Tab;&Tab;&Tab;&Tab;<div class&equals;"u top&lowbar;amp">&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;<amp-ad width&equals;"300" height&equals;"265"&NewLine;&Tab;&Tab; type&equals;"pubmine"&NewLine;&Tab;&Tab; data-siteid&equals;"111265417"&NewLine;&Tab;&Tab; data-section&equals;"1">&NewLine;&Tab;&Tab;<&sol;amp-ad>&NewLine;&Tab;&Tab;&Tab;&Tab;<&sol;div>&NewLine;&Tab;&Tab;&Tab;<&sol;div>&NewLine;&Tab;&Tab;<&sol;div><p>Advanced computer models could improve diagnosis and treatment of common diseases by linking patients with a &OpenCurlyDoubleQuote;digital twin”&comma; a study suggests&period;<&sol;p>&NewLine;<p>The technology could be used to better tailor medicines to individual sufferers by computationally testing thousands of drugs across different cell types before actual treatment takes place&period;<&sol;p>&NewLine;<p>Currently&comma; medication can be ineffective in many patients with common diseases as they are rarely caused by a single issue or fault&period;<&sol;p>&NewLine;<p>Instead they depend on complex relationships between thousands of genes across many cell types and can differ between patients with the same diagnosis&period;<&sol;p>&NewLine;<p><em>&OpenCurlyDoubleQuote;Our aim is to develop those models into &OpenCurlyQuote;digital twins’ of individual patients’ diseases in order to tailor medication to each patient&comma;”<&sol;em> said lead author Professor Mikael Benson&comma; of Linkoping University in Sweden&period;<&sol;p>&NewLine;<p>He added&colon; <em>&OpenCurlyDoubleQuote;Ideally&comma; each twin will be computationally matched with and treated with thousands of drugs&comma; before actually selecting the best drug to treat the patient&period;”<&sol;em><&sol;p>&NewLine;<p>The computational disease models are published in the open-access journal Genome Medicine&period;<&sol;p>&NewLine;<p>Methods for constructing them were finessed using a mouse model of human rheumatoid arthritis&period;<&sol;p>&NewLine;<p>Scientists used the technique of single-cell RNA sequencing to analyse gene activity in thousands of cells from the sick mouse joints using network analyses&period;<&sol;p>&NewLine;<p>After the most important cell type was found&comma; it was matched digitally with thousands of medicines&comma; meaning optimal drugs could then be used to treat and cure the mice&comma; said the researchers&period;<&sol;p>&NewLine;<p>The study also showed it could be possible to use the computer models for diagnosis in humans&period;<&sol;p>&NewLine;<p>By analysing T cells from patients with 13 diseases&comma; including cancer&comma; cardiovascular and autoimmune diseases&comma; researchers found it was possible to distinguish most of the diseases from each other as well as patients from healthy people&period;<&sol;p>&NewLine;<p><em>&OpenCurlyDoubleQuote;Since T cells function as a sort of spy satellite&comma; which is continuously surveying the body to discover and combat disease as early as possible&comma; it may be possible to use this cell type for the early diagnosis of many different diseases&comma;”<&sol;em> said Prof Benson&period;<&sol;p>&NewLine;<p>The study is based on collaboration between an international team of researchers in Sweden&comma; the US&comma; Korea and Spain&period;<&sol;p>&NewLine;<p>It received funding from the EU&comma; the National Institutes of Health&comma; and the Swedish Cancer Society&period;<&sol;p>&NewLine;&Tab;&Tab;&Tab;<div style&equals;"padding-bottom&colon;15px&semi;" class&equals;"wordads-tag" data-slot-type&equals;"belowpost">&NewLine;&Tab;&Tab;&Tab;&Tab;<div id&equals;"atatags-dynamic-belowpost-68ed3488dee7f">&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;<script type&equals;"text&sol;javascript">&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;window&period;getAdSnippetCallback &equals; function &lpar;&rpar; &lbrace;&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;if &lpar; false &equals;&equals;&equals; &lpar; window&period;isWatlV1 &quest;&quest; false &rpar; &rpar; &lbrace;&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&sol;&sol; Use Aditude scripts&period;&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;window&period;tudeMappings &equals; window&period;tudeMappings &vert;&vert; &lbrack;&rsqb;&semi;&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;window&period;tudeMappings&period;push&lpar; &lbrace;&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;divId&colon; 'atatags-dynamic-belowpost-68ed3488dee7f'&comma;&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;format&colon; 'belowpost'&comma;&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&rcub; &rpar;&semi;&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&rcub;&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&rcub;&NewLine;&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;if &lpar; document&period;readyState &equals;&equals;&equals; 'loading' &rpar; &lbrace;&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;document&period;addEventListener&lpar; 'DOMContentLoaded'&comma; window&period;getAdSnippetCallback &rpar;&semi;&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&rcub; else &lbrace;&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;window&period;getAdSnippetCallback&lpar;&rpar;&semi;&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&rcub;&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;<&sol;script>&NewLine;&Tab;&Tab;&Tab;&Tab;<&sol;div>&NewLine;&Tab;&Tab;&Tab;<&sol;div>


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