{"id":169425,"date":"2024-05-25T02:44:21","date_gmt":"2024-05-25T06:44:21","guid":{"rendered":"https:\/\/www.immortalitymedicine.tv\/machine-learning-drafted-to-aid-phase-3-testing-of-als-therapy-primec-als-news-today\/"},"modified":"2024-08-18T11:40:08","modified_gmt":"2024-08-18T15:40:08","slug":"machine-learning-drafted-to-aid-phase-3-testing-of-als-therapy-primec-als-news-today","status":"publish","type":"post","link":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/machine-learning\/machine-learning-drafted-to-aid-phase-3-testing-of-als-therapy-primec-als-news-today.php","title":{"rendered":"Machine learning drafted to aid Phase 3 testing of ALS therapy PrimeC &#8211; ALS News Today"},"content":{"rendered":"<p><p>    NeuroSense    Therapeutics is collaborating with PhaseV for insights into how to    better design the protocol for the planned Phase 3 trial that    will test PrimeC for amyotrophic lateral    sclerosis (ALS).  <\/p>\n<p>    A specialist in machine learning technology for clinical    trials, PhaseV used data from the ongoing Phase 2b PARADIGM trial    (NCT05357950) as input to a causal machine learning model.    This is a form of artificial intelligence that can help unlock    insights and identify features that may contribute to a    treatment response.  <\/p>\n<p>    As part of its independent analysis, the company found that    PrimeC could work well in multiple subgroups of patients in the    Phase 3 study, which should start in the coming months.  <\/p>\n<p>    Being able to predict treatment outcomes in certain patients    may help optimize the design of the upcoming trial by selecting    the patients most likely to respond, while reducing costs.  <\/p>\n<p>    ALS is a complex disease that manifests in unique ways in each    patient. Although there is an improved understanding of the    underlying mechanisms of ALS, therapeutic    options remain limited, Raviv Pryluk, CEO and co-founder    of PhaseV, said in a     press release.  <\/p>\n<p>    NeuroSense plans to submit an end-of-Phase 2 package for review    by the U.S. Food and Drug Administration (FDA) and the European    Medicines Agency, the FDAs European counterpart, and discuss    the clinical protocol for the Phase 3 trial with the    regulators.  <\/p>\n<p>    There remains a critical need for new innovative approaches to    address this devastating neurodegenerative disease, said Alon    Ben-Noon, CEO of NeuroSense. We plan to continue to    collaborate with PhaseV as we develop our Phase 3 trial.  <\/p>\n<p>    PrimeC contains fixed doses of two FDA-approved oral    medications: the antibiotic ciprofloxacin and celecoxib, a pain    killer that reduces inflammation. Both are expected to work    together to slow or stop disease    progression by blocking key mechanisms that lead up to ALS,    such as inflammation, iron accumulation, and RNA processing.  <\/p>\n<p>    PARADIGM is testing a long-acting formulation of PrimeC in 68    adults with ALS who started to see symptoms up to 2.5 years    before enrolling. While continuing their standard ALS    treatments, the participants were randomly assigned to    PrimeC or a placebo, taken as two tablets twice daily for six    months.  <\/p>\n<p>    An analysis of PARADIGMs per-protocol population  62 adults    with ALS who adhered well to the clinical protocol     showed a significant     37.4% reduction in functional decline, as measured by the    ALS Functional Rating Scale-Revised (ALSFRS-R).  <\/p>\n<p>    A subgroup of those patients who were at a higher risk for    rapid disease progression had the     most clinical benefit, with those treated with PrimeC for    six months showing a significant, 43% reduction in functional    decline over a placebo. High-risk patients made up about half    the adults in the Phase 2b trial.  <\/p>\n<p>    Another subgroup of newly diagnosed patients whod had their    first symptoms of ALS    within a year of enrollment showed a 52% reduction in the rate    of disease progression. This translated to a 7.76-point    difference in favor of PrimeC on a maximum total of 48 points    in the ALSFRS-R.  <\/p>\n<p>    Through our initial collaboration with PhaseV, we gained an    even greater understanding of the effect of PrimeC across    multiple patient subgroups, Ben-Noon said. We will apply    these insights to optimize the design of our Phase 3 study with    the aim of maximizing meaningful clinical results that will    differentiate PrimeC in the market.  <\/p>\n<p>    Through a unique combination of causal [machine learning],    real-world data, and advanced statistical methods, we confirmed    the potential clinical benefit of PrimeC, Pryluk said. Our    analysis predicted a high rate of success for PrimeC in the    Phase 3 clinical trial for multiple recommended subgroups.  <\/p>\n<p><!-- Auto Generated --><\/p>\n<p>See more here:<br \/>\n<a target=\"_blank\" href=\"https:\/\/alsnewstoday.com\/news\/machine-learning-drafted-aid-phase-3-testing-als-therapy-primec\" title=\"Machine learning drafted to aid Phase 3 testing of ALS therapy PrimeC - ALS News Today\" rel=\"noopener\">Machine learning drafted to aid Phase 3 testing of ALS therapy PrimeC - ALS News Today<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p> NeuroSense Therapeutics is collaborating with PhaseV for insights into how to better design the protocol for the planned Phase 3 trial that will test PrimeC for amyotrophic lateral sclerosis (ALS). A specialist in machine learning technology for clinical trials, PhaseV used data from the ongoing Phase 2b PARADIGM trial (NCT05357950) as input to a causal machine learning model <a href=\"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/machine-learning\/machine-learning-drafted-to-aid-phase-3-testing-of-als-therapy-primec-als-news-today.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":[1231415],"tags":[],"class_list":["post-169425","post","type-post","status-publish","format-standard","hentry","category-machine-learning"],"modified_by":null,"_links":{"self":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts\/169425"}],"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=169425"}],"version-history":[{"count":0,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts\/169425\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/media?parent=169425"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/categories?post=169425"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/tags?post=169425"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}