{"id":17730,"date":"2025-10-07T09:10:30","date_gmt":"2025-10-07T07:10:30","guid":{"rendered":"https:\/\/www.slovensko.ai\/?p=17730"},"modified":"2025-10-07T08:03:18","modified_gmt":"2025-10-07T06:03:18","slug":"ai-urychluje-vyvoj-novych-antibiotik","status":"publish","type":"post","link":"https:\/\/www.slovensko.ai\/en\/ai-urychluje-vyvoj-novych-antibiotik\/","title":{"rendered":"AI ur\u00fdch\u013euje v\u00fdvoj nov\u00fdch antibiot\u00edk"},"content":{"rendered":"
<\/span> 474<\/span> Viden\u00ed<\/span><\/div>

Vedci vyu\u017e\u00edvaj\u00fa umel\u00fa inteligenciu<\/strong> na n\u00e1vrh chemick\u00fdch zl\u00fa\u010den\u00edn s antibakteri\u00e1lnymi \u00fa\u010dinkami. AI syst\u00e9my dok\u00e1\u017eu v priebehu min\u00fat navrhn\u00fa\u0165 tis\u00edce potenci\u00e1lnych antibiot\u00edk, ktor\u00e9 m\u00f4\u017eu bojova\u0165 proti rezistentn\u00fdm bakt\u00e9ri\u00e1m<\/strong>. Skuto\u010dn\u00fd \u00fa\u010dinok t\u00fdchto l\u00e1tok v\u0161ak musia potvrdi\u0165 laborat\u00f3rne a klinick\u00e9 testy.<\/p>\n

Ako AI pom\u00e1ha pri objave nov\u00fdch antibiot\u00edk?<\/h2>\n

AI generuje tis\u00edce n\u00e1vrhov r\u00fdchlej\u0161ie ne\u017e tradi\u010dn\u00fd v\u00fdskum<\/p>\n

AI modely, tr\u00e9novan\u00e9 na zn\u00e1mych antibiotick\u00fdch zl\u00fa\u010denin\u00e1ch, identifikuj\u00fa nov\u00e9 \u0161trukt\u00fary s potenci\u00e1lom usmrti\u0165 bakt\u00e9rie. Niektor\u00e9 n\u00e1stroje, ako napr. DeepMind AlphaFold<\/strong> alebo generat\u00edvne modely z MIT, pom\u00e1haj\u00fa predpoveda\u0165 interakcie molek\u00fal s bakteri\u00e1lnymi bunkami.<\/p>\n

V\u00fdhody pou\u017eitia AI v tomto procese:<\/p>\n

    \n
  • \n

    Skr\u00e1tenie v\u00fdskumn\u00e9ho cyklu z rokov na mesiace.<\/p>\n<\/li>\n

  • \n

    Mo\u017enos\u0165 n\u00e1js\u0165 \u00faplne nov\u00e9 molekulov\u00e9 \u0161trukt\u00fary.<\/p>\n<\/li>\n

  • \n

    Detekcia l\u00e1tok \u00fa\u010dinn\u00fdch na viacero typov bakt\u00e9ri\u00ed.<\/p>\n<\/li>\n<\/ul>\n

    Pre\u010do je testovanie k\u013e\u00fa\u010dov\u00e9?<\/h3>\n

    Z navrhnut\u00fdch tis\u00edcov l\u00e1tok m\u00f4\u017ee by\u0165 len p\u00e1r re\u00e1lne pou\u017eite\u013en\u00fdch<\/p>\n

    Napriek r\u00fdchlosti AI generovania je potrebn\u00e9:<\/p>\n

      \n
    1. \n

      Laborat\u00f3rne testovanie<\/strong> \u2013 overenie, \u010di l\u00e1tka skuto\u010dne zab\u00edja bakt\u00e9rie.<\/p>\n<\/li>\n

    2. \n

      Bezpe\u010dnostn\u00e9 \u0161t\u00fadie<\/strong> \u2013 zabezpe\u010di\u0165, \u017ee zl\u00fa\u010denina nie je toxick\u00e1 pre \u013eud\u00ed.<\/p>\n<\/li>\n

    3. \n

      Klinick\u00e9 sk\u00fa\u0161ky<\/strong> \u2013 potvrdi\u0165 \u00fa\u010dinnos\u0165 a bezpe\u010dnos\u0165 u pacientov.<\/p>\n<\/li>\n<\/ol>\n

      Pod\u013ea \u0161t\u00fadie publikovanej v Nature<\/em> vedci testovali 2 500 AI-navrhnut\u00fdch l\u00e1tok, z ktor\u00fdch len nieko\u013eko pre\u0161lo do \u010fal\u0161\u00edch f\u00e1z v\u00fdskumu.<\/p>\n

      Ak\u00e9 s\u00fa v\u00fdzvy a obmedzenia AI v biomedic\u00edne?<\/h2>\n

      Spo\u013eahlivos\u0165 a transparentnos\u0165 AI v\u00fdstupov zost\u00e1va probl\u00e9mom<\/p>\n

      V\u00fdskumn\u00edci upozor\u0148uj\u00fa, \u017ee:<\/p>\n

        \n
      • \n

        AI \u010dasto generuje \u201efalo\u0161n\u00e9 pozit\u00edva\u201c<\/strong>, t. j. molekuly, ktor\u00e9 vyzeraj\u00fa s\u013eubne, ale nefunguj\u00fa.<\/p>\n<\/li>\n

      • \n

        Modely m\u00f4\u017eu by\u0165 zaujat\u00e9 v prospech zn\u00e1mych \u0161trukt\u00far, \u010do obmedzuje objav nov\u00fdch mechanizmov.<\/p>\n<\/li>\n

      • \n

        Ch\u00fdba transparentnos\u0165<\/strong> v tom, ako AI rozhoduje, \u010do komplikuje valid\u00e1ciu v\u00fdsledkov.<\/p>\n<\/li>\n<\/ul>\n

        Kedy uvid\u00edme prv\u00e9 AI antibiotik\u00e1 na trhu?<\/h2>\n

        Zatia\u013e je v\u00fdvoj vo f\u00e1ze predklinick\u00fdch testov<\/p>\n

        Hoci AI dok\u00e1\u017ee zr\u00fdchli\u0165 v\u00fdskum, proces schva\u013eovania liekov je n\u00e1ro\u010dn\u00fd. Odborn\u00edci o\u010dak\u00e1vaj\u00fa, \u017ee prv\u00e9 AI-generovan\u00e9 antibiotik\u00e1<\/strong> by mohli by\u0165 dostupn\u00e9 v horizonte 5\u201310 rokov<\/strong>, ak preuk\u00e1\u017eu \u00fa\u010dinnos\u0165 a bezpe\u010dnos\u0165.<\/p>\n

        Preh\u013ead: V\u00fdhody a rizik\u00e1 AI v antibiotickom v\u00fdskume<\/h3>\n
        \n
        \n\n\n\n\n\n\n\n
        V\u00fdhody<\/strong><\/th>\nRizik\u00e1 \/ Obmedzenia<\/strong><\/th>\n<\/tr>\n<\/thead>\n
        R\u00fdchle generovanie n\u00e1vrhov<\/td>\nPotreba zd\u013ahav\u00e9ho testovania<\/td>\n<\/tr>\n
        Zn\u00ed\u017eenie n\u00e1kladov na v\u00fdskum<\/td>\nMo\u017enos\u0165 chybn\u00fdch alebo irelevantn\u00fdch l\u00e1tok<\/td>\n<\/tr>\n
        Objav nov\u00fdch molek\u00fal<\/td>\nNedostatok vysvetlite\u013enosti modelov<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"

        474 Viden\u00edVedci vyu\u017e\u00edvaj\u00fa umel\u00fa inteligenciu na n\u00e1vrh chemick\u00fdch zl\u00fa\u010den\u00edn s antibakteri\u00e1lnymi \u00fa\u010dinkami. AI syst\u00e9my dok\u00e1\u017eu v priebehu min\u00fat navrhn\u00fa\u0165 tis\u00edce potenci\u00e1lnych antibiot\u00edk, ktor\u00e9 m\u00f4\u017eu bojova\u0165 proti rezistentn\u00fdm bakt\u00e9ri\u00e1m. Skuto\u010dn\u00fd \u00fa\u010dinok t\u00fdchto l\u00e1tok v\u0161ak musia potvrdi\u0165 laborat\u00f3rne a klinick\u00e9 testy. Ako AI pom\u00e1ha pri objave nov\u00fdch antibiot\u00edk? AI generuje tis\u00edce n\u00e1vrhov r\u00fdchlej\u0161ie ne\u017e tradi\u010dn\u00fd v\u00fdskum AI […]<\/p>\n","protected":false},"author":5,"featured_media":17731,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[51],"tags":[674,377,53],"class_list":["post-17730","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-ai-a-zdravotnictvo","tag-ai-novinky","tag-umela-inteligencia"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/posts\/17730"}],"collection":[{"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/comments?post=17730"}],"version-history":[{"count":1,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/posts\/17730\/revisions"}],"predecessor-version":[{"id":17732,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/posts\/17730\/revisions\/17732"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/media\/17731"}],"wp:attachment":[{"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/media?parent=17730"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/categories?post=17730"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/tags?post=17730"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}