Insitro Machine Ịmụ Biology
Insitro na-ejikọta nnukwu mkpụrụ ndụ ihe nketa mmadụ na cellular yana mmụta igwe iji chọta ebumnuche ọgwụ ka mma yana ndị ọrịa nwere ike ịzaghachi.
Nchịkọta
It matters because it tackles the biggest reason drugs fail — picking the wrong target — by grounding discovery in real human biology.
Ime miri emi
Tọrọ ntọala na 2018 site n'aka ọkà mmụta ihe omimi nke mgbakọ na mwepụ na onye bụbu Stanford na Coursera onye ndu Daphne Koller, Insitro wuru onwe ya dị ka ụlọ ọrụ nchọpụta ọgwụ 'igwe mmụta-mbụ'. Isi echiche ya bụ imepụta nnukwu datasets wuru n'ime ụlọ - iji ụdị ọrịa stem-cell enwetara ('in vitro'), onyonyo ọdịnaya dị elu, yana nha 'omics - wee jikọta ya na nnukwu mkpụrụ ndụ ihe nketa mmadụ na ụlọ ọgwụ dịka UK Biobank. Ọmụmụ igwe na-ejikọkwa mbinye aka mkpụrụ ndụ na cellular na ọrịa, na-enyere aka ịchọpụta ebumnuche ndị mkpụrụ ndụ ihe nketa na-egosi na-ebute ọrịa n'ezie, wee kewaa ndị ọrịa n'ime obere otu. Aha ahụ n'onwe ya na-agwakọta 'na silico' (mgbakọ) na 'in vitro' (biology lab). Insitro esorola Gilead na Bristol Myers Squibb rụkọọ ọrụ ma lekwasị anya na mpaghara dịka ọrịa metabolic, imeju na neurodegenerative.
Nghọta nka nka
Usoro Insitro mbinye aka na-eji mmụta igwe na onyonyo ahụike - dịka ọmụmaatụ, ụdị miri emi na-agụ imeju MRI ma ọ bụ histopathology - iji nweta ọnụọgụ 'phenotypes-ịmụ igwe.' Na-agba ọsọ ọmụmụ genome-wide mkpakọrịta megide àgwà AI-ewepụtara n'ofe biobank-ọnụ ọgụgụ mmadụ nwere ike ihie mkpụrụ ndụ ihe nketa variant, ya mere ebumnobi na-akpata, na crude ụlọ ọgwụ labelụ na-efunahụ. Di na nwunye a na-ejikọta mkpụrụ ndụ ihe nketa mmadụ, ihe akaebe siri ike na-egosi na ebumnuche ebumnuche, yana mkpebi phenotypic bara ụba sitere na AI.
Mmetụta atụmatụ
Atụmatụ ndị na-ere ahịa
Ụzọ ndị na-ere ahịa na-emetụta atụmatụ ndị otu gị nwere ike ịrụ na-esote.
Ọnụ ego na mmefu ego
Usoro azụmahịa na nhọrọ mbugharị na-emetụta ọnụ ahịa ogologo oge yana ihe egwu.
Ihe ize ndụ na nchekwa
Ihe mkpali ụlọ ọrụ na-akpụzi ndabara ngwaahịa, ọnọdụ nchekwa, na oghere.
Ọdịnihu nke Insitro Machine Learning Biology
Insitro na-ebugharị n'ụdị amụma na-ejikọ genotype na phenotype cell na nsonaazụ onye ọrịa, na-eme ka nhọrọ ebumnuche na nhazi onye ọrịa tupu ule dị oke ọnụ. Na-atụ anya iji ụdị ntọala n'ofe onyonyo na omics, njikọ biobank karịa, na ndị na-aga n'ihu n'ime pipeline. Isi ihe ịma aka bụ imechi akaghị: igosi na AI-nhọpụtara, ebumnuche nkwado mkpụrụ ndụ ihe nketa na-asụgharị n'ime ọgwụ akwadoro na-arụ ọrụ na ndị ọrịa kwesịrị ekwesị.
Mmejuputa n'ezie n'ụwa
Ụdị ọzụzụ na imeju MRI na-enyocha iji mepụta phenotypes quantitative, wee na-agba ọsọ ọmụmụ ihe gbasara mkpụrụ ndụ ihe nketa iji chọta ebumnuche ọgwụ maka ọrịa imeju.
Iji akwara stem-cell nke mmadụ ewepụtara iji mee ka ALS na ọrịa neurodegenerative ndị ọzọ maka nyocha ML.
Soro Gilead na-emekọ ihe iji chọpụta ebumnuche maka steatohepatitis na-adịghị egbu egbu (NASH) na fibrosis imeju.
Ịkewapụta ndị ọrịa n'ime otu obere mkpụrụ ndụ ihe nketa iji mara onye ga-anabata ọgwụgwọ enyere.
Ihe ize ndụ & okporo ụzọ nche
Mwepụta ọkwa nwere ike karịa nkwụsi ike na usoro nrụpụta n'ezie.
Ọnụ ahịa API ma ọ bụ mgbanwe amụma nwere ike imebi echiche n'otu abalị.
Ndabere otu onye na-ere ahịa na-abawanye mkpọchi na ọnụ ahịa mbugharị.
Map mmejuputa
Nyochaa ndị na-eweta ọrụ site na iji ọrụ nke gị na nhazi data.
Nyochaa nzuzo, nchekwa na usoro iwu tupu njikọta.
Jikwaa atụmatụ ọdịda n'ofe ụdị ma ọ bụ ndị na-ere ahịa.
Nyochaa ndetu mwepụta ka mgbanwe map ụzọ ghara iju ndị otu anya.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
Ntọala mmụta igwe
Ajụjụ a na-ajụkarị
What is Insitro Machine Learning Biology?
Insitro na-ejikọta nnukwu mkpụrụ ndụ ihe nketa mmadụ na cellular yana mmụta igwe iji chọta ebumnuche ọgwụ ka mma yana ndị ọrịa nwere ike ịzaghachi. Ọ dị mkpa n'ihi na ọ na-egbochi nnukwu ihe kpatara ọgwụ ji ada - ịhọpụta ebumnuche na-ezighi ezi - site n'itinye nchoputa na usoro ndu mmadu n'ezie.
Kedu ihe jikọrọ aha 'Insitro'?
Aha a na-agwakọta 'na silico' computation na 'in vitro' lab bayoloji, na-ejide ụzọ nnwale ML-gbakwunyere.
Onye tọrọ ntọala Insitro?
Daphne Koller, onye ọkachamara n'ihe banyere ihe omimi na onye bụbu onye nchoputa Coursera, hibere Insitro na 2018.
Gịnị kpatara Insitro ji mesie mkpụrụ ndụ ihe nketa mmadụ ike na nhọrọ ebumnuche?
Ebumnuche ndị akaebe sitere na mkpụrụ ndụ ihe nketa mmadụ na-akwado nwere ike bụrụ ihe kpatara ya n'ezie, na-ebelata ọdịda ọgwụ.
Kedu ihe bụ 'phenotype mmụta igwe' ka Insitro na-eji ya?
Insitro na-enweta njirimara ọnụọgụgụ site na onyonyo iji ML, wee mụọ njikọ mkpụrụ ndụ ihe nketa ha.
Kedu otu nnukwu mmadụ a na-ejikarị maka ọmụmụ mkpụrụ ndụ ihe nketa biobank dị ka Insitro's?
UK Biobank jikọtara mkpụrụ ndụ ihe nketa, onyonyo, na data ahụike maka ọtụtụ narị puku mmadụ.