Biologie buy jàng masin ci biir
Insitro dafay boole ay done yu bari yu bawoo ci genetik ak selil yu nit ñi ak jàngu masin ngir gis drog yi gëna baax ak malaad yi gëna mëna tontu.
Résumé
It matters because it tackles the biggest reason drugs fail — picking the wrong target — by grounding discovery in real human biology.
Plongeur bu xóot
Daphne Koller, biologue ci ordinatër ak njiitu Stanford ak Coursera, Insitro moo ko sos ci 2018, mu tabax boppam ni sosiete buy njëkka gis drog ci masin. Li muy xalaat mooy defar ay done yu mag yuñ tabax ci biir kër gi - di jëfandikoo ay xeetu feebar yu bawoo ci selil yu ndaw ('ci vitro'), nataal yu bari ay ëmbiit, ak 'natt omics - ba noppi boole leen ak ay cohort genetik ak klinik yu bari yu mel ni UK Biobank. Ginaaw loolu masin jàng lëkkale siife moleculaire ak selulaar ak feebar, di jàppale ci ràññee mbir yi genetik di wax ni ñoo waral feebar bi dëgg, ba noppi xaaj malaad yi ay pàcc yu ndaw. Tur wi ci boppam dafay boole 'in silico' (jàngat) ak 'in vitro' (biologie laboratoire). Insitro liggéeyandoo na ak Gilead ak Bristol Myers Squibb, ñu ngi bàyyi seen xel ci wàll yu melni feebar yuy yàq metabolism, xëtër, ak feebar yiy yàq xëtër.
Gis-gis xarala
Benn anam buñu siñe Insitro dafay jëfandikoo jàngu masin ci nataali pajum - ci misaal, model yu xóot yuy jàng MRI xëtër wala histopathologie - ngir am 'phenotypes jàngu masin' yu bari. Doxal ay jangat ci association genome bi di xeex yii màndarga yu juge ci IA ci askanu biobank yi mën na feeñal ay anam yu wuute ci wàllu genetik, kon ay mbir yu waral, yu etiketu klinik yu ñaaw yi ñàkk. Lii mungi boole genetik nit, firnde bu gina am doole buy wane ni ap mbir amna solo, ak dayo phenotypic bu am solo bu juge ci IA.
njeextalu pexe
Pexem jaaykat
Kartu yoonu jaaykat yi ñooy wane man-man yi sa ekip mëna tabax ci kanam.
Njëgg ak budget
Anamu jënd ak jaay ak tànneefi dugal dañu am njeexital ci njëg ak risk ci diir bu xawa yàgg.
Risk ak kaaraange
Li liggéeyukaay bi di ñaax mooy tëral ni produit bi di doxee, kaaraange gi ak ubbeeku gi.
Ëlëgu Insitro masin di jàng Biologie
Insitro mingi puus ci xeetu xam-xam yuy lëkkale genotype ak phenotype selulaar ci njariñu malaad bi, loolu mooy tax ñu mëna tànn li ñuy wut ak stratification malaad yi laataa ñuy amal ay test yu seer. Xaarandi jëfandikoo bu gëna xóot ci xeetu fondasioŋ ci nataal ak omics, lëkkaloo yu gëna bari ci biobank, ak gëna jëm ca kanam ci kàndidaa yi ci biir pipeline. Jafe-jafe bi gëna mag mooy tëj loop bi: firndeel ni IA-nominated, genetics-backed targets tekki ci garab yu ñu nangu yuy dox ci malaad yi war.
Doxal ci àdduna dëgg
Royuwaayi tàggat yaram ci scanner MRI xëtër ngir sos phenotypes yu bari, ginaaw ga amal njàngum association genetik ngir gis drog yiñ wara jëfandikoo ngir feebaru xëtër.
Jëfandikoo ay neuron yu bawoo ci selil yu ndaw ngir wane ALS ak yeneen feebar yuy yàq xët wi ngir jàngat ML.
Partenariat ak Gilead ngir gis ay mbir yuñ mëna faj steatohépatite bu amul sàngara (NASH) ak fibrose hépatique.
Xaajale malaad yi ci subgroupe genetik ngir xam kan mooy tontu ci benn paj.
Risk yi ak balustrade yi
Koom-koomu ubbite mën na raw stabilite ci def liggéeyu defar dëgg.
Njëg yi ci API wala coppite ci sàrt yi mën nañu dindi xalaat yi ci guddi gi.
Dependence ci benn jaaykat dafay yokk njëgu tëjug ak migraasioŋ.
Roadmap ngir samp gi
Saytu sa fournisseur yi nga jëfandikoo sa liggéey ak say done.
Xoolaat mbir yu nëbbu, kaaraange ak sàrti yoon balaa ngay boole.
Fexe am palaŋu fallback ci model yi wala jaaykat yi.
Xool notu génne yi suko defee coppite yi ci kàrtu yoon du jaaxal ekip yi.
Weyal di banneexu
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Gis bi ci topp
Jàngum masin
Laaj yi ñuy faral di laaj
What is Insitro Machine Learning Biology?
Insitro dafay boole ay done yu bari yu bawoo ci genetik ak selil yu nit ñi ak jàngu masin ngir gis drog yi gëna baax ak malaad yi gëna mëna tontu. Dafa am solo ndax dafay xeex sabab bi gëna mag bi drog yi di ñàkk - tànn lu jaarul yoon - ci gis-gis yi ci biologie nit dëgg.
Luy boole tur 'Insitro'?
Tur wi dafa boole xayma 'ci silico' ak bioloji lab 'ci vitro', di jàpp ci anamu jàngat ML-plus.
Kan moo sos Insitro?
Daphne Koller, biologue ci wàllu ordinatër, bokkoon ci ñi sos Coursera, moo sos Insitro ci 2018.
Lan moo waral Insitro di fësal genetik nit ci tànneef bi?
Target yi ñu jàppale ci firnde genetik yu nit ñi ñoo gëna mëna nekk sabab dëgg, wàññi ñàkka mëna jëfandikoo drog.
Luy 'phenotype buy jàng masin' ni ko Insitro di jëfandikoo?
Insitro dafay jël màndarga yu bari ci nataal yi jëfandikoo ML, ba noppi jàngat seeni boole genetik.
Ban cohort bu mag ci nit ñi lañu gëna jëfandikoo ci njàngum genetik ci eskaalu biobank bu melni bu Insitro?
Biobank bu UK dafay lëkkale ay done ci wàllu genetik, nataal ak wérgi-yaramu téemeeri junniy nit.