AI na nchọpụta ọgwụ
AI na nchọpụta ọgwụ na-eji igwe mmụta na-ebu amụma omume ụmụ irighiri ihe, chepụta ogige ọhụrụ, na ibelata afọ na ọtụtụ ijeri a na-achọkarị iji chọta ọgwụ nwere ike.
Nchịkọta
It is reshaping the slowest, riskiest part of pharma.
Ime miri emi
Ịweta ọgwụ n'ahịa na-ewe afọ 10 ruo 15 na ihe karịrị otu ijeri dollar, ọtụtụ ndị na-aga ime na-ada. AI na-awakpo ọtụtụ mkpọmkpọ ebe. N'ime njirimara ebumnuche, ụdị genomics nke m na data protein iji chọta protein ndị metụtara ọrịa kwesịrị ịre ọgwụ. N'ime nchọpụta a kụrụ akụ, ụdị ndị na-emepụta ihe na-atụ aro ụmụ irighiri ihe ọhụrụ nwere ihe ndị a chọrọ, ebe nyocha nke ọma na-ebute ọtụtụ nde ogige na-enweghị njikọ ụlọ nyocha. DeepMind's AlphaFold buru amụma ihe owuwu 3D maka ihe karịrị nde protein 200, na-enye ndị nyocha ụkpụrụ ụkpụrụ nke chọrọ ọtụtụ afọ nke crystallography. Companieslọ ọrụ dị ka Insilico Medicine na Recursion na-eji ụmụ irighiri ihe emebere AI ugbu a n'ule mmadụ. AI na-ebu amụma nsi na ADME (absorption, nkesa, metabolism, excretion) n'oge, na-egbu ndị na-eme ihe ọjọọ n'ihu ule dị oke ọnụ.
Nghọta nka nka
A na-egosipụtakarị molecules dị ka eserese (atom dị ka ọnụ, agbụ dị ka ọnụ) ma na-ahazi ya site na netwọkụ akwara eserese, ma ọ bụ dị ka eriri ederede a na-akpọ SMILES na-enye nri na usoro usoro. Ụzọ ndị na-emepụta ihe dị ka variational autoencoders na ụdị mgbasa ozi na-enyocha ihe owuwu ọhụrụ n'ime oghere kemịkalụ amụtara, na-eme ka njikọ dị n'otu na ụdị ọgwụ. AlphaFold na-eji mmụta miri emi dabere na nlebara anya zụrụ na Protein Data Bank iji buo amụma ka ụdọ amino-acid si agbakọta n'ụdị 3D na-ekpebi ọrụ.
Mmetụta atụmatụ
Gburugburu na iwu
Ọnọdụ ụlọ ọrụ na-ekpebi ma echiche AI na-adị ndụ na kọntaktị na eziokwu.
Quality akara
Mmachi ngalaba na-emetụta ọnụego njehie anabatara yana ụdị nlekọta.
Mee nhọrọ
Mbugharị ndị na-aga nke ọma na-ejikọta ikike teknụzụ yana usoro ọrụ n'ihu.
Ọdịnihu nke AI na nchọpụta ọgwụ
A na-emechi ókèala ahụ, ụlọ nyocha na-anya onwe ya ebe AI na-atụ aro ụmụ irighiri ihe, robots na-emepụta ma nwalee ha, na nsonaazụ na-azụghachi ihe nlereanya n'ime ụbọchị. Na-atụ anya kemịkalụ mkpụrụ ndụ elele anya site na nzaghachi ụlọ nyocha, ọgwụ mgbochi AI haziri na ọgwụgwọ RNA, yana ụdị ntọala a zụrụ azụ n'ofe bayoloji. Ndị na-achị achị na-edobe nduzi maka ndị na-eme ntuli aka enwetara AI. Nnwale siri ike na-anọgide na-anwale ụlọ ọgwụ, ebe mgbagwoju anya nke bayoloji ka na-eweda amụma ala, yabụ mmeri kachasị nke AI na-adị nso na-adị ngwa ngwa, dị ọnụ ala, mkpebi ziri ezi karịa.
Mmejuputa n'ezie n'ụwa
Ebe nchekwa data mepere emepe nke AlphaFold na-ahapụ ndị nyocha n'ụwa niile ka ha lelee usoro protein 3D buru amụma na ha ga-eduzi imepụta ọgwụ.
Insilico Medicine kwalitere ọgwụ AI-achọpụtara maka idiopathic pulmonary fibrosis n'ime ule ụlọ ọgwụ mmadụ.
Ndị otu na-ahụ maka ọgwụ na-eji nyocha nke ọma na-agbakọ ọnụ ọtụtụ nde ụmụ irighiri ihe ndoro-ndoro anya, na-anwale naanị ihe kacha kwenye na ụlọ nyocha.
Ụdị toxicity nke AI na-ebu amụma ma onye nyocha ọ ga-emerụ imeju ma ọ bụ obi, na-ewepụ ogige ndị dị ize ndụ tupu ule anụmanụ.
Ihe ize ndụ & okporo ụzọ nche
Ihe ndị achọrọ n'usoro iwu nwere ike imebi ụdịdị siri ike ma ọ bụghị ya.
Ihe ndekọ akụkọ ihe mere eme nwere ike itinye nhụsianya na-emerụ obodo ụfọdụ.
Usoro ihe nketa nwere ike ịmepụta mkpọkọ ọnụ na ọnụ ahịa zoro ezo.
Map mmejuputa
Kpọnye ndị ọkachamara na ngalaba site na nhazi nsogbu ruo na nyocha.
Chepụta ụzọ nyocha na akwụkwọ tupu mmalite.
Kwado nnabata na ọrụ nchekwa n'oge.
Tụgharịa n'usoro na njirisi nkwụsị na ntụgharịgharị doro anya.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
Isomorphic Labs Nchọpụta ọgwụ
Ajụjụ a na-ajụkarị
What is AI in Drug Discovery?
AI na nchọpụta ọgwụ na-eji igwe mmụta na-ebu amụma omume ụmụ irighiri ihe, chepụta ogige ọhụrụ, na ibelata afọ na ọtụtụ ijeri a na-achọkarị iji chọta ọgwụ nwere ike. Ọ na-emegharị akụkụ ọgwụ na-adị nwayọ, nke kachasị dị ize ndụ.
Kedu ihe DeepMind's AlphaFold rụzuru nke na-enyere aka ịchọpụta ọgwụ?
AlphaFold ji mmụta miri emi buru amụma ihe owuwu protein 3D n'ogo, na-enye ndị nyocha ụkpụrụ nhazi ụkpụrụ nke were ọtụtụ afọ nke nnwale.
Kedu ka e si egosipụtakarị ụmụ irighiri ihe maka ụdị mmụta igwe?
Molecules bụ eserese sitere n'okike (atom = nodes, bonds = edges) site na netwọkụ akwara eserese, ma ọ bụ tinye ya dị ka eriri SMILES maka ụdị usoro.
Kedu ihe bụ 'nyocha anya' na nchọpụta ọgwụ AI?
Nleba anya nke ọma na-eji ụdị iji tụọ nnukwu ọba akwụkwọ nke ụmụ irighiri ihe dị na silico, yabụ na ọ bụ naanị ndị ga-eme ntuli aka ka a na-anwale ma nwalee na ụlọ nyocha.
Kedu ihe kpatara ibu amụma ADME na nsị n'oge ji baa uru?
Amụma mmalite nke nnabata, metabolism, na nsi na-egbu ndị na-eme ihe ọjọọ tupu ule anụmanụ na ụmụ mmadụ dị oke ọnụ, na-azọpụta oge na ego.
Kedu usoro AI na-emepụta ihe na-eji chepụta ụmụ irighiri ihe ọhụrụ?
Ụdị mmepụta dị ka VAE na ụdị mgbasa ozi na-enyocha ihe owuwu ọhụrụ site na oghere kemịkalụ amụtara, na-ebuli ihe ndị a chọrọ.