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"Organismsandenzymesarecurrentlyusedforcatalyzingtheproductionofvalue-
added compounds,indiverseareaswitheconomicimpact.However,poorprotein
expression, lowcatalyticlevels,lowconcentrationsofco-factorsorsubstrates,toxicity
towardsthefinalproductandotherfactors,allcontributetothelowperformanceof
microorganismsandenzymesintheseareas.Proteinengineeringisaneffectivestrategy
forimprovingbiosyntheticpathwaysandovercomingtheseproblems,byre-designingan
enzyme’scatalyticpropertiesinfavorofacertainreaction.
Toaddressthisproblem,theProteinModelingLaboratoryofITQBNOVAdeveloped
an automatedplatformforgenediscoveryandenzymeengineering,whichaimstoenhance
or changetheenzymesthatcatalyzethelimitingstepsinpathwaysthatcanbeexploited
fortheproductionofaddedvaluecompounds.Theobjectivesrangedfromincreasing
an enzyme’sefficiencytoenablingittocatalyzeadifferenttransformationthantheone
catalyzedbythewild-typesequence.(...)"
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Enzyme engineering Machine learning Scoringfunctions Biosyntheticpathways Automatedplatform
