2021
DOI: 10.1016/j.ejps.2021.105812
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Impact of gastrointestinal tract variability on oral drug absorption and pharmacokinetics: An UNGAP review

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Cited by 179 publications
(128 citation statements)
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“…The effect of food on drug absorption is one of the major causes of inter-individual variability in drug bioavailability [ 39 , 40 ]. Prospective prediction of FE is important for clinical trial design and dosing regimen prediction, particularly for narrow-therapeutic index drugs.…”
Section: Discussionmentioning
confidence: 99%
“…The effect of food on drug absorption is one of the major causes of inter-individual variability in drug bioavailability [ 39 , 40 ]. Prospective prediction of FE is important for clinical trial design and dosing regimen prediction, particularly for narrow-therapeutic index drugs.…”
Section: Discussionmentioning
confidence: 99%
“…Thus, specialists in the field must rely on their knowledge to adapt formulations to suit the pharmaceutical needs of the individual [50]. There are many factors to consider during personalised formulation design, some include: patient's swallowing capacity, flavour preferences, required drug dose, required drug release kinetics, presence of disease, sex, age, motor skills, and coadministered medications [184][185][186][187][188][189][190][191][192][193][194][195][196][197][198][199]. ML has the capacity to consider all these factors and predict optimal formulation design features based on an individual's requirements [154,[200][201][202].…”
Section: Machine Learning In the Pre-printing Stagementioning
confidence: 99%
“…While some drugs are intended to target the gastrointestinal tract (GIT), the majority are employed to exert a systemic therapeutic effect. Nevertheless, the oral bioavailability of most pharmaceutical compounds depends mainly on their solubility, permeability, and stability in the GIT environment [ 49 , 50 , 51 ].…”
Section: Treating Cvd Through Various Administration Routesmentioning
confidence: 99%