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Chamelogk: A Chromatographic Chameleonicity Quantifier to Design Orally Bioavailable Beyond-Rule-of-5 Drugs

Diego García Jiménez, Maura Vallaro, Matteo Rossi Sebastiano, Giulia Apprato, Giulia D’Agostini, Paolo Rossetti, Giuseppe Ermondi, Giulia Caron

2023Journal of Medicinal Chemistry45 citationsDOIOpen Access PDF

Abstract

High Resolution Image Download MS PowerPoint Slide New chemical modalities in drug discovery include molecules belonging to the bRo5 chemical space. Because of their complex and flexible structure, bRo5 compounds often suffer from a poor solubility/permeability profile. Chameleonicity describes the capacity of a molecule to adapt to the environment through conformational changes; the design of molecular chameleons is a medicinal chemistry strategy simultaneously optimizing solubility and permeability. A default method to quantify chameleonicity in early drug discovery is still missing. Here we introduce Chamelogk, an automated, fast, and cheap chromatographic descriptor of chameleonicity. Moreover, we report measurements for 55 Ro5 and bRo5 compounds and validate our method with literature data. Then, selected case studies (macrocycles, nonmacrocyclic compounds, and PROTACs) are used to illustrate the application of Chamelogk in combination with lipophilicity (BRlogD) and polarity (Δ log k w IAM ) descriptors. Overall, we show how Chamelogk deserves being included in property-based drug discovery strategies to design oral bioavailable bRo5 compounds.

Topics & Concepts

LipophilicityChemistryDrug discoverySolubilityBioavailabilityChemical spaceCombinatorial chemistryBiochemical engineeringMolecular descriptorLipinski's rule of fiveQuantitative structure–activity relationshipBiological systemComputational chemistryOrganic chemistryStereochemistryPharmacologyBiologyGeneIn silicoMedicineBiochemistryEngineeringProtein Degradation and InhibitorsComputational Drug Discovery MethodsUbiquitin and proteasome pathways
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