Malaria is an infectious disease caused by protozoan parasites of the genus Plasmodium and transmitted by Anopheles spp. mosquitos. Due to the emerging resistance to currently available drugs, great efforts must be invested in discovering new molecular targets and drugs. N‐myristoyltransferase (NMT) is an essential enzyme to parasites and has been validated as a chemically tractable target for the discovery of new drug candidates against malaria. In this work, 2D and 3D quantitative structure–activity relationship (QSAR) studies were conducted on a series of benzothiophene derivatives as P. falciparum NMT (PfNMT) and human NMT (HsNMT) inhibitors to shed light on the molecular requirements for inhibitor affinity and selectivity. A combination of Quantitative Structure–activity Relationship (QSAR) methods, including the hologram quantitative structure–activity relationship (HQSAR), comparative molecular field analysis (CoMFA), and comparative molecular similarity index analysis (CoMSIA) models, were used, and the impacts of the molecular alignment strategies (maximum common substructure and flexible ligand alignment) and atomic partial charge methods (Gasteiger‐Hückel, MMFF94, AM1‐BCC, CHELPG, and Mulliken) on the quality and reliability of the models were assessed. The best models exhibited internal consistency and could reasonably predict the inhibitory activity against both PfNMT (HQSAR: q2/r2/r2pred = 0.83/0.98/0.81; CoMFA: q2/r2/r2pred = 0.78/0.97/0.86; CoMSIA: q2/r2/r2pred = 0.74/0.95/0.82) and HsNMT (HQSAR: q2/r2/r2pred = 0.79/0.93/0.74; CoMFA: q2/r2/r2pred = 0.82/0.98/0.60; CoMSIA: q2/r2/r2pred = 0.62/0.95/0.56). The results enabled the identification of the polar interactions (electrostatic and hydrogen‐bonding properties) as the major molecular features that affected the inhibitory activity and selectivity. These findings should be useful for the design of PfNMT inhibitors with high affinities and selectivities as antimalarial lead candidates.
Arboviral infections such as Zika, chikungunya, dengue,
and yellow
fever pose significant health problems globally. The population at
risk is expanding with the geographical distribution of the main transmission
vector of these viruses, the
Aedes aegypti
mosquito. The global spreading of this mosquito is driven by human
migration, urbanization, climate change, and the ecological plasticity
of the species. Currently, there are no specific treatments for
Aedes
-borne infections. One strategy to combat different
mosquito-borne arboviruses is to design molecules that can specifically
inhibit a critical host protein. We obtained the crystal structure
of 3-hydroxykynurenine transaminase (AeHKT) from
A.
aegypti
, an essential detoxification enzyme of the
tryptophan metabolism pathway. Since AeHKT is found exclusively in
mosquitoes, it provides the ideal molecular target for the development
of inhibitors. Therefore, we determined and compared the free binding
energy of the inhibitors 4-(2-aminophenyl)-4-oxobutyric acid (4OB)
and sodium 4-(3-phenyl-1,2,4-oxadiazol-5-yl)butanoate (OXA) to AeHKT
and AgHKT from
Anopheles gambiae
, the
only crystal structure of this enzyme previously known. The cocrystallized
inhibitor 4OB binds to AgHKT with
K
i
of
300 μM. We showed that OXA binds to both AeHKT and AgHKT enzymes
with binding energies 2-fold more favorable than the crystallographic
inhibitor 4OB and displayed a 2-fold greater residence time τ
upon binding to AeHKT than 4OB. These findings indicate that the 1,2,4-oxadiazole
derivatives are inhibitors of the HKT enzyme not only from
A. aegypti
but also from
A. gambiae
.
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