شماره ركورد كنفرانس :
3976
عنوان مقاله :
Probing the chemical space regulated by DHFR homologs and pyrimidine-based inhibitors
پديدآورندگان :
Hariri S. University of Guilan , Shirini F. Shirini@guilan.ac.ir University of Guilan , Ghasemi J.B. Jahan.Ghasemi@ut.ac.ir Unuiversity of Tehran , Rasti B. Islamic Azad University (IAU), Lahijan
كليدواژه :
Dihydrofolate reductase , Pyrimidine , based inhibitors , Structure , based descriptors , Sequence , based descriptors , Partial least squares regression method
عنوان كنفرانس :
ششمين سمينار ملي دوسالانه كمومتريكس ايران
چكيده فارسي :
Ubiquitous Dihydrofolate reductase (DHFR) with an indispensable role in folate
metabolism has been a major target for antineoplastic, antimicrobial and
antiinflammatory drugs [1]. Despite the clinical effectiveness of current treatments,
there is an urgent need for design and development of new drugs due to the resistance
which is developing through mutations. One of crucial factors for the design of novel
selective inhibitors against pathogen DHFRs, with the least side effect, is to understand
factors influencing the ligand binding selectivity profiles among DHFRs. The hybrid
scaffold containing pyrimidine ring is well-established as an effective scaffold for
DHFR inhibition [2]. Hence, we applied proteochemometrics (PCM) approach to
evaluate new pyrimidine-based derivatives as potent inhibitors for DHFR homologs [3].
Z-scales and GRID INdependent Descriptors (GRINDs) in addition to their cross-terms,
have been correlated to biological activities through conducting partial least squares
(PLS) regression. The final model was validated by several internal/external approaches.
All calculated parameters have been in good accordance with acceptance criteria