Vol.:(0123456789) 1 3
Journal of the Iranian Chemical Society (2018) 15:621–628
https://doi.org/10.1007/s13738-017-1262-2
ORIGINAL PAPER
Virtual screening of some heterocyclic structures toward novel
antibacterial agents
Zahra S. Hosseini
1
· Mohammad Reza Housaindokht
1
· Nima Razzaghi‑Asl
2
· Ramin Miri
3
Received: 30 April 2017 / Accepted: 30 November 2017 / Published online: 4 December 2017
© Iranian Chemical Society 2017
Abstract
Infectious diseases and their treatment are among the most important issues in global health and economy. Moreover, increas-
ing prevalence of antibiotic-resistant pathogenic bacteria necessitates the considerable need for discovering new drugs. Some
heterocyclic structures with dihydropyridine (DHP) scafold have been reported as antimicrobial agents. Herein, we report
a structure-based virtual screening of a pool of 3,5-disubstituted DHPs and a post-analysis of virtual hits through in vitro
antibacterial assessment. Four top-ranked DHP structures (6a–d) were found to interact with the relevant target active sites
and exhibited superior stereoelectronic features within their enzyme inhibition. Selected compounds were synthesized and
assessed for their antibacterial activity via microdilution method. Results of this study represented a signifcant application
of multi-step virtual screening strategy in identifying privileged DHP structures as good starting points for further develop-
ments toward more potent antibacterial agents.
Keywords Antibiotic resistance · Dihydropyridine · Docking · Virtual screening · In vitro
Introduction
The remarkable role of bacterial infections in mortality has
become a big concern and human life has been always asso-
ciated with risks related to such infectious diseases. During
the past century, many prosperous eforts have been per-
formed to control infectious diseases, but the prevention
and treatment of infectious diseases still remained a serious
problem in public health, leading to over 13 million deaths
each year [1]. Within antimicrobial therapy, antibiotic resist-
ance is one of the major challenges and is usually considered
to be a consequence of antibiotic misuse. Nowadays, many
of bacteria are resistant to at least one of the most commonly
used drugs. Therefore, existing drugs can’t properly respond
to the control and treatment of many infectious diseases, and
hence, design and development of new and more efective
antibacterial agents are an urgent requirement in human life
[2].
Considerable advances in the field of computational
chemistry and protein crystallography facilitated most of
the traditional eforts toward discovery of novel chemo-
therapeutic agents [3]. In silico or computer-aided drug
design is a rational drug discovery technique that serves
as a fundamental part of modern drug discovery projects.
In this regard, one of the most efcient strategies is virtual
screening (VS) of chemical databases with the aim of fnd-
ing novel bioactive compounds [4]. Virtual screening tries
to efciently reduce the defned chemical space to a much
smaller subset that can be synthesized and assessed through
biological targets with the aim of achieving potential lead/
drug candidates. It has been postulated that VS can reduce
costs and increase hit rates in a typical lead discovery path
[5] and therefore may be an alternative approach to high-
throughput screening (HTS) [6].
Structure-based virtual screening (SBVS) utilizes dock-
ing algorithms to explore the conformational space of
ligand–receptor complex [7]. The outputs are top-ranked
Electronic supplementary material The online version of this
article (https://doi.org/10.1007/s13738-017-1262-2) contains
supplementary material, which is available to authorized users.
* Mohammad Reza Housaindokht
housain@um.ac.ir
1
Department of Chemistry, Faculty of Sciences, Ferdowsi
University of Mashhad, Mashhad 9177948974, Iran
2
Department of Medicinal Chemistry, School of Pharmacy,
Ardabil University of Medical Sciences, Ardabil, Iran
3
Medicinal and Natural Products Chemistry Research Center,
Shiraz University of Medical Sciences, Shiraz, Iran