2018
DOI: 10.3892/mmr.2018.9027
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Capturing antibacterial natural products with in�silico techniques

Abstract: The aim of the present study was to index natural products in order to facilitate the discovery of less expensive antibacterial therapeutic drugs. Thus, for modeling purposes, the present study utilized a set of 628 antibacterial drugs, representing the active domain, and 2,892 natural products, representing the inactive domain. In addition, using the iterative stochastic elimination algorithm, 36 unique filters were identified, which were then used to construct a highly discriminative and robust model tailore… Show more

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Cited by 16 publications
(24 citation statements)
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“…Our next study will aim to discover novel and highly active natural antibacterial products, using a novel in-house bioassay guided fractionation approach [1,28,31,37] and in-silico based modeling techniques [29,[47][48][49][50] to identify natural products that exhibit antibacterial activity against S. mutans.…”
Section: Discussionmentioning
confidence: 99%
“…Our next study will aim to discover novel and highly active natural antibacterial products, using a novel in-house bioassay guided fractionation approach [1,28,31,37] and in-silico based modeling techniques [29,[47][48][49][50] to identify natural products that exhibit antibacterial activity against S. mutans.…”
Section: Discussionmentioning
confidence: 99%
“…Plant-based nutrients and natural products have long been considered to be linked with human health and even evidenced to reduce risks of chronic human illnesses, such as inflammation [1,2,3], diabetes [4], cancer [5,6], and microbial-related diseases [7,8,9,10,11]. To date, herbal medicine is widely practiced in Palestine [12].…”
Section: Introductionmentioning
confidence: 99%
“…In recent years, due to the natural and unavoidable phenomenon of biofilm resistance, the search for new antibacterial molecules has been ongoing, because it is of especial importance to human health [11,17,18]. Active phytochemicals derived from natural sources have recently been the focus of the search for new molecules that act against bacterial pathogens [19][20][21][22][23][24][25]. Naturally occurring compounds in plants, as well as plant extracts, have been shown to exhibit anti-biofilm activity [24].…”
Section: Introductionmentioning
confidence: 99%