A census of P. longum’s phytochemicals and their network pharmacological evaluation for identifying novel drug-like molecules against various diseases, with a special focus on neurological disorders
RESEARCH ARTICLE
A census of P. longum’s phytochemicals and
their network pharmacological evaluation for
identifying novel drug-like molecules against
various diseases, with a special focus on
neurological disorders
Neha Choudhary, Vikram Singh*
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Centre for Computational Biology and Bioinformatics, School of Life Sciences, Central University of Himachal
Pradesh, Himachal Pradesh, India
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Abstract
OPEN ACCESS
Citation: Choudhary N, Singh V (2018) A census of
P. longum’s phytochemicals and their network
pharmacological evaluation for identifying novel
drug-like molecules against various diseases, with
a special focus on neurological disorders. PLoS
ONE 13(1): e0191006. https://doi.org/10.1371/
journal.pone.0191006
Editor: Hiroyoshi Ariga, Hokkaido Daigaku, JAPAN
Received: October 15, 2017
Accepted: December 25, 2017
Published: January 10, 2018
Copyright: © 2018 Choudhary, Singh. This is an
open access article distributed under the terms of
the Creative Commons Attribution License, which
permits unrestricted use, distribution, and
reproduction in any medium, provided the original
author and source are credited.
Data Availability Statement: All relevant data are
within the paper and its Supporting Information
files.
Piper longum (P. longum, also called as long pepper) is one of the common culinary herbs
that has been extensively used as a crucial constituent in various indigenous medicines,
specifically in traditional Indian medicinal system known as Ayurveda. For exploring the
comprehensive effect of its constituents in humans at proteomic and metabolic levels, we
have reviewed all of its known phytochemicals and enquired about their regulatory potential
against various protein targets by developing high-confidence tripartite networks consisting
of phytochemical—protein target—disease association. We have also (i) studied immunomodulatory potency of this herb; (ii) developed subnetwork of human PPI regulated by its
phytochemicals and could successfully associate its specific modules playing important role
in diseases, and (iii) reported several novel drug targets. P10636 (microtubule-associated
protein tau, that is involved in diseases like dementia etc.) was found to be the commonly
screened target by about seventy percent of these phytochemicals. We report 20 drug-like
phytochemicals in this herb, out of which 7 are found to be the potential regulators of 5 FDA
approved drug targets. Multi-targeting capacity of 3 phytochemicals involved in neuroactive
ligand receptor interaction pathway was further explored via molecular docking experiments. To investigate the molecular mechanism of P. longum’s action against neurological
disorders, we have developed a computational framework that can be easily extended to
explore its healing potential against other diseases and can also be applied to scrutinize
other indigenous herbs for drug-design studies.
Funding: The authors received no specific funding
for this work.
Competing interests: The authors have declared
that no competing interests exist.
Introduction
Abbreviations: ADMET, Absorption, Distribution,
Metabolism, Excretion and Toxicity; BP, Biological
pathways; DA, Disease association; GPCR, G
Healing with medicinal plants is an ancient idea. Secondary metabolites of various plants have
been traditionally utilized for the betterment of human health. Plants belonging to genus Piper
are amongst the most important medicinal plants used in various systems of medicine. More
PLOS ONE | https://doi.org/10.1371/journal.pone.0191006 January 10, 2018
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Network pharmacological evaluation of Piper longum
protein-coupled receptors; P. longum, Piper
longum; PC, Phytochemical; PCt, Number of
protein targets corresponding to a particular
phytochemical; PPI, Protein protein interactions;
PT, Protein target; Tt, Total number of protein
targets of P. longum.
than 1,000 species belong to this genus and P. longum is one of the most well-known species
amongst them, including Piper nigrum and Piper bettle. P. longum forms an active constituent
of the widely used Ayurvedic poly-herbal formulation “Trikatu” [1]. The widespread use of
this herb in different formulations as documented in ancient Ayurvedic manuscripts such as
Caraka samhita [2], Susruta samhita [3] Vagbhata’s astanga hrdayam [4] etc. suggests its vital
importance in traditional Indian medicinal system.
P. longum is an indigenously growing plant in India and is also cultivated in the tropical
and subtropical regions of Asia and Pacific islands [5]. It is usually cultivated for its fruit which
is dried and used as a spice. The plant grows into a shrub with large woody roots, numerous
creeping and jointed stems that are thickened at the nodes. Leaves are without stipules and
spreading in nature. Fruits are small, oval shaped berries and grow as spikes that are collected
after maturation. Dried form of these spikes makes “pippali” while the root radix is known as
“pippalimula”. The dietary piperine is known for its bioavailability and digestion enhancing
properties. In vitro studies have shown the role of piperine in relieving oxidative stress by
quenching free radicals and reactive oxygen species. While it is known to act as an anti-mutagenic and anti-tumor agent [6], anti-diarrheic and anti-dysenteric properties of this spice
enhance its medicinal value [7]. The pharmacological properties of this plant also include antioxidant, anti-inflammatory, hepatoprotective, immunomodulatory, anti-microbial, anti-platelet, anti-hyperlipidemic, analgesic, anti-depressant, anti-amoebic, anti-obesity, radioprotective, cardioprotective and anti-fungal [8], [9], [10], [11]. Methanolic extract of this fruit has
been reported to be involved in memory repair and improving memory performance by an
in vitro model [12]. Clinical studies have revealed the efficacy of this plant in the treatment
of bronchial asthma in children [13], [14]. Anti-diabetic activity of the roots has also been
reported [15]. It is widely used as an important constituent in various Ayurvedic medicines to
cure diseases like leprosy and tuberculosis and is also used in the treatment of cough, dyspnea,
cardiac and spleen disorders, chronic-fever, gout, rheumatic pain etc. [16].
In recent years, the advancement in chemistry, pharmacology and systems biology has created a new paradigm for the drug discovery known as network pharmacology [17]. Integration
of traditional knowledge of medicines with recent in silico approaches has led to the identification of novel natural drug compounds. The approach has recently gathered much attention by
the research community as network pharmacology based studies have been widely used to
explore the medicinal activities of herbs like Withania somnifera [18] and formulae like QiShenYiQi [19], Gegen Qinlian decoction [20] etc. to understand their molecular level effect in the
treatment of syndromes or diseases.
In the present w (...truncated)