Asthma is an inflammatory disease of the airway that poses a major threat to human health. With increase industrialization in the developed and developing countries, the incidence of asthma is on the rise. The β2-adrenergic receptor is an important target in designing anti-asthmatic drugs. The synthetic agonists of the β2-adrenergic receptor used over the years proved effective, but with indispensable side effects, thereby limiting their therapeutic use on a long-term scale. Inverse agonists of this receptor, although initially contraindicated, had been reported to have long-term beneficial effects. Phytochemicals from Agemone mexicana were screened against the human β2-adrenergic receptor in the agonist, inverse agonist, covalent agonist, and the antagonist conformations. Molecular docking of the phyto-constituents showed that the plant constituents bind better to the inverse agonist bound conformation of the protein, and revealed two flavanones; eriodictyol and hesperitin, with lower free energy (ΔG) values and higher affinities to the inverse agonist bound receptor than the co-crystallized ligand. Eriodictyol and hesperitin bind with the glide score of -10.684 and - 9.958 kcal/mol respectively, while the standard compound ICI-118551, binds with glide score of -9.503 kcal/mol. Further interaction profiling at the protein orthosteric site and ADME/Tox screening confirmed the drug-like properties of these compounds.
Asthma is an inflammatory disease of the airway that poses a major threat to human health. With increase industrialization in the developed and developing countries, the incidence of asthma is on the rise. The β2-adrenergic receptor is an important target in designing anti-asthmatic drugs. The synthetic agonists of the β2-adrenergic receptor used over the years proved effective, but with indispensable side effects, thereby limiting their therapeutic use on a long-term scale. Inverse agonists of this receptor, although initially contraindicated, had been reported to have long-term beneficial effects. Phytochemicals from Agemone mexicana were screened against the human β2-adrenergic receptor in the agonist, inverse agonist, covalent agonist, and the antagonist conformations. Molecular docking of the phyto-constituents showed that the plant constituents bind better to the inverse agonist bound conformation of the protein, and revealed two flavanones; eriodictyol and hesperitin, with lower free energy (ΔG) values and higher affinities to the inverse agonist bound receptor than the co-crystallized ligand. Eriodictyol and hesperitin bind with the glide score of -10.684 and - 9.958 kcal/mol respectively, while the standard compound ICI-118551, binds with glide score of -9.503 kcal/mol. Further interaction profiling at the protein orthosteric site and ADME/Tox screening confirmed the drug-like properties of these compounds.
Asthma, a chronic disease of the airway, is one of the leading
cause of mortality throughout the world which has increased in
severity in the past few decades, both in developed and
developing countries. Atopic patients show symptoms of
wheezing, acute exacerbation of cough, chest tightness, forced
expiratory volume and reduced airflow. The morbidity, mortality
and increased prevalence rate of asthma in recent years display
the grave upsurge and severity of the disease in the human
population. About 300 million people have been diagnosed of the
disease, and a further 100 million people are estimated to be
affected by 2025 [1]. Hence, an expedient research with a high
result-yielding stance is pertinent in the effective management of
the disease. The β2-adrenergic receptor (β2-AR) belongs to the Gprotein
coupled receptor (GPCR) family, which is coupled to a
heterotrimeric stimulatory G-protein (Gs-protein) to activate
downstream effectors, such as adenylyl cyclase, phospholipase C
etc. β2-AR consists of 7-transmembrane alpha helices which are
connected by three extracellular loops and three intracellular
loops. The receptor structure consists of an extracellular N
terminus and an intracellular C-terminus [2]. Like other GPCRs,
β2-AR can undergo conformational changes on ligand binding,
and exist in multiple states. According to the two-state receptor
model, a receptor remains in equilibrium i.e. an inactive (Ri) and
active (R*) state (Figure 1). This equilibrium is altered when a
ligand binds at the receptor active site, favouring either R*
(activation) or Ri (stabilization). Agonists preferentially bind to
R* with positive intrinsic activity or efficacy, while antagonists
bind either of the receptor states with zero efficacy. Inverse
agonists are uniquely recognised for stabilizing constitutively
active receptor. They bind preferentially to Ri with intrinsic
activity below zero.
Figure 1
Schematic diagram of the receptor active (R*) and inactive (Ri) states in equilibrium, showing the preferential affinity of
agonists to the active state, inverse agonists to the inactive state and antagonists to either of the receptor states, with positive, negative
and zero intrinsic activities respectively.
Over the years, synthetic agonists of the human β2-AR seem to be
saviours to asthmapatients from the intermittent life-threatening
horror of the disease, however, various side effects of these drugs
have been reported e.g. Salbutamol, the common asthmarelieving
drug, causes muscle tremors, palpitation, restlessness,
tachycardia etc [3]. Other than these observed side effects are the
deleterious consequences of the chronic administration of these
agents, resulting in the majority of asthma related death [4].
Consequently, the quest for drug(s) safe in the palliative
management of the disease is logical. The acute beneficial and
chronic deleterious effect of the β2-AR agonist is mirrored by the
acute deleterious and chronic beneficial effect of inverse agonist
of the receptor [5]. Although initially contraindicated, β2-AR
inverse agonists have been found effective in the chronic
treatment of asthma [5].Agemone mexicana, also known as yellow thistle was listed as one
of the plants that exhibit anti-asthmatic potential [6]. Brahmachari
et al. [7] reported different classes of compound, such as the
alkaloids, terpenoids, steroids, carotenoids and flavonoids
present in the plant. Flavonoids are major polyphenolic plant
metabolites that are found in various human foods, and have
been reported to possess anti-asthmatic property [8]. Flavonoids
are further classified as flavones, flavonols, isoflavones,
anthocyanidins, flavanols and flavanones [9]. In the present
study, two flavanones, Eriodyctyol (ERI) and Hesperitin (HES)
were identified as potent apposite agents for the treatment of
asthma, exhibiting inverse agonism.
Methodology
The Schrodinger small molecule drug discovery suite, version
2017-1 [10] and AutoDock Vina [11] were used in this study.
Protein Preparation
Owing to the different bound conformations of GPCRs, we
retrieved the 3D structures of the human β2-AR bound to an
agonist, 4LDE [12], covalent agonist, 4QKX [13], inverse agonist,
3NY8 [14], antagonist, 3NYA [14] and another inverse agonist
bound (also the inactive state of the receptor), 5JQH [15]
conformations from the Protein Data Bank (www.rcsb.org).
Protein structures were viewed on the Schrodinger Maestro 11.1,
version 2017-1. Lysozyme, water molecules as well as other noninteracting
ligands were removed. A complete protein
preparation was performed using the Protein Preparation
Wizard. The grid coordinates were respectively generated
around the corresponding crystallized ligands of the various
protein conformations (Table 1).
Table 1
Showing the respective crystallized ligand of 4LDE, 3NY8, 3NYA, 4QKX and 5JQH and the grid coordinates generated around them.
Proteins
Crystallized Ligand
x
y
z
4LDE
BI167107
-13.5
-21.56
-54.13
3NY8
ICI-118551
-2.68
0.95
8.64
3NYA
Alprenolol
2.13
-1.32
7.08
4QKX
35V
5.09
-21.92
-51.32
5JQH
Carazolol
6.65
-33.95
-60.93
Ligand Library and Preparation
Phytochemicals characterized from Agemone mexicana were
obtained from literatures and a library of compounds from
Agemone mexicana was created. The compounds were
downloaded in the structure-data file (sdf) format from the NCBI
PubChem database
(https://www.ncbi.nlm.nih.gov/pccompound). The ligand
library was prepared for docking using AutoDock Vina and
Glide. The Babel and MGLTools were used for ligand preparation
for AutoDock Vina, while the Schrodinger Ligprep was used for
Glide docking.
Molecular Docking of Ligands
Virtual screening of the ligand library was performed against the
five prepared protein structures using AutoDock Vina compiled
under Ubuntu 14.04 LTS. However, the flavonoid constituents
among the hits were docked specifically to the inverse agonistbound
conformation, 3NY8, using the Glide extra precision (XP)
algorithm. Protein-ligand interaction and pose was viewed on the
Schrodinger Maestro.
Validation of Inverse Agonism
Validation of the inverse agonist influence of the lead compounds
was done based on the preferential affinity of inverse agonists to
the inactive state of the protein. The compounds were docked
against the active state, 3P0G [16] and inactive state, 2RH1 [17] of
human β2-AR, to determine their preference to either of the
receptor states in equilibrium.
ADMET/Tox Screening
The lead compounds were further screened for their Absorption,
Distribution, Metabolism, Excretion and Toxicity using the
QikProp program [18].
Results & Discussion
The various non-covalent interactions between a ligand and the
molecular target all aimed at defining the ligand specificity,
stability and affinity. Molecular interaction study of
phytochemicals from Agemone mexicana and β2-AR carried out in
this study is possible by the readily available 3D structure of the
protein captured in different conformations on the Protein Data
Bank (PDB), particularly to an inverse agonist, ICI-118551 (ICI).
Decades before now, study of the molecular mechanisms of
inverse agonist was an impossible procedure since basal receptor
activity is generally not pronounced, until the construction of
constitutively active mutant receptors (CAM) [19] and the
overexpression of the wild type receptor [20]. Although we
employed an in-silico approach, the high-density expression of
β2-AR within the lung cells [21] forms the basis for our plausible
submission that this current study is relevant in a live model.
Molecular Docking
Virtual screening performed in this study not only reduce the
ligand library to compounds with high affinity and/or specificity
to the target proteins, but most importantly revealed the suitable
protein conformation which is most fitting to the plant
constituents. We observed that the plant constituents bind
conveniently with lesser ΔG values and higher affinity to both
inverse agonist-bound conformations (3NY8 and 5JQH) than the
other protein conformations (Figure 2). This is suggestive of the
inverse agonist activity of Agemone mexicana's phytochemicals.
Although, several groups of compounds were identified in the
plant, we, for the sake of this study, focused on the flavonoid
members for further molecular interaction profiling and
pharmacological scrutiny. Glide extra precision (XP) algorithm is
a powerful and more discriminating docking and scoring
procedure. Docking of the flavonoid constituents to the inverse
agonist-bound protein revealed two flavanones; Eriodictyol (ERI)
and Hesperitin (HES) as lead compounds with higher binding
affinities of -10.684 kcal/mol glide score and -9.958 kcal/mol
respectively, when compared with the standard inverse agonist
ICI, which binds with energy of -9.503 kcal/mol.
Figure 2
Docking results of the plant constituents against the five protein conformations presented on Heat map (a), and the
normalized result, presented on bar chart (b), showing the affinity of the plant constituents to the inverse agonist-bound
conformations, 3NY8 and 5JQH.
Interaction Profiling
The molecular mechanisms of β2-AR activation or stabilization by
the interactions of various ligands have been extensively studied.
These studies revealed key amino acid residues necessary for
ligand binding. Residues of TM3, TM5, TM6, and TM7,
particularly, Asp113 and Asn312, have been reported to be
crucial for ligand binding [22]. Interestingly, ERI and HES were
found interacting with these key residues at the β2-AR binding
pocket (Figure 3 and 4). The orientation of the binding poses of
ERI and HES as compared to ICI suggests a similar interaction at
the protein's orthostheric site (Figure 5). ICI consists of an
ethanolamine backbone connected to a phenyl ring P by an
oxymethylene bridge, whereas, the two phenyl rings A and B of
the flavanones were joined together by another heterocyclic ring
C. The phenyl ring A of ERI and HES, as well as the phenyl ring
P of ICI, were buried deep in the binding pocket and enveloped
within hydrophobic side chains. These phenyl rings were found
to contribute to the stability of the compounds at the
hydrophobic pocket by forming pi-pi stacking with Phe290.
Figure 3
Interaction profile of (a) HES (b) ERI (c) ICI at the β2-AR binding pocket, showing Asp113 (red) and Asn312 (cyan), the key
amino acid residues; Phe290 (green) which forms pi-pi stalking, and other interacting residues (blue).
Figure 4
Interaction of ERI (a), HES (b) and ICI (c) with the residues of TM3, TM5, TM6 and TM7 at the β2-adrenergic receptor active
site
Figure 5
3D structure (above) and binding pose (below) of (a) ERI (b) HES (c) ICI. The binding pose shows the similarity in the
orientations of the flavanones and the standard inverse agonist, ICI at the binding pockets of the receptor.
Hydrophobic interactions are essential for activating or
stabilizing the receptor. ERI and HES shared hydrophobic
interactions with residues of TM5 (Tyr199, Ser203, Ser207) and
TM6 (Trp286 and Phe290), interactions that are consistent with
initial report [22]. These interactions define the stabilizing
efficacy of inverse agonists to the constitutive active receptor.
ERI and HES also formed hydrogen bonds with the same
residues as ICI, i.e. Asp113 and Asn312. The amino group and
hydroxyl group of the ethanolamine backbone of ICI both donate
protons to Asp113, while the hydroxyl group accepts proton from
Asn312. Same hydrogen bonding is also observed in ERI, whose
C19 and C21 hydroxyl groups both donate protons to Asn113,
and the C19 hydroxyl group accepts a proton from Asp312. HES
also shows the same hydrogen-bonding pattern, with the
exception of C21 proton donation to Asp113 (Figure 6).
Figure 6
2D interaction view of ERI (a), HES (b) and ICI (c), showing hydrogen bonding, pi-pi stalking and interacting amino acid
residues at the binding pocket.
Validation of Compound Inverse Agonism
The ability of inverse agonists to bind with preference to the
inactive state of GPCRs is required for receptor stabilization
(Figure 1). ERI and HES when docked to the active (3P0G) and
the inactive (2RH1) states were confirmed to be inverse agonists
of the human β2-AR (Figure 7). Result established the selective
binding mode of these compounds to the inactive receptor. ERI
was found to bind to the inactive protein with the highest affinity
of -9.777 kcal/mol glide score, and lowest affinity of -6.650
kcal/mol, to the active state compared to ICI and HES. The order
of preference as follows; ERI > ICI > HES, shows ERI, as a more
potent inverse agonist of the β2-AR than ICI and HES.
Figure 7
Graph of binding affinity of ERI, HES and ICI to the active and inactive state of the β2-AR, showing ERI with the highest
preference for the inactive state of the receptor.
ADME/Tox Screening
The pharmacokinetics properties of drug, which include
Absorption, Distribution, Metabolism, and Excretion, are
important parameters, which describe drug disposition and
efficacy. These criteria influence the amount of drug reaching the
desired target receptor, and hence, the drug pharmacological
activity. The Lipinski Rule of Five (ROF) summarizes the
molecular properties responsible for a compound to be orally
active and drug-like [23]. The rule permits a molecular weight
< 500Da, hydrogen bond donors ≤5, hydrogen bond acceptors ≤10
and octanol-water partition coefficient (logP) <5. Compounds,
which therefore obey this rule, tend to have lower attrition rates
during clinical trials, and as such, are good drug candidate with
high possibility of reaching the market. Early detection of
compound toxicity before synthesis and marketing is likewise
imperative to save cost and time in the drug discovery pipeline,
according to the maxim 'fail early, fail fast, fail cheaply'. ERI and
HES proved to be drug-like and orally active, obeying the ROF,
with zero number of violation (Table 2). Also, the predicted
qualitative human oral absorption, which scale 1 (low), 2
(medium) and 3 (high), showed that HES, like ICI, has a high
absorption rate, while ERI has a medium absorption rate.
QPlogKHsa, (Normal range -1.5 to 1.5) (Ntie-Kang 2013), predicts
the binding of drugs to human serum proteins (albumin). Based
on the assumption that only free drugs can cross membranes to
bind the intended receptor, low QPlogKHsa value is therefore
required. ERI and HES bind less with serum proteins, with
QPlogKHsa values of -0.195 and 0.004 respectively, which shows
that these compounds are more likely to reach and bind the β2-
AR receptor as to elicit the desired response. The compounds
were also observed to have low activity on the central nervous
system (CNS), with low prediction of blood-brain barrier
penetration (QPlogBB) of -1.901 and -1.517, which fall within the
normal range -3.0 to 1.2 [24]. Since these compounds are
peripherally acting compounds, it is therefore required that they
have no/low activity on the CNS, to avoid a major neurological
insult.
Table 2
Showing docking result and pharmacological properties of Eriodictyol, Hesperitin and ICI-118551
S/N
Name
Glide Score kcal/mol
Dock Score kcal/mol
M.W. g/mol
ROF Viol
HOA
QlogBB
QlogKHsa
1
Eriodictyol
-10.684
-10.679
288.256
0
Medium
-1.901
-0.195
2
Hesperitin
-9.958
-9.952
302.283
0
High
-1.571
0.004
3
ICI-118551
-9.503
-9.501
277.406
0
High
0.059
0.299
Conclusions
So far, this current study has shown the potency of two
flavanones from Agemone mexicana as suitable inverse agonists of
the β2-AR in the treatment of asthma. Molecular docking
simulation, interaction profiling and ADME/Tox screening
proved ERI and HES as suitable candidates that could be
beneficial in the long-term palliative care of asthma. This study
focuses on the flavonoid constituents of the plant, we therefore
suggest that further pharmacological enquiry be made on the
potency of the other plant constituents. Also, in-vitro and in-vivo
studies need to be conducted to corroborate the anti-asthmatic
potentials of ERI and HES.
Authors: Vadim Cherezov; Daniel M Rosenbaum; Michael A Hanson; Søren G F Rasmussen; Foon Sun Thian; Tong Sun Kobilka; Hee-Jung Choi; Peter Kuhn; William I Weis; Brian K Kobilka; Raymond C Stevens Journal: Science Date: 2007-10-25 Impact factor: 47.728
Authors: Dean P Staus; Ryan T Strachan; Aashish Manglik; Biswaranjan Pani; Alem W Kahsai; Tae Hun Kim; Laura M Wingler; Seungkirl Ahn; Arnab Chatterjee; Ali Masoudi; Andrew C Kruse; Els Pardon; Jan Steyaert; William I Weis; R Scott Prosser; Brian K Kobilka; Tommaso Costa; Robert J Lefkowitz Journal: Nature Date: 2016-07-13 Impact factor: 49.962