Abstract
Endothelins (ETs), which are multi-functional-peptides with potential for antagonist-based-therapy in various physiological-malfunctionings, including cardiovascular, nephrological, oncologic, and diabetic conditions, may produce newer chemical entities and drug leads. The present study deals with molecular-modeling of the ETs’ sub-types, ET-I, II, and III to find the structure property-relationship (SPR) of the ETs, and individual fragments derived from the ET sub-type ET-I. The ETs peptidic tails’ amino acid (AA) sequence’s structural differences and similarities, various dissected fragments of the ET-I, and SPR comparison with the sarafotoxin-6b (SRT-6b), a structurally-related snake-venom, showed points of dissimilarities for their structural specifications, geometric disposition, and physico-chemical properties. The generation of miniaturized (shortened sequence) peptides towards offering peptidomimetic compounds of near- and far-values compared SPR with estimations for log P, hydration energy, and other molecular and quantitative structure activity relationship (QSAR) were based on random and ordered-fragments derived from the original ET-I AA’s sequence, and sequential distance changes in the original ET-I sequence’s chain of 1–21 AA. The feasibility of alternate and bond length parameters-based possible cysteine–cysteine cyclizations, sequence homology, AA’s positional demarcation, and presence/absence of cysteines, homology-based basic non-cysteine and cysteines-AA based cyclization, total structure and fragments end-to-end cyclizations, and geometrical analogy-based miniaturized sequence of the shorter AAs from the original ET-I sequence, together with mutated replacements with naturally constituent AAs of the ETs, and SRT-6 sequences were utilized. The major findings of the fragmented sequences, and sequences at par with the original ETs to provide structures similar to the size, volume and with molecular and electronic properties of electrostatic potential and total charge density distribution, crucial factors in receptor bindings were investigated. The SPRs, molecular properties, and QSAR values were estimated to compare and validate the findings with the known homologous compounds, ET-I, and its known and potent antagonists. The study resulted in leads of smaller and larger sizes of peptide-based compounds which may have prospects as potent antagonist and in future needs their bioactivity evaluations after the synthesis. Moreover, approach to plausible vesiculation of the ETs, and the involved processes and structural requirements, together with the molecular interactions in settling a nano-vesicle of the peptidic structure with a possible mechanism is also suggested.
Graphical abstract
The present study deals with the molecular modeling studies of the endothelins (ETs), a multi-functional 21 amino acid (AA) peptides, with sub-types ET-I, II, and III to find the structure property relationship (SPR) of different fragments naturally derived from the cyclic body part of the ETs’ structures together with the structurally similar and common tail sequence (AA 16–21) utilization of the ETs and the dissimilar sarafotoxin-6b (SRT-6b) hexapeptide chain tail, as well as their SPR comparisons to find peptide-based leads as comparable to the ETs, especially ET-I. Approach to plausible vesiculation of the ETs and the involved process as a suggested mechanism is also discussed.

1 Introduction
The endothelin family of peptides, collectively termed as endothelins (ETs), comprises of endothelin-I (ET-I), endothelin-II (ET-II), and endothelin-III (ET-III), with binding to at least four different known endothelin receptors, i.e., ETA, ETB1, ETB2, and ETC in the biological system [1,2]. The ETs have varying regions of distribution in biological sites [3], and are produced by vascular endothelium through pre-pro-ETs resulting in 39 amino acids (AAs) precursor, big ETs, which is transformed through activities of endothelin converting enzyme located on the endothelial cell membranes into various ETs (Figure 1) [4,5,6,7]. The ETs and its receptors have been cloned [8,9,10] and molecularly characterized [11]. Various peptidic and non-peptide receptor antagonists have also been designed and synthesized for therapeutic evaluations since its discovery in 1988 [12,13,14,15,16,17,18,19,20]. However, the structural generality, non-specificity, and preferential ligand binding of the endothelin receptors, i.e., ETA and ETB types, cross-talk, common/multiple-bindings, and cross-reactivity, seemingly, subdued the progress in the ET-based therapy developments. Interestingly, the endothelin receptor types (ETA, ETB1, and ETB2) mediate ETs regulatory actions, and the ET-I, being the biologically most potent and predominant member of the endothelin peptide family, preferentially binds to ETA receptors, whereas the ETB type receptors entangle both the ET-I and ET-III peptides [21]. The ETB receptor type/ET-III axis is also considered as an endogenous “antagonist” system of the body opposing the effects of ETA/ET-I mediated bioactivities. The ETB receptor types mediate both the vasoconstriction and vasodilation activities in different tissues and organs, and seem to be have an elaborate, though probably non-specific, restricting control mechanism. Therefore, the selective ETA antagonist development for therapeutic applications have been preferentially taken up from the drug discovery viewpoint, involving the non-peptidic or mixed peptidic structural components, pharmacophore mapping, peptidomimetic variants, and alternates of known antagonists more frequently, and more recently [22,23,24,25,26].

ETs; (a) ET-I, (b) ET-II, (c) ET-III, and (d) SRT-6b.
The ET’s ETA-receptor has been found to be responsible for growth promotion and pro-inflammatory activities which are responsible for developing chronic diseases, i.e., atherosclerosis, hypertension, renal malfunctions, and heart failure, primarily owing to the elevated ET-I levels [27,28]. The ETs, which are potent vasoconstrictor peptides, are also considered to be associated with several other diseases of lungs, kidneys, vascular system, reproductive organs, nervous system, heart failure, and cancers. These ETs are expressed ubiquitously by the stress-responsive regulators with both beneficial and detrimental effects, specifically with the ET-II and ET-III isoforms [29,30,31,32]. The diseases associated with cell growth and inflammatory activation, i.e., arterial hypertension, glomerulo-sclerosis, and immune mediated malfunctions involving cancers, connective tissues ailments, and chronic allograft rejections, as well as metabolic diseases of obesity and diabetes, are turning to be renewed challenges for developing endothelin-antagonist-based therapies [33,34].
Several studies have thus led to the discovery of selective ETA receptor antagonists (including non-selective ETA and ETB antagonists) and pharmacophore optimization for the purpose [35]. The preclinical and clinical studies have clearly established that these antagonists are effective in treatment of essential hypertension, pulmonary hypertension, heart failure, and atherosclerosis [36,37,38,39,40]. Advances in this area resulted in the US-FDA approval of the first orally active antagonist Bosentan followed by Ambrisentan for pulmonary hypertension and vasoconstriction [41,42]. However, the role of anti-endothelin therapy in the treatment of cardiovascular and other diseases, and determinations of the roles of the selective receptor antagonism vs mixed ETA/B-receptor(s) antagonism in human diseases, certainly needs further elaboration from the structure activity relationship and structure property relationship (SAR and SPR) viewpoints.
The SAR studies on the structural requirements of ET-I to exhibit pressor and depressor responses are available. The oxidation of the methionine amino acid at position-7, Met7, resulted in retained hypotensive activity of the analog, while the removal of the natural Cys1–Cys15 disulfide bridge led to weak agonistic action with both the pressor and depressor types’ activities of the ET-I analog. The formylation of terminal Trp21 amino acid resulted in complete loss of the activity. These results indicated that Met7 and the indole moiety of the Trp21 are important structural requirements for the expression of activity of ET-I, whereas the intramolecular loop structure, the cyclized part, is less important. The study also provided further evidence that the depressor and pressor effects of the ET-I are mediated through different receptors [43]. The Asp18 and Ile19 AA residues replaced by alkyl spacers of various (chain) lengths of the C-terminal analog, Ph–Ph–CH2–O–N═CH–CO–Phe–Asp–Ile–Ile–Trp–OH, proved the role of the central portion of the ET-I sequence, and helped to identify the N- and C-terminals as pharmacophoric regions of the ET-I sequence. The side-chains of the centrally located peptide have been shown to be irrelevant for the binding of the molecule to the receptor but the distance between the two postulated sites for the interaction of the ligand with the ETB receptor have been found to be of fundamental nature for bindings, and consequently, activity exhibitions [44].
These preliminary studies have opened up the ETs sequences for more scrutiny and newer developments in understanding of the SARs of the peptidic and non-peptidic analogs by various groups. Among the non-peptidic analogs, the sulfonamides, biphenyl sulfonamides [45,46], 4-sulfonamido-pyrimidines [47], azoles [48,49,50], and indan derivatives, as endothelin antagonists [51], including atrasentan (ABT-627)-based pyrrolidine-3-carboxylic acids[12], have been designed, prepared, and bioactivity evaluated. Among the peptide analogs, the tripeptide antagonists with unnatural AA have showed that the first AA, in the sequence, need to have a high dependency for hydrophobic residues, while the second AA can be aromatic hydrophobic AA, and the third AA must be a D-isomer as part of the minimum pharmacophore requirements based on the stereo-electronic and conformational dependency [52]. The observation that the sequence heterogeneity at the N-terminal portion of AA from positions 4–7 showed marked biological activity differences between ETs, and SRT-6b further confirmed the role, outreach, position, and spacing importance of each of these AA. The fact that the vasoconstrictor activities of the ET-II, ET-III, and SRT-6b have been found to be one-half, one-60th, and one-third of that of the ET-I, respectively, the structural heterogeneity as well as sequence isosteric nature and homogeneity/similarities, which are well pronounced and confirmed with defined and definite levels of biological activity of the ET-I, ET-II, ET-III, and SRT-6b analogs, are proof of the concept [53]. The fact that the physico-chemical properties and molecular attributes of these molecules affected their receptor selectivity, receptor binding extents, and affinity, and the biological activity exhibitions have made them a prime target for SAR and SPR studies [54]. Moreover, a monocyclic ET-I analog, devoid of Cys3 and Cys11 AA which were replaced by Ala and Ala AA, had showed one-third of the activity of the ET-I, while the diamino, dicarba analog turned out to be nearly inactive, thereby indicating the role of the termini groups. However, no significant changes were observed in major bioactivities of the isoform ET-I with replacements of Ser4, Ser5, Leu6, Met7, Lys9, Tyr13; Trp21 by Ala, Ala, Gly, Met(0), Leu, Phe; and Tyr or Phe, respectively. On the other hand, the replacement of Asp8, Glu10, and Phe14 by Asn, Gln, and Ala, respectively, resulted in complete loss of the biological activity. These results indicated that the two disulfide bonds in ET molecule are not essential for the expression of vasoconstricting activity, but both the terminals’ amino and carboxyl groups, carboxyl groups of Asp8 and Glu10, and the aromatic group of Phe14 seemed to be contributing to the receptor binding and expression of the biological activity, and thus, seemed to be essential for the activity manifestation [55]. Yet, in another approach, tripeptides composed of unnatural AA, namely, linear peptide derivative, BQ-485, perhydro-azepin-1-yl-l-leucyl-d-tryptophanyl-d-tryptophan resulted in potent anti-contracting activity. The HIM-CO–Leu-d-Trp-d-Phe-(–R)-OH compounds as ETA receptor antagonists provided a tool for the development of therapeutic agents in the treatment of ET-I manifested disorders [56]. The study by Kimura et al. [57] established the importance of the C-terminal AA, wherein replacement of Trp21 with d-Trp, reduction and carboxamido methylation of the four Cys residues, and cleavage at Lys9 significantly lowered the vasoconstriction activity of the ET-I analogs. Further, studies on hexapeptide derivatives [58], linear tripeptide derivatives, R1R2·NC(O)–Leu-d-Trp-β-Ala-OH, derived from endothelin antagonistic cyclic-pentapeptide, BQ-123 [59], peptidomimetic analog containing p-Cl–Phe [60], and combinatorial synthesis for the optimization of the potent ET-I analogs [61], are available [62]. The ETB receptor antagonists, BQ-788 [N-cis-2, 6-dimethylpiperidinocarbonyl-l-γ-methylleucyl-d-1-methoxycarbonyltryptophanyl-d-norleucine] [63] further provided the required insight into the structural requirements for the bioactivity generation, the details of which could be utilized in understanding the roles of the ETs in physiological and pathological processes.
The current study focusses on a combination of approach dealing with the SPRs of various ETs isoforms, including the effects of naturally mutated AA-based analogs, miniaturized ET analogs in ET-I, as an example applicable to, in approach, to ET-II and ET-III, since ET-I is the most potent isoform. These isoforms were studied for their molecular properties, and molecular size due to the different sequence patterns. The sequences were downsized to new structures based on the ET-I together with the SRT-6b peptide, the snake venom toxin, which has been instrumental in providing a marked differentiation for receptor affinity, and its binding preferences to the ETs receptors. The observation by earlier researchers reported that the ETs are capable of modulating the biological action in so many of the body tissues and organs prompted to undertake the thorough and dissecting analysis of the sequences of ET-I isoform, and predict their effects on the possible SPRs, which also need to be validated through appropriate receptor-binding and in vivo experimentations, in addition to the in silico experimentations and prediction studies. However, the current study focuses on the computational modeling, molecular properties and QSAR value estimations in relation to the designed sub-peptidic structures. The study also proposes the nano-scale vesiculation process as part of the plausible mechanism and role of several factors of extracellular surroundings, media, pH, structural specifications, etc.
2 Materials and methods
The molecular modeling was performed on Hyper-Chem v 7.5 (Hypercube Inc., Gainesville, FL, USA), and Advanced Chemistry Development (ACD) Freeware, Ontario, Canada. The in silico generated peptide models obtained from ET-I, II, III, and SRT-6b peptide sequence structures’ manipulation, shortening, and dissection were designed. A set of approaches were consulted [29,41,64,65,66,67,68]. The exercise provided different cyclic peptides of varying length where the cyclizations between the Cys1, Cys3, Cys11, and Cys15 have been made with several different combinations of the cyclization between these Cys residues, while the ET’s tail sequence was utilized as addendum to these designed cyclic structures to provide models of different sequences. All the structures were predicted for their calculated molecular and QSAR properties, and the comparisons of the properties and molecular attributes were made. The conformation linked energy minimizations through “steepest descent algorithm” in Hyper-Chem v 7.5 was performed. The most stable structure arrangement and the molecular geometries were predicted, which were sorted out for further analyses of physico-chemical characteristics and QSAR properties relationship. In order to get an empirical idea, and find rationalizations about the energy levels and behavior of the different peptide fragment models, molecular energy was minimized to get the stable and minimum energy conformation thereof. The most energetically favorable models were obtained and studied. On the outset, the minimum energy conformations of various fragments were compared to know the extent of changes in the physico-chemical properties of the fragments. All the molecules and their start set-up were simulated at 0.01 Ǻ/cycle through 1,000 cycle’s calculations. The predictions for molecular properties were estimated (atoms exhibiting non-parametric characters were opted to be ignored in the software based calculations), and molecular volume, total charge density, and electrostatic potentials of the fragments, their log P, and hydration energies were calculated.
3 Results and discussion
3.1 Optimization of ETs, SRT-6, and sequence fragmentations: Approach and design
The ETs, naturally encountered as ET-I, ET-II, and ET-III isoforms, with differentiating sequences were primary structures to begin with. Interestingly, all types of endothelin’s tails have major sequence similarities with the snake venom toxin, SFT-6b sequence, but lacked the commonality of the biological activity with either being inactive, strongly active, diminished, or different activities. The study pursued to generate and rationalize the design of new structures through permutation and combination approach of the AA sequence to reach the best and optimized structure for further development. The structural similarities and differentiating points were considered in the design.
3.2 Tail and cyclic portions’ analysis of the ETs and SRT-6b: Activity and property implications
For all the ETs, ET-I, ET-II, and ET-III, the hexapeptide tail sequence of AAs located from position 16–21 (single letter code sequence; HLDIIW) is similar, and is suggested to be structurally insignificant in terms of demarcation in receptor binding for biological activity elicitations; although, it has been suggested that the C-terminal hexapeptide chain discriminates between the different endothelin receptors [69]. Since this tail is similar in sequence structure for all the endothelin sub-types, the possibility for it to be distinguishing between receptor sub-types is remote. Any possibility of distinction between the receptor sub-types by the tail lies in the tail adopting different conformations and being distinctively different in the surroundings for differentiating the various receptor domains with the stereo-orientation assisted and modified by the (nearly common) cyclic part of all the ETs’ sub-structures. Hence, the cyclic part of the structure may also play an important role in distinguishing the different receptor sub-types, and there is strong probability of it to do the major part in this exercise. The major AA-based structural differences of the main body cyclic part of the ETs is in the AA sequence for positions 2, 4, 5, 6, and 7. The differing AAs are Leu and Met at positions 6 and 7 of ET-I, which are replaced by Trp and Leu AA-residues, respectively, at position 6 and 7 for the ET-II, while the ET-III is completely different by the presence of Thr, Phe, Thr, Tyr, and Lys at 2, 4, 5, 6, and 7 positions of the AA sequence of its structure. However, the snake venom toxin, SRT-6b, also a 21 AA hexapeptide chain, have a different AA sequence structure as compared to that of the ETs tails (AA 16–21). For the cyclic structure part, few common AAs are available in the sequence for SRT-6b, otherwise it is largely different in its structure. This is an intriguing structure similarity/dissimilarity, seemingly, responsible for venom’s extreme cardiovascular inhibitory activity [70,71,72].
3.3 Peptide foldings, compartmentalization, and mutated AA: Geometric views
The main body cyclic sub-structure of SRT-6b differs from ET-I by AAs located at positions 4–7 and 12, and replaced AAs are identified as Lys, Asp, Met, Thr, and Leu. The Leu at position 12 in SRT-6b is occupied by Val in the ETs’ sequences. The SRT-6b is also known to interact and involve in competitive binding with ETs [73]. Therefore, the point of interest for the AA sequence in SRT-6b is the tail composition which is, supposedly, also responsible for the demarcation between endothelin receptor types in ETs structures. The AA positions at 17 and 19 in all ETs are filled by the Leu and Ile AA residues, while the same slot is occupied by Gln and Val in SRT-6b molecular compositions. However, with the presence of different receptors in ileum and cerebellum [74], this observation further confirmed the presence of different ET types on structures’ basis. It may also be considered that different structural domains formed from the molecular interaction and aggregation of the structures in the surrounding areas give rise to distinct compartmentalization, in their interaction area, when interacting with outside moieties, especially, water and other smaller entities, e.g., ions and atoms in the structures, pH, media polarity, surface, and molecular entities’ interactions of hydrophilic and hydrophobic nature. The axis-based alignments in the molecule in response to the external and internal factors and interactions help to formulate the compartment (Figure 2). The compartmentalization seemingly is facilitating the approach to binding, and enhancing the competitive binding by providing a different look in peptidic folding and its conformations to the ETs and SRT-6b receptors.

Peptide folds, ET-I based with compartmentalization, and the sequence’s geometries: Emerging structural orientations with resultant geometry and axial alignments of the molecule providing different views of the geometry, with all the back-bone atoms in the models appearing as green atoms; (a) molecule leading to compartmentalization, shown with the explicit hydrogen atoms; (b) nearly three distinct major regions are appearing; (c) primary X-axis alignment; (d) Y-axis alignment; (e) primary Z-axis alignment, probably for passage through channels; (f) secondary Y-axis alignment; (g) secondary Z axis; (h) tertiary X (as major axis), primary Y axis orientation. Structures are shown without explicit hydrogens, the space-filling models’ explicit hydrogens are white, the carbon atom is magenta colored, oxygen is red, nitrogen blue, and sulfur is yellow colored, the color scheme follows the current and all the subsequent models, unless otherwise stated.
3.4 Molecular properties and QSAR attributes: SPR and SAR
The presence and interactions of singular molecular water, and water as part of the cluster, ions, and other small molecules at certain specified locations in the receptor area, along with the participation of inorganic, and/or other non-proteinaceous organic ligands, as well as the receptors maneuvering the binding feasibility even by difference of a single AA in the structures of SRT-6b and ETs may be very crucial. The physicochemical factors are vital and play significant roles at receptors’ interaction levels. The hydrophilicity, hydrogen binding, hydrophobicity, and electronegative characteristics of the atoms, total charge density and its distribution on the molecule, as well as the electrostatic potential on structural parts and fragments, are some of the parameters to look for. The parachor, index of refraction, surface tension, density, and ring double bond equivalent (RBDE), of which the later is representative of the levels of unsaturation in the molecule and their fragments, and perhaps is being considered in the software pediction to indicate for the hydrophobic character contribution, which is prominent in receptor binding interactions. These predictors are also important to look for from different perspectives of the molecular properties of the structures. The QSAR molecular attributes predicting polarizibility, refractivity, log P, hydration energy, and molecular volume are other factors suggestively forming the SAR/SPR of different ET types, and the receptor demarcation activity by these ET motifs is pursued by the molecular properties in conjunction with the QSAR predictors. The prepared monocyclic fragment analogs of ET-I for exploring the importance of the bicyclic structure of ET-I to its predictive molecular and electronic properties showed low micro to high nano-molar binding affinities, and were functional antagonists of ET-I for induced accumulation of inositol phosphates. However, one analog possessed mixed antagonist/agonist activity at the two ET receptor subtypes [75,76,77]. The current work involved the in silico modeling and generated analogs of the ETs. The mapping of ET-I showed the 2D contour graph for the total charge density and electrostatic potential localized in the cyclic structure part of the molecule, which apparently was suggested as inactive, while the common to all ET was the tail sequence (AA 16–21). Hence, from the viewpoint of design and in silico study, the cyclic structure part needed more elaborate understanding to distinguish between the receptor sub-types, which is evident from their differing bioactivity and receptors’ affinities. On comparing the molecular attributes and QSAR data (Table 1) for ETs and SRT-6b, the log P and hydration energy differences are remarkable, while other characteristics and QSAR properties also differ, interdependent of their structures. The structures of the ET-I, II, III, and SRT-6b are represented in Figure 3. The ET-I molecular modeling based electrostatic potential was predicted high, mainly localized in the loops (S–S bonds and non-tail AA 16–21 area of the structure), while the total charge density was moderate and distributed in the similar regions as that of the ET-I’s electrostatic potential. The ET-II exhibited high electrostatic potential and high total charge density distributions, both being more than the ET-I, while the ET-III showed lesser electrostatic potential and total charge density than the ET-II but more than the ET-I. The SRT-6b exhibited these molecular characteristics nearly equal to ET-III. Of the ETs, the ET-I being most potent of the ETs, the high electrostatic potential and medium levels of charge density seemed to be favored for ET-I functions, and an antagonist activity elicitation is expected to be triggered through the competitive binding.
Molecular attributes and QSAR properties of the ETs and SRT-6b*
| Property | ET-I | ET-II | ET-III | SRT-6b |
|---|---|---|---|---|
| Molar refractivity | 629.50 | 648.98 | 676.06 | 641.30 |
| Molar volume | 1,957.0 | 1,979.7 | 2,056.30 | 1,974.80 |
| Log P | 4.98 | 7.95 | 9.03 | 5.40 |
| Hydration energy | −40.20 | −47.61 | −57.28 | −57.79 |
| Parachor | 5,227.60 | 5,335.2 | 5,564.16 | 5,339.66 |
| Index of refraction | 1.556 | 1.569 | 1.571 | 1.562 |
| Surface tension | 50.9 | 52.7 | 53.6 | 53.43 |
| Density | 1.273 | 1.286 | 1.285 | 1.298 |
| Polarizability | 249.55 | 257.27 | 268.01 | 254.23 |
| RDBE | 43 | 49 | 51 | 45 |
*Molar refractivity expressed as Å3 (cubic Angström), volume as Å3, hydration energy in kcal/mol, density in g/cm3, surface tension in dyne/cm, parachor as Å3, polarizability as Å3; insignificant variations have been omitted. The log P and hydration energy were predicted from Hyper-Chem 7.5, and rest of the properties were calculated from the ACD software.


Structures of ETs and SRT-6b; (a) ET-I and (b) ET-I space-filling model; (c) ET-II and (d) ET-II space-filling model; (e) ET-III and (f) ET-III space-filling model; (g) SRT-6b and (h) ET-III space-filling model; all structures and models are minimum energy conformers. Structures are shown without explicit hydrogens, the space-filling models’ explicit hydrogens are white.
3.5 Role of Cys residues, sequence shortening, and miniaturized ET: Dissection of the big ET
The big ET sequence of 38 AA was miniaturized to smaller 21 AA sequence to render the required biological activity. The elicitation is naturally possible after cleavage of the Trp–Val (21–22 AAs) bond by protease enzyme, and the biological activity is dependent on the cleavage process, and proceeds as the intermediate action, which is facilitated physico-chemically. Interestingly, the 22–38 AA sequence for human ET-I contains no Cys residue. The small ETs sequence stabilize them by attaching to other ligand through physical interactions, which provides physiochemical changes necessary to elicit the biological response when interacting with the receptor. However, it was also decided to take an approach to find the minimum sequence possible for the ET-I on the 21 AA sequence, and permute and combine sequences for finding a smaller possible sequence to entail the 16–21 AA residues to it, and produce a mini ET sequence equivalent to ET-I as a template by inducing the sequence optimization as described in structure dissecting approach. The energy diagram, electrostatic potential, and other comparative molecular attributes were also predicted.
3.6 Cavity modeling, Cys–Cys bonds, hydrogen bondings: Evolution of electronically active part
The backbone comprising the α-carbons of the AAs and the amide bonds were modeled for their minimum energy conformation (MEC) energy conformations based geometric orientations (Figure 4). All the 21 AAs produced a tailed cavity and AAs 1–15 were part of the cavity (Figure 4c), while the tail sequence AA 16–21 were not in the cavitation, and the atoms on the backbone are visualized in Figure 5. The structural stacking (overlaps) and geometric changes were facilitated by the energy requirements, and the Cys–Cys bondings of the ET-I molecule (Figure 6), hydrogen bonding effects, and internal axes from 1–2 and 3–4 showing the atoms and the residues distribution ratio in the ET-I molecule along the back-bone (shown as broken lines other than the hydrogen-bondings), played a part in the compartmentalization. The distribution along the axes 1–2 and 3–4 indicated that the ET-I tail (AA 16–21) together with AAs positioned at 13,14, and 15 forms the distinct distribution part as equal weightage with the counterpart of the distribution, the two Cys–Cys cyclizations (AA 1–15 and 3–11) and the residue 12 (Figure 7). The exclusivity of the chain is also exhibited in the electrostatic potential and total charge distribution (Figure 8), which is localized in the non-tail part of the ET-I structure. This also may help to refute the notion of the cyclic part (AA 1–15) being inactive as this part has more pronounced electron density, charge distribution, and consequently prone to chemical/biochemical interaction with energy requirements to be active.

Endothelin, ET-I; (a and b) back-bone models (no S–S bonds); (c) a cavity-like loop formed between AA 1–15 where in AA 16–21 are not participating in the loop formation (all structures are at minimum energy conformations MEC, optimized geometry).

ET-I model backbone views; (a) backbone holding the side structures, loop area, and backbone atoms seen in green color; (b) backbone as ball-model holding the residues; (c) residue atoms distribution around backbone’s green model.

ET-I Models and S–S bonds formation: (a) ET-I model cyclized between AA, Cys–Cys at 1–15, and 3–11 of sulfur residues (yellow connections), cyclization bonding shown as two yellow lines; (b) an energy minimized model of A after 5,100 cycles, Monte-Carlo simulations, the S–S bond lengths reduced and two cyclic loops generated.

ET-I model without explicit hydrogens and S–S bonds; (a) ET-I model, MEC; (b) AA residues identified after cyclization between AA Cys–Cys 1–15 and Cys–Cys 3–11; (c) facilitated hydrogen-bondings between residues, shown as broken white lines; (d) atoms and residues distribution weightage shown along the dotted lines on the internal axes from 1–2 and 3–4 of other than hydrogen-bondings broken lines of the residues (for hydrogen-bondings refer to model c).

ET-I: electrostatic potential and charge density; (a) electrostatic potential on the ET-I molecule after dual cyclization, a 2D representation; (b) total charge density presented as 2D contours, dense lines represent strong influences.
3.7 Prototypical template, sequence analysis, and replaceable tail: Generation of new chemical entity
The ETs without tails are a bicyclic structure identified as cyclic structures, A and B, with S–S bonds between two Cys units at positions 3 and 11, and at positions 1 and 15, together with the interconnecting atoms and bonds of the peptidic structure between them. One cyclic unit contains 8 AAs identified as sequence Cys1–Ser–Cys3–Cys11–Val–Tyr–Phe–Cys15 with S–S bonds between AA 1 and 15, and AA 3 and 11. The other unit constituted of 9 AAs identified as a sequence Cys3–Ser–Ser–Leu–Met–Asp–Lys–Glu–Cys11 with S–S bonds between 3 and 11. The two structures are deduced after Cys3 and Cys11 positions taken as common between both the cyclic parts. The addition of tail from either ETs, or from the SRT-6b provided two mini ET prototypical templates. Another combination making an interesting structural subtype for the monocyclic mini ET ring is produced by the modeling of ET-I, which constituted 12 AAs identified in sequence as Cys3–Cys11–Val12–Tyr13–Phe14–Cys15–His16–Leu17–Asp18–Ile19–Ile20–Trp21 incorporating the hexapeptide tail with AAs from 16–21 with Cys–Cys S–S bond between AA at positions 3 and 11. In an attempt to partially open the ET-I structure, the AA linkages between AAs at positions 3 and 4 were cleaved to give rise to two tail like structures linked to AAs 11 and 15.
The original hexapeptide side chain was intact in its attachment to the Cys15 AA as viewed on the ET-I models. The additional side chain thus generated contained AA Ser4 to Glu10 linked sequentially, and joined to the monocyclic structure at Cys11. Thus, the monocyclic ring comprised of AA Cys1–Ser2–Cys3–Cys11–Val12–Tyr13–Phe14–Cys15. The shortening of the cyclic sub-structure contained the AA identified in the backbone of ET-I, where side chain is tail-ender in both the cases. However, an analysis on the majority of the occurrences of AA in ET-I revealed that the Cys (at 4 positions, i.e., 1, 3, 11, and 15) is the most common AA followed by the Ser(3), Leu(2), Asp(2), and Ile(2) where Ile, found 2 times, is specific to the hexapeptide tail chain. The sequence derived could be Cys–Ser–Leu–Asp–Cys conjoined by S–S bond between first and last Cys residues. A 3D analysis of ET-I showed the concentration of aromatic ring containing AA in one domain probably facilitating the binding [78]. The sequence can be modified to include the hexapeptide chain with the most common AA sequence Cys–Ser–Leu–Asp–Cys and with the sequence Cys–Ser–Leu–Asp–Cys–Ileu, although the change in hexapeptide constitution is not favorable and is not recommended keeping in view of the homology with other ETs tails (AA 16–21), i.e., ET-II, and ET-III.
The differential biological activity of ET-II and ET-III are different and their receptor affinity separate with ET-II have certain cross-affinity. The fact that the ET-II has only two different AAs (Trp at 6, and Leu at position 7) as compared with the ET-I, while the ET-III have a total of 6 different AAs, of which all the 6 are of the non-tail part, and localized in the cyclic structure part of the ET-III, as compared to the ET-I. The AA differentiation has contributory roles in the receptor affinity of the three distinct ETs, through the interactions at the molecular and atomic levels. The AA occurrence criteria and repeating sequence observations for these AA provided Cys–Ser–Trp–Leu–Asp–Cys as the other template for ET-II with the common ETs hexapeptide side chain (AA 16–21) attached. The Cys–Ser–Trp–Leu–Asp–Cys–Ile is the other sequence analyzed for its analogy for the ET-II sequence shortening as a ligand for probably being binding facilitator. The ET-III analysis produced the AA sequences Cys–Thr–Phe–Tyr–Lys–Cys, Cys–Thr–Phe–Tyr–Lys–Asp–Cys and Cys–Thr–Phe–Tyr–Lys–Asp–Cys–Ile with the common hexapeptide chain where both the Cys’ are joined by S–S bonds to give the monocyclic structures. The energy profile and conformational analysis put the sequences in similar category of physico-chemical parameters. The AAs Asp and Ile in the proposed common AA-based sequences can be deleted in lieu of the hexapeptide chain attachment. The extra Cys was provided for the S–S linkage. The SRT-6b hexapeptide tail is also an important sequence moiety needing evaluation in the changed structural domains, and in the sequence shortening exercise with the detailed biological evaluation for these sequences is necessary in future.
3.8 Cys AA combinations and further shortening of the ETs: New and shortened sequences
The Cys combinations can be tried for further shortening of the long sequences of the ETs. The first approach was keeping the Cys residues as Cys1–Ser2–Cys3–Cys11–Cys15 with S–S bonds between Cys1–Cys15 and Cys3–Cys11 with the hexapeptide tail from the ETs. The further shortening can give Cys–Ser–Cys with S–S bonds between both the Cys residues, and any one of the Cys residues attaching the common hexapeptide side chain from the ETs. The sequence for ET-I and SRT-6b based moiety will be of interest to compare as there exists lesser commonality between them. The ET-III have different AA sequences than the ET-I, whereby the ET-III differs in a total of six AAs and all of them are in the non-tail part of the structure. The ET-III is also considerably different in its AA constituents as compared to the ET-II molecule. The structural differences speak for the varying molecular properties, QSAR values (Table 1), and consequently the differences in the receptor type affinity. The ET-III was distinctly different than the ET-I, and seemingly was more close to the SRT-6B structure. The AA commonality and differences, and their respective physico-chemical evaluation, and biological activity response profile as well as the effects of the shortened sequences are worth deliberating. The ET-I sequence in another combination approach provided Cys3–Cys11–Val12–Tyr13–Phe14–Cys15 and Cys∀–Val12–Tyr13–Phe14–Cys15 with S–S bonds between Cys residues in analogy to the ET-I (Cys1–Cys15, Cys3–Cys11), between Cys1–Cys15, between Cys3–Cys15, and between Cys3–Cys11 as derived from the ET-I sequence with the hexapeptide attached. The changeover of the S–S bond relationship in ET-I to Cys1–Cys11 and Cys3–Cys15 provided the sequence as Cys–Cys–Cys-hexapeptide tail, and Cys–Ser–Cys–Cys-hexapeptide tail with feasible S–S bonds between the Cys residues. The non-hydrophilic AA in lieu of Cys residue in S–S linkage cross-over model can also be tried. The AAs can be Ala, Val, Leu, and Pro.
The cyclic part of the ET-I will give the Cys–Ser–Val–Tyr–Phe–Cys, Ser–Cys–Val–Tyr–Phe–Cys, Cys–Tyr–Phe–Cys from the substructure Cys1–Ser2–Cys3–Cys11–Val12–Tyr13–Phe14–Cys15 and Cys–Ser–Leu–Met–Asp–Lys–Glu–Cys, Ser–Leu–Met–Asp–Cys–Glu with S–S bonds between terminal Cys, and amide linkage in last example between Cys and Glu from the ET-I substructure Cys3–Ser4–Ser5–Leu6–Met7–Asp8–Lys9–Glu10–Cys11. The hexapeptide chain from ETs and SRT-6b as tail attachments at the carboxyl and N-terminal have also been analyzed for their molecular attributes and conformational analysis. The dissecting approach to ET-I producing various shorter peptides is depicted in Figure 9. The generated structures, S1–S18, were estimated for their molecular and QSAR properties (Table 2). The electrostatic potential and charge density were observed as high, moderate, and low in nature based on their intensity expressed as eccentric lines in high, low, and medium densities with localizations/distributions on the structures. Among the high exhibits of the electrostatic potentials were the structures S1, S4, S5, S8, S9, S12, S13, S14, S15, S16, and S17, Bosentan, Mecitentan, and other antagonists, e.g., BQ-123, 485, and 788, while the medium were S2, S6, S7, S10, S11, and S18, and the low was S3. The charge intensity and localizations were high in S1, S6, S9, S10, S12, and S14, and medium levels were exhibited by S2, S4, S15, and S18, and Bosentan, Mecitentan, and other antagonists, while the low levels of the charge density were found in the structures S2, S3, S5, S7, S8, S10, S11, S13, S16, and S17. A closer look favored the high electrostatic potential with low to moderate/medium levels of charge density. This favored the structures S4 and S15, while other considerations were made to include other structures too (Figure 10).

ET-I: structure dissecting approach, all AAs represented by a number are continuous natural chain of ET-I unless stated in the figure, all Cys–Cys S–S bonds are straight lines unless otherwise stated; for figures S16, and S17, the broken lines represent the S–S bonds between the two Cys residues, Cys3–Cys15.
Molecular attributes and QSAR properties of the ETs and SRT-6b derived structures (S1–S18)
| Molecular properties | S1 | S2 | S3 | S4 | S5 |
|---|---|---|---|---|---|
| Molar refractivity | 442.55 | 447.39 | 431.31 | 251.82 | 458.17 |
| Molar volume | 1,378.50 | 1,195.65 | 1,247.20 | 677.65 | 1,243.95 |
| Log P | 1.14 | 0.71 | 0.28 | −1.49 | 3.46 |
| Hydration energy | −38.37 | −39.87 | −44.08 | −17.37 | −31.34 |
| Parachor | 3,637.90 | 3,668.60 | 3,550.14 | 2,036.50 | 3,733.86 |
| Index of refraction | 1.555 | 1.671 | 1.608 | 1.665 | 1.6580 |
| Surface tension | 48.4.0 | 88.65 | 65.63 | 81.55 | 81.15 |
| Density | 1.283 | 1.48 | 1.370 | 1.45 | 1.41 |
| Polarizability | 175.44 | 177.36 | 170.98 | 99.83 | 181.63 |
| RBDE | 33 | 32 | 31 | 17 | 33 |
| Molecular properties | S6 | S7 | S8 | S9 | S10 |
|---|---|---|---|---|---|
| Molar refractivity | 606.76 | 468.86 | 371.14 | 287.85 | 494.28 |
| Molar volume | 1,819.20 | 1,428.60 | 1,098.80 | 862.10 | 1,463.30 |
| Log P | 7.72 | 6.12 | 5.84 | 1.06 | 4.02 |
| Hydration energy | −48.67 | 14.51 | −27.06 | −19.09 | −44.63 |
| Parachor | 4,992.66 | 3,892.26 | 3,019.96 | 2,460.66 | 4,157.90 |
| Index of refraction | 1.581 | 1.570 | 1.590 | 1.582 | 1.590 |
| Surface tension | 56.70 | 55.03 | 57.00 | 66.33 | 65.13 |
| Density | 1.296 | 1.292 | 1.282 | 1.395 | 1.353 |
| Polarizability | 240.54 | 185.87 | 147.13 | 114.11 | 195.95 |
| RBDE | 46 | 34 | 30 | 14 | 30 |
| Molecular properties | S11 | S12 | S13 | S14 | S15 |
|---|---|---|---|---|---|
| Molar refractivity | 425.75 | 632.19 | 426.75 | 633.10 | 625.33 |
| Molar volume | 1,252.7 | 1,853.90 | 1,152.55 | 1,715.35 | 2,000.50 |
| Log P | 0.67 | 5.66 | 0.02 | −3.31 | −2.27 |
| Hydration energy | −45.12 | −49.51 | −44.18 | −46.28 | −36.44 |
| Parachor | 3,561.06 | 5,258.34 | 3,530.46 | 5,227.66 | 5,179.76 |
| Index of refraction | 1.595 | 1.597 | 1.662 | 1.659 | 1.537 |
| Surface tension | 65.20 | 64.70 | 88.05 | 86.25 | 44.90 |
| Density | 1.369 | 1.345 | 1.48 | 1.45 | 1.236 |
| Polarizability | 168.78 | 250.62 | 169.18 | 250.98 | 247.90 |
| RBDE | 26 | 42 | 27 | 43 | 44 |
| Molecular properties | S16 | S17 | S18 | ET-Tail (AA16–21) | SRT-6b-Tail (AA16–21) |
|---|---|---|---|---|---|
| Molar refractivity | 423.06 | 629.50 | 423.06 | 209.95 | 204.29 |
| Molar volume | 1,355.8 | 1,957.0 | 1,355.8 | 622.13 | 589.53 |
| Log P | −1.09 | 3.86 | 5.76 | 4.54 | 1.72 |
| Hydration energy | −39.95 | −37.50 | −56.19 | −14.46 | −19.11 |
| Parachor | 3,530.40 | 5,227.6 | 3,530.4 | 1,721.7 | 1,678.94 |
| Index of refraction | 1.536 | 1.556 | 1.536 | 1.590 | 1.609 2 |
| Surface tension | 45.90 | 50.9 | 45.9 | 58.60 | 65.73 |
| Density | 1.264 | 1.273 | 1.264 | 1.279 | 1.351 |
| Polarizability | 167.71 | 249.55 | 167.71 | 83.23 | 80.99 |
| RBDE | 27 | 43 | 27 | 16 | 17 |


ET-I derived structures; structures of: (a) S1 (AA 1–15 and 3–11 Cys–Cys S–S bonds) and (b) S1 space-filling model; unusual Cys–Cys bonds (AA 1–11 and 3–15 Cys–Cys) models; (c) S16 and (d) S16 space-filling model; (e) S17 (AA 1–11 and 3–15 Cys–Cys S–S bonds) and (f) S17 space-filling model; (g) S18 (AA 1–15 and 3–11 Cys–Cys S–S bonds and the Tail chain AA 16–21 is attached as reversed sequence, AA 21–16 = Tyr–Ile–Ile–Asp–Leu–His), and (h) S18 space-filling model. All structures are shown without explicit hydrogens, the models’ explicit hydrogens are white.
3.9 Characteristics of the tail chain (AA 16–21) of ETs and SRT-6b
The ETs common tail (Figure 11) chain comprising the hexapeptide (AA 16–21, His–Leu–Asp–Ile–Ile–Trp, HLDIIW, single letter code sequence) and the SRT-6b hexapeptide (AA 16–21, His-Gln–Asp–Val–Ile–Trp, HQDVIW) were compared for their molecular properties and the QSAR values (Table 2). The major differences in the properties were observed in the log P values (ETs chain: 4.54 and SRT-6B chain: 1.72), hydration energies (ETs chain: −1,446 kcal/mol and SRT-6b chain: −1,911 kcal/mol), and molar volume (ETs chain: 622.13 Å303 and SRT-6b chain: 589.53 Å3)

Tail chain structures (AA 16–21); (a) ETs tail chain structure (without explicit hydrogens shown); (b) ETs chain structure space-filling model; (c) SRT-6b chain structure (without explicit hydrogen atoms shown); (d) SRT-6b chain structure space-filling model.
The mutation approach of replacing the AA were utilized to further dwell upon the characteristic changes in the substructures and ETs (ET-I, II, and III) were provided with the SRT-6b tails (AA 16–21, His-Gln–Asp–Val–Ile–Trp), as well as the SRT-6b was attached with the replaced tail of the ETs. The QSAR and molecular properties estimation (Table 3) showed that the ET-III and SRT-6b produced characteristics in the same range, while the ET-I and ET-II were of the same league in their molecular properties, especially the log P and hydration energy together with the refractivity. The mutant structures have also been designed and some of the mutant points for ETs have been identified through NMR analysis and that confirms the existence of mutants [79].
ETs hexapeptide tails mutation: SPR observations
| Molecular properties | ET-I (AA 1–15) with SRT-6b Tail (AA 16–21) | ET-II (AA 1–15) with SRT-6bTail (AA 16–21) | ET-III (AA 1–15) with SRT-6b Tail (AA 16–21) | SRT-6b (AA 1–15) with ETs-Tail (AA 16–21) |
|---|---|---|---|---|
| Molar refractivity | 209.95 | 204.29 | 608.83 | 622.67 |
| Molar volume | 622.13 | 589.53 | 1,537.44 | 1,994.94 |
| Log P | 4.54 | 4.72 | 5.10 | 5.45 |
| Hydration energy | −14.46 | −19.11 | −57.35 | −54.80 |
| Polarizability | 83.23 | 80.99 | 254.07 | 254.15 |
3.10 Comparative study of the properties: Antagonists evaluation
The molecular properties and the QSAR values estimation of the model ET-I antagonists, Bosentan, Mecitentan (Figure 12), BQ-123, BQ-485, and BQ-788 were carried out (Table 4).

Structures of the ET-I antagonists: (a) Bosentan (without explicit hydrogens); (b) Bosentan space-filling model; (c) Mecitentan; and (d) Mecitentan space-filling model.
Molecular and QSAR properties of the known ET-I antagonists
| Molecular properties | Bosentan | Macitentan | BQ-123 | BQ-485 | BQ-788 |
|---|---|---|---|---|---|
| Molar refractivity | 143.69 | 125.55 | 155.26 | 173.91 | 165.21 |
| Molar volume | 416.0 | 351.2 | 618.79 | 592.10 | 762.95 |
| Log P | 1.06 | 3.21 | 4.67 | 3.26 | 6.96 |
| Hydration energy | −13.49 | −2.61 | −6.38 | −4.41 | 0.28 |
| Polarizability | 56.96 | 49.77 | 63.81 | 70.47 | 65.35 |
The studied antagonists have a range of log P values, hydration energies from lowest (−6.38 kcal/mol) to highest (0.28 kcal/mol) and differing molecular sizes. The values have importance in their range which entails that the very high molecular and QSAR property values are for the high molecular weight (MW) products, and that the low MW products designed on the ETs structural analysis can also be potent and selective based on the SPR relationship when compared with the known antagonists.
However, for the designated products and the ETs, there were ranges of log P from 4–9 and hydration energies between 40 and 60 kcal/mol that were observed for the ETs structures. The designed chemical entities were expected to fall in this range for probable bioactivity as ET-I antagonist. Nonetheless, the log P values and the hydration energies were in the ranges of 1–7 and −13.50–0.28 kcal/mol, respectively, for the known antagonists (Table 4). The ET-I derived and designed compounds were expected to exhibit these value ranges. Some of the designed structures, S1–S4, were near in the desired geometric shape and size range in accordance with the antagonistic molecules, while the structures S16–18 were near to the ET-I. The structures, S5–S12, were in the intermediate ranges of the size and shape as compared to the ET-I. The QSAR and the molecular properties comparison also indicated these preferences, and the structures, S2, S4, S11, S14, S15, and S16, seemed near the mother ET, ET-I, in comparative outcome of the analysis, although the variations in the properties were pronounced as compared to the molecular shape, size, and the presence of double bonds equivalents, together with the other properties of parachor, hydration energy, polarizability, etc. (Table 2).
3.11 Vesiculation: A plausible approach
The functions and transport of different biomolecules may require nano-vesiculation that is considered safe for transport, stability, and supposedly works as dynamic entity to perform physiological functions of inherent and dictated nature at the transported site. Protection against cytosolic calcium ions overload in cellular stress conditions and cell injury are also known to be maneuvered through vesiculaation at nanoscale of the membranes. A rapid vesiculation of peptidic molecules have also been suggested. The surroundings, structural, and physico-chemical properties led compartmentalization due to selective constrictions in the structural network producing reduced volume of the structure may further tend to minimize size and molecular weight and geometry characteristics leading towards generation of vesiculation. The structural compartmentalization, compartments of geo-spatial changes, seemed to be an outcome of several factors, including asymmetric presence of calcium ion [80,81,82,83]. The interconnected open structural parts formed as the final, or intermediate shape as tubular entities, which enables the free diffusion of proteins and calcium ions [84] can be a format for structural change. Nonetheless, the structural integrity and intrinsic characteristics to retain and preserve the primary structure puts the peptidic molecules in an altered and preferred shape, a vesicle, or a hollow spherical cage retaining some ions, water, and other surrounding small molecular weight entities [85,86,87,88,89,90,91,92]. These vesicles can be nano-sized based on the peptidic structure size and molecular weight, as well as their proneness to be nano as dictated by the molecular and physico-chemical interactions, and the role of surroundings and surface in contact. The growing nanostructures may go through the compartmentalization of the molecular area based on their physical interactions towards a tube-like structure, or a cavitation to give the supramolecular structure of assembled peptidic structures of diminished size which are prone to more intense, multi-cornered interactions and that may tend to be rounding and layering through assembly and collection of many peptidic structures with their irregular and haphazard interactions among themselves to produce an ultimate vesicular form [81].
Additionally, the factors which tend to vesiculize the peptidic structures, including surface interactions within itself and other entities, especially of lipidic nature, hydrogen-bonding and presence of hydrophobic groups and their interactions, energy requirements, initiation to geometrical prototype development and dip for curvature, compartmentalization, backbone layering of the molecular templates under the influence of physico-chemical forces, and interactions as peptide nanostructures lead through endogenously self-initiated, and self-assembled, and contributed by the thiol reactivity of proteinic cysteines are suggested [93,94]. However, the self-assembly in lipidic surroundings preferentially led to small nano-disk formation of the polypeptide molecules, and the nano-disks are thermodynamically favorable [95,96]. Experimentally, as recently reported [97,98], the surface roughness retards the molecular stretching, and geometric folding to provide diminished crystallinity for certain polymeric nanostructures, and any untoward attempt to crystallize the peptidic structure seemingly leads to vesicle formation with the growth of the nano-mass till its critical/threshold size is reached, also controlled by the factors of surface, surroundings, and intrinsic physico-chemical interactions of the developing nano-structure. The interactive, interfacial assembled peptides are prone to vesiculation which is suggested to be either generated through formation of nano-disks which comparatively are more energy preferred [89,99–101], or alternatively through different route. The protein-based structures follow the lead of the other self-assembled bio-nanostructures, e.g., DNA and RNA. The self-assembled virus complex encapsulate and transport the viral DNA for host cell delivery. The natural polypeptides of 20 AAs with differing properties, and a minimum of 4 structurally similar nucleotides have been found to introduce towards forming the nanostructures [102]. Vesicular shapes self-assembled from folded and globular protein molecules, and under aqueous media, as well as thermally-triggered self-assembled vesicles with roles from different factors, including the interfacial interactions among the polymeric structures that is strong for lipidic vesicles preparation, and the other parameters, i.e., phase transition, hydrogen bonding, hydrophilicity, electrostatic repulsion, hydrophobic interactions, changes in the surface area of the layer, and lateral pressure in initiating the vesiculation have also been suggested [103–105].
The vesiculation steps are predicted based on the physico-chemical interactions, surroundings, and resultant structural changes [86] including generation of passage for transport, or other activities. These activities may happen within seconds to provide needed passage, protection, and lead to the formation of different shapes, preferably as a vesicle, or a spherical cage (Figure 13) [87–105]. The energy in solvation, hydrophilic attractions, systemic and cellular components interactions, repetitions in structure, presence of ions, zwitterionic and dipolar nodes, and size-limitation (nano-cut) at structural/atomic scales, and the stability requirements catapult the longer biopolymeric structures to nano-shaping.

Plausible approach to nano-vesiculation; (a) surface interaction; (b) interfacial activity; (c) single-dimension interaction; (d) another dimension based interaction and structural motifs assembly; (e) increased interaction; (f) twisting of the structural motifs’ direction; (g–i) multi-directional increased movements and interactions; (j) lateral compression of the assembled structural motifs; (k) compression leading to volume reduction, and counter-compression yielding to increased interfacial interactions, and further compression and reduction of volume; (l) formation of a prototypical nano-vesicle, entrapping ions, water molecule, and small molecular weight entities.
4 Conclusion and prospects
ETs and SRT-6b structural analyses generated sequences of shorter AA lengths with the molecular attributes and QSAR properties, of which some matching the original ET sequence. Certain sequences were in silico generated through different approaches of molecular analysis which showed promising molecular properties at par with the mother ET which can be developed to be utilized as ET antagonist. More advanced functional analysis of ETs structures’ through various approaches and methodology and synthesis of the ETs-derived structures awaits, which is not only for evaluating additional pharmacological studies using the specifically designed ET antagonists, but also generation of genetically altered animal models for testing, especially rodents, owing to the feasibility and observations that the majority of ET-based design and biotesting studies have been performed on the rodent models. The bioactivity evaluation as an approach where conditional loss-of-biofunction(s) and gain-of-biofunction(s) manipulations to check the hypothesis is desired. Studies in feasibility, mechanism, process, and simulations for vesiculation of ETs, including big ET, together with their property and biofunctions need to be experimentally studied.
Acknowledgements
The authors thank their colleagues for helpful discussions.
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Funding information: The authors state no funding involved.
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Author contributions: All authors have accepted responsibility for the entire content of this manuscript and approved its submission.
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Conflict of interest: The authors state no conflict of interest.
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- Core–shell heterostructured composites of carbon nanotubes and imine-linked hyperbranched polymers as metal-free Li-ion anodes
- A Galerkin strategy for tri-hybridized mixture in ethylene glycol comprising variable diffusion and thermal conductivity using non-Fourier’s theory
- Simple models for tensile modulus of shape memory polymer nanocomposites at ambient temperature
- Preparation and morphological studies of tin sulfide nanoparticles and use as efficient photocatalysts for the degradation of rhodamine B and phenol
- Polyethyleneimine-impregnated activated carbon nanofiber composited graphene-derived rice husk char for efficient post-combustion CO2 capture
- Electrospun nanofibers of Co3O4 nanocrystals encapsulated in cyclized-polyacrylonitrile for lithium storage
- Pitting corrosion induced on high-strength high carbon steel wire in high alkaline deaerated chloride electrolyte
- Formulation of polymeric nanoparticles loaded sorafenib; evaluation of cytotoxicity, molecular evaluation, and gene expression studies in lung and breast cancer cell lines
- Engineered nanocomposites in asphalt binders
- Influence of loading voltage, domain ratio, and additional load on the actuation of dielectric elastomer
- Thermally induced hex-graphene transitions in 2D carbon crystals
- The surface modification effect on the interfacial properties of glass fiber-reinforced epoxy: A molecular dynamics study
- Molecular dynamics study of deformation mechanism of interfacial microzone of Cu/Al2Cu/Al composites under tension
- Nanocolloid simulators of luminescent solar concentrator photovoltaic windows
- Compressive strength and anti-chloride ion penetration assessment of geopolymer mortar merging PVA fiber and nano-SiO2 using RBF–BP composite neural network
- Effect of 3-mercapto-1-propane sulfonate sulfonic acid and polyvinylpyrrolidone on the growth of cobalt pillar by electrodeposition
- Dynamics of convective slippery constraints on hybrid radiative Sutterby nanofluid flow by Galerkin finite element simulation
- Preparation of vanadium by the magnesiothermic self-propagating reduction and process control
- Microstructure-dependent photoelectrocatalytic activity of heterogeneous ZnO–ZnS nanosheets
- Cytotoxic and pro-inflammatory effects of molybdenum and tungsten disulphide on human bronchial cells
- Improving recycled aggregate concrete by compression casting and nano-silica
- Chemically reactive Maxwell nanoliquid flow by a stretching surface in the frames of Newtonian heating, nonlinear convection and radiative flux: Nanopolymer flow processing simulation
- Nonlinear dynamic and crack behaviors of carbon nanotubes-reinforced composites with various geometries
- Biosynthesis of copper oxide nanoparticles and its therapeutic efficacy against colon cancer
- Synthesis and characterization of smart stimuli-responsive herbal drug-encapsulated nanoniosome particles for efficient treatment of breast cancer
- Homotopic simulation for heat transport phenomenon of the Burgers nanofluids flow over a stretching cylinder with thermal convective and zero mass flux conditions
- Incorporation of copper and strontium ions in TiO2 nanotubes via dopamine to enhance hemocompatibility and cytocompatibility
- Mechanical, thermal, and barrier properties of starch films incorporated with chitosan nanoparticles
- Mechanical properties and microstructure of nano-strengthened recycled aggregate concrete
- Glucose-responsive nanogels efficiently maintain the stability and activity of therapeutic enzymes
- Tunning matrix rheology and mechanical performance of ultra-high performance concrete using cellulose nanofibers
- Flexible MXene/copper/cellulose nanofiber heat spreader films with enhanced thermal conductivity
- Promoted charge separation and specific surface area via interlacing of N-doped titanium dioxide nanotubes on carbon nitride nanosheets for photocatalytic degradation of Rhodamine B
- Elucidating the role of silicon dioxide and titanium dioxide nanoparticles in mitigating the disease of the eggplant caused by Phomopsis vexans, Ralstonia solanacearum, and root-knot nematode Meloidogyne incognita
- An implication of magnetic dipole in Carreau Yasuda liquid influenced by engine oil using ternary hybrid nanomaterial
- Robust synthesis of a composite phase of copper vanadium oxide with enhanced performance for durable aqueous Zn-ion batteries
- Tunning self-assembled phases of bovine serum albumin via hydrothermal process to synthesize novel functional hydrogel for skin protection against UVB
- A comparative experimental study on damping properties of epoxy nanocomposite beams reinforced with carbon nanotubes and graphene nanoplatelets
- Lightweight and hydrophobic Ni/GO/PVA composite aerogels for ultrahigh performance electromagnetic interference shielding
- Research on the auxetic behavior and mechanical properties of periodically rotating graphene nanostructures
- Repairing performances of novel cement mortar modified with graphene oxide and polyacrylate polymer
- Closed-loop recycling and fabrication of hydrophilic CNT films with high performance
- Design of thin-film configuration of SnO2–Ag2O composites for NO2 gas-sensing applications
- Study on stress distribution of SiC/Al composites based on microstructure models with microns and nanoparticles
- PVDF green nanofibers as potential carriers for improving self-healing and mechanical properties of carbon fiber/epoxy prepregs
- Osteogenesis capability of three-dimensionally printed poly(lactic acid)-halloysite nanotube scaffolds containing strontium ranelate
- Silver nanoparticles induce mitochondria-dependent apoptosis and late non-canonical autophagy in HT-29 colon cancer cells
- Preparation and bonding mechanisms of polymer/metal hybrid composite by nano molding technology
- Damage self-sensing and strain monitoring of glass-reinforced epoxy composite impregnated with graphene nanoplatelet and multiwalled carbon nanotubes
- Thermal analysis characterisation of solar-powered ship using Oldroyd hybrid nanofluids in parabolic trough solar collector: An optimal thermal application
- Pyrene-functionalized halloysite nanotubes for simultaneously detecting and separating Hg(ii) in aqueous media: A comprehensive comparison on interparticle and intraparticle excimers
- Fabrication of self-assembly CNT flexible film and its piezoresistive sensing behaviors
- Thermal valuation and entropy inspection of second-grade nanoscale fluid flow over a stretching surface by applying Koo–Kleinstreuer–Li relation
- Mechanical properties and microstructure of nano-SiO2 and basalt-fiber-reinforced recycled aggregate concrete
- Characterization and tribology performance of polyaniline-coated nanodiamond lubricant additives
- Combined impact of Marangoni convection and thermophoretic particle deposition on chemically reactive transport of nanofluid flow over a stretching surface
- Spark plasma extrusion of binder free hydroxyapatite powder
- An investigation on thermo-mechanical performance of graphene-oxide-reinforced shape memory polymer
- Effect of nanoadditives on the novel leather fiber/recycled poly(ethylene-vinyl-acetate) polymer composites for multifunctional applications: Fabrication, characterizations, and multiobjective optimization using central composite design
- Design selection for a hemispherical dimple core sandwich panel using hybrid multi-criteria decision-making methods
- Improving tensile strength and impact toughness of plasticized poly(lactic acid) biocomposites by incorporating nanofibrillated cellulose
- Green synthesis of spinel copper ferrite (CuFe2O4) nanoparticles and their toxicity
- The effect of TaC and NbC hybrid and mono-nanoparticles on AA2024 nanocomposites: Microstructure, strengthening, and artificial aging
- Excited-state geometry relaxation of pyrene-modified cellulose nanocrystals under UV-light excitation for detecting Fe3+
- Effect of CNTs and MEA on the creep of face-slab concrete at an early age
- Effect of deformation conditions on compression phase transformation of AZ31
- Application of MXene as a new generation of highly conductive coating materials for electromembrane-surrounded solid-phase microextraction
- A comparative study of the elasto-plastic properties for ceramic nanocomposites filled by graphene or graphene oxide nanoplates
- Encapsulation strategies for improving the biological behavior of CdS@ZIF-8 nanocomposites
- Biosynthesis of ZnO NPs from pumpkin seeds’ extract and elucidation of its anticancer potential against breast cancer
- Preliminary trials of the gold nanoparticles conjugated chrysin: An assessment of anti-oxidant, anti-microbial, and in vitro cytotoxic activities of a nanoformulated flavonoid
- Effect of micron-scale pores increased by nano-SiO2 sol modification on the strength of cement mortar
- Fractional simulations for thermal flow of hybrid nanofluid with aluminum oxide and titanium oxide nanoparticles with water and blood base fluids
- The effect of graphene nano-powder on the viscosity of water: An experimental study and artificial neural network modeling
- Development of a novel heat- and shear-resistant nano-silica gelling agent
- Characterization, biocompatibility and in vivo of nominal MnO2-containing wollastonite glass-ceramic
- Entropy production simulation of second-grade magnetic nanomaterials flowing across an expanding surface with viscidness dissipative flux
- Enhancement in structural, morphological, and optical properties of copper oxide for optoelectronic device applications
- Aptamer-functionalized chitosan-coated gold nanoparticle complex as a suitable targeted drug carrier for improved breast cancer treatment
- Performance and overall evaluation of nano-alumina-modified asphalt mixture
- Analysis of pure nanofluid (GO/engine oil) and hybrid nanofluid (GO–Fe3O4/engine oil): Novel thermal and magnetic features
- Synthesis of Ag@AgCl modified anatase/rutile/brookite mixed phase TiO2 and their photocatalytic property
- Mechanisms and influential variables on the abrasion resistance hydraulic concrete
- Synergistic reinforcement mechanism of basalt fiber/cellulose nanocrystals/polypropylene composites
- Achieving excellent oxidation resistance and mechanical properties of TiB2–B4C/carbon aerogel composites by quick-gelation and mechanical mixing
- Microwave-assisted sol–gel template-free synthesis and characterization of silica nanoparticles obtained from South African coal fly ash
- Pulsed laser-assisted synthesis of nano nickel(ii) oxide-anchored graphitic carbon nitride: Characterizations and their potential antibacterial/anti-biofilm applications
- Effects of nano-ZrSi2 on thermal stability of phenolic resin and thermal reusability of quartz–phenolic composites
- Benzaldehyde derivatives on tin electroplating as corrosion resistance for fabricating copper circuit
- Mechanical and heat transfer properties of 4D-printed shape memory graphene oxide/epoxy acrylate composites
- Coupling the vanadium-induced amorphous/crystalline NiFe2O4 with phosphide heterojunction toward active oxygen evolution reaction catalysts
- Graphene-oxide-reinforced cement composites mechanical and microstructural characteristics at elevated temperatures
- Gray correlation analysis of factors influencing compressive strength and durability of nano-SiO2 and PVA fiber reinforced geopolymer mortar
- Preparation of layered gradient Cu–Cr–Ti alloy with excellent mechanical properties, thermal stability, and electrical conductivity
- Recovery of Cr from chrome-containing leather wastes to develop aluminum-based composite material along with Al2O3 ceramic particles: An ingenious approach
- Mechanisms of the improved stiffness of flexible polymers under impact loading
- Anticancer potential of gold nanoparticles (AuNPs) using a battery of in vitro tests
- Review Articles
- Proposed approaches for coronaviruses elimination from wastewater: Membrane techniques and nanotechnology solutions
- Application of Pickering emulsion in oil drilling and production
- The contribution of microfluidics to the fight against tuberculosis
- Graphene-based biosensors for disease theranostics: Development, applications, and recent advancements
- Synthesis and encapsulation of iron oxide nanorods for application in magnetic hyperthermia and photothermal therapy
- Contemporary nano-architectured drugs and leads for ανβ3 integrin-based chemotherapy: Rationale and retrospect
- State-of-the-art review of fabrication, application, and mechanical properties of functionally graded porous nanocomposite materials
- Insights on magnetic spinel ferrites for targeted drug delivery and hyperthermia applications
- A review on heterogeneous oxidation of acetaminophen based on micro and nanoparticles catalyzed by different activators
- Early diagnosis of lung cancer using magnetic nanoparticles-integrated systems
- Advances in ZnO: Manipulation of defects for enhancing their technological potentials
- Efficacious nanomedicine track toward combating COVID-19
- A review of the design, processes, and properties of Mg-based composites
- Green synthesis of nanoparticles for varied applications: Green renewable resources and energy-efficient synthetic routes
- Two-dimensional nanomaterial-based polymer composites: Fundamentals and applications
- Recent progress and challenges in plasmonic nanomaterials
- Apoptotic cell-derived micro/nanosized extracellular vesicles in tissue regeneration
- Electronic noses based on metal oxide nanowires: A review
- Framework materials for supercapacitors
- An overview on the reproductive toxicity of graphene derivatives: Highlighting the importance
- Antibacterial nanomaterials: Upcoming hope to overcome antibiotic resistance crisis
- Research progress of carbon materials in the field of three-dimensional printing polymer nanocomposites
- A review of atomic layer deposition modelling and simulation methodologies: Density functional theory and molecular dynamics
- Recent advances in the preparation of PVDF-based piezoelectric materials
- Recent developments in tensile properties of friction welding of carbon fiber-reinforced composite: A review
- Comprehensive review of the properties of fly ash-based geopolymer with additive of nano-SiO2
- Perspectives in biopolymer/graphene-based composite application: Advances, challenges, and recommendations
- Graphene-based nanocomposite using new modeling molecular dynamic simulations for proposed neutralizing mechanism and real-time sensing of COVID-19
- Nanotechnology application on bamboo materials: A review
- Recent developments and future perspectives of biorenewable nanocomposites for advanced applications
- Nanostructured lipid carrier system: A compendium of their formulation development approaches, optimization strategies by quality by design, and recent applications in drug delivery
- 3D printing customized design of human bone tissue implant and its application
- Design, preparation, and functionalization of nanobiomaterials for enhanced efficacy in current and future biomedical applications
- A brief review of nanoparticles-doped PEDOT:PSS nanocomposite for OLED and OPV
- Nanotechnology interventions as a putative tool for the treatment of dental afflictions
- Recent advancements in metal–organic frameworks integrating quantum dots (QDs@MOF) and their potential applications
- A focused review of short electrospun nanofiber preparation techniques for composite reinforcement
- Microstructural characteristics and nano-modification of interfacial transition zone in concrete: A review
- Latest developments in the upconversion nanotechnology for the rapid detection of food safety: A review
- Strategic applications of nano-fertilizers for sustainable agriculture: Benefits and bottlenecks
- Molecular dynamics application of cocrystal energetic materials: A review
- Synthesis and application of nanometer hydroxyapatite in biomedicine
- Cutting-edge development in waste-recycled nanomaterials for energy storage and conversion applications
- Biological applications of ternary quantum dots: A review
- Nanotherapeutics for hydrogen sulfide-involved treatment: An emerging approach for cancer therapy
- Application of antibacterial nanoparticles in orthodontic materials
- Effect of natural-based biological hydrogels combined with growth factors on skin wound healing
- Nanozymes – A route to overcome microbial resistance: A viewpoint
- Recent developments and applications of smart nanoparticles in biomedicine
- Contemporary review on carbon nanotube (CNT) composites and their impact on multifarious applications
- Interfacial interactions and reinforcing mechanisms of cellulose and chitin nanomaterials and starch derivatives for cement and concrete strength and durability enhancement: A review
- Diamond-like carbon films for tribological modification of rubber
- Layered double hydroxides (LDHs) modified cement-based materials: A systematic review
- Recent research progress and advanced applications of silica/polymer nanocomposites
- Modeling of supramolecular biopolymers: Leading the in silico revolution of tissue engineering and nanomedicine
- Recent advances in perovskites-based optoelectronics
- Biogenic synthesis of palladium nanoparticles: New production methods and applications
- A comprehensive review of nanofluids with fractional derivatives: Modeling and application
- Electrospinning of marine polysaccharides: Processing and chemical aspects, challenges, and future prospects
- Electrohydrodynamic printing for demanding devices: A review of processing and applications
- Rapid Communications
- Structural material with designed thermal twist for a simple actuation
- Recent advances in photothermal materials for solar-driven crude oil adsorption
Articles in the same Issue
- Research Articles
- Theoretical and experimental investigation of MWCNT dispersion effect on the elastic modulus of flexible PDMS/MWCNT nanocomposites
- Mechanical, morphological, and fracture-deformation behavior of MWCNTs-reinforced (Al–Cu–Mg–T351) alloy cast nanocomposites fabricated by optimized mechanical milling and powder metallurgy techniques
- Flammability and physical stability of sugar palm crystalline nanocellulose reinforced thermoplastic sugar palm starch/poly(lactic acid) blend bionanocomposites
- Glutathione-loaded non-ionic surfactant niosomes: A new approach to improve oral bioavailability and hepatoprotective efficacy of glutathione
- Relationship between mechano-bactericidal activity and nanoblades density on chemically strengthened glass
- In situ regulation of microstructure and microwave-absorbing properties of FeSiAl through HNO3 oxidation
- Research on a mechanical model of magnetorheological fluid different diameter particles
- Nanomechanical and dynamic mechanical properties of rubber–wood–plastic composites
- Investigative properties of CeO2 doped with niobium: A combined characterization and DFT studies
- Miniaturized peptidomimetics and nano-vesiculation in endothelin types through probable nano-disk formation and structure property relationships of endothelins’ fragments
- N/S co-doped CoSe/C nanocubes as anode materials for Li-ion batteries
- Synergistic effects of halloysite nanotubes with metal and phosphorus additives on the optimal design of eco-friendly sandwich panels with maximum flame resistance and minimum weight
- Octreotide-conjugated silver nanoparticles for active targeting of somatostatin receptors and their application in a nebulized rat model
- Controllable morphology of Bi2S3 nanostructures formed via hydrothermal vulcanization of Bi2O3 thin-film layer and their photoelectrocatalytic performances
- Development of (−)-epigallocatechin-3-gallate-loaded folate receptor-targeted nanoparticles for prostate cancer treatment
- Enhancement of the mechanical properties of HDPE mineral nanocomposites by filler particles modulation of the matrix plastic/elastic behavior
- Effect of plasticizers on the properties of sugar palm nanocellulose/cinnamon essential oil reinforced starch bionanocomposite films
- Optimization of nano coating to reduce the thermal deformation of ball screws
- Preparation of efficient piezoelectric PVDF–HFP/Ni composite films by high electric field poling
- MHD dissipative Casson nanofluid liquid film flow due to an unsteady stretching sheet with radiation influence and slip velocity phenomenon
- Effects of nano-SiO2 modification on rubberised mortar and concrete with recycled coarse aggregates
- Mechanical and microscopic properties of fiber-reinforced coal gangue-based geopolymer concrete
- Effect of morphology and size on the thermodynamic stability of cerium oxide nanoparticles: Experiment and molecular dynamics calculation
- Mechanical performance of a CFRP composite reinforced via gelatin-CNTs: A study on fiber interfacial enhancement and matrix enhancement
- A practical review over surface modification, nanopatterns, emerging materials, drug delivery systems, and their biophysiochemical properties for dental implants: Recent progresses and advances
- HTR: An ultra-high speed algorithm for cage recognition of clathrate hydrates
- Effects of microalloying elements added by in situ synthesis on the microstructure of WCu composites
- A highly sensitive nanobiosensor based on aptamer-conjugated graphene-decorated rhodium nanoparticles for detection of HER2-positive circulating tumor cells
- Progressive collapse performance of shear strengthened RC frames by nano CFRP
- Core–shell heterostructured composites of carbon nanotubes and imine-linked hyperbranched polymers as metal-free Li-ion anodes
- A Galerkin strategy for tri-hybridized mixture in ethylene glycol comprising variable diffusion and thermal conductivity using non-Fourier’s theory
- Simple models for tensile modulus of shape memory polymer nanocomposites at ambient temperature
- Preparation and morphological studies of tin sulfide nanoparticles and use as efficient photocatalysts for the degradation of rhodamine B and phenol
- Polyethyleneimine-impregnated activated carbon nanofiber composited graphene-derived rice husk char for efficient post-combustion CO2 capture
- Electrospun nanofibers of Co3O4 nanocrystals encapsulated in cyclized-polyacrylonitrile for lithium storage
- Pitting corrosion induced on high-strength high carbon steel wire in high alkaline deaerated chloride electrolyte
- Formulation of polymeric nanoparticles loaded sorafenib; evaluation of cytotoxicity, molecular evaluation, and gene expression studies in lung and breast cancer cell lines
- Engineered nanocomposites in asphalt binders
- Influence of loading voltage, domain ratio, and additional load on the actuation of dielectric elastomer
- Thermally induced hex-graphene transitions in 2D carbon crystals
- The surface modification effect on the interfacial properties of glass fiber-reinforced epoxy: A molecular dynamics study
- Molecular dynamics study of deformation mechanism of interfacial microzone of Cu/Al2Cu/Al composites under tension
- Nanocolloid simulators of luminescent solar concentrator photovoltaic windows
- Compressive strength and anti-chloride ion penetration assessment of geopolymer mortar merging PVA fiber and nano-SiO2 using RBF–BP composite neural network
- Effect of 3-mercapto-1-propane sulfonate sulfonic acid and polyvinylpyrrolidone on the growth of cobalt pillar by electrodeposition
- Dynamics of convective slippery constraints on hybrid radiative Sutterby nanofluid flow by Galerkin finite element simulation
- Preparation of vanadium by the magnesiothermic self-propagating reduction and process control
- Microstructure-dependent photoelectrocatalytic activity of heterogeneous ZnO–ZnS nanosheets
- Cytotoxic and pro-inflammatory effects of molybdenum and tungsten disulphide on human bronchial cells
- Improving recycled aggregate concrete by compression casting and nano-silica
- Chemically reactive Maxwell nanoliquid flow by a stretching surface in the frames of Newtonian heating, nonlinear convection and radiative flux: Nanopolymer flow processing simulation
- Nonlinear dynamic and crack behaviors of carbon nanotubes-reinforced composites with various geometries
- Biosynthesis of copper oxide nanoparticles and its therapeutic efficacy against colon cancer
- Synthesis and characterization of smart stimuli-responsive herbal drug-encapsulated nanoniosome particles for efficient treatment of breast cancer
- Homotopic simulation for heat transport phenomenon of the Burgers nanofluids flow over a stretching cylinder with thermal convective and zero mass flux conditions
- Incorporation of copper and strontium ions in TiO2 nanotubes via dopamine to enhance hemocompatibility and cytocompatibility
- Mechanical, thermal, and barrier properties of starch films incorporated with chitosan nanoparticles
- Mechanical properties and microstructure of nano-strengthened recycled aggregate concrete
- Glucose-responsive nanogels efficiently maintain the stability and activity of therapeutic enzymes
- Tunning matrix rheology and mechanical performance of ultra-high performance concrete using cellulose nanofibers
- Flexible MXene/copper/cellulose nanofiber heat spreader films with enhanced thermal conductivity
- Promoted charge separation and specific surface area via interlacing of N-doped titanium dioxide nanotubes on carbon nitride nanosheets for photocatalytic degradation of Rhodamine B
- Elucidating the role of silicon dioxide and titanium dioxide nanoparticles in mitigating the disease of the eggplant caused by Phomopsis vexans, Ralstonia solanacearum, and root-knot nematode Meloidogyne incognita
- An implication of magnetic dipole in Carreau Yasuda liquid influenced by engine oil using ternary hybrid nanomaterial
- Robust synthesis of a composite phase of copper vanadium oxide with enhanced performance for durable aqueous Zn-ion batteries
- Tunning self-assembled phases of bovine serum albumin via hydrothermal process to synthesize novel functional hydrogel for skin protection against UVB
- A comparative experimental study on damping properties of epoxy nanocomposite beams reinforced with carbon nanotubes and graphene nanoplatelets
- Lightweight and hydrophobic Ni/GO/PVA composite aerogels for ultrahigh performance electromagnetic interference shielding
- Research on the auxetic behavior and mechanical properties of periodically rotating graphene nanostructures
- Repairing performances of novel cement mortar modified with graphene oxide and polyacrylate polymer
- Closed-loop recycling and fabrication of hydrophilic CNT films with high performance
- Design of thin-film configuration of SnO2–Ag2O composites for NO2 gas-sensing applications
- Study on stress distribution of SiC/Al composites based on microstructure models with microns and nanoparticles
- PVDF green nanofibers as potential carriers for improving self-healing and mechanical properties of carbon fiber/epoxy prepregs
- Osteogenesis capability of three-dimensionally printed poly(lactic acid)-halloysite nanotube scaffolds containing strontium ranelate
- Silver nanoparticles induce mitochondria-dependent apoptosis and late non-canonical autophagy in HT-29 colon cancer cells
- Preparation and bonding mechanisms of polymer/metal hybrid composite by nano molding technology
- Damage self-sensing and strain monitoring of glass-reinforced epoxy composite impregnated with graphene nanoplatelet and multiwalled carbon nanotubes
- Thermal analysis characterisation of solar-powered ship using Oldroyd hybrid nanofluids in parabolic trough solar collector: An optimal thermal application
- Pyrene-functionalized halloysite nanotubes for simultaneously detecting and separating Hg(ii) in aqueous media: A comprehensive comparison on interparticle and intraparticle excimers
- Fabrication of self-assembly CNT flexible film and its piezoresistive sensing behaviors
- Thermal valuation and entropy inspection of second-grade nanoscale fluid flow over a stretching surface by applying Koo–Kleinstreuer–Li relation
- Mechanical properties and microstructure of nano-SiO2 and basalt-fiber-reinforced recycled aggregate concrete
- Characterization and tribology performance of polyaniline-coated nanodiamond lubricant additives
- Combined impact of Marangoni convection and thermophoretic particle deposition on chemically reactive transport of nanofluid flow over a stretching surface
- Spark plasma extrusion of binder free hydroxyapatite powder
- An investigation on thermo-mechanical performance of graphene-oxide-reinforced shape memory polymer
- Effect of nanoadditives on the novel leather fiber/recycled poly(ethylene-vinyl-acetate) polymer composites for multifunctional applications: Fabrication, characterizations, and multiobjective optimization using central composite design
- Design selection for a hemispherical dimple core sandwich panel using hybrid multi-criteria decision-making methods
- Improving tensile strength and impact toughness of plasticized poly(lactic acid) biocomposites by incorporating nanofibrillated cellulose
- Green synthesis of spinel copper ferrite (CuFe2O4) nanoparticles and their toxicity
- The effect of TaC and NbC hybrid and mono-nanoparticles on AA2024 nanocomposites: Microstructure, strengthening, and artificial aging
- Excited-state geometry relaxation of pyrene-modified cellulose nanocrystals under UV-light excitation for detecting Fe3+
- Effect of CNTs and MEA on the creep of face-slab concrete at an early age
- Effect of deformation conditions on compression phase transformation of AZ31
- Application of MXene as a new generation of highly conductive coating materials for electromembrane-surrounded solid-phase microextraction
- A comparative study of the elasto-plastic properties for ceramic nanocomposites filled by graphene or graphene oxide nanoplates
- Encapsulation strategies for improving the biological behavior of CdS@ZIF-8 nanocomposites
- Biosynthesis of ZnO NPs from pumpkin seeds’ extract and elucidation of its anticancer potential against breast cancer
- Preliminary trials of the gold nanoparticles conjugated chrysin: An assessment of anti-oxidant, anti-microbial, and in vitro cytotoxic activities of a nanoformulated flavonoid
- Effect of micron-scale pores increased by nano-SiO2 sol modification on the strength of cement mortar
- Fractional simulations for thermal flow of hybrid nanofluid with aluminum oxide and titanium oxide nanoparticles with water and blood base fluids
- The effect of graphene nano-powder on the viscosity of water: An experimental study and artificial neural network modeling
- Development of a novel heat- and shear-resistant nano-silica gelling agent
- Characterization, biocompatibility and in vivo of nominal MnO2-containing wollastonite glass-ceramic
- Entropy production simulation of second-grade magnetic nanomaterials flowing across an expanding surface with viscidness dissipative flux
- Enhancement in structural, morphological, and optical properties of copper oxide for optoelectronic device applications
- Aptamer-functionalized chitosan-coated gold nanoparticle complex as a suitable targeted drug carrier for improved breast cancer treatment
- Performance and overall evaluation of nano-alumina-modified asphalt mixture
- Analysis of pure nanofluid (GO/engine oil) and hybrid nanofluid (GO–Fe3O4/engine oil): Novel thermal and magnetic features
- Synthesis of Ag@AgCl modified anatase/rutile/brookite mixed phase TiO2 and their photocatalytic property
- Mechanisms and influential variables on the abrasion resistance hydraulic concrete
- Synergistic reinforcement mechanism of basalt fiber/cellulose nanocrystals/polypropylene composites
- Achieving excellent oxidation resistance and mechanical properties of TiB2–B4C/carbon aerogel composites by quick-gelation and mechanical mixing
- Microwave-assisted sol–gel template-free synthesis and characterization of silica nanoparticles obtained from South African coal fly ash
- Pulsed laser-assisted synthesis of nano nickel(ii) oxide-anchored graphitic carbon nitride: Characterizations and their potential antibacterial/anti-biofilm applications
- Effects of nano-ZrSi2 on thermal stability of phenolic resin and thermal reusability of quartz–phenolic composites
- Benzaldehyde derivatives on tin electroplating as corrosion resistance for fabricating copper circuit
- Mechanical and heat transfer properties of 4D-printed shape memory graphene oxide/epoxy acrylate composites
- Coupling the vanadium-induced amorphous/crystalline NiFe2O4 with phosphide heterojunction toward active oxygen evolution reaction catalysts
- Graphene-oxide-reinforced cement composites mechanical and microstructural characteristics at elevated temperatures
- Gray correlation analysis of factors influencing compressive strength and durability of nano-SiO2 and PVA fiber reinforced geopolymer mortar
- Preparation of layered gradient Cu–Cr–Ti alloy with excellent mechanical properties, thermal stability, and electrical conductivity
- Recovery of Cr from chrome-containing leather wastes to develop aluminum-based composite material along with Al2O3 ceramic particles: An ingenious approach
- Mechanisms of the improved stiffness of flexible polymers under impact loading
- Anticancer potential of gold nanoparticles (AuNPs) using a battery of in vitro tests
- Review Articles
- Proposed approaches for coronaviruses elimination from wastewater: Membrane techniques and nanotechnology solutions
- Application of Pickering emulsion in oil drilling and production
- The contribution of microfluidics to the fight against tuberculosis
- Graphene-based biosensors for disease theranostics: Development, applications, and recent advancements
- Synthesis and encapsulation of iron oxide nanorods for application in magnetic hyperthermia and photothermal therapy
- Contemporary nano-architectured drugs and leads for ανβ3 integrin-based chemotherapy: Rationale and retrospect
- State-of-the-art review of fabrication, application, and mechanical properties of functionally graded porous nanocomposite materials
- Insights on magnetic spinel ferrites for targeted drug delivery and hyperthermia applications
- A review on heterogeneous oxidation of acetaminophen based on micro and nanoparticles catalyzed by different activators
- Early diagnosis of lung cancer using magnetic nanoparticles-integrated systems
- Advances in ZnO: Manipulation of defects for enhancing their technological potentials
- Efficacious nanomedicine track toward combating COVID-19
- A review of the design, processes, and properties of Mg-based composites
- Green synthesis of nanoparticles for varied applications: Green renewable resources and energy-efficient synthetic routes
- Two-dimensional nanomaterial-based polymer composites: Fundamentals and applications
- Recent progress and challenges in plasmonic nanomaterials
- Apoptotic cell-derived micro/nanosized extracellular vesicles in tissue regeneration
- Electronic noses based on metal oxide nanowires: A review
- Framework materials for supercapacitors
- An overview on the reproductive toxicity of graphene derivatives: Highlighting the importance
- Antibacterial nanomaterials: Upcoming hope to overcome antibiotic resistance crisis
- Research progress of carbon materials in the field of three-dimensional printing polymer nanocomposites
- A review of atomic layer deposition modelling and simulation methodologies: Density functional theory and molecular dynamics
- Recent advances in the preparation of PVDF-based piezoelectric materials
- Recent developments in tensile properties of friction welding of carbon fiber-reinforced composite: A review
- Comprehensive review of the properties of fly ash-based geopolymer with additive of nano-SiO2
- Perspectives in biopolymer/graphene-based composite application: Advances, challenges, and recommendations
- Graphene-based nanocomposite using new modeling molecular dynamic simulations for proposed neutralizing mechanism and real-time sensing of COVID-19
- Nanotechnology application on bamboo materials: A review
- Recent developments and future perspectives of biorenewable nanocomposites for advanced applications
- Nanostructured lipid carrier system: A compendium of their formulation development approaches, optimization strategies by quality by design, and recent applications in drug delivery
- 3D printing customized design of human bone tissue implant and its application
- Design, preparation, and functionalization of nanobiomaterials for enhanced efficacy in current and future biomedical applications
- A brief review of nanoparticles-doped PEDOT:PSS nanocomposite for OLED and OPV
- Nanotechnology interventions as a putative tool for the treatment of dental afflictions
- Recent advancements in metal–organic frameworks integrating quantum dots (QDs@MOF) and their potential applications
- A focused review of short electrospun nanofiber preparation techniques for composite reinforcement
- Microstructural characteristics and nano-modification of interfacial transition zone in concrete: A review
- Latest developments in the upconversion nanotechnology for the rapid detection of food safety: A review
- Strategic applications of nano-fertilizers for sustainable agriculture: Benefits and bottlenecks
- Molecular dynamics application of cocrystal energetic materials: A review
- Synthesis and application of nanometer hydroxyapatite in biomedicine
- Cutting-edge development in waste-recycled nanomaterials for energy storage and conversion applications
- Biological applications of ternary quantum dots: A review
- Nanotherapeutics for hydrogen sulfide-involved treatment: An emerging approach for cancer therapy
- Application of antibacterial nanoparticles in orthodontic materials
- Effect of natural-based biological hydrogels combined with growth factors on skin wound healing
- Nanozymes – A route to overcome microbial resistance: A viewpoint
- Recent developments and applications of smart nanoparticles in biomedicine
- Contemporary review on carbon nanotube (CNT) composites and their impact on multifarious applications
- Interfacial interactions and reinforcing mechanisms of cellulose and chitin nanomaterials and starch derivatives for cement and concrete strength and durability enhancement: A review
- Diamond-like carbon films for tribological modification of rubber
- Layered double hydroxides (LDHs) modified cement-based materials: A systematic review
- Recent research progress and advanced applications of silica/polymer nanocomposites
- Modeling of supramolecular biopolymers: Leading the in silico revolution of tissue engineering and nanomedicine
- Recent advances in perovskites-based optoelectronics
- Biogenic synthesis of palladium nanoparticles: New production methods and applications
- A comprehensive review of nanofluids with fractional derivatives: Modeling and application
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