Green synthesis, characterizations, and antibacterial activity of silver nanoparticles from Themeda quadrivalvis, in conjugation with macrolide antibiotics against respiratory pathogens
-
Ruban P.
, L. Joji Reddy S. J.
, P. Sudhakara
Abstract
The current study has portrayed the synthetic mixtures of Themeda quadrivalvis using gas chromatography–mass spectrometry (GCMS), the combination of green silver nanoparticles (AgNPs) formed with macrolide antimicrobials. The counter microbial effects were investigated with various concentrates of plant compounds, AgNPs, and macrolide-formed AgNPs against respiratory microorganisms. GCMS examination has shown the presence of various substances that intensifies the chloroform concentrate of T. quadrivalvis. A total of 51 mixtures were distinguished, and furthermore, the most severe zone of restraint was found in chloroform removal and against Klebsiella sp. (18 ± 4.7 mm). It has been demonstrated that the green mixture of AgNPs containing macrolide anti-toxins, such as azithromycin, erythromycin, and clarithromycin, demonstrates extensive antibacterial activities against a wide range of microorganisms. In contrast, the green union of AgNPs also demonstrates their efficacy against a wide range of respiratory microbes. The particles containing numerous relatively small fragments that were observed in the scanning electron microscopy analysis were found to be 20 nm in size. Previous studies have focused on phytochemicals and green amalgamations of AgNPs, but not much detail has been provided on T. quadrivalvis. It has been reported that the two concentrates (a plant concentrate in combination with consolidated green nanoparticle macrolide anti-toxins). The present study aims to treat respiratory microorganisms with a green methodology approach using nanotechnology; this analysis primarily focuses on offering creative approaches to make drugs against respiratory microbes.
1 Introduction
Irresistible sicknesses are a huge burden on general wellbeing, driven to a great extent by financial, natural, and biological elements. Around 15 million of 57 million deaths per year overall are assessed to be caused by irresistible illnesses, generally because of bacterial microorganisms [1,2]. The prairie biological system comprises 20% of the vegetation of the earth. Themeda quadrivalvis (L.) Kuntze (grader grass) is a grass weed of Poaceae family, which grows generally on farming land and no man’s land. It is found mostly in India and South-East Asia. Poaceae is the most financially significant plant family, used as scavenge, building materials (bamboo, cover), fuel (ethanol), and food [3]. The Poaceae species (lemongrass, kangaroo grass, wheatgrass, etc.) is usually used as medication all over the world. They have cell reinforcement and antimicrobial properties, in light of their phytochemical compounds: aldehydes, alkaloids, saponins, terpenes, alcohols, ketone, flavonoids, which have different restorative properties.
Green nanoparticles are overall dynamically more utilized in numerous areas of the economy; there is a growing interest in organic and ecological security. The green combination of nanoparticles has gained attention because of the possibility and low ecological effect; green nanoparticles have an expansive use in numerous enterprises, including clinical, pharma, horticulture, and climate businesses [4]. Regular combination procedures of immaculate metal and metal oxide of nanoparticle amalgamation lead to sediments that are harmful to human beings and different species. Plant separates rapidly decrease metal particles chelated bacterial particles, which prompts the metallization of bacterial particles [5]. Hence, analysts are presently looking for a green blend way to eliminate the harmful synthetics during the synthesis of nanoparticles [6]. Macrolides are among the most clinically critical anti-infective agents used to treat wide varieties of respiratory microorganisms. The wide use of these anti-microbes has driven inescapably the spread of safe strains [7]. The current examination portrayed the synthetic mixtures of T. quadrivalvis using gas chromatography–mass spectrometry (GCMS) and a combination of green silver nanoparticles (AgNPs) and the formation of macrolide anti-infective agents that are more effective (mixture compounds have high efficiency when compared to single macrolide) against respiratory microorganisms. A green methodology approach to treat respiratory microorganisms using nanotechnology is discussed in this study. These approaches give the baseline structure for drug discovery.
2 Experimentation
2.1 Materials and methods
2.1.1 Preparation of plant extract
T. quadrivalvis (grader grass) was collected from their regular natural surroundings of horticultural land, Coimbatore. The plant was shadow dried at room temperature, without dampness, powdered, and then stored for further utilization. The plant was distinguished by herbal review of India, and the voucher number of the example is BSI/SRC/8/12/2013-14/Tech231. Furthermore, it was affirmed by Dr R. Kannan, Bharathiar University, Pollachi, Coimbatore.
2.1.2 Extraction of powdered plant material
Dried sample of 200 g was taken and was exposed to cold and hot extraction. The dried sample was dissolved in methanol, chloroform, oil ether, and water for these examinations. All the concentrates were dried using a revolving evaporator. The phytochemical examination (alkaloids, saponins, tannins, polyphenols, terpenoids, glycosides, and protein) was then completed (Table 1) [8–10].
Preliminary phytochemical screening of T. quadrivalvis (grader grass)
S. no. | Phytochemicals | Hot extraction | Cold extraction | |||||||
---|---|---|---|---|---|---|---|---|---|---|
PE | M | C | HW | PE | M | C | CW | |||
1 | Alkaloids | + | + | + | + | + | + | + | + | |
2 | Saponins | − | − | − | − | − | − | − | − | |
3 | Tannins | + | + | + | + | + | + | + | + | |
4 | Flavonoids | + | + | + | + | + | + | + | + | |
5 | Cardiac glycosides | + | + | + | + | + | + | + | + | |
6 | Terpenoids | − | − | − | − | − | − | − | − | |
7 | Polyphenols | + | + | + | + | + | + | + | + | |
8 | Protein | + | + | + | + | + | + | + | + |
(+) – presence of a phytochemical; (−) – absence of a phytochemical.
PE, petroleum ether; M, methanol; C, chloroform; HW, hot water; CW, cold water.
2.1.3 Green synthesis of nanoparticles
Around 20 g of leaves was washed with de-ionized water to eliminate dust particles and air-dried at room temperature. Then, the leaves were homogenized and added to 100 mL of de-ionized water and mixed for 20 min at 60°C. In the wake of heating up, the leaf extraction was cooled at room temperature and sifted conferring 75 mL of straightforward yellow variety leaf stock, which was stored at 4°C. For the green union of AgNPs (Nice Chemicals, Kochi, India), 0.01 M of a fluid arrangement of AgNO3 was used. Leaf stock of 5 mL was added to 45 mL of 0.01 M AgNO3 watery arrangement and kept under the encompassing condition to respond. After various time stretches, the changes of response blend are seen from straightforward yellow to dull earthy colour, which shows the arrangement of AgNPs. The arrangement of AgNP was collected and UV-Vis spectroscopy was used to investigate the reduction process of silver particles into nanoparticles within the solution. The AgNP arrangement was moved to the rotator and the excess fluid was removed using a dryer, yielding dark hued silver nanopowder.
2.1.4 Synthesis of AgNPs coated with macrolide antibiotic
Macrolide-coated AgNPs such as azithromycin, erythromycin, and clarithromycin (HiMedia, India) (Azi-AgNPs, Ery-AgNPs, and ClR-AgNPs) were integrated. Momentarily, every 5 mL (0.1 mM) of azithromycin, erythromycin, and clarithromycin watery arrangement was mixed with 5 mL (0.1 mM) of green amalgamation silver nitrate fluid arrangement, which was mixed for 10 min. A 20 μg of 5 mM newly pre-arranged sodium borohydride fluid arrangement (HiMedia, India) was added to the above blending response combination. When a diminishing specialist was added, the shade of the arrangement changed from clear to yellow-brown, showing that silver particles were decreased and macrolide-formed AgNPs were formed [11].
2.2 Characterization of AgNPs
2.2.1 UV-vis spectrometer
Bio-decreased silver nitrate nanoparticle arrangement tests were carried out for optical absorbance in the range of 190–800 nm with a UV–Vis spectrometer (Thermo Fisher Scientific, India).
2.2.2 Fourier-transform infrared (FT-IR) spectra analysis
FT-IR (Benchtop Thermo Fisher Nicolet iS50, India) analysis of the sample was done to find the potential biomolecule and practical gatherings. FT-IR spectra were estimated by Perkin Elmer spectrometer with a goal of 1 cm−1 in the frequency range of 500–4,000 cm−1.
2.2.3 X-ray diffraction (XRD)
XRD estimation (Bruker, Germany) was done with Cu-Kα radiation of 0.154 nm frequency to find out the development, translucent way of behaving, and the nature of the blended AgNP powder. The checking was completed in the range of 2θ from 30° to 80° at 0.03/min and the steady time was 2 s. The size of the AgNP was determined by the Debye–Scherrer condition.
2.2.4 Scanning electron microscopy (SEM) analysis
The surface morphology and molecule size of orchestrated green AgNPs were investigated by SEM analysis (Sneckner Elliot, California).
2.2.5 Antibacterial action
The antimicrobial action of green-synthesized AgNPs and the impact of green combination AgNPs and the unadulterated concentrate were examined by applying the standard agar plate dissemination measure [11]. The test microorganisms were obtained from Bioline Lab, Coimbatore, Tamil Nadu, India. The test microorganisms (Escherichia coli K7, Streptococcus sp. B1, Staphylococcus aureus A21, Pseudomonas aeruginosa S43, Proteus sp. M 34, and Klebsiella pneumonia X9) were consistently spread on Mueller Hinton Agar plates using a clean spreader, 20 µg of plant concentrate of plant extricates, green combination silver nanomolecule, and AgNPs coated with macrolide anti-infective agents (azithromycin, erythromycin, and clarithromycin) with different fixations (25, 50, 75, and 100 μg·mL−l) were vaccinated done in a disinfected circle. After incubating the plates at 37°C for 18 hours, the bacterial growth inhibition zone was measured and recorded.
2.2.6 GCMS analysis
GCMS investigation of the chloroform concentrate of T. quadrivalvis was performed using a THERMO gas chromatography TRACE ULTRA VER: 5.0. The stove temperature is at 220°C at a pace of 6°C·min−l; the transporter gas is at a stream pace of 1 mL·min−l. The split testing method was used to infuse the example in the proportion of 1:10. The maintenance records (RI) were verified by comparing maintenance periods of a series and identifying each component through an analysis of the maintenance file with relevant information from the literature. Any discrepancies were noted [12,13].
2.2.7 Statistical analysis
An antimicrobial analysis was performed in triplicate and the results (zone of inhibition) were statistically analysed and expressed as mean (n = 3) ± standard deviation.
3 Results and discussion
3.1 Phytochemical analysis
The phytochemical analysis is the prominent identifying source of therapeutically and industrially valuable compounds in all plants by chemical methods [14]. In this present investigation, secondary metabolites were analysed using T. quadrivalvis (grader grass), by chemical methods, and the results are given in Table 1.
A variety of plant secondary metabolites have been reported to act as antioxidants and antibacterial agents, and among them phenolic compounds are the major groups [15]. Most important classes of phytochemicals present in the plants are phenolic polyphenols, terpenoids, essential oils, alkaloids, rectins, and polypeptides [16]. Tannins might be monomeric or polymeric and can be separated into strong and hydrolysable tannins. Two of the most important extractable components are waxes and phenolic aldehydes and coumarins, the group of phenolic compounds; it also includes the chemical families of flavonoids and tannins [17]. The present study correlated with the result that the chemical compounds of T. quadrivalvis have significance in all the solvents (Table 1).
The visible colour change from green to brown within 7 days indicates the formation of AgNPs, with pH 8.0 which was confirmed by UV-Vis spectrophotometer and FT-IR results. After 7 days, there was a significant colour change to dark brown due to increase in the reaction time, which enhances the formation of AgNPs. It is well known that AgNPs exhibit yellowish-brown colour in water due to surface plasmon vibration [18]. Figure 1 shows the absorption peak of the synthesized AgNPs at various time intervals (first to seventh day) through UV spectrophotometer. The peak is centred at 376 nm, which is associated with an absorbance of AgNPs. The intensity of absorption peak at 376 nm increased with increasing period of the aqueous component.

Optical absorption spectrum of synthesized AgNPs taken at different time intervals (first to seventh day).
Figure 2 shows the sharp FT-IR spectrum of synthesized AgNPs located at frequency of about 3327.93, 2945.40, 2833.44, 1656.60, 1449.37, 1412.00, 1113.23, and 1018.38 cm−1. Absorption peaks at 1,300–1,000 cm−1 frequency are related to C–N stretching for amine compounds. Absorption peaks at 1,450–1,375 cm−1 frequency are assigned to CH3 bend for a methyl group. A frequency with 3,000–2,850 cm−1 is correlated with C–H, alkane stretch vibrations (Figure 3).

FT-IR analysis of AgNPs from T. quadrivalvis, Azi-AgNPs, Ery-AgNPs, and ClR-AgNPs.

XRD pattern of synthesized AgNPs using T. quadrivalvis extract, Azi-AgNPs, Ery-AgNPs, and ClR-AgNPs.
3.2 XRD analysis
The XRD analysis was carried out to determine the crystalline nature of AgNPs in the range of 30–70° at 2θ angles. The intensity peaks of AgNP synthesized using quercetin were observed at around 38°, 44°, 64°, and 79° corresponding to 111, 200, 220, and 311 Bragg reflections. The reflection of face-centred cubic lattice structure silver is compared with standard powder diffraction card of Joint Committee on Powder Diffraction Standards (JCPDS), silver file No. 03-0921 (JCPDS, No. 4-0783) (Figure 4). The average particle size of AgNPs under the most favourable conditions for preparation according to Scherrer’s equation calculated using the width of the (111) peak is estimated to be 20.3 nm, which was nearly in consonance with the particle size obtained from SEM image and particle size analyser AgNPs. A few passionate unassigned peaks were noticed at 36.52°, 43.17°, 55.64°, 66.41°, 82.65°, and 89.07°. These Bragg peaks might have resulted from some bioorganic compounds/proteins present in the T. quadrivalvis extract [19,20].

XRD pattern of prepared green-synthesized. (a) AgNPs, Azi-AgNPs, Ery-AgNPs, and (b) ClR-AgNPs with JCPDS file No. 04-0783.
3.3 SEM analysis
Formation of green AgNPs of T. quadrivalvis and its morphological dimensions were studied using the SEM. The study demonstrated that the average size of the NPs was in the range of 20 nm and the formation of the spherical-shaped AgNPs is shown in Figure 5. The modern high-resolution scanning electron microscope can identify the morphology of AgNPs below the level of 20 nm. All these compounds are proven to have excellent antibacterial activity against a wide range of pathogens. Silver has a broad microbial activity and is also used for many years in the medical field, and has even shown to prevent binding of HIV to host cells [21,22].

SEM micrograph of AgNPs synthesized by the reaction of 1 mM silver nitrate with T. quadrivalvis extract.
The AgNP has a specific surface zone, which induces novel biochemical activity, enzymatic activity, and atomic behaviour compared with large synthetic, biological particles having a chemical composition. SEM analysis was used to confirm the presence of nanoparticles by identifying small particles when electrons pass through the sample. Using different magnification powers in an electron microscope, the shape and size of the nanoparticles could be captured. SEM is a high-resolution microscopic technique that can be used to study nanomaterials at various scales ranging from 0.1 to 5 μm [21–23]. In this study, SEM analysis was used to further confirm the presence of nanoparticles at various magnifications. The results showed that 20 nm particles were present in T. quadrivalvis. From the SEM image, the formation of green AgNPs of T. quadrivalvis was confirmed (Figure 6(a)–(d)).

(a–d) SEM micrograph exhibiting the formation of green AgNPs of T. quadrivalvis.
3.4 Characterization of AgNPs from T. quadrivalvis (grader grass) conjugated with macrolide antibiotics
The UV-Vis spectra of both green-synthesized silver-drug nanoconjugates of macrolide antibiotics such as Azi-AgNPs, Ery-AgNPs, ClR-AgNPs showed a characteristic surface plasmon resonance band in the range of 400–460 nm. Atomic force microscopy (AFM) images were confirmed to determine the morphology of these nanoparticles. The representative topographical images of Azi-AgNPs, Ery-AgNPs, and ClR-AgNPs revealed the formation of spherical nanoparticles (Figure 7(a)–(c)). The size distribution of drug nanoconjugates was determined by dynamic light scattering (DLS) method. The dynamic scatters for Azi-AgNPs are 3, 14, and 93 nm with an average size of 36.3 nm, for Ery-AgNPs are 12, 21, and 86 nm with an average size of 39.6 nm, and for ClR-AgNPs are 18, 15, and 96 nm with an average size of 43 nm [23].

Images of AFM of AGNPs conjugated with macrolide antibiotics: (a) Azi-AgNPs, (b) Ery-AgNPs, and (c) ClR-AgNPs. AFM topographs were recorded on Agilent 5500 instrument used in tapping mode with silicon nitride cantilever.
3.5 Brunauer-Emmett-Teller analysis
The surface of particle size distribution of Azi-AgNPs, Ery-AgNPs, ClR-AgNPs was evaluated by DLS and is shown in Figure 8(a)–(c). The peak with the highest scattering intensity is centred at 2.3 nm with smaller amounts of aggregated particles.

DLS spectrum showing the surface of particle size distribution of (a) Azi-AgNPs, (b) Ery-AgNPs, and (c) ClR-AgNPs.
3.6 GCMS analysis of T. quadrivalvis extract
GCMS chromatogram of the chloroform extract of T. quadrivalvis showed 51 compounds in the chromatogram, and the compounds were categorized based on the retention time; among them high retention time was found in the test sample: 3-methyloctadecane. 3-Methyloctadecane is an organic compound known as acyclic alkanes (Figure 9). These are acyclic hydrocarbons consisting only of n carbon atoms and m hydrogen atoms [24]. Octadecane has antibacterial and antiviral activity against gram-positive, gram-negative bacteria, and viruses [8,14]. Moreover, GCMS data could be used to find a bioactive component present in the plant extract.

GCMS graph of T. quadrivalvis chloroform extract.
3.7 Antimicrobial activity
Different concentrates from T. quadrivalvis (grader grass) were tried against six respiratory microorganisms, and the outcome is given in Table 2. The largest growth inhibition zone was observed in chloroform extract against all organisms at a concentration of 100 μg·mL−1. The zone sizes were as follows: E. coli K7 (10 ± 1.5 mm), P. aeruginosa S43 (9 ± 1.1 mm), Streptococcus sp. B1 (9.6 ± 1.6 mm), S. aureus A21 (8.3 ± 1.4 mm), Proteus sp. M 34 (8 ± 2.1 mm), K. pneumonia X9 (18 ± 4.7 mm) (Table 2). Extracts from the Poaceae family in chloroform have been shown to exhibit broad antimicrobial activity against microorganisms due to the solubility of all chemical compounds from the plants [2,25–27]. It is evident that when concentrations are increased under 100 µg·mL−1, the results show extremely low activity against all microorganisms. It is confirmed that as the concentrations are grouped, microbial movement is accompanied by an increase in activity. It was found that 51 bioactive mixtures were found in the GCMS outline, and octadecane compound makes up the significant mixtures and is responsible for causing the movement. The following are the most significant research findings on this plant (T. quadrivalvis).
Antimicrobial pattern of plant extract against human pathogens in 100 μg·mL−1 concentration
No. | Human pathogen | Petroleum ether (mm) | Chloroform (mm) | Methanol (mm) | Hot water (mm) | Cold water (mm) |
---|---|---|---|---|---|---|
1 | E. coli K7 | 6 ± 0.23 | 10 ± 1.5 | 9.3 ± 2.6 | 6.3 ± 1.24 | 9.7 ± 2 |
2 | P. aeruginosa S43 | 7 ± 0.47 | 9 ± 1.1 | — | 6 ± 1.7 | — |
3 | Streptococcus sp. B1 | — | 9.6 ± 1.6 | 10 ± 1.9 | — | 5 ± 1.7 |
4 | Streptococcus sp. B1 | — | 8.3 ± 1.4 | 7.3 ± 1.4 | 7.6 ± 1.1 | — |
5 | Proteus sp. M 341 | 9 ± 2.5 | 8 ± 2.1 | — | — | — |
6 | K. pneumonia X9 | 6.8 ± 1.1 | 18 ± 4.7 | 9 ± 2.5 | 8 ± 1.7 | 7.3 ± 1.2 |
3.8 Antimicrobial activity of green AgNPs
Nanotechnology holds immense potential in the field of biomedicine, particularly in the areas of diagnosis and drug delivery. It permits helpful specialists to be conveyed to designated cells and receptors. Gold, silver, and iron oxide are the most incessant metal transporters for nanoparticle-based drug conveyance frameworks because of their idleness and biocompatibility [28]. Biosynthesis of nanoparticles utilizing plant separates is the most acknowledged practice because of the greatest antibacterial action of nanoparticles and simple decrease of their salts [29,30]. In the current review, AgNPs were combined with T. quadrivalvis (grader grass). The green combination particles were tried against human microorganisms in the convergence of 10, 30, 50, and 70 µg as given in Table 3. Most extreme zone of restraint was tracked down in K. pneumonia X9, 20 ± 1 mm (70 µg focus), and the least zone of hindrance was tracked down in Streptococcus sp. B1, 6 ± 2 mm (70 µg fixation) (Table 3). Green AgNPs can divert the bacterial cells in this manner causing film separation [25,31].
AgNPs from T. quadrivalvis (grader grass) and their antimicrobial assay against respiratory pathogens
S. No | Respiratory pathogens | Control (20 µg) | AgNP zone of inhibition (concentration) | |||
---|---|---|---|---|---|---|
10 µg | 30 µg | 50 µg | 70 µg | |||
1 | E. coli K7 | — | — | 7 ± 1.8 mm | 10 ± 1.24 mm | 16. ± 0.1 mm |
2 | P. aeruginosa S43 | — | 7.9 ± 0.3 mm | — | 9.3 ± 2 mm | 8 ± 1.2 mm |
3 | Streptococcus sp. B1 | — | — | — | — | 6 ± 2 mm |
4 | Streptococcus sp. B1 | — | — | 8.7 ± 0.6 mm | 9.3 ± 1.6 mm | |
5 | Proteus sp. M 341 | — | — | — | 8 ± 2.1 mm | |
6 | K. pneumonia X9 | — | 11.2 ± 2.5 mm | 12 ± 0.8 mm | 15.8 ± 1.7 mm | 20 ± 1 mm |
3.9 Bactericidal effects of green-synthesized AgNPs conjugated with macrolide antibiotics: azithromycin, erythromycin, clarithromycin, and their antimicrobial assay against respiratory pathogen
Drug conveyance frameworks in view of nanomaterials can possibly further develop pharmacokinetics and pharmacodynamics [32]. Nanoparticles give an enormous surface region to most extreme medication stacking and high openness for explicit focuses because of their small size. Different medications formed from nanoparticles have of late been made to combat sickness caused by microscopic organisms [28]. The system of AgNPs on microscopic organisms is to cause morphological and primary adjustments in bacterial cells, with the high surface region considering better take-up by microorganisms [33]. Green amalgamation AgNPs formed by macrolide anti-toxins (azithromycin, erythromycin, and clarithromycin) showed greatest zone of restraint (30 mm) against Streptococcus sp. B1 and Streptococcus sp. B1 at 30–70 µg focus. The nanoparticles were more productive than unadulterated macrolide anti-toxins such as azithromycin, erythromycin, and clarithromycin against all strains’ antimicrobial movement design in 20 µg fixation as a negative control, as depicted in Figures 10–12 (Tables 4–6) [34–39].

Green-synthesized AgNPs conjugated with azithromycin and their antimicrobial assay against respiratory pathogen.

AgNPs from T. quadrivalvis (grader grass) conjugated with erythromycin and their antimicrobial assay against respiratory pathogen.

AgNPs from T. quadrivalvis (grader grass) conjugated with clarithromycin and their antimicrobial assay against respiratory pathogen.
Green-synthesized AgNPs conjugated with azithromycin and their antimicrobial assay against respiratory pathogen
No. | Respiratory pathogens | Azithromycin (20 µg) | AgNP zone of inhibition (concentration) | |||
---|---|---|---|---|---|---|
10 µg | 30 µg | 50 µg | 70 µg | |||
1 | E. coli K7 | 13.8 ± 1.3 mm | 19 ± 0.3 mm | 16 ± 0.8 mm | 19 ± 0.4 mm | 29. ± 0.1 mm |
2 | P. aeruginosa S43 | 10.6 ± 1.8 mm | 11 ± 0.7 mm | 14.6 ± 1 mm | 18 ± 2 mm | 13 ± 0.8 mm |
3 | Streptococcus sp. B1 | 19.8 ± 0.9 mm | 21 ± 0.1 mm | 20 ± 0.8 mm | 24 ± 0.1 mm | 30 ± 0.1 mm |
4 | Streptococcus sp. B1 | 17 ± 0.7 mm | 23.5 ± 0.3 mm | 21 ± 0.7 mm | 17 ± 0.7 mm | 29.3 ± 0.6 mm |
5 | Proteus sp. M 341 | 15.2 ± 0.3 mm | 16.4 ± 0.5 mm | 18 ± 1.4 mm | 17 ± 0.6 mm | |
6 | K. Pneumonia X9 | 16 ± 0.7 mm | 23 ± 0.5 mm | 26 ± 0.2 mm | 22.8 ± 0.8 mm | 20 ± 1 mm |
AgNPs from T. quadrivalvis (grader grass) conjugated with erythromycin and their antimicrobial assay against respiratory pathogen
No. | Respiratory pathogens | Erythromycin (20 µg) | Green-synthesized AgNP conjugated with erythromycin: the zone of inhibition (concentration) | |||
---|---|---|---|---|---|---|
10 µg | 30 µg | 50 µg | 70 µg | |||
1 | E. coli K7 | 16.9 ± 0.4 mm | 16 ± 0.3 mm | 15 ± 0.8 mm | 20 ± 0.2 mm | 28. ± 0.5 mm |
2 | P. aeruginosa S43 | 12.8 ± 1.6 mm | 12 ± 0.7 mm | 18 ± 1.6 mm | 13 ± 2.3 mm | 25 ± 2.2 mm |
3 | Streptococcus sp. B1 | 17 ± 0.3 mm | 28 ± 0.8 mm | 22 ± 0.9 mm | 20 ± 1.6 mm | 29.6 ± 0.9 mm |
4 | Streptococcus sp. B1 | 15.7 ± 0.5 mm | — | 16 ± 0.7 mm | 24 ± 0.1 mm | 30.2 ± 1.2 mm |
5 | Proteus sp. M 341 | 11 ± 1.3 mm | 12 ± 1.3 mm | 19 + 0.8 mm | 15 ± 1.3 mm | 10.9 ± 2.1 mm |
6 | K. Pneumonia X9 | 16.8 ± 0.8 mm | — | 17 ± 0.2 mm | 25 ± 0.7 mm | 27 ± 0.5 mm |
AgNPs from T. quadrivalvis (grader grass) conjugated with clarithromycin and their antimicrobial assay against respiratory pathogen
S. No | Respiratory pathogens | Clarithromycin (20 µg) | Green-synthesized AgNP conjugated with clarithromycin: the zone of inhibition (concentration) | |||
---|---|---|---|---|---|---|
10 µg | 30 µg | 50 µg | 70 µg | |||
1 | E. coli K7 | 16 ± 1.6 mm | 21 ± 0.5 mm | 18 ± 1.7 mm | 12 ± 0.5 mm | 28 ± 0.8 mm |
2 | P. aeruginosa S43 | 14 ± 0.1 mm | 25 ± 0.8 mm | 16 ± 1.6 mm | 17 ± 1.9 mm | 26 ± 0.6 mm |
3 | Streptococcus sp. B1 | 13.9 ± 1.8 mm | 14.6 ± 0.5 mm | 10.6 ± 0.3 mm | 22.3 ± 0.7 mm | 30 ± 1.2 mm |
4 | Streptococcus sp. B1 | 19 ± 0.3 mm | — | 26.9 ± 1.3 mm | 28 ± 0.7 mm | 30 ± 0.6 mm |
5 | Proteus sp. M 341 | 10 ± 1.7 mm | 16 ± 0.8 mm | 25 ± 0.3 mm | 30.1 ± 0.8 mm | 18 ± 2.1 mm |
6 | K. Pneumonia X9 | 11.9 ± 1.3 mm | 11.2 ± 2.5 mm | 22 ± 0.8 mm | 15.8 ± 1.7 mm | 20 ± 1 mm |
4 Transmission electron microscopy micrograph of AgNPs
Figure 13(a) and (b) shows a TEM micrograph of AgNPs at 15 and 20 nm. It represents the particle size with a variable shape. In addition, most of them showed a spherical shape in nature [40–42]. The majority of the nanoparticles were observed under the TEM micrograph.

(a and b) TEM micrograph exhibiting the formation of green AgNPs of T. quadrivalvis.
AgNPs extracted from T. quadrivalvis have been shown to have a strong antimicrobial activity against various respiratory pathogens. The application of AgNPs in conjugation with macrolide antibiotics can lead to improved efficacy against these pathogens and also reduce the risk of antibiotic resistance [43,44].
One novel application of this combination is in the treatment of “respiratory infections” caused by antibiotic-resistant bacteria including, methicillin-resistant S. aureus, and multidrug-resistant Streptococcus pneumoniae [45,46]. The combination of AgNPs and macrolides can enhance the antibacterial activity against these pathogens and provide an effective alternative treatment option [47,48].
Another potential application is in the prevention and treatment of respiratory tract infections in individuals with compromised immune systems, such as those with cystic fibrosis or those undergoing chemotherapy [49,50]. The combination of AgNPs and macrolides can improve the efficacy of the antibiotics and provide a more effective treatment option for these individuals.
Additionally, AgNPs extracted from T. quadrivalvis have shown strong antiviral activity against various respiratory viruses such as Influenza A and human respiratory syncytial virus. The combination of AgNPs and macrolides can potentially be used in treating respiratory tract infections induced by these viruses, providing a new approach to the treatment of these infections [51].
Overall, the novel applications of AgNPs extracted from T. quadrivalvis in conjugation with macrolide antibiotics have the potential to provide new and effective treatment options for respiratory tract infections caused by both bacteria and viruses.
Thus, the current study demonstrated the formation of macrolide anti-infective agents from synthetic mixtures of T. quadrivalvis using GCMS and a combination of green AgNPs and the formation of macrolide anti-infective agents that have higher efficacy (mixture compounds have higher efficacy when compared to single macrolides) against respiratory microorganisms [52]. In addition, this study discusses a green methodology approach for treating respiratory microorganisms with nanotechnology, which provides a foundation for drug discovery [53].
5 Conclusions
The current study demonstrated the formation of macrolide anti-infective agents against respiratory microorganisms using the GCMS technique and a synthesized mixture of green AgNPs. Green-synthesized AgNPs are conjugated with macrolide antibiotics. In the green synthesis, AgNPs also showed their antibacterial efficacy against all respiratory pathogens. Moreover, green-synthesized AgNPs conjugated with macrolide antibiotics also significantly reduced the host cell cytotoxicity, but the specific mechanism of action of these nanoparticles is unknown, and future research will focus on that as well as testing their potential in vivo. The present study gives the baseline report for future prospects.
-
Funding information: The authors state no funding involved.
-
Author contributions: Conceptualization: Ruban P., L. Joji Reddy S. J., Rajalakshmi Manickam, R. Rathinam, Syed Ali M., S. Rajkumar, and Shubham Sharma; formal analysis: Ruban P., L. Joji Reddy S.J., Rajalakshmi Manickam, R. Rathinam, Syed Ali M., S. Rajkumar, Shubham Sharma, and P. Sudhakara; investigation: Ruban P., L. Joji Reddy S.J., Rajalakshmi Manickam, R. Rathinam, Syed Ali M., S. Rajkumar, and Shubham Sharma; writing – original draft preparation: Ruban P., L. Joji Reddy S.J., Rajalakshmi Manickam, R. Rathinam, Syed Ali M., S. Rajkumar, and Shubham Sharma; writing – review and editing: Shubham Sharma, P. Sudhakara, and Elsayed Mohamed Tag Eldin; supervision: Shubham Sharma and Elsayed Mohamed Tag Eldin; project administration: Shubham Sharma and Elsayed Mohamed Tag Eldin; funding acquisition: Shubham Sharma and Elsayed Mohamed Tag Eldin. All authors have accepted the responsibility for the entire content of this manuscript and approved its submission.
-
Conflict of interest: The authors state no conflict of interest.
References
[1] Garchitorena, A., S. H. Sokolow, B. Roche, C. N. Ngonghala, M. Jocque, A. Lund, et al. Disease ecology, health and the environment: a framework to account for ecological and socio-economic drivers in the control of neglected tropical diseases. Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 372, 2017, pp. 1–12.10.1098/rstb.2016.0128Search in Google Scholar
[2] Govindasamy, C., S. Narayani, M. Arulpriya, P. Ruban, K. Anantharaj, and R. Srinivasan. In vitro antimicrobial activities of seaweed extracts against human pathogens. Journal of Pharmacy Research, Vol. 4, 2011, pp. 2076–2077.Search in Google Scholar
[3] Towne, E. G., and I. Barnard. Themeda quadrivalvis (Poaceae: Andropogoneae) in Kansas: an exotic plant introduced from birdseed JSTOR, Vol. 19, No. 1, 2000, pp. 201–203. https://www.jstor.org/stable/41967774?refreqid=excelsior%3A83c8e55fdc2bbb8b1f523a47e2bb9af7 (accessed September 9, 2021).Search in Google Scholar
[4] Parikh, R. Y., S. Singh, B. L. Prasad, M. S. Patole, M. Sastry, and Y. S. Shouche. Extracellular synthesis of crystalline silver nanoparticles and molecular evidence of silver resistance from Morganella sp.: towards understanding biochemical synthesis mechanism. ChemBioChem, Vol. 9, No. 9, 2008, pp. 1415–1422.10.1002/cbic.200700592Search in Google Scholar
[5] Saldan, I., Y. Semenyuk, I. Marchuk, and O. Reshetnyak. Chemical synthesis and application of palladium nanoparticles. Journal of Materials Science, Vol. 506, No. 50, 2015, pp. 2337–2354.10.1007/s10853-014-8802-2Search in Google Scholar
[6] Shaik, S., M. R. Kummara, S. Poluru, C. Allu, J. M. Gooty, C. R. Kashayi, et al. A green approach to synthesize silver nanoparticles in starch-co-poly(acrylamide) hydrogels by tridax procumbens leaf extract and their antibacterial activity. International Journal of Carbohydrate Chemistry, Vol. 2013, 2013, pp. 1–10.10.1155/2013/539636Search in Google Scholar
[7] Gaynor, M. and A. S. Mankin. Macrolide antibiotics: binding site, mechanism of action, resistance. Current Topics in Medicinal Chemistry, Vol. 2, No. 3, 2003, pp. 949–961.10.2174/1568026033452159Search in Google Scholar
[8] Oyedapo, O. O., J. A. Olagunju, and A. A. Jobi. An investigation into the biochemical basis of the observed hyperglycaemia in rats treated with ethanol root extract of Plumbago zeylanica. Phytotherapy Research, Wiley Online Library, Vol. 13, 1999, pp. 346–348. https://onlinelibrary.wiley.com/doi/10.1002/(SICI)1099-1573(199906)13:4%3C346: AID-PTR444%3E3.0.CO;2-D. (accessed September 9, 2021).10.1002/(SICI)1099-1573(199906)13:4<346::AID-PTR444>3.0.CO;2-DSearch in Google Scholar
[9] Sofowora, A. Recent trends in research into African medicinal plants. Journal of Ethnopharmacology, Vol. 38, 1993, pp. 197–208.10.1016/0378-8741(93)90017-YSearch in Google Scholar
[10] Okwu, D. and C. Josiah. Evaluation of the chemical composition of two Nigerian medicinal plants. African Journal of Biotechnology, Vol. 5, 2006, pp. 357–361. https://tspace.library.utoronto.ca/handle/1807/6689. (accessed September 9, 2021).Search in Google Scholar
[11] Masri, A., A. Anwar, D. Ahmed, R. B. Siddiqui, M. R. Shah, and N. A. Khan. Silver nanoparticle conjugation-enhanced antibacterial efficacy of clinically approved drugs cephradine and vildagliptin. Antibiotics (USSR), Vol. 7, 2018, pp. 1–12.Search in Google Scholar
[12] Daferera, D. J., B. N. Ziogas, and M. G. Polissiou. GC-MS analysis of essential oils from some greek aromatic plants and their fungitoxicity on Penicillium digitatum. Journal of Agricultural and Food Chemistry, Vol. 48, 2000, pp. 2576–2581.10.1021/jf990835xSearch in Google Scholar
[13] Háznagy-Radnai, E., S. Czigle, and I. Máthé. TLC and GC analysis of the essential oils of stachys species. JPC – Journal of Planar Chromatography – Modern TLC, Vol. 20, 2007, pp. 189–196.10.1556/JPC.20.2007.3.5Search in Google Scholar
[14] Nandakumar, A., M. M. Vaganan, P. Sundararaju, and R. Udayakumar. Phytochemical analysis and nematicidal activity of ethanolic leaf extracts of Datura metel, Datura innoxia and Brugmansia suaveolens against meloidogyne incognita. Asian Journal of Biology, Vol. 2, 2017, pp. 1–11.10.9734/AJOB/2017/34241Search in Google Scholar
[15] Arash Rafat, S. M. and K. Philip. A novel source of bioactive compounds: endophytic bacteria isolated from Centella asiatica. Journal of Pure and Applied Microbiology, Vol. 6, 2012, pp. 11–20. https://www.cabdirect.org/globalhealth/abstract/20123220018. (accessed September 9, 2021).Search in Google Scholar
[16] Othman, L., A. Sleiman, and R. M. Abdel-Massih. Antimicrobial activity of polyphenols and alkaloids in middle eastern plants. Frontiers in Microbiology, Vol. 911, 2019, pp. 1–28.10.3389/fmicb.2019.00911Search in Google Scholar PubMed PubMed Central
[17] Tungmunnithum, D., A. Thongboonyou, A. Pholboon, and A. Yangsabai. Flavonoids and other phenolic compounds from medicinal plants for pharmaceutical and medical aspects: an overview. Medicines, Vol. 5, 2018, id. 93.10.3390/medicines5030093Search in Google Scholar PubMed PubMed Central
[18] Loiseau, A., V. Asila, G. Boitel-Aullen, M. Lam, M. Salmain, and S. Boujday. Silver-based plasmonic nanoparticles for and their use in biosensing. Biosensors, Vol. 9, 2019, id. 78.10.3390/bios9020078Search in Google Scholar PubMed PubMed Central
[19] Christensen, L., S. Vivekanandhan, M. Misra, and A. K. Mohanty. Biosynthesis of silver nanoparticles using Murraya koenigii (curry leaf): an investigation on the effect of broth concentration in reduction mechanism and particle size. Advanced Materials Letters, Vol. 2, 2011, pp. 429–434.10.5185/amlett.2011.4256Search in Google Scholar
[20] Tripathy, A., A. M. Raichur, N. Chandrasekaran, T. C. Prathna, and A. Mukherjee. Process variables in biomimetic synthesis of silver nanoparticles by aqueous extract of Azadirachta indica (neem) leaves. Journal of Nanoparticle Research, Vol. 121, No. 12, 2009, pp. 237–246.10.1007/s11051-009-9602-5Search in Google Scholar
[21] Sankar, R., A. Karthik, A. Prabu, S. Karthik, K. S. Shivashangari, and V. Ravikumar. Origanum vulgare mediated biosynthesis of silver nanoparticles for its antibacterial and anticancer activity. Colloids and Surfaces B, Biointerfaces, Vol. 108, 2013, pp. 80–84.10.1016/j.colsurfb.2013.02.033Search in Google Scholar PubMed
[22] Lin, C. S., C. C. Hwang, W. H. Lee, and W. Y. Tong. Preparation of zinc oxide (ZnO) powders with different types of morphology by a combustion synthesis method. Materials Science and Engineering: B Solid-State Materials for Advanced Technology, Vol. 140, 2007, pp. 31–37.10.1016/j.mseb.2007.03.023Search in Google Scholar
[23] Masri, A., A. Anwar, D. Ahmed, R. B. Siddiqui, M. R. Shah, and N. A. Khan. Silver nano particle conjugation-enhanced antibacterial efficacy of clinically approved drugs cephradine and vildagliptin. Antibiotics (USSR), Vol. 7, 2018, No. 4, id. 100.10.3390/antibiotics7040100Search in Google Scholar PubMed PubMed Central
[24] Sudha, T., S. Chidambarampillai, and V. R. Mohan. GC-MS analysis of bioactive components of aerial parts of Fluggea leucopyrus willd. (Euphorbiaceae) Article info abstract. Journal of Applied Pharmaceutical Science, Vol. 3, 2013, pp. 126–130.Search in Google Scholar
[25] Pandey, K., C. S. Singh, R. K. Prasad, A. K. Singh, and M. K. Mishra. Studies of anti-microbial activity using leaf extract of Cynodon dactylon. Der Pharmacia Lettre, Vol. 8, No. 3, 2016, pp. 325–330. https://www.scholarsresearchlibrary.com/articles/studies-of-antimicrobial-activity-using-leaf-extract-of-cynodon-dactylon.pdf. (accessed September 9, 2021).Search in Google Scholar
[26] Subhashini, G., P. Ruban, and T. Daniel. Biosynthesis and characterization of magnetic (Fe3O4) iron oxide nanoparticles from a red seaweed Gracilaria edulis and its antimicrobial activity. International Journal of Advanced Science Research and Management, Vol. 3, 2018, pp. 184–189. www.ijasrm.com.Search in Google Scholar
[27] Ruban, P. and K. Gajalakshmi. In vitro antibacterial activity of Hibiscus rosa-sinensis flower extract against human pathogens. Asian Pacific Journal of Tropical Biomedicine, Vol. 2, 2012, pp. 399–403.10.1016/S2221-1691(12)60064-1Search in Google Scholar PubMed PubMed Central
[28] Wilczewska, A. Z., K. Niemirowicz, K. H. Markiewicz, and H. Car. Nanoparticles as drug delivery systems. Pharmacological Reports, Vol. 64, 2012, pp. 1020–1037.10.1016/S1734-1140(12)70901-5Search in Google Scholar
[29] Rani, R., D. Sharma, M. Chaturvedi, J. P. Yadav, and J. P. Yadav. Green synthesis, characterization and antibacterial activity of silver nanoparticles of endophytic fungi Aspergillus terreus. Journal of Nanomedicine & Nanotechnology, Vol. 8, 2017, id. 457.10.4172/2157-7439.1000457Search in Google Scholar
[30] Singh, S., R. K. Tiwari, and R. S. Pandey. Evaluation of acute toxicity of triazophos and deltamethrin and their inhibitory effect on AChE activity in Channa punctatus. Toxicology Reports, Vol. 5, 2018, pp. 85–89.10.1016/j.toxrep.2017.12.006Search in Google Scholar PubMed PubMed Central
[31] Yadav, J. P., S. Kumar, L. Budhwar, A. Yadav and M. Yadav. Characterization and antibacterial activity of synthesized silver and iron nanoparticles using aloe vera. Journal of Nanomedicine & Nanotechnology, Vol. 7, 2016, pp. 1–7.10.4172/2157-7439.1000384Search in Google Scholar
[32] Zazo, H., C. I. Colino, and J. M. Lanao. Current applications of nanoparticles in infectious diseases. Journal of Controlled Release, Vol. 224, 2016, pp. 86–102.10.1016/j.jconrel.2016.01.008Search in Google Scholar PubMed
[33] Ouda Sahar, M. Some nanoparticles effects on Proteus sp. and Klebsiella sp. isolated from water. American Journal of Infectious Diseases and Microbiology, Vol. 2, 2014, pp. 4–10.10.12691/ajidm-2-1-2Search in Google Scholar
[34] Mohammadi, G., H. Valizadeh, M. Barzegar-Jalali, F. Lotfipour, K. Adibkia, M. Milani, et al. Development of azithromycin-PLGA nanoparticles: physicochemical characterization and antibacterial effect against Salmonella typhi. Colloids and Surfaces B, Biointerfaces, Vol. 80, 2010, pp. 34–39.10.1016/j.colsurfb.2010.05.027Search in Google Scholar PubMed
[35] Rathinam, R. and S. Pattabhi. Removal of rhodamine B dye from aqueous solution by advanced oxidation process using ZnO nanoparticles. Indian Journal of Ecology, Vol. 46, No. 1, 2019, pp. 167–174.Search in Google Scholar
[36] Heidarpour, F., W. A. Ghani, F. R. Ahmadun, S. Sobri, M. Zargar, and M. R. Mozafari. Nano silver-coated polypropylene water filter: I. Manufacture by electron beam gun using a modified balzers 760 machine. Digest Journal of Nanomaterials & Biostructures (DJNB), Vol. 5, No. 3, 2010, pp. 787–796.Search in Google Scholar
[37] Khane, Y., K. Benouis, S. Albukhaty, G. M. Sulaiman, M. M. Abomughaid, A. Al Ali, et al. Green synthesis of silver nanoparticles using aqueous citrus limon zest extract: characterization and evaluation of their antioxidant and antimicrobial properties. Nanomaterials, Vol. 12, No. 12, 2022, id. 2013.10.3390/nano12122013Search in Google Scholar PubMed PubMed Central
[38] Ibraheem, D. R., N. N. Hussein, G. M. Sulaiman, H. A. Mohammed, R. A. Khan, and O. Al Rugaie. Ciprofloxacin-loaded silver nanoparticles as potent nano-antibiotics against resistant pathogenic bacteria. Nanomaterials, Vol. 12, No. 16, 2022, id. 2808.10.3390/nano12162808Search in Google Scholar PubMed PubMed Central
[39] Hawar, S., H. Al-Shmgani, Z. Al-Kubaisi, G. Sulaiman, Y. Dewir, and J. Rikisahedew. Green synthesis of silver nanoparticles from Alhagi graecorum leaf extract and evaluation of their cytotoxicity and antifungal activity. Journal of Nanomaterials, Vol. 2022, 2022, id. 8.10.1155/2022/1058119Search in Google Scholar
[40] Chen, Z., X. He, J. Ge, G. Fan, L. Zhang, A. M. Parvez, et al. Controllable fabrication of nanofibrillated cellulose supported HKUST-1 hierarchically porous membranes for highly efficient removal of formaldehyde in air. Industrial Crops and Products, Vol. 186, 2022, id. 115269.10.1016/j.indcrop.2022.115269Search in Google Scholar
[41] Zhang, C., J. Li, M. Xiao, D. Wang, Y. Qu, L. Zou, et al. Oral colon-targeted mucoadhesive micelles with enzyme-responsive controlled release of curcumin for ulcerative colitis therapy. Chinese Chemical Letters, Vol. 33, No. 11, 2022, pp. 4924–4929.10.1016/j.cclet.2022.03.110Search in Google Scholar
[42] Yang, K., Q. Geng, Y. Luo, R. Xie, T. Sun, Z. Wang, et al. Dysfunction of FadA-cAMP signalling decreases Aspergillus flavus resistance to antimicrobial natural preservative Perillaldehyde and AFB1 biosynthesis. Environmental Microbiology, Vol. 24, No. 3, 2022, pp. 1590–1607.10.1111/1462-2920.15940Search in Google Scholar PubMed
[43] Hu, Z., T. V. Zhao, T. Huang, S. Ohtsuki, K. Jin, I. N. Goronzy, et al. The transcription factor RFX5 coordinates antigen-presenting function and resistance to nutrient stress in synovial macrophages. Nature Metabolism, Vol. 4, No. 6, 2022, pp. 759–774.10.1038/s42255-022-00585-xSearch in Google Scholar PubMed PubMed Central
[44] Yang, R., E. Hou, W. Cheng, X. Yan, T. Zhang, S. Li, et al. Membrane-targeting neolignan-antimicrobial peptide mimic conjugates to combat methicillin-resistant Staphylococcus aureus (MRSA) infections. Journal of Medicinal Chemistry, Vol. 65, 2022, pp. 16879–16892.10.1021/acs.jmedchem.2c01674Search in Google Scholar PubMed
[45] Luo, J., Y. Liu, H. Wang, C. Gong, Z. Zhou, and Q. Zhou. Chiral 1,2-diaminocyclohexane-伪-amino acid-derived Amidphos/Ag(I)-catalyzed divergent enantioselective 1,3-dipolar cycloaddition of azomethine ylides. Heterocycles, Vol. 104, 2022, id. 123.10.3987/COM-21-14561Search in Google Scholar
[46] Yang, Y., Y. Shi, D. Chen, H. Chen, and X. Liu. Bisphenol A and its analogues in paired urine and house dust from South China and implications for children’s exposure. Chemosphere, Vol. 294, 2022, id. 133701.10.1016/j.chemosphere.2022.133701Search in Google Scholar PubMed
[47] Lu, L., X. Zhai, X. Li, S. Wang, L. Zhang, L. Wang, et al. Met1-specific motifs conserved in OTUB subfamily of green plants enable rice OTUB1 to hydrolyse Met1 ubiquitin chains. Nature Communications, Vol. 13, No. 1, 2022, id. 4672.10.1038/s41467-022-32364-3Search in Google Scholar PubMed PubMed Central
[48] Tang, X., J. Wu, W. Wu, Z. Zhang, W. Zhang, Q. Zhang, et al. Competitive-type pressure-dependent immunosensor for highly sensitive detection of diacetoxyscirpenol in wheat via monoclonal antibody. Analytical Chemistry (Washington), Vol. 92, No. 5, 2020, pp. 3563–3571.10.1021/acs.analchem.9b03933Search in Google Scholar PubMed
[49] Zhang, Z., P. Ma, R. Ahmed, J. Wang, D. Akin, F. Soto, et al. Advanced point‐of‐care testing technologies for human acute respiratory virus detection. Advanced Materials (Weinheim), Vol. 34, 2021, id. 2103646.10.1002/adma.202103646Search in Google Scholar PubMed
[50] Liu, Z., P. Qian, X. Wang, Y. Zhuang, L. Qiu, and X. Wang. Combining graph neural networks with expert knowledge for smart contract vulnerability detection. IEEE Transactions on Knowledge and Data Engineering, Vol. 35, 2021, id. 1.10.1109/TKDE.2021.3095196Search in Google Scholar
[51] Zheng, J., R. Yue, R. Yang, Q. Wu, Y. Wu, M. Huang, et al. Visualization of zika virus infection via a light-initiated bio-orthogonal cycloaddition labeling strategy. Frontiers in Bioengineering and Biotechnology, Vol. 10, 2022, id. 1051.10.3389/fbioe.2022.940511Search in Google Scholar PubMed PubMed Central
[52] Ding, W., Q. Meng, G. Dong, N. Qi, H. Zhao, and S. Shi. Metabolic engineering of threonine catabolism enables Saccharomyces cerevisiae to produce propionate under aerobic conditions. Biotechnology Journal, Vol. 17, 2022, id. e2100579.10.1002/biot.202100579Search in Google Scholar PubMed
[53] Zhang, Y., G. Liu, J. Ye, and Y. Lin. Crushing and parametric studies of polygonal substructures based hierarchical cellular honeycombs with non-uniform wall thickness. Composite Structures, Vol. 299, 2022, id. 116087.10.1016/j.compstruct.2022.116087Search in Google Scholar
© 2023 the author(s), published by De Gruyter
This work is licensed under the Creative Commons Attribution 4.0 International License.
Articles in the same Issue
- Review Articles
- Progress in preparation and ablation resistance of ultra-high-temperature ceramics modified C/C composites for extreme environment
- Solar lighting systems applied in photocatalysis to treat pollutants – A review
- Technological advances in three-dimensional skin tissue engineering
- Hybrid magnesium matrix composites: A review of reinforcement philosophies, mechanical and tribological characteristics
- Application prospect of calcium peroxide nanoparticles in biomedical field
- Research progress on basalt fiber-based functionalized composites
- Evaluation of the properties and applications of FRP bars and anchors: A review
- A critical review on mechanical, durability, and microstructural properties of industrial by-product-based geopolymer composites
- Multifunctional engineered cementitious composites modified with nanomaterials and their applications: An overview
- Role of bioglass derivatives in tissue regeneration and repair: A review
- Research progress on properties of cement-based composites incorporating graphene oxide
- Properties of ultra-high performance concrete and conventional concrete with coal bottom ash as aggregate replacement and nanoadditives: A review
- A scientometric review of the literature on the incorporation of steel fibers in ultra-high-performance concrete with research mapping knowledge
- Weldability of high nitrogen steels: A review
- Application of waste recycle tire steel fibers as a construction material in concrete
- Wear properties of graphene-reinforced aluminium metal matrix composite: A review
- Experimental investigations of electrodeposited Zn–Ni, Zn–Co, and Ni–Cr–Co–based novel coatings on AA7075 substrate to ameliorate the mechanical, abrasion, morphological, and corrosion properties for automotive applications
- Research evolution on self-healing asphalt: A scientometric review for knowledge mapping
- Recent developments in the mechanical properties of hybrid fiber metal laminates in the automotive industry: A review
- A review of microscopic characterization and related properties of fiber-incorporated cement-based materials
- Comparison and review of classical and machine learning-based constitutive models for polymers used in aeronautical thermoplastic composites
- Gold nanoparticle-based strategies against SARS-CoV-2: A review
- Poly-ferric sulphate as superior coagulant: A review on preparation methods and properties
- A review on ceramic waste-based concrete: A step toward sustainable concrete
- Modification of the structure and properties of oxide layers on aluminium alloys: A review
- A review of magnetically driven swimming microrobots: Material selection, structure design, control method, and applications
- Polyimide–nickel nanocomposites fabrication, properties, and applications: A review
- Design and analysis of timber-concrete-based civil structures and its applications: A brief review
- Effect of fiber treatment on physical and mechanical properties of natural fiber-reinforced composites: A review
- Blending and functionalisation modification of 3D printed polylactic acid for fused deposition modeling
- A critical review on functionally graded ceramic materials for cutting tools: Current trends and future prospects
- Heme iron as potential iron fortifier for food application – characterization by material techniques
- An overview of the research trends on fiber-reinforced shotcrete for construction applications
- High-entropy alloys: A review of their performance as promising materials for hydrogen and molten salt storage
- Effect of the axial compression ratio on the seismic behavior of resilient concrete walls with concealed column stirrups
- Research Articles
- Effect of fiber orientation and elevated temperature on the mechanical properties of unidirectional continuous kenaf reinforced PLA composites
- Optimizing the ECAP processing parameters of pure Cu through experimental, finite element, and response surface approaches
- Study on the solidification property and mechanism of soft soil based on the industrial waste residue
- Preparation and photocatalytic degradation of Sulfamethoxazole by g-C3N4 nano composite samples
- Impact of thermal modification on color and chemical changes of African padauk, merbau, mahogany, and iroko wood species
- The evaluation of the mechanical properties of glass, kenaf, and honeycomb fiber-reinforced composite
- Evaluation of a novel steel box-soft body combination for bridge protection against ship collision
- Study on the uniaxial compression constitutive relationship of modified yellow mud from minority dwelling in western Sichuan, China
- Ultrasonic longitudinal torsion-assisted biotic bone drilling: An experimental study
- Green synthesis, characterizations, and antibacterial activity of silver nanoparticles from Themeda quadrivalvis, in conjugation with macrolide antibiotics against respiratory pathogens
- Performance analysis of WEDM during the machining of Inconel 690 miniature gear using RSM and ANN modeling approaches
- Biosynthesis of Ag/bentonite, ZnO/bentonite, and Ag/ZnO/bentonite nanocomposites by aqueous leaf extract of Hagenia abyssinica for antibacterial activities
- Eco-friendly MoS2/waste coconut oil nanofluid for machining of magnesium implants
- Silica and kaolin reinforced aluminum matrix composite for heat storage
- Optimal design of glazed hollow bead thermal insulation mortar containing fly ash and slag based on response surface methodology
- Hemp seed oil nanoemulsion with Sapindus saponins as a potential carrier for iron supplement and vitamin D
- A numerical study on thin film flow and heat transfer enhancement for copper nanoparticles dispersed in ethylene glycol
- Research on complex multimodal vibration characteristics of offshore platform
- Applicability of fractal models for characterising pore structure of hybrid basalt–polypropylene fibre-reinforced concrete
- Influence of sodium silicate to precursor ratio on mechanical properties and durability of the metakaolin/fly ash alkali-activated sustainable mortar using manufactured sand
- An experimental study of bending resistance of multi-size PFRC beams
- Characterization, biocompatibility, and optimization of electrospun SF/PCL composite nanofiber films
- Morphological classification method and data-driven estimation of the joint roughness coefficient by consideration of two-order asperity
- Prediction and simulation of mechanical properties of borophene-reinforced epoxy nanocomposites using molecular dynamics and FEA
- Nanoemulsions of essential oils stabilized with saponins exhibiting antibacterial and antioxidative properties
- Fabrication and performance analysis of sustainable municipal solid waste incineration fly ash alkali-activated acoustic barriers
- Electrostatic-spinning construction of HCNTs@Ti3C2T x MXenes hybrid aerogel microspheres for tunable microwave absorption
- Investigation of the mechanical properties, surface quality, and energy efficiency of a fused filament fabrication for PA6
- Experimental study on mechanical properties of coal gangue base geopolymer recycled aggregate concrete reinforced by steel fiber and nano-Al2O3
- Hybrid bio-fiber/bio-ceramic composite materials: Mechanical performance, thermal stability, and morphological analysis
- Experimental study on recycled steel fiber-reinforced concrete under repeated impact
- Effect of rare earth Nd on the microstructural transformation and mechanical properties of 7xxx series aluminum alloys
- Color match evaluation using instrumental method for three single-shade resin composites before and after in-office bleaching
- Exploring temperature-resilient recycled aggregate concrete with waste rubber: An experimental and multi-objective optimization analysis
- Study on aging mechanism of SBS/SBR compound-modified asphalt based on molecular dynamics
- Evolution of the pore structure of pumice aggregate concrete and the effect on compressive strength
- Effect of alkaline treatment time of fibers and microcrystalline cellulose addition on mechanical properties of unsaturated polyester composites reinforced by cantala fibers
- Optimization of eggshell particles to produce eco-friendly green fillers with bamboo reinforcement in organic friction materials
- An effective approach to improve microstructure and tribological properties of cold sprayed Al alloys
- Luminescence and temperature-sensing properties of Li+, Na+, or K+, Tm3+, and Yb3+ co-doped Bi2WO6 phosphors
- Effect of molybdenum tailings aggregate on mechanical properties of engineered cementitious composites and stirrup-confined ECC stub columns
- Experimental study on the seismic performance of short shear walls comprising cold-formed steel and high-strength reinforced concrete with concealed bracing
- Failure criteria and microstructure evolution mechanism of the alkali–silica reaction of concrete
- Mechanical, fracture-deformation, and tribology behavior of fillers-reinforced sisal fiber composites for lightweight automotive applications
- UV aging behavior evolution characterization of HALS-modified asphalt based on micro-morphological features
- Preparation of VO2/graphene/SiC film by water vapor oxidation
- A semi-empirical model for predicting carbonation depth of RAC under two-dimensional conditions
- Comparison of the physical properties of different polyimide nanocomposite films containing organoclays varying in alkyl chain lengths
- Effects of freeze–thaw cycles on micro and meso-structural characteristics and mechanical properties of porous asphalt mixtures
- Flexural performance of a new type of slightly curved arc HRB400 steel bars reinforced one-way concrete slabs
- Alkali-activated binder based on red mud with class F fly ash and ground granulated blast-furnace slag under ambient temperature
- Facile synthesis of g-C3N4 nanosheets for effective degradation of organic pollutants via ball milling
- DEM study on the loading rate effect of marble under different confining pressures
- Conductive and self-cleaning composite membranes from corn husk nanofiber embedded with inorganic fillers (TiO2, CaO, and eggshell) by sol–gel and casting processes for smart membrane applications
- Laser re-melting of modified multimodal Cr3C2–NiCr coatings by HVOF: Effect on the microstructure and anticorrosion properties
- Damage constitutive model of jointed rock mass considering structural features and load effect
- Thermosetting polymer composites: Manufacturing and properties study
- CSG compressive strength prediction based on LSTM and interpretable machine learning
- Axial compression behavior and stress–strain relationship of slurry-wrapping treatment recycled aggregate concrete-filled steel tube short columns
- Space-time evolution characteristics of loaded gas-bearing coal fractures based on industrial μCT
- Dual-biprism-based single-camera high-speed 3D-digital image correlation for deformation measurement on sandwich structures under low velocity impact
- Effects of cold deformation modes on microstructure uniformity and mechanical properties of large 2219 Al–Cu alloy rings
- Basalt fiber as natural reinforcement to improve the performance of ecological grouting slurry for the conservation of earthen sites
- Interaction of micro-fluid structure in a pressure-driven duct flow with a nearby placed current-carrying wire: A numerical investigation
- A simulation modeling methodology considering random multiple shots for shot peening process
- Optimization and characterization of composite modified asphalt with pyrolytic carbon black and chicken feather fiber
- Synthesis, characterization, and application of the novel nanomagnet adsorbent for the removal of Cr(vi) ions
- Multi-perspective structural integrity-based computational investigations on airframe of Gyrodyne-configured multi-rotor UAV through coupled CFD and FEA approaches for various lightweight sandwich composites and alloys
- Influence of PVA fibers on the durability of cementitious composites under the wet–heat–salt coupling environment
- Compressive behavior of BFRP-confined ceramsite concrete: An experimental study and stress–strain model
- Interval models for uncertainty analysis and degradation prediction of the mechanical properties of rubber
- Preparation of PVDF-HFP/CB/Ni nanocomposite films for piezoelectric energy harvesting
- Frost resistance and life prediction of recycled brick aggregate concrete with waste polypropylene fiber
- Synthetic leathers as a possible source of chemicals and odorous substances in indoor environment
- Mechanical properties of seawater volcanic scoria aggregate concrete-filled circular GFRP and stainless steel tubes under axial compression
- Effect of curved anchor impellers on power consumption and hydrodynamic parameters of yield stress fluids (Bingham–Papanastasiou model) in stirred tanks
- All-dielectric tunable zero-refractive index metamaterials based on phase change materials
- Influence of ultrasonication time on the various properties of alkaline-treated mango seed waste filler reinforced PVA biocomposite
- Research on key casting process of high-grade CNC machine tool bed nodular cast iron
- Latest research progress of SiCp/Al composite for electronic packaging
- Special Issue on 3D and 4D Printing of Advanced Functional Materials - Part I
- Molecular dynamics simulation on electrohydrodynamic atomization: Stable dripping mode by pre-load voltage
- Research progress of metal-based additive manufacturing in medical implants
Articles in the same Issue
- Review Articles
- Progress in preparation and ablation resistance of ultra-high-temperature ceramics modified C/C composites for extreme environment
- Solar lighting systems applied in photocatalysis to treat pollutants – A review
- Technological advances in three-dimensional skin tissue engineering
- Hybrid magnesium matrix composites: A review of reinforcement philosophies, mechanical and tribological characteristics
- Application prospect of calcium peroxide nanoparticles in biomedical field
- Research progress on basalt fiber-based functionalized composites
- Evaluation of the properties and applications of FRP bars and anchors: A review
- A critical review on mechanical, durability, and microstructural properties of industrial by-product-based geopolymer composites
- Multifunctional engineered cementitious composites modified with nanomaterials and their applications: An overview
- Role of bioglass derivatives in tissue regeneration and repair: A review
- Research progress on properties of cement-based composites incorporating graphene oxide
- Properties of ultra-high performance concrete and conventional concrete with coal bottom ash as aggregate replacement and nanoadditives: A review
- A scientometric review of the literature on the incorporation of steel fibers in ultra-high-performance concrete with research mapping knowledge
- Weldability of high nitrogen steels: A review
- Application of waste recycle tire steel fibers as a construction material in concrete
- Wear properties of graphene-reinforced aluminium metal matrix composite: A review
- Experimental investigations of electrodeposited Zn–Ni, Zn–Co, and Ni–Cr–Co–based novel coatings on AA7075 substrate to ameliorate the mechanical, abrasion, morphological, and corrosion properties for automotive applications
- Research evolution on self-healing asphalt: A scientometric review for knowledge mapping
- Recent developments in the mechanical properties of hybrid fiber metal laminates in the automotive industry: A review
- A review of microscopic characterization and related properties of fiber-incorporated cement-based materials
- Comparison and review of classical and machine learning-based constitutive models for polymers used in aeronautical thermoplastic composites
- Gold nanoparticle-based strategies against SARS-CoV-2: A review
- Poly-ferric sulphate as superior coagulant: A review on preparation methods and properties
- A review on ceramic waste-based concrete: A step toward sustainable concrete
- Modification of the structure and properties of oxide layers on aluminium alloys: A review
- A review of magnetically driven swimming microrobots: Material selection, structure design, control method, and applications
- Polyimide–nickel nanocomposites fabrication, properties, and applications: A review
- Design and analysis of timber-concrete-based civil structures and its applications: A brief review
- Effect of fiber treatment on physical and mechanical properties of natural fiber-reinforced composites: A review
- Blending and functionalisation modification of 3D printed polylactic acid for fused deposition modeling
- A critical review on functionally graded ceramic materials for cutting tools: Current trends and future prospects
- Heme iron as potential iron fortifier for food application – characterization by material techniques
- An overview of the research trends on fiber-reinforced shotcrete for construction applications
- High-entropy alloys: A review of their performance as promising materials for hydrogen and molten salt storage
- Effect of the axial compression ratio on the seismic behavior of resilient concrete walls with concealed column stirrups
- Research Articles
- Effect of fiber orientation and elevated temperature on the mechanical properties of unidirectional continuous kenaf reinforced PLA composites
- Optimizing the ECAP processing parameters of pure Cu through experimental, finite element, and response surface approaches
- Study on the solidification property and mechanism of soft soil based on the industrial waste residue
- Preparation and photocatalytic degradation of Sulfamethoxazole by g-C3N4 nano composite samples
- Impact of thermal modification on color and chemical changes of African padauk, merbau, mahogany, and iroko wood species
- The evaluation of the mechanical properties of glass, kenaf, and honeycomb fiber-reinforced composite
- Evaluation of a novel steel box-soft body combination for bridge protection against ship collision
- Study on the uniaxial compression constitutive relationship of modified yellow mud from minority dwelling in western Sichuan, China
- Ultrasonic longitudinal torsion-assisted biotic bone drilling: An experimental study
- Green synthesis, characterizations, and antibacterial activity of silver nanoparticles from Themeda quadrivalvis, in conjugation with macrolide antibiotics against respiratory pathogens
- Performance analysis of WEDM during the machining of Inconel 690 miniature gear using RSM and ANN modeling approaches
- Biosynthesis of Ag/bentonite, ZnO/bentonite, and Ag/ZnO/bentonite nanocomposites by aqueous leaf extract of Hagenia abyssinica for antibacterial activities
- Eco-friendly MoS2/waste coconut oil nanofluid for machining of magnesium implants
- Silica and kaolin reinforced aluminum matrix composite for heat storage
- Optimal design of glazed hollow bead thermal insulation mortar containing fly ash and slag based on response surface methodology
- Hemp seed oil nanoemulsion with Sapindus saponins as a potential carrier for iron supplement and vitamin D
- A numerical study on thin film flow and heat transfer enhancement for copper nanoparticles dispersed in ethylene glycol
- Research on complex multimodal vibration characteristics of offshore platform
- Applicability of fractal models for characterising pore structure of hybrid basalt–polypropylene fibre-reinforced concrete
- Influence of sodium silicate to precursor ratio on mechanical properties and durability of the metakaolin/fly ash alkali-activated sustainable mortar using manufactured sand
- An experimental study of bending resistance of multi-size PFRC beams
- Characterization, biocompatibility, and optimization of electrospun SF/PCL composite nanofiber films
- Morphological classification method and data-driven estimation of the joint roughness coefficient by consideration of two-order asperity
- Prediction and simulation of mechanical properties of borophene-reinforced epoxy nanocomposites using molecular dynamics and FEA
- Nanoemulsions of essential oils stabilized with saponins exhibiting antibacterial and antioxidative properties
- Fabrication and performance analysis of sustainable municipal solid waste incineration fly ash alkali-activated acoustic barriers
- Electrostatic-spinning construction of HCNTs@Ti3C2T x MXenes hybrid aerogel microspheres for tunable microwave absorption
- Investigation of the mechanical properties, surface quality, and energy efficiency of a fused filament fabrication for PA6
- Experimental study on mechanical properties of coal gangue base geopolymer recycled aggregate concrete reinforced by steel fiber and nano-Al2O3
- Hybrid bio-fiber/bio-ceramic composite materials: Mechanical performance, thermal stability, and morphological analysis
- Experimental study on recycled steel fiber-reinforced concrete under repeated impact
- Effect of rare earth Nd on the microstructural transformation and mechanical properties of 7xxx series aluminum alloys
- Color match evaluation using instrumental method for three single-shade resin composites before and after in-office bleaching
- Exploring temperature-resilient recycled aggregate concrete with waste rubber: An experimental and multi-objective optimization analysis
- Study on aging mechanism of SBS/SBR compound-modified asphalt based on molecular dynamics
- Evolution of the pore structure of pumice aggregate concrete and the effect on compressive strength
- Effect of alkaline treatment time of fibers and microcrystalline cellulose addition on mechanical properties of unsaturated polyester composites reinforced by cantala fibers
- Optimization of eggshell particles to produce eco-friendly green fillers with bamboo reinforcement in organic friction materials
- An effective approach to improve microstructure and tribological properties of cold sprayed Al alloys
- Luminescence and temperature-sensing properties of Li+, Na+, or K+, Tm3+, and Yb3+ co-doped Bi2WO6 phosphors
- Effect of molybdenum tailings aggregate on mechanical properties of engineered cementitious composites and stirrup-confined ECC stub columns
- Experimental study on the seismic performance of short shear walls comprising cold-formed steel and high-strength reinforced concrete with concealed bracing
- Failure criteria and microstructure evolution mechanism of the alkali–silica reaction of concrete
- Mechanical, fracture-deformation, and tribology behavior of fillers-reinforced sisal fiber composites for lightweight automotive applications
- UV aging behavior evolution characterization of HALS-modified asphalt based on micro-morphological features
- Preparation of VO2/graphene/SiC film by water vapor oxidation
- A semi-empirical model for predicting carbonation depth of RAC under two-dimensional conditions
- Comparison of the physical properties of different polyimide nanocomposite films containing organoclays varying in alkyl chain lengths
- Effects of freeze–thaw cycles on micro and meso-structural characteristics and mechanical properties of porous asphalt mixtures
- Flexural performance of a new type of slightly curved arc HRB400 steel bars reinforced one-way concrete slabs
- Alkali-activated binder based on red mud with class F fly ash and ground granulated blast-furnace slag under ambient temperature
- Facile synthesis of g-C3N4 nanosheets for effective degradation of organic pollutants via ball milling
- DEM study on the loading rate effect of marble under different confining pressures
- Conductive and self-cleaning composite membranes from corn husk nanofiber embedded with inorganic fillers (TiO2, CaO, and eggshell) by sol–gel and casting processes for smart membrane applications
- Laser re-melting of modified multimodal Cr3C2–NiCr coatings by HVOF: Effect on the microstructure and anticorrosion properties
- Damage constitutive model of jointed rock mass considering structural features and load effect
- Thermosetting polymer composites: Manufacturing and properties study
- CSG compressive strength prediction based on LSTM and interpretable machine learning
- Axial compression behavior and stress–strain relationship of slurry-wrapping treatment recycled aggregate concrete-filled steel tube short columns
- Space-time evolution characteristics of loaded gas-bearing coal fractures based on industrial μCT
- Dual-biprism-based single-camera high-speed 3D-digital image correlation for deformation measurement on sandwich structures under low velocity impact
- Effects of cold deformation modes on microstructure uniformity and mechanical properties of large 2219 Al–Cu alloy rings
- Basalt fiber as natural reinforcement to improve the performance of ecological grouting slurry for the conservation of earthen sites
- Interaction of micro-fluid structure in a pressure-driven duct flow with a nearby placed current-carrying wire: A numerical investigation
- A simulation modeling methodology considering random multiple shots for shot peening process
- Optimization and characterization of composite modified asphalt with pyrolytic carbon black and chicken feather fiber
- Synthesis, characterization, and application of the novel nanomagnet adsorbent for the removal of Cr(vi) ions
- Multi-perspective structural integrity-based computational investigations on airframe of Gyrodyne-configured multi-rotor UAV through coupled CFD and FEA approaches for various lightweight sandwich composites and alloys
- Influence of PVA fibers on the durability of cementitious composites under the wet–heat–salt coupling environment
- Compressive behavior of BFRP-confined ceramsite concrete: An experimental study and stress–strain model
- Interval models for uncertainty analysis and degradation prediction of the mechanical properties of rubber
- Preparation of PVDF-HFP/CB/Ni nanocomposite films for piezoelectric energy harvesting
- Frost resistance and life prediction of recycled brick aggregate concrete with waste polypropylene fiber
- Synthetic leathers as a possible source of chemicals and odorous substances in indoor environment
- Mechanical properties of seawater volcanic scoria aggregate concrete-filled circular GFRP and stainless steel tubes under axial compression
- Effect of curved anchor impellers on power consumption and hydrodynamic parameters of yield stress fluids (Bingham–Papanastasiou model) in stirred tanks
- All-dielectric tunable zero-refractive index metamaterials based on phase change materials
- Influence of ultrasonication time on the various properties of alkaline-treated mango seed waste filler reinforced PVA biocomposite
- Research on key casting process of high-grade CNC machine tool bed nodular cast iron
- Latest research progress of SiCp/Al composite for electronic packaging
- Special Issue on 3D and 4D Printing of Advanced Functional Materials - Part I
- Molecular dynamics simulation on electrohydrodynamic atomization: Stable dripping mode by pre-load voltage
- Research progress of metal-based additive manufacturing in medical implants