Antibacterial Activity Studies Research Articles

Development and In Vitro Analysis of Layer-by-Layer Assembled Membranes for Potential Wound Dressing: Electrospun Curcumin/Gelatin as Middle Layer and Gentamicin/Polyvinyl Alcohol as Outer Layers.

Nanofibrous membranes made of hydrogels have high specific surface areas and are suitable as drug carriers. Multilayer membranes fabricated by continuous electrospinning could delay drug release by increasing diffusion pathways, which is beneficial for long-term wound care. In this experiment, polyvinyl alcohol (PVA) and gelatin were used as membrane substrates, and a sandwich PVA/gelatin/PVA structure of layer-by-layer membranes was prepared by electrospinning under different drug loading concentrations and spinning times. The outer layers on both sides were citric-acid-crosslinked PVA membranes loaded with gentamicin as an electrospinning solution, and the middle layer was a curcumin-loaded gelatin membrane for the study of release behavior, antibacterial activity, and biocompatibility. According to the in vitro release results, the multilayer membrane could release curcumin slowly; the release amount was about 55% less than that of the single layer within 4 days. Most of the prepared membranes showed no significant degradation during immersion, and the phosphonate-buffered saline absorption rate of the multilayer membrane was about five to six times its weight. The results of the antibacterial test showed that the multilayer membrane loaded with gentamicin had a good inhibitory effect on Staphylococcus aureus and Escherichia coli. In addition, the layer-by-layer assembled membrane was non-cytotoxic but detrimental to cell attachment at all gentamicin-carrying concentrations. This feature could be used as a wound dressing to reduce secondary damage to the wound when changing the dressing. This multilayer wound dressing could be applied to wounds in the future to reduce the risk of bacterial infection and help wounds heal.

Antibacterial activity and molecular docking study of Coptis teeta

Objective: One of the declining medicinal plant species is Coptis teeta Wall, found solely in eastern parts ofIndia and China. The major chemical constituents present in the plant are berberine, pentadecanoic acid,copisine, palmatine, columbamine, epiberberineand jateorrhizine. The aim of present study is screening thephytoconstitutes in methanolic extract of roots by GC-MS analysis and isolating the pentadecanoic acid,aligned with DNA gyrase subunit B protein target involved in bacterial infection by carrying out moleculardocking.Methods: Each concentrate of Coptis teeta was evaluated for antibacterial action by plate disseminationtechnique against gram-positive and gram-negative microorganisms.GC-MS was performed for theidentification of various phytochemical constituents present in methanolic extracts of Coptis teeta.Out ofvarious chemical constituents,pentadecanoic acid was isolated and characterised by IR, 1HNMR and MASSspectroscopy.The isolated pentadecanoic acid was screened against bacterial strains such as Staphylococcusaureus, Staphylococcus epidermidis, Pseudomonas aeruginosa and Escherichia colihave shown good antibacterialactivity.Results: Column chromatography was performed for separation andGC-MS showed the presence ofpentadecanoic acid by a significant spot on methanolic extract, characterized by IR, NMR and MASS. Themethanolic extract and isolated compoundhas shown good antibacterial activity.Protein-ligand dockingwas achieved between the protein PDBID: 1KZM and pentadecanoic acid which showed a good affinityindicating its potent inhibiting action.Conclusion:In binding studies, ligand showed an interaction with amino acids residue His 170, Ala 140 andSer 246 of 1KZM which indicated the inhibition of bacterial growth.

In Vitro Study of Antibacterial Activity of Snake Fruit Extract against Extended Spectrum Beta Lactamase (ESBL) Escherichia coli

In Vitro Study of Antibacterial Activity of Snake Fruit Extract against Extended Spectrum Beta Lactamase (ESBL) Escherichia coli

Evaluation of antioxidant films of chitosan with Aquilaria agallocha extract as packaging material.

In this study, the bark of the Aquilaria agallocha was extracted, and the phenolic content of A. agallocha extract was determined using high-performance liquid chromatography-diode array detector. The A. agallocha extract-chitosan edible films were prepared by using a different amount of A. agallocha extract (0, 1, 4, and 8mL) and chitosan solution. Some physical properties of A. agallocha extract-chitosan edible films, water vapor permeability, solubility, swelling ratio, humidity ratio, thickness, scanning electron microscopy, and Fourier transform infrared spectroscopy analysis were investigated. The antibacterial activities, total phenolic content, and antioxidant capacity analysis of the A. agallocha extract-chitosan edible films were performed. The total phenolic content (0, 1, 4, and 8mL of A. agallocha extract-chitosan edible films 0.92±0.09, 1.34±0.04, 2.94±0.10, and 4.62±0.10mg gallic acid equivalent (GAE)/g film, respectively) and antioxidant capacity (0, 1, 4, and 8mL of A. agallocha extract-chitosan edible films 52.61±2.85, 104.28±4.78, 304.30±18.23, and 592.11±0.67mg Trolox equivalent (TE)/g film, respectively) of A. agallocha extract-chitosan edible films increased with the increase in the amount of extract. At the same time, the increase in the amount of antioxidant capacity improved the physical features of the films. The results of the antibacterial activity studies showed that all of the A. agallocha extract-chitosan edible films prevented bacterial growth from Escherichia coli and Staphylococcus aureus considering controlling group. PRACTICAL APPLICATIONS: To investigate the activity of antioxidant extract-biodegradable film, the A. agallocha extract-chitosan edible film had prepared. The results showed that A. agallocha extract-chitosan edible film was antioxidant and antibacterial properties and was used as food packaging material successfully.

Investigation of Biological Activities of Tetra‐substituted Phthalocyanines Bearing Tetraethyleneglycol Monomethyl Ether Chains at Peripheral and Non‐peripheral Positions

AbstractThis study describes the synthesis and characterization of peripherally and non‐peripherally substituted copper(II) and cobalt(II) phthalocyanines bearing tetraethyleneglycol monomethyl ether chains. In addition, the metal‐free and zinc(II) phthalocyanine derivatives were prepared according to the referred procedure. All newly synthesized phthalocyanines were characterized using some spectroscopic techniques such as elemental analysis and fourier transform infrared, ultraviolet‐visible, and mass spectroscopies. The effects of solvent type and concentration on aggregation properties of phthalocyanines were studied, as well. The biological activities of a series of these peripherally and non‐peripherally tetra‐substituted phthalocyanines were investigated. The effects of the central metal ion and the position of the substituent on biological activities of phthalocyanines were also compared. When the antioxidant activities of the synthesized molecules were evaluated by the 2,2‐diphenyl‐1‐picrylhydrazyl method, 1,8/11,15/18,22/25‐tetrakis[2‐(2‐(2‐(2‐methoxyethoxy)ethoxy)ethoxy)ethoxy]phthalocyaninatocobalt(II) (63.17±0.012 %) showed the highest activity. The highest reducing power activity was obtained with the 2,9/10,16/17,23/24‐tetrakis[2‐(2‐(2‐(2‐methoxyethoxy)ethoxy)ethoxy)ethoxy]phthalocyaninatozinc(II) molecule. In the antibacterial activity studies using the disc diffusion method, 2,9/10,16/17,23/24‐tetrakis[2‐(2‐(2‐(2‐methoxyethoxy) ethoxy)ethoxy)ethoxy]phthalocyaninatocopper(II) exhibited the highest inhibition activity on both gram negative (18±0.23 mm) and gram positive (23±0.07 mm) strains. On the other hand, 2,9/10,16/17,23/24‐tetrakis[2‐(2‐(2‐(2‐methoxyethoxy)ethoxy) ethoxy)ethoxy]phthalocyaninatozinc(II) and 1,8/11,15/18,22/25‐tetrakis[2‐(2‐(2‐(2‐methoxyethoxy)ethoxy)ethoxy)ethoxy]phthalo‐cyaninatozinc(II) compounds presented hemolytic activity against sheep blood in the hemolytic activity studies. The results confirmed that the synthesized molecules demonstrated average antioxidant activity compared to standard antioxidants. 2,9/10,16/17,23/24‐Tetrakis[2‐(2‐(2‐(2‐methoxyethoxy)ethoxy)ethoxy)ethoxy]phthalo‐cyaninatocopper(II), 2,9/10,16/17,23/24‐tetrakis[2‐(2‐(2‐(2‐methoxy ethoxy)ethoxy)ethoxy)ethoxy]phthalocyaninatozinc(II) and 1,8/11, 15/18,22/25‐tetrakis[2‐(2‐(2‐(2‐methoxyethoxy)ethoxy)ethoxy) ethoxy]phthalocyaninatozinc(II) complexes could remarkably inhibit S. aureus and CuPc‐1 complex E. coli growth.

Fabrication of novel chitosan@Ag/CeO2 hybrid nanocomposites for the study of antibacterial activity

Fabrication of novel chitosan@Ag/CeO2 hybrid nanocomposites for the study of antibacterial activity

Green synthesis of Nickel Oxide Nanoparticles using Syzygium Aromatic Extract: Characterization and Biological Applications

In this study, nickel oxide (NiO) nanoparticles were successfully synthesized by Syzygium aromaticum (clove) extract via a green synthesis method and evaluated their antibacterial properties. The bio-molecules inside the extract play an important role in converting nickel nitrate salt into nickel oxide nanoparticles. The prepared nickel oxide nanoparticles were characterized via different techniques such as X-ray Diffraction, fourier transform infrared spectroscopy, field emission-scanning electron microscopy and ultraviolet-visible spectrophotometer. From X-ray diffraction results, the crystallite size of NiO NPs was estimated to be (39.7 nm). The fourier transform infrared spectroscopy exhibits intense two peaks at 594 cm-1 and 469 cm-1 which indicates the formation of NiO NPs. In addition, the energy band-gap calculated by Tauc’s formula was ~ 2.89 eV. Finally, The antibacterial activity study results detected that NiO NPs have the highest activity against Staphylococcus aureus when compared to Escherichia coli. Thus, the present study exhibits good antibacterial activity, which may be explored in future clinical treatments.

Quality by design driven development and evaluation of thermosensitive hydrogel loaded with IgY and LL37-SLNs to combat experimental periodontitis

Egg yolk immunoglobulin (IgY) and LL37, potent antibacterial substances, can fight against periodontitis. This work aimed to develop a locally injectable hydrogel for potential co-delivery of special IgY and LL37-loaded solid lipid nanoparticles (LL37-SLNs) to synergistically inhibit the proliferation of oral pathogens, thus relieving periodontal inflammation and redness. The formulation of thermosensitive hydrogel loaded with IgY and LL37-SLNs was developed by adopting the Quality by Design approach. Then the formulations were optimized by two-factor three-level full factorial design by Design-Expert software. Finally, the optimized formulation was characterized and estimated in vitro and in vivo. In vitro release and antibacterial activity studies have revealed that the optimized formulation was homogeneous and can be released slowly, with sustainably antibacterial power. And the physical and chemical composition analysis and morphological observations further confirmed the sustained-release capability. On the other hand, in vivo studies proved that the optimized formulation significantly decreased gingival redness, bleeding, and plaque formation, avoided excessive resorption of alveolar bone, and reduced the levels of inflammatory factor in periodontitis rats. In conclusion, the optimized thermosensitive hydrogel loaded with IgY and LL37-SLNs may be a promising local sustained-release preparation for the effective treatment of periodontal diseases.

Design and synthesis of fascaplysin derivatives as inhibitors of FtsZ with potent antibacterial activity and mechanistic study

The increase in antibiotic resistance has made it particularly urgent to develop new antibiotics with novel antibacterial mechanisms. Inhibition of bacterial cell division by disrupting filamentous temperature-sensitive mutant Z (FtsZ) function is an effective and promising approach. A series of novel fascaplysin derivatives with tunable hydrophobicity were designed and synthesized here. The in vitro bioactivity assessment revealed that these compounds could inhibit the tested Gram-positive bacteria including methicillin-resistant S. aureus (MRSA) (MIC = 0.049–25 μg/mL), B. subtilis (MIC = 0.024–12.5 μg/mL) and S. pneumoniae (MIC = 0.049–50 μg/mL). Among them, compounds B3 (MIC = 0.098 μg/mL), B6 (MIC = 0.098 μg/mL), B8 (MIC = 0.049 μg/mL) and B16 (MIC = 0.098 μg/mL) showed the best bactericidal activities against MRSA and no significant tendency to trigger bacterial resistance as well as rapid bactericidal properties. The cell surface integrity of bacteria was significantly disrupted by hydrophobic tails of fascaplysin derivatives. Further studies revealed that these highly active amphiphilic compounds showed low hemolytic activity and cytotoxicity to mammalian cells. Preliminary mechanistic exploration suggests that B3, B6, B8 and B16 are potent FtsZ inhibitors to promote FtsZ polymerization and inhibit GTPase activity of FtsZ, leading to the death of bacterial cells by inhibiting bacterial division. Molecular docking simulations and structure-activity relationship (SAR) study reveal that appropriate increase in the hydrophobicity of fascaplysin derivatives and the addition of additional hydrogen bonds facilitated their binding to FtsZ proteins. These amphiphilic fascaplysin derivatives could serve as a novel class of FtsZ inhibitors, which not only gives new prospects for the application of compounds containing this skeleton but also provides new ideas for the discovery of new antibiotics.

Synthesis and Characterization of New N‐Pyrazol‐5‐yl) amidine Derivatives: X‐Ray Structure Hirshfeld Surface, and DFT Analyses together with Antibacterial and Antifungal Activity Studies

AbstractWe present in this work, the synthesis and characterization of N‐3‐pyrazolyl amidines derivatives obtained in satisfactory yields via one‐pot reaction. New structures of amidines were confirmed by FTIR, 1H NMR, 13C NMR, 13C NMR Dept spectrum and X ray crystallography of N‐benzyl‐N‐(3‐methyl‐1H‐pyrazol‐5‐yl) propanimidamide. In order to determinate the configuration of this amidine we have characterized it using also HRMS, DSC to determine the fusion points, X‐ray crystallography and Hirshfeld Surface analysis. The grown crystal possesses a dielectric behavior and DFT Calculation which has shown linear correlation between theoretical and experimental Hydrogen bond geometry, bond lengths (A°) and Torsion angles of 1 a. The examination of the spectrum and the SEM diagram of amidine 1a allowed us to determine the size of the particles which is of the order of 1.8 μm.All new amidines were screened for their antibacterial and antifungal activities and their phenotypic analysis was performed using the Phenotype Micro Arrays (PMs) tool to determine cellular responses during their respiration process.Amidines had relatively antibacterial activities with an antifungal behavior proving their interface reaction with several microrganisms. Such finding can be useful in medical and agricultural fields. The considered species belong to human's gut flora and soil phytopathogenesis fungi.

Structural, Optical and Antibacterial Activity Studies on CMC/PVA Blend Filled with Three Different Types of Green Synthesized ZnO Nanoparticles

In this work, zinc oxide (ZnO) was produced using extracts of Thymus (Z), Hibiscus rosa-sinensis (K), and Daucus carota (G). Furthermore, sodium carboxymethyl cellulose (CMC) and polyvinyl alcohol (PVA) were combined with ZnO to form three novel nanocomposites. X-ray diffraction (XRD) was used for the structural analysis, where the semicrystalline nature of the (CMC/PVA)/ZnO nanocomposites was confirmed. The characteristics functional groups that arose inside the prepared samples were identified by Fourier transform infrared spectroscopy (FTIR). Evidence for the successful preparation of the pure ZnO particles and their nanocomposites was carried out using a transmission electron microscope (TEM). The ZnO nanoparticles are mostly spherical, irregularly distributed, and have radii ranging from 10 to 40 nm. Their anti-bacterial activity was studied against B. subtilis, E. coli, and Candida albicans. The inhibition zones of all the prepared samples against E. coli were 0, 19, 31, and 23 mm for PVA/CMC blend, PVA/CMC/ZnO (Z) (PCZ-Z), PVA/CMC/ZnO (K) (PCZ-K), and PVA/CMC/ZnO (G) (PCZ-G), respectively, compared to the streptomycin control Gram-positive standard with inhibition zone (34 mm). On the other hand, the inhibition zones of the prepared samples against B. subtilis were equal to 0, 26, 33, and 28 mm for CMC/PVA, PCZ-Z, PCZ-K, and PCZ-G, respectively. Based on these results, the PCZ-K sample is the most effective at resisting E. coli (91.17%) and B. subtilis (94.28%). These nanocomposites do not have harmful chemicals, making them strong candidates for use in biological applications.

A new complex of silver(I) with probenecid: Synthesis, characterization, and studies of antibacterial and extended spectrum β-lactamases (ESBL) inhibition activities

This article describes the in vitro antibacterial and β-lactamase inhibition of a novel silver(I) complex with the sulfonamide probenecid (Ag-PROB). The formula Ag2C26H36N2O8S2·2H2O for the Ag-PROB complex was proposed based on elemental analysis. High-resolution mass spectrometric studies revealed the existence of the complex in its dimeric form. Infrared, nuclear magnetic resonance spectroscopies and Density Functional Theory calculations indicated a bidentate coordination of probenecid to the silver ions by the oxygen atoms of the carboxylate. In vitro antibacterial activities of Ag-PROB showed significant growth inhibitory activity over Mycobacterium tuberculosis, S. aureus, and P. aeruginosa PA01biofilm-producers, B. cereus, and E. coli. The Ag-PROB complex was active over multi-drug resistant of uropathogenic E. coli extended spectrum β-lactamases (ESBL) producing (EC958 and BR43), enterohemorrhagic E. coli (O157:H7) and enteroaggregative E. coli (O104:H4). Ag-PROB was able to inhibit CTX-M-15 and TEM-1B ESBL classes, at concentrations below the minimum inhibitory concentration for Ag-PROB, in the presence of ampicillin (AMP) concentration in which EC958 and BR43 bacteria were resistant in the absence of Ag-PROB. These results indicate that, in addition to ESBL inhibition, there is a synergistic antibacterial effect between AMP and the Ag-PROB. Molecular docking results revealed potential key residues involved in interactions between Ag-PROB, CTX-M-15 and TEM1B, suggesting the molecular mechanism of the ESBL inhibition. The obtained results added to the absence of mutagenic activity and low cytotoxic activity over non-tumor cell of the Ag-PROB complex open a new perspective for future in vivo tests demonstrating its potential of use as an antibacterial agent.

Molecular Docking, DFT, and Antibacterial Activity Study of a Newly Synthesized Mixed Ligand Complex of Co(II), 1,10-Phenanthroline, Adenine and Acetamide

Molecular Docking, DFT, and Antibacterial Activity Study of a Newly Synthesized Mixed Ligand Complex of Co(II), 1,10-Phenanthroline, Adenine and Acetamide

Study of antibacterial activity and cytotoxicity of the bioactive compound of Bacillus megaterium L2 strains isolated from the oral cavity of hospital workers and visitors at Dental Health Centre, Babylon, Iraq

Because of the resistance of pathogenic bacteria to antibiotics, there is an urgent necessity to search for new antibiotics produced by Bacillus spp., which are characterized by their capability to produce secondary metabolites with high efficacy against numerous types of pathogenic bacteria. A total of 40 Bacillus isolates were isolated from the mouths of 150 volunteers from the Dental Health Center in Babylon and diagnosed based on phenotypic characteristics and biochemical and physiological reaction tests with a colorimetric reagent card using the VITEK2 analyzer. The active compounds were extracted from Bacillus megaterium L2 and their antibacterial activity was tested against a group of gram-negative and gram-positive bacteria. The Minimum inhibitory concentration (MIC) of the extract was estimated, whereas 16 isolates showed high effectiveness against pathogenic bacteria, with the zone of inhibition ranging from 8-22 mm and the MIC ranging from 0.25–6.25 mg/ml. The active compounds were extracted, purified, and detected by Thin-layer chromatography (TLC), Infrared (IR) spectroscopy, and Ultraviolet (UV) spectroscopy. The cytotoxic activity of the extracts was studied using the MCF7 cell line. This showed that cytotoxicity effects on valid object count, nuclear morphology, and total nuclear intensity ranged from 17.245-441.24 and the cytotoxic effect on cell membrane permeability, mitochondrial membrane potential, and cytochrome C ranged from 49.04-601.79 Among the isolates, Bacillus megaterium L2(B9) was the best isolated strain of bacteria that was the most effective against anti-pathogenic bacterial strains- Gram positive (Staphylococcus pyogenes NCTC 8198 and St. aureus ATCC 29213) and gram negative (Pseudomonas aeruginosa RW109, Escherichia coli O157, and Salmonella typhi Ty2) and was non-toxic to human cells (MCF7).

Study of antibacterial and antioxidant activities of silver nanoparticles synthesized from Tradescantia pallida (purpurea) leaves extract

This study defined a facile, inexpensive, and benign method to fabricate silver nanoparticles (AgNPs) using Tradescantia pallidum var. purpurea aqueous leaves extract for the first time. A UV–vis spectrum showed that the evaluated extract was promising for green synthesis of the SNP, with the highest peak of absorption between 450 and 550 nm. The phytochemicals present in the plant extract acts as capping and stabilization agent were confirmed by FTIR analysis. EDX proved the presence of Ag while SEM confirmed the AgNPs with the spherical shape. TEM revealed the average particle size was 23 nm. Additionally, AgNPs exhibited significant antibacterial activity and turbidimetry analysis showed MIC and MBC was in range of 25–100 µg/mL against both Gram positive and Gram-negative bacteria in Luria Bertani broth cultures. The AgNPs exhibited potent antibacterial activity against gram-positive bacteria, with a ZOI of 12 ± 0.25 mm produced against BacillusB subtilis showed the largest zones of inhibition, which were greater than the positive control (cefotaxime). The MIC values were 50 µg/mL for Pseudomonas aeruginosa, 25 µg/mL for Staphylococcus aureus and Escherichia coli, and 100 µg/mL for B. subtilis, confirming their significant antibacterial action. AgNPs inhibited the DDPH free radical scavenging activity with an IC50 = 91.87 µg/mL. It is believed that these AgNPs play a crucial role in determining the therapeutic potential of T. pallida due to their biological efficacy.

Antibacterial activity studies of ZnO nanostructures with different morphologies against E. coli and S. aureus

Antibacterial activity studies of ZnO nanostructures with different morphologies against E. coli and S. aureus

Antibacterial activity study of a novel piscidin 5-like type 4 from Larimichthys crocea

As one of the key components of innate immune system, piscidins are likely to play pivotal role in the first defense line in fish. Piscidins own multiple resistance activity. A novel piscidin 5-like type 4 was excavated from Larimichthys crocea (termed Lc-P5L4) liver transcriptome immuned by Cryptocaryon irritans, and upregulated at 7 days post infection when secondary bacterial infection occurred. In the study, we characterized the antibacterial activity of Lc-P5L4. The liquid growth inhibition assay detected the recombinant Lc-P5L4 (rLc-P5L) had potent antibacterial activity to Photobacterium damselae. Scanning electron microscope (SEM) observed the cell surface of P. damselae collapsed to form pit, and membrane of some bacteria ruptured after co-incubation with rLc-P5L. Further, transmission electron microscope (TEM) was also employed to observe the intracellular microstructural damage, rLc-P5L4 caused cytoplasm contraction, pores formation and contents leakage. After knowing about its antibacterial effects, the preliminary antibacterial mechanism was also explored, western blot analysis showed rLc-P5L4 could bind to P. damselae through targeting to LPS. Agarose gel eletrophoresis analysis further showed rLc-P5L4 could also penetrate into cells and brought about genome DNA degradation. Therefore, rLc-P5L4 was of potential being a candidate to explore new antimicrobial drug or additive agent, especially to P. damselae.

Studies of antibacterial activity and molecular docking of potential bioactive compounds of plant extracts against KdgR protein of Dickeya dadantii

Studies of antibacterial activity and molecular docking of potential bioactive compounds of plant extracts against KdgR protein of Dickeya dadantii

From Antibacterial to Antibiofilm Targeting: An Emerging Paradigm Shift in the Development of Quaternary Ammonium Compounds (QACs).

In a previous development stage, mostly individual antibacterial activity was a target in the optimization of biologically active compounds and antiseptic agents. Although this targeting is still valuable, a new trend has appeared since the discovery of superhigh resistance of bacterial cells upon their aggregation into groups. Indeed, it is now well established that the great majority of pathogenic germs are found in the environment as surface-associated microbial communities called biofilms. The protective properties of biofilms and microbial resistance, even to high concentrations of biocides, cause many chronic infections in medical settings and lead to serious economic losses in various areas. A paradigm shift from individual bacterial targeting to also affecting more complex cellular frameworks is taking place and involves multiple strategies for combating biofilms with compounds that are effective at different stages of microbiome formation. Quaternary ammonium compounds (QACs) play a key role in many of these treatments and prophylactic techniques on the basis of both the use of individual antibacterial agents and combination technologies. In this review, we summarize the literature data on the effectiveness of using commercially available and newly synthesized QACs, as well as synergistic treatment techniques based on them. As an important focus, techniques for developing and applying antimicrobial coatings that prevent the formation of biofilms on various surfaces over time are discussed. The information analyzed in this review will be useful to researchers and engineers working in many fields, including the development of a new generation of applied materials; understanding biofilm surface growth; and conducting research in medical, pharmaceutical, and materials sciences. Although regular studies of antibacterial activity are still widely conducted, a promising new trend is also to evaluate antibiofilm activity in a comprehensive study in order to meet the current requirements for the development of highly needed practical applications.

Artificial Intelligence Applied to Improve Scientific Reviews: The Antibacterial Activity of Cistus Plants as Proof of Concept.

Reviews have traditionally been based on extensive searches of the available bibliography on the topic of interest. However, this approach is frequently influenced by the authors' background, leading to possible selection bias. Artificial intelligence applied to natural language processing (NLP) is a powerful tool that can be used for systematic reviews by speeding up the process and providing more objective results, but its use in scientific literature reviews is still scarce. This manuscript addresses this challenge by developing a reproducible tool that can be used to develop objective reviews on almost every topic. This tool has been used to review the antibacterial activity of Cistus genus plant extracts as proof of concept, providing a comprehensive and objective state of the art on this topic based on the analysis of 1601 research manuscripts and 136 patents. Data were processed using a publicly available Jupyter Notebook in Google Collaboratory here. NLP, when applied to the study of antibacterial activity of Cistus plants, is able to recover the main scientific manuscripts and patents related to the topic, avoiding any biases. The NLP-assisted literature review reveals that C. creticus and C. monspeliensis are the first and second most studied Cistus species respectively. Leaves and fruits are the most commonly used plant parts and methanol, followed by butanol and water, the most widely used solvents to prepare plant extracts. Furthermore, Staphylococcus. aureus followed by Bacillus. cereus are the most studied bacterial species, which are also the most susceptible bacteria in all studied assays. This new tool aims to change the actual paradigm of the review of scientific literature to make the process more efficient, reliable, and reproducible, according to Open Science standards.