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1.
Sci Rep ; 14(1): 16566, 2024 Jul 17.
Artigo em Inglês | MEDLINE | ID: mdl-39019931

RESUMO

Biologically mediated synthesis of nanomaterials has emerged as an ecologically benign and biocompatible approach. Our study explores enzymatic synthesis, utilizing α-amylase to synthesize ZnO nanoflowers (ZnO-NFs). X-ray diffraction and energy-dispersive X-ray spectroscopy revealed crystal structure and elemental composition. Dynamic light scattering analysis indicates that ZnO-NFs possess a size of 101 nm. Transmission electron microscopy showed a star-shaped morphology of ZnO-NFs with petal-like structures. ZnO-NFs exhibit potent photocatalytic properties, degrading 90% eosin, 87% methylene blue, and 81% reactive red dyes under UV light, with kinetics fitting the Langmuir-Hinshelwood pseudo-first-order rate law. The impact of pH and interfering substances on dye degradation was explored. ZnO-NFs display efficient bacteriocidal activity against different Gram-positive and negative strains, antibiofilm potential (especially with P. aeruginosa), and hemocompatibility up to 600 ppm, suggesting versatile potential in healthcare and environmental remediation applications.


Assuntos
Química Verde , Óxido de Zinco , alfa-Amilases , Óxido de Zinco/química , Óxido de Zinco/farmacologia , alfa-Amilases/metabolismo , alfa-Amilases/antagonistas & inibidores , Química Verde/métodos , Nanoestruturas/química , Antibacterianos/farmacologia , Antibacterianos/química , Biofilmes/efeitos dos fármacos , Anti-Infecciosos/farmacologia , Anti-Infecciosos/química , Testes de Sensibilidade Microbiana , Biomimética/métodos , Humanos
2.
Food Chem ; 447: 138945, 2024 Jul 30.
Artigo em Inglês | MEDLINE | ID: mdl-38461725

RESUMO

Artificial intelligence has the potential to alter the agricultural and food processing industries, with significant ramifications for sustainability and global food security. The integration of artificial intelligence in agriculture has witnessed a significant uptick in recent years. Therefore, comprehensive understanding of these techniques is needed to broaden its application in agri-food supply chain. In this review, we explored cutting-edge artificial intelligence methodologies with a focus on machine learning, neural networks, and deep learning. The application of artificial intelligence in agri-food industry and their quality assurance throughout the production process is thoroughly discussed with an emphasis on the current scientific knowledge and future perspective. Artificial intelligence has played a significant role in transforming agri-food systems by enhancing efficiency, sustainability, and productivity. Many food industries are implementing the artificial intelligence in modelling, prediction, control tool, sensory evaluation, quality control, and tackling complicated challenges in food processing. Similarly, artificial intelligence applied in agriculture to improve the entire farming process, such as crop yield optimization, use of herbicides, weeds identification, and harvesting of fruits. In summary, the integration of artificial intelligence in agri-food systems offers the potential to address key challenges in agriculture, enhance sustainability, and contribute to global food security.


Assuntos
Inteligência Artificial , Indústria de Processamento de Alimentos , Indústria Alimentícia , Manipulação de Alimentos , Redes Neurais de Computação , Agricultura
3.
Environ Res ; 220: 115092, 2023 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-36587720

RESUMO

A consortium of two biosurfactant-producing bacteria (Bacillus pumilus KS2 and Bacillus cereus R2) was developed to remediate petroleum hydrocarbon-contaminated paddy soil. Soil samples from a heavily contaminated rice field near Assam's Lakwa oilfield were collected and placed in earthen pots for treatment. After each month of incubation, 50 g of soil from each earthen pot was collected, and the soil TPH (ppm) in each sample was determined. The extracted TPH samples were analysed by Gas chromatography-mass spectrometry (GC-MS) to confirm microbial degradation. The soil samples were examined for changes in pH, conductivity, total organic content (TOC), water holding capacity, and total nitrogen content in addition to TPH degradation. An increasing trend in TPH degradation was observed with each passing month. After six months of treatment, the sample with the lowest initial TPH concentration (1735 ppm) had the highest degradation (91.24%), while the soil with the highest amount of TPH (5780 ppm) had the lowest degradation (74.35%). A wide range of aliphatic hydrocarbons found in soil samples was degraded by the bacterial consortium. The soil samples contained eight different low- and high-molecular-weight PAHs. Some were fully mineralized, while others were significantly reduced. With the decrease in the TPH level in the polluted soil, a significant improvement in the soil's physicochemical qualities (such as pH, electrical conductivity, total organic content, and water-holding capacity) was observed.


Assuntos
Oryza , Petróleo , Poluentes do Solo , Esgotos/microbiologia , Solo/química , Biodegradação Ambiental , Poluentes do Solo/análise , Microbiologia do Solo , Hidrocarbonetos , Bactérias/metabolismo , Petróleo/análise , Petróleo/metabolismo
4.
Nanotechnology ; 32(50)2021 Sep 23.
Artigo em Inglês | MEDLINE | ID: mdl-34479231

RESUMO

Development of nanocomposites as drug delivery vectors is a burgeoning field of research. However, the usage of such newly invented nanomatrices are often limited by the shortcomings associated with the testing of their real-life efficacy. Many drugs fail because a monolayer framework ofin vitrocell line screening method does not adequately mimic thein vivothree-dimensional microenvironments. In this direction, the study unveils the development of a continuous flow microreactor wherein the cellulose acetate nanoparticles (CANPs) with varying sizes are prepared before encapsulating them with an anticancer drug-doxorubicin (DOX). Subsequently, anin vitromicrofluidic drug delivery model has been introduced in which the HeLa cells specific to cervical cancer is treated with the DOX encapsulated CANPs-DOX@CANPs. Thereafter, the transport of the drugs from the fluidic to cellular environment, their transport inside the cell, and the real-time kinetics of the cancer cell apoptosis have been analyzed systematically to uncover the real-time efficacy and cytotoxic effects of the nanocomposite. Interestingly, experiments reveal, (i) ∼89.4% DOX loading on the nanocomposite owing to a facile electrostatic interaction, (ii) a pH-dependent controlled release of drug during the transport with the cancer cells, and (iii) cell apoptosis after the diffused inoculation of the drug. A mathematical model has been developed to emulate the drug transport from the surrounding fluid to the cancer cells. Experiments together with the mathematical model uncover that the kinetics of cancer cell death is limited by the reaction at the cell-nucleus. The microfluidic model has shown significant potential to be translated as a useful tool for the real-time and on-demandin vitroscreening of the cancer drugs.


Assuntos
Antineoplásicos/farmacologia , Apoptose/efeitos dos fármacos , Doxorrubicina/química , Portadores de Fármacos/química , Nanopartículas/química , Antineoplásicos/química , Antineoplásicos/metabolismo , Celulose/análogos & derivados , Celulose/química , Doxorrubicina/metabolismo , Doxorrubicina/farmacologia , Células HeLa , Humanos , Cinética , Microfluídica
5.
Soft Matter ; 17(19): 5084-5095, 2021 May 19.
Artigo em Inglês | MEDLINE | ID: mdl-33942823

RESUMO

The self-organized transport and delivery of reactive liquids without spillage or loss of activity have been among the most daunting challenges for a long time. In this direction, we employ the concept of forming "liquid marbles" (LMs) to encapsulate and transport reactive hydrogen peroxide (H2O2) coated with functional microparticles. For example, peroxide marbles coated with a toner ink display remote-controlled magnetotactic movement inside a fluidic medium, thus overcoming the weaknesses associated with use of the bare droplets. Interestingly, in such a scenario, the coating of the marbles could also be removed or reformed by bringing the magnet towards or away from the marble. In this way, this process could ensure an on-demand remotely guided coating on the peroxide droplet or its removal. The liquid marbles carrying peroxide solutions are found to preserve the activity of the peroxide and exhibit a low evaporation rate compared with the uncoated peroxide fuel. Interestingly, oil droplets floating on the water could be recovered by introducing the armoured LMs into water under magnetic guidance. Further, the functionalized marbles could be employed as suicide bags for the on-demand delivery of reactive materials in targeted locations. Preliminary research on the antibacterial activity of such liquid marbles has proven to be effective in bacterial killing, which may create new avenues for emerging antibacterial and antibiofilm applications. Finally, such functionalized LMs have been employed to investigate the effects of surface charge on attachment of recombinant Escherichia coli bacteria expressing green fluorescent protein and monitoring the real-time imaging of bacterial death attached to the marble surface.

6.
ACS Appl Mater Interfaces ; 13(16): 19430-19442, 2021 Apr 28.
Artigo em Inglês | MEDLINE | ID: mdl-33851814

RESUMO

A low-cost, simple, and one-step synthesis of cellulose acetate nanoparticles (CANPs) has been invented using a continuous-flow advanced microfluidic reactor. For this purpose, the CANPs are self-organized inside a cross-junction microchannel by flowing cellulose acetate (CA) dissolved in N,N-dimethylformamide (DMF) through the axial inlet and the antisolvent water through the pair of side inlets. The preferential solubility (insolubility) of DMF (CA) to antisolvent water stimulates the in situ synthesis of CANPs at the DMF/water miscible interface following a phase-inversion process. Subsequently, nanofiltration, ultrafiltration, and microfiltration membranes of different porosities and permeabilities have been prepared from freshly synthesized CANPs. The porosity, thickness, transparency, and wettability of the membranes are tuned by varying the thickness of the membranes, size of the nanoparticles, and the porosity of the membranes. The as-synthesized CANPs show enhanced bactericidal properties with and without loading an external drug, curcumin, which has been validated against the Gram-negative Pseudomonas aeruginosa species. Importantly, enabling a pulsatile flow during the synthesis, the CANPs are embedded as nanofiltration membranes inside the microfluidic channel. Such microfluidic devices have been used to separate a corrosive dye from water. Concisely, the proposed in situ synthesis of CANPs in the continuous-flow microfluidic reactors, their usage for fabricating membranes with tunable wettability and transparency, and their subsequent integration into the microfluidic channel show the potential of the invention for a host of applications related to health care and environmental remediation.

7.
ACS Appl Mater Interfaces ; 12(39): 43352-43364, 2020 Sep 30.
Artigo em Inglês | MEDLINE | ID: mdl-32864951

RESUMO

Treatment of persistent biofilm infections has turned out to be a formidable challenge even with broad-spectrum antibiotic therapies. In this direction, intelligent micromachines may serve as active mechanical means to dislodge such deleterious bacterial communities. Herein, we have designed biocompatible micromotors from tea buds, namely, T-Budbots, which shows the capacity to be magnetically driven on a biofilm matrix and remove or fragment biofilms with precision, as a part of the proposed non-invasive "Kill-n-Clean" strategy. In a way, we present a bactericidal robotic platform decorated with magnetite nanoparticles aimed at clearing in vitro biofilms present on the surfaces. We have also shown that the smart porous T-Budbots can integrate antibiotic ciprofloxacin due to electrostatic interaction on their surface to increase their antibacterial efficacy against dreadful pathogenic bacterial communities of Pseudomonas aeruginosa and Staphylococcus aureus. It is noteworthy that the release of this drug can be controlled by tuning the surrounding pH of the T-Budbots. For example, while the acidic environment of the biofilm facilitates the release of antibiotics from the porous T-Budbots, the drug release was rather minimal at higher pH. The work represents a first step in the involvement of a plant-based microbot exhibiting magneto-robotic therapeutic properties, providing a non-invasive and safe approach to dismantle harmful biofilm infections.


Assuntos
Antibacterianos/farmacologia , Materiais Biocompatíveis/farmacologia , Biofilmes/efeitos dos fármacos , Ciprofloxacina/farmacologia , Pseudomonas aeruginosa/efeitos dos fármacos , Staphylococcus aureus/efeitos dos fármacos , Antibacterianos/química , Materiais Biocompatíveis/química , Ciprofloxacina/química , Concentração de Íons de Hidrogênio , Testes de Sensibilidade Microbiana , Tamanho da Partícula , Propriedades de Superfície , Chá/química
8.
ACS Appl Bio Mater ; 2(10): 4571-4582, 2019 Oct 21.
Artigo em Inglês | MEDLINE | ID: mdl-35021416

RESUMO

We report the fabrication of ascorbic acid (AA) template nanomotors using buds of Camelia sinensis, undergoing fuel-free propulsion. The motors, namely, Teabots, display propulsion by converting the sound energy from the acoustic field into a mechanical one. The mesh-like structures of the anionic Teabots facilitate superior adsorption of ascorbic acid (AA-Teabots) undergoing a controlled release. The motors show antioxidant properties at the physiological pH range by scavenging intracellular reactive oxygen species. Interestingly, the percentage release of ascorbic acid is significantly higher under the influence of ultrasound exposure, as compared to the normal pH-dependent release. The motors were also efficient in the degradation of artificially synthesized toxic amyloid fibrils. The acoustic delivery of AA-Teabots could protect HEK-293 cells from oxidative injuries alongside preventing protein-aggregation derived diseases. Soon, such acoustic powered biocompatible AA-Teabots are envisioned to provide an attractive approach in proficient delivery and controlled release of therapeutic payloads at targeted zones.

9.
Soft Matter ; 14(16): 3182-3191, 2018 Apr 25.
Artigo em Inglês | MEDLINE | ID: mdl-29645047

RESUMO

We demonstrate the feasibility of a self-propelling mushroom motor, namely a 'logibot', as a functional unit for the construction of a host of optimized binary logic gates. Emulating the chemokinesis of unicellular prokaryotes or eukaryotes, the logibots made stimuli responsive conditional movements at varied speeds towards a pair of acid-alkali triggers. A series of integrative logic operations and cascaded logic circuits, namely, AND, NAND, NOT, OR, NOR, and NIMPLY, have been constructed employing the decisive chemotactic migrations of the logibot in the presence of the pH gradient established by the sole or coupled effects of acid (HCl-catalase) and alkali (NaOH) drips inside a peroxide bath. The imposed acid and/or alkali triggers across the logibots were realized as inputs while the logic gates were functionally reconfigured to several operational modes by varying the pH of the acid-alkali inputs. The self-propelling logibot could rapidly sense the external stimuli, decide, and act on the basis of intensities of the pH triggers. The impulsive responses of the logibots towards and away from the external acid-alkali stimuli were interpreted as the potential outputs of the logic gates. The external stimuli responsive self-propulsion of the logibots following different logic gates and circuits can not only be an eco-friendly alternative to the silicon-based computing operations but also be a promising strategy for the development of intelligent pH-responsive drug delivery devices.


Assuntos
Biomimética/métodos , Quimiotaxia , Lógica , Microbiologia , Agaricus/metabolismo
10.
ACS Biomater Sci Eng ; 3(8): 1627-1640, 2017 Aug 14.
Artigo em Inglês | MEDLINE | ID: mdl-33429648

RESUMO

We report controlled migrations of an intelligent and biocompatible "iMushbot" composed of Agaricus bisporus, mushroom microcapsules coated with magnetite nanoparticles. The otherwise randomly moving microbot could meticulously direct itself toward and away from the acid- and alkali-rich regions with the help of acid, acidic catalase, and alkali stimuli, emulating the chemotaxis of microorganisms. Although the catalytic decomposition of peroxide-fuel in alkali engendered the directed alkali taxis toward higher pH region, decomposition of peroxide fuel by the acidic catalase activity led to directed acid taxis toward the lower pH region. The presence of magnetite nanoparticles not only helped in improving the "activity" of the motor through the heterogeneous catalytic decomposition of the peroxide fuel but also provided a remote magnetic control on the chemotaxis. The mesoporous iMushbots having negative ζ-potential could easily be loaded with the cationic anticancer drugs, which were magnetically guided toward the cancerous cells to cause apoptosis. The iMushbots exhibited higher degree of drug retaining capacity inside alkaline pH and showed facile drug release preferentially in the lower pH environments. The experiments show the potential of the iMushbots in retaining and transporting drugs in alkaline medium such as human blood and releasing them in acidic medium such as the cancerous tissues for cell apoptosis.

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