Inorganic nanoparticle engineering against bacterial infections

Rational Design of Safer Inorganic Nanoparticles via Mechanistic Modeling-Informed Machine Learning

The safety of inorganic nanoparticles (NPs) remains a critical challenge for their clinical translation. To address this, we developed a machine learning (ML) framework that predicts NP toxicity both in vitro and in vivo, leveraging physicochemical properties and experimental conditions. A curated in vitro cytotoxicity dataset was used to train and validate binary classification models, with top-performing models undergoing explainability analysis to identify key determinants of toxicity and establish structure-toxicity relationships. External testing with diverse inorganic NPs validated the predictive accuracy of the framework for in vitro settings. To enable organ-specific toxicity predictions in vivo, we integrated a physiologically based pharmacokinetic (PBPK) model into the ML pipeline to quantify NP exposure across organs. Retraining the ML models with PBPK-derived exposure metrics yielded robust predictions of organ-specific nanotoxicity, further validating the framework. This PBPK-informed ML approach can thus serve as a potential alternative approach to streamline NP safety assessment, enabling the rational design of safer NPs and expediting their clinical translation.

Simple and hybrid materials for antimicrobial applications

Simple and hybrid materials represent alternatives to traditional antibiotics in the ongoing effort to combat the growing issue of antibiotic-resistant bacterial strains, which have emerged due to the misuse of antibiotic treatments and improper disposal of antibiotic-related waste. First, after outlining the scale of the issue, multiple potential agents that may help address the problem are presented. Inorganic metal-based and metal oxide-based nanomaterials such as silver, gold, gallium, zinc/zinc oxide, copper/copper oxide, titanium dioxide, and magnesium oxide nanoparticles are characterized, their synthesis is described, and examples of their potential antimicrobial applications are provided. Subsequent sections in a similar vein, explore nonmetallic inorganic nanoparticles and characterize organic materials that may function either as antimicrobial agents themselves (e.g., antimicrobial peptides, chitosan) or as structural components and drug carriers (e.g., cellulose, SNLs, liposomes). The final chapter offers examples of combining inorganic and organic materials into hybrid solutions for specialized antimicrobial applications and treatments, aiming to enhance their inherent antimicrobial properties or reduce the required dosage of antibiotics in therapy.

Bio-functionalization of Chitosan@Ag nanoparticles using Terminalia arjuna and their antioxidant, antibacterial and cytotoxic activity

This study aims to create a novel, multifunctional material with enhanced biological activities. We reported bio-functionalized chitosan-loaded silver nanoparticles (Cs@AgNPs) using aqueous and ethanolic bark extract of Terminalia Arjuna (TA). Synthesized NPs have been characterized by UV-VIS, FTIR, XRD, TEM, and SEM-EDX. The characteristic absorbance at 312 nm and 460 nm in UV-VIS demonstrated the presence of chitosan and AgNPs, respectively. FTIR analysis showed the characteristic vibration for the AgO bond as well as Cs functional groups. XRD analysis of nanocomposites showed 38.21o, 43.80o, 57.48o, and 77.32o, two theta values correspond to (111), (200), (220) and (311) plane characteristics of the composite. SEM-EDX confirmed the presence of Ag quantitatively and qualitatively in the composite. TEM analysis confirmed the fabrication of composites in the range of 50-90 nm. TGA analysis revealed the thermal stability and composition of the composites. Almost 85 % trapping of DPPH free radical was pointed out for the composites as their antioxidant potential. The antibacterial activity was studied against B. subtilis MTCC121/ATCC6051, E. coli MTCC448/ATCC9637, P. aeruginosa MTCC1934/ATCC10415, and S. aureus MTCC1430/ATCC12600. The cytotoxicity of composites was studied against A549 lung cancer and the IC50 values of both composites were obtained 400g/mL and 300g/mL respectively.

Enhanced Antioxidant and Antibacterial Properties of Polybutylene Adipate-Terephthalate/Curcumin Composite Films Using Surface-Modified Cellulose Nanocrystals

Polybutylene adipate-terephthalate (PBAT) offers a convincing ecological alternative to the traditional fossil-based plastics due to its biodegradability and robust mechanical properties. The objective of this study is to develop PBAT-based bio-composite films through incorporating functionalized cellulose nanocrystals (CNC) and curcumin (CUR). In order to improve the interfacial compatibility with the PBAT matrix and co-doping with CUR, CNC was modified using dodecyl succinic anhydride (DxCNC). In this ternary bio-composite system, CUR functioned as a bio-based antioxidant and antimicrobial agent. The presence of CUR also provides excellent UV-shielding properties, whereas the DxCNC effectively enhances the controlled release of CUR. The synergistic effect between DxCNC and CUR in boosting antimicrobial properties, with the inhibition values for E. coli and S. aureus reached 1.82 log CFU/cm2 and 2.12 log CFU/cm2, respectively. These findings indicate DxCNC/CUR/PBAT ternary composite films as a promising material for eco-friendly packaging products.

Systematic review of antibacterial potential in calcium oxide and silicon oxide nanoparticles for clinical and environmental infection control

A substantial threat to worldwide health, the proliferation of antibiotic-resistant bacteria compels researchers to seek innovative antibacterial substances. This systematic review assesses the role of nanoparticles, particularly Calcium oxide and Silicon oxide nanoparticles, in infection control. The article examines the mechanisms by which these nanoparticles act against various bacteria and evaluates their potential as novel agents in infection control strategies. A systematic literature search from 2015 to 2024 encompassing Web of Science, PubMed, Wiley, Science Direct, and Google Scholar, yielded 70 publications meeting the review criteria. This comprehensive methodology provides a thorough understanding of the capabilities and limitations of Calcium oxide and Silicon oxide nanoparticles as antibacterial agents. The review aims to build a solid foundation for the utilization of nanoparticles in addressing the obstacles presented by antibiotic resistance by combining data from various investigations. Additionally, it aims to explore the safety and environmental implications associated with their use in clinical and environmental settings, providing a comprehensive analysis that may contribute to future studies and real-world applications in the field of antimicrobial technology.

Unveiling the nanoworld of antimicrobial resistance: integrating nature and nanotechnology

A significant global health crisis is predicted to emerge due to antimicrobial resistance by 2050, with an estimated 10 million deaths annually. Increasing antibiotic resistance necessitates continuous therapeutic innovation as conventional antibiotic treatments become increasingly ineffective. The naturally occurring antibacterial, antifungal, and antiviral compounds offer a viable alternative to synthetic antibiotics. This review presents bacterial resistance mechanisms, nanocarriers for drug delivery, and plant-based compounds for nanoformulations, particularly nanoantibiotics (nAbts). Green synthesis of nanoparticles has emerged as a revolutionary approach, as it enhances the effectiveness, specificity, and transport of encapsulated antimicrobials. In addition to minimizing systemic side effects, these nanocarriers can maximize therapeutic impact by delivering the antimicrobials directly to the infection site. Furthermore, combining two or more antibiotics within these nanoparticles often exhibits synergistic effects, enhancing the effectiveness against drug-resistant bacteria. Antimicrobial agents are routinely obtained from secondary metabolites of plants, including essential oils, phenols, polyphenols, alkaloids, and others. Integrating plant-based antibacterial agents and conventional antibiotics, assisted by suitable nanocarriers for codelivery, is a potential solution for addressing bacterial resistance. In addition to increasing their effectiveness and boosting the immune system, this synergistic approach provides a safer and more effective method of tackling future bacterial infections.

Nanomaterial-enabled drug transport systems: a comprehensive exploration of current developments and future avenues in therapeutic delivery

Over the years, nanotechnology has gained popularity as a viable solution to address gene and drug delivery challenges over conventional methods. Extensive research has been conducted on nanosystems that consist of organic/inorganic materials, drugs, and its biocompatibility become the primary goal of improving drug delivery. Various surface modification methods help focus targeted and controlled drug release, further enabling multidrug delivery also. This newer technology ensures the stability of drugs that can unravel the mechanisms involved in cellular processes of disease development and its management. Tailored medication delivery provides benefits such as therapy, controlled release, and reduced adverse effects, which are especially important for controlling illnesses like cancer. However, multifunctional nanocarriers that possess high viscoelasticity, extended circulation half-life, biocompatibility, and biodegradability face some challenges and limitations too in human bodies. To produce a consistent therapeutic platform based on complex three-dimensional nanoparticles, careful design and engineering, thorough orthogonal analysis methods, and reproducible scale-up and manufacturing processes will be required in the future. Safety and effectiveness of nano-based drug delivery should be thoroughly investigated in preclinical and clinical trials, especially when considering biodistribution, targeting specific areas, and potential immunological toxicities. Overall, the current review article explores the advancements in nanotechnology, specific to nanomaterial-enabled drug delivery systems, carrier fabrication techniques and modifications, disease management, clinical research, applications, limitations, and future challenges. The work portrays how nanomedicine distribution affects healthcare with an emphasis on the developments in drug delivery techniques.

Optimizing nanosilver for implant success: from marketing hype to medical reality

Bacterial infections leading to implant failure pose a significant global health issue. Despite its antimicrobial properties, nanosilver is not commonly used in commercially available titanium implant coatings. This underutilization stems from an insufficient understanding of fundamental factors, such as particle size, coating, composition, and stability that dictate the antimicrobial performance of nanosilver coatings. A deeper understanding of these factors is crucial for designing effective nanosilver coatings to prevent biofilm formation on implants. Without this knowledge, nanosilver technology risks being merely a marketing tool rather than a functional component in medical devices. Another limiting factor is the potential cytotoxicity of nanosilver coatings, which necessitates a delicate balance between anti-biofilm activity and host tissue toxicity. Addressing these issues could involve the development of multifunctional coatings as well as the optimization of manufacturing processes with a specific focus on the durability of the coatings. Furthermore, to demonstrate the efficacy of these coatings, rigorous in vitro and in vivo assessments are required. As our understanding of the fundamental parameters of nanosilver coatings improves and we find ways to mitigate their toxicity, their utilization will be strengthened by clinicians and approved by regulatory agencies. The development of personalized implant coatings with well-defined nanosilver properties and multiple functionalities will further advance the field and address the challenge of implant failure.

Surface engineering of orthopedic implants for better clinical adoption

Musculoskeletal disorders are on the rise, and despite advances in alternative materials, treatment for orthopedic conditions still heavily relies on biometal-based implants and scaffolds due to their strength, durability, and biocompatibility in load-bearing applications. Bare metallic implants have been under scrutiny since their introduction, primarily due to their bioinert nature, which results in poor cell-material interaction. This challenge is further intensified by mechanical mismatches that accelerate failure, tribocorrosion-induced material degradation, and bacterial colonization, all contributing to long-term implant failure and posing a significant burden on patient populations. Recent efforts to improve orthopedic medical devices focus on surface engineering strategies that enhance the interaction between cells and materials, creating a biomimetic microenvironment and extending the service life of these implants. This review compiles various physical, chemical, and biological surface engineering approaches currently under research, providing insights into their potential and the challenges associated with their adoption from bench to bedside. Significant emphasis is placed on exploring the future of bioactive coatings, particularly the development of smart coatings like self-healing and drug-eluting coatings, the immunomodulatory effects of functional coatings and biomimetic surfaces to tackle secondary infections, representing the forefront of biomedical surface engineering. The article provides the reader with an overview of the engineering approaches to surface modification of metallic implants, covering both clinical and research perspectives and discussing limitations and future scope.

Actinobacterium-Mediated Green Synthesis of CuO/Zn-Al LDH Nanocomposite Using Micromonospora sp. ISP-2 27: A Synergistic Study that Enhances Antimicrobial Activity

Bacterial resistance to conventional antibiotics has created an urgent need to develop enhanced alternatives. Nanocomposites combined with promising antibacterial nanomaterials can show improved antimicrobial activity compared to that of their components. In this work, green synthesized CuO nanoparticles (NPs) supported on an anionic clay with a hydrotalcite-like structure such as Zn-Al layered double hydroxide (LDH) nanocomposite were investigated as antimicrobial agents. This nanocomposite was synthesized using Micromonospora sp. ISP-2 27 cell-free supernatant to form CuO NPs on the surface of previously synthesized LDH. The prepared samples were characterized using UV-Vis spectrophotometry, XRD, FTIR, Field emission scanning electron microscopy with EDX, zeta potential, and hydrodynamic particle size. UV-vis spectral analysis of the biosynthesized CuO NPs revealed a maximum peak at 300 nm, indicating their successful synthesis. The synthesized CuO NPs had a flower-like morphology with a size range of 43-78 nm, while the LDH support had a typical hexagonal layered structure. The zeta potentials of the CuO NPs, Zn-Al LDH, and CuO NPs/LDH nanocomposite were -21.4, 22.3, and 30.8 mV, respectively, while the average hydrodynamic sizes were 687, 735, and 528 nm, respectively. The antimicrobial activity of the produced samples was tested against several microbes. The results demonstrated that the nanocomposite displayed superior antimicrobial properties compared to those of its components. Among the microbes tested, Listeria monocytogenes ATCC 7644 was more sensitive (30 ± 0.34) to the biosynthesized nanocomposite than to CuO NPs (25 ± 0.05) and Zn-Al LDH (22 ± 0.011). In summary, the use of nanocomposites with superior antimicrobial properties has the potential to offer innovative solutions to the global challenge of antibiotic resistance by providing alternative treatments, reducing the reliance on traditional antibiotics, and contributing to the development of more effective and targeted therapeutic approaches.

Silver/gold nanoalloy implant coatings with antibiofilm activity via pH-triggered silver ion release

Implant infections are a major challenge for the healthcare system. Biofilm formation and increasing antibiotic resistance of common bacteria cause implant infections, leading to an urgent need for alternative antibacterial agents. In this study, the antibiofilm behaviour of a coating consisting of a silver (Ag)/gold (Au) nanoalloy is investigated. This alloy is crucial to reduce uncontrolled potentially toxic Ag+ ion release. In neutral pH environments this release is minimal, but the Ag+ ion release increases in acidic microenvironments caused by bacterial biofilms. We perform a detailed physicochemical characterization of the nanoalloys and compare their Ag+ ion release with that of pure Ag nanoparticles. Despite a lower released Ag+ ion concentration at pH 7.4, the antibiofilm activity against Escherichia coli (a bacterium known to produce acidic pH environments) is comparable to a pure nanosilver sample with a similar Ag-content. Finally, biocompatibility studies with mouse pre-osteoblasts reveal a decreased cytotoxicity for the alloy coatings and nanoparticles.

Nanomaterials-assisted gene editing and synthetic biology for optimizing the treatment of pulmonary diseases

The use of nanomaterials in gene editing and synthetic biology has emerged as a pivotal strategy in the pursuit of refined treatment methodologies for pulmonary disorders. This review discusses the utilization of nanomaterial-assisted gene editing tools and synthetic biology techniques to promote the development of more precise and efficient treatments for pulmonary diseases. First, we briefly outline the characterization of the respiratory system and succinctly describe the principal applications of diverse nanomaterials in lung ailment treatment. Second, we elaborate on gene-editing tools, their configurations, and assorted delivery methods, while delving into the present state of nanomaterial-facilitated gene-editing interventions for a spectrum of pulmonary diseases. Subsequently, we briefly expound on synthetic biology and its deployment in biomedicine, focusing on research advances in the diagnosis and treatment of pulmonary conditions against the backdrop of the coronavirus disease 2019 pandemic. Finally, we summarize the extant lacunae in current research and delineate prospects for advancement in this domain. This holistic approach augments the development of pioneering solutions in lung disease treatment, thereby endowing patients with more efficacious and personalized therapeutic alternatives.

Cell membrane-coated nanoparticles for targeting carcinogenic bacteria

The etiology of cancers is multifactorial, with certain bacteria established as contributors to carcinogenesis. As the understanding of carcinogenic bacteria deepens, interest in cancer treatment through bacterial eradication is growing. Among emerging antibacterial platforms, cell membrane-coated nanoparticles (CNPs), constructed by enveloping synthetic substrates with natural cell membranes, exhibit significant promise in overcoming challenges encountered by traditional antibiotics. This article reviews recent advancements in developing CNPs for targeting carcinogenic bacteria. It first summarizes the mechanisms of carcinogenic bacteria and the status of cancer treatment through bacterial eradication. Then, it reviews engineering strategies for developing highly functional and multitasking CNPs and examines the emerging applications of CNPs in combating carcinogenic bacteria. These applications include neutralizing virulence factors to enhance bacterial eradication, exploiting bacterium-host binding for precise antibiotic delivery, and modulating antibacterial immunity to inhibit bacterial growth. Overall, this article aims to inspire technological innovations in developing CNPs for effective cancer treatment through oncogenic bacterial targeting.

Phosphatase-degradable nanoparticles providing sustained drug release

AIM

The study aimed to develop enzyme-degradable nanoparticles comprising polyphosphates and metal cations providing sustained release of the antibacterial drug ethacridine (ETH).

METHODS

Calcium polyphosphate (Ca-PP), zinc polyphosphate (Zn-PP) and iron polyphosphate nanoparticles (Fe-PP NPs) were prepared by co-precipitation of sodium polyphosphate with cations and ETH. Developed nanocarriers were characterized regarding particle size, PDI, zeta potential, encapsulation efficiency and drug loading. Toxicological profile of nanocarriers was assessed via hemolysis assay and cell viability on human blood erythrocytes and HEK-293 cells, respectively. The enzymatic degradation of NPs was evaluated in presence of alkaline phosphatase (ALP) monitoring the release of monophosphate, shift in zeta potential and particle size as well as drug release. The antibacterial efficacy against Escherichia coli was determined via microdilution assay.

RESULTS

NPs were obtained in a size range between 300 - 480 nm displaying negative zeta potential values. Encapsulation efficiency was in the range of 83.73 %- 95.99 %. Hemolysis assay underlined sufficient compatibility of NPs with blood cells, whereas drug and NPs showed a concentration dependent effect on HEK-293 cells viability. Ca- and Zn-PP NPs exhibited remarkable changes in zeta potential, particle size, monophosphate and drug release upon incubation with ALP, compared to Fe-PP NPs showing only minor differences. The released ETH from Ca- and Zn-PP nanocarriers retained the antibacterial activity against E. coli, whereas no antibacterial effect was observed with Fe-PP NPs.

CONCLUSION

Polyphosphate nanoparticles cross-linked with divalent cations and ETH hold promise for sustained drug delivery triggered by ALP for parental administration.

Antibacterial Activity and Mechanisms of Action of Inorganic Nanoparticles against Foodborne Bacterial Pathogens: A Systematic Review

Foodborne disease outbreaks due to bacterial pathogens and their toxins have become a serious concern for global public health and security. Finding novel antibacterial agents with unique mechanisms of action against the current spoilage and foodborne bacterial pathogens is a central strategy to overcome antibiotic resistance. This study examined the antibacterial activities and mechanisms of action of inorganic nanoparticles (NPs) against foodborne bacterial pathogens. The articles written in English were recovered from registers and databases (PubMed, ScienceDirect, Web of Science, Google Scholar, and Directory of Open Access Journals) and other sources (websites, organizations, and citation searching). "Nanoparticles," "Inorganic Nanoparticles," "Metal Nanoparticles," "Metal-Oxide Nanoparticles," "Antimicrobial Activity," "Antibacterial Activity," "Foodborne Bacterial Pathogens," "Mechanisms of Action," and "Foodborne Diseases" were the search terms used to retrieve the articles. The PRISMA-2020 checklist was applied for the article search strategy, article selection, data extraction, and result reporting for the review process. A total of 27 original research articles were included from a total of 3,575 articles obtained from the different search strategies. All studies demonstrated the antibacterial effectiveness of inorganic NPs and highlighted their different mechanisms of action against foodborne bacterial pathogens. In the present study, small-sized, spherical-shaped, engineered, capped, low-dissolution with water, high-concentration NPs, and in Gram-negative bacterial types had high antibacterial activity as compared to their counterparts. Cell wall interaction and membrane penetration, reactive oxygen species production, DNA damage, and protein synthesis inhibition were some of the generalized mechanisms recognized in the current study. Therefore, this study recommends the proper use of nontoxic inorganic nanoparticle products for food processing industries to ensure the quality and safety of food while minimizing antibiotic resistance among foodborne bacterial pathogens.

Facile Synthesis and Characterization of Chitosan Functionalized Silver Nanoparticles for Antibacterial and Anti-Lung Cancer Applications

In the treatment of bacterial contamination, the problem of multi-drug resistance is becoming an increasingly pressing concern. Nanotechnology advancements enable the preparation of metal nanoparticles that can be assembled into complex systems to control bacterial and tumor cell growth. The current work investigates the green production of chitosan functionalized silver nanoparticles (CS/Ag NPs) using Sida acuta and their inhibition efficacy against bacterial pathogens and lung cancer cells (A549). Initially, a brown color formation confirmed the synthesis, and the chemical nature of the synthesized NPs were examined by UV-vis spectroscopy, Fourier transform infrared spectroscopy (FTIR), scanning electron microscopy (SEM) coupled with energy dispersive spectroscopy (EDS), and transmission electron microscopy (TEM). FTIR demonstrated the occurrence of CS and S. acuta functional groups in the synthesized CS/Ag NPs. The electron microscopy study exhibited CS/Ag NPs with a spherical morphology and size ranges of 6-45 nm, while XRD analysis demonstrated the crystallinity of Ag NPs. Further, the bacterial inhibition property of CS/Ag NPs was examined against K. pneumoniae and S. aureus, which showed clear inhibition zones at different concentrations. In addition, the antibacterial properties were further confirmed by a fluorescent AO/EtBr staining technique. Furthermore, prepared CS/Ag NPs exhibited a potential anti-cancer character against a human lung cancer cell line (A549). In conclusion, our findings revealed that the produced CS/Ag NPs could be used as an excellent inhibitory material in industrial and clinical sectors.