Artificial intelligence for optimizing benefits and minimizing risks of pharmacological therapies: challenges and opportunities DOI Creative Commons
Salvatore Crisafulli, Francesco Ciccimarra, Chiara Bellitto

et al.

Frontiers in Drug Safety and Regulation, Journal Year: 2024, Volume and Issue: 4

Published: March 18, 2024

In recent years, there has been an exponential increase in the generation and accessibility of electronic healthcare data, often referred to as “real-world data”. The landscape data sources significantly expanded encompass traditional databases newer such social media, wearables, mobile devices. Advances information technology, along with growth computational power evolution analytical methods relying on bioinformatic tools and/or artificial intelligence techniques, have enhanced potential for utilizing this generate real-world evidence improve clinical practice. Indeed, these innovative approaches enable screening analysis large amounts rapidly evidence. As numerous practical uses medicine successfully investigated image processing, disease diagnosis prediction, well management pharmacological treatments, thus highlighting need educate health professionals emerging approaches. This narrative review provides overview foremost opportunities challenges presented by pharmacology, specifically concerning drug post-marketing safety evaluation.

Language: Английский

Antibiotic resistance genes in bacteria: Occurrence, spread, and control DOI
Zonghui Jian, Li Zeng,

Taojie Xu

et al.

Journal of Basic Microbiology, Journal Year: 2021, Volume and Issue: 61(12), P. 1049 - 1070

Published: Oct. 14, 2021

Abstract The production and use of antibiotics are becoming increasingly common worldwide, the problem antibiotic resistance is increasing alarmingly. Drug‐resistant infections threaten human life health impose a heavy burden on global economy. origin molecular basis bacterial presence genes (ARGs). Investigations ARGs mostly focus environments in which frequently used, such as hospitals farms. This literature review summarizes current knowledge occurrence antibiotic‐resistant bacteria nonclinical environments, air, aircraft wastewater, migratory bird feces, sea areas in‐depth, have rarely been involved previous studies. Furthermore, mechanism action plasmid phage during horizontal gene transfer was analyzed, transmission summarized. highlights new mechanisms that enhance evolutionary background multidrug resistance; addition, some promising points for controlling or reducing spread antimicrobial also proposed.

Language: Английский

Citations

239

The Impact of Tetracycline Pollution on the Aquatic Environment and Removal Strategies DOI Creative Commons

Yernar Amangelsin,

Yuliya Semenova, Maryam Dadar

et al.

Antibiotics, Journal Year: 2023, Volume and Issue: 12(3), P. 440 - 440

Published: Feb. 23, 2023

Antibacterial drugs are among the most commonly used medications in world. Tetracycline is a widely antibiotic for human and animal therapy due to its broad-spectrum activity, high effectiveness, reasonable cost. The indications treatment with tetracycline include pneumonia, bone joint infections, infectious disorders of skin, sexually transmitted gastrointestinal infections. However, has become serious threat environment because overuse by humans veterinarians weak ability degrade. capable accumulating along food chain, causing toxicity microbial community, encouraging development spread resistance, creating threats drinking irrigation water, disrupting flora intestine. It essential address negative impact on environment, as it causes ecological imbalance. Ineffective wastewater systems main reasons increased concentrations aquatic sources. possible degrade breaking down into small molecules less harmful or nonhazardous effects. A range methods physical, chemical, biological degradation exists. review will discuss effects consumption describe available removal methods.

Language: Английский

Citations

234

The Antibiotic Resistome: A Guide for the Discovery of Natural Products as Antimicrobial Agents DOI
Christian Hobson, Andrew N. Chan, Gerard D. Wright

et al.

Chemical Reviews, Journal Year: 2021, Volume and Issue: 121(6), P. 3464 - 3494

Published: Feb. 19, 2021

The use of life-saving antibiotics has long been plagued by the ability pathogenic bacteria to acquire and develop an array antibiotic resistance mechanisms. sum these mechanisms, resistome, is a formidable threat discovery, development, use. study understanding molecular mechanisms in resistome provide basis for traditional approaches combat resistance, including semisynthetic modification naturally occurring scaffolds, development adjuvant therapies that overcome total synthesis new their analogues. Using two major classes antibiotics, aminoglycosides tetracyclines as case studies, we review success limitations strategies when used many forms have emerged toward natural product-based specifically. Furthermore, discuss guide genomics-driven discovery novel antimicrobials, which are essential growing number emerging pathogens resistant even newest approved therapies.

Language: Английский

Citations

165

The removal of tetracycline from water using biochar produced from agricultural discarded material DOI

John Hoslett,

Heba Ghazal, Evina Katsou

et al.

The Science of The Total Environment, Journal Year: 2020, Volume and Issue: 751, P. 141755 - 141755

Published: Aug. 17, 2020

Language: Английский

Citations

151

Metal-based nanoparticles in antibacterial application in biomedical field: Current development and potential mechanisms DOI Creative Commons
Hao Jiang, Lingzhi Li, Zhong Li

et al.

Biomedical Microdevices, Journal Year: 2024, Volume and Issue: 26(1)

Published: Jan. 23, 2024

Abstract The rise in drug resistance pathogenic bacteria greatly endangers public health the post-antibiotic era, and drug-resistant currently pose a great challenge not only to community but also clinical procedures, including surgery, stent implantation, organ transplantation, other medical procedures involving any open wound compromised human immunity. Biofilm-associated failure, as well rapid last-resort antibiotics, necessitates search for novel treatments against bacterial infection. In recent years, flourishing development of nanotechnology has provided new insights exploiting promising alternative therapeutics bacteria. Metallic agents have been applied antibacterial usage several centuries, functional modification metal-based biomaterials using now attracted interest field, their intrinsic nature ready on-demand functionalization enhanced interaction with bacteria, rendering them good potential further translation. However, possible toxicity MNPs host cells tissue still hinders its application, current knowledge on cellular pathways is enough. This review will focus advances developing metallic nanoparticles (MNPs), silver, gold, copper, nanoparticles, applications, mechanisms hosts.

Language: Английский

Citations

27

Comparison of Antibiotic Resistance Mechanisms in Antibiotic-Producing and Pathogenic Bacteria DOI Creative Commons

Hiroshi Ogawara

Molecules, Journal Year: 2019, Volume and Issue: 24(19), P. 3430 - 3430

Published: Sept. 21, 2019

Antibiotic resistance poses a tremendous threat to human health. To overcome this problem, it is essential know the mechanism of antibiotic in antibiotic-producing and pathogenic bacteria. This paper deals with problem from four points view. First, genes producers are discussed related their biosynthesis. Most present within biosynthetic gene clusters, but some such as paromomycin acetyltransferases located far outside cluster. Second, when pathogens compared those producers, mechanisms have dependency on classes, and, addition, new types Eis aminoglycoside acetyltransferase self-sacrifice proteins enediyne antibiotics emerge pathogens. Third, relationships between reevaluated at amino acid sequence well nucleotide levels. Pathogenic bacteria possess other than producers. In little different early stage use time, e.g., β-lactam Staphylococcus aureus. Lastly, guanine + cytosine (GC) barrier transfer considered. Now, constitute resistome composed complicated mixture divergent environments.

Language: Английский

Citations

97

Recent development in the sustainable remediation of antibiotics: A review DOI Creative Commons
Kushneet Kaur Sodhi, C. K. Singh

Total Environment Research Themes, Journal Year: 2022, Volume and Issue: 3-4, P. 100008 - 100008

Published: July 26, 2022

Antibiotics are identified as an emerging contaminant due to their persistence in the environment. Antibiotics, accumulation freshwater sources and wastewater have become a pollutant of concern. Every year million tons these contaminants discharged into water bodies. Through, feces urine humans animals, antibiotics metabolites enter Aquatic ecosystems exposed persistent pollutants they escape treatment process. Excessive usage has resulted generation antibiotic-resistant genes bacteria To maintain vitality environment, it becomes imperative mitigate toxic metabolites. avoid adverse consequences on non-target organisms, removal from environment is vital. Various remediation methods such conventional including ion exchange, precipitation used for degradation, however, efficacy traditional limited production sludge high cost maintenance. Biological bioremediation phytoremediation sustainable strategies eradicate antibiotics, hence widely. There many reviews antibiotic using microbes antibiotics. But not all can be remediated microorganisms, so there need more recent strategies. In present review, web-based search literature published between 2010 2022 carried out. Previous studies reported that living organisms like bacteria, fungi, algae, plants could utilized degradation degraded may get affected by factors inoculum size, microbial strain, culture conditions. Therefore, techniques use fuel cells, biochar, sawdust possible For elimination recalcitrant combined processes seem efficient permanent solution bypassing toxicity

Language: Английский

Citations

41

Development of organic photosensitizers for antimicrobial photodynamic therapy DOI
Wenya Zhou, Xiqun Jiang, Zhen Xu

et al.

Biomaterials Science, Journal Year: 2023, Volume and Issue: 11(15), P. 5108 - 5128

Published: Jan. 1, 2023

This review mainly summarises the recent progress in development of organic photosensitizers, including porphyrins, chlorophyll, phenothiazines, xanthenes and aggregation-induced emission for antimicrobial photodynamic therapy.

Language: Английский

Citations

39

Enhancing the stability of antimicrobial peptides: From design strategies to applications DOI

Shenrui Xu,

Peng Tan,

Qi Tang

et al.

Chemical Engineering Journal, Journal Year: 2023, Volume and Issue: 475, P. 145923 - 145923

Published: Sept. 6, 2023

Language: Английский

Citations

26

Constructing and deconstructing the bacterial cell wall DOI Open Access
Jed F. Fisher, Shahriar Mobashery

Protein Science, Journal Year: 2019, Volume and Issue: 29(3), P. 629 - 646

Published: Oct. 6, 2019

The history of modern medicine cannot be written apart from the antibiotics. Antibiotics are cytotoxic secondary metabolites that isolated Nature. antibacterial antibiotics disproportionately target bacterial protein structure is distinct eukaryotic structure, notably within ribosome and pathways for cell-wall biosynthesis (for which there not a counterpart). This review focuses on pre-eminent class antibiotics-the β-lactams, exemplified by penicillins cephalosporins-from perspective evolving mechanisms resistance. mechanism action β-lactams destruction. In monoderm (single membrane, Gram-positive staining) pathogen Staphylococcus aureus dominant resistance expression β-lactam-unreactive transpeptidase enzyme functions in construction. diderm (dual Gram-negative Pseudomonas aeruginosa (among several) hydrolytic destroys critical β-lactam ring antibiotic. key sensing used P. monitoring molecular difference between construction deconstruction. both bacteria, manifested only when bacteria detect presence β-lactams. summarizes how sensed manifested, with expectation preventing these processes will to future chemotherapeutic control multidrug resistant bacteria.

Language: Английский

Citations

70