A review: antimicrobial resistance data mining models and prediction methods study for pathogenic bacteria

X Li, Z Zhang, B Liang, F Ye, W Gong - The Journal of Antibiotics, 2021 - nature.com
Antimicrobials have paved the way for medical and social development over the last century
and are indispensable for treating infections in humans and animals. The dramatic spread …

The association between insertion sequences and antibiotic resistance genes

M Razavi, E Kristiansson, CF Flach, DGJ Larsson - Msphere, 2020 - Am Soc Microbiol
Insertion sequences (ISs) are abundant mobile genetic elements on bacterial genomes,
responsible for mobilization of many genes, including antibiotic resistance genes (ARGs). As …

Survey of drug resistance associated gene mutations in Mycobacterium tuberculosis, ESKAPE and other bacterial species

A Ghosh, SN, S Saha - Scientific reports, 2020 - nature.com
Tuberculosis treatment includes broad-spectrum antibiotics such as rifampicin, streptomycin
and fluoroquinolones, which are also used against other pathogenic bacteria. We …

Machine learning algorithm to characterize antimicrobial resistance associated with the International Space Station surface microbiome

P Madrigal, NK Singh, JM Wood, E Gaudioso… - Microbiome, 2022 - Springer
Background Antimicrobial resistance (AMR) has a detrimental impact on human health on
Earth and it is equally concerning in other environments such as space habitat due to …

Responses of the soil bacterial community, resistome, and mobilome to a decade of annual exposure to macrolide antibiotics

LP Brown, R Murray, A Scott, YC Tien… - Applied and …, 2022 - Am Soc Microbiol
Biosolids that are applied to agricultural soil as an organic fertilizer are frequently
contaminated with pharmaceutical residues that have persisted during wastewater treatment …

Identification of a specific biomarker of Acinetobacter baumannii Global Clone 1 by machine learning and PCR related to metabolic fitness of ESKAPE pathogens

VE Álvarez, MP Quiroga, D Centrón - Msystems, 2023 - Am Soc Microbiol
Since the emergence of high-risk clones worldwide, constant investigations have been
undertaken to comprehend the molecular basis that led to their prevalent dissemination in …

Omics and In Silico Approaches in the Surveillance and Monitoring of Antimicrobial Resistance

AM Thomas, LL Raju, SS Khan - Emerging Modalities in Mitigation of …, 2022 - Springer
Antimicrobial resistance (AMR) is mounting at a distressing rate; diseases that were once
curable have now turned out to be frequent public health crisis. This has led to the …

Response of the Soil Bacterial Community, Resistome, and Mobilome to a Decade of Macrolide Antibiotic Contamination

LP Brown - 2021 - search.proquest.com
Biosolids (treated sewage sludge) are used as agricultural fertilizer but are frequently
contaminated with macrolide antibiotics, to which resistance is rising among historically …

[引用][C] Evaluating the CDMA System Using Hidden Markov and Semi Hidden Markov Models

S Kordnoori, H Mostafaei, S Kordnoori… - IPTEK The Journal for …, 2021