AIMC Topic: Streptococcus

Clear Filters Showing 1 to 8 of 8 articles

Machine learning-based characterization of the gut microbiome associated with the progression of primary biliary cholangitis to cirrhosis.

Microbes and infection May 24, 2024
BACKGROUND: Primary biliary cholangitis (PBC) is associated closely with the gut microbiota. This study aimed to explore the characteristics of the gut microbiota after the progress of PBC to cirrhosis.
Male Middle Aged Disease Progression Feces Female Aged Adult Humans Faecalibacterium Machine Learning Streptococcus Biomarkers Liver Cirrhosis, Biliary Veillonella Bacteria Liver Cirrhosis Gastrointestinal Microbiome RNA, Ribosomal, 16S
View on PubMed DOI

Can oral microbiome predict low birth weight infant delivery?

Journal of dentistry Apr 27, 2024
OBJECTIVES: This study aimed to identify the oral microbiota factors contributing to low birth weight (LBW) in Chinese pregnant women and develop a prediction model using machine learning.
Biomarkers Pregnancy Female Infant, Newborn Humans Machine Learning Prospective Studies Mouth Infant, Low Birth Weight Streptococcus Leptotrichia China RNA, Ribosomal, 16S Risk Factors Saliva Adult Microbiota Case-Control Studies
View on PubMed DOI

Prediction of Streptococcus uberis clinical mastitis treatment success in dairy herds by means of mass spectrometry and machine-learning.

Scientific reports Apr 8, 2021
Streptococcus uberis is one of the leading pathogens causing mastitis worldwide. Identification of S. uberis strains that fail to respond to treatment with antibiotics is essential for better decision making and treatment selection. We demonstrate th...
Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization Mastitis, Bovine Dairying Streptococcus Animals Cattle Streptococcal Infections Machine Learning Anti-Bacterial Agents Pregnancy Female
View on PubMed DOI

Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning.

Nature communications Oct 30, 2019
Raman optical spectroscopy promises label-free bacterial detection, identification, and antibiotic susceptibility testing in a single step. However, achieving clinically relevant speeds and accuracies remains challenging due to weak Raman signal from...
Humans Streptococcus Neural Networks, Computer Candida Bacterial Typing Techniques Anti-Bacterial Agents Bacterial Infections Proteus mirabilis Deep Learning Principal Component Analysis Microbial Sensitivity Tests Support Vector Machine Pseudomonas aeruginosa Bacteria Single-Cell Analysis Escherichia coli Salmonella enterica Logistic Models Staphylococcus aureus Klebsiella Spectrum Analysis, Raman Methicillin-Resistant Staphylococcus aureus Enterococcus
View on PubMed DOI

Discrimination of contagious and environmental strains of Streptococcus uberis in dairy herds by means of mass spectrometry and machine-learning.

Scientific reports Nov 30, 2018
Streptococcus uberis is one of the most common pathogens of clinical mastitis in the dairy industry. Knowledge of pathogen transmission route is essential for the selection of the most suitable intervention. Here we show that spectral profiles acquir...
Streptococcus Bacterial Proteins Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization Mastitis, Bovine Dairying Animals Cattle Computational Biology Machine Learning
View on PubMed DOI

Surveillance of iclaprim activity: In vitro susceptibility of gram-positive pathogens collected from 2012 to 2014 from the United States, Asia Pacific, Latin American and Europe.

Diagnostic microbiology and infectious disease Dec 7, 2017
Iclaprim is a diaminopyrimidine, which inhibits bacterial dihydrofolate reductase, and it is highly active against Gram-positive pathogens including emerging drug-resistant pathogens. In vitro activity of iclaprim and comparators against 2814 Gram-po...
Americas Asia Folic Acid Antagonists Staphylococcus aureus Streptococcus Humans Europe Anti-Bacterial Agents Gram-Positive Bacterial Infections Microbial Sensitivity Tests Pyrimidines
View on PubMed DOI

Monitoring of antimicrobial susceptibility of udder pathogens recovered from cases of clinical mastitis in dairy cows across Europe: VetPath results.

Veterinary microbiology Nov 21, 2017
VetPath is an ongoing pan-European antimicrobial susceptibility monitoring programme collecting pathogens from diseased cattle, pigs and poultry not recently treated with antibiotics. Non-duplicate milk samples were collected from cows with acute cli...
Klebsiella Infections Escherichia coli Europe Escherichia coli Infections Animals Microbial Sensitivity Tests Dairying Cattle Drug Resistance, Bacterial Streptococcal Infections Mammary Glands, Animal Anti-Infective Agents Klebsiella Streptococcus Female Mastitis, Bovine
View on PubMed DOI

Machine learning predicts new anti-CRISPR proteins.

Nucleic acids research May 21, 2020
The increasing use of CRISPR-Cas9 in medicine, agriculture, and synthetic biology has accelerated the drive to discover new CRISPR-Cas inhibitors as potential mechanisms of control for gene editing applications. Many anti-CRISPRs have been found that...
Sequence Analysis, Protein CRISPR-Associated Protein 9 Prophages Machine Learning Proteome Bacterial Proteins Streptococcus
View on PubMed DOI
Popular Topics
Recent Journals