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Penn Researchers Use Deep Learning to Design Multimodal Antibiotics for Combating Intracellular Infections
ByAnchal Negi January 18, 2025October 22, 2026

The rise of antimicrobial resistance has made treating intracellular infections a significant challenge, as conventional antibiotics often fail to neutralize pathogens hidden within human cells. To address this, researchers from the University of Pennsylvania introduced APEXDUO, an advanced AI model designed to generate peptides with both cell-penetrating and antimicrobial properties. From a vast library of…

Read More Penn Researchers Use Deep Learning to Design Multimodal Antibiotics for Combating Intracellular Infections
AI | Antibiotic Resistance | Bioinformatics | Infectious Diseases | Machine Learning | News | Paper Summary | Phylogenetic Analysis | Trending

Machine Learning and Phylogenetic Analysis Join Forces to Predict Antibiotic Resistance in Pathogenic Bacteria
BySonal Keni September 22, 2023January 19, 2024

Tuberculosis has been known to be a significant threat for many years now. Despite the development of a number of preventative strategies and medications, it remains widespread, causing millions of deaths globally every year. Part of the difficulty of adequately responding to and treating tuberculosis is due to the emergence of strains that are resistant…

Read More Machine Learning and Phylogenetic Analysis Join Forces to Predict Antibiotic Resistance in Pathogenic Bacteria
Antibiotic Resistance | Bioinformatics | Infectious Diseases | News | Paper Summary

Teixobactin Kills Bacteria by Attacking the Cell Envelope in Two Ways
BySrishti Sharma August 9, 2022August 9, 2022

The development of new mechanisms for antibiotics is essential to combating antimicrobial resistance. With its unique chemical scaffold, Teixobactin is a new class of antibiotics that lacks detectable resistance. A precursor of peptidoglycan, lipid II, is targeted by Teixobactin. Teixobactin binds specifically to the sugar moiety of lipid II at its C-terminal enduracididine headgroup, whereas…

Read More Teixobactin Kills Bacteria by Attacking the Cell Envelope in Two Ways
AMR Alert | Antibiotic Resistance | Bioinformatics | Infectious Diseases | News | NGS

Scientists Discover Superbug Develops Drug-Resistance to ‘last Resort’ Antibiotic Fast
ByDr. Tamanna Anwar June 9, 2022June 18, 2022

New research from University of Oxford revealed that superbug Pseudomonas develops resistance to a common ‘last-resort’ antibiotic much faster than expected. Recent research published in Cell Reports this week shows how populations of the bacterium Pseudomonas react to treatment with Colistin, a ‘last resort’ antibiotic for patients with multidrug-resistant infections. Antibiotics are essential for human health because they help…

Read More Scientists Discover Superbug Develops Drug-Resistance to ‘last Resort’ Antibiotic Fast
AMR Alert | Antibiotic Resistance | News | Paper Summary | Tools

Scientists Develop a Mathematical Model to Predict the Efficiency of Phage Therapy Against Pathogenic Bacteria
ByTanveen Kaur May 25, 2022November 9, 2022

Scientists from Inserm, Université Sorbonne Paris Nord, and Université Paris-Cité at the IAME Laboratory, with their collaborators at Institut Pasteur and the Paris Public Hospitals Group (AP-HP), develop an in silico model in combination with in vivo phage therapy data to highlight vital parameters for increasing the efficiency of pneumonia treatment. The clinical (re)development of…

Read More Scientists Develop a Mathematical Model to Predict the Efficiency of Phage Therapy Against Pathogenic Bacteria
AMR Alert | Antibiotic Resistance | Bioinformatics | Metagenomics | News | NGS | Sequencing | Trending

Impact of Antibiotics on the Evolution of Gut Microbiome and Antimicrobial Resistance
ByDr. Tamanna Anwar May 13, 2022June 18, 2022

Following a single antibiotic course, the researchers discover how gut commensals acquire antimicrobial resistance genes (ARGs). According to the researchers, a single round of antibiotics may be enough to drive ARG acquisition and occurrence in gut commensals throughout the duration of a mammalian lifetime. Antibiotics are frequently used to treat infections and ensure surgical treatments…

Read More Impact of Antibiotics on the Evolution of Gut Microbiome and Antimicrobial Resistance
AMR Alert | Antibiotic Resistance | Bioinformatics | Deep Learning | Machine Learning | News | Paper Summary

Scientists Develop a Deep Learning Model for Predicting Tuberculosis Drug Resistance from Genomic Sequence Data
BySwati Yadav February 18, 2022November 8, 2022

The Researchers at The University of Chicago, Chicago, developed 24 binary classifiers of MTB drug resistance condition across eight anti-MTB drugs and three different Machine Learning algorithms: logistic regression, random forest, and 1D CNN with the use of a training dataset of 10,575 MTB isolates obtained from 16 countries, where an extended pan-genome reference was…

Read More Scientists Develop a Deep Learning Model for Predicting Tuberculosis Drug Resistance from Genomic Sequence Data

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AMR

Teixobactin Kills Bacteria by Attacking the Cell Envelope in Two Ways

Scientists Discover Superbug Develops Drug-Resistance to ‘last Resort’ Antibiotic Fast

Scientists Develop a Mathematical Model to Predict the Efficiency of Phage Therapy Against Pathogenic Bacteria

Scientists Develop a Deep Learning Model for Predicting Tuberculosis Drug Resistance from Genomic Sequence Data

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