Search Results - "Orsi, Markus"
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1
One chiral fingerprint to find them all
Published in Journal of cheminformatics (13-05-2024)“…Molecular fingerprints are indispensable tools in cheminformatics. However, stereochemistry is generally not considered, which is problematic for large…”
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2
Navigating a 1E+60 Chemical Space of Peptide/Peptoid Oligomers
Published in Molecular informatics (10-10-2024)“…Herein we report a virtual library of 1E+60 members, a common estimate for the size of the drug-like chemical space. The library consists of linear or cyclic…”
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3
Using Machine Learning to Predict the Antibacterial Activity of Ruthenium Complexes
Published in Angewandte Chemie International Edition (04-03-2024)“…Rising antimicrobial resistance (AMR) and lack of innovation in the antibiotic pipeline necessitate novel approaches to discovering new drugs. Metal complexes…”
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4
Leveraging machine learning to streamline the development of liposomal drug delivery systems
Published in Journal of controlled release (01-12-2024)“…Drug delivery systems efficiently and safely administer therapeutic agents to specific body sites. Liposomes, spherical vesicles made of phospholipid bilayers,…”
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5
Machine Learning Guided Discovery of Non‐Hemolytic Membrane Disruptive Anticancer Peptides
Published in ChemMedChem (05-09-2022)“…Most antimicrobial peptides (AMPs) and anticancer peptides (ACPs) fold into membrane disruptive cationic amphiphilic α‐helices, many of which are however also…”
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6
Chemical Space for Peptide-based Antimicrobials
Published in Chimia (30-10-2024)“…Multidrug-resistant (MDR) bacteria represent a global public health threat, and antimicrobial peptides (AMPs), derived from naturally occurring linear or…”
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7
Alchemical analysis of FDA approved drugs
Published in Digital discovery (09-10-2023)“…Chemical space maps help visualize similarities within molecular sets. However, there are many different molecular similarity measures resulting in a confusing…”
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8
Exploring the Sequence Space of Antimicrobial Peptide Dendrimers
Published in Israel journal of chemistry (01-10-2023)“…There is an urgent need to develop new antibacterial agents against multidrug resistant bacteria. Herein we report our investigation of antimicrobial peptide…”
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Maschinelles Lernen zur Vorhersage antibakterieller Aktivität von Ruthenium‐Komplexen
Published in Angewandte Chemie (04-03-2024)“…Die steigende antimikrobielle Resistenz (AMR) und der Mangel an Innovation in der Antibiotikaforschung erfordern neue Ansätze zur Entwicklung von Medikamenten…”
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10
An intrinsically disordered antimicrobial peptide dendrimer from stereorandomized virtual screening
Published in Cell reports physical science (21-12-2022)“…Membrane-disruptive amphiphilic antimicrobial peptides behave as intrinsically disordered proteins by being unordered in water and becoming α-helical in…”
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