ArticleNature biomedical engineering2023
Mining for antimicrobial peptides in sequence space.
Article in Nature biomedical engineering, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
12 citing papers in PubMed.
- Generative models for antimicrobial peptide design: auto-encoders and beyond.BioData mining · 2026Article
- CAMPER: mechanistic artificial intelligence for designing peptides that target MRSA persisters.Nature communications · 2026Article
- IL2Pepscan: A machine learning framework for predicting IL-2 inducing peptides and their identification across global viral proteomes.Scientific reports · 2026Article
- Article
- Machine Learning-Identified Potent Antimicrobial Peptides Against Multidrug-Resistant Bacteria and Skin Infections.Antibiotics (Basel, Switzerland) · 2025Article
- Discovery of antimicrobial peptides with notable antibacterial potency by an LLM-based foundation model.Science advances · 2025Article
- TG-CDDPM: text-guided antimicrobial peptides generation based on conditional denoising diffusion probabilistic model.Briefings in bioinformatics · 2024Article
- Ultrasound-Mediated Antibiotic Delivery to In Vivo Biofilm Infections: A Review.Chembiochem : a European journal of chemical biology · 2024Review
- Can large language models predict antimicrobial peptide activity and toxicity?RSC medicinal chemistry · 2024Article
- Novel technologies uncover novel 'anti'-microbial peptides inPhilosophical transactions of the Royal Society of London. Series B, Biological sciences · 2024Article
- Construction of Targeting-Peptide-Based Imaging Reagents and Their Application in Bioimaging.Chemical & biomedical imaging · 2024Review
- Recombinant production of antimicrobial peptides in plants.Biotechnology advancesReview
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Authors and funding
2 authors.
Funding
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.