ArticleMethods and protocols2024
A Comprehensive Methodology for Microbial Strain Typing Using Fourier-Transform Infrared Spectroscopy.
Article in Methods and protocols, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 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
26 citing papers in PubMed.
- Standardization and evaluation of artificial intelligence-driven Fourier-transform infrared bio-typing for the discrimination of Escherichia coli and Shigella spp. on genus, species and serogroup level.European journal of clinical microbiology & infectious diseases : official publication of the European Society of Clinical Microbiology · 2026Article
- Performance of the IR Biotyper, Nanopore, and Illumina sequencing to discriminateMicrobiology spectrum · 2026Article
- Fourier transform infrared spectroscopy enables rapid strain typing inJournal of clinical microbiology · 2026Article
- Application of FT-IR spectroscopy using the IR BiotyperEuropean journal of clinical microbiology & infectious diseases : official publication of the European Society of Clinical Microbiology · 2026Article
- FT-IR Spectroscopy to Discriminate Old from NewInternational journal of molecular sciences · 2026Article
- Evolving Approaches to Bacterial Identification: A Review of Classical and Modern Techniques.International journal of molecular sciences · 2026Review
- Discrimination betweenOne health (Amsterdam, Netherlands) · 2026Article
- Machine learning-based typing ofMicrobiology spectrum · 2026Article
- Characterization ofPathogens (Basel, Switzerland) · 2026Article
- Laboratory strategies for the identification of Burkholderia species: From classical phenotyping to advanced genomic and proteomic approaches.Antonie van Leeuwenhoek · 2026Review
- Discrimination of Bacteria Belonging toMicroorganisms · 2026Article
- Spectroscopic Techniques in Bacterial Analysis: Applications of FTIR and Raman-Review.Foods (Basel, Switzerland) · 2026Review
- Integrated FTIR and Whole-Genome Sequencing Reveal Scale-Dependent Genotype-Phenotype Relationships in Multidrug-ResistantPathogens (Basel, Switzerland) · 2026Article
- Differentiation ofFrontiers in microbiology · 2026Article
- Infrared Spectroscopy as a Promising Tool for Diagnosing and Typing Human Pathogenic Fungi.Mycoses · 2026Review
- Evaluation of Fourier transform infrared spectroscopy as a first-line surveillance typing tool forFrontiers in antibiotics · 2026Article
- Fourier-transform infrared spectroscopy with machine learning for rapid O-serogrouping and typhi differentiation of clinicalFrontiers in microbiology · 2026Article
- Fourier transform infrared spectroscopy enables rapid strain typing and cluster analysis ofFrontiers in microbiology · 2026Article
- Machine Learning Model with Fourier-Transform Infrared Spectroscopy (FTIR) as a Proof-of-Concept Tool for Predicting Group ADiagnostics (Basel, Switzerland) · 2025Article
- Easy Identification ofACS omega · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
Timely and accurate detection and characterization of microbial threats is crucial for effective infection and outbreak management. Additionally, in food production, rapid microbe identification is indispensable for maintaining quality control and hygiene standards. Current methods for typing microbial strains often rely on labor-intensive, time-consuming, and expensive DNA- and sera-serotyping techniques, limiting their applicability in rapid-response scenarios. In this context, the IR Biotyper
Indexed as
Identifiers
What Socratic 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 Socratic graph.