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Article . 2019 . Peer-reviewed
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Journal of Visualized Experiments
Article . 2019 . Peer-reviewed
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Using the Open-Source MALDI TOF-MS IDBac Pipeline for Analysis of Microbial Protein and Specialized Metabolite Data

Authors: Clark, Chase M; Costa, Maria S; Conley, Erin; Li, Emma; Sanchez, Laura M; Murphy, Brian T;

Using the Open-Source MALDI TOF-MS IDBac Pipeline for Analysis of Microbial Protein and Specialized Metabolite Data

Abstract

In order to visualize the relationship between bacterial phylogeny and specialized metabolite production of bacterial colonies growing on nutrient agar, we developed IDBac-a low-cost and high-throughput matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) bioinformatics pipeline. IDBac software is designed for non-experts, is freely available, and capable of analyzing a few to thousands of bacterial colonies. Here, we present procedures for the preparation of bacterial colonies for MALDI-TOF MS analysis, MS instrument operation, and data processing and visualization in IDBac. In particular, we instruct users how to cluster bacteria into dendrograms based on protein MS fingerprints and interactively create Metabolite Association Networks (MANs) from specialized metabolite data.

Keywords

natural products, Bioinformatics, Bioengineering, Biochemistry, Microbiology, Lífefnafræði, Litrófsgreining, Bacterial Proteins, Matrix-Assisted Laser Desorption-Ionization, Psychology, MALDI-TOF MS, Cluster Analysis, Örverufræði, Natural products, Mass spectrometry, Spectrometry, specialized metabolites, microbiology, bioinformatics, Biological Sciences, Mass, Specialized metabolites, Opinn hugbúnaður, Issue 147, Biochemistry and cell biology, Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization, Metabolome, Cognitive Sciences, Biochemistry and Cell Biology, Software

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    16
    popularity
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    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
16
Top 10%
Average
Top 10%
Green
bronze