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Tick Microbiome Characterization by Next-Generation 16S rRNA Amplicon Sequencing

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Challenges in Bioinformatics Workflows for Processing Microbiome Omics Data at Scale.

Bin Hu¹, Shane Canon², Emiley A Eloe-Fadrosh²

¹Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM, United States.

Frontiers in Bioinformatics

|October 28, 2022

Summary

This summary is machine-generated.

Microbiome research faces challenges in comparing multi-omics data due to a lack of standardized bioinformatics methods. The National Microbiome Data Collaborative offers a solution with standardized, open-access data processing.

Keywords:

bioinformatics infrastructure microbial ecology microbiome omics

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Area of Science:

Microbiome science
Bioinformatics
Multi-omics data analysis

Background:

Microbiome research is shifting from descriptive cataloging to complex multi-omics investigations.
Numerous specialized bioinformatics tools exist, but lack standardization for data comparison.
Challenges include processing diverse omics data (metagenome, metatranscriptome, metaproteome, metabolomics) at scale.

Purpose of the Study:

To review the challenges in analyzing microbiome omics data.
To introduce the National Microbiome Data Collaborative (NMDC) as a solution.
To highlight the NMDC's standardized and open-access approach.

Main Methods:

Review of existing challenges in microbiome bioinformatics.
Description of the NMDC's framework for data processing and accessibility.
Emphasis on findable, accessible, interoperable, and reusable (FAIR) data principles.

Main Results:

Identified significant impediments to comparing microbiome data across studies.
Highlighted the absence of comprehensive workflows for multi-omics data integration.
Presented the NMDC as a central hub addressing these limitations.

Conclusions:

Standardized bioinformatics approaches are crucial for advancing microbiome science.
The NMDC promotes data sharing and interoperability through open-access principles.
Adoption of standardized workflows and central data hubs will accelerate microbiome research.