Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome Biology https://t.co/aF2gyi1ycz #Bioinformatics https://t.co/k4CU7vHsMK
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data.
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Sep 2020 – Jan 2023Where it's discussed
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X / Twitter113 posts
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YouTube2 videos
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Blogs2 articles
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What people are saying
Many posts echo the main points of the publication, showcasing phrases like 'awesome background information' and referencing the comprehensive benchmarking of methods. The tone reflects enthusiasm for the methodological insights and relevance to RNA-seq research, contributing to an overall positive and engaged sentiment.
Most posts express strong support for the findings and methodologies presented in the publication.
There is high curiosity and relevance conveyed in the discussion about gene coexpression networks.
While many posts acknowledge the publication, they primarily share and summarize rather than deeply engage with the content.
Users recognize the findings as having significant implications for future research in RNA-seq data analysis.
Abstract in brief
- This paper explores the construction of gene coexpression networks from RNAseq data, highlighting the lack of established workflows compared to microarray data.
- It benchmarks 36 different workflows that vary in normalization and transformation methods, testing them on both large and small RNAseq datasets.
- The findings suggest that between-sample normalization significantly impacts the accuracy of the networks, leading to specific recommendations for researchers on best practices for RNAseq coexpression analysis.
Top posts
Most liked on X and BlueskyRobust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome Biology https://t.co/aF2gyi1ycz #Bioinformatics https://t.co/U7l6SjCrQz
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data https://t.co/wnkEfr0h9k #biorxiv_genomic
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data https://t.co/NwERYPZDc1
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data. #GeneCoexpression #RNAseq #Bioinformatics https://t.co/otgE35FwOH @GenomeBiology
Geo @geo_pertea presented part 1/2 of "Robust #normalization and transformation techniques for constructing gene #coexpression networks" Lots of awesome background information and critical thinking! #RNAseq #bioinformatics
All mentions
Robust Normalization Techniques for Gene Co-expression Networks
This video discusses the construction of gene co-expression networks from RNA-seq data, highlighting established workflows. It benchmarks 36 workflows, testing their normalization methods on various datasets, revealing…
Best Practices for RNA-seq Gene Co-expression Network Construction
This video explores robust normalization and transformation techniques for constructing gene co-expression networks from RNA-seq data. It highlights significant findings on how normalization affects network accuracy and…
RT @GQanmber: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data || Genome Bi…
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data || Genome Biology https://t.co/yQbwu2oHot
https://t.co/IjbvsgffbL
RT @lcolladotor: After a fire alarm
After a fire alarm
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @lcolladotor: Geo @geo_pertea presented part 1/2 of "Robust #normalization and transformation techniques for constructing gene #coexpres…
RT @lcolladotor: Geo @geo_pertea presented part 1/2 of "Robust #normalization and transformation techniques for constructing gene #coexpres…
RT @lcolladotor: Geo @geo_pertea presented part 1/2 of "Robust #normalization and transformation techniques for constructing gene #coexpres…
RT @lcolladotor: Geo @geo_pertea presented part 1/2 of "Robust #normalization and transformation techniques for constructing gene #coexpres…
RT @lcolladotor: Geo @geo_pertea presented part 1/2 of "Robust #normalization and transformation techniques for constructing gene #coexpres…
RT @lcolladotor: Geo @geo_pertea presented part 1/2 of "Robust #normalization and transformation techniques for constructing gene #coexpres…
Geo @geo_pertea presented part 1/2 of "Robust #normalization and transformation techniques for constructing gene #coexpression networks" Lots of awesome background information and critical thinking! #RNAseq #bioinformatics
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome Biology https://t.co/aF2gyi1ycz #Bioinformatics https://t.co/U7l6SjCrQz
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data https://t.co/p3TcWSaZf6 https://t.co/e4hNYv8hp1
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data https://t.co/gvsPsMPknE
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
RT @BioDecoded: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome B…
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome Biology https://t.co/aF2gyi1ycz #Bioinformatics https://t.co/k4CU7vHsMK
RT @RNASeqBlog: Researchers at @michiganstateu present a comprehensive benchmarking and analysis of 36 different workflows with unique sets…
Researchers at @michiganstateu present a comprehensive benchmarking and analysis of 36 different workflows with unique sets of normalization and network transformation methods, for constructing #coexpressionnetworks from #RNAseq... https://t.co/FgCih65CB3
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data https://t.co/p3TcWSaZf6 https://t.co/wwKwqVeA3e
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @rlebron_bioinfo: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data https…
RT @rlebron_bioinfo: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data https…
RT @rlebron_bioinfo: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data https…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
It turns out that asinh is suitable for building coexpression networks https://t.co/zD7stRviT8 https://t.co/YENbyU2hnQ
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @GenomeBiology: Benchmarking of 36 workflows for determining gene co-expression networks from RNA-seq data, from @kaylainbio & @compbiol…
RT @rlebron_bioinfo: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data https…
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data https://t.co/NwERYPZDc1
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data https://t.co/rrOjYrsuGe
RT @hlcao: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome Biolog…
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data | Genome Biology | Full Text https://t.co/KMz639hJac
RT @jsantoyo: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data. #GeneCoexpr…
RT @jsantoyo: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data. #GeneCoexpr…
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data. #GeneCoexpression #RNAseq #Bioinformatics https://t.co/otgE35FwOH @GenomeBiology
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data https://t.co/1TvvKsgiRQ
RT @biorxiv_genomic: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data http…
RT @biorxiv_genomic: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data http…
RT @biorxiv_genomic: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data http…
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data https://t.co/1maZWYSnxD
RT @biorxiv_genomic: Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data http…
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data https://t.co/wnkEfr0h9k #biorxiv_genomic
Robust normalization and transformation techniques for constructing gene coexpression networks from RNA-seq data https://t.co/HZsfePrIeX #bioRxiv