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シーケンスアライメント×RNA-seq 差次的発現×
分野バイオインフォマティクスバイオインフォマティクス
系統Process / pipelineProcess / pipeline
提唱年1970 (global alignment); 1981 (local alignment)2008–2010 (RNA-seq DE methodology established)
提唱者Saul B. Needleman & Christian D. Wunsch (global); Temple F. Smith & Michael S. Waterman (local)Multiple groups; foundational methods from Anders & Huber (DESeq, 2010), Robinson, McCarthy & Smyth (edgeR, 2010)
種類Computational sequence analysis techniqueQuantitative genomics pipeline
原典Needleman, S. B., & Wunsch, C. D. (1970). A general method applicable to the search for similarities in the amino acid sequence of two proteins. Journal of Molecular Biology, 48(3), 443–453. DOI ↗Love, M. I., Huber, W., & Anders, S. (2014). Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biology, 15(12), 550. DOI ↗
別名pairwise alignment, multiple sequence alignment, MSA, sequence comparisonRNA-seq DE analysis, transcriptomic differential expression, bulk RNA-seq DE, DEA
関連66
概要Sequence alignment is a foundational bioinformatics technique that arranges two or more DNA, RNA, or protein sequences to reveal regions of similarity, infer evolutionary relationships, identify functional domains, and map sequencing reads to reference genomes. It underpins virtually every downstream genomic analysis, from variant calling and gene expression quantification to phylogenetics and structural annotation.RNA-seq differential expression (DE) analysis identifies genes whose transcript abundance differs significantly between two or more biological conditions — for example, treated versus control, or diseased versus healthy tissue. Starting from raw sequencing reads, the pipeline moves through alignment, count-based normalization, statistical modeling of count dispersion, hypothesis testing, and multiple-testing correction to produce a ranked list of differentially expressed genes accompanied by fold-change estimates and adjusted p-values.
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ScholarGate手法を比較: Sequence Alignment · RNA-seq Differential Expression. 2026-06-15に以下より取得 https://scholargate.app/ja/compare