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articles/VISTA-airway.html

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articles/VISTA-airway.md

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@@ -252,6 +252,26 @@ vista_edger <- create_vista(
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)
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```
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### Alternative: Using limma-voom backend
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``` r
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# Create VISTA object with limma-voom backend
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vista_limma <- create_vista(
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counts = count_data,
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sample_info = sample_info,
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column_geneid = "gene_id",
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group_column = "treatment",
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group_numerator = "Dexamethasone",
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group_denominator = "Untreated",
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method = "limma",
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min_counts = 10,
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min_replicates = 2,
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log2fc_cutoff = 1.0,
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pval_cutoff = 0.05,
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p_value_type = "padj"
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)
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```
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### Advanced: covariates, design formula, and consensus mode
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``` r
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- Try with your own data
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- Explore edgeR backend: `method = "edger"`
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- Explore limma-voom backend: `method = "limma"`
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- Test multiple comparisons simultaneously
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- Customize plots with ggplot2 themes
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- Generate automated reports with
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#> [109] nlme_3.1-168 curl_7.0.0 cachem_1.1.0
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#> [112] GlobalOptions_0.1.3 stringr_1.6.0 parallel_4.5.2
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#> [115] desc_1.4.3 pillar_1.11.1 grid_4.5.2
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#> [118] vctrs_0.7.1 ggpubr_0.6.2 car_3.1-5
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#> [118] vctrs_0.7.1 ggpubr_0.6.3 car_3.1-5
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#> [121] tidydr_0.0.6 cluster_2.1.8.1 evaluate_1.0.5
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#> [124] cli_3.6.5 locfit_1.5-9.12 compiler_4.5.2
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#> [127] rlang_1.1.7 crayon_1.5.3 ggsignif_0.6.4

articles/VISTA-chord.html

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articles/VISTA-chord.md

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#> [100] nlme_3.1-168 curl_7.0.0 cachem_1.1.0
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#> [103] GlobalOptions_0.1.3 stringr_1.6.0 parallel_4.5.2
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#> [106] desc_1.4.3 pillar_1.11.1 grid_4.5.2
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#> [109] vctrs_0.7.1 ggpubr_0.6.2 car_3.1-5
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#> [109] vctrs_0.7.1 ggpubr_0.6.3 car_3.1-5
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#> [112] tidydr_0.0.6 cluster_2.1.8.1 evaluate_1.0.5
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#> [115] cli_3.6.5 locfit_1.5-9.12 compiler_4.5.2
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#> [118] rlang_1.1.7 crayon_1.5.3 ggsignif_0.6.4

articles/VISTA-code-economy.html

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articles/VISTA-code-economy.md

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#> [94] rjson_0.2.23 nlme_3.1-168 curl_7.0.0
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#> [97] cachem_1.1.0 GlobalOptions_0.1.3 stringr_1.6.0
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#> [100] parallel_4.5.2 desc_1.4.3 pillar_1.11.1
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#> [103] vctrs_0.7.1 ggpubr_0.6.2 car_3.1-5
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#> [103] vctrs_0.7.1 ggpubr_0.6.3 car_3.1-5
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#> [106] tidydr_0.0.6 cluster_2.1.8.1 evaluate_1.0.5
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#> [109] cli_3.6.5 locfit_1.5-9.12 compiler_4.5.2
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#> [112] rlang_1.1.7 crayon_1.5.3 ggsignif_0.6.4
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articles/VISTA-colors.html

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articles/VISTA-colors.md

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#> [41] AnnotationDbi_1.72.0 S4Vectors_0.48.0
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#> [43] DESeq2_1.50.2 textshaping_1.0.4
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#> [45] GenomicRanges_1.62.1 RSQLite_2.4.6
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#> [47] ggpubr_0.6.2 labeling_0.4.3
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#> [47] ggpubr_0.6.3 labeling_0.4.3
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#> [49] polyclip_1.10-7 httr_1.4.8
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#> [51] abind_1.4-8 compiler_4.5.2
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#> [53] withr_3.0.2 bit64_4.6.0-1

articles/VISTA-comparison.html

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