diff --git a/articles/TenX_data_download.html b/articles/TenX_data_download.html index 97c9b7d5..763bbd9e 100644 --- a/articles/TenX_data_download.html +++ b/articles/TenX_data_download.html @@ -117,9 +117,9 @@

Leonardo University
lcolladotor@gmail.com -

16 July 2024

+

17 July 2024

- Source: vignettes/TenX_data_download.Rmd + Source: vignettes/TenX_data_download.Rmd @@ -260,8 +260,6 @@

Load packages## Load packages in the order we'll use them next library("BiocFileCache") library("SpatialExperiment") -#> Warning: package 'S4Vectors' was built under R version 4.4.1 -#> Warning: package 'IRanges' was built under R version 4.4.1 library("rtracklayer") library("lobstr") library("spatialLIBD") @@ -306,12 +304,12 @@

Download spaceranger output files## utils::untar() output status names(xx) <- basename(names(xx)) xx -#> V1_Human_Lymph_Node_filtered_feature_bc_matrix.tar.gz.BFC20 -#> 0 -#> V1_Human_Lymph_Node_spatial.tar.gz.BFC21 -#> 0 -#> V1_Human_Lymph_Node_analysis.tar.gz.BFC22 -#> 0 +#> V1_Human_Lymph_Node_filtered_feature_bc_matrix.tar.gz.BFC1 +#> 0 +#> V1_Human_Lymph_Node_spatial.tar.gz.BFC2 +#> 0 +#> V1_Human_Lymph_Node_analysis.tar.gz.BFC3 +#> 0 ## List the files we downloaded and extracted ## These files are typically SpaceRanger outputs @@ -533,8 +531,8 @@

From Gencode## Show the GTF cache location gtf_cache -#> BFC23 -#> "/Users/leocollado/Library/Caches/org.R-project.R/R/BiocFileCache/100014a479f08_gencode.v32.annotation.gtf.gz" +#> BFC4 +#> "/github/home/.cache/R/BiocFileCache/49832febaac_gencode.v32.annotation.gtf.gz" ## Import into R (takes ~1 min) gtf <- rtracklayer::import(gtf_cache) @@ -794,7 +792,7 @@

Run the interactive website## Locate our documentation files docs_path <- system.file("app", "www", package = "spatialLIBD") docs_path -#> [1] "/Library/Frameworks/R.framework/Versions/4.4-arm64/Resources/library/spatialLIBD/app/www" +#> [1] "/__w/_temp/Library/spatialLIBD/app/www" list.files(docs_path) #> [1] "documentation_sce_layer.md" "documentation_spe.md" #> [3] "favicon.ico" "footer.html" @@ -820,11 +818,11 @@

Wrapper functions= c("lowres", "hires", "detected", "aligned"), load = TRUE, reference_gtf = gtf_cache ) -#> 2024-07-16 17:06:02.30044 SpatialExperiment::read10xVisium: reading basic data from SpaceRanger -#> 2024-07-16 17:06:10.20779 read10xVisiumAnalysis: reading analysis output from SpaceRanger -#> 2024-07-16 17:06:11.42459 add10xVisiumAnalysis: adding analysis output from SpaceRanger -#> 2024-07-16 17:06:11.61105 rtracklayer::import: reading the reference GTF file -#> 2024-07-16 17:06:31.708652 adding gene information to the SPE object +#> 2024-07-17 13:57:08.168846 SpatialExperiment::read10xVisium: reading basic data from SpaceRanger +#> 2024-07-17 13:57:19.596362 read10xVisiumAnalysis: reading analysis output from SpaceRanger +#> 2024-07-17 13:57:19.702059 add10xVisiumAnalysis: adding analysis output from SpaceRanger +#> 2024-07-17 13:57:19.945565 rtracklayer::import: reading the reference GTF file +#> 2024-07-17 13:57:47.519521 adding gene information to the SPE object #> Warning: Gene IDs did not match. This typically happens when you are not using #> the same GTF file as the one that was used by SpaceRanger. For example, one #> file uses GENCODE IDs and the other one ENSEMBL IDs. read10xVisiumWrapper() @@ -832,7 +830,7 @@

Wrapper functions#> Warning: Dropping 29 out of 36601 genes for which we don't have information on #> the reference GTF file. This typically happens when you are not using the same #> GTF file as the one that was used by SpaceRanger. -#> 2024-07-16 17:06:31.907411 adding information used by spatialLIBD +#> 2024-07-17 13:57:47.776325 adding information used by spatialLIBD
 ## Run our shiny app
 if (interactive()) {
@@ -1116,200 +1114,202 @@ 

Reproducibilitylibrary("knitr") knit("TenX_data_download.Rmd", tangle = TRUE)

Date the vignette was generated.

-
#> [1] "2024-07-16 17:06:32 EDT"
+
#> [1] "2024-07-17 13:57:48 UTC"

Wallclock time spent generating the vignette.

-
#> Time difference of 1.183 mins
+
#> Time difference of 1.705 mins

R session information.

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+#>  system   x86_64, linux-gnu
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-#>  tz       America/New_York
-#>  date     2024-07-16
-#>  pandoc   3.2 @ /opt/homebrew/bin/ (via rmarkdown)
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+#>  date     2024-07-17
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 #> 
-#>  [1] /Library/Frameworks/R.framework/Versions/4.4-arm64/Resources/library
+#>  [1] /__w/_temp/Library
+#>  [2] /usr/local/lib/R/site-library
+#>  [3] /usr/local/lib/R/library
 #> 
 #> ──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
@@ -1356,8 +1356,10 @@

Bibliography[5] A. Oleś. BiocStyle: Standard styles for vignettes and other -Bioconductor documents. R package version 2.32.1. 2024. URL: -https://github.com/Bioconductor/BiocStyle. +Bioconductor documents. R package version 2.32.1. 2024. DOI: +10.18129/B9.bioc.BiocStyle. +URL: +https://bioconductor.org/packages/BiocStyle.

[6] @@ -1385,13 +1387,16 @@

Bibliography[9] L. Shepherd and M. Morgan. BiocFileCache: Manage Files Across -Sessions. R package version 2.12.0. 2024. +Sessions. R package version 2.12.0. 2024. DOI: +10.18129/B9.bioc.BiocFileCache. +URL: +https://bioconductor.org/packages/BiocFileCache.

[10] H. Wickham. lobstr: Visualize R Data Structures with Trees. R -package version 1.1.2. 2022. URL: -https://CRAN.R-project.org/package=lobstr. +package version 1.1.2, https://github.com/r-lib/lobstr. 2022. URL: +https://lobstr.r-lib.org/.

[11] @@ -1402,8 +1407,8 @@

Bibliography[12] H. Wickham, W. Chang, R. Flight, et al. sessioninfo: R Session -Information. R package version 1.2.2. 2021. URL: -https://CRAN.R-project.org/package=sessioninfo. +Information. R package version 1.2.2, https://r-lib.github.io/sessioninfo/. 2021. URL: +https://github.com/r-lib/sessioninfo#readme.

[13] diff --git a/articles/TenX_data_download_files/figure-html/test_visualizations-1.png b/articles/TenX_data_download_files/figure-html/test_visualizations-1.png index befc0397..681004b2 100644 Binary files a/articles/TenX_data_download_files/figure-html/test_visualizations-1.png and b/articles/TenX_data_download_files/figure-html/test_visualizations-1.png differ diff --git a/articles/TenX_data_download_files/figure-html/test_visualizations-2.png b/articles/TenX_data_download_files/figure-html/test_visualizations-2.png index 017fcd18..ac8b5fff 100644 Binary files a/articles/TenX_data_download_files/figure-html/test_visualizations-2.png and b/articles/TenX_data_download_files/figure-html/test_visualizations-2.png differ diff --git a/articles/guide_to_spatial_registration.html b/articles/guide_to_spatial_registration.html index a056ae9f..cb254465 100644 --- a/articles/guide_to_spatial_registration.html +++ b/articles/guide_to_spatial_registration.html @@ -101,9 +101,9 @@

Louise Development
-

16 July 2024

+

17 July 2024

- Source: vignettes/guide_to_spatial_registration.Rmd + Source: vignettes/guide_to_spatial_registration.Rmd @@ -268,8 +268,6 @@

Load required packages
 library("spatialLIBD")
-#> Warning: package 'S4Vectors' was built under R version 4.4.1
-#> Warning: package 'IRanges' was built under R version 4.4.1
 library("SingleCellExperiment")
@@ -290,7 +288,7 @@

Spatial Reference
 ## get reference layer enrichment statistics
 layer_modeling_results <- fetch_data(type = "modeling_results")
-#> 2024-07-16 17:04:13.829724 loading file /Users/leocollado/Library/Caches/org.R-project.R/R/BiocFileCache/fc154f26894b_Human_DLPFC_Visium_modeling_results.Rdata%3Fdl%3D1
+#> 2024-07-17 13:54:13.294755 loading file /github/home/.cache/R/BiocFileCache/4981423d30a_Human_DLPFC_Visium_modeling_results.Rdata%3Fdl%3D1
 
 layer_modeling_results$enrichment[1:5, 1:5]
 #>    t_stat_WM t_stat_Layer1 t_stat_Layer2 t_stat_Layer3 t_stat_Layer4
@@ -393,18 +391,18 @@ 

Get Enrichment statistics gene_ensembl = "gene_id", gene_name = "gene_name" ) -#> 2024-07-16 17:04:17.342908 make pseudobulk object -#> 2024-07-16 17:04:18.696265 dropping 13 pseudo-bulked samples that are below 'min_ncells'. -#> 2024-07-16 17:04:18.724833 drop lowly expressed genes -#> 2024-07-16 17:04:18.799779 normalize expression -#> 2024-07-16 17:04:19.584255 create model matrix -#> 2024-07-16 17:04:19.595618 run duplicateCorrelation() -#> 2024-07-16 17:04:25.229344 The estimated correlation is: 0.138734774807097 -#> 2024-07-16 17:04:25.231011 computing enrichment statistics -#> 2024-07-16 17:04:25.960375 extract and reformat enrichment results -#> 2024-07-16 17:04:26.003855 running the baseline pairwise model -#> 2024-07-16 17:04:26.12952 computing pairwise statistics -#> 2024-07-16 17:04:27.403954 computing F-statistics

+#> 2024-07-17 13:54:21.031386 make pseudobulk object +#> 2024-07-17 13:54:22.727446 dropping 13 pseudo-bulked samples that are below 'min_ncells'. +#> 2024-07-17 13:54:22.789323 drop lowly expressed genes +#> 2024-07-17 13:54:22.963372 normalize expression +#> 2024-07-17 13:54:24.427132 create model matrix +#> 2024-07-17 13:54:24.451001 run duplicateCorrelation() +#> 2024-07-17 13:54:37.623842 The estimated correlation is: 0.138734774807097 +#> 2024-07-17 13:54:37.626295 computing enrichment statistics +#> 2024-07-17 13:54:38.79442 extract and reformat enrichment results +#> 2024-07-17 13:54:38.851417 running the baseline pairwise model +#> 2024-07-17 13:54:39.041435 computing pairwise statistics +#> 2024-07-17 13:54:40.421524 computing F-statistics

Extract Enrichment t-statistics @@ -564,187 +562,189 @@

Reproducibilitylibrary("knitr") knit("guide_to_spatial_registration.Rmd", tangle = TRUE)

Date the vignette was generated.

-
#> [1] "2024-07-16 17:04:28 EDT"
+
#> [1] "2024-07-17 13:54:41 UTC"

Wallclock time spent generating the vignette.

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R session information.

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 #> 
-#>  [1] /Library/Frameworks/R.framework/Versions/4.4-arm64/Resources/library
+#>  [1] /__w/_temp/Library
+#>  [2] /usr/local/lib/R/site-library
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@@ -782,8 +782,10 @@

Bibliography[4] A. Oleś. BiocStyle: Standard styles for vignettes and other -Bioconductor documents. R package version 2.32.1. 2024. URL: -https://github.com/Bioconductor/BiocStyle. +Bioconductor documents. R package version 2.32.1. 2024. DOI: +10.18129/B9.bioc.BiocStyle. +URL: +https://bioconductor.org/packages/BiocStyle.

[5] @@ -817,8 +819,8 @@

Bibliography[9] H. Wickham, W. Chang, R. Flight, et al. sessioninfo: R Session -Information. R package version 1.2.2. 2021. URL: -https://CRAN.R-project.org/package=sessioninfo. +Information. R package version 1.2.2, https://r-lib.github.io/sessioninfo/. 2021. URL: +https://github.com/r-lib/sessioninfo#readme.

[10] diff --git a/articles/guide_to_spatial_registration_files/figure-html/layer_cor_plot-1.png b/articles/guide_to_spatial_registration_files/figure-html/layer_cor_plot-1.png index 37955c4b..d3a2dbfd 100644 Binary files a/articles/guide_to_spatial_registration_files/figure-html/layer_cor_plot-1.png and b/articles/guide_to_spatial_registration_files/figure-html/layer_cor_plot-1.png differ diff --git a/articles/multi_gene_plots.html b/articles/multi_gene_plots.html index 684a2bbb..847ca6a7 100644 --- a/articles/multi_gene_plots.html +++ b/articles/multi_gene_plots.html @@ -108,9 +108,9 @@

Leonardo Public Health
lcolladotor@gmail.com -

16 July 2024

+

17 July 2024

- Source: vignettes/multi_gene_plots.Rmd + Source: vignettes/multi_gene_plots.Rmd @@ -195,9 +195,9 @@

Plotting One Gene
 modeling_results <- fetch_data(type = "modeling_results")
-#> 2024-07-16 17:04:43.021669 loading file /Users/leocollado/Library/Caches/org.R-project.R/R/BiocFileCache/fc154f26894b_Human_DLPFC_Visium_modeling_results.Rdata%3Fdl%3D1
+#> 2024-07-17 13:55:06.762958 loading file /github/home/.cache/R/BiocFileCache/4981423d30a_Human_DLPFC_Visium_modeling_results.Rdata%3Fdl%3D1
 sce_layer <- fetch_data(type = "sce_layer")
-#> 2024-07-16 17:04:43.645201 loading file /Users/leocollado/Library/Caches/org.R-project.R/R/BiocFileCache/fc1571d8e1fb_Human_DLPFC_Visium_processedData_sce_scran_sce_layer_spatialLIBD.Rdata%3Fdl%3D1
+#> 2024-07-17 13:55:07.675711 loading file /github/home/.cache/R/BiocFileCache/4987a2d0cae_Human_DLPFC_Visium_processedData_sce_scran_sce_layer_spatialLIBD.Rdata%3Fdl%3D1
 sig_genes <- sig_genes_extract_all(
     n = 400,
     modeling_results = modeling_results,
@@ -421,189 +421,191 @@ 

Reproducibilitylibrary("knitr") knit("multi_gene_plots.Rmd", tangle = TRUE)

Date the vignette was generated.

-
#> [1] "2024-07-16 17:04:53 EDT"
+
#> [1] "2024-07-17 13:55:23 UTC"

Wallclock time spent generating the vignette.

-
#> Time difference of 21.564 secs
+
#> Time difference of 36.887 secs

R session information.

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a/articles/multi_gene_plots_files/figure-html/single_gene-1.png b/articles/multi_gene_plots_files/figure-html/single_gene-1.png index be14d063..d32ddc35 100644 Binary files a/articles/multi_gene_plots_files/figure-html/single_gene-1.png and b/articles/multi_gene_plots_files/figure-html/single_gene-1.png differ diff --git a/articles/spatialLIBD.html b/articles/spatialLIBD.html index 241db4f0..3e707196 100644 --- a/articles/spatialLIBD.html +++ b/articles/spatialLIBD.html @@ -114,9 +114,9 @@

Andrew E. Campus
andrew.jaffe@libd.org -

16 July 2024

+

17 July 2024

- Source: vignettes/spatialLIBD.Rmd + Source: vignettes/spatialLIBD.Rmd @@ -414,7 +414,7 @@

Downloading the data with s
 ## Download the small example sce data
 sce <- fetch_data(type = "sce_example", eh = ehub)
-#> 2024-07-16 17:05:03.908351 loading file /Users/leocollado/Library/Caches/org.R-project.R/R/BiocFileCache/fc1543ff842_sce_sub_for_vignette.Rdata%3Fdl%3D1
+#> 2024-07-17 13:55:39.830372 loading file /github/home/.cache/R/BiocFileCache/4982ebeafe0_sce_sub_for_vignette.Rdata%3Fdl%3D1
 
 ## Convert to a SpatialExperiment object
 spe <- sce_to_spe(sce)
@@ -426,9 +426,9 @@ 

Downloading the data with s ## Query ExperimentHub and download the data if (!exists("sce_layer")) sce_layer <- fetch_data(type = "sce_layer", eh = ehub) -#> 2024-07-16 17:05:07.931392 loading file /Users/leocollado/Library/Caches/org.R-project.R/R/BiocFileCache/fc1571d8e1fb_Human_DLPFC_Visium_processedData_sce_scran_sce_layer_spatialLIBD.Rdata%3Fdl%3D1 +#> 2024-07-17 13:55:44.107964 loading file /github/home/.cache/R/BiocFileCache/4987a2d0cae_Human_DLPFC_Visium_processedData_sce_scran_sce_layer_spatialLIBD.Rdata%3Fdl%3D1 modeling_results <- fetch_data("modeling_results", eh = ehub) -#> 2024-07-16 17:05:08.248131 loading file /Users/leocollado/Library/Caches/org.R-project.R/R/BiocFileCache/fc154f26894b_Human_DLPFC_Visium_modeling_results.Rdata%3Fdl%3D1

+#> 2024-07-17 13:55:44.559624 loading file /github/home/.cache/R/BiocFileCache/4981423d30a_Human_DLPFC_Visium_modeling_results.Rdata%3Fdl%3D1

Once you have downloaded the objects, we can explore them a little bit

@@ -501,7 +501,7 @@ 

Downloading the data with s ) ) #> user system elapsed -#> 5.090 0.218 5.325 +#> 9.944 0.296 10.247 ## Explore the result class(sig_genes) @@ -707,7 +707,7 @@

Spot-level genes and continuo the histology set of purple tones that are noticeable when the continuous variable is below or equal to the minCount (in our palettes such points have a 'transparent' color). For -more details, check the internal code of vis_gene_p().

+more details, check the internal code of vis_gene_p().

Extract significant genes @@ -1018,7 +1018,7 @@

SpatialExperiment support

As of version 1.3.3, spatialLIBD supports the SpatialExperiment class from SpatialExperiment. -The functions vis_gene_p(), vis_gene(), +The functions vis_gene_p(), vis_gene(), vis_grid_clus(), vis_grid_gene(), vis_clus(), vis_clus_p(), geom_spatial() now work with SpatialExperiment @@ -1108,7 +1108,7 @@

Generating our data (legacy)vis_clus_p() and -vis_gene_p(). Having the data from all images in a single +vis_gene_p(). Having the data from all images in a single object allows you to use the spot-level data from all images to compute clusters and do other similar analyses to the ones you would do with sc/snRNA-seq data. The script creates the @@ -1377,189 +1377,191 @@

Reproducibilitylibrary("knitr") knit("spatialLIBD.Rmd", tangle = TRUE)

Date the vignette was generated.

-
#> [1] "2024-07-16 17:05:18 EDT"
+
#> [1] "2024-07-17 13:56:02 UTC"

Wallclock time spent generating the vignette.

-
#> Time difference of 22.031 secs
+
#> Time difference of 34.974 secs

R session information.

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 #> 
-#>  [1] /Library/Frameworks/R.framework/Versions/4.4-arm64/Resources/library
+#>  [1] /__w/_temp/Library
+#>  [2] /usr/local/lib/R/site-library
+#>  [3] /usr/local/lib/R/library
 #> 
 #> ──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
@@ -1594,8 +1596,8 @@

Bibliography[4] W. Chang, J. Cheng, J. Allaire, et al. shiny: Web Application -Framework for R. R package version 1.8.1.1. 2024. URL: -https://CRAN.R-project.org/package=shiny. +Framework for R. R package version 1.8.1.1, https://github.com/rstudio/shiny. 2024. URL: +https://shiny.posit.co/.

[5] @@ -1616,7 +1618,7 @@

Bibliography[7] C. Fay, V. Guyader, S. Rochette, et al. golem: A Framework for Robust Shiny Applications. R package version 0.4.1. 2023. URL: -https://CRAN.R-project.org/package=golem. +https://github.com/ThinkR-open/golem.

[8] @@ -1630,7 +1632,7 @@

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diff --git a/articles/spatialLIBD_files/figure-html/layer_boxplot-1.png b/articles/spatialLIBD_files/figure-html/layer_boxplot-1.png index ed1e3c7a..c984315a 100644 Binary files a/articles/spatialLIBD_files/figure-html/layer_boxplot-1.png and b/articles/spatialLIBD_files/figure-html/layer_boxplot-1.png differ diff --git a/articles/spatialLIBD_files/figure-html/layer_boxplot-2.png b/articles/spatialLIBD_files/figure-html/layer_boxplot-2.png index 13577759..f32a5587 100644 Binary files a/articles/spatialLIBD_files/figure-html/layer_boxplot-2.png and b/articles/spatialLIBD_files/figure-html/layer_boxplot-2.png differ diff --git a/articles/spatialLIBD_files/figure-html/layer_boxplot-3.png b/articles/spatialLIBD_files/figure-html/layer_boxplot-3.png index d114911d..10265d15 100644 Binary files a/articles/spatialLIBD_files/figure-html/layer_boxplot-3.png and b/articles/spatialLIBD_files/figure-html/layer_boxplot-3.png differ diff --git a/articles/spatialLIBD_files/figure-html/layer_stat_cor_plot-1.png b/articles/spatialLIBD_files/figure-html/layer_stat_cor_plot-1.png index d0c1fa5d..7bfcc323 100644 Binary files a/articles/spatialLIBD_files/figure-html/layer_stat_cor_plot-1.png and b/articles/spatialLIBD_files/figure-html/layer_stat_cor_plot-1.png differ diff --git a/articles/spatialLIBD_files/figure-html/sfari_enrichment_plot-1.png b/articles/spatialLIBD_files/figure-html/sfari_enrichment_plot-1.png index d243d717..3190be88 100644 Binary files a/articles/spatialLIBD_files/figure-html/sfari_enrichment_plot-1.png and b/articles/spatialLIBD_files/figure-html/sfari_enrichment_plot-1.png differ diff --git a/articles/spatialLIBD_files/figure-html/vis_clus-1.png b/articles/spatialLIBD_files/figure-html/vis_clus-1.png index 7c750e04..d2fdc19e 100644 Binary files a/articles/spatialLIBD_files/figure-html/vis_clus-1.png and b/articles/spatialLIBD_files/figure-html/vis_clus-1.png differ diff --git a/articles/spatialLIBD_files/figure-html/vis_clus_no_spatial-1.png b/articles/spatialLIBD_files/figure-html/vis_clus_no_spatial-1.png index 208fa90d..7700de5c 100644 Binary files a/articles/spatialLIBD_files/figure-html/vis_clus_no_spatial-1.png and b/articles/spatialLIBD_files/figure-html/vis_clus_no_spatial-1.png differ diff --git a/articles/spatialLIBD_files/figure-html/vis_gene-1.png b/articles/spatialLIBD_files/figure-html/vis_gene-1.png index 4037ab91..94bb6482 100644 Binary files a/articles/spatialLIBD_files/figure-html/vis_gene-1.png and b/articles/spatialLIBD_files/figure-html/vis_gene-1.png differ diff --git a/articles/spatialLIBD_files/figure-html/vis_gene-2.png b/articles/spatialLIBD_files/figure-html/vis_gene-2.png index 0fe51ae1..a247fe90 100644 Binary files a/articles/spatialLIBD_files/figure-html/vis_gene-2.png and b/articles/spatialLIBD_files/figure-html/vis_gene-2.png differ diff --git a/articles/spatialLIBD_files/figure-html/vis_gene-3.png b/articles/spatialLIBD_files/figure-html/vis_gene-3.png index 5becf124..9c87ad47 100644 Binary files a/articles/spatialLIBD_files/figure-html/vis_gene-3.png and b/articles/spatialLIBD_files/figure-html/vis_gene-3.png differ diff --git a/authors.html b/authors.html index 3d9fe61e..5953cb2d 100644 --- a/authors.html +++ b/authors.html @@ -107,7 +107,7 @@

Authors and Citation

Citation

- Source: inst/CITATION + Source: inst/CITATION
diff --git a/news/index.html b/news/index.html index 38fa2bfe..93a36916 100644 --- a/news/index.html +++ b/news/index.html @@ -63,7 +63,7 @@
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NEW FEATURES

  • -vis_gene_p(), vis_clus_p() and all related functions now have an argument point_size which lets you control how big the points are plotted. This can be useful for visualization purposes.
  • +vis_gene_p(), vis_clus_p() and all related functions now have an argument point_size which lets you control how big the points are plotted. This can be useful for visualization purposes.
  • The shiny app now has an input controlling the point size. If you increase it to say 5, then if you zoom in the clusters (interactive) panel, you can see larger spots when zooming in.
  • These features are related to https://github.com/LieberInstitute/spatialLIBD/issues/28 although the spot diameter is still not the true spot diameter. However, now you have more flexibility for visualizing the spots.
@@ -333,7 +333,7 @@