@@ -270,17 +270,19 @@ for (type in c("cyto", "mito")) {
270270 geom_point(size = 3 ) +
271271 xlab(paste0(" PC1: " ,percentVar [1 ]," % variance" )) +
272272 ylab(paste0(" PC2: " ,percentVar [2 ]," % variance" )) +
273- coord_fixed()
274- ggsave(paste(subdir_anticodon , " qc-pca.png" , sep = " /" ), height = 7 , width = 8 )
273+ coord_fixed() +
274+ theme_bw()
275+ ggsave(paste(subdir_anticodon , " qc-pca.pdf" , sep = " /" ), height = 7 , width = 8 )
275276
276277 pcaData_isodecoder <- plotPCA(vsd_isodecoder , intgroup = " condition" , returnData = TRUE )
277278 percentVar <- round(100 * attr(pcaData_isodecoder , " percentVar" ))
278279 ggplot(pcaData_isodecoder , aes(PC1 , PC2 , color = condition )) +
279280 geom_point(size = 3 ) +
280281 xlab(paste0(" PC1: " ,percentVar [1 ]," % variance" )) +
281282 ylab(paste0(" PC2: " ,percentVar [2 ]," % variance" )) +
282- coord_fixed()
283- ggsave(paste(subdir_isodecoder , " qc-pca.png" , sep = " /" ), height = 7 , width = 8 )
283+ coord_fixed() +
284+ theme_bw()
285+ ggsave(paste(subdir_isodecoder , " qc-pca.pdf" , sep = " /" ), height = 7 , width = 8 )
284286
285287 # Get combinations of coditions for various DE contrasts
286288 ordered_levels = levels(lastlevel(unique(dds_anticodon $ condition ), control_cond ))
@@ -345,7 +347,7 @@ for (type in c("cyto", "mito")) {
345347 scale_x_log10() + scale_y_log10() +
346348 # geom_smooth(method = 'lm', se = TRUE, alpha = 0.5, color = '#3182bd', fill = 'grey') +
347349 geom_abline(intercept = 0 , slope = 1 , linetype = ' dashed' , color = ' #3182bd' , alpha = 0.8 ) +
348- scale_color_manual(paste(' Differential expression\n (adj-p <=' ,p_adj , ' )' ), labels = c(" None" , " Down" , " Up" ), values = c(" FALSE" = " darkgrey" , " TRUE-1" = " #f28f3b " , " TRUE1" = " #4daf4a " )) +
350+ scale_color_manual(paste(' Differential expression\n (adj-p <=' ,p_adj , ' )' ), labels = c(" None" , " Down" , " Up" ), values = c(" FALSE" = " darkgrey" , " TRUE-1" = " #9970ab " , " TRUE1" = " #55ae61 " )) +
349351 scale_shape_manual(paste(' Differential expression\n (adj-p <=' ,p_adj , ' )' ), labels = c(" None" , " Down" , " Up" ), values = c(" FALSE" = 19 , " TRUE-1" = 17 , " TRUE1" = 17 )) +
350352 scale_size_manual(values = c(1 ,2 ), guide = " none" ) + theme_bw() +
351353 labs(x = paste(' log10' , combinations [[i ]][2 ], ' counts' , sep = ' ' ), y = paste(' log10' , combinations [[i ]][1 ], ' counts' , sep = ' ' )) +
@@ -356,7 +358,7 @@ for (type in c("cyto", "mito")) {
356358 scale_x_log10() + scale_y_log10() +
357359 # geom_smooth(method = 'lm', se = TRUE, alpha = 0.5, color = '#3182bd', fill = 'grey') +
358360 geom_abline(intercept = 0 , slope = 1 , linetype = ' dashed' , color = ' #3182bd' , alpha = 0.8 ) +
359- scale_color_manual(paste(' Differential expression\n (adj-p <=' ,p_adj , ' )' ), labels = c(" None" , " Down" , " Up" ), values = c(" FALSE" = " darkgrey" , " TRUE-1" = " #f28f3b " , " TRUE1" = " #4daf4a " )) +
361+ scale_color_manual(paste(' Differential expression\n (adj-p <=' ,p_adj , ' )' ), labels = c(" None" , " Down" , " Up" ), values = c(" FALSE" = " darkgrey" , " TRUE-1" = " #9970ab " , " TRUE1" = " #55ae61 " )) +
360362 scale_shape_manual(paste(' Differential expression\n (adj-p <=' ,p_adj , ' )' ), labels = c(" None" , " Down" , " Up" ), values = c(" FALSE" = 19 , " TRUE-1" = 17 , " TRUE1" = 17 )) +
361363 scale_size_manual(values = c(1 ,2 ), guide = " none" ) + theme_bw() +
362364 labs(x = paste(' log10' , combinations [[i ]][2 ], ' counts' , sep = ' ' ), y = paste(' log10' , combinations [[i ]][1 ], ' counts' , sep = ' ' )) +
@@ -427,7 +429,7 @@ for (type in c("cyto", "mito")) {
427429
428430 # Heatmaps
429431 # note that all tables and plots only built if DE tables are not empty
430- col_fun = colorRamp2(c(- 3 , 0 , 3 ), c(" #CC5803 " , " #f7f7f7" , " #36682B " ))
432+ col_fun = colorRamp2(c(- 3 , 0 , 3 ), c(" #762a83 " , " #f7f7f7" , " #1b7837 " ))
431433
432434 # Annotation for baseMean counts
433435 if (nrow(comb_isodecoder ) != 0 ) {
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