TissueScope
TissueScape compiles bulk RNA sequencing datasets from brain tissues across 291 species, encompassing 145 fishes, 109 mammals, 20 birds, 6 amphibians, and 11 reptiles. A total of 769 libraries are included, with 269 generated from this study (covering 92 species) and 500 sourced from public datasets (covering 199 species). For bulk RNA-seq data preparation, due to the lack of reference genomes for many of the species studied, Trinity was employed to assemble transcripts from the filtered data, utilizing a maximum memory of 200 GB and otherwise default settings. Following transcript assembly, redundant sequences were removed using cd-hit-est with a similarity threshold of 90%, retaining the longest representative transcripts. Next, TransDecoder was used on the deredundanttranscripts to predict protein-coding genes and their corresponding protein sequences, using default settings.
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      Statistics of expressed genes in different calssifications
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        cluster: cellcluster; gene: gene symbol; p_val: p value; avg_log2Fc: average logfc between two groups; pct.1: the proportion of cels expressing the gene among the cels in the current cluster; pct.2: the proportion of cells expressing the gene among the cells in other clusters; p_val_ad;: adjusted p-value;

          Toppgen enrichment analysis of genelist
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