The pig brain proteome
Within mammalian evolution, the brain has undergone changes that resulted in increased capacities to process information and perform higher cognitive functions in primates and humans. These evolutionary processes not only involve size expansion, but also variation in gene-expression. To discover human specific molecular features of the brain we need to first identify the shared molecular architecture of the mammalian brain. Therefore, in addition to our mouse brain efforts, we have included the pig brain as a brain that in size and structural organization is closer to that of the human than the mouse. Many of the pig proteins have high homology with human orthologues, allowing us to explore and compare pig and human brain. The regional organization of brain anatomy separates the brain into regions, sub regions, nuclei, and layers of specialized cells, enabling the specific function of each individual region. Transcriptomic data from the different regions facilitates classification of the regional expression variation within pig brain. Here we analyse the pig brain in a similar manner as the human and mouse brain, enabling transcriptomic comparison between the three different mammalian species.
Regional classification based on RNA expression
The transcriptome analysis shows that 15047 of the human orthologues (n=16614) are expressed in the pig brain, and 836 of these genes show a regionally elevated expression. 3548 human genes are missing pig one-to-one orthologue and is therefore missing pig expression data in the human protein atlas, expression data based on pig genes are downloadable here.
Table 1. The 15 regions of the brain and numbers of genes detected above cut off, indicating expression in that brain region, as well as number of genes classified as elevated in each region compared to the others based on transcript abundance in the individual regions (max nTPM of sub regions is used as representative). Same classification rules are used for the regional classification as the classification based on tissue types.
Table 2. The 12 genes with the highest level of regional enriched expression within the pig brain and the regional distribution category. Regional distribution indicates if protein is detected in a single or multiple regions of the pig brain. The mRNA column provides the highest nTPM vallue of the region with highest expression. RS-score (Regional Specificity score) corresponds to the score calculated as the fold change to the second highest region.
In order to illustrate the relation of the different brain regions, a network plot was generated, displaying the number of genes shared between different regions. The majority of group enriched genes are shared between the forebrain regions. Cerebellum and basal ganglia are the regions with largest number of regionally enriched genes. For more information and examples about the regionally elevated expression in the different regions, please visit the individual summary pages; olfactory bulb, cerebral cortex, hippocampal formation, amygdala, basal ganglia, hypothalamus, thalamus, midbrain, pons, medulla, cerebellum, spinal cord and white matter .
Figure 2. An interactive network plot of the regionally enriched and group enriched genes connected to their respective enriched region (black circles). Red nodes represent the number of regionally enriched genes and orange noders represesnt the numcer of genes that are group enriched. The sizes of the red and orange nides are related to the number of genes displayed within the node. Each node is cliacle and results in a list of all enriched genes connected to the hightlighted edges. The netwoek is limited to group enriched genes in combinations up to 4 regions, but the resulting lists show the compleate set of group enriched genes in the particular region
Pig Atlas Project
The pig brain transcriptomics project is a collaborative project between The Human Protein Atlas and the Lars Bolund Institute of Regenerative Medicine (Dr. Yonglun Luo), BGI-Qingdao, China.
The protein atlas of the pig provides a full body overview of mRNA expression in all major organ and tissues types including the brain regions also presented in the human protein atlas. The pig RNAatlas is pig-gene centric including all known protein coding genes of the pig.