Integrated Proteomics Analysis of Baseline Protein Expression in Pig Tissues.
Shengbo WangAndrew CollinsAnanth PrakashSilvie FexovaIrene PapatheodorouAndrew R JonesJuan Antonio VizcainoPublished in: Journal of proteome research (2024)
The availability of an increasingly large amount of public proteomics data sets presents an opportunity for performing combined analyses to generate comprehensive organism-wide protein expression maps across different organisms and biological conditions. Sus scrofa , a domestic pig, is a model organism relevant for food production and for human biomedical research. Here, we reanalyzed 14 public proteomics data sets from the PRIDE database coming from pig tissues to assess baseline (without any biological perturbation) protein abundance in 14 organs, encompassing a total of 20 healthy tissues from 128 samples. The analysis involved the quantification of protein abundance in 599 mass spectrometry runs. We compared protein expression patterns among different pig organs and examined the distribution of proteins across these organs. Then, we studied how protein abundances were compared across different data sets and studied the tissue specificity of the detected proteins. Of particular interest, we conducted a comparative analysis of protein expression between pig and human tissues, revealing a high degree of correlation in protein expression among orthologs, particularly in brain, kidney, heart, and liver samples. We have integrated the protein expression results into the Expression Atlas resource for easy access and visualization of the protein expression data individually or alongside gene expression data.
Keyphrases
- gene expression
- mass spectrometry
- electronic health record
- big data
- healthcare
- emergency department
- binding protein
- dna methylation
- machine learning
- liquid chromatography
- atrial fibrillation
- data analysis
- risk assessment
- small molecule
- amino acid
- induced pluripotent stem cells
- deep learning
- blood brain barrier
- gas chromatography
- tandem mass spectrometry
- solid state