Measuring and analyzing tissue specificity of human genes and protein complexes

Proteins and their interactions are essential for the survival of each human cell. Knowledge of their tissue occurrence is important for understanding biological processes. Therefore, we analyzed microarray and high-throughput RNA-sequencing data to identify tissue-specific and universally expressed genes. Gene expression data were used to investigate the presence of proteins, protein interactions and protein complexes in different tissues. Our comparison shows that the detection of tissue-specific genes and proteins strongly depends on the applied measurement technique. We found that microarrays are less sensitive for low expressed genes than high-throughput sequencing. Functional analyses based on microarray data are thus biased towards high expressed genes. This also means that previous biological findings based on microarrays might have to be re-examined using high-throughput sequencing results.     

Protein domains enriched in mammalian tissue-specific or widely expressed genes

In multicellular organisms some genes are expressed in essentially all tissues, whereas others are expressed predominantly in only one or a few tissues. In this study, we investigate the relationship between the tissue-specificity of gene expression and the type of protein encoded. We find that many protein domains are found to be enriched in either tissue-specific or widely expressed genes. Domains enriched in tissue-specific genes tend to be metazoan-specific; these same domains are also enriched in genes that are not essential for cell viability. These findings identify families of proteins that are probably used in the development or terminal differentiation of many different tissue types.     

Multiple combinations of alternatively spliced exons in rat tropomyosin-alpha gene mRNA: evidence for 20 new isoforms in adult tissues and cultured cells

Previous studies of the tropomyosin-alpha gene using Northern blot and ribonuclease protection assay methods identified the expression of nine isoforms generated by alternative splicing of exons. Several of these isoforms were characterized as tissue-specific and/or developmentally specific. The present study used a highly sensitive RT-PCR-based strategy to assay the expression of these and many novel isoforms in a variety of adult rat tissues. All 9 isoforms were found to be expressed in all tissues evaluated. Furthermore, 20 new isoforms were identified with varying tissue specificity. Sequence analysis confirmed exon splicing patterns. This greater degree of isoform generation parallels recent findings for another tropomyosin gene, the TM-5 gene, for which the generation of new isoforms, in particular, ones using novel junctions for carboxy-terminal-coding exons, was also shown. Several of the new cDNA-based isoforms predict tropomyosin protein species that are 10 amino acids longer than previously characterized high-molecular-weight tropomyosin-alpha gene isoforms. The apparent lack of significant tissue specificity in the expression of tropomyosin isoforms suggests that many of these isoforms have more generic roles in cell function.     

The role of miRNAs in complex formation and control

microRibonucleic acid (miRNAs) are small regulatory molecules that act by mRNA degradation or via translational repression. Although many miRNAs are ubiquitously expressed, a small subset have differential expression patterns that may give rise to tissue-specific complexes. MOTIVATION: This work studies gene targeting patterns amongst miRNAs with differential expression profiles, and links this to control and regulation of protein complexes. RESULTS: We find that, when a pair of miRNAs are not expressed in the same tissues, there is a higher tendency for them to target the direct partners of the same hub proteins. At the same time, they also avoid targeting the same set of hub-spokes. Moreover, the complexes corresponding to these hub-spokes tend to be specific and nonoverlapping. This suggests that the effect of miRNAs on the formation of complexes is specific.     

Identification of a Novel Gene (ECM2) Encoding a Putative Extracellular Matrix Protein Expressed Predominantly in Adipose and Female-Specific Tissues and Its Chromosomal Localization to 9q22.3

We isolated by the differential display technique a novel gene that was expressed abundantly in adipose and female-specific tissues. The cDNA contained an open reading frame of 2097 nucleotides encoding a 699-amino-acid peptide. The predicted protein showed homology to several known extracellular matrix (ECM) proteins such as proteoglycan, keratocan, and decorin. Moreover, the amino acid sequence contained several possible functional domains that would participate in protein–protein interactions, including an RGD sequence, a von Willebrand factor domain (VWFC), and a leucine-rich repeat. These findings suggest that this novel protein functions in cell–cell and/or cell–ECM recognition processes. Northern blot analysis revealed expression predominantly in adipose tissue as well as female-specific organs such as mammary gland, ovary, and uterus among 20 human adult tissues examined. We assigned the gene to chromosome 9q22.3 by means of fluorescencein situhybridization.     

Concordance of gene expression in human protein complexes reveals tissue specificity and pathology

Disease-causing variants in human genes usually lead to phenotypes specific to only a few tissues. Here, we present a method for predicting tissue specificity based on quantitative deregulation of protein complexes. The underlying assumption is that the degree of coordinated expression among proteins in a complex within a given tissue may pinpoint tissues that will be affected by a mutation in the complex and coordinated expression may reveal the complex to be active in the tissue. We identified known disease genes and their protein complex partners in a high-quality human interactome. Each susceptibility gene''s tissue involvement was ranked based on coordinated expression with its interaction partners in a non-disease global map of human tissue-specific expression. The approach demonstrated high overall area under the curve (0.78) and was very successfully benchmarked against a random model and an approach not using protein complexes. This was illustrated by correct tissue predictions for three case studies on leptin, insulin-like-growth-factor 2 and the inhibitor of NF-κB kinase subunit gamma that show high concordant expression in biologically relevant tissues. Our method identifies novel gene-phenotype associations in human diseases and predicts the tissues where associated phenotypic effects may arise.     

Genome-wide detection of tissue-specific alternative splicing in the human transcriptome

We have developed an automated method for discovering tissue-specific regulation of alternative splicing through a genome-wide analysis of expressed sequence tags (ESTs). Using this approach, we have identified 667 tissue-specific alternative splice forms of human genes. We validated our muscle-specific and brain-specific splice forms for known genes. A high fraction (8/10) were reported to have a matching tissue specificity by independent studies in the published literature. The number of tissue-specific alternative splice forms is highest in brain, while eye-retina, muscle, skin, testis and lymph have the greatest enrichment of tissue-specific splicing. Overall, 10-30% of human alternatively spliced genes in our data show evidence of tissue-specific splice forms. Seventy-eight percent of our tissue-specific alternative splices appear to be novel discoveries. We present bioinformatics analysis of several tissue-specific splice forms, including automated protein isoform sequence and domain prediction, showing how our data can provide valuable insights into gene function in different tissues. For example, we have discovered a novel kidney-specific alternative splice form of the WNK1 gene, which appears to specifically disrupt its N-terminal kinase domain and may play a role in PHAII hypertension. Our database greatly expands knowledge of tissue-specific alternative splicing and provides a comprehensive dataset for investigating its functional roles and regulation in different human tissues.