The current catalogue of the human proteome is not yet complete, as experimental proteomics evidence is still elusive for a group of proteins known as the missing proteins. The Human Proteome Project (HPP) has been successfully using technology and bioinformatic resources to improve the characterization of such challenging proteins. In this manuscript, we propose a pipeline starting with the mining of the PRIDE database to select a group of data sets potentially enriched in missing proteins that are subsequently analyzed for protein identification with a method based on the statistical analysis of proteotypic peptides. Spermatozoa and the HEK293 cell line were found to be a promising source of missing proteins and clearly merit further attention in future studies. After the analysis of the selected samples, we found 342 PSMs, suggesting the presence of 97 missing proteins in human spermatozoa or the HEK293 cell line, while only 36 missing proteins were potentially detected in the retina, frontal cortex, aorta thoracica, or placenta. The functional analysis of the missing proteins detected confirmed their tissue specificity, and the validation of a selected set of peptides using targeted proteomics (SRM/MRM assays) further supports the utility of the proposed pipeline. As illustrative examples, DNAH3 and TEPP in spermatozoa, and UNCX and ATAD3C in HEK293 cells were some of the more robust and remarkable identifications in this study. We provide evidence indicating the relevance to carefully analyze the ever-increasing MS/MS data available from PRIDE and other repositories as sources for missing proteins detection in specific biological matrices as revealed for HEK293 cells.

Monocytes are bone marrow-derived leukocytes that are part of the innate immune system. Monocytes are divided into three subsets: classical, intermediate and non-classical, which can be differentiated by their expression of some surface antigens, mainly CD14 and CD16. These cells are key players in the inflammation process underlying the mechanism of many diseases. Thus, the molecular characterization of these cells may provide very useful information for understanding their biology in health and disease. We performed a multicentric proteomic study with pure classical and non-classical populations derived from 12 healthy donors. The robust workflow used provided reproducible results among the five participating laboratories. Over 5000 proteins were identified, and about half of them were quantified using a spectral counting approach. The results represent the protein abundance catalogue of pure classical and enriched non-classical blood peripheral monocytes, and could serve as a reference dataset of the healthy population. The functional analysis of the differences between cell subsets supports the consensus roles assigned to human monocytes.

Production of quorum-sensing signal molecules of the acyl-homoserine lactone (AHL) type by Rhizobium leguminosarum bv. viciae UPM791 is dependent on its plasmid content. Curing of two of its four native plasmids, pUPM791d and pSym, resulted in loss of production of the largest (C(14)) and the three smaller (C(6)-C(8)) AHLs, respectively. Introduction of a lactonase-containing plasmid resulted in AHL signal degradation and quorum quenching. The quorum-dependent proteome was studied in these strains by DIGE. Quorum quenching affected a small (1.7%) fraction of the detected spots in the wild-type and a smaller (0.6%) fraction in the pSym-cured strain. Unexpectedly, quorum quenching affected up to 3.3% of the detected spots in the pUPM791d-cured strain, suggesting that C(14)-AHL normally interferes with the quorum response mediated by other AHLs. This, together with the observation that ca. 50% of the quorum-regulated proteins in strain UPM791 showed AHL-mediated repression, suggests that an important part of their functionality can be exerted through repression, although AHLs are usually considered as gene expression inducers. The three main quorum-induced polypeptides were identified by MALDI-MS as charge isoforms of the rhizospheric RhiA protein. Another major quorum-induced polypeptide was only present in the pUPM791d-cured strain and could not be identified.

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