posted on 2020-11-17, 22:07authored byNikita E. Vavilov, Victor G. Zgoda, Olga V. Tikhonova, Tatiana E. Farafonova, Natalya A. Shushkova, Svetlana E. Novikova, Konstantin N. Yarygin, Sergey P. Radko, Ekaterina V. Ilgisonis, Elena A. Ponomarenko, Andrey V. Lisitsa, Alexander I. Archakov
One of the main goals of the Chromosome-Centric Human Proteome
Project (C-HPP) is detection of “missing proteins” (PE2-PE4).
Using the UPS2 (Universal proteomics standard 2) set as a model to
simulate the range of protein concentrations in the cell, we have
previously shown that 2D fractionation enables the detection of more
than 95% of UPS2 proteins in a complex biological mixture. In this
study, we propose a novel experimental workflow for protein detection
during the analysis of biological samples. This approach is extremely
important in the context of the C-HPP and the neXt-MP50 Challenge,
which can be solved by increasing the sensitivity and the coverage
of the proteome encoded by a particular human chromosome. In this
study, we used 2D fractionation for in-depth analysis of the proteins
encoded by human chromosome 18 (Chr 18) in the HepG2 cell line. Use
of 2D fractionation increased the sensitivity of the SRM SIS method
by 1.3-fold (68 and 88 proteins were identified by 1D fractionation
and 2D fractionation, respectively) and the shotgun MS/MS method by
2.5-fold (21 and 53 proteins encoded by Chr 18 were detected by 1D
fractionation and 2D fractionation, respectively). The results of
all experiments indicate that 111 proteins encoded by human Chr 18
have been identified; this list includes 42% of the Chr 18 protein-coding
genes and 67% of the Chr 18 transcriptome species (Illumina RNaseq)
in the HepG2 cell line obtained using a single sample. Corresponding
mRNAs were not registered for 13 of the detected proteins. The combination
of 2D fractionation technology with SRM SIS and shotgun mass spectrometric
analysis did not achieve full coverage, i.e., identification of at
least one protein product for each of the 265 protein-coding genes
of the selected chromosome. To further increase the sensitivity of
the method, we plan to use 5–10 crude synthetic peptides for
each protein to identify the proteins and select one of the peptides
based on the obtained mass spectra for the synthesis of an isotopically
labeled standard for subsequent quantitative analysis. Data are available
via ProteomeXchange with the identifier PXD019263.