Literature DB >> 30761351

A proteomic profiling dataset of recombinant Chinese hamster ovary cells showing enhanced cellular growth following miR-378 depletion.

Orla Coleman1, Alan Costello1, Michael Henry1, Nga T Lao1, Niall Barron2,3, Martin Clynes1, Paula Meleady1.   

Abstract

The proteomic data presented in this article provide supporting information to the related research article "Depletion of endogenous miRNA-378-3p increases peak cell density of CHO DP12 cells and is correlated with elevated levels of Ubiquitin Carboxyl-Terminal Hydrolase 14" (Costello et al., in press) [1]. Control and microRNA-378 depleted CHO DP12 cells were profiled using label-free quantitative proteomic profiling. CHO DP12 cells were collected on day 4 and 8 of batch culture, subcellular proteomic enrichment was performed, and subsequent fractions were analyzed by liquid chromatography tandem mass spectrometry (LC-MS/MS). Here we provide the complete proteomic dataset of proteins significantly differentially expressed by greater than 1.25-fold change in abundance between control and miR-378 depleted CHO DP12 cells, and the lists of all identified proteins for each condition.

Entities:  

Year:  2018        PMID: 30761351      PMCID: PMC6290246          DOI: 10.1016/j.dib.2018.11.115

Source DB:  PubMed          Journal:  Data Brief        ISSN: 2352-3409


Specifications table Value of the data This data reveals protein expression patterns associated with microRNA-378. Differentially expressed proteins between control and miR-378 depleted CHO cells may serve as indicators of CHO cell growth. This dataset reports enriched proteins from the cytosolic and membrane subcellular fractions of CHO DP12 cells. This data provides proteomic profiles for two time-points of CHO DP12 batch culture; exponential and stationary phase.

Data

The data presents a quantitative proteomic profiling of subcellular-enriched protein fractions from day 4 and day 8 cultures of CHO DP12 cells following microRNA-378 stable depletion. Both the cytosolic and membrane protein enriched fractions were analysed to identify significantly differentially expressed proteins between control and miR-378 depleted CHO cells (miR-378-spg) for each timepoint. Differentially expressed proteins between control and miR-378-spg cells are required to have (i) a p-value ≤ 0.05 on the peptide and the protein level and (ii) a minimum of 1.25-fold change in normalized abundance levels. Table 1, Table 2, Table 3, Table 4 list the differentially expressed proteins with an increased abundance in miR-378 depleted cells when compared to control cells. Proteins with an increased abundance in miR-378-spg cells represent potential direct targets of miR-378 in CHO cells and are of most interest. Table 1, Table 2, Table 3, Table 4 report the accession number, peptide count, number of unique peptides, ANOVA p-value, q-value, maximum fold-change and protein name. Supplementary Table S1 presents the complete list of all differentially overexpressed and under expressed proteins for each subcellular fraction and time-point. Supplementary Table S2 presents the qualitative list of all identified proteins for each condition (control and miR-378-spg), subcellular enriched fraction (cytosolic and membrane protein enriched) and time-point (day 4 and day 8 of culture). Heat maps are shown in Fig. 1 that outlines the clustering of significantly increased versus decreased proteins in miR-378-spg cells, as compared to control cells.
Table 1

Mass spectrometric identification of 28 proteins from the cytosolic enriched protein fraction with ≥ 1.25-fold increase in the miR-378 depleted CHO cells on day 4 of cell culture.

AccessionPeptidesUnique peptidesAnova (p)Q valueMax fold changeProtein name
625285532111.08E−022.96E−021.51Splicing factor 3B subunit 3
625233305225.27E−031.98E−021.45Ubiquitin carboxyl-terminal hydrolase 14 isoform X4
354504493991.24E−031.13E−021.446-phosphogluconate dehydrogenase, decarboxylating isoform X1
625250820447.81E−032.69E−021.43Copine-1 isoform X3
354500682112.00E−023.88E−021.41Cytochrome b5
625231502113.25E−024.62E−021.40Leucine-rich repeat-containing protein 47 isoform X2, partial
625204380332.23E−047.06E−031.37Chloride intracellular channel protein 4 isoform X1
625279800115.08E−031.95E−021.37Caveolin-1 isoform X1
354481364113.55E−024.65E−021.36crk-like protein isoform X1
625258134119.24E−032.76E−021.35Sulfiredoxin-1 isoform X2
625290509113.70E−024.65E−021.34T-complex protein 1 subunit beta isoform X2
350537945992.38E−031.35E−021.33Peroxiredoxin-1
625225560225.72E−047.39E−031.32Heterogeneous nuclear ribonucleoprotein A1 isoform X1
625260720111.75E−023.77E−021.31TAR DNA-binding protein 43 isoform X1
354477234222.29E−023.97E−021.30F-actin-capping protein subunit alpha-2 isoform X1
354502560221.95E−031.35E−021.30Protein DJ-1
354480001111.29E−023.06E−021.30T-complex protein 1 subunit delta
354495613119.68E−032.82E−021.30Thrombomodulin
625250988112.32E−023.97E−021.29Inositol-3-phosphate synthase 1 isoform X2
625224185111.14E−022.99E−021.29Spermidine synthase
62528008810104.60E−031.85E−021.28Alpha-enolase isoform X3
625234360114.51E−024.89E−021.28Glutaredoxin-3 isoform X2
625280141222.09E−031.35E−021.28Cytosolic acyl coenzyme A thioester hydrolase isoform X2
625258715114.84E−031.90E−021.26Branched-chain-amino-acid aminotransferase, cytosolic isoform X3
625267589113.94E−031.70E−021.26Alpha-actinin-4 isoform X2
625233493114.49E−024.89E−021.2626S proteasome non-ATPase regulatory subunit 13 isoform X3
625237309221.62E−031.30E−021.25Adenosylhomocysteinase
625240103221.88E−023.81E−021.25T-complex protein 1 subunit epsilon
Table 2

Mass spectrometric identification of 73 proteins from the cytosolic enriched protein fraction with ≥ 1.25-fold increase in the miR-378 depleted CHO cells on day 8 of cell culture.

AccessionPeptidesUnique peptidesAnova (p)Q valueMax fold changeProtein name
625185523113.14E−025.71E−0318.2460S ribosomal protein L26 isoform X1
625188420113.92E−025.85E−0310.57Heterogeneous nuclear ribonucleoprotein A3 isoform X1
350539695111.13E−025.34E−037.67Protein disulfide-isomerase precursor
346421364114.09E−025.85E−037.35Calreticulin precursor
625242946114.88E−026.22E−034.95protein S100-A4
625223066113.69E−025.85E−034.7860S ribosomal protein L22 isoform X1
625195560114.30E−026.00E−034.45Protein disulfide-isomerase A6
625229196224.03E−025.85E−034.1340S ribosomal protein S6
354478978112.80E−025.71E−033.70protein S100-A6
625203562112.20E−025.51E−032.8414-3-3 protein beta/alpha
354495666113.30E−025.71E−032.7460S ribosomal protein L27a isoform X1
625237172113.93E−025.85E−032.67Cathepsin D
625272649114.01E−025.85E−032.66Nucleophosmin isoform X4
625191956113.70E−025.85E−032.64Glucosidase 2 subunit beta isoform X1
625221706552.41E−025.51E−032.60Alpha-enolase isoform X2
354499455223.84E−025.85E−032.3460S ribosomal protein L29
625193837114.78E−026.22E−032.3160S ribosomal protein L4 isoform X1
346986359223.15E−025.71E−032.28Calreticulin precursor
350539629114.93E−026.22E−032.2140S ribosomal protein S4
625278207112.91E−025.71E−032.09Transcription elongation factor B polypeptide 2 isoform X2
625234436333.74E−025.85E−032.04Acyl-CoA-binding protein
625290232112.66E−025.51E−031.8960S ribosomal protein L18 isoform X2
625194917111.47E−025.34E−031.8814-3-3 protein gamma
350537945772.26E−025.51E−031.85Peroxiredoxin-1
625225560334.53E−026.15E−031.85Heterogeneous nuclear ribonucleoprotein A1 isoform X1
625265794111.13E−025.34E−031.8460S ribosomal protein L35a
350537423443.03E−025.71E−031.7978 kDa glucose-regulated protein precursor
354484084223.84E−025.85E−031.7740S ribosomal protein S3a
354487474553.26E−025.71E−031.75Endoplasmin
625242866333.26E−025.71E−031.74Tropomyosin alpha-3 chain isoform X7
625271377113.10E−025.71E−031.73Peptidyl-prolyl cis-trans isomerase FKBP4 isoform X2
350538733113.20E−025.71E−031.7160S ribosomal protein L13
625218325111.98E−025.45E−031.71Y-box-binding protein 3, partial
625219233221.46E−025.34E−031.71Heterogeneous nuclear ribonucleoprotein D0, partial
354497356113.08E−025.71E−031.69ADP-ribosylation factor 3
625286340114.66E−026.16E−031.66Annexin A5
354507332111.72E−025.34E−031.6360S ribosomal protein L8
346227155332.10E−025.46E−031.62Elongation factor 2
625223526111.81E−025.39E−031.5940S ribosomal protein S3 isoform X1
625233305335.51E−042.52E−031.58Ubiquitin carboxyl-terminal hydrolase 14 isoform X4
625263837111.23E−025.34E−031.55Reticulocalbin-3 isoform X2
625204380112.26E−025.51E−031.55Chloride intracellular channel protein 4 isoform X1
354506476221.53E−025.34E−031.54Glutathione S-transferase Mu 7
625190571332.60E−025.51E−031.47Tropomyosin alpha-4 chain
354497863112.57E−025.51E−031.45RNA-binding protein FUS isoform X1
625203986222.64E−025.51E−031.44Peptidyl-prolyl cis-trans isomerase A
354475571112.89E−025.71E−031.42NSFL1 cofactor p47 isoform X1
625198438112.48E−025.51E−031.42Ran-specific GTPase-activating protein
625282303111.94E−025.45E−031.40Serine/threonine-protein kinase SMG1 isoform X3
625223520221.48E−025.34E−031.39Serpin H1 isoform X1
625190791112.90E−034.00E−031.3960S ribosomal protein L7a-like
354471594112.06E−025.45E−031.38Cathepsin B
625227859331.48E−025.34E−031.37Glutathione S-transferase Mu 6
625258134113.04E−025.71E−031.37Sulfiredoxin-1 isoform X2
625225201111.69E−025.34E−031.35Annexin A2 isoform X1
625262042221.34E−025.34E−031.35Heat shock protein beta-1 isoform X2
625180993221.11E−025.34E−031.34Eukaryotic initiation factor 4A-I-like
350540646114.13E−025.85E−031.32Phosphoglycerate kinase 1
625222844332.44E−041.80E−031.32Septin-11 isoform X1
625240830112.66E−025.51E−031.31Nucleoside diphosphate kinase B
625222011114.63E−026.16E−031.30inosine-5׳-monophosphate dehydrogenase 2 isoform X1
625289462113.93E−025.85E−031.30Calcium-regulated heat stable protein 1
625199022111.31E−025.34E−031.30m7GpppX diphosphatase
354489619112.61E−025.51E−031.29Isocitrate dehydrogenase [NADP] cytoplasmic
625249460221.10E−025.34E−031.29src substrate cortactin
625202098114.66E−026.16E−031.29Myosin light polypeptide 6-like
625256794221.36E−041.60E−031.29Fatty acid-binding protein, adipocyte
350538479223.11E−025.71E−031.28Tubulin beta-6 chain
625267589553.71E−034.07E−031.28Alpha-actinin-4 isoform X2
625206697112.49E−025.51E−031.26ATP-binding cassette sub-family F member 1 isoform X1
354483012221.40E−025.34E−031.25Heterogeneous nuclear ribonucleoprotein R
625249889114.29E−034.53E−031.25Caldesmon isoform X3
354465044112.33E−025.51E−031.25rab GDP dissociation inhibitor beta
Table 3

Mass spectrometric identification of 7 proteins from the membrane protein enriched fraction with ≥ 1.25-fold increase in the miR-378 depleted CHO cells on day 4 of cell culture.

AccessionPeptidesUnique peptidesAnova (p)Q valueMax fold changeProtein name
350538167112.35E−023.75E−021.52Calnexin precursor
354495613222.29E−023.71E−021.37Thrombomodulin
625263837332.63E−032.00E−021.34Reticulocalbin-3 isoform X2
350537945333.71E−032.34E−021.33Peroxiredoxin-1
625249714113.11E−023.99E−021.31Perilipin-4 isoform X14
625282737114.67E−024.88E−021.31Protein dpy-30 homolog
625215083331.83E−023.38E−021.30Guanine nucleotide-binding protein G(I)/G(S)/G(T) subunit beta-1 isoform X1
Table 4

Mass spectrometric identification of 72 proteins from the membrane protein enriched fraction with ≥ 1.25-fold increase in the miR-378 depleted CHO cells on day 8 of cell culture.

AccessionPeptidesUnique peptidesAnova (p)Q valueMax fold changeProtein name
625244585221.10E−022.45E−022.52Histone H2A.V isoform X2
354496412116.56E−032.14E−022.45Histone H1.0
354480100552.14E−023.33E−022.17Histone H2B type 1
354494381111.63E−041.65E−022.12Fibronectin isoform X1
354494231119.56E−032.38E−022.08High mobility group nucleosome-binding domain-containing protein 5 isoform X1
345842361113.64E−024.43E−022.08High mobility group protein HMG-I/HMG-Y
625206001771.31E−022.76E−022.06Histone H3.1-like
625285909331.01E−022.38E−021.84Histone H2A type 1-H-like isoform X1
625229196114.46E−024.84E−021.8140S ribosomal protein S6
625205207112.86E−031.65E−021.77rRNA 2׳-O-methyltransferase fibrillarin, partial
354480104661.53E−022.89E−021.74Histone H1.4 isoform X1
625289934113.81E−024.46E−021.73Calumenin isoform X2
350537403112.63E−023.77E−021.68DNA topoisomerase 2-alpha
625262546113.48E−024.36E−021.68Replication protein A 14 kDa subunit
625209863111.44E−022.87E−021.67Alpha-parvin
625234125441.10E−022.45E−021.63Elongation factor 1-gamma
350538167331.78E−031.65E−021.60Calnexin precursor
625284147118.52E−032.30E−021.50Legumain
350539823114.09E−041.65E−021.50Heat shock cognate 71 kDa protein
625204124114.42E−024.82E−021.47Platelet glycoprotein 4
625256908113.23E−031.65E−021.47Septin-2
625211254222.82E−023.86E−021.47Plectin isoform X1
625260069117.33E−032.14E−021.4414-3-3 protein epsilon isoform X2
354504493221.54E−031.65E−021.446-phosphogluconate dehydrogenase, decarboxylating isoform X1
625231575227.14E−032.14E−021.43Eukaryotic initiation factor 4A-II isoform X1
625274484114.37E−024.80E−021.42Serum albumin isoform X3
625262669113.56E−024.39E−021.42Cellular nucleic acid-binding protein isoform X2
625243141112.10E−023.32E−021.41ATP-dependent RNA helicase DDX39A
625216841116.75E−032.14E−021.41Coronin-1B
625292335111.81E−023.04E−021.40High mobility group protein B2 isoform X2
354489619117.40E−032.14E−021.40Isocitrate dehydrogenase [NADP] cytoplasmic
625215758112.88E−031.65E−021.39Enoyl-CoA delta isomerase 1, mitochondrial isoform X1
354483223112.25E−023.44E−021.39Prolyl 4-hydroxylase subunit alpha-1 isoform X1
354467247112.41E−031.65E−021.39NADH dehydrogenase [ubiquinone] 1 alpha subcomplex subunit 9, mitochondrial
625284339331.46E−022.87E−021.38Succinate dehydrogenase ubiquinone] iron-sulfur subunit, mitochondrial isoform X2, partial
625231917112.18E−023.36E−021.38Guanine nucleotide-binding protein subunit beta-4
625238921114.00E−024.53E−021.38EH domain-containing protein 4 isoform X2
354500398111.25E−031.65E−021.37Ubiquitin-like modifier-activating enzyme 1 isoform X1
625190571112.57E−023.74E−021.35Tropomyosin alpha-4 chain
354485048113.51E−024.37E−021.35Polymerase I and transcript release factor
354485701114.91E−041.65E−021.35Stomatin-like protein 2, mitochondrial
354492573114.19E−024.72E−021.35Actin-related protein 3B isoform X1
354465900221.57E−022.93E−021.35ATP-dependent RNA helicase DDX3X isoform X1
354484391112.57E−023.74E−021.3514-3-3 protein zeta/delta
625190862111.66E−022.97E−021.34NADH dehydrogenase [ubiquinone] 1 alpha subcomplex subunit 10, mitochondrial isoform X1
625240103114.16E−031.83E−021.34T-complex protein 1 subunit epsilon
625188420114.22E−024.73E−021.33Heterogeneous nuclear ribonucleoprotein A3 isoform X1
625211596116.89E−041.65E−021.3360S ribosomal protein L7 isoform X1
625248231112.96E−031.65E−021.33ADP/ATP translocase 1 isoform X2
625251833112.86E−023.86E−021.32Hydroxymethylglutaryl-CoA lyase, mitochondrial isoform X3
350540646221.59E−022.93E−021.32Phosphoglycerate kinase 1
625254434116.32E−032.14E−021.32Superoxide dismutase [Mn], mitochondrial isoform X2
625249635115.33E−032.06E−021.31lon protease homolog, mitochondrial
625208910114.97E−025.03E−021.30Septin-7 isoform X1
354486011114.29E−024.74E−021.30Acyl-coenzyme A thioesterase 1 isoform X1
625213146119.70E−032.38E−021.29Integrin beta-1 isoform X1
625232358334.03E−041.65E−021.29Lipoprotein lipase isoform X1
625279800114.90E−025.00E−021.28Caveolin-1 isoform X1
625235290114.73E−024.89E−021.28Peroxiredoxin-5, mitochondrial
625215083221.26E−031.65E−021.28Guanine nucleotide-binding protein G(I)/G(S)/G(T) subunit beta-1 isoform X1
346986359332.62E−031.65E−021.27Elongation factor 1-alpha 1
625201330111.81E−023.04E−021.27Cell division control protein 42 homolog
625288359221.73E−023.01E−021.27dephospho-CoA kinase domain-containing protein
552953713111.43E−022.87E−021.2640S ribosomal protein S7
354482483112.73E−023.82E−021.26vimentin
625243995223.76E−024.46E−021.26Leucine-rich PPR motif-containing protein, mitochondrial isoform X2
625184898113.26E−024.24E−021.2539S ribosomal protein L12, mitochondrial isoform X1
625236680111.11E−022.45E−021.2560 kDa heat shock protein, mitochondrial
625183009221.37E−022.85E−021.25Triosephosphate isomerase isoform X1
354486540222.91E−031.65E−021.25Hydroxymethylglutaryl-CoA synthase, mitochondrial
625224152112.50E−023.72E−021.25Nuclear body protein SP140-like isoform X1
625291524113.79E−024.46E−021.25Mitochondrial import inner membrane translocase subunit Tim13 isoform X3, partial
Fig. 1

Heat maps of differentially expressed proteins in miR-378-spg CHO cells. A and B show the clustering of significantly increased and decreased proteins identified in the cytosolic enriched fraction of miR-378-spg cells for day 4 and day 8, respectively. C and D show the clustering of differentially expressed proteins identified in the membrane enriched fraction of miR-378-spg when compared to control on day 4 and day 8 of culture, respectively. The normalised abundance values of differentially expressed proteins were log2 transformed and hierarchical Pearson clustering was performed on Z-score normalised intensity values.

Mass spectrometric identification of 28 proteins from the cytosolic enriched protein fraction with ≥ 1.25-fold increase in the miR-378 depleted CHO cells on day 4 of cell culture. Mass spectrometric identification of 73 proteins from the cytosolic enriched protein fraction with ≥ 1.25-fold increase in the miR-378 depleted CHO cells on day 8 of cell culture. Mass spectrometric identification of 7 proteins from the membrane protein enriched fraction with ≥ 1.25-fold increase in the miR-378 depleted CHO cells on day 4 of cell culture. Mass spectrometric identification of 72 proteins from the membrane protein enriched fraction with ≥ 1.25-fold increase in the miR-378 depleted CHO cells on day 8 of cell culture. Heat maps of differentially expressed proteins in miR-378-spg CHO cells. A and B show the clustering of significantly increased and decreased proteins identified in the cytosolic enriched fraction of miR-378-spg cells for day 4 and day 8, respectively. C and D show the clustering of differentially expressed proteins identified in the membrane enriched fraction of miR-378-spg when compared to control on day 4 and day 8 of culture, respectively. The normalised abundance values of differentially expressed proteins were log2 transformed and hierarchical Pearson clustering was performed on Z-score normalised intensity values.

Experimental design, materials and methods

Subcellular protein extraction and in-solution protein digestion

Triplicate biological samples for control and miR-378 depleted cells were collected on day 4 and day 8 of batch cultures. Subcellular protein enrichment was achieved using the Mem-Per Plus Membrane protein extraction kit (#89842, Thermo Fisher Scientific) which yielded a cytosolic and membrane protein enriched fraction. Protein concentration was determined using the QuickStart Bradford assay (Bio-rad). Equal concentrations (100 µg) of protein from each sample were purified and trypsin digested for mass spectrometry using the filter-aided sample preparation method as previously described [2]. The resulting peptide samples were purified using Pierce C18 spin columns then dried using vacuum centrifugation and suspended in 2% acetonitrile and 0.1% trifluoracetic acid in LC grade water prior to LC-MS/MS analysis.

Label-free liquid chromatography mass spectrometry

Quantitative label-free liquid-chromatography mass spectrometry (LC–MS/MS) analysis of mir-378-spg and NC-spg membrane and cytosolic fractions from day 4 and day 8 was carried out using a Dionex UltiMate™ 3000 RSLCnano system (Thermo Fisher Scientific) coupled to a hybrid linear LTQ Orbitrap XL mass spectrometer (Thermo Fisher Scientific). LC-MS/MS methods were applied as previously described [3]. A 5 μL injection of each sample was loaded onto a C18 trapping column (PepMap100, C18, 300 μm × 5 mm; Thermo Fisher Scientific). Each sample was desalted for 5 min using a flow rate of 25 μL/min with 2% ACN, 0.1% TFA before being switched online with the analytical column (PepMap C18, 75 μm ID × 250 mm, 3 μm particle and 100 Å pore size; (Thermo Fisher Scientific)). Peptides were eluted using a binary gradient of Solvent A (2% ACN and 0.1% formic acid in LC grade water) and Solvent B (80% ACN and 0.08% formic acid in LC grade water). The following gradient was applied; 6–25% solvent B for 120 min and 25–50% solvent B in a further 60 min at a column flow rate of 300 nL/min. Data was acquired with Xcalibur software, version 2.0.7 (Thermo Fisher Scientific). The LTQ Orbitrap XL was operated in data-dependent mode with full MS scans in the 400–1200 m/z range using the Orbitrap mass analyser with a resolution of 30,000 (at m/z 400). Up to three of the most intense ions (+1, +2, and +3) per scan were fragmented using collision-induced dissociation (CID) in the linear ion trap. Dynamic exclusion was enabled with a repeat count of 1, repeat duration of 20 s, and exclusion duration of 40 s. All tandem mass spectra were collected using a normalized collision energy of 32%, and an isolation window of 2 m/z with an activation time of 30 ms.

Quantitative label-free LC-MS/MS data analysis

Protein identification was achieved using Proteome Discoverer 2.1 with the Sequest HT and MASCOT algorithm followed by Percolator validation [4] to apply a false-discovery rate < 0.01. Data was searched against the NCBI Chinese Hamster (Cricetulus griseus) protein database containing 44,065 sequences (fasta file downloaded November 2015). The following search parameters were used for protein identification: (1) precursor mass tolerance set to 20 ppm, (2) fragment mass tolerance set to 0.6 Da, (3) up to two missed cleavages were allowed, (4) carbamidomethylation of cysteine set as a static modification and (5) methionine oxidation set as a dynamic modification. The complete lists of all identified proteins from the cytosolic and membrane enriched fractions of day 4 and day 8 cell cultures of the control (NC378-spg) and miR-378-spg are provided in Supplementary Table S2. Quantitative label-free data analysis was performed using Progenesis QI for Proteomics (version 2.0; Nonlinear Dynamics, a Waters company) as described by the manufacturer (www.nonlinear.com). To counteract potential drifts in retention time a reference run was assigned to which all MS data files were aligned. The triplicate samples from the two experimental groups (NC-378-spg and miR-378-spg) were set up for differential analysis and label-free relative quantitation was carried out after peak detection, automatic retention time calibration and normalisation to account for experimental variation. The experimental analyses performed compared the three biological replicates for control cells to miR-378-spg triplicates for each timepoint and subcellular fraction collected. The following settings were applied to filter peptide features (1) peptide features with a one-way ANOVA p-value < 0.05 between experimental groups, (2) mass peaks with charge states from +1 to +3 and (3) greater than one isotope per peptide. The normalised data is transformed prior to statistical analysis, using an arcsinh transformation to meet the assumptions of the one-way ANOVA test. A mascot generic file (mgf) was generated from all exported MS/MS spectra which satisfied the peptide filters, the mgf was used for peptide and protein identification in Proteome Discoverer. Protein identifications were imported into Progenesis and considered differentially expressed if they passed the following criteria: (i) a protein one-way ANOVA p-value <0.05 and (ii) a ≥1.25-fold change in relative abundance between the two experimental groups. All differentially expressed proteins identified between NC378-spg and miR-378-spg cells are reported in Supplementary Table S1. Heatmaps illustrating protein abundances for statistically significant and differentially expressed proteins were designed using ggplot2 in R-studio. The normalised abundance values of differentially expressed proteins were determined using Progenesis QI for Proteomics and were loaded as a txt file into R-studio and the data was log2 transformed. Hierarchical Pearson clustering was then performed on Z-score normalised intensity values by clustering both samples and proteins.
Subject areaBiotechnology
More specific subject areaProteomics
Type of dataExcel Tables and Figure
How data was acquiredLTQ-Orbitrap XL mass spectrometer (Thermo Scientific), Progenesis QI for Proteomics (Non-linear Dynamics, Waters) and Proteome Discoverer software (Thermo Scientific)
Data formatRelative quantitation calculated and qualitative analysis
Experimental factorsSubcellular enrichment for of CHO DP12 control cells and cells depleted of microRNA-378
Experimental featuresQuantitative proteomic profiling of CHO DP12 cells following microRNA-378 depletion
Data source locationDublin, Ireland
Data accessibilityData available in this article
Related research articleCostello, A., Coleman, O., Lao, N.T., Henry, M., Meleady, M., Barron, N. & Clynes, M. Depletion of Endogenous miRNA-378-3p Increases Peak Cell Density of CHO DP12 Cells and is Correlated with Elevated Levels of Ubiquitin Carboxyl-Terminal Hydrolase 14. Journal of Biotechnology, [1]
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Journal:  Appl Microbiol Biotechnol       Date:  2021-05-03       Impact factor: 4.813

2.  Untargeted proteomics reveals upregulation of stress response pathways during CHO-based monoclonal antibody manufacturing process leading to disulfide bond reduction.

Authors:  Seo-Young Park; Susan Egan; Anthony J Cura; Kathryn L Aron; Xuankuo Xu; Mengyuan Zheng; Michael Borys; Sanchayita Ghose; Zhengjian Li; Kyongbum Lee
Journal:  MAbs       Date:  2021 Jan-Dec       Impact factor: 5.857

  2 in total

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