| Literature DB >> 23606859 |
Heiner Falkenberg1, Teja Falk Radke, Gesine Kögler, Kai Stühler.
Abstract
Ex vivo expansion of haematopoetic cells by application of specific cytokines is one approach to overcome boundaries in cord blood transplantation due to limited numbers of haematopoetic stem cells. While many protocols describe an effective increase of total cell numbers and the amount of CD34-positive cells, it still remains unclear if and how the procedure actually affects the cells' properties. In the presented publications, CD34-positive cells were isolated from cord blood and expanded for up to 7 days in media supplemented with stem cell factor (SCF), thrombopoietin (THPO), interleukin 6 (IL-6), and fms-related tyrosine kinase 3 ligand (FLT3lg). At days 3 and 7, expanded cells were harvested and analyzed by flow cytometry and quantitative proteomics. 2970 proteins were identified, whereof proteomic analysis showed 440 proteins significantly changed in abundance during ex vivo expansion. Despite the fact that haematopoetic cells still expressed CD34 on the surface after 3 days, major changes in regard to the protein profile were observed, while further expansion showed less effect on the proteome level. Enrichment analysis of biological processes clearly showed a proteomic change toward a protein biosynthesis phenotype already within the first three days of expression.Entities:
Year: 2013 PMID: 23606859 PMCID: PMC3622389 DOI: 10.1155/2013/245695
Source DB: PubMed Journal: Stem Cells Int Impact factor: 5.443
Figure 3Volcano plot of pairwise differences in protein abundance. Significant regulated proteins must show differences in log2-differences in protein abundance (x-axis) and in the –log, P value (y-axis). Proteins with biological processes like focal adhesion or protein biosynthesis showed a strong regulation between day 0 and day 3.
Figure 1Umbilical cord blood cells were enriched by MACS and sorted for CD34high/CD45low-expression.
Figure 2Principal component analysis (PCA) of CD34+ cells, showing that the three time points are distinct. Based on protein expression data, the largest variance was observed between day 0 and day 3; compared to this, the variation between day 3 and day 7 is smaller. Only little variances were observed between the three different cord blood donors.
Number of proteins with expression profiles from day 0 to day 7. Discrimination between early, late, and long-term changes as well as between transient and permanent regulations shows that most significant changes occur early and remain regulated permanently.
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Examples of enriched biological processes in significant regulated proteins.
| Category | Number of proteins regulated (in total) | Enrichment factor |
| Regulated proteins |
|---|---|---|---|---|
| Early permanent: upregulated | ||||
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| Serine family amino acid metabolic process1 | 4 (4) | 8.04 | 2.3 | PHGDH; PSPH; SHMT1; SHMT2 |
| Translational initiation1 | 28 (34) | 6.62 | 3.7 | EIF2B2; EIF2B4; EIF3B; EIF3E; EIF3H; EIF3K; EIF4G1; EIF4G2; EIF5B; PABPC1; RPL12; RPL13; RPL14; RPL17; RPL18; RPL22; RPL27; RPL3; RPL38; RPL4; RPL7; RPL7A; RPL9; RPLP0; RPLP0P6; RPS10; RPS10P5; RPS13; RPS16; RPS18; RPS19; RPS2; RPS25; RPS3; RPS3A; RPS4X; RPS7; RPS8; RPSA; RPSAP58 |
| Ribosome2 | 27 (33) | 6.58 | 2.9 | PWP2; RPL12; RPL13; RPL14; RPL17; RPL18; RPL22; RPL27; RPL3; RPL38; RPL4; RPL7; RPL7A; RPL9; RPLP0; RPLP0P6; RPS10; RPS10P5; RPS13; RPS16; RPS18; RPS19; RPS2; RPS25; RPS3; RPS3A; RPS4X; RPS7; RPS8; RPSA; RPSAP58 |
| Translational elongation1 | 28 (35) | 6.43 | 1.7 | GFM1; RPL12; RPL13; RPL14; RPL17; RPL18; RPL22; RPL27; RPL3; RPL38; RPL4; RPL7; RPL7A; RPL9; RPLP0; RPLP0P6; RPS10; RPS10P5; RPS13; RPS16; RPS18; RPS19; RPS2; RPS25; RPS3; RPS3A; RPS4X; RPS7; RPS8; RPSA; RPSAP58 |
| Cellular process involved in reproduction1 | 29 (42) | 5.55 | 3.4 | CDK1; RPL12; RPL13; RPL14; RPL17; RPL18; RPL22; RPL27; RPL3; RPL38; RPL4; RPL7; RPL7A; RPL9; RPLP0; RPLP0P6; RPS10; RPS10P5; RPS13; RPS16; RPS18; RPS19; RPS2; RPS25; RPS3; RPS3A; RPS4X; RPS7; RPS8; RPSA; RPSAP58; UBAP2L |
| Protein targeting to ER1 | 27 (40) | 5.43 | 1.4 | RPL12; RPL13; RPL14; RPL17; RPL18; RPL22; RPL27; RPL3; RPL38; RPL4; RPL7; RPL7A; RPL9; RPLP0; RPLP0P6; RPS10; RPS10P5; RPS13; RPS16; RPS18; RPS19; RPS2; RPS25; RPS3; RPS3A; RPS4X; RPS7; RPS8; RPSA; RPSAP58 |
| Initiation factor3 | 17 (29) | 4.71 | 2.4 | EIF2A; EIF2B2; EIF2B4; EIF2S1; EIF2S2; EIF3A; EIF3B; EIF3C; EIF3CL; EIF3D; EIF3E; EIF3EIP; EIF3L; EIF3H; EIF3K; EIF4A1; EIF4G1; EIF4G2; EIF5B |
| Protein biosynthesis3 | 31 (64) | 3.90 | 2.9 | AARS; CARS; EEF1A1; EEF1A1P5; EEF1A2; EEF1D; EEF1G; EEF2; EIF2A; EIF2B2; EIF2B4; EIF2S1; EIF2S2; EIF3A; EIF3B; EIF3C;EIF3CL; EIF3D; EIF3E; EIF3EIP; EIF3L; EIF3H; EIF3K; EIF4A1; EIF4G1; EIF4G2; EIF5B; EPRS; ETF1; GARS; GFM1; IARS; MARS; NARS; TARS |
| Ribonucleoprotein3 | 28 (78) | 2.89 | 2.2 | MRPS27; RPL12; RPL13; RPL14; RPL17; RPL18; RPL22; RPL27; RPL3; RPL38; RPL4; RPL7; RPL7A; RPL9; RPLP0; RPLP0P6; RPS10; RPS10P5; RPS13; RPS16; RPS18; RPS19; RPS2; RPS25; RPS3; RPS3A; RPS4X; RPS7; RPS8; RPSA; RPSAP58 |
| RNA transport2 | 22 (66) | 2.68 | 3.4 | EEF1A1; EEF1A1P5; EEF1A2; EIF2B2; EIF2B4; EIF2S1; EIF2S2; EIF3A; EIF3B; EIF3C; EIF3CL; EIF3D; EIF3E; EIF3H; EIF4A1; EIF4G1; EIF4G2; EIF5B; ELAC2; GEMIN5; NUP93; PABPC1; PABPC4; RANGAP1; XPOT |
| Cellular macromolecule catabolic process1 | 43 (145) | 2.38 | 2.0 | CDK1; EIF3E; EIF4A1; EIF4G1; ETF1; FEN1; PABPC1; PABPC4; PSMC1; PSMC2; PSMD1; PSMD2; PSMD3 |
| ncRNA metabolic process1 | 21 (71) | 2.38 | 4.3 | AARS; CARS; ELAC2; EPRS; FTSJ3; GARS; GEMIN5; IARS; MARS; NARS; NOP2; PDCD11; RPL14 |
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| Early permanent: downregulated | ||||
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| Platelet degranulation1 | 13 (21) | 5.43 | 2.8 | ACTN1; CALM2; F13A1; FLNA; ITGA2B; ITGB3; PECAM1; PPBP; THBS1; TLN1; TUBA4A; VCL; WDR1 |
| Focal adhesion2 | 13 (22) | 5.19 | 6.2 | ACTN1; CRKL; FLNA; FLNB; ITGA2B; ITGB3; MYL12A; PPP1R12A; RAP1B; THBS1; TLN1; VASP; VCL |
| Exocytosis1 | 14 (24) | 5.12 | 2.3 | ACTN1; CALM2;CALM1; F13A1; FLNA; ITGA2B; ITGB3; PECAM1; PLEK; PPBP; SCRN1; SNCA; THBS1; TLN1; TUBA4A; VCL; WDR1 |
| Calmodulin binding3 | 6 (11) | 4.79 | 5.2 | ADD3; IQGAP2; PPP3CA; SPTAN1; SPTBN1; STRN |
| Organic acid catabolic process1 | 14 (38) | 3.23 | 2.4 | ACADM; ALDH6A1; BCKDHA; CPT2; DDAH2; DECR1; DLST; ECI1; DCI; ETHE1; GLUD1; GLUD2; HADHB; HIBCH; IVD; MCCC1 |
| Cell activation1 | 16 (48) | 2.93 | 2.6 | ACTN1; ADA; CALM2; CALM1; F13A1; FLNA; ITGA2B; PECAM1; PLEK; PPBP; PPP3CA; RAP1B; RAP1A; THBS1; TLN1; TUBA4A; VCL; WDR1; YWHAZ |
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| Late regulated: upregulated | ||||
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| Cell adhesion molecules (CAMs)2 | 3 (5) | 21.21 | 2.0 | HLA-DRA; ITGAL; ITGB2; |
| Glycoprotein3 | 11 (76) | 5.12 | 2.9 | ASAH1; CD74; GLB1; HLA-DRA; ITGAL; ITGB2; MPO; PLD3; PRTN3; RNASET2; VIM; |
| Signal3 | 9 (67) | 4.75 | 5.0 | ASAH1; IL-25; CD74; GLB1; HLA-DRA; ITGAL; ITGB2; MPO; PLD3; PRTN3; RNASET2 |
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| Late regulated: downregulated | ||||
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| No significant enriched GO-Terms due to protein number <30 | ||||
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| Long term: up- and downregulated | ||||
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| No significant enriched GO-Terms due to protein number <30 | ||||
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| Early transient: up- and downregulated | ||||
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| No significant enriched GO-Terms due to protein number <30 | ||||
Annotations for biological processes (GOBP1) KEGG2, and Uniprot Keywords3 of regulated proteins were compared with proteins in the whole dataset. Enriched categories have at least an enrichment factor >2.3 and a P value of less than 0.001. Due to multiple functionalities of proteins, some proteins are listed in multiple categories.
Figure 4Expression of PTPRC. The labelfree intensity of PTPRC (also known as CD45) is quantified based on 13 unique peptides with similar expression profiles. A significant down regulation with a fold change of −2.33 was observed between day 0 and day 3. From day 3 to day 7 a significant up regulation with a fold change of +3.6 was observed.