| Literature DB >> 21754991 |
Martine Perrot-Applanat1, Sophie Vacher, Aurore Toullec, Irma Pelaez, Guillaume Velasco, Françoise Cormier, Hanan El Sheikh Saad, Rosette Lidereau, Véronique Baud, Ivan Bièche.
Abstract
BACKGROUND: Endothelial dysfunction has been implicated in the pathogenesis of diverse pathologies ranging from vascular and immune diseases to cancer. TNF-α is one of the mediators of endothelial dysfunction through the activation of transcription factors, including NF-κB. While HUVEC (macrovascular cells) have been largely used in the past, here, we documented an NF-κB gene signature in TNFα-stimulated microvascular endothelial cells HMEC often used in tumor angiogenesis studies. METHODOLOGY/PRINCIPALEntities:
Mesh:
Substances:
Year: 2011 PMID: 21754991 PMCID: PMC3130773 DOI: 10.1371/journal.pone.0021589
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Characteristics of the 48 ERα-positive and the 48 ERα-negative breast tumors.
| ERα-positive breast tumors | ERα-negative breast tumors | |||||
| Number of patients | Number of relapses (%) |
| Number of patients | Number of relapses (%) |
| |
|
| ||||||
| ≤70 | 27 | 14 (51.9) | NS | 40 | 17 (42.5) | NS |
| >70 | 21 | 10 (47.6) | (0.39) | 8 | 2 (25.0) | (0.51) |
|
| ||||||
| I + II | 38 | 16 (42.1) | NS | 6 | 5 (83.3) | NS |
| III | 10 | 8 (80.0) | (0.13) | 39 | 14 (35.9) | (0.058) |
|
| ||||||
| ≤3 | 32 | 13 (40.6) |
| 41 | 16 (39.0) | NS |
| >3 | 16 | 11 (68.7) | 6 | 3 (50.0) | (0.96) | |
|
| ||||||
| ≤30 mm | 32 | 14 (43.8) | NS | 27 | 13 (48.1) | NS |
| >30 mm | 16 | 10 (62.5) | (0.076) | 20 | 6 (30.0) | (0.15) |
Log-rank test. NS: not significant.
Scarff Bloom Richardson classification.
List of the 55 selected genes tested.
| Gene symbols | Protein symbols | Gene name | Chromosome location | Genbank accession number |
|
| ||||
|
| p50, p105 | Nuclear factor of kappa light polypeptide gene enhancer in B-cells 1 | 4q24 | NM_003998 |
|
| p52, p100 | Nuclear factor of kappa light polypeptide gene enhancer in B-cells 2 | 10q24 | NM_002502 |
| REL | C-Rel | v-rel reticuloendotheliosis viral oncogene homolog | 2p13-p12 | NM_002908 |
|
| p65, NFKB3 | v-rel reticuloendotheliosis viral oncogene homolog A (p65) | 11q13 | NM_021975 |
| RELB | I-REL | v-rel reticuloendotheliosis viral oncogene homolog B | 19q13.32 | NM_006509 |
|
| IκKα | Conserved helix-loop-helix ubiquitous kinase | 10q24-q25 | NM_001278 |
|
| IκKβ | Inhibitor of kappa light polypeptide gene enhancer in B-cells, kinase beta | 8p11.2 | NM_001556 |
|
| IκKγ, Nemo | Inhibitor of kappa light polypeptide gene enhancer in B-cells, kinase gamma | Xq28 | NM_003639 |
|
| IκBα | Nuclear factor of kappa light polypeptide gene enhancer in B-cells inhibitor, alpha | 14q13 | NM_020529 |
|
| IκBβ | Nuclear factor of kappa light polypeptide gene enhancer in B-cells inhibitor, beta | 19q13.1 | NM_002503 |
|
| ||||
|
| BFL1/A1 | Baculoviral IAP repeat-containing 2 | 15q24.3 | NM_004049 |
|
| Growth arrest and DNA-damage-inducible, beta | 19p13.3 | NM_015675 | |
|
| TRAILR2 | Tumor necrosis factor receptor superfamily, member 10b | 8p22-p21 | NM_003842 |
|
| TNFSF6 | Fas ligand (TNF superfamily, member 6) | 1q23 | NM_000639 |
|
| XIAP | Baculoviral IAP repeat-containing 4 | Xq25 | NM_001167 |
|
| A20 | Tumor necrosis factor, alpha-induced protein 3 | 6q23 | NM_006290 |
|
| TNF receptor-associated factor 2 | 9q34 | NM_021138 | |
|
| Immediate early response 3, large transcript | 6p21.3 | NM_003897 | |
|
| Immediate early response 3, short transcript | 6p21.3 | NM_052815 | |
|
| c-IAP1 | Baculoviral IAP repeat-containing 2 | 11q22 | NM_001166 |
|
| Myeloid cell leukemia sequence 1 (BCL2-related), short transcript | 1q21 | NM_182763 | |
|
| Myeloid cell leukemia sequence 1 (BCL2-related), large transcript | 1q21 | NM_021960 | |
|
| ||||
|
| Interleukin 1, alpha | 2q14 | NM_000575 | |
|
| Interleukin 1, beta | 2q14 | NM_000576 | |
|
| Interleukin 6 (interferon, beta 2) | 7p21 | NM_000600 | |
|
| Interleukin 12B (natural killer cell stimulatory factor 2) | 5q31.1-q33.1 | NM_002187 | |
|
| MCP-1 | Chemokine (C-C motif) ligand 2 | 17q11.2-q21.1 | NM_002982 |
|
| RANK | Tumor necrosis factor receptor superfamily, member 11a, activator of NFKB | 18q22.1 | NM_003839 |
|
| RANKL | Tumor necrosis factor (ligand) superfamily, member 11 | 13q14 | NM_003701 |
|
| Tumor necrosis factor (TNF superfamily, member 2) | 6p21.3 | NM_000594 | |
|
| TNFR1 | Tumor necrosis factor receptor superfamily, member 1A | 12p13.2 | NM_001065 |
|
| TNFR2 | Tumor necrosis factor receptor superfamily, member 1B | 1p36.3-p36.2 | NM_001066 |
|
| CD40 antigen (TNF receptor superfamily member 5) | 20q12-q13.1 | NM_001250 | |
|
| CD40 ligand (TNF superfamily, member 5, hyper-IgM syndrome) | Xq26 | NM_000074 | |
|
| ||||
|
| MCSF | Colony stimulating factor 1 (macrophage) | 1p21-p13 | NM_000757 |
|
| Colony stimulating factor 1 receptor, v-fms oncogene homolog | 5q33-q35 | NM_005211 | |
|
| GMCSF | Colony stimulating factor 2 (granulocyte-macrophage) | 5q31.1 | NM_000758 |
|
| Cyclin D1 (PRAD1 : parathyroid adenomatosis 1) | 11q13 | NM_053056 | |
|
| Cyclin D2 | 12p13 | NM_001759 | |
|
| Cyclin D3 | 6p21.3 | NM_001760 | |
|
| Cyclin G1 | 5q32-q34 | NM_004060 | |
|
| ||||
|
| Matrix metalloproteinase 9 (gelatinase B, 92kDa type IV collagenase) | 20q11.2-q13.1 | NM_004994 | |
|
| Matrix metalloproteinase 11 (stromelysin 3) | 22q11.23 | NM_005931 | |
|
| UPA | Plasminogen activator, urokinase | 10q24 | NM_002658 |
|
| Chemokine (C-X-C motif) receptor 4 | 2q21 | NM_003467 | |
|
| SDF1 | Chemokine (C-X-C motif) ligand 12 (stromal cell-derived factor 1) | 10q11.1 | NM_000609 |
|
| Intercellular adhesion molecule 1 (CD54), human rhinovirus receptor | 19p13.3-p13.2 | NM_000201 | |
|
| Vascular cell adhesion molecule 1 | 1p32-p31 | NM_001078 | |
|
| ELAM1 | Selectin E (endothelial adhesion molecule 1) | 1q22-q25 | NM_000450 |
|
| HXB | Tenascin C (hexabrachion) | 9q33 | NM_002160 |
|
| ||||
|
| Interleukin 8 | 4q13-q21 | NM_000584 | |
|
| GRO1 | Chemokine (C-X-C motif) ligand 1 (melanoma growth stimulating activity, alpha) | 4q21 | NM_001511 |
|
| VEGFA | Vascular endothelial growth factor | 6p12 | NM_003376 |
| PTGS2 | COX2 | Prostaglandin-endoperoxide synthetase 2 | 1q25.2-q25.3 | NM_000963 |
|
| ||||
| EGR1 | Early growth response 1 | 5q31.1 | NM_001964 | |
Effect of tumor necrosis factor (TNF-α treatment on selected NF-κB gene expression in HMEC cells.
| Gene |
|
|
| 1156+/− 336 |
|
| 1022+/− 102 |
|
| 896+/− 246 |
|
| 762+/− 89 |
|
| 726+/− 91 |
|
| 357+/− 103 |
|
| 75+/− 8,2 |
|
| 71+/− 8,3 |
|
| 63+/− 11,4 |
|
| 49+/− 7,5 |
|
| 31+/− 0,7 |
|
| 26+/− 0,5 |
|
| 21+/− 2,3 |
|
| 20+/− 1,9 |
|
| 18+/− 0,8 |
|
| 14+/− 1,1 |
|
| 8,7+/− 0,4 |
|
| 5,3+/− 1,1 |
|
| 5,3+/− 0,6 |
|
| 5,1+/− 0,1 |
|
| 0,9+/− 0,1 |
|
| NQ |
Ratio of the mRNA content in stimulated cells for 4 hours by TNF-α to the mRNA content in the unstimulated cells was calculated. This time was chosen from preliminary kinetic analysis on gene candidates (such as E-selectin and IL-8) (see also Table 4). Values shown are calculated from three independent experiments, each experiment in duplicate.
NQ, not quantifiable: very low levels of target gene mRNA that were only detectable, but not quantifiable, by means of the real-time quantitative RT-PCR assay (Ct values >35).
Dose-dependent effect of TNF-α treatment (0–80 ng/ml) on selected NFkB gene expression in HMEC cells.
| TNF-α concentration | ||||||
| Gene | 0.2 ng/ml | 1 ng/ml | 2.5 ng/ml | 10 ng/ml | 40 ng/ml | 80 ng/ml |
|
| 53 | 225 | 559 | 769 | 1241 | 1210 |
|
| 13 | 65 | 359 | 609 | 1016 | 1029 |
|
| 113 | 215 | 610 | 832 | 958 | 937 |
|
| 140 | 314 | 443 | 463 | 714 | 583 |
|
| 179 | 520 | 691 | 926 | 1123 | 918 |
|
| 16 | 63 | 114 | 123 | 155 | 139 |
|
| 16 | 42 | 53 | 55 | 70 | 56 |
|
| 40 | 67 | 76 | 69 | 92 | 71 |
|
| 30 | 42 | 60 | 55 | 63 | 52 |
|
| 15 | 26 | 25 | 32 | 44 | 32 |
|
| 4.6 | 13 | 22 | 25 | 37 | 36 |
|
| 3.2 | 7.8 | 14 | 14 | 21 | 17 |
|
| 3.3 | 6.9 | 14.2 | 13.8 | 21 | 13 |
|
| 6.2 | 11.4 | 16 | 17 | 20 | 17 |
|
| 7.6 | 10 | 12 | 12 | 19 | 13 |
|
| 4.3 | 7.8 | 11 | 11 | 13 | 10 |
|
| 2.4 | 3.2 | 3.7 | 4.1 | 5.3 | 4.2 |
|
| 1.4 | 1.2 | 1.7 | 1.8 | 5.1 | 2.5 |
|
| 1.1 | 1.9 | 2.9 | 3.1 | 5.7 | 3.1 |
|
| 2.3 | 3.2 | 3.7 | 3.8 | 5.1 | 3.8 |
Ratio of the mRNA content in cells stimulated with TNF-α for 4 h to the mRNA content in the unstimulated cells.
Figure 1Western blot analyses of IL-1β, ICAM, RelA, RelB, NF-κB1/p50 and NF-κB2/p52 proteins in TNF-α stimulated HMEC.
HMEC cells were incubated for 4 h with 4–40 ng/ml TNF-α. Whole cell lysates were prepared and subjected to Western blotting using anti-ICAM, anti-IL-1β anti-RelA, anti-RelB, anti-NF-κB1/p50 or anti-NF-κB2/p52 antibodies, as indicated in . As loading controls, total proteins were also analyzed with anti-GAPDH. Each lane contains 50 µg of cellular protein. Lanes 1–4 correspond to control endothelial cells (lane 1), endothelial cells stimulated with 40 ng/ml (lanes 2 and 3) or 4 ng/ml (lane 4) TNF-α. Results were similar in two independent experiments.
Kinetics of selected NFkB gene expression in TNF-α treated HMEC.
| Time | ||||||||
| Gene | 2 minutes | 8 minutes | 15 minutes | 30 minutes | 1 hour | 4 hours | 24 hours | 72 hours |
|
| 1.2 | 2.0 | 2.6 | 5.1 | 12 | 1241 | 335 | 2.7 |
|
| 0,9 | 1,0 | 1,2 | 1,2 | 1,3 | 1016 | 58 | NQ |
|
| 1,0 | 1.1 | 1,2 | 1.8 | 27 | 958 | 88 | 6.7 |
|
| 1.5 | 1.2 | 1.7 | 19 | 21 | 714 | 219 | 6.1 |
|
| 1.5 | 4.5 | 11 | 57 | 17 | 1123 | 331 | 11 |
|
| 0.7 | 0.8 | 0.7 | 0.8 | 14 | 155 | 15 | 6.5 |
|
| 0.7 | 0.7 | 0.9 | 1.6 | 8.6 | 70 | 20 | 3.7 |
|
| 1.1 | 3.2 | 6.8 | 11.4 | 4.2 | 92 | 23 | 2.9 |
|
| 1.0 | 1.0 | 1.0 | 1.0 | 25 | 63 | 30 | 18.5 |
|
| 0.9 | 0.9 | 0.9 | 2.5 | 1.7 | 44 | 26 | 3.7 |
|
| 0.6 | 0.6 | 0.6 | 0.7 | 1.0 | 37 | 7.6 | 0.7 |
|
| 0.6 | 0.7 | 0.6 | 1.2 | 3.1 | 21 | 15 | 1.1 |
|
| 1.1 | 1.0 | 1.1 | 1.1 | 3.3 | 21 | 16 | 0.9 |
|
| 1.6 | 1.0 | 1.6 | 1.4 | 8.8 | 20 | 12.1 | 5.7 |
|
| 0.5 | 0.6 | 0.8 | 1.3 | 1.2 | 19 | 2.0 | 1.2 |
|
| 1.0 | 0.8 | 1.0 | 0.9 | 3.5 | 13 | 5.3 | 2.9 |
|
| 1.0 | 0.9 | 1.1 | 1.0 | 1.7 | 5.0 | 2.8 | 1.5 |
|
| 0.6 | 0.4 | 0.6 | 0.7 | 1.6 | 4.7 | 1.7 | 1.8 |
|
| 0.7 | 0.9 | 1.0 | 2.6 | 1.7 | 5.4 | 3.3 | 1.9 |
|
| 1.0 | 0.8 | 1.0 | 0.9 | 1.3 | 5.1 | 2.1 | 1.3 |
Ratio of the mRNA content in cells stimulated with TNF-α (40 ng/ml) for 2, 8, 15, 30 min or 1, 4, 24 and 72 h to the mRNA content in the control cell.
TNF-α up-regulates the expression of the same 20 NF-κB associated genes in HMEC and HUVEC.
| HMEC cells | HUVEC cells | |||||
| Gene | Without TNF-α | With TNF-α | Fold change | Without TNF-α | With TNF-α | Fold change |
|
| 1 | 411 |
| 1 | 198 |
|
|
| 1 | 743 |
| 23 | 20123 |
|
|
| 1 | 1314 |
| 553 | 150276 |
|
|
| 1.3 | 1027 |
| 23 | 3577 |
|
|
| 40 | 20172 |
| 24086 | 206710 |
|
|
| 278 | 89187 |
| 1987 | 152666 |
|
|
| 1579 | 108418 |
| 3834 | 288180 |
|
|
| 101 | 12752 |
| 11350 | 56063 |
|
|
| 145 | 10712 |
| 827 | 6903 |
|
|
| 643 | 37685 |
| 3697 | 84782 |
|
|
| 11 | 81 |
| 374 | 2894 |
|
|
| 59 | 689 |
| 53 | 664 |
|
|
| 1 | 27 |
| 19 | 733 |
|
|
| 269 | 6729 |
| 1191 | 8898 |
|
|
| 1682 | 35376 |
| 3144 | 23936 |
|
|
| 540 | 7385 |
| 2252 | 24483 |
|
|
| 1328 | 12972 |
| 2503 | 12581 |
|
|
| 150 | 944 |
| 1216 | 2426 | 2.0 |
|
| 49 | 384 |
| 290 | 902 | 3.1 |
|
| 1186 | 6357 |
| 11253 | 21756 | 1.9 |
Cells were incubated in the presence of TNF-α (40 ng/ml) for 4 h. Gene expression was measured by RT-PCR, as described in . For each gene, mRNA levels were normalized such that the value for the “basal mRNA level” (smallest amount of target gene mRNA quantifiable, Ct = 35) was 1. Ratio of the mRNA content in stimulated cells versus unstimulated cell mRNA content was calculated. Results are expressed as the mean of two independent experiments.
Figure 2mRNA expression of CCL2/MCP1, IL8 and IL1A in TNF-α-stimulated and unstimulated HUVEC and HMEC cells.
For each gene, mRNA levels were normalized such that the value for the “basal mRNA level” (smallest amount of target gene mRNA quantifiable, Ct = 35) was 1.
Inhibitory effect of SiRNA TNFR on TNF-α-induced genes in HMEC endothelial cells.
| Gene | Control SiRNA +TNF-α | SiRNA TNFR1 + TNF-α | % inhibition | Control SiRNA +TNF-α | SiRNA TNFR2 + TNF-α | % inhibition |
|
| 1.7 | 0.94 |
| 0.95 | 0.89 |
|
|
| 1.41 | 1.56 |
| 10.3 | 2.43 |
|
|
| >225 | >158 |
| 185.5 | 155 |
|
|
| >19 | >9 |
| >65 | >51 |
|
|
| 124 | 75.6 |
| >153 | >218 |
|
|
| 92 | 52.5 |
| 97 | 70 |
|
|
| 86 | 43.5 |
| 59.3 | 62 |
|
|
| 288 | 171.8 |
| 113 | 101.5 |
|
|
| 162.7 | 122.3 |
| 61.8 | 59.4 |
|
|
| 21.7 | 17 |
| 18.6 | 19 |
|
|
| 17.3 | 14.5 |
| 6.47 | 6.49 |
|
|
| 12.6 | 8.4 |
| 10.1 | 10.7 |
|
|
| 11.7 | 5 |
| 18.8 | 17.8 |
|
|
| 81.4 | 39.7 |
| 25.5 | 19 |
|
|
| 10.5 | 5.5 |
| 10 | 12 |
|
|
| 10.6 | 7.6 |
| 4.8 | 5 |
|
|
| 8 | 5.8 |
| 4.43 | 4.78 |
|
|
| 15.7 | 10.9 |
| 7.7 | 7.9 |
|
|
| 6.4 | 4.5 |
| 3.5 | 3.5 |
|
|
| 3.3 | 2.5 |
| 3.3 | 3.1 |
|
|
| 8.7 | 5.2 |
| 5.13 | 5.43 |
|
|
| 3.7 | 2.7 |
| 3.56 | 2.8 |
|
Results are expressed as ratio (in percentage) of the mRNA content in siRNA TNFR-transfected cells stimulated with TNF-α (40 ng/ml) for 4 h to the mRNA content in unstimulated cells. After transfection with siTNFR1 or siTNFR2 RNAs, TNFR1 and TNFR2 expression were strongly inhibited (45 % and 77 %, respectively). Results are expressed as the mean of two different independent experiments.
Inhibitory effects of Bay 11–7082 and IKK2 inhibitor V on TNF-α-induced genes in HMEC endothelial cells.
| Gene | TNF-α | TNF-α + Bay 11-7082 | TNF-α | IKK2+TNF-α 1 µM | IKK2+TNF-α10 µM |
|
| 0.6 | 0.8 | 0.86 | 0.8 | 1 |
|
| 0.8 | 2.4 | 1.8 | 1.1 | 1 |
|
| 78 | NE | 34 | 19 |
|
|
| 9.5 | 1.6 | 4 | 4 | 3.7 |
|
| 47.5 | NE | 24.8 | 24.9 | 7.3 |
|
| 22.8 | 0.4 | 136 |
| 337 |
|
| 157 | 2.2 | 246 | 419 | 368 |
|
| 332 | 1.1 | 450 | 284 | 261 |
|
| 85 | 0.9 | 162 | 114 | 42.3 |
|
| 20 | 1 | 33.4 | 39.5 | 29.2 |
|
| 12.4 | 0.5 | 28 | 26.8 | 22.7 |
|
| 11 | 2.4 | 17.6 | 26.6 | 29.6 |
|
| 20.3 | 0.9 | 23.4 | 30.4 | 57 |
|
| 15.6 | 1.5 | 29.8 | 25.6 | 16.3 |
|
|
| 0.3 | 9 | 4.6 | 3.6 |
|
| 7.5 | 1 | 12.7 | 10.1 | 10 |
|
| 5.5 | 0.6 | 6.3 | 6.8 | 7.7 |
|
| 14.9 | 1.1 | 16.5 | 14.7 | 16.2 |
|
| 4.4 | 0.8 | 6 | 6 | 5.3 |
|
| 2.6 | 1.6 | 2.1 | 1.7 | 1.8 |
|
| 8 | 1.2 | 10.7 | 10.7 | 13.4 |
|
| 3 | 2.2 | 4.3 | 3.6 | 4.4 |
Cells were pre-treated with pharmacological inhibitors of NF-κB, Bay 11–7082 10 µM or IKK2 inhibitor V (1 and 10 µM), for 30 min before incubation with 40 ng/ml TNF-α for 4 h. mRNA levels were normalized to unstimulated cells which values were set to 1.
Figure 3RelA knock-down by RNAi blocks TNFα-induced gene expression in HMEC cells.
(A) Nuclear extracts from HMEC cells treated with TNF-α for the indicated periods of time were analyzed by EMSA using a 32P-labeled HIV-LTR tandem κB oligonucleotide as a probe. (B) For supershift, nuclear extracts from HMEC cells treated with TNFα for 4 hours were incubated with the indicated antibodies before incubation with the labeled probe. Complex I: RelA/p50. (C) Nuclear extracts from HMEC cells stably transduced with a lentivirus encoding a shRNA targeting either RelA or a scrambled control, and treated by TNFα for the indicated periods of time were analyzed by EMSA as described in (A).
Effect of ShRNA RelA on TNF-α-induced genes in HMEC endothelial cells.
| Gene | Control ShRNALuc +TNF-α | ShRNA RelA + TNF-α | % inhibition |
|
| 8.4 | 2.1 |
|
|
| 1.6 | 1 |
|
|
| 3.2 | 2.2 |
|
|
| 79.7 | 40.8 |
|
|
| 18.6 | 3.45 |
|
|
| 17.7 | 2.1 |
|
|
| 55.8 | 12.3 |
|
|
| 44 | 4.1 |
|
|
| 17 | 0 |
|
|
| 135.9 | 10.4 |
|
|
| 3 | 1.2 |
|
|
| 11.5 | 6.2 |
|
|
| 22.3 | 3.1 |
|
|
| 5.4 | 1.4 |
|
|
| 30 | 6.8 |
|
|
| 2.4 | 2.4 |
|
For each gene and each sample, mRNA levels were normalized such that the value of the Control shRNALuc sample was 1.The inhibition by ShRNA RelA is expressed as pourcentage of the difference between control shRNA Luc vs shRNA RelA in cells stimulated with TNF-α (40 ng/ml) for 4 h. Genes were classified by alphabetical order.
Relationship between expression of TNF and expression of the 19 others identified putative TNF-inducible genes in 48 REα negative breast tumors and 48 REα positive breast tumors.
| Gene |
| |||
|
|
| |||
|
| 0,731 |
| 0,387 |
|
|
| 0,690 |
| 0,403 |
|
|
| 0,589 |
| 0,373 |
|
|
| 0,333 |
| 0,202 | NS (0,17) |
|
| 0,846 |
| 0,577 |
|
|
| 0,640 |
| 0,578 |
|
|
| 0,494 |
| 0,300 |
|
|
| 0,858 |
| 0,619 |
|
|
| 0,815 |
| 0,593 |
|
|
| 0,489 |
| 0,248 | NS (0,086) |
|
| 0,772 |
| 0,477 |
|
|
| 0,760 |
| 0,434 |
|
|
| 0,826 |
| 0,570 |
|
|
| 0,705 |
| 0,592 |
|
|
| 0,851 |
| 0,427 |
|
|
| 0,691 |
| 0,292 |
|
|
| 0,792 |
| 0,433 |
|
|
| 0,307 |
| 0,275 | NS (0.056) |
|
| 0,655 |
| 0,346 |
|
|
| 0,079 | NS (0,60) | −0,036 | NS (0.83) |
|
| - |
| −0,063 | NS (0.63) |
Spearman correlation coefficient. P value, Spearman rank correlation test.
NS, not significant.
Statistical analysis of mRNA expression of genes in 96 breast tumors relative to relapse.
|
| ||
|
|
| |
|
| ||
|
| 19 | 27 |
|
| 29 | 21 |
|
| ||
|
| 0.60 (NS) | 0.59 (NS) |
|
| 0.83 (NS) | 0.99 (NS) |
|
| 0.92 (NS) | 0.78 (NS) |
|
| 0.11 (NS) | 0.099 (NS) |
|
| 0.72 (NS) |
|
|
| 0.38 (NS) | 0.098 (NS) |
|
| 0.99 (NS) | 0.13 (NS) |
|
| 0.90 (NS) | 0.33 (NS) |
|
| 0.89 (NS) | 0.45 (NS) |
|
| 0.62 (NS) | 0.49 (NS) |
|
| 0.62 (NS) | 0.27 (NS) |
|
| 0.51 (NS) | 0.55 (NS) |
|
| 0.25 (NS) | 0.78 (NS) |
|
|
| 0.34 (NS) |
|
| 0.94 (NS) | 0.61 (NS) |
|
| 0.43 (NS) | 0.70 (NS) |
|
| 0.65 (NS) | 0.84 (NS) |
|
| 0.41 (NS) | 0.53 (NS) |
|
| 0.65 (NS) | 0.78 (NS) |
|
| 0.21 (NS) | 0.66 (NS) |
|
| 0.26 (NS) | 0.56 (NS) |
|
|
| 0.059 (NS) |
Log-rank Test.