| Literature DB >> 24709997 |
Aleksandra Markiewicz1, Magdalena Książkiewicz2, Marzena Wełnicka-Jaśkiewicz3, Barbara Seroczyńska4, Jarosław Skokowski5, Jolanta Szade6, Anna J Żaczek2.
Abstract
INTRODUCTION: Circulating tumor cells (CTCs) that present mesenchymal phenotypes can escape standard methods of isolation, thus limiting possibilities for their characterization. Whereas mesenchymal CTCs are considered to be more malignant than epithelial CTCs, factors responsible for this aggressiveness have not been thoroughly defined. This study analyzed the molecular profile related to metastasis formation potential of CTC-enriched blood fractions obtained by marker unbiased isolation from breast cancer patients without (N-) and with lymph nodes metastases (N+).Entities:
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Year: 2014 PMID: 24709997 PMCID: PMC3977989 DOI: 10.1371/journal.pone.0093901
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Patients' characteristics (N = 117).
| Variable | Number of cases (%) | |
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| 61 | (28–89) |
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| ||
| T1 | 50 | (43) |
| T2 | 58 | (50) |
| T3 | 5 | (4) |
| T4 | 3 | (3) |
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| 1 | (1) |
| N stage | ||
| N- | 60 | (51) |
| N+ | 57 | (49) |
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| G1 | 15 | (13) |
| G2 | 63 | (54) |
| G3 | 39 | (33) |
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| Negative | 88 | (75) |
| Positive | 26 | (22) |
| Missing data | 3 | (3) |
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| Negative | 23 | (20) |
| Positive | 94 | (80) |
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| Negative | 29 | (25) |
| Positive | 88 | (75) |
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| Ductal | 88 | (75) |
| Lobular | 16 | (14) |
| Other | 12 | (10) |
| Missing data | 1 | (1) |
Figure 1Schematic representation of blood samples analysis process.
Collected blood sample was layered on density gradient. After centrifugation fraction containing tumor cells (marked by green box) was collected and subjected to negative selection. After CD45-depletetion, CTC-enriched blood sample was subjected to RNA isolation, reverse transcription and gene expression analysis with qPCR.
Relative gene expression levels in CTC-enriched blood fractions from breast cancer patients.
| Gene | Number of samples | % of positive samples | Average expression | SD | Median | Expression minimum | Expression maximum | ||
| Breast cancer patients | positive | negative | |||||||
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| 2 | 94 | 2 | 0.05 | 0.39 | 0 | 0 | 3.71 | |
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| 8 | 88 | 8 | 0.32 | 1.64 | 0 | 0 | 14.38 | |
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| 0 | 92 | 0 | - | - | - | - | - | |
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| 19 | 75 | 20 | 19.40 | 17.70 | 14.27 | 0 | 105.10 | |
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| 34 | 61 | 36 | 8.33 | 18.26 | 0 | 0 | 96.50 | |
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| 40 | 57 | 41 | 5.34 | 7.79 | 3.34 | 0 | 48.42 | |
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| 57 | 40 | 59 | 14.65 | 22.73 | 4.50 | 0 | 118.80 | |
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| 26 | 72 | 27 | 1056.88 | 1054 | 0 | 0 | 2585 | |
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| 23 | 71 | 24 | 1714.53 | 1871 | 0 | 0 | 4424 | |
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| 0 | 3 | 0 | - | - | - | - | - | |
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| 1 | 2 | 33 | 3.01 | 5.21 | 0 | 0 | 9.02 | |
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| 0 | 3 | 0 | - | - | - | - | - | |
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| 0 | 3 | 0 | 20.18 | 7.17 | 22.28 | 12.2 | 26.07 | |
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| 2 | 1 | 67 | 7.66 | 8.76 | 5.78 | 0 | 17.21 | |
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| 1 | 2 | 33 | 7.07 | 9.06 | 3.93 | 0 | 17.28 | |
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| 2 | 1 | 67 | 9.79 | 8.48 | 14.49 | 0 | 14.88 | |
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| 1 | 2 | 33 | 17.81 | 30.85 | 0 | 0 | 53.43 | |
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| 3 | 0 | 100 | 973.24 | 1567.26 | 17.93 | 17.93 | 2782 | |
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| Not applicable | Not applicable | Not applicable | 13 | 9.40 | 11.44 | 0 | 30.70 | |
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| Not applicable | Not applicable | Not applicable | 0.40 | 1.40 | 4.54 | 0 | 4.54 | |
*Number of positive and negative samples for a particular gene, percentages of samples classified as marker-positive with the chosen cut-off levels as well as average expression with standard deviation (SD), minimal and maximal measured relative expression level.
**In the healthy control group only genes which expression was found in the samples are shown.
Figure 2Relative expression level of CXCR4 and uPAR in CTC-enriched blood fractions.
CTC-enriched blood fractions positive for either MGB1 or HER2 were divided according to VIM and CK19 expression status into three groups (CK19−/VIM−; CK19+/VIM−; CK19−/VIM+). Error bars depict standard error. * - statistically significant difference in CXCR4 and uPAR relative expression level (P<0.00001 for both) between CK19−/VIM− and CK19−/VIM+; ** - statistically significant difference in CXCR4 (P = 0.00002) and uPAR (P = 0.00004) relative expression level between CK19+/VIM− and CK19−/VIM+.
Correlations between genes expression status in CTC-enriched blood fractions.
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| Neg. | Pos. |
| Neg. | Pos. |
| Neg. | Pos. |
| Neg. | Pos. |
| Neg. | Pos. |
| Neg. | Pos. |
| Neg. | Pos. |
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| 87 | 1 | 0.16 | ||||||||||||||||||
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| 7 | 1 | ||||||||||||||||||||
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| 94 | 2 | ||||||||||||||||||||
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| 70 | 2 | 1 | 65 | 7 | 0.67 | |||||||||||||||
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| 24 | 0 | 23 | 1 | ||||||||||||||||||
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| 94 | 2 | 88 | 8 | ||||||||||||||||||
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| 70 | 1 | 0.43 | 65 | 6 | 1 | 61 | 10 |
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| 22 | 1 | 22 | 1 | 10 | 13 | ||||||||||||||||
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| 92 | 2 | 87 | 7 | 71 | 23 | ||||||||||||||||
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| 72 | 1 | 0.37 | 70 | 3 |
| 52 | 23 | 0.076 | 55 | 18 | 1 | |||||||||
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| 18 | 1 | 14 | 4 | 17 | 2 | 15 | 4 | ||||||||||||||
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| 90 | 2 | 85 | 7 | 69 | 25 | 70 | 22 | ||||||||||||||
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| 61 | 0 | 0.13 | 61 | 0 |
| 48 | 13 | 0.24 | 49 | 12 | 0.21 | 53 | 7 |
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| 32 | 2 | 26 | 8 | 23 | 11 | 22 | 10 | 20 | 12 | ||||||||||||
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| 93 | 2 | 87 | 8 | 71 | 24 | 71 | 22 | 73 | 19 | ||||||||||||
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| 56 | 1 | 1 | 56 | 1 |
| 40 | 17 | 0.42 | 42 | 15 | 0.45 | 53 | 3 |
| 41 | 16 |
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| 37 | 1 | 31 | 7 | 31 | 9 | 29 | 7 | 22 | 16 | 20 | 18 | ||||||||||
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| 93 | 2 | 87 | 8 | 71 | 26 | 71 | 22 | 75 | 19 | 61 | 34 | ||||||||||
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| 40 | 0 | 0.51 | 40 | 0 |
| 33 | 7 | 0.12 | 34 | 6 | 0.07 | 34 | 5 | 0.13 | 40 | 0 |
| 33 | 7 |
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| 53 | 2 | 47 | 8 | 39 | 18 | 37 | 17 | 41 | 14 | 21 | 33 | 24 | 32 | ||||||||
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| 93 | 2 | 87 | 8 | 72 | 25 | 71 | 23 | 75 | 19 | 61 | 33 | 57 | 39 | ||||||||
Number of cases classified as positive (Pos.) or negative (Neg.) for a particular marker are shown. Statistically significant P values are given in bold.
Results of univariate and multivariate logistic regression analysis in relation to lymph node involvement.
| Gene expression status | Number of cases (%) | Univariate analysis | Multivariate analysis | |||
| N- | N+ | OR (95% CI) |
| OR (95% CI) |
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| Negative | 39 (80) | 33 (67) | 1.9 (0.75–4.8) | 0.17 | ||
| Positive | 10 (20) | 16 (33) | ||||
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| Negative | 40 (85) | 31 (66) | 2.9 (1.06–8.2) | 0.03 | 3.2 (1.1–9.2) | 0.029 |
| Positive | 7 (15) | 16 (34) | ||||
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| Negative | 32 (67) | 29 (62) | 1.24 (0.5–2.9) | 0.6 | ||
| Positive | 16 (33) | 18 (38) | ||||
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| Negative | 43 (90) | 32 (70) | 3.76 (1.2–11.7) | 0.02 | 4.2 (1.3–13.5) | 0.01 |
| Positive | 5 (10) | 14 (30) | ||||
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| Negative | 47 (98) | 47 (98) | 1 (0.6–17) | 1 | ||
| Positive | 1 (2) | 1 (2) | ||||
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| Negative | 47 (98) | 41 (85) | 8.02 (0.92–69.9) | 0.06 | NS | |
| Positive | 1 (2) | 7 (15) | ||||
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| Negative | 32 (65) | 25 (52) | 1.73 (0.76–3.9) | 0.19 | ||
| Positive | 17 (35) | 23 (48) | ||||
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| Negative | 25 (52) | 15 (31) | 2.46 (1.06–5.7) | 0.03 | NS | |
| Positive | 23 (48) | 34 (69) | ||||
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| Negative | 29 (59) | 15 (31) | 3.29 (1.41–7.64) | 0.005 | Not applicable | |
| Positive | 20 (41) | 34 (69) | ||||
N- lymph node involvement absent, N+ lymph node involvement present. OR-overall risk; CI – confidence interval, NS-not statistically significant.
Correlation between CTC-enriched blood fractions gene expression status and clinicopathological parameters.
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| CTC-EBF phenotype | |||||||||||||||||||
| Clinical variable | Neg. | Pos. |
| Neg. | Pos. |
| Neg. | Pos. |
| Neg. | Pos. |
| Neg. | Pos. |
| Neg. | Pos. |
| Neg. | Pos. |
| Neg. | Pos. |
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| 41 | 1 | 1 | 39 | 3 | 1 | 29 | 14 | 0.25 | 35 | 5 | 0.02 | 38 | 3 | 0.009 | 31 | 12 | 0.01 | 21 | 21 | 0.10 | 29 | 13 | 0.34 | 1 | 7 | 0.04 |
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| 52 | 1 | 48 | 5 | 42 | 12 | 35 | 18 | 37 | 15 | 25 | 28 | 18 | 36 | 31 | 21 | 11 | 9 | |||||||||
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| 47 | 1 | 1 | 47 | 1 | 0.059 | 39 | 10 | 0.17 | 40 | 7 | 0.03 | 43 | 5 | 0.02 | 32 | 17 | 0.19 | 25 | 23 | 0.03 | 32 | 16 | 0.61 | 3 | 6 | 0.69 |
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| 47 | 1 | 37 | 7 | 33 | 16 | 31 | 16 | 32 | 14 | 25 | 23 | 15 | 34 | 29 | 18 | 9 | 10 | |||||||||
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| 78 | 2 | 1 | 74 | 6 | 0.62 | 59 | 23 | 0.55 | 60 | 18 | 0.53 | 67 | 11 | 0.003 | 52 | 29 | 0.01 | 37 | 44 | 0.045 | 52 | 27 | 0.46 | 6 | 15 | 0.008 |
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| 16 | 0 | 14 | 2 | 13 | 3 | 11 | 5 | 8 | 8 | 5 | 11 | 3 | 13 | 9 | 7 | 6 | 1 | |||||||||
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| 65 | 1 | 0.53 | 62 | 4 | 0.25 | 49 | 18 | 0.91 | 48 | 16 | 0.86 | 52 | 11 | 0.34 | 40 | 26 | 0.59 | 30 | 36 | 0.22 | 41 | 24 | 0.73 | 7 | 13 | 0.23 |
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| 29 | 1 | 26 | 4 | 23 | 8 | 23 | 7 | 23 | 8 | 17 | 14 | 10 | 21 | 20 | 10 | 5 | 3 | |||||||||
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| 14 | 0 | 1 | 13 | 1 | 1 | 10 | 5 | 0.53 | 11 | 3 | 1 | 13 | 2 | 0.73 | 8 | 7 | 0.64 | 8 | 7 | 0.30 | 12 | 2 | 0.07 | 1 | 1 | 1 |
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| 80 | 2 | 75 | 7 | 62 | 21 | 60 | 20 | 62 | 17 | 49 | 33 | 32 | 50 | 49 | 32 | 11 | 15 | |||||||||
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| 70 | 2 | 1 | 66 | 6 | 1 | 52 | 21 | 0.58 | 53 | 17 | 0.96 | 56 | 14 | 1 | 43 | 30 | 0.72 | 30 | 42 | 0.66 | 46 | 26 | 0.87 | 9 | 14 | 0.62 |
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| 21 | 0 | 19 | 2 | 17 | 5 | 16 | 5 | 18 | 4 | 12 | 10 | 8 | 14 | 13 | 8 | 3 | 2 | |||||||||
Number of cases classified as positive (Pos.) or negative (Neg.) for a particular marker in each group are shown. Statistically significant P values are given in bold.
*CTC-enriched blood fraction phenotype – only MBG1+ and/or HER2+ fractions were considered
** CK19−/VIM+ - mesenchymal phenotype; CK19+/VIM− - epithelial phenotype.
Figure 3Unsupervised hierarchical clustering of relative gene expression values in CTC-enriched blood fraction.
Samples containing missing values were excluded from the analysis. On the left-hand side cluster of CTC-enriched blood samples with elevated VIM (P = 0.068), HER2, CXCR4 and uPAR (P<0.00001, for all three) expression in which lymph node involvement was more frequently observed (P = 0.04).