| Literature DB >> 23755281 |
Mariateresa Cipriano1, Jenny Häggström, Peter Hammarsten, Christopher J Fowler.
Abstract
BACKGROUND: In prostate cancer, tumour expression of cannabinoid CB₁ receptors is associated with a poor prognosis. One explanation for this association comes from experiments with transfected astrocytoma cells, where a high CB receptor expression recruits the Akt signalling survival pathway. In the present study, we have investigated the association between CB₁ receptor expression and the Akt pathway in a well-characterised prostate cancer tissue microarray. METHODOLOGY/PRINCIPALEntities:
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Year: 2013 PMID: 23755281 PMCID: PMC3673925 DOI: 10.1371/journal.pone.0065798
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Zero-, first- and second order Spearman's rho values for correlations between nCB1IR, pEGFR-IR or ErbB2-IR and pAkt-IR.
| pAkt-IR vs: | Control for: | Spearman's ρ | n | P value |
| nCB1IR | none | 0.29 | 274 | <0.0001 |
| pEGFR-IR | 0.28 | 222 | <0.0001 | |
| ErbB2-IR | 0.21 | 263 | 0.0005 | |
| pEGFR-IR, ErbB2-IR | 0.22 | 218 | 0.0014 | |
| pEGFR-IR | none | 0.27 | 227 | <0.0001 |
| nCB1IR | 0.20 | 222 | 0.0028 | |
| ErbB2-IR | 0.22 | 223 | 0.0011 | |
| nCB1IR, ErbB2-IR | 0.18 | 218 | 0.0095 | |
| ErbB2-IR | none | 0.36 | 271 | <0.0001 |
| nCB1IR | 0.29 | 263 | <0.0001 | |
| pEGFR-IR | 0.37 | 223 | <0.0001 | |
| nCB1IR, pEGFR-IR | 0.30 | 218 | <0.0001 |
First- and second-order correlation coefficients were determined as described in [38].
Figure 1Tumour nCB1IR: variation with pAkt-IR.
Panel A shows two tumour cores from the same case (Gleason score 7) showing a large variation in the CB1IR intensity. They had positions 1 and 5 of the tumour series arrowed. The left core was scored 0.75 (50% score 0, 25% score 1, 25% score 2) by one investigator, and 1 (25% score 0, 50% score 1, 25% score 2) by the other. The right core was scored 2.75 by both investigators (50% score 2, 25% score 3, 25% score 4 by one investigator; 25% score 2, 75% score 3 by the other investigator). Panel B and C show the pAkt scores for individual cores in the test (n = 595, Panel B) and validation (n = 297, Panel C) datasets, divided into approximate nCB1IR quadrants. The number of cases in each quadrant is shown in the graph, together with the median and interquartile ranges. *P<0.05, **P<0.01, ***P<0.001 for the comparisons shown, otherwise not significant (Dunn's multiple comparison test following significant (P<0.0001) Kruskal-Wallis test. The spearman's rho for correlations between the core nCB1IR and the core pAkt-IR were 0.29 and 0.28 (both P<0.0001) for the test and validation sets, respectively.
Figure 2Scatter plots of cases scored for tumour nCB1IR (abscissae) and pAkt-IR (ordinates) and sorted on the basis of A, Gleason score (GS); B, absence or presence of metastases at diagnosis; C, Ki-67 index; D, tumour grade (LT).
The Ki67 index is a continuous variable ranging from 0–48% in the dataset [34]. The tranches were chosen here for illustrative purposes but represent the bottom 50% (“Ki67 Low”), the 50–75% (“Ki67 intermediate”) and the top 25% (“Ki67 high”). The dotted lines in the figures show the median scores for nCB1IR and pAkt-IR for the dataset.
Figure 3Scatter plots and Kaplan-Meier plots for the cases who were followed by expectancy and who had been scored for both nCB1IR and pAkt-IR.
Panel A shows a scatter plot of the individual cases, so that the group names in the other Panels are easier to follow. In the Kaplan-Meier plots shown in Panels B to D, †Pca refers to the number of patients who died as a result of their prostate cancer during the follow-up period. The 2 values are for the log-rank (Mantel-Cox) tests, with the P values shown. Panel B, all cases; Panel C, Gleason score 4–6 cases; Panel D, Gleason score 7–10 cases.
Age, Gleason scores, incidence of metastases at diagnosis and tumour Ki67-IR at diagnosis for the cases divided on the basis of median splits of the tumour nCB1IR and pAkt-IR scores.
| Quadrant: (see | Group A (bottom left) | Group B (bottom right) | Group C (top left) | Group D (top right) | P value | |
|
| ||||||
| median (range) | 74 (56–88) | 73 (52–87) | 75 (62–92) | 74 (51–95) | 0.79 | |
| {n} | {74} | {52} | {57} | {91} | 0.79 | |
| Number (% | ||||||
|
| 4–5 | 24 (32%) | 22 (42%) | 6 (11%) | 5 (5%) | |
| 6 | 24 (32%) | 5 (10%) | 24 (42%) | 12 (13%) | <0.0001 | |
| 7 | 12 (16%) | 9 (17%) | 10 (18%) | 20 (22%) | ||
| 8–10 | 14 (19%) | 16 (31%) | 17 (30%) | 54 (59%) | ||
|
| No | 55 (96%) | 37 (93%) | 36 (86%) | 52 (68%) | <0.0001 |
| Yes | 2 (4%) | 3 (8%) | 6 (14%) | 24 (32%) | ||
|
| 1a–1b | 49 (66%) | 28 (54%) | 26 (46%) | 28 (31%) | |
| 2 | 15 (20%) | 16 (31%) | 15 (27%) | 25 (28%) | <0.001 | |
| 3 | 9 (12%) | 6 (12%) | 12 (21%) | 33 (37%) | ||
| 4 | 1 (1%) | 2 (4%) | 3 (5%) | 4 (4%) | ||
|
| ||||||
| median (25–75) | 12.5 (10–62.5) | 20 (10–87.5) | 30 (10–77.5) | 70 (30–90) | <0.0001 | |
| {n} | {74} | {52} | {57} | {91} | ||
|
| ||||||
| median (25–75) | 1.7 (0.4–3.0) | 2.7 (0.9–3.7) | 3.0 (1.4–5.6) | 3.9 (2.3–10) | <0.0001 | |
| {n} | {74} | {51} | {56} | {89} |
“Bottom left”, “Bottom right”, “top left” and “top right” refer to the quadrants shown in Fig. 2A.
Kruskal-Wallis test.
The % value refers to the % of cases for the pAkt-IR/CB1IR group in question (i.e. vertical numbers add up to 100%).
2 test.
percentage of the specimen that contained tumour. “median (25–75)” refers to the median values, with the 25–75th quartiles given in brackets.
Ordinal regression analyses with tumour pAkt-IR and nCB1IR as the independent variables and the Gleason score, %ca or Ki67-index as the dependent variable.
| Main effects model | Interaction term included | |||
| Estimate | Z-value | Estimate | Z-value | |
|
| ||||
| pAkt-IR | 1.17±0.23 | 5.01 | −0.40±0.83 | −0.48 |
| nCB1IR | 0.49±0.21 | 2.36 | −1.30±0.93 | −1.41 |
| pAkt-IR×nCB1IR | 0.66±0.34 | 1.97 | ||
|
| ||||
| pAkt-IR | 0.44±0.21 | 2.09 | −2.37±0.86 | −2.74 |
| nCB1IR | 0.86±0.21 | 4.02 | −2.18±0.94 | −2.33 |
| pAkt-IR×nCB1IR | 1.16±0.35 | 3.28 | ||
|
| ||||
| pAkt-IR | 0.94±0.23 | 4.05 | −0.16±0.87 | −0.19 |
| nCB1IR | 0.51±0.21 | 2.43 | −0.69±0.94 | −0.73 |
| pAkt-IR×nCB1IR | 0.45±0.35 | 1.31 |
The coefficients (± standard error) were determined from ordinal regressions (cumulative logit model) undertaken in the R statistical package (function vglm in the VGAM bundle). Gleason scores were divided as 4–5, 6, 7 and 8–10. The %ca and Ki67-index scores were divided into quartiles. In every case, the assumption of proportional odds was upheld. Significance levels for the Z-values are: ±1.96 for P = 0.05, ±2.58 for P = 0.01 and ±3.29 for P = 0.001. Note that in the analyses, the values returned for a variable in the main effects model represent its total effect when the other variable is included. In the interaction term model, the value for the individual variable is for a constant value of the other variable. The model returns three intercept coefficients for each level of the response, the reference level being the lowest level. These were as follows: Gleason score main effects model, −3.06, −4.51 and −5.52; model with interaction, 1.16, −0.30, −1.32; %ca main effects model, −1.66, −2.95, −4.01; model with interaction, 5.69, 4.36, 3.26; Ki67-index main effects model, −2.47, −3.70, −4.92; model with interaction, 0.41, −0.82, −2.04.
COX proportional-hazards regression analyses for tumour nCB1IR and pAkt-IR for patients with were followed by expectancy.
| No. below/above cutoff | Exp(B) | 95% CI for Exp(B) | P value | |
|
| ||||
| pAkt-IR | 101/103 | 3.17 | 1.77–5.70 | 0.00011 |
| nCB1IR | 198/73 | 3.47 | 2.13–5.67 | <0.00001 |
|
| ||||
| pAkt-IR | 96/100 | 3.20 | 1.72–5.95 | 0.00024 |
| nCB1IR | 138/58 | 2.76 | 1.58–4.81 | 0.00036 |
|
| ||||
| pAkt-IR | 96/100 | 3.23 | 1.39–7.51 | 0.0063 |
| nCB1IR | 138/58 | 2.80 | 0.97–8.09 | 0.057 |
| pAkt-IR×nCB1IR | 0.98 | 0.28–3.39 | 0.97 | |
|
| ||||
| Gleason score | 109/87 | 10.05 | 4.41–22.92 | <0.00001 |
| pAkt-IR | 96/100 | 2.06 | 1.10–3.85 | 0.024 |
| nCB1IR | 138/58 | 1.88 | 1.07–3.28 | 0.027 |
|
| ||||
| Gleason score | 109/87 | 10.28 | 4.48–23.61 | <0.00001 |
| pAkt-IR | 96/100 | 1.76 | 0.74–4.15 | 0.20 |
| nCB1IR | 138/58 | 1.48 | 0.50–4.34 | 0.48 |
| pAkt-IR×nCB1IR | 1.38 | 0.40–4.84 | 0.61 |
The cut-off values used were: nCB1IR, ≤2.75 and >2.75; pAkt-IR, <2.75 and ≥2.75 (from [32]); Gleason score 4–6 and 7–10. Exp(B) refers to the increase in risk from below to above the cut-off, i.e. the value below the cut-off is set to unity; 95% CI, 95% confidence interval.