| Literature DB >> 29245912 |
Huikun Zhang1,2,3,4, Fengxia Qin1,2,3,4, Limin Yang5,2,3,4, Jia He6,2,3,4, Xiaoli Liu5,2,3,4, Ying Shao1,2,3,4, Zhifang Guo5,2,3,4, Ming Zhang7, Wenliang Li6,2,3,4, Li Fu1,2,3,4, Feng Gu1,2,3,4, Yongjie Ma5,2,3,4.
Abstract
Previous research usually focused on single protein or gene in tumor development, actually highly heterogeneous nature and different signaling pathways largely contribute to tumor progression and tumor patients' outcomes. Therefore, using combinatorial biomarkers to evaluate the prognostic features and guide management is gradually accepted and urgently needed. β-catenin is a well-known crucial factor in astrocytoma progression and it is involved in aquaporin1 (AQP1) mediated cell migration. In this study, we revealed the function of AQP1 in astrocytoma progression and provided the first clinical evidence that AQP1 expression was positively correlated with β-catenin. Furthermore, we proved the functional role of AQP1/β-catenin pathway in astrocytoma progression. More importantly, we discovered that combination of AQP1 and β-catenin expression was an independent prognosis factor for astrocytoma patients and it was a better survival predictor than either AQP1 or β-catenin alone. In conclusion, our study provided a novel more precise prognostication for predicting astrocytoma prognosis based on combinatorial analysis of AQP1 and β-catenin expression.Entities:
Keywords: aquaporin1; astrocytoma; combination; prognosis; β-catenin
Year: 2017 PMID: 29245912 PMCID: PMC5725103 DOI: 10.18632/oncotarget.19562
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Demographic data of patients
| Variable | Value |
|---|---|
| Age (years), mean (range) | 49 (9–80) |
| Gender | |
| Male | 95 |
| Female | 65 |
| Histological grade | |
| Grade II | 47 |
| Grade III | 48 |
| Grade IV | 65 |
| Location | |
| Frontal | 54 |
| Temporal | 47 |
| Parietal | 14 |
| Occipital | 7 |
| Cerebellum | 4 |
| Callosum/ventricle/thalamus | 12 |
| More than one lobe | 22 |
| Tumor size (cm) | 4.7 ± 1.6 (0.5–9.5) |
| Surgery | |
| Partial | 28 |
| Complete | 132 |
| Peritumoral edema | |
| Weak | 35 |
| Moderate | 78 |
| Strong | 47 |
| Family history | |
| Yes | 6 |
| No | 154 |
| Radiotherapy (post operation) | |
| Yes | 72 |
| No | 88 |
| Chemotherapy (post operation) | |
| Yes | 103 |
| No | 57 |
| Eventsa | |
| Death | 88 (follow-up: 1–99 months; median: 15 months) |
| Censored | 32 (follow-up: 2–132 months; median: 60 months) |
| Recurrencea | |
| Yes | 94 (follow-up: 1–80 months; median: 12 months) |
| No | 26 (follow-up: 2–132 months; median: 53 months) |
aSome missing data.
Figure 1β-catenin expression increased with histological grade and inversely correlated with patients’ outcome
(A) IHC staining of β-catenin in Grade II, III and IV astrocytoma specimens (magnification, 200×). (B) 51% (24/47) of Grade II patients exhibited high expression of β-catenin, while 77.1% (37/48) of Grade III cases and 76.9% (50/65) of Grade IV showed high expression of β-catenin (χ2 test, P = 0.005). (C) Ranges and median values of β-catenin score in astrocytoma specimens (Mann-Whitney U test, P = 0.003). (D and E) High expression of β-catenin indicated a shorter OS (D) and PFS (E) in astrocytoma patients (log-rank test).
β-catenin expression and clinicopathological variables of astrocytoma
| Pathological features | Cases | β-catenin score, | ||||
|---|---|---|---|---|---|---|
| 0-99 | 100-199 | 200-300 | ||||
| Ageb | 160 | 0.542 | ||||
| Tumor sizec | 160 | 0.503 | ||||
| Gender | 0.100 | 0.209 | ||||
| Male | 95 | 31 (32.6) | 42 (44.2) | 22 (23.2) | ||
| Female | 65 | 18 (27.7) | 25 (38.5) | 22 (33.8) | ||
| Histological grade | 0.287 | 0.000 | ||||
| Grade II | 47 | 23 (48.9) | 19 (40.4) | 5 (10.6) | ||
| Grade III | 48 | 11 (22.9) | 24 (50.0) | 13 (27.1) | ||
| Grade IV | 65 | 15 (23.1) | 24 (36.9) | 26 (40.0) | ||
| Peritumoral edema | 0.032 | 0.689 | ||||
| Weak | 35 | 9 (25.7) | 15 (42.9) | 11 (31.4) | ||
| Moderate | 78 | 28 (35.9) | 33 (42.3) | 17 (21.8) | ||
| Strong | 47 | 12 (25.5) | 19 (40.4) | 16 (34.0) | ||
| Location | 0.096 | 0.192 | ||||
| Frontal | 54 | 18 (33.3) | 23 (42.6) | 13 (24.1) | ||
| Temporal | 47 | 13 (27.6) | 17 (36.2) | 17 (36.2) | ||
| Parietal | 14 | 6 (42.8) | 4 (28.6) | 4 (28.6) | ||
| Occipital | 7 | 3 (42.9) | 4 (57.1) | 0 (0.0) | ||
| Cerebrum | 4 | 1 (25.0) | 3 (75.0) | 0 (0.0) | ||
| Callosum/ventricle/thalamus | 12 | 5 (41.7) | 3 (25.0) | 4 (33.3) | ||
| More than one lobe | 22 | 3 (13.6) | 13 (59.1) | 6 (27.3) | ||
aP values were calculated by Spearman’s Rank-Correlation test.
bAge: 49 (9–80) years, F = 0.619, P = 0.542 (ANOVA test).
cTumor size: (4.7 ± 1.6) cm, F = 0.690, P = 0.503 (ANOVA test).
Univariate and multivariate analysis for overall survival (OS) analysis
| Variables | Univariate | Multivariate | Multivariate | ||||||
|---|---|---|---|---|---|---|---|---|---|
| HR | 95% CI | HR | 95% CI | HR | 95% CI | ||||
| Age | 1.031 | 1.017–1.045 | 0.000 | 1.025 | 1.010–1.040 | 0.001 | 1.026 | 1.011–1.041 | 0.001 |
| Gender (male/female) | 0.949 | 0.620–1.455 | 0.812 | ||||||
| Tumor size (≤ 5 cm versus > 5 cm) | 1.795 | 1.169–2.758 | 0.008 | 1.812 | 1.162–2.825 | 0.009 | 1.889 | 1.205–2.961 | 0.006 |
| Histological grade (II versus III versus IV) | 1.966 | 1.486–2.599 | 0.000 | 1.716 | 1.272–2.316 | 0.000 | 1.761 | 1.315–2.357 | 0.000 |
| Peritumoral edema | 1.249 | 0.951–1.641 | 0.110 | ||||||
| Surgical excision (complete versus partial) | 0.697 | 0.399–1.216 | 0.204 | ||||||
| Radiotherapy (yes/no) (post operation) | 0.725 | 0.476–1.105 | 0.135 | ||||||
| Chemotherapy (yes/no) (post operation) | 0.679 | 0.433–1.065 | 0.092 | ||||||
| AQP1 expression (high/low) | 1.954 | 1.185–3.222 | 0.009 | 1.449 | 0.858–2.448 | 0.166 | |||
| β-catenin expression (high/low) | 1.805 | 1.059–3.075 | 0.030 | 1.523 | 0.879–2.637 | 0.133 | |||
Figure 2Expression of AQP1 was up-regulated in astrocytoma tissues
(A) Normalized AQP1 mRNA levels were analyzed based on gene expression profiling data from ONCOMINE (www.oncomine.org) database, including 45 astrocytoma tissues and 6 normal temporal lobe samples. (B) Western blot analysis of AQP1 protein expression in human astrocytoma tissues with different histological grades (1–10 stands for tumor tissues from 10 patients with Grade II astrocytoma, 1–7 stands for tumor tissues from 7 patients with Grade III astrocytoma, 1–9 stands for tumor tissues from 9 patients with Grade II astrocytoma). N (Non-neoplastic tissues adjacent to tumor) and S (Schwannoma) were regarded as controls. (C) Western blot result of AQP1 protein expression in astrocytoma specimens with different pathological grades in one gel (Grade II: 5 cases; Grade III: 4 cases; Grade IV: 4 cases). β-actin was used as a loading control.
Figure 3Overexpression of AQP1 promoted proliferation and invasion abilities of LN229 cells
(A) In parental LN229 cells, AQP1 expression was too low to be detected by western blot. Mouse kidney tissue was used as a positive control. (B) Establishment of stable AQP1-overexpressing cells through lentiviral transfection of GFP labeled AQP1-expressing vector (upper part) and 3×Flag labeled AQP1-expressing vector (lower part). (C) Exogenous AQP1 expression was observed in AQP1/LN229 (upper part) and 3×Flag-AQP1/LN229 cells (lower part) by GFP fluorescence or anti-AQP1 antibody, respectively (200×). (D) Proliferation ability was detected by BrdU incorporation analysis in AQP1/LN229 and control cells (200×). (E) Proliferation assay was performed by MTT assays in AQP1/LN229 and control cells. (F) Colony-forming ability was examined in AQP1/LN229 and control cells (200×). (G) Invasion assays were performed in AQP1/LN229 and control cells (200×). All experiments were performed 3 times independently (Student’s t-test, *P < 0.05, **P < 0.01).
Figure 4AQP1 expression increased with histological grade and inversely correlated with patients’ outcome
(A) Expression pattern of AQP1 in astrocytoma tissues. (a) Astrocytoma tissue including tumor regions (T) and normal brain regions (N) (40×). (b) AQP1 expression presented a typical astrocytic appearance (200×). Grade IV astrocytoma exhibited intensive AQP1 expression in tumor cells (c), with a lack or weak expression close to necrotic areas (d) (200×). (e) AQP1 was absent in the proliferating endothelial cells in Grade IV astrocytoma (200×). (f) Clustered AQP1 expression around vessels was observed in Grade IV astrocytoma (40×). (g) AQP1 expression was observed in reactive astrocytes (100×). (h) AQP1 was expressed in tumor infiltration areas (100×). (B) Representative images of AQP1 expression in Grade II, III and IV of astrocytoma (200×). (C) Ranges and median values of AQP1 score in astrocytoma specimens AQP1 score of Grade II was median: 6, range: 0–9, mean: 4.6, mean rank: 66.4. AQP1 score of Grade III–IV was median: 6, range: 0–9, mean: 5.9, mean rank: 86.4. (Mann-Whitney U test, P = 0.009). (D and E) High expression of AQP1 indicated a shorter OS (D) and PFS (E) in astrocytoma patients (log-rank test).
AQP1 expression and clinicopathological variables of astrocytoma
| Pathological features | Cases | AQP1 score, n (%) | ||||
|---|---|---|---|---|---|---|
| 0 | 1-4 | 5-9 | ||||
| Ageb | 160 | 0.733 | ||||
| Tumor sizec | 160 | 0.587 | ||||
| Gender | −0.122 | 0.123 | ||||
| Male | 95 | 5 (5.3) | 21(22.1) | 69 (72.6) | ||
| Female | 65 | 3 (4.6) | 23 (35.4) | 39 (60.0) | ||
| Histological grade | 0.163 | 0.039 | ||||
| Grade II | 47 | 8 (17.0) | 11 (23.4) | 28 (59.6) | ||
| Grade III | 48 | 0 (0.0) | 16 (33.3) | 32 (66.7) | ||
| Grade IV | 65 | 0 (0.0) | 17 (26.2) | 48 (73.8) | ||
| Peritumoral edema | −0.006 | 0.943 | ||||
| Weak | 35 | 3 (8.6) | 9 (25.7) | 23 (65.7) | ||
| Moderate | 78 | 4 (5.1) | 19 (24.4) | 55 (70.5) | ||
| Strong | 47 | 1 (2.1) | 16 (34.0) | 30 (63.8) | ||
| Location | −0.003 | 0.972 | ||||
| Frontal | 54 | 3 (5.6) | 16 (29.6) | 35 (64.8) | ||
| Temporal | 47 | 1 (2.1) | 11 (23.4) | 35 (74.5) | ||
| Parietal | 14 | 1 (7.1) | 5 (35.7) | 8 (57.1) | ||
| Occipital | 7 | 2 (28.6) | 0 (0.0) | 5 (71.4) | ||
| Cerebrum | 4 | 0 (0.0) | 1 (25.0) | 3 (75.0) | ||
| Callosum/ventricle/thalamus | 12 | 1 (8.3) | 3 (25.0) | 8 (66.7) | ||
| More than one lobe | 22 | 0 (0.0) | 8 (36.4) | 14 (63.6) | ||
aP values were calculated by Spearman’s Rank-Correlation test.
bAge: 49 (9–80) years, F = 0.311, P = 0.733 (ANOVA test).
cTumor size: (4.7 ± 1.6) cm, F = 0.534, P = 0.587 (ANOVA test).
Distribution (mean, range) of AQP1, β-catenin score; the rate of high AQP1 or β-catenin expression as per histological grade in astrocytoma and the correlation between AQP1 and β-catenin
| Variable | Grade II | Grade III | Grade IV | Total | ||
|---|---|---|---|---|---|---|
| AQP1 (160 cases) | 4.64 (0–9) | 5.85 (0–9) | 6.02 (0–9) | 5.56 (0–9) | 0.158 | 0.045 |
| 28/47 | 32/48 | 48/65 | 108/160 | |||
| (59.6%) | (66.7%) | (73.8%) | (67.5%) | |||
| β-catenin (160 cases) | 104.7 (0–300) | 144.0 (0–300) | 158.0 (0–300) | 138.1 (0–300) | ||
| 24/47 | 37/48 | 50/65 | 111/160 | |||
| (51.1%) | (77.1%) | (76.9%) | (69.4%) |
aP value was calculated by Spearman’s Rank-Correlation test.
Figure 5Relationship between AQP1 and β-catenin in astrocytoma
(A) Expression of AQP1 was positively correlated with β-catenin expression. The expression of AQP1 and β-catenin were detected using serial paraffin sections by immunohistochemistry analysis. (B) The expression of AQP1 and β-catenin were detected by western blot using tumor tissues from astrocytoma patients (7 cases). (C) Co-localization of AQP1 and β-catenin in AQP1/LN229 and 3×Flag-AQP1/LN229 cells, respectively (200×). (D) Co-immunoprecipitation results of AQP1 and β-catenin in astrocytoma tissues. (E) Co-immunoprecipitation results of AQP1 and β-catenin in 3×Flag-AQP1/LN229 cells. (F) β-catenin was upregulated in AQP1/LN229 cells compared with control. (G) Knocking down β-catenin expression in LN229 and AQP1/LN229 cells (#1, #2 and #3). The vector/LN229 cell line was used as a control group. (H) Proliferation experiments by MTT assays. (I) Migration experiments results (200×). (J) Invasion experiments results (200×). All experiments were performed 3 times independently (Student’s t-test, *P < 0.05, **P < 0.01).
Figure 6Combination of AQP1 and β-catenin provided more accurate information for prognosis prediction of astrocytoma patients
(A and B) Patients were divided into four groups according to the expression of both AQP1 and β-catenin. Patients with AQP1 low/β-catenin low expression had the best outcome compared with the other three groups (log-rank test). (C and D) No statistical difference was observed between any two groups among the other 3 groups (AQP1 low/β-catenin high, AQP1 high/β-catenin low, AQP1 high/β-catenin high, log-rank test).
Univariate and multivariate analysis for AQP1/β-catenin expression in overall survival (OS) analysis
| Variables | Univariate | Multivariate | ||||
|---|---|---|---|---|---|---|
| HR | 95% CI | HR | 95% CI | |||
| Age | 1.031 | 1.017–1.045 | 0.000 | 1.025 | 1.010–1.041 | 0.001 |
| Gender (male/female) | 0.949 | 0.620–1.455 | 0.812 | |||
| Tumor size (≤ 5 cm versus > 5 cm) | 1.795 | 1.169–2.758 | 0.008 | 1.961 | 1.247–3.084 | 0.004 |
| Histological grade (II versus III versus IV) | 1.966 | 1.486–2.599 | 0.000 | 1.687 | 1.253–2.272 | 0.001 |
| Peritumoral edema | 1.249 | 0.951–1.641 | 0.110 | |||
| Surgical excision (complete versus partial) | 0.697 | 0.399–1.216 | 0.204 | |||
| Radiotherapy (yes/no) (post operation) | 0.725 | 0.476–1.105 | 0.135 | |||
| Chemotherapy (yes/no) (post operation) | 0.679 | 0.433–1.065 | 0.092 | |||
| AQP1/β-catenin expression | 1.407 | 1.121–1.765 | 0.003 | 1.280 | 1.002–1.634 | 0.048 |
| AQP1 low/β-catenin low | ||||||
| AQP1 low/β-catenin high | ||||||
| AQP1 high/β-catenin low | ||||||
| AQP1 high/β-catenin high | ||||||
Univariate and multivariate analysis for AQP1/β-catenin expression in progression-free survival (PFS) analysis
| Variables | Univariate | Multivariate | ||||
|---|---|---|---|---|---|---|
| HR | 95% CI | HR | 95% CI | |||
| Age | 1.032 | 1.018–1.046 | 0.000 | 1.026 | 1.011–1.041 | 0.001 |
| Gender (male/female) | 0.939 | 0.622–1.417 | 0.763 | |||
| Tumor size (≤ 5 cm versus > 5 cm) | 1.606 | 1.057–2.441 | 0.027 | 1.719 | 1.104–2.677 | 0.017 |
| Histological grade (II versus III versus IV) | 2.023 | 1.547–2.647 | 0.000 | 1.739 | 1.310–2.309 | 0.000 |
| Peritumoral edema | 1.372 | 1.051–1.792 | 0.020 | |||
| Surgical excision (complete versus partial) | 0.820 | 0.490–1.372 | 0.451 | |||
| Radiotherapy (yes/no) (post operation) | 0.750 | 0.499–1.126 | 0.165 | |||
| Chemotherapy (yes/no) (post operation) | 0.738 | 0.480–1.137 | 0.168 | |||
| AQP1/β-catenin expression | 1.460 | 1.174–1.816 | 0.001 | 1.334 | 1.058–1.682 | 0.015 |
| AQP1 low/β-catenin low | ||||||
| AQP1 low/β-catenin high | ||||||
| AQP1 high/β-catenin low | ||||||
| AQP1 high/β-catenin high | ||||||