| Literature DB >> 31598160 |
Manal Elmasry1,2, Lydia Brandl1, Jutta Engel3, Andreas Jung1,4,5, Thomas Kirchner1,4,5, David Horst4,5,6.
Abstract
RBP7 is a member of the cellular retinol-binding protein (CRBP) family and previous data suggested a link between CRBPs and the malignant transformation of colon cancer cells. Here, we investigated the potential of RBP7 as a predictive biomarker for patients with colon cancer and determined its functional relevance for tumor progression. We analyzed RBP7 protein and mRNA expression in independent tissue collections of colon cancers with recorded follow-up data, including data from TCGA. We used gene set enrichment analyses to characterize its functional role. Effects of RBP7 on migration and invasion were determined in transwell assays. High expression of RBP7 was an independent biomarker of poor cancer specific survival in early and late stage colon cancer, and linked to colon cancer progression. Gene set enrichment analysis revealed a strong association of RBP7, colon cancer invasion and epithelial mesenchymal transition (EMT). Ectopic expression of RBP7 increased migration and invasion of colon cancer cells. Our findings demonstrate that RBP7 is a strong prognostic biomarker in colon cancer that functionally contributes to the malignant phenotype of colon cancer cells. This may aid in risk stratification for the therapeutic management of patients with colorectal cancer. © The author(s).Entities:
Keywords: EMT; RBP7; colon cancer; invasion; prognosis
Year: 2019 PMID: 31598160 PMCID: PMC6775517 DOI: 10.7150/jca.35180
Source DB: PubMed Journal: J Cancer ISSN: 1837-9664 Impact factor: 4.207
Figure 1RBP7 protein expression and distribution in colon cancer. (A) Detection of RBP7 by immunostaining in primary human colon cancers. Tumors were assigned semi-quantitative categories from barely detectable to strong expression of RBP7. Arrows indicate positively stained tumor cells in cases with weak or moderate expression. Lower panel images are magnifications of areas boxed in upper panel images. Scale bars, 100 µm. (B) Representative images showing digital quantitative scoring of RBP7 protein expression on the same cases as in (A). Detected cells were color-coded according to their classification. Green, non-tumor cells. Blue, negative tumor cells. Yellow, weakly stained tumor cells. Orange, moderately stained tumor cells. Red, strongly stained tumor cells. H-scores are indicated. Lower panel images are magnifications of areas boxed in upper panel images. (C) Histogram showing the distribution of H-score values in n=219 colon cancer cases. (D) Distribution of H-scores, when separately measured in tumor cells at the tumor stroma interface (tumor edge), and 100 µm or more away from the tumor stroma interface (tumor center). Horizontal bars indicate mean and P value is t-test result.
Figure 2High RBP7 indicates poor survival in colon cancer patients. (A-B) Analysis of RBP7 protein expression and cancer specific survival in a case collection of n=219 UICC stage I and II colon cancer cases. (A) ROC curve for determining best discrimination thresholds of RBP7 H-scores for tumor specific survival prediction. Arrow indicates chosen value for binary classification. AUC, area under curve. (B) Kaplan-Meier plot for tumor specific survival of cases with low or high H-scores. P value indicates log-rank test result. Ratios on curves indicate the number of events over the number of patients per group. HR, hazard ratio. (C-D) Analysis of RBP7 mRNA expression and cancer specific survival in n=379 colon cancer cases from TCGA (C) ROC curve for determining best discrimination thresholds of RBP7 mRNA reads for survival prediction. Arrow indicates chosen value for binary classification. AUC, area under curve. (D) Kaplan-Meier plot for cases with low or high RBP7 mRNA expression. P value indicates log-rank test result. Ratios on curves indicate the number of events over the number of patients per group. HR, hazard ratio.
Clinical data and RBP7 protein expression in UICC stage I and II colon cancer.
| Characteristics | Total | RBP7 | ||||
|---|---|---|---|---|---|---|
| Low | High | |||||
| All patients | 219 (100.0) | 103 (47.0) | 116 (53.0) | |||
| Age (y, Median 69) | ||||||
| ≤ 68 | 108 (49.3) | 51 (47.2) | 57 (52.8) | 0.956 | ||
| ≥ 69 | 111 (50.7) | 52 (46.8) | 59 (53.2) | |||
| Gender | ||||||
| Male | 121 (55.3) | 59 (48.8) | 62 (51.2) | 0.569 | ||
| Female | 98 (44.7) | 44 (44.9) | 54 (55.1) | |||
| T-category | ||||||
| T1 | 1 (0.5) | 0 (0.0) | 1 (100.0) | 0.467 | ||
| T2 | 35 (16.0) | 17(48.6) | 18 (51.4) | |||
| T3 | 175 (79.9) | 84 (48.0) | 91 (52.0) | |||
| T4 | 8 (3.7) | 2 (25.0) | 6 (75.0) | |||
| UICC-stage | ||||||
| I | 36 (16.4) | 17 (47.2) | 19 (52.8) | 0.989 | ||
| II | 183 (83.6) | 86(47.0) | 97 (53.0) | |||
| Tumor grade (WHO) | ||||||
| low grade | 197 (90.0) | 97 (49.2) | 100 (50.8) | 0.05 | ||
| high grade | 22 (10.0) | 6 (27.3) | 16 (72.7) | |||
Values in parentheses indicate column and row percentage for total and RBP7 low or high cases, respectively.
Multivariate analysis of cancer specific survival in UICC stage I and II colon cancer.
| Variables | Cancer specific survival | ||
|---|---|---|---|
| HR | (95% confidence interval) | ||
| Age ≥ median (69 y) | 2.04 | (1.06-3.93) | 0.032 |
| Female vs. male | 0.76 | (0.40-1.46) | 0.408 |
| T-category | 3.32 | (1.43-7.70) | 0.005 |
| High tumor grade | 1.20 | (0.52-2.78) | 0.669 |
| RBP7 high | 2.54 | (1.26-5.10) | 0.009 |
Clinical data and RBP7 mRNA expression in colon cancer cases from TCGA
| Characteristics | Total | |||||
|---|---|---|---|---|---|---|
| Low | High | |||||
| All patients | 457 (100.0) | 332 (72.6) | 125 (27.4) | |||
| Age (y, Median 68) | ||||||
| ≤ 67 | 211 (46.9) | 155 (73.5) | 56 (26.5) | 0.875 | ||
| ≥ 68 | 239 (53.1) | 174 (72.8) | 65 (27.2) | |||
| Gender | ||||||
| Male | 235 (52.2) | 171 (72.8) | 64 (27.2) | 0.201 | ||
| Female | 215 (47.8) | 158 (73.5) | 57 (26.5) | |||
| T-category | ||||||
| T1 | 11 (2.5) | 11 (100.0) | 0 (0.0) | 0.00002 | ||
| T2 | 77 (16.8) | 67 (87.0) | 10 (13.0) | |||
| T3 | 306 (67.0) | 222 (72.5) | 84 (27.5) | |||
| T4 | 53 (11.5) | 27 (50.9) | 26 (49.1) | |||
| Nodal Metastasis | ||||||
| Negative | 263 (58.8) | 206 (78.3) | 57 (21.7) | 0.003 | ||
| Positive | 184 (41.2) | 121 (65.8) | 63 (34.2) | |||
| Distant Metastasis | ||||||
| Negative | 326 (83.8) | 249 (76.4) | 77 (23.6) | 0.104 | ||
| Positive | 63 (16.2) | 42 (66.7) | 21 (33.3) | |||
| MSI status | ||||||
| MSS/MSI-low | 340 (81.3) | 248 (72.9) | 92 (27.1) | 0.838 | ||
| MSI-high | 78 (18.7) | 56 (71.8) | 22 (28.2) | |||
| RAS status | ||||||
| Mutated | 174 (38.1) | 130 (74.7) | 44 (25.3) | 0.691 | ||
| Wild type | 216 (47.3) | 153 (70.8) | 63 (29.2) | |||
| Unknown | 67 (14.7) | 49 (73.1) | 18 (26.9) | |||
| BRAF (V600E) | ||||||
| Mutated | 47 (10.3) | 35 (74.5) | 12 (25.5) | 0.948 | ||
| Wild type | 343 (75.1) | 248 (72.3) | 95 (27.7) | |||
| Unknown | 67 (14.7) | 49 (73.1) | 18 (26.9) | |||
Values in parentheses indicate column and row percentage for total and RBP7 low or high cases, respectively.
Multivariate analysis of cancer specific survival in colon cancer cases from TCGA.
| Variables | Cancer specific survival | ||
|---|---|---|---|
| HR | (95% confidence interval) | ||
| Age ≥ median (68 y) | 0.65 | (0.28-1.50) | 0.314 |
| Female vs. Male | 1.09 | (1.09-2.54) | 0.847 |
| T-category | 2.06 | (0.82-5.18) | 0.124 |
| Nodal metastasis | 2.01 | (0.56-7.22) | 0.286 |
| Distant metastasis | 15.85 | (4.66-53.91) | 0.00001 |
| MSI-high | 2.00 | (0.36-10.86) | 0.439 |
| 2.50 | (1.05-5.88) | 0.038 | |
Figure 3Gene Set Enrichment Analyses for genes ranked by Pearson correlation (Pearson r) of expression to RBP7 indicates enrichment for (A) multicancer invasion and (B) hallmark EMT gene signatures. ES, enrichment score. P < 0.001. (C) Heat map indicates clustering and positive correlation of RBP7 expression with colon cancer relevant EMT markers and negative correlation with CDH1. Colors indicate Pearson r from -1 (blue) to 1 (red).
Figure 4Overexpression of RBP7 enhances migration and invasion of colon cancer cells. (A) Immunoblotting for indicated proteins on whole cell lysates of SW1222 and HCT116 colon cancer cells harvested 48 h after transfection with pcDNA3.1-RBP7 (pRBP7) or empty pcDNA3.1 (pControl) vector. (B-C) Representative micrographs (left panels) and quantification (right panels) of migrated or invaded (B) SW1222 and (C) HCT116 colon cancer cells in transwell assays. Data are mean ± SD, n ≥ 3, P values are t-test results.