| Literature DB >> 34612781 |
Weijie Jiang1, Tao Wu1, Xuan Shi1, Jiawen Xu2,3.
Abstract
Hepatocellular carcinoma (HCC) is one of the most prevalent malignant neoplasms with high relapse and mortality rate. It is of great importance to identify novel and effective molecular markers to predict prognosis for the treatment of HCC. The Ewing sarcoma breakpoint region 1 (EWSR1) gene is well known to fuse with various partner genes and involved in promoting the development of multiple sarcomas, especially the Ewing sarcoma family of tumors. Nevertheless, seldom studies have focused on the role of EWSR1 in cancers of epithelial origin, let alone in HCC. In the current study, the transcriptional and clinical data of EWSR1 in HCC patients were obtained from TCGA and GEO databases, as well as 124 cases from the department of Pathology of Sichuan Jianyang People's Hospital. Kaplan-Meier and Cox regression analysis were used to assess patient prognosis. EWSR1 mRNA levels were significantly upregulated in HCC tissues than in normal liver tissues (P < 0.001). The TCGA database analysis showed upregulation of EWSR1 was associated with histological grade, pathologic T stage and death, in addition to that, the T staging, N staging, TNM staging, Ki67, AFP expression were extremely higher in the EWSR1 over-expression group in our cohort. Univariate and multivariate Cox hazard regression analysis results revealed that EWSR1 was an independent prognostic factor for OS in HCC, and bioinformatics analysis showed RNA splicing process represented the major function and pathway. In conclusion, our data showed EWSR1 could serve as a novel promising prognostic biomarker for HCC patients.Abbreviations: AFP, Alpha-fetoprotein; CCL14, C-C motif chemokine ligand 14; CK19, Cytokeratin 19; CI, coefficient interval; COL1A1, Collagen 1A1; DFS, Disease-free Survival; EWSR1, Ewing Sarcoma breakpoint region 1/EWS RNA binding protein 1; FLI1, Friend leukemia virus integration 1; GEO, Gene Expression Omnibus; GO, Gene Ontology; HCC, Hepatocellular carcinoma; HR, Hazard ratio; KEGG, Kyoto Encyclopedia of Genes and Genomes; mRNA, messenger Ribonucleic Acid; N, nodule; OS, Overall survival; PPI, Protein-Protein Interaction analysis; RNA, Ribonucleic Acid; SD, Standard Deviation; TCGA, The Cancer Genome Atlas; T, tumor; TNM, tumor-nodule-metastasis.Entities:
Keywords: EWSR1; Hepatocellular carcinoma; bioinformatics analysis; prognostic marker
Mesh:
Substances:
Year: 2021 PMID: 34612781 PMCID: PMC8806985 DOI: 10.1080/21655979.2021.1982844
Source DB: PubMed Journal: Bioengineered ISSN: 2165-5979 Impact factor: 3.269
Figure 1.EWSR1 expression between tumor and non-tumor liver tissues in HCC patients in TCGA (a) and GEO (b) datasets, and our cohort (c). Hematoxylin and eosin staining of HCC (left) and paratumoral, healthy (right) tissues (d). Positive immunohistochemical staining of EWSR1 in HCC (right), negative in paratumoral normal (left) tissue (e). Scale: 100 μm. Abbreviations: GEO, Gene Expression Omnibus; HCC, hepatocellular carcinoma; TCGA, The Cancer Genome Atlas
Correlation between EWSR1 expression and clinicopathological parameters of HCC patients in the TCGA cohort
| Characteristics | EWSR1 expression | ||
|---|---|---|---|
| High (n = 185) | Low (n = 184) | ||
| Histologic grade, n (%) | |||
| G1 | 17 (9.2) | 38 (20.7) | < 0.001 |
| G2 | 82 (44.3) | 95 (51.6) | |
| G3 | 77 (41.7) | 44 (23.9) | |
| G4 | 6 (3.2) | 5 (2.7) | |
| Not reported | 3(1.6) | 2(1.1) | |
| Pathologic_M, n (%) | |||
| M0 | 133 (71.9) | 131 (71.2) | 0.989 |
| M1 | 2 (1.1) | 2 (1.1) | |
| MX | 50 (27.0) | 51 (27.7) | |
| Pathologic_N, n (%) | |||
| N0 | 128 (69.2) | 122 (66.3) | 0.426 |
| N1 | 3 (1.6) | 1 (0.5) | |
| NX | 54 (29.2) | 61 (33.2) | |
| Pathologic_T, (%) | |||
| T1 | 78 (42.2) | 101 (54.9) | 0.026 |
| T2 | 50 (27.0) | 44 (23.9) | |
| T3 | 49 (26.5) | 31 (16.9) | |
| T4 | 8 (4.3) | 5 (2.7) | |
| TX | 0 (0.0) | 3(1.6) | |
| Days to death, mean (SD) | 560.73 (609.94) | 813.12 (753.01) | 0.039 |
| Sex, n (%) | |||
| Female | 65 (35.1) | 55 (29.9) | 0.335 |
| Male | 120 (64.9) | 129 (70.1) | |
| Race, n (%) | |||
| American Indian or Alaska native | 1 (0.5) | 1 (0.5) | 0.377 |
| Asian | 83 (44.9) | 74 (40.2) | |
| Black or African American | 9 (4.9) | 8 (4.4) | |
| Not reported | 2 (1.1) | 8 (4.4) | |
| White | 90 (48.6) | 93 (50.5) | |
| Vita status, n (%) | |||
| Alive | 107 (57.8) | 133 (72.3) | 0.007 |
| Dead | 78 (42.2) | 50 (27.2) | |
| Not Reported | 0 (0.0) | 1 (0.5) | |
| Age, mean (SD) | 58.94 (13.49) | 60.57 (13.30) | 0.246 |
| Tumor stage, n (%) | |||
| Not reported | 13 (7.0) | 11 (6.0) | 0.068 |
| Stage I | 73 (39.5) | 96 (52.2) | |
| Stage II | 44 (23.8) | 42 (22.8) | |
| Stage III | 53 (28.6) | 32 (17.4) | |
| Stage IV | 2 (1.1) | 3 (1.6) | |
Abbreviations: HCC, Hepatocellular carcinoma; M, metastasis; N, nodule; T, tumor; TCGA, The Cancer Genome Atlas.
Correlation between EWSR1 expression and clinicopathological parameters of HCC patients in our cohort
| Sex | 0.042 | 0.838 | ||
| Male | 58 (90.6) | 55 (91.7) | ||
| Female | 6 (9.4) | 5 (8.3) | ||
| Age, mean (SD) | 1.054 | 0.305 | ||
| ≤ 50 years | 15 (23.4) | 19 (31.7) | ||
| > 50 years | 49 (76.6) | 41 (68.3) | ||
| Tumor size | 2.939 | 0.230 | ||
| ≤ 2 cm | 6 (9.4) | 3 (5.0) | ||
| 2–5 cm | 28 (43.8) | 20 (33.3) | ||
| > 5 cm | 30 (46.9) | 37 (61.7) | ||
| Capsule invasion | 1.472 | 0.225 | ||
| No | 7 (10.9) | 3 (5.0) | ||
| Yes | 57 (89.1) | 57 (95.0) | ||
| Lymphovascular infiltration | 2.160 | 0.142 | ||
| No | 11 (17.2) | 5 (8.3) | ||
| Yes | 53 (82.8) | 55 (91.7) | ||
| Differentiation degree | 7.319 | 0.026 | ||
| Poor | 5 (7.8) | 15 (25.0) | ||
| Moderate | 56 (87.5) | 44 (73.3) | ||
| Good | 3 (4.7) | 1 (1.7) | ||
| Cirrhosis | 3.228 | 0.072 | ||
| No | 14 (21.9) | 6 (10.0) | ||
| Yes | 50 (78.1) | 54 (90.0) | ||
| T stage | 13.327 | 0.004 | ||
| T1 | 3 (4.7) | 2 (3.3) | ||
| T2 | 30 (46.9) | 15 (25.0) | ||
| T3 | 31 (48.4) | 35 (58.4) | ||
| T4 | 0 (0) | 8 (13.3) | ||
| N stage | 6.991 | 0.008 | ||
| N0 | 57 (89.1) | 42 (70.0) | ||
| N1 | 7 (10.9) | 18 (30.0) | ||
| TNM stage | 17.348 | 0.001 | ||
| I | 3 (4.7) | 2 (3.3) | ||
| II | 28 (43.7) | 9 (15.0) | ||
| III | 30 (46.9) | 35 (58.4) | ||
| IV | 3 (4.7) | 14 (23.3) | ||
| AFP expression | 42.701 | < 0.001 | ||
| Low | 47 (73.4) | 9 (15.0) | ||
| High | 17 (26.6) | 51 (85.0) | ||
| Ki67 expression | 16.814 | < 0.001 | ||
| Low | 37 (57.8) | 13 (21.7) | ||
| High | 27 (42.2) | 47 (78.3) | ||
| Recurrence | 0.176 | 0.675 | ||
| No | 16 (25.0) | 17 (28.3) | ||
| Yes | 48 (75.0) | 43 (71.7) | ||
| Death | 22.642 | < 0.001 | ||
| No | 41 (64.1) | 13 (21.7) | ||
| Yes | 23 (35.9) | 47 (78.3) | ||
Abbreviations: AFP, alpha-fetoprotein; HCC, Hepatocellular carcinoma; N, nodule; T, tumor; TNM; tumor-nodule-metastasis.
Figure 2.Comparison of the 5- and 10-year overall survival between EWSR1 high and low groups in The Cancer Genome Atlas (TCGA) dataset (a, b) and our cohort (c, d)
Univariate and multivariate Cox regression analyses of DFS in HCC patients
| Parameter | Univariate analysis | Multivariate analysis | ||
|---|---|---|---|---|
| HR (95% CI) | HR (95% CI) | |||
| Gender (vs. male) | 1.257 (0.544–2.901) | 0.592 | ||
| Age | 0.673 (0.430–1.053) | 0.083 | ||
| Tumor size | 1.348 (0.972–1.869) | 0.073 | ||
| Capsule invasion | 1.880 (0.809–4.366) | 0.142 | ||
| Lymphovascular infiltration | 1.662 (0.852–3.240) | 0.136 | ||
| Differentiation degree | 0.962 (0.576–1.605) | 0.882 | ||
| Cirrhosis | 1.710 (0.927–3.153) | 0.086 | ||
| T stage | 1.413 (1.016–1.966) | 0.040 | 1.184 (0.682–2.055) | 0.549 |
| N stage | 2.226 (1.303–3.800) | 0.003 | 1.498 (0.664–3.379) | 0.330 |
| TNM stage | 1.542 (1.142–2.081) | 0.005 | 1.121 (0.660–1.904) | 0.672 |
| AFP | 3.133 (1.962–5.002) | < 0.001 | 2.339 (1.330–4.111) | 0.003 |
| Ki67 | 1.417 (0.921–2.181) | 0.113 | ||
| EWSR1 overexpression | 3.177 (1.947–5.185) | < 0.001 | 1.654 (1.098–3.011) | 0.041 |
Abbreviations: AFP, alpha-fetoprotein; CI, coefficient interval; DFS, disease-free survival; HCC, Hepatocellular carcinoma; HR, hazard ratio; N, nodule; T, tumor; TNM; tumor-nodule-metastasis.
Univariate and multivariate Cox regression analyses of OS in HCC patients
| Parameter | Univariate analysis | Multivariate analysis | ||
|---|---|---|---|---|
| HR (95% CI) | HR (95% CI) | |||
| Gender (vs. male) | 3.513 (1.325–9.315) | 0.012 | ||
| Age | 0.938 (0.566–1.556) | 0.805 | ||
| Tumor size | 1.526 (1.017–2.290) | 0.041 | 0.769 (0.391–1.513) | 0.447 |
| Capsule invasion | 4.089 (0.995–16.808) | 0.051 | ||
| Lymphovascular Infiltration | 2.306 (0.990–5.369) | 0.053 | ||
| Differentiation degree | 0.454 (0.275–0.750) | 0.002 | 0.987 (0.525–1.856) | 0.967 |
| Cirrhosis | 1.748 (0.888–3.439) | 0.106 | ||
| T stage | 2.276 (1.479–3.502) | < 0.001 | 2.887 (1.374–6.065) | 0.005 |
| N stage | 4.043 (2.269–7.202) | < 0.001 | 3.626 (1.510–8.706) | 0.004 |
| TNM stage | 2.970 (1.972–4.473) | < 0.001 | 1.145 (0.644–2.036) | 0.645 |
| AFP | 5.825 (3.184–10.654) | < 0.001 | 2.715 (1.337–5.516) | 0.006 |
| Ki67 | 1.753 (1.055–2.911) | 0.030 | 0.932 (0.526–1.652) | 0.811 |
| EWSR1 overexpression | 5.914 (3.472–10.074) | < 0.001 | 3.492 (1.824–6.685) | < 0.001 |
Abbreviations: AFP, alpha-fetoprotein; CI, coefficient interval; HCC, Hepatocellular carcinoma; HR, hazard ratio; N, nodule; OS, overall survival; T, tumor; TNM; tumor-nodule-metastasis.
Figure 3.Protein-protein interaction network of EWSR1 (a). Gene ontology (GO) (b) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway (c) analyses of coexpressed genes of EWSR1.