| Literature DB >> 26314850 |
Yun-Miao Guo1,2, Ming-Xia Sun1,2, Jing Li3, Tong-Tong Liu1,2, Hang-Zhen Huang1,2, Jie-Rong Chen1,2, Wen-Sheng Liu1,2, Qi-Sheng Feng1,2, Li-Zhen Chen1,2, Jin-Xin Bei1,2, Yi-Xin Zeng1,2,4.
Abstract
Nasopharyngeal carcinoma (NPC) is a malignancy with high metastatic potential and loco-regional recurrence. The overall survival of NPC has been limited from further improvement partly due to the lack of effective biomarker for accurate prognosis prediction and precise treatments. Here, in light of the implication of CELF gene family in cancer prognosis, we selected 112 tagging single nucleotide polymorphisms (SNPs) located in six members of the family and tested their associations with the clinical outcomes in a discovery cohort of 717 NPC patients. Survival analyses under multivariate cox proportional hazards model and Kaplan-Meier curve revealed five promising SNPs, which were further validated in another independent sample of 1,520 cases. Combined analysis revealed that SNP rs3740194 in CELF2 was significantly associated with the decreased risk of death with a Hazard ratio (HR) of 0.69 (95% confidence interval [CI] = 0.58-0.82, codominant model). Moreover, rs3740194 also showed a significant association with superior metastasis-free survival (HR = 0.69, 95% CI = 0.57-0.83, codominant model). Taken together, our findings suggested that genetic variant of rs3740194 in CELF2 gene might be a valuable predictor for NPC prognosis, and potentially useful in the personalized treatment of NPC.Entities:
Keywords: CELF2; SNP; nasopharyngeal carcinoma; prognosis
Mesh:
Substances:
Year: 2015 PMID: 26314850 PMCID: PMC4694981 DOI: 10.18632/oncotarget.4870
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Characteristic of individuals with NPC in the discovery, validation and combined stages
| Characteristics | Discovery stage ( | Validation stage ( | Combined samples ( |
|---|---|---|---|
| N (%) | N (%) | N (%) | |
| Gender | |||
| Male | 525 (73.2) | 1127 (74.1) | 1652 (73.8) |
| Female | 192 (26.8) | 393 (25.9) | 585 (26.2) |
| Age, years | |||
| <50 | 295 (41.1) | 750 (49.3) | 1045 (46.7) |
| ≥50 | 422 (58.9) | 770 (50.7) | 1192 (53.3) |
| T-classification | |||
| T1-T2 | 256 (35.7) | 493 (32.4) | 749 (33.5) |
| T3-T4 | 461 (64.3) | 1027 (67.6) | 1488 (66.5) |
| N-classification | |||
| N1-N2 | 378 (52.7) | 822 (54.1) | 1200 (53.6) |
| N3-N4 | 339 (47.3) | 698 (45.9) | 1037 (46.4) |
| Overall stage | |||
| I-II | 149 (20.8) | 295 (19.4) | 444 (19.8) |
| III-IV | 568 (79.2) | 1225 (80.6) | 1793 (80.2) |
| Radiotherapy | |||
| 2D-RT | 614 (85.6) | 1099 (72.3) | 1713 (76.6) |
| 3D-RT | 103 (14.4) | 421 (27.7) | 524 (23.4) |
| Chemotherapy | |||
| No | 236 (32.9) | 397 (22.1) | 633 (28.3) |
| ICT | 315 (43.9) | 655 (43.1) | 970 (43.4) |
| CCT | 279 (38.9) | 760 (50.0) | 1039 (46.4) |
| ACT | 41 (5.72) | 53 (3.49) | 94 (4.20) |
| Death | 146 (20.4) | 186 (12.2) | 332 (14.8) |
| Metastasis | 96 (13.4) | 188 (12.4) | 284 (12.7) |
| Recurrence | 76 (10.6) | 138 (9.08) | 214 (9.57) |
N, number of patients; 2D-RT, 2-dimensional radiotherapy; 3D-RT, 3-dimensional radiotherapy; ICT, inducing chemotherapy; CCT, concurrent chemotherapy; ACT, adjuvant chemotherapy.
Association results for five candidate SNPs with NPC survival in the discovery, validation and combined stages
| SNP | Gene | Alleles | Stages | MAF | GENO | HWE | HR (95%CI) | FDR | |
|---|---|---|---|---|---|---|---|---|---|
| rs3740194 | G/A | ||||||||
| Discovery | 0.312 | 61/324/331 | 0.14 | 0.69 (0.52-0.90) | 0.007 | ||||
| Validation | 0.325 | 148/690/679 | 0.16 | 0.70 (0.55-0.89) | 0.003 | ||||
| Combined | 0.321 | 209/1014/1010 | 0.05 | 0.69 (0.58-0.82) | 4.16 × 10−5 | 0.005 | |||
| rs11257025 | A/G | ||||||||
| Discovery | 0.101 | 5/134/576 | 0.53 | 1.66 (1.18-2.33) | 0.003 | ||||
| Validation | 0.112 | 14/312/1192 | 0.24 | 1.12 (0.82-1.53) | 0.470 | ||||
| Combined | 0.108 | 19/446/1768 | 0.13 | 1.31 (1.04-1.64) | 0.020 | 0.747 | |||
| rs7094118 | A/G | ||||||||
| Discovery | 0.295 | 60/301/353 | 0.79 | 1.41 (1.11-1.80) | 0.005 | ||||
| Validation | 0.299 | 132/644/743 | 0.67 | 0.87 (0.69-1.09) | 0.230 | ||||
| Combined | 0.298 | 192/945/1096 | 0.58 | 1.08 (0.91-1.27) | 0.383 | 1.000 | |||
| rs7234088 | G/A | ||||||||
| Discovery | 0.139 | 8/182/525 | 0.08 | 0.64 (0.43-0.95) | 0.029 | ||||
| Validation | 0.123 | 22/329/1167 | 0.91 | 0.75 (0.54-1.04) | 0.087 | ||||
| Combined | 0.128 | 30/511/1692 | 0.25 | 0.71 (0.55-0.91) | 0.008 | 0.448 | |||
| rs1786814 | A/G | ||||||||
| Discovery | 0.086 | 4/115/597 | 0.81 | 0.50 (0.29-0.84) | 0.009 | ||||
| Validation | 0.070 | 7/200/1311 | 1.00 | 1.12 (0.76-1.64) | 0.583 | ||||
| Combined | 0.075 | 11/315/1908 | 0.76 | 0.80 (0.59-1.10) | 0.170 | 1.000 |
Minor allele/major allele.
Minor homozygote/heterozygote/major homozygote.
Under codominant model.
Benjamini-Hochberg correction for multiple testing. MAF, minor allele frequency; HWE, Hardy-Weinberg equilibrium; HR, Hazard Ratio, adjusted for gender, age, tumor stage, and treatment; CI, confidence interval.
Univariate analysis of prognostic factors associated with NPC prognosis
| Variables | OS | DMFS | LRRFS | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Deaths (%) | HR (95% CI) | Metastases (%) | HR (95% CI) | Recurrences (%) | HR (95% CI) | ||||
| Gender | |||||||||
| Female | 55 (9.40) | 1 | 5.97 × 10−6 | 53 (9.06) | 1 | 0.001 | 41 (7.01) | 1 | 0.005 |
| Male | 277 (16.8) | 1.95 (1.46–2.61) | 231 (14.0) | 1.65 (1.22–2.22) | 173 (10.5) | 1.63 (1.16–2.30) | |||
| Age (years) | |||||||||
| <50 | 105 (10.0) | 1 | 2.77 × 10−7 | 122 (11.7) | 1 | 0.262 | 100 (9.57) | 1 | 0.833 |
| ≥50 | 227 (19.0) | 1.83 (1.46–2.31) | 162 (13.6) | 1.14 (0.90–1.45) | 114 (9.56) | 0.97 (0.74–1.27) | |||
| T status | |||||||||
| T1-T2 | 71 (9.48) | 1 | 3.86 × 10−7 | 73 (9.75) | 1 | 0.002 | 77 (10.3) | 1 | 0.636 |
| T3-T4 | 261 (17.5) | 1.97 (1.52–2.57) | 211 (14.2) | 1.52 (1.16–1.98) | 137 (9.21) | 0.93 (0.71–1.24) | |||
| N status | |||||||||
| N1-N2 | 138 (11.5) | 1 | 2.84 × 10−7 | 118 (9.83) | 1 | 3.28 × 10−6 | 110 (9.17) | 1 | 0.208 |
| N3-N4 | 194 (18.7) | 1.77 (1.42–2.20) | 166 (16.0) | 1.75 (1.38–2.22) | 104 (10.0) | 1.19 (0.91-1.55) | |||
| Overall stage | |||||||||
| I-II | 31 (6.98) | 1 | 1.95 × 10−7 | 30 (6.76) | 1 | 2.15 × 10−5 | 45 (10.1) | 1 | 0.949 |
| III-IV | 301 (16.8) | 2.67 (1.84–3.86) | 254 (14.2) | 2.27 (1.56–3.32) | 169 (9.43) | 1.01 (0.73–1.40) | |||
| Radiotherapy | |||||||||
| 2D-RT | 272 (15.9) | 1 | 0.203 | 231 (13.5) | 1 | 0.147 | 157 (9.17) | 1 | 0.042 |
| 3D-RT | 60 (11.5) | 0.83 (0.63–1.10) | 53 (10.1) | 0.80 (0.59–1.08) | 57 (10.9) | 1.37 (1.01–1.86) | |||
| Chemotherapy | |||||||||
| No | 85 (13.4) | 1 | 55 (8.69) | 1 | 71 (11.2) | 1 | 0.326 | ||
| ICT | 166 (17.1) | 1.41 (1.14–1.75) | 0.002 | 142 (14.6) | 1.38 (1.09–1.74) | 0.007 | 96 (9.90) | 1.15 (0.87–1.50) | |
| CCT | 140 (13.5) | 0.96 (0.77–1.19) | 0.712 | 132 (12.7) | 1.07 (0.85–1.35) | 0.564 | 93 (8.95) | 0.99 (0.75–1.29) | 0.913 |
| ACT | 20 (21.3) | 1.49 (0.95–2.35) | 0.083 | 16 (17.0) | 1.39 (0.84–2.30) | 0.201 | 8 (8.51) | 0.90 (0.44–1.82) | 0.764 |
| AA | 181 (17.9) | 1 | 158 (15.6) | 1 | 105 (8.91) | 1 | |||
| AG | 132 (13.0) | 0.70 (0.56–0.87) | 0.002 | 107 (10.6) | 0.65 (0.51–0.83) | 5.05 × 10−4 | 90 (8.88) | 0.82 (0.62–1.09) | 0.164 |
| GG | 19 (9.09) | 0.70 (0.55–0.89) | 0.003 | 19 (9.09) | 0.75 (0.59–0.95) | 0.018 | 19 (9.09) | 0.93 (0.73–1.18) | 0.538 |
| AG+GG | 151 (12.3) | 0.66 (0.53–0.82) | 1.78 × 10−4 | 126 (10.3) | 0.63 (0.50–0.80) | 1.21 × 10−4 | 109 (8.91) | 0.82 (0.63–1.08) | 0.159 |
OS, Overall Survival; DMFS, Distant Metastasis-Free Survival; LRRFS, Loco-Regional Recurrence-Free Survival; 2D-RT, 2-dimensional radiotherapy; 3D-RT, 3-dimensional radiotherapy; ICT, inducing chemotherapy; CCT, concurrent chemotherapy; ACT, adjuvant chemotherapy; HR, Hazard Ratio, derived from COX proportional hazards model; CI, confidence interval.
Figure 1Kaplan–Meier survival analysis of rs3740194 in the discovery, validation and combined samples
A. Kaplan–Meier plots of overall survival in NPC patients; B. Kaplan–Meier plots of distant metastasis-free survival in NPC patients; C. Kaplan–Meier plots of loco-regional recurrence-free survival in NPC patients. P values were derived from log-rank tests.
Multivariate analysis of prognostic factors associated with NPC prognosis
| Variables | OS | DMFS | LRRFS | |||
|---|---|---|---|---|---|---|
| HR (95% CI) | HR (95% CI) | HR (95% CI) | ||||
| Gender (male vs. female) | 1.95 (1.45–2.61) | 7.68 × 10−6 | 1.65 (1.22–2.23) | 0.001 | 1.61 (1.14–2.27) | 0.007 |
| Age (≥ vs. < 50 years) | 1.85 (1.47–2.34) | 2.33 × 10−7 | 1.15 (0.90–1.45) | 0.262 | 0.98 (0.75–1.29) | 0.906 |
| T status (T3-T4 vs. T1-T2) | 1.88 (1.43–2.47) | 6.12 × 10−6 | 1.40 (1.06–1.84) | 0.018 | 0.92 (0.68–1.23) | 0.560 |
| N status (N2-N3 vs. N0-N1) | 1.77 (1.41–2.21) | 8.68 × 10−7 | 1.66 (1.30–2.12) | 4.99 × 10−5 | 1.22 (0.92–1.62) | 0.162 |
| Radiotherapy (3D-RT vs. 2D-RT) | 0.94 (0.70–1.27) | 0.691 | 0.82 (0.60–1.12) | 0.206 | 1.39 (1.01–1.92) | 0.045 |
| Inducing chemotherapy (Yes vs. No) | 1.04 (0.82–1.30) | 0.758 | 1.11 (0.87–1.43) | 0.404 | 1.08 (0.81–1.45) | 0.590 |
| Concurrent chemotherapy (Yes vs. No) | 0.85 (0.67–1.08) | 0.177 | 1.00 (0.77–1.29) | 0.990 | 0.89 (0.67–1.20) | 0.459 |
| Adjuvant chemotherapy (Yes vs. No) | 1.36 (0.86–2.17) | 0.192 | 1.24 (0.74–2.07) | 0.416 | 0.89 (0.43–1.82) | 0.744 |
| 1.44 (1.15–0.81) | 0.001 | 1.55 (1.21–1.99) | 4.45 × 10−4 | 1.22 (0.92–1.62) | 0.167 | |
| 1.46 (1.15–1.86) | 1.21 × 10−4 | 1.36 (1.07–1.73) | 0.012 | 1.12 (0.87–1.43) | 0.374 | |
| 1.53 (1.23–1.89) | 1.30 × 10−4 | 1.60 (1.26–2.02) | 8.87 × 10−5 | 1.21 (0.93–1.59) | 0.156 | |
OS, Overall Survival; DMFS, Distant Metastasis-Free Survival; LRRFS, Loco-Regional Recurrence-Free Survival; 2D-RT, 2-dimensional radiotherapy; 3D-RT, 3-dimensional radiotherapy; HR, Hazard Ratio, derived from COX proportional hazards model; CI, confidence interval.
Analysis on the association between rs3740194 genotype and NPC prognosis stratified by treatment modality
| RT | CRT | rs3740194 | OS | DMFS | LRRFS | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| AA (%) | AG (%) | GG (%) | HR (95% CI) | HR (95% CI) | HR (95% CI) | |||||
| 2D | No | 235 (45.1) | 240 (46.1) | 46 (8.80) | 1.88 (1.27–2.81) | 0.002 | 1.91 (1.16–3.17) | 0.012 | 1.07 (0.69–1.65) | 0.761 |
| 2D | ICT | 329 (43.7) | 342 (45.4) | 82 (10.9) | 1.17 (0.90–1.51) | 0.247 | 1.26 (0.95–1.67) | 0.105 | 1.40 (0.96–2.04) | 0.078 |
| 2D | CCT | 300 (44.8) | 308 (46.0) | 62 (9.20) | 1.60 (1.13–2.26) | 0.007 | 1.39 (0.99–1.96) | 0.056 | 1.24 (0.83–1.85) | 0.296 |
| 2D | ACT | 36 (47.4) | 38 (50.0) | 2 (2.60) | 1.60 (0.65–3.93) | 0.310 | 1.64 (0.61–4.41) | 0.329 | 0.55 (0.12–2.59) | 0.446 |
| 3D | No | 54 (48.2) | 49 (43.8) | 9 (8.00) | 1.58 (0.41–6.07) | 0.502 | 1.34 (0.35–5.09) | 0.670 | 1.24 (0.56–2.72) | 0.596 |
| 3D | ICT | 99 (45.6) | 97 (44.7) | 21 (9.70) | 1.67 (0.90–3.12) | 0.104 | 1.92 (0.90–4.10) | 0.092 | 0.91 (0.53–1.58) | 0.748 |
| 3D | CCT | 178 (48.2) | 159 (43.1) | 32 (8.70) | 1.52 (0.95–2.46) | 0.084 | 1.77 (1.04–3.01) | 0.035 | 0.89 (0.52–1.53) | 0.681 |
| 3D | ACT | 9 (50.0) | 8 (44.4) | 1 (5.60) | N/A | 0.999 | N/A | 1.000 | N/A | 1.000 |
| 0.660 | 0.854 | 0.811 | ||||||||
Codominant model; adjusted for gender, age, and tumor stage. OS, Overall Survival; DMFS, Distant Metastasis-Free Survival; LRRFS, Loco-Regional Recurrence-Free Survival; RT, Radiotherapy; CRT, Chemoradiotherapy; 2D, 2-dimensional; 3D, 3-dimensional; ICT, inducing chemotherapy; CCT, concurrent chemotherapy; ACT, adjuvant chemotherapy; HR, Hazard Ratio; CI, confidence interval.