| Literature DB >> 29581758 |
Chen Chen1,2, Jing-Bo Wu3, Hao Jiang4, Jin Gao5, Jia-Xin Chen6, Chang-Chuan Pan7, Lu-Jun Shen2,8, Yu Chen3, Hui Chang1,2, Ya-Lan Tao1,2, Xiao-Hui Li1,2, Pei-Hong Wu2,8, Yun-Fei Xia1,2.
Abstract
Background: To establish a prognostic score based on clinical routine factors to stratify nasopharyngeal carcinoma patients with bone metastasis into risk groups with different survival rates. Materials andEntities:
Keywords: Prognostic score; bone metastasis; multicenter.; nasopharyngeal carcinoma; validation
Year: 2018 PMID: 29581758 PMCID: PMC5868144 DOI: 10.7150/jca.22663
Source DB: PubMed Journal: J Cancer ISSN: 1837-9664 Impact factor: 4.207
Fig 1The population and design of study. Individual variables were the variables we listed in the Table 1. Abbreviations: NPC: nasopharyngeal carcinoma; M: metastasis; DLN: distant lymph node; BM: bone metastasis; OS: overall survival.
The baseline characteristics of patients in three cohorts and univariate analyses of 5-year overall survival in development cohort
| Characters | Development cohort | External validation cohort 1 | External validation cohort 2 | ||||
|---|---|---|---|---|---|---|---|
| N (%) | D5-y OS (R%) | Uni-P5-y OS | N (%) | P1 | N (%) | P2 | |
| Median (range) | 46 (11-73) | 47 (21-66) | 51 (16-72) | ||||
| ≤46 | 67 (55.8) | 34 (50.7) | 0.017 | 28 (45.9) | 0.440 | 35 (36.8) | 0.006 |
| >46 | 53 (44.2) | 38 (71.7) | 33 (54.1) | 60 (63.2) | |||
| Male | 104(86.7) | 64 (61.5) | 0.366 | 51 (83.6) | 0.929 | 75 (78.9) | 0.132 |
| Female | 16 (13.3) | 8 (50.0) | 10 (16.4) | 20 (21.1) | |||
| ≤80 | 69 (57.5) | 42 (60.9) | 0.493 | 30 (49.2) | 0.869 | 41 (43.2) | 0.775 |
| >80 | 51 (42.5) | 30 (58.8) | 31 (50.8) | 33 (34.7) | |||
| unknown | NA | NA | NA | 21 (22.1) | |||
| T1 | 22 (18.3) | 14 (63.6) | 0.238 | 10 (16.4) | 0.507 | 4 (4.2) | <0.001 |
| T2 | 31 (25.8) | 15 (48.4) | 13 (21.3) | 23 (24.2) | |||
| T3 | 56 (46.7) | 36 (64.3) | 19 (31.1) | 40 (42.1) | |||
| T4 | 11 (9.2) | 7 (63.6) | 19 (31.2) | 28 (29.5) | |||
| N0 | 17 (14.2) | 7 (41.2) | 0.085 | 10 (16.4) | 0.094 | 5 (5.3) | 0.090 |
| N1 | 41 (34.2) | 24 (58.5) | 20 (32.8) | 28 (29.5) | |||
| N2 | 37 (30.8) | 25 (67.6) | 19 (31.1) | 40 (42.1) | |||
| N3 | 25 (20.8) | 16 (64.0) | 12 (19.7) | 22 (23.1) | |||
| ≤10 | 103(85.8) | 60 (58.3) | 0.011 | 57 (93.4) | 0.628 | 86 (90.5) | 0.295 |
| >10 | 17 (14.2) | 12 (70.6) | 4 (6.6) | 9 (9.5) | |||
| ≤130*/120▲ | 49 (40.8) | 38 (77.6) | <0.001 | 15 (24.6) | 0.967 | 49 (51.6) | 0.116 |
| >130*/120▲ | 71 (59.2) | 34 (47.9) | 46 (75.4) | 46 (48.4) | |||
| ≤300 | 88 (73.3) | 50 (56.8) | 0.225 | 48 (78.7) | 0.307 | 80 (84.2) | 0.055 |
| >300 | 32 (26.7) | 22 (68.8) | 13 (21.3) | 15 (15.8) | |||
| ≤245 | 80 (66.7) | 45 (56.3) | 0.015 | 41 (67.2) | 0.415 | 27 (28.4) | 0.205 |
| >245 | 40 (33.3) | 27 (67.5) | 20 (32.8) | 21 (22.1) | |||
| unknown | NA | NA | NA | 47 (49.5) | |||
| ≤110 | 87 (72.5) | 51 (58.6) | 0.548 | 42 (68.9) | 0.325 | 56 (58.9) | 0.856 |
| >110 | 33 (27.5) | 21 (63.6) | 12 (19.7) | 20 (21.1) | |||
| unknown | NA | NA | NA | 19 (20.0) | |||
| ≤1:320 | 56 (46.7) | 31 (55.4) | 0.253 | 29 (47.6) | 0.421 | NA | NA |
| >1:320 | 24 (20.0) | 17 (70.8) | 16 (26.2) | NA | |||
| Unknown | 40 (33.3) | 24 (60.0) | 16 (26.2) | 95 (100) | |||
| ≤1:40 | 57 (47.5) | 32 (56.1) | 0.602 | 31 (50.8) | 0.202 | NA | NA |
| >1:40 | 23 (19.2) | 16 (69.6) | 14 (23.0) | NA | |||
| Unknown | 40 (33.3) | 24 (60.0) | 16 (26.2) | 95 (100) | |||
| >12 | 33 (27.5) | 17 (51.5) | 0.005 | 16 (26.2) | 0.753 | 31 (32.6) | 0.414 |
| ≤12 | 87 (72.5) | 55 (63.2) | 45 (73.8) | 64 (67.4) | |||
| Solitary | 30 (25.0) | 14 (46.7) | 0.045 | 15 (24.6) | 0.253 | 47 (49.5) | <0.001 |
| Oligo-loci | 41 (34.2) | 25 (61.0) | 22 (36.1) | 37 (38.9) | |||
| Multi-loci | 49 (40.8) | 33 (67.3) | 24 (39.3) | 11 (11.6) | |||
| Solitary | 22 (18.4) | 9 (40.9) | 0.072 | 10 (16.4) | 0.019 | 30 (31.6) | <0.001 |
| Oligo-numb | 19 (15.8) | 10 (52.6) | 12 (19.7) | 41 (43.1) | |||
| Multi-numb | 79 (65.8) | 53 (67.1) | 39 (63.9) | 24 (25.3) | |||
| Upper side | 26 (21.7) | 12 (46.2) | 0.017 | 13 (21.3) | 0.924 | 39 (41.1) | 0.002 |
| Lower side | 19 (15.8) | 7 (36.8) | 8 (13.1) | 18 (18.9) | |||
| Both sides | 75 (62.5) | 53 (70.7) | 40 (65.6) | 38 (40.0) | |||
| Yes | 28 (23.3) | 16 (57.1) | 0.479 | 11 (18.0) | 0.881 | 31 (32.6) | 0.129 |
| No | 92 (76.7) | 56 (60.9) | 50 (82.0) | 64 (67.4) | |||
| Yes | 96 (80.0) | 55 (57.3) | <0.001 | 46 (75.4) | 0.354 | 87 (91.6) | 0.018 |
| No | 24 (20.0) | 17 (70.8) | 15 (24.6) | 8 (8.4) | |||
| Yes | 44 (36.7) | 20 (45.5) | <0.001 | 19 (31.1) | 0.224 | 52 (54.7) | 0.008 |
| No | 76 (63.3) | 52 (68.4) | 42 (68.9) | 43 (45.3) | |||
| Yes | 57 (47.5) | 36 (63.2) | 0.944 | 29 (47.5) | 0.669 | 44 (46.3) | 0.863 |
| No | 63 (52.5) | 36 (57.1) | 32 (52.5) | 51 (53.7) | |||
Footnote: *for male; ▲for female; NA=none available. D5-y OS is the number of patients died from any causes within 5 years; R% is the rate of death; Uni-P5-y OS is the P value of univariate analysis of 5-year overall survival; P1 is the P value of Χ2 test for the comparison of variables distribution between development cohort and external validation cohort 1; P2 is the P value of Χ2 test for the comparison of variables distribution between development cohort and external validation cohort 2.
Abbreviations: KPS: Karnosky performance score; UICC: International Union Against Cancer; BMFI: bone metastasis free interval; RT: radiotherapy; numb: number.
Multivariate analysis of 5-year overall survival and internal validation by bootstrapping in development cohort
| Variables in the equation | Multivariate analysis by Cox regression | Internal validation by bootstrap method | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| B | SE | Wald | df | Significance | Exp (B) | 95% CI for Exp (B) | Point | B | Bias | Standard | Significance | 95% CI | ||||
| Lower | Upper | Lower | Upper | |||||||||||||
| ≤46 vs. >46 | 0.655 | 0.259 | 6.391 | 1 | 0.011 | 1.926 | 1.159 | 3.200 | 0, 1 | 0.638 | 0.007 | 0.325 | 0.037 | 0.025 | 1.332 | |
| N0 vs. N>0 | 1.120 | 0.426 | 6.926 | 1 | 0.008 | 3.065 | 1.331 | 7.058 | 0, 2 | 1.106 | 0.082 | 0.632 | 0.046 | 0.007 | 2.575 | |
| >130*/120▲vs. ≤130*/120▲ | 1.429 | 0.273 | 27.336 | 1 | <0.001 | 4.174 | 2.443 | 7.132 | 0, 2 | 1.479 | 0.105 | 0.378 | 0.001 | 0.912 | 2.394 | |
| >12 vs. ≤12 | 0.943 | 0.331 | 8.137 | 1 | 0.004 | 2.569 | 1.343 | 4.912 | 0, 1 | 0.984 | 0.086 | 0.401 | 0.009 | 0.332 | 1.980 | |
| Yes vs. No | 0.929 | 0.323 | 8.292 | 1 | 0.004 | 2.532 | 1.345 | 4.766 | 0, 1 | 0.934 | 0.075 | 0.446 | 0.019 | 0.193 | 1.895 | |
| Yes vs. No | 0.746 | 0.316 | 5.561 | 1 | 0.018 | 2.108 | 1.134 | 3.919 | 0, 1 | 0.850 | 0.040 | 0.398 | 0.024 | 0.169 | 1.665 | |
Footnote: *for male; ▲for female.
Abbreviations: UICC: International Union Against Cancer; BMFI: bone metastasis free interval; RT: radiotherapy.
Fig 25-year overall survival curves of different risk groups in three cohorts. Fig. 2A for development cohort, Fig. 2B for external validation cohort 1, and Fig. 2C for external validation cohort 2. P values were shown in each figure. The annual number of patients in low and high risk groups was listed under the figures. Patients in high risk group had shorter median survival time, lower 5-year survival rates, and higher hazard ratios than that in low risk group in all three cohorts. The corresponding results were present in the tables below each figure. P<0.05 was considered statistical significance. Abbreviations: L: low risk group; H: high risk group; SR: survival rate; HR: hazard ratio.
Risk factors distributions of three cohorts in low and high risk groups
| Factors | Low risk group (score, 0-4) | High risk group (score, 5-8) | ||||||
|---|---|---|---|---|---|---|---|---|
| Development cohort (N=55) | External validation cohort 1 (N=31) | External validation cohort 2 (N=42) | P1 | Development cohort (N=65) | External validation cohort 1 (N=30) | External validation cohort 2 (N=53) | P2 | |
| N (%) | N (%) | N (%) | N (%) | N (%) | N (%) | |||
| ≤46 | 41 (74.5) | 21 (67.7) | 21 (50.0) | 0.040 | 26 (40.0) | 7 (23.3) | 14 (26.4) | 0.156 |
| >46 | 14 (25.5) | 10 (32.3) | 21 (50.0) | 39 (60.0) | 23 (76.7) | 39 (73.6) | ||
| N0 | 16 (29.1) | 9 (29.0) | 5 (11.9) | 0.099 | 1 (1.5) | 1 (3.3) | 0 (0.0) | 0.443 |
| N>0 | 39 (70.9) | 22 (71.0) | 37 (88.1) | 64 (98.5) | 29 (96.7) | 53 (100.0) | ||
| >130*/120▲ | 46 (83.6) | 30 (96.8) | 36 (85.7) | 0.191 | 25 (38.5) | 16 (53.3) | 10 (18.9) | 0.004 |
| ≤130*/120▲ | 9 (16.4) | 1 (3.2) | 6 (14.3) | 40 (61.5) | 14 (46.7) | 43 (81.1) | ||
| >12 | 23 (41.8) | 13 (41.9) | 22 (52.4) | 0.532 | 10 (15.4) | 3 (10.0) | 9 (17.0) | 0.683 |
| ≤12 | 32 (58.2) | 18 (58.1) | 20 (47.6) | 55 (84.6) | 27 (90.0) | 44 (83.0) | ||
| Yes | 52 (94.5) | 31 (100.0) | 41 (97.6) | 0.357 | 44 (67.7) | 15 (50.0) | 46 (86.8) | 0.001 |
| No | 3 (5.5) | 0 (0.0) | 1 (2.4) | 21 (32.3) | 15 (50.0) | 7 (13.2) | ||
| Yes | 33 (60.0) | 18 (58.1) | 30 (71.4) | 0.403 | 11 (16.9) | 1 (3.3) | 22 (41.5) | <0.001 |
| No | 22 (40.0) | 13 (41.9) | 12 (28.6) | 54 (83.1) | 29 (96.7) | 31 (58.5) | ||
Footnote: *for male; ▲for female. P1 is the P value of Χ2 test for the comparison of factors distributions among three cohort in low risk group; P2 is the P value of Χ2 test for the comparison of factors distributions among three cohort in high risk group.
Abbreviations: BMFI: bone metastasis free interval; RT: radiotherapy.
Interconnections between each other of six prognostic factors
| Χ2 value | Age | UICC N stage | HGB | BMFI | Primary site RT | First metastasis site RT | |
|---|---|---|---|---|---|---|---|
| P value | |||||||
| 3.388 | 0.058 | 3.548 | 4.089 | 2.860 | |||
| 0.112 | 1.069 | 0.603 | 0.840 | 2.259 | |||
| 0.853 | 0.426 | 1.103 | 1.043 | 0.614 | |||
| 0.067 | 0.558 | 0.307 | 5.528 | 14.257 | |||
| 0.065 | 0.519 | 0.357 | 0.021 | 13.645 | |||
| 0.127 | 0.175 | 0.448 | <0.001 | <0.001 | |||
Footnote: Abbreviations: BMFI: bone metastasis free interval; RT: radiotherapy.
Details comparisons between previous studies from others and our present study
| Author | Year of case | Metastasis type | Patients number | Statistical method | Validation | Risk factors | Definition | Point | Group | Score | Survival |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1994-1999 | All sites | 220 | Cox proportion hazards model | No | ECOG | ≥2 | 4 | Good risk | 0-6 | Median survival | |
| HGB | <12g/L | 4 | |||||||||
| Metastasis time | at initial diagnosis | 1 | Intermediate risk | 7-10 | Median survival | ||||||
| Disease-free interval | <6 months | 4 | |||||||||
| Metastasis site | Liver | 2 | Poor risk | ≥11 | Median survival | ||||||
| Lung | 2 | ||||||||||
| 2000-2009 | Liver | 85 | Cox proportional hazards model | No | KPS | ≤70 />70 | 3-year OS(%) 0.0/16.2 | ||||
| LDH | ≥245/<245U/L | 3-year OS(%) 9.3/22.6 | |||||||||
| RT of primary tumor | No/Yes | 3-year OS(%) 5.7/28.1 | |||||||||
| Cycles of CT | (1-5) vs. ≥6 | 3-year OS(%) 8.6/18.6 | |||||||||
| Response to CT | No/Yes | 3-year OS(%) 0.0/19.2 | |||||||||
| 1982-2000 | Lung | 198 | Cox proportional hazards regression model | No | Age | >45 year-old | 1 | Low risk | 0-1 | 5-year OS 60% | |
| T stage | T3-4 | 1 | |||||||||
| N stage | N2-3 | 1 | Intermediate risk | 2-3 | 5-year OS 30% | ||||||
| Bilateral metastases | Yes | 1 | |||||||||
| Secondary metastases | Yes | 1 | High risk | 4-8 | 5-year OS 7% | ||||||
| Disease-free interval | ≤24 months | 1 | |||||||||
| 1998-2000 | Bone | 116 | Cox proportional hazards regression models | No | Age | >40 year-old | 1 | Low risk | 0-2 | Median survival 49.5 months | |
| Local recurrence | Yes | 1 | |||||||||
| subsequent metastasis | Yes | 1 | High risk | 3-4 | Median survival 19.4 months | ||||||
| Disease-free interval | >24 months | 1 | |||||||||
| 1995-2007 | Bone | 276 | Cox proportional hazards regression models, and bootstrapping method | Yes | Age | >46 year-old | 1 | Low risk | 0-4 | 5-year OS 58.2% | |
| Anemia | Yes | 2 | |||||||||
| N stage | N>0 | 2 | |||||||||
| Bone metastasis free interval | ≤12 months | 1 | High risk | 5-8 | 5-year OS 24.6% | ||||||
| RT to primary sites | No | 1 | |||||||||
| RT to first metastasis sites | No | 1 |
Footnote: Abbreviations: ECOG: Eastern Cooperative Oncology Group, HGB: hemoglobin, KPS: Karnosky performance score, LDH: lactate dehydrogenase, RT: radiotherapy, CT: chemotherapy, OS: overall survival.