| Literature DB >> 31186781 |
Zihan Xu1, Qiao Yang1, Xiewan Chen2, Linpeng Zheng1, Luping Zhang1, Yongxin Yu1, Mingjing Chen1, Qiai You1, Jianguo Sun1.
Abstract
The prognosis of non-small cell lung cancer (NSCLC) is poor, particularly for patients with metastatic disease. Numerous efforts have been made to improve the prognosis of these patients; however, only a small number of studies have explored the occurrence rate and prognostic value of different patterns of distant metastasis (DM) in NSCLC systematically. To investigate these, information from patients diagnosed with NSCLC between 2010 and 2014 was collected from the Surveillance, Epidemiology and End Results database. Survival rate comparisons were performed using Kaplan-Meier analysis and log-rank tests. A Cox proportional hazard model was established to determine factors associated with improved overall survival (OS) and cancer-specific survival (CSS). The present study revealed that the most common site of single metastasis occurrence was bone, and the least common was the liver for NSCLC. As for multi-site metastases, the most common two-site metastasis involved bone and lung, and the most common three-site metastasis involved bone, liver and lung. As for NSCLC subtypes, large cell carcinoma (LCC) exhibited more specific metastatic features. The most common single metastatic site was the brain for patients with LCC, and the most common two-site metastatic combination was bone and liver. Patients with isolated liver metastasis exhibited the worst OS and CSS among patients with single metastasis. Furthermore, for patients with multi-site metastases, metastases involving the liver were associated with the worst OS and CSS among various combinations. To the best of our knowledge, the present study is the first to investigate the occurrence rate and prognostic value of different metastatic patterns of site-specific DM for NSCLC using a large population-based dataset. The findings of the present study may have vital implications for classifying patients with advanced NSCLC, thus laying a foundation for individualized precise treatment.Entities:
Keywords: Surveillance Epidemiology and End Results; histological subtype; metastatic pattern; non-small cell lung cancer; prognosis
Year: 2019 PMID: 31186781 PMCID: PMC6507334 DOI: 10.3892/ol.2019.10225
Source DB: PubMed Journal: Oncol Lett ISSN: 1792-1074 Impact factor: 2.967
Figure 1.Flowchart of patient selection based on the SEER database. NSCLC, non-small cell lung cancer; SEER, Surveillance, Epidemiology and End Results.
Patient characteristics, stratified by presence of metastases at time of diagnosis.
| Characteristic | No metastases at diagnosis, n=56,676 (%) | Metastases at diagnosis, n=51,788 (%) | P-value |
|---|---|---|---|
| Age (years) | <0.001 | ||
| <50 | 2,419 (4.27) | 3,020 (5.83) | |
| ≥50 | 54,257 (95.73) | 48,768 (94.17) | |
| Sex | <0.001 | ||
| Male | 27,863 (49.16) | 28,364 (54.77) | |
| Female | 28,813 (50.84) | 23,424 (45.23) | |
| Ethnicity | <0.001 | ||
| Caucasian | 46,098 (81.34) | 39,986 (77.21) | |
| African descent | 6,441 (11.36) | 6,964 (13.45) | |
| Others | 4,137 (7.30) | 4,838 (9.34) | |
| T stage | <0.001 | ||
| T0, T1, T2 | 37,435 (66.05) | 17,341 (33.48) | |
| T3, T4 | 16,585 (29.27) | 28,142 (54.34) | |
| TX | 2,656 (4.69) | 6,305 (12.17) | |
| N stage | <0.001 | ||
| N0 | 32,690 (57.68) | 12,543 (24.22) | |
| N positive | 23,047 (40.67) | 36,311 (70.12) | |
| NX | 939 (1.66) | 2,934 (5.67) | |
| Tumor grade | <0.001 | ||
| I | 6,385 (11.27) | 1,379 (2.66) | |
| II | 16,862 (29.75) | 6,561 (12.67) | |
| III | 16,913 (29.84) | 13,090 (25.28) | |
| IV | 597 (1.05) | 545 (1.05) | |
| Unknown | 15,919 (28.09) | 30,213 (58.34) | |
| Histology | <0.001 | ||
| AD | 30,592 (53.98) | 36,942 (71.33) | |
| SQCC | 21,399 (37.76) | 12,150 (23.46) | |
| ASC | 1,110 (1.96) | 836 (1.61) | |
| LCC | 1,158 (2.04) | 1,390 (2.68) | |
| Others | 2,417 (4.26) | 470 (0.91) | |
| Chemotherapy | <0.001 | ||
| Yes | 21,141 (37.30) | 27,966 (54.00) | |
| No/Unknown | 35,535 (62.70) | 23,822 (46.00) | |
| Radiotherapy | <0.001 | ||
| Yes | 21,167 (37.35) | 22,658 (43.75) | |
| No/Unknown | 35,509 (62.65) | 29,130 (56.25) | |
| Surgery | <0.001 | ||
| Yes | 27,789 (49.03) | 1,923 (3.71) | |
| No/Unknown | 28,887 (50.97) | 49,865 (96.28) |
AD, adenocarcinoma; ASC, adenosquamous carcinoma; LCC, large cell carcinoma; N, node; SQCC, squamous cell carcinoma; T, tumor.
Clinical features and metastatic sites.
| Liver metastasis (%) | Brain metastasis (%) | Bone metastasis (%) | Lung metastasis (%) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Characteristic | No | Yes | P-value | No | Yes | P-value | No | Yes | P-value | No | Yes | P-value |
| Age (years) | 0.246 | <0.001 | 0.002 | 0.003 | ||||||||
| <50 | 1,859 (78.51) | 509 (21.49) | 1,331 (56.21) | 1,037 (43.79) | 1,107 (46.75) | 1,261 (53.25) | 1,451 (61.28) | 917 (38.72) | ||||
| ≥50 | 28,193 (77.48) | 8,195 (22.52) | 24,341 (66.89) | 12,047 (33.11) | 18,180 (49.96) | 18,208 (50.04) | 21,161 (58.15) | 15,227 (41.85) | ||||
| Sex | <0.001 | <0.001 | <0.001 | <0.001 | ||||||||
| Male | 16,347 (76.84) | 4,926 (23.16) | 14,548 (68.39) | 6,725 (31.61) | 10,125 (47.60) | 11,148 (52.40) | 12,612 (59.29) | 8,661 (40.71) | ||||
| Female | 13,705 (78.39) | 3,778 (21.61) | 11,124 (63.63) | 6,359 (36.37) | 9,162 (52.41) | 8,321 (47.59) | 10,000 (57.20) | 7,483 (42.80) | ||||
| Ethnicity | 0.321 | <0.001 | <0.001 | <0.001 | ||||||||
| Caucasian | 23,204 (77.37) | 6,787 (22.63) | 19,982 (66.63) | 10,009 (33.37) | 14,902 (49.69) | 15,089 (50.31) | 17,816 (59.40) | 12,175 (40.60) | ||||
| African | 3,979 (78.07) | 1,118 (21.93) | 3,375 (66.22) | 1,722 (33.78) | 2,668 (52.34) | 2,429 (47.66) | 2,902 (56.94) | 2,195 (43.06) | ||||
| descent | ||||||||||||
| Others | 2,869 (78.22) | 799 (21.78) | 2,315 (63.11) | 1,353 (36.89) | 1,717 (46.81) | 1,951 (53.19) | 1,894 (51.64) | 1,774 (48.36) | ||||
| T stage | <0.001 | <0.001 | <0.001 | <0.001 | ||||||||
| T0, T1, T2 | 9,738 (78.12) | 2,727 (21.88) | 7,568 (60.71) | 4,897 (39.29) | 5,829 (46.76) | 6,636 (53.24) | 9,981 (80.07) | 2,484 (19.93) | ||||
| T3, T4 | 17,166 (77.94) | 4,858 (22.06) | 15,209 (69.06) | 6,815 (30.94) | 11,546 (52.42) | 10,478 (47.58) | 9,482 (43.05) | 12,542 (56.95) | ||||
| TX | 3,148 (73.78) | 1,119 (26.22) | 2,895 (67.85) | 1,372 (32.15) | 1,912 (44.81) | 2,355 (55.19) | 3,149 (73.80) | 1,118 (26.20) | ||||
| N stage | <0.001 | <0.001 | <0.001 | <0.001 | ||||||||
| N0 | 7,283 (82.31) | 1,565 (17.69) | 5,982 (67.61) | 2,866 (32.39) | 4,880 (55.15) | 3,968 (44.85) | 5,451 (61.61) | 3,397 (38.39) | ||||
| N positive | 21,210 (76.23) | 6,612 (23.77) | 18,197 (65.41) | 9,625 (34.59) | 13,402 (48.17) | 14,420 (51.83) | 15,881 (57.08) | 11,941 (42.92) | ||||
| NX | 1,559 (74.74) | 527 (25.26) | 1,493 (71.57) | 593 (28.43) | 1,005 (48.18) | 1,081 (51.82) | 1,280 (61.36) | 806 (38.64) | ||||
| Tumor grade | <0.001 | <0.001 | <0.001 | <0.001 | ||||||||
| I | 918 (85.71) | 153 (14.29) | 828 (77.31) | 243 (22.69) | 678 (63.31) | 393 (36.69) | 408 (38.10) | 663 (61.90) | ||||
| II | 4,064 (83.86) | 782 (16.14) | 3,294 (67.97) | 1,552 (32.03) | 2,573 (53.10) | 2,273 (46.90) | 2,631 (54.29) | 2,215 (45.71) | ||||
| III | 7,727 (78.04) | 2,174 (21.96) | 6,284 (63.47) | 3,617 (36.53) | 5,331 (53.84) | 4,570 (46.16) | 5,852 (59.11) | 4,049 (40.89) | ||||
| IV | 312 (79.59) | 80 (20.41) | 238 (60.71) | 154 (39.29) | 195 (49.74) | 197 (50.26) | 252 (64.29) | 140 (35.71) | ||||
| Unknown | 17,031 (75.54) | 5,515 (24.46) | 15,028 (66.65) | 7,518 (33.35) | 10,510 (46.62) | 12,036 (53.38) | 13,469 (59.74) | 9,077 (40.26) | ||||
| Histology | <0.001 | <0.001 | <0.001 | <0.001 | ||||||||
| AD | 22,149 (78.80) | 5,959 (21.20) | 17,754 (63.16) | 10,354 (36.84) | 13,451 (47.85) | 14,657 (52.15) | 16,471 (58.60) | 11,637 (41.40) | ||||
| SQCC | 6,449 (75.04) | 2,145 (24.96) | 6,617 (77.00) | 1,977 (23.00) | 4,736 (55.11) | 3,858 (44.89) | 4,815 (56.03) | 3,779 (43.97) | ||||
| ASC | 494 (77.67) | 142 (22.33) | 414 (65.09) | 222 (34.91) | 270 (42.45) | 366 (57.55) | 400 (62.89) | 236 (37.11) | ||||
| LCC | 709 (66.08) | 364 (33.92) | 623 (58.06) | 450 (41.94) | 618 (57.60) | 455 (42.40) | 749 (69.80) | 324 (30.20) | ||||
| Others | 251 (72.75) | 94 (27.25) | 264 (76.52) | 81 (23.48) | 212 (61.45) | 133 (38.55) | 177 (51.30) | 168 (48.70) | ||||
AD, adenocarcinoma; ASC, adenosquamous carcinoma; LCC, large cell carcinoma; N, node; SQCC, squamous cell carcinoma; T, tumor.
Figure 2.Different metastatic patterns of patients with non-small cell lung cancer. Percentages of patients with observed metastasis at (A) one metastatic site, (B) two metastatic sites, (C) three metastatic sites and (D) four metastatic sites for different combinations of bone, brain, liver and lung metastatic sites.
Figure 3.Percentages of distant metastasis combinations for NSCLC subtypes. (A) Occurrence of metastasis at different sites in NSCLC subtypes. (B) Relative rates of combination of metastatic sites in AD, SQCC, ASC, LCC and other subtypes. AD, adenocarcinoma; ASC, adenosquamous carcinoma; LCC, large cell carcinoma; NSCLC, non-small cell lung cancer; SQCC, squamous cell carcinoma.
Figure 4.Survival curves of patients with NSCLC with different metastatic site combination patterns. (A and B) OS and CSS in patients with NSCLC with different numbers of distant metastases. (C and D) OS and CSS in patients with NSCLC with single metastasis. (E and F) OS and CSS in patients with NSCLC with two-site metastasis. (G and H) OS and CSS in patients with NSCLC with three-site metastasis. CSS, cancer-specific survival; NSCLC, non-small cell lung cancer; OS, overall survival.
Multivariate analysis of OS and CSS in patients with metastatic non-small cell lung cancer.
| OS | CSS | |||
|---|---|---|---|---|
| Feature | Hazard ratio (95% CI) | P-value | Hazard ratio (95% CI) | P-value |
| Age (years) | ||||
| <50 | 1.000 (reference) | 1.000 (reference) | ||
| ≥50 | 1.236 (1.183–1.292) | <0.001 | 1.282 (1.223–1.344) | <0.001 |
| Sex | ||||
| Female | 1.000 (reference) | 1.000 (reference) | ||
| Male | 1.166 (1.141–1.191) | <0.001 | 1.183 (1.157–1.209) | <0.001 |
| Ethnicity | ||||
| Caucasian | 1.000 (reference) | 1.000 (reference) | ||
| African descent | 0.984 (0.954–1.015) | 0.306 | 0.970 (0.939–1.002) | 0.063 |
| Others | 0.770 (0.743–0.799) | <0.001 | 0.690 (0.663–0.718) | <0.001 |
| T stage | ||||
| T0, T1, T2 | 1.000 (reference) | 1.000 (reference) | ||
| T3, T4 | 1.055 (1.031–1.081) | <0.001 | 1.061 (1.035–1.087) | <0.001 |
| TX | 1.149 (1.106–1.193) | <0.001 | 1.149 (1.105–1.195) | <0.001 |
| N stage | ||||
| N0 | 1.000 (reference) | 1.000 (reference) | ||
| N positive | 1.252 (1.220–1.285) | <0.001 | 1.281 (1.247–1.316) | <0.001 |
| NX | 1.225 (1.163–1.298) | <0.001 | 1.243 (1.178–1.311) | <0.001 |
| Tumor grade | ||||
| I | 1.000 (reference) | 1.000 (reference) | ||
| II | 1.176 (1.097–1.260) | <0.001 | 1.233 (1.142–1.331) | <0.001 |
| III | 1.405 (1.315–1.502) | <0.001 | 1.514 (1.407–1.629) | <0.001 |
| IV | 1.537 (1.356–1.743) | <0.001 | 1.655 (1.455–1.883) | <0.001 |
| Unknown | 1.356 (1.271–1.447) | <0.001 | 1.440 (1.341–1.547) | <0.001 |
| Histology | ||||
| AD | 1.000 (reference) | 1.000 (reference) | ||
| SQCC | 1.187 (1.156–1.218) | <0.001 | 1.200 (1.168–1.232) | <0.001 |
| ASC | 1.123 (1.033–1.221) | 0.006 | 1.135 (1.043–1.235) | 0.003 |
| LCC | 1.227 (1.149–1.310) | <0.001 | 1.287 (1.206–1.374) | <0.001 |
| Other | 0.605 (0.541–0.677) | <0.001 | 0.477 (0.415–0.548) | <0.001 |
| Chemotherapy | ||||
| No/Unknown | 1.000 (reference) | 1.000 (reference) | ||
| Yes | 0.405 (0.396–0.414) | <0.001 | 0.387 (0.378–0.396) | <0.001 |
| Radiotherapy | ||||
| No/Unknown | 1.000 (reference) | 1.000 (reference) | ||
| Yes | 0.923 (0.904–0.943) | <0.001 | 0.937 (0.917–0.958) | <0.001 |
| Surgery | ||||
| No/Unknown | 1.000 (reference) | 1.000 (reference) | ||
| Yes | 0.597 (0.561–0.635) | <0.001 | 0.523 (0.487–0.562) | <0.001 |
| Number of distant metastases | ||||
| One metastatic site | 1.000 (reference) | 1.000 (reference) | ||
| Two metastatic sites | 1.299 (1.267–1.332) | <0.001 | 1.336 (1.302–1.371) | <0.001 |
| Three metastatic sites | 1.572 (1.511–1.635) | <0.001 | 1.631 (1.567–1.696) | <0.001 |
| Four metastatic sites | 1.674 (1.541–1.818) | <0.001 | 1.745 (1.607–1.896) | <0.001 |
AD, adenocarcinoma; ASC, adenosquamous carcinoma; CI, confidence interval; CSS, cancer-specific survival; LCC, large cell carcinoma; N, node; OS, overall survival; SQCC, squamous cell carcinoma; T, tumor.
Multivariate analysis of the association among different metastatic patterns and OS and CSS in patients with metastatic non-small cell lung cancer.
| OS | CSS | |||
|---|---|---|---|---|
| Metastatic pattern | Hazard ratio (95% CI) | P-value | Hazard ratio (95% CI) | P-value |
| One metastatic site | ||||
| Lung | 1.000 (reference) | 1.000 (reference) | ||
| Brain | 1.111 (1.072–1.151) | <0.001 | 1.162 (1.119–1.206) | <0.001 |
| Bone | 1.218 (1.179–1.258) | <0.001 | 1.295 (1.252–1.340) | <0.001 |
| Liver | 1.385 (1.318–1.455) | <0.001 | 1.507 (1.432–1.585) | <0.001 |
| Two metastatic sites | ||||
| Bone + lung | 1.000 (reference) | 1.000 (reference) | ||
| Brain + lung | 1.001 (0.973–1.068) | 0.981 | 1.018 (0.953–1.088) | 0.595 |
| Bone + brain | 1.050 (0.990–1.114) | 0.102 | 1.059 (0.997–1.125) | 0.061 |
| Liver + lung | 1.277 (1.179–1.382) | <0.001 | 1.279 (1.180–1.387) | <0.001 |
| Brain + liver | 1.357 (1.233–1.493) | <0.001 | 1.358 (1.232–1.496) | <0.001 |
| Bone + liver | 1.328 (1.251–1.409) | <0.001 | 1.379 (1.299–1.464) | <0.001 |
| Three/four metastatic sites | ||||
| Bone + brain + lung | 1.000 (reference) | 1.000 (reference) | ||
| Bone + liver + lung | 1.228 (1.127–1.339) | <0.001 | 1.282 (1.175–1.399) | <0.001 |
| Bone + brain + liver | 1.189 (1.078–1.311) | 0.001 | 1.249 (1.132–1.378) | <0.001 |
| Brain + liver + lung | 1.214 (1.055–1.397) | 0.007 | 1.273 (1.108–1.464) | 0.001 |
| Bone + brain + liver + lung | 1.176 (1.061–1.303) | 0.002 | 1.215 (1.096–1.347) | <0.001 |
CI, confidence interval; CSS, cancer-specific survival; OS, overall survival.