| Literature DB >> 29212241 |
Youngkyong Kim1, Hee Chul Park2, Sang Min Yoon3, Tae Hyun Kim1, Jieun Lee2, Jinhyun Choi4, Jeong Il Yu2, Jin-Hong Park3, Jong Hoon Kim3, Joong-Won Park1, Jinsil Seong4.
Abstract
OBJECTIVE: To develop a prognostic model for overall survival (OS) in hepatocellular carcinoma (HCC) patients receiving radiotherapy (RT) to metastatic abdominal lymph nodes (LNs).Entities:
Keywords: hepatocellular carcinoma; lymph node metastasis; nomogram; prognostic factor; survival
Year: 2017 PMID: 29212241 PMCID: PMC5706887 DOI: 10.18632/oncotarget.21775
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Patient and tumor characteristics (n = 228)
| Characteristics | Total, n (%) | LN response, n (%) | |||
|---|---|---|---|---|---|
| Responder | Non-responder | ||||
| Gender | Male | 194 (85.1) | 129 (66.5) | 65 (33.5) | 0.592∥ |
| Female | 34 (14.9) | 21 (61.8) | 13 (38.2) | ||
| Age (years) | Median (range) | 59 (31-81) | 58.5 (36-81) | 59.5 (31-78) | 0.473¶ |
| < 60 | 118 (51.8) | 79 (66.9) | 39 (33.1) | 0.702∥ | |
| ≥ 60 | 110 (48.2) | 71 (63.5) | 39 (35.5) | ||
| ECOG PS | 0-1 | 217 (95.2) | 144 (66.4) | 73 (33.6) | 0.517∥ |
| 2-3 | 11 (4.8) | 6 (54.5) | 5 (45.6) | ||
| Etiology of LC | HBV | 152 (66.7) | 94 (61.8) | 58 (38.2) | 0.076∥ |
| Others | 76 (33.3) | 56 (73.7) | 20 (26.3) | ||
| Child-Pugh classification | A | 196 (86.0) | 133(67.9) | 63 (32.1) | 0.103∥ |
| B | 32 (14.0) | 17 (53.1) | 15 (46.9) | ||
| AFP (ng/mL) | Median (range) | 34 (1-349833) | 19 (1-129504) | 76 (1-349833) | 0.145¶ |
| <400 | 168 (73.7) | 114 (67.9) | 54 (32.1) | 0.271∥ | |
| ≥400 | 60 (26.3) | 36 (60.0) | 24 (40.0) | ||
| Vascular invasion | No | 169 (74.1) | 119 (70.4) | 50 (29.6) | 0.013∥ |
| Yes | 59 (25.9) | 31 (52.5) | 28 (47.5) | ||
| Status of intrahepatic tumor | Controlled | 147 (64.5) | 101 (68.7) | 46 (31.3) | 0.211∥ |
| Uncontrolled | 81 (35.5) | 49 (60.5) | 32 (39.5) | ||
| Synchronicity of metastatic LN | No | 176 (77.2) | 120 (68.2) | 56 (31.8) | 0.161∥ |
| Yes | 52 (22.8) | 30 (57.7) | 22 (42.3) | ||
| Size of metastatic LN (cm) | Median (range) | 2.9 (0.5-8.5) | 2.8 (0.6-8.5) | 3.3 (0.5-8.5) | 0.100¶ |
| ≤ 3 | 115 (50.4) | 82 (71.3) | 33 (28.7) | 0.077∥ | |
| > 3 | 113 (49.6) | 68 (60.2) | 45 (39.8) | ||
| No. of metastatic LN | 1 | 80 (35.1) | 59 (73.8) | 21 (26.2) | 0.124∥ |
| 2 | 42 (18.4) | 28 (66.7) | 14 (33.3) | ||
| ≥ 3 | 106 (46.5) | 63 (59.4) | 43 (40.6) | ||
| Location of metastatic LN | Regional | 153 (67.1) | 105 (68.6) | 48 (31.4) | 0.197∥ |
| Non-regional | 75 (32.9) | 45 (60) | 30 (40) | ||
| Distant metastasis | Absent | 181 (79.4) | 120 (66.3) | 61 (33.7) | 0.751∥ |
| Present | 47 (20.6) | 30 (63.8) | 17 (36.2) | ||
| Previous treatment | No | 4 (1.8) | 3 (75.0) | 1 (25.0) | 1.000∥ |
| Yes | 224 (98.2) | 147 (65.6) | 77 (34.4) | ||
| TACE (± SR ± RFA ± PEIT) | 180 (78.9) | 119 (66.1) | 61 (33.9) | ||
| TACE (± SR ± RFA) + sorafenib | 24 (10.5) | 13 (54.2) | 11 (45.8) | ||
| TACE + chemotherapy* | 9 (3.9) | 4 (44.4) | 5 (55.6) | ||
| SR | 74 (32.5) | 45 (60.8) | 29 (39.2) | ||
| SR + sorafenib | 11 (4.8) | 5 (45.5) | 6 (54.5) | ||
| Chemotherapy† | 15 (6.6) | 7 (46.7) | 8 (53.3) | ||
| RFA | 60 (26.3) | 40 (66.7) | 20 (33.3) | ||
| Concurrent sorafenib | No | 210 (92.1) | 142 (67.6) | 68 (32.4) | 0.047∥ |
| Yes | 18 (7.9) | 8 (44.4) | 10 (55.6) | ||
| Post-RT treatment | No | 64 (28.1) | 43 (67.2) | 21 (32.8) | 0.781∥ |
| Yes | 164 (71.9) | 107 (65.2) | 57 (34.8) | ||
| Sorafenib ± TACE ± RFA | 77 (33.8) | 50 (64.9) | 27 (35.1) | ||
| TACE ± chemotherapy‡ | 89 (39.0) | 56 (62.9) | 33 (37.1) | ||
| Chemotherapy§ | 13 (5.7) | 9 (69.2) | 4 (30.8) | ||
Abbreviations: ECOG PS, Eastern Cooperative Oncology Group performance status; LC, liver cirrhosis; HBV, hepatitis B virus; AFP, alpha-fetoprotein; LN, lymph node; TACE, transarterial chemoembolization; SR, surgical resection; RFA, radiofrequency ablation; PEIT, percutaneous ethanol injection treatment; RT, radiotherapy
*5-Flurouracil plus Cisplatin (CDDP) (n = 3), Capecitabine (X) plus CDDP (n = 2), X plus Carboplatin (n = 1), X (n = 1), 5-Flurouracil plus Mitomycin C (n = 1), and Doxorubicin plus CDDP + X plus CDDP (n = 1)
†5-Flurouracil plus CDDP (n = 5), X plus CDDP (n = 4), X plus Carboplatin (n = 1), X (n = 1), 5-Flurouracil plus Mitomycin C (n = 1), and Doxorubicin plus CDDP + X plus CDDP (n = 1), Gemcitabine plus CDDP (n = 1), and Doxorubicin plus CDDP + 5-Flurouracil plus doxorubicin plus Mitomycin C (n = 1)
‡X plus CDDP (n = 2), 5-Flurouracil plus Leucovorin (n = 1), and Doxorubicin plus CDDP (n = 1)
§X plus CDDP (n = 6), 5-Flurouracil plus CDDP (n = 3), Gemcitabine plus CDDP (n = 1), 5-Flurouracil plus Leucovorin (n = 1), Doxorubicin plus CDDP (n = 1), and Doxorubicin (n = 1)
∥Fisher’s exact test.
¶t-test
Univariate and multivariate analysis of prognostic factor associated with overall survival (OS)
| Factor | Univariate | Multivariate | ||||
|---|---|---|---|---|---|---|
| OS, median (95% CI), months | HR | (95% CI) | ||||
| Gender | Male | 11.3 (9.1-13.4) | 0.809 | - | - | NS |
| Female | 9.9 (5.9-13.9) | - | - | |||
| Age (years) | < 60 | 10.3 (8.3-12.4) | 0.732 | - | - | NS |
| ≥ 60 | 12.2 (9.8-14.7) | |||||
| ECOG PS | 0-1 | 11.4 (9.7-13.0) | 0.116 | - | - | NS |
| 2-3 | 5.5 (2.2-8.8) | |||||
| Etiology of LC | HBV | 9.1 (7.2-10.9) | 0.012 | - | - | NS |
| Others | 14.6 (12.0-17.3) | - | - | |||
| Child-Pugh classification | A | 12.3 (10.4-14.2) | < 0.001 | 1.000 | - | |
| B | 5.5 (3.0-8.0) | 2.590 | (1.707-3.929) | < 0.001 | ||
| AFP (ng/mL) | < 400 | 13.2 (11.2-15.2) | < 0.001 | 1.000 | - | |
| ≥ 400 | 6.8 (5.3-8.3) | 1.726 | (1.208-2.467) | 0.003 | ||
| Vascular invasion | No | 12.2 (9.1-15.3) | 0.010 | - | - | |
| Yes | 9.9 (7.9-11.9) | - | - | NS | ||
| Status of intrahepatic tumor | Controlled | 14.6 (12.6-16.7) | < 0.001 | 1.000 | - | |
| Uncontrolled | 6.4 (4.9-7.9) | 3.037 | (2.170-4.251) | < 0.001 | ||
| Synchronicity of metastatic LN | No | 13.2 (10.9-15.6) | < 0.001 | - | - | |
| Yes | 6.2 (4.4-7.9) | - | - | NS | ||
| Size of metastatic LN (cm) | < 3 | 15.6 (11.5-19.6) | < 0.001 | - | - | |
| ≥ 3 | 7.9 (6.4-9.3) | - | - | NS | ||
| No. of metastatic LN | 1 | 15.6 (11.2-20.0) | < 0.001 | 1.000 | - | |
| 2 | 12.5 (7.9-17.2) | 1.220 | (0.778 -1.914) | 0.386 | ||
| ≥ 3 | 7.8 (6.1-9.5) | 1.832 | (1.274-2.636) | 0.001 | ||
| Location of metastatic LN | Regional | 13.3 (10.7-15.9) | < 0.001 | 1.000 | - | |
| Non-regional | 7.1 (5.7-8.5) | 1.889 | (1.368-2.608) | < 0.001 | ||
| Distant metastasis | Absent | 11.8 (10.0-13.6) | < 0.001 | 1.000 | - | |
| Present | 7.7 (4.2-11.2) | 1.752 | (1.223-2.509) | 0.002 | ||
| Previous treatment | No | 5.5 (0.0-18.0) | 0.303 | - | - | |
| Yes | 11.1 (9.5-12.8) | - | - | NS | ||
| Concurrent sorafenib | No | 11.6 (9.7-13.6) | 0.058 | - | - | NS |
| Yes | 5.2 (4.2-6.2) | - | - | |||
| Post-RT treatment | No | 8.5 (6.1-10.8) | 0.723 | - | - | NS |
| Yes | 11.6 (9.7-13.6) | - | - | |||
| LN response | Responder | 14.2 (11.6-16.8) | < 0.001 | 1.000 | - | |
| Non-responder | 7.5 (6.1-8.9) | 2.391 | (1.741-3.282) | < 0.001 | ||
Abbreviations: CI, confidence interval; HR, Hazard Ratio; NS, not significant; Responder, complete or partial response; Non-responder, stable or progressive disease; all other abbreviations as in Table 1
*log-rank test
†Cox proportional hazards model.
Figure 1Infield progression-free survival (PFS) (A) and overall survival (OS) (B) curves in patients with and without a lymph node (LN) response. Abbreviations: Responder, complete or partial response; Non-responder, stable or progressive disease; CI, confidence interval; and mo, months. *log-rank test.
Figure 2Overall survival (OS) curves according to prognostic group based on number of risk factors as follows: Child-Pugh classification, status of intrahepatic tumor, serum level of AFP, number of metastatic LNs, location of metastatic LNs, and the presence of distant metastasis
Abbreviations: same as in Table 1 and 2. *log-rank test.
Figure 3(A) Nomogram for the overall survival (OS) in hepatocellular carcinoma patients with abdominal lymph node (LN) metastasis. (B) Internal validation of accuracy for 2-year OS rate prediction based on the bootstrap validation method. Abbreviations: same as in Table 1 and 2.