| Literature DB >> 34858890 |
Tao Ouyang1, Junxia Liu2, Chengyang Shi3, Lisheng Zhu4, Xiaopeng Guo1.
Abstract
PURPOSE: This study aims to compare the efficacy of drug-eluting bead transarterial chemoembolization (DEB-TACE) versus conventional TACE (cTACE), both combined with apatinib, and to establish predictive nomograms to support individualized survival prediction in hepatocellular carcinoma (HCC) patients. PATIENTS AND METHODS: This retrospective study assessed HCC patients from June 2015 to December 2019. Patients were classified as DEB-TACE plus apatinib (D-apatinib) and cTACE plus apatinib (c-apatinib). The endpoints were overall survival (OS) and progression-free survival (PFS). The nomograms were constructed, and the C-index, receiver operating characteristic (ROC) curve, and calibration curves were used to validate the nomograms. Propensity score matching (PSM) analysis was applied to reduce patient selection bias.Entities:
Keywords: DEB-TACE; PSM; apatinib; cTACE; hepatocellular carcinoma; nomogram
Year: 2021 PMID: 34858890 PMCID: PMC8632616 DOI: 10.2147/JHC.S338309
Source DB: PubMed Journal: J Hepatocell Carcinoma ISSN: 2253-5969
Figure 1Study flow of patient selection.
Baseline Characteristics of Patients in Two Groups
| Characteristics | Before Matching | After Matching | ||||
|---|---|---|---|---|---|---|
| D-Apatinib Group (N=82) | c-Apatinib Group (N=92) | D-Apatinib Group (N=58) | c-Apatinib Group (N=58) | |||
| Age (years) | 53.7 ± 10.8 | 51.4 ± 9.3 | 0.126 | 52.1 ± 10.6 | 51.8 ± 8.1 | 0.883 |
| Sex | 0.169 | 0.326 | ||||
| Male | 66 (80.5) | 81 (88) | 46 (79.3) | 50 (86.2) | ||
| Female | 16 (19.5) | 11 (12) | 12 (20.7) | 8 (13.8) | ||
| Ascites | 0.433 | 0.520 | ||||
| Present | 22 (26.8) | 20 (21.7) | 16 (27.6) | 13 (22.4) | ||
| Absent | 60 (73.2) | 72 (78.3) | 42 (72.4) | 45 (77.6) | ||
| Tumor size (cm) | 0.172 | 0.444 | ||||
| < 5 | 24 (29.3) | 36 (39.1) | 20 (34.5) | 24 (41.4) | ||
| ≥ 5 | 58 (70.7) | 56 (60.9) | 38 (65.5) | 34 (58.6) | ||
| Number of tumors | 0.715 | 0.706 | ||||
| < 3 | 29 (35.4) | 35 (38.0) | 25 (43.1) | 23 (39.7) | ||
| ≥ 3 | 53 (64.6) | 57 (62.0) | 33 (56.9) | 35 (60.3) | ||
| Tumor location | 0.057 | 0.575 | ||||
| Unilobar | 43 (52.4) | 35 (38) | 24 (41.4) | 27 (46.6) | ||
| Bilobar | 39 (47.6) | 57 (62) | 34 (58.6) | 31 (53.4) | ||
| PVTT | 0.859 | 0.709 | ||||
| Present | 43 (52.4) | 47 (51.1) | 27 (46.6) | 25 (43.1) | ||
| Absent | 39 (47.6) | 45 (48.9) | 31 (53.4) | 33 (56.9) | ||
| AFP (ng/mL) | 0.969 | 0.350 | ||||
| <400 | 47 (57.3) | 53 (57.6) | 30 (51.7) | 35 (60.3) | ||
| ≥400 | 35 (42.7) | 39 (42.4) | 28 (48.3) | 23 (39.7) | ||
| Child-Pugh class | 0.575 | 0.809 | ||||
| A | 65 (79.3) | 76 (82.6) | 48 (82.8) | 47 (81.0) | ||
| B | 17 (20.7) | 16 (17.4) | 10 (17.2) | 11 (19.0) | ||
| BCLC stage | 0.936 | 0.848 | ||||
| B | 29 (35.4) | 32 (34.8) | 22 (37.9) | 21 (36.2) | ||
| C | 53 (64.6) | 60 (65.2) | 36 (62.1) | 37 (63.8) | ||
| ALP (U/L) | 161.1 ± 94.9 | 162.3 ± 91.5 | 0.879 | 152.9 ± 96.5 | 169.6 ± 100.7 | 0.364 |
| AST (U/L) | 83.4 ± 93.7 | 62.8 ± 105.6 | 0.176 | 63.9 ± 45.3 | 54.0 ± 54.5 | 0.292 |
| Bilirubin (μmol/L) | 21.3 ± 13.9 | 18.9 ± 6.8 | 0.135 | 17.7 ± 7.7 | 18.8 ± 7.1 | 0.457 |
| Hemoglobin (g/L) | 124.4 ± 17.4 | 125.2 ± 20.8 | 0.402 | 125.8 ± 18.1 | 125.9 ± 18.8 | 0.968 |
| Platelets (G/L) | 157.8 ± 78.9 | 149.2 ± 71.8 | 0.434 | 139.9 ± 57.5 | 136.4 ± 56.9 | 0.876 |
Notes: Categorical variables presented as number (percentage) and continuous data presented as means ± standard deviations.
Abbreviations: PVTT, portal vein tumor thrombus; AFP, alpha-fetoprotein; BCLC, Barcelona Clinic Liver Cancer; ALP, alkaline phosphatase; AST, aspartate transaminase.
Response Rates According to the Modified Response Evaluation Criteria in Solid Tumors at Different Times
| M1 (Before Matching) | M1 (After Matching) | M3 (Before Matching) | M3 (After Matching) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| D-Apatinib Group | c-Apatinib Group | D-Apatinib Group | c-Apatinib Group | D-Apatinib Group | c-Apatinib Group | D-Apatinib Group | c-Apatinib Group | |||||
| CR | 27 (32.9) | 18 (19.6) | 0.045 | 21 (36.2) | 11 (19.0) | 0.038 | 23 (28.0) | 14 (15.2) | 0.039 | 19 (32.8) | 9 (15.5) | 0.030 |
| PR | 36 (43.9) | 39 (42.4) | 26 (44.8) | 24 (41.4) | 27 (32.9) | 35 (38.0) | 18 (31.0) | 20 (34.5) | ||||
| SD | 9 (11.0) | 20 (21.7) | 4 (6.9) | 13 (22.4) | 11 (13.4) | 9 (9.8) | 8 (13.8) | 7 (12.1) | ||||
| PD | 10 (12.2) | 15 (16.3) | 7 (12.1) | 10 (17.2) | 21 (25.6) | 34 (37.0) | 13 (22.4) | 22 (37.9) | ||||
| ORR | 76.8 | 62.0 | 0.034 | 81.0 | 60.3 | 0.014 | 54.9 | 53.3 | 0.305 | 63.8 | 50.0 | 0.134 |
| DCR | 87.8 | 83.7 | 0.440 | 87.9 | 82.8 | 0.431 | 68.3 | 63.0 | 0.108 | 77.6 | 62.1 | 0.069 |
Note: ORR, CR+PR/N; DCR, CR+PR+SD/N.
Abbreviations: M1, the first month after therapy; M3, the third month after therapy; CR, complete response; PR, partial response; SD, stable disease; PD, progressive disease; ORR, objective response rate; DCR, disease control rate.
Figure 2Kaplan–Meier curves of PFS before the PSM (A) and after the PSM (B), and Kaplan–Meier curves of OS before the PSM (C) and after the PSM (D).
Multivariable Analyses of Significant Prognostic Factors
| Variables | Before Matching | After Matching | ||||||
|---|---|---|---|---|---|---|---|---|
| D-Apatinib Group | c-Apatinib Group | D-Apatinib Group | c-Apatinib Group | |||||
| HR (95% CI) | HR (95% CI) | HR (95% CI) | HR (95% CI) | |||||
| BCLC stage (C) | 6.17 (2.45–15.56) | < 0.001 | - | - | - | - | - | - |
| Number (≥ 3) | 3.63 (1.75–7.52) | < 0.001 | 2.48 (1.35–4.56) | 0.003 | 7.05 (2.42–20.56) | < 0.001 | 3.63 (1.78–7.43) | < 0.001 |
| Hemoglobin (< 130 g/L) | 2.49 (1.15–5.40) | 0.021 | - | - | 9.03 (3.01–26.70) | < 0.001 | - | - |
| Platelets (< 125 G/L) | 2.40 (1.24–4.67) | 0.010 | 2.19 (1.18–4.04) | 0.013 | 4.31 (1.71–10.87) | 0.002 | - | - |
| Ascites (Present) | - | - | 2.46 (1.40–4.34) | 0.002 | - | - | 2.89 (1.45–5.78) | 0.003 |
| ALP (> 150 U/L) | - | - | 3.87 (2.27–6.62) | < 0.001 | - | - | 4.81 (2.29–10.09) | < 0.001 |
Abbreviations: HR, hazard ratio; CI, confidence interval; BCLC, Barcelona Clinic Liver Cancer; ALP, alkaline phosphatase.
Figure 3The multivariate Cox proportional hazards regression analysis of risk factors associated with overall survival at D-Apatinib group before the PSM (A) and after the PSM (B), and c-Apatinib group before the PSM (C) and after the PSM (D).
Figure 4Before the PSM, development of predictive nomograms for D-Apatinib group (A) and c-Apatinib group (B); after the PSM, development of predictive nomograms for D-Apatinib group (C) and c-Apatinib group (D).
Figure 5Before the PSM, the calibration plots for predicting overall survival of patients at 2 years in D-Apatinib group (A) and c-Apatinib group (B); after the PSM, the calibration plots for predicting overall survival of patients at 2 years in D-Apatinib group (C) and c-Apatinib group (D).
Figure 6Before the PSM, ROC curve analysis of the nomogram at 2 years in D-Apatinib group (A) and c-Apatinib group (B); after the PSM, ROC curve analysis of the nomogram at 2 years in D-Apatinib group (C) and c-Apatinib group (D).
Treatment-Related Adverse Events
| D-Apatinib (n=82) | c-Apatinib (n=92) | ||||
|---|---|---|---|---|---|
| All | Grade 3/4 | All | Grade 3/4 | ||
| Abdominal pain | 20 (24.4) | 0 | 23 (25.0) | 0 | 0.926 |
| Fever | 18 (22.0) | 0 | 21 (22.8) | 0 | 0.890 |
| Vomiting | 8 (9.8) | 1 (1.2) | 25 (27.2) | 3 (3.3) | 0.003 |
| Fatigue | 29 (35.4) | 1 (1.2) | 35 (38.0) | 2 (2.2) | 0.715 |
| Hypertension | 37 (45.1) | 4 (4.9) | 45 (48.9) | 7 (7.6) | 0.617 |
| Hand-foot syndrome | 29 (35.4) | 2 (2.4) | 34 (37.0) | 3 (3.3) | 0.827 |
| Diarrhea | 11 (13.4) | 0 | 13 (14.1) | 0 | 0.891 |
| Anorexia | 15 (18.3) | 0 | 19 (20.7) | 0 | 0.695 |
| Proteinuria | 25 (30.5) | 0 | 31 (33.7) | 1 (1.1) | 0.651 |
| Mucositis | 9 (11.0) | 0 | 13 (14.1) | 0 | 0.532 |
| Hyperbilirubinemia | 35 (42.7) | 2 (2.4) | 55 (59.8) | 5 (5.4) | 0.024 |
| ALT increased | 45 (54.9) | 12 (14.6) | 64 (69.6) | 16 (17.4) | 0.046 |
| AST increased | 50 (61.0) | 8 (9.8) | 70 (76.1) | 15 (16.3) | 0.031 |
| Anemia | 32 (38.1) | 0 | 45 (48.9) | 2 (2.2) | 0.148 |
| Thrombocytopenia | 24 (29.3) | 1 (1.2) | 26 (28.3) | 2 (2.2) | 0.883 |
Notes: Data are numbers of patients, with percentages in parentheses. *ALL adverse events comparison among D-Apatinib group and c-Apatinib group.
Abbreviations: ALT, alanine aminotransferase; AST, aspartate aminotransferase.