| Literature DB >> 36249011 |
Wei-Li Xia1, Xiao-Hui Zhao1, Yuan- Guo1, Guang-Shao Cao2, Gang Wu3, Wei-Jun Fan4, Quan-Jun Yao1, Shi-Jun Xu1, Chen-Yang Guo1, Hong-Tao Hu1, Hai-Liang Li1.
Abstract
Objective: We evaluated the efficacy and safety of transarterial chemoembolization (TACE) combined with apatinib plus PD-1 inhibitors (TACE-AP) compared with TACE combined with apatinib (TACE-A) in patients with advanced hepatocellular carcinoma (HCC) and to explore the prognostic factors affecting patient survival.Entities:
Keywords: PD-1 inhibitors; apatinib; hepatocellular carcinoma; propensity score matching; random survival forest (RSF); transarterial chemoembolization
Year: 2022 PMID: 36249011 PMCID: PMC9562990 DOI: 10.3389/fonc.2022.961394
Source DB: PubMed Journal: Front Oncol ISSN: 2234-943X Impact factor: 5.738
Figure 1Flow diagram of patient screening.
Baseline characteristics of the two groups before and after PSM.
| Variable | Before PSM | After PSM | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Grading | TACE-A(n=148) | TACE-AP(n=68) | P value |
| TACE-A(n=59) | TACE-AP(n=59) | P value |
| |
| Gender | Male | 126 (85.1) | 62 (91.2) | 0.313 | 0.188 | 54 (91.5) | 53 (89.8) | 1.000 | 0.058 |
| Female | 22 (14.9) | 6 (8.8) | 5 (8.5) | 6 (10.2) | |||||
| Age | ≤60 | 98 (66.2) | 49 (72.1) | 0.485 | 0.127 | 43 (72.9) | 41 (69.5) | 0.839 | 0.075 |
| >60 | 50 (33.8) | 19 (27.9) | 16 (27.1) | 18 (30.5) | |||||
| Child-Pugh classification | A | 130 (87.8) | 65 (95.6) | 0.124 | 0.284 | 57 (96.6) | 56 (94.9) | 1.000 | 0.084 |
| B | 18 (12.2) | 3 (4.4) | 2 (3.4) | 3 (5.1) | |||||
| PVTT | None | 79 (53.4) | 28 (41.2) | 0.208 | 0.260 | 27 (45.8) | 27 (45.8) | 0.857 | 0.103 |
| Type I+II | 50 (33.8) | 31 (45.6) | 22 (37.3) | 24 (40.7) | |||||
| Type III | 19 (12.8) | 9 (13.2) | 10 (16.9) | 8 (13.6) | |||||
| Metastasis | None | 90 (60.8) | 35 (51.5) | 0.253 | 0.189 | 34 (57.6) | 32 (54.2) | 0.853 | 0.068 |
| Have | 58 (39.2) | 33 (48.5) | 25 (42.4) | 27 (45.8) | |||||
| AFP(ng/mL) | <400 | 87 (58.8) | 42 (61.8) | 0.791 | 0.061 | 32 (54.2) | 35 (59.3) | 0.710 | 0.103 |
| ≥400 | 61 (41.2) | 26 (38.2) | 27 (45.8) | 24 (40.7) | |||||
| HBV | None | 47 (31.8) | 29 (42.6) | 0.161 | 0.277 | 22 (37.3) | 22 (37.3) | 1.000 | <0.001 |
| Have | 101 (68.2) | 39 (57.4) | 37 (62.7) | 37 (62.7) | |||||
| ECOG Score | 0 | 21 (14.2) | 13 (19.1) | 0. 470 | 0.133 | 12 (20.3) | 12 (20.3) | 1.000 | <0.001 |
| 1 | 127 (85.8) | 55 (80.9) | 47 (79.7) | 47 (79.7) | |||||
| TBIL (g/L,mean±SD) | 21.92±10.31 | 21.11±8.44 | 0.574 | 0.186 | 20.65±8.42 | 20.76±8.50 | 0.947 | 0.012 | |
| AlB (μmol/L,mean±SD) | 37.25±4.91 | 38.01±6.90 | 0.358 | 0.126 | 38.11±4.56 | 37.72±7.12 | 0.729 | 0.064 | |
| ALT (U/L,mean±SD) | 46.55±66.25 | 37.94±20.51 | 0.296 | 0.176 | 37.24±20.55 | 37.80±21.61 | 0.886 | 0.027 | |
| Cr (umol/L,mean±SD) | 58.77±11.90 | 61.69±15.08 | 0.126 | 0.215 | 58.54±11.25 | 59.31±11.15 | 0.710 | 0.069 | |
| Number of liver tumors | 1 | 25 (16.9) | 17 (25.0) | 0.373 | 0.201 | 11 (18.6) | 11 (18.6) | 1.000 | <0.001 |
| 2 | 76 (51.4) | 31 (45.6) | 28 (47.5) | 28 (47.5) | |||||
| ≥3 | 47 (31.8) | 20 (29.4) | 20 (33.9) | 20 (33.9) | |||||
| Maximum tumor diameter (mm,mean±SD) | 77.08±45.79 | 70.09±37.57 | 0.272 | 0.167 | 69.41±44.64 | 68.48±37.66 | 0.903 | 0.023 | |
| Number of TACE | 1.95 (1.16) | 2.12 (1.52) | 0.362 | 0.127 | 1.90 (1.12) | 2.14 (1.54) | 0.340 | 0.176 | |
ECOG, Eastern Cooperative Oncology Group; AFP, alpha-fetoprotein; TBIL, total bilirubin; ALB, albumin; ALT, alanine aminotransferase; Cr, creatinine.
Figure 2Kaplan-Meier curves for PFS in patients with advanced HCC treated with TACE-A or TACE-AP before (A) and after (B) PSM.
Figure 3Kaplan-Meier curves for OS in patients with advanced HCC treated with TACE-A or TACE-AP before (A) and after (B) PSM.
Tumor response before and after PSM analysis.
| Tumor response | Before PSM |
| After PSM |
| ||
|---|---|---|---|---|---|---|
| TACE-A (N = 148) | TACE-AP (N = 68) | TACE-A (N = 59) | TACE AP (N = 59) | |||
| CR | 14 | 9 | 3 | 8 | ||
| PR | 37 | 34 | 15 | 29 | ||
| SD | 65 | 13 | 29 | 12 | ||
| PD | 32 | 12 | 12 | 10 | ||
| ORR (CR+PR) | 34.5% | 63.2% | <0.001 | 30.5% | 62.7% | 0.003 |
Univariate and multivariate Cox proportional hazards regression model analysis of OS before and after PSM.
| Variable | Before PSM | After PSM | ||||||
|---|---|---|---|---|---|---|---|---|
| Univariate analysis | Multivariate analysis | Univariate analysis | Multivariate analysis | |||||
| HR (95% CI) |
| HR (95% CI) |
| HR (95% CI) |
| HR (95% CI) |
| |
| Age | 0.93 (0.68-1.26) | 0.634 | 0.68 (0.44-1.05) | 0.081 | ||||
| Sex | 0.78 (0.51-1.2) | 0.257 | 0.66 (0.33-1.31) | 0.235 | ||||
| Child-Pugh classification | 0.88 (0.52-1.49) | 0.633 | 0.73 (0.27-1.99) | 0.538 | ||||
| Metastasis | 1.15 (0.86-1.53) | 0.347 | 1.49 (1.01-2.19) | 0.043 | 1.62 (1.05 - 2.49) | 0.028 | ||
| PVTT Type I+II | 1.22 (0.9-1.66) | 0.209 | 1.13 (0.82 - 1.55) | 0.448 | 1.3 (0.85-1.99) | 0.233 | 0.79 (0.5 - 1.27) | 0.337 |
| PVTT Type III | 3.63 (2.32-5.68) | <0.001 | 2.97 (1.87 - 4.7) | 0.002 | 3.23 (1.79-5.82) | <0.001 | 2.1 (1.11 - 3.97) | 0.023 |
| AFP | 1.87 (1.39-2.5) | <0.001 | 1.60 (1.18 - 2.16) | 0.025 | 1.83 (1.24-2.7) | 0.002 | 1.32 (0.85 - 2.04) | 0.211 |
| HBV | 1.18 (0.87-1.59) | 0.282 | 1.25 (0.84-1.87) | 0.275 | ||||
| ECOG score | 0.76 (0.52-1.12) | 0.162 | 0.64 (0.4-1.02) | 0.06 | ||||
| TBIL | 1.02 (1.01-1.03) | 0.005 | 1.01 (1 - 1.03) | 0.106 | 1.03 (1.01-1.06) | 0.002 | 1.03 (1.01 - 1.06) | 0.005 |
| ALB | 0.99 (0.97-1.01) | 0.468 | 1 (0.97-1.02) | 0.766 | ||||
| ALT | 1 (1-1) | 0.609 | 1 (1-1.01) | 0.383 | ||||
| Cr | 0.99 (0.98-1) | 0.090 | 0.99 (0.97-1) | 0.129 | ||||
| Maximum tumor diameter | 1 (1-1.01) | 0.188 | 1 (1-1.01) | 0.610 | ||||
| Number of liver tumors=2 | 2.75 (1.81-4.18) | <0.001 | 2.42 (1.56 - 3.76) | <0.001 | 2.64 (1.47-4.74) | 0.001 | 2.58 (1.36 - 4.92) | 0.004 |
| Number of liver tumors≥3 | 3.21 (2.06-5.01) | <0.001 | 2.81 (1.77 - 4.45) | <0.001 | 3.58 (1.94-6.59) | <0.001 | 3.58 (1.83 - 7.00) | <0.001 |
| TACE | 0.93 (0.84-1.03) | 0.182 | 0.88 (0.76-1.02) | 0.082 | ||||
| Treatment | 0.45 (0.33-0.63) | <0.001 | 0.43 (0.31 - 0.61) | <0.001 | 0.43 (0.29-0.65) | <0.001 | 0.33 (0.21 - 0.53) | <0.001 |
Treatment: TACE-A and TACE-AP. All variables were included in a multivariate stepwise Cox regression analysis; only the variables with P < 0.05 in the final model are presented; HR, hazard ratio; CI, confidence interval.
Figure 4(A) Order of importance of the variables in the RF model for OS. (B) The blue point represents a VIMP value > 0, the red a value < 0; the point on the red diagonal dashed line represents the same ranking of the two methods on the variable, and the point higher than the diagonal dashed line represents its VIMP ranking. Higher points below the diagonal dotted line represent a higher minimum depth ranking.
Treatment-related adverse events between TACE-A and TACE-AP groups.
| AEs | TACE-A (N = 148) | TACE- AP (N = 68) | ||
|---|---|---|---|---|
| Any grade | ≥ grade 3 | Any grade | ≥ grade 3 | |
| Fever | 71(47.97) | 2 (1.11) | 31 (45.59) | 0 |
| Pain | 61 (41.22) | 5 (3.38) | 28 (41.18) | 2(2.94) |
| Nausea and Vomiting | 45 (30.41) | 0 | 21 (30.89) | 0 |
| Hand-foot skin reactions | 65 (43.92) | 4 (2.22) | 28 (41.18) | 3 (4.41) |
| Hypertension | 48 (32.43) | 2 (1.11) | 25 (36.76) | 1 (1.47) |
| Proteinuria | 5 (3.38) | 0 | 2 (2.94) | 0 |
| Fatigue | 10 (6.76) | 0 | 5 (7.35) | 0 |
| Hoarseness | 5 (2.70) | 0 | 1 (1.47) | 0 |
| Oral ulcer | 8 (5.41) | 0 | 2 (2.94) | 0 |
| Rash | 7 (4.73) | 0 | 1 (1.47) | 0 |
| Gastrointestinal hemorrhage | 9 (6.08) | 0 | 3 (4.41) | 0 |
| Gastrointestinal reaction | 27 (17.56) | 0 | 15 (22.06) | 0 |
| RCCEP | 0 | 0 | 1 (1.47) | 0 |
| Hypothyroidism | 0 | 0 | 9 (13.23) | 0 |
| Hyperthyroidism | 0 | 0 | 3 (4.41) | 0 |
| Pneumonia | 0 | 0 | 2 (2.94) | 1 (1.47) |
| Myocarditis | 0 | 0 | 1 (1.47) | 0 |
RCCEP, Reactive cutaneous capillary endothelial proliferation.