| Literature DB >> 35574299 |
Quirino Lai1, Andre Viveiros2, Samuele Iesari3, Alessandro Vitale4, Gianluca Mennini1, Simona Onali5, Maria Hoppe-Lotichius6, Marco Colasanti7, Tommaso M Manzia8, Federico Mocchegiani9, Gabriele Spoletini10, Salvatore Agnes10, Marco Vivarelli9, Giuseppe Tisone8, Giuseppe M Ettorre7, Jens Mittler6, Emmanuel Tsochatzis5, Massimo Rossi1, Umberto Cillo4, Benedikt Schaefer2, Jan P Lerut3.
Abstract
Background: Long-term survival after liver transplantation (LT) for hepatocellular cancer (HCC) continues to increase along with the modification of inclusion criteria. This study aimed at identifying risk factors for 5- and 10-year overall and HCC-specific death after LT.Entities:
Keywords: Milan criteria; alpha-fetoprotein; expanded criteria; radiological response; recurrence
Year: 2022 PMID: 35574299 PMCID: PMC9093683 DOI: 10.3389/fonc.2022.877107
Source DB: PubMed Journal: Front Oncol ISSN: 2234-943X Impact factor: 5.738
Patient demographic data and tumor features at first referral, last radiological assessment before LT, and pathological examination.
| Variables | Median (IQR) or n (%) |
|---|---|
| Sex M/F | 1,564/290 (84.4/15.6) |
| Age, years | 57 (49–62) |
| Period of LT | |
| 1987–1996 | 106 (5.7) |
| 1997–2006 | 615 (33.2) |
| 2007–2015 | 1,133 (61.1) |
| Waiting time, months | 4 (2–9) |
| Underlying liver pathology* | |
| HCV | 889 (48.0) |
| HBV | 344 (18.6) |
| Alcohol | 547 (29.5) |
| NASH | 105 (5.7) |
| Other | 132 (7.1) |
| MELD | 12 (9–15) |
| Diameter of the target lesion, cm | |
| At first referral | 2.5 (2.0–3.8) |
| Before LT | 2.0 (1.0–3.0) |
| Number of nodules | |
| At first referral | 1 (1–3) |
| Before LT | 1 (1–3) |
| Milan criteria-out status | |
| At first referral | 574 (31.0) |
| Before LT | 404 (21.8) |
| AFP, ng/mL | |
| At first referral | 10 (5–39) |
| Before LT | 10 (5–33) |
| AFP slope ≥15 ng/ml/month | 170 (9.2) |
| Type of response mRECIST after LRT | |
| Complete response | 337 (18.2) |
| Partial response | 535 (28.9) |
| Stable disease | 219 (11.8) |
| Progressive disease | 299 (16.1) |
| No LRT/no pre-LT evaluation after last LRT | 464 (25.0) |
| Pre-LT LRT | 1,524 (82.2) |
| Type of LRT** | |
| TACE | 1,190 (64.2) |
| RFTA | 367 (19.8) |
| PEI | 321 (17.3) |
| Hepatic resection | 173 (9.3) |
| TARE | 26 (1.4) |
| SBRT | 3 (0.2) |
| Pathological tumor features | |
| Diameter of the target lesion, cm | 2.4 (1.5–3.5) |
| Number of nodules | 2 (1–3) |
| Multifocality | 976 (52.6) |
| Bilobar tumor | 469 (25.3) |
| Poor grading | 328 (17.7) |
| Microvascular invasion | 394 (21.3) |
| Macrovascular invasion | 56 (3.0) |
* In some cases, same patients presented multiple pathologies. ** In some cases, same patients received multiple approaches.
IQR, interquartile ranges; n, number; M, male; F, female; LT, liver transplantation; HCV, hepatitis C virus; HBV, hepatitis B virus; NASH, non-alcoholic steato-hepatitis; MELD, model for end-stage liver disease; AFP, alpha-fetoprotein; mRECIST, modified Response Evaluation Criteria In Solid Tumors; LRT, loco-regional therapy; TACE, trans-arterial chemo-embolization; RFTA, radio-frequency termo-ablation; PEI, percutaneous ethanol injection; TARE, trans-arterial radio-embolization; SBRT, stereotactic body radiation therapy.
Different survivals rates in the analyzed population.
| Survival rates (%) | 1 year | 2 years | 3 years | 4 years | 5 years | 6 years | 7 years | 8 years | 9 years | 10 years |
|---|---|---|---|---|---|---|---|---|---|---|
| Overall survival | 85.6 | 79.9 | 75.3 | 72.0 | 68.1 | 66.0 | 63.2 | 59.5 | 57.5 | 54.4 |
| HCC-related death | 1.9 | 5.3 | 7.9 | 9.7 | 11.4 | 12.8 | 14.0 | 15.9 | 16.1 | 16.7 |
| Non-HCC–related death | 12.7 | 15.6 | 18.3 | 20.3 | 23.1 | 24.3 | 26.5 | 29.3 | 31.4 | 34.7 |
| HCC recurrence | 4.8 | 9.2 | 12.0 | 14.4 | 16.2 | 18.0 | 18.7 | 20.0 | 20.3 | 20.3 |
HCC, hepatocellular cancer.
Figure 1Overall patient survival rates in the entire population (black line). Death rates caused by tumor (blue line) and caused by other causes (red line) are also reported.
Figure 2Causes of death expressed in percentages on the total number of cases at different time point of the follow-up.
Multivariable logistic regression analysis for the risk of 5- and 10-year death after LT (backward Wald method).
| Variables | Beta | SE | Wald | OR | 95.0% CI | P-value | |
|---|---|---|---|---|---|---|---|
| Lower | Upper | ||||||
| 5-year death* | |||||||
| Macrovascular invasion | 1.28 | 0.31 | 17.25 | 3.60 | 1.97 | 6.58 | <0.0001 |
| Diameter target lesion cm | 0.11 | 0.03 | 16.60 | 1.12 | 1.06 | 1.18 | <0.0001 |
| Poor grading (G3-4) | 0.34 | 0.14 | 6.26 | 1.40 | 1.08 | 1.83 | 0.01 |
| AFP slope >15 ng/ml/month | 0.42 | 0.18 | 5.42 | 1.52 | 1.07 | 2.17 | 0.02 |
| MELD | 0.02 | 0.01 | 5.17 | 1.02 | 1.00 | 1.04 | 0.02 |
| Constant | −1.71 | 0.16 | 112.60 | 0.18 | – | – | <0.0001 |
| 10-year death** | |||||||
| Poor grading (G3-4) | 0.45 | 0.13 | 11.80 | 1.56 | 1.21 | 2.02 | 0.001 |
| Diameter target lesion cm | 0.09 | 0.03 | 11.28 | 1.09 | 1.04 | 1.14 | 0.001 |
| Macrovascular invasion | 0.997 | 0.31 | 10.38 | 2.71 | 1.48 | 4.97 | 0.001 |
| HCV | 0.33 | 0.10 | 10.28 | 1.39 | 1.14 | 1.69 | 0.001 |
| AFP slope >15 ng/ml/month | 0.49 | 0.18 | 7.68 | 1.63 | 1.15 | 2.30 | 0.006 |
| Patient age | −0.01 | 0.01 | 5.98 | 0.99 | 0.98 | 0.997 | 0.01 |
| Constant | −0.52 | 0.32 | 2.71 | 0.59 | – | – | 0.100 |
Hosmer–Lameshow test: *0.76; **0.49.
Variables initially tested in the model: patient age, sex, waiting list duration, HCV, HBV, alcohol, NASH, MELD, Milan criteria out at transplant, mRECIST complete response, mRECIST progressive disease, AFP value at transplant, AFP slope >15 ng/ml/month, diameter target lesion cm, number of nodules, multifocality, bilobarity, poor grading (G3-4), microvascular invasion, macrovascular invasion, pre-LT LRT, total number of LRT, salvage transplant after resection.
SE, standard error; OR, odds ratio; CI, confidence intervals; AFP, alpha-fetoprotein; MELD, model for end-stage liver disease; HCV, hepatitis C virus; HBV, hepatitis B virus; NASH, non-alcoholic steato-hepatitis; mRECIST, modified Response Evaluation Criteria In Solid Tumors; LT, liver transplantation; LRT, loco-regional therapy.
Multivariable logistic regression analysis for the risk of 5- and 10-year HCC-related death after LT (backward Wald method).
| Variables | Beta | SE | Wald | OR | 95.0% CI | P-value | |
|---|---|---|---|---|---|---|---|
| Lower | Upper | ||||||
| 5-year HCC-related death* | |||||||
| AFP slope >15 ng/ml/month | 1.50 | 0.22 | 45.15 | 4.50 | 2.90 | 6.98 | <0.0001 |
| Microvascular invasion | 0.71 | 0.22 | 10.60 | 2.02 | 1.32 | 3.10 | 0.001 |
| Patient age | −0.03 | 0.01 | 9.73 | 0.97 | 0.95 | 0.99 | 0.002 |
| Macrovascular invasion | 1.04 | 0.35 | 8.96 | 2.82 | 1.43 | 5.57 | 0.003 |
| Diameter target lesion cm | 0.11 | 0.04 | 8.27 | 1.11 | 1.03 | 1.19 | 0.004 |
| Poor grading (G3-4) | 0.59 | 0.22 | 7.40 | 1.80 | 1.18 | 2.75 | 0.007 |
| Number of nodules | 0.06 | 0.02 | 6.81 | 1.07 | 1.02 | 1.12 | 0.009 |
| MELD score | −0.05 | 0.02 | 4.43 | 0.95 | 0.91 | 0.997 | 0.04 |
| Constant | −1.47 | 0.63 | 5.46 | 0.23 | – | – | 0.02 |
| 10-year HCC-related death** | |||||||
| AFP slope >15 ng/ml/month | 1.60 | 0.21 | 56.95 | 4.95 | 3.27 | 7.49 | <0.0001 |
| Microvascular invasion | 0.76 | 0.20 | 14.88 | 2.13 | 1.45 | 3.12 | <0.0001 |
| Poor grading (G3-4) | 0.67 | 0.20 | 11.39 | 1.95 | 1.32 | 2.88 | 0.001 |
| Patient age | −0.03 | 0.009 | 10.93 | 0.97 | 0.95 | 0.99 | 0.001 |
| Total number of LRT | 0.10 | 0.03 | 10.19 | 1.11 | 1.04 | 1.18 | 0.001 |
| Diameter target lesion cm | 0.11 | 0.04 | 9.48 | 1.11 | 1.04 | 1.19 | 0.002 |
| Macrovascular invasion | 0.84 | 0.34 | 6.14 | 2.32 | 1.19 | 4.52 | 0.01 |
| Constant | −1.98 | 0.52 | 14.67 | 0.14 | – | – | <0.0001 |
Hosmer–Lameshow test: *0.13; **0.39.
Variables initially tested in the model: patient age, sex, waiting list duration, HCV, HBV, alcohol, NASH, MELD, Milan criteria out at transplant, mRECIST complete response, mRECIST progressive disease, AFP value at transplant, AFP slope >15 ng/ml/month, diameter target lesion cm, number of nodules, multifocality, bilobarity, poor grading (G3-4), microvascular invasion, macrovascular invasion, pre-LT LRT, total number of LRT, salvage transplant after resection.
SE, standard error; OR, odds ratio; CI, confidence intervals; HCC, hepatocellular cancer; AFP, alpha-fetoprotein; MELD, model for end-stage liver disease; LRT, loco-regional therapy; HCV, hepatitis C virus; HBV, hepatitis B virus; NASH, non-alcoholic steato-hepatitis; mRECIST, modified Response Evaluation Criteria In Solid Tumors; LT, liver transplantation.
Patient demographic data and tumor features at first referral and last radiological assessment before LT in the three different periods.
| Variables | 1987–1996 (n = 106, 5.7%) | 1997–2006 (n = 615, 33.2%) | 2007–2015 (n= 1,133, 61.1%) | P-value |
|---|---|---|---|---|
| Median (IQR) or n (%) | ||||
| Sex M/F | 84/22 (79.2/20.8) | 517/98 (84.1/15.9) | 963/170 (85.0/15.0) | 0.29 |
| Age, years | 51 (41–58) | 55 (40–61) | 58 (52–63) | <0.0001 |
| Waiting time, months | 1 (0–3) | 5 (2–10) | 4 (2–9) | <0.0001 |
| Underlying liver pathology* | ||||
| HCV | 45 (42.5) | 295 (48.0) | 549 (48.5) | 0.50 |
| HBV | 31 (29.2) | 121 (19.7) | 192 (16.9) | 0.005 |
| Alcohol | 15 (14.2) | 167 (27.2) | 365 (32.3) | <0.0001 |
| NASH | 1 (0.9) | 30 (4.9) | 74 (6.5) | 0.04 |
| Other | 22 (20.8) | 34 (5.5) | 76 (6.7) | <0.0001 |
| MELD | 12 (12–12) | 12 (10–15) | 12 (9–15) | 0.03 |
| Diameter of the target lesion, cm | ||||
| At first referral | 3.0 (2.5–5.0) | 2.5 (2.0–3.7) | 2.5 (1.9–3.7) | <0.0001 |
| Before LT | 1 (1–3) | 1 (1–2) | 1 (1–3) | 0.08 |
| Number of nodules | ||||
| At first referral | 3.0 (2.0–5.2) | 2.0 (1.2–3.0) | 1.8 (0.8–2.8) | <0.0001 |
| Before LT | 1 (1–3) | 1 (1–3) | 1 (1–3) | 0.13 |
| Milan criteria-out status | ||||
| At first referral | 46 (43.4) | 175 (28.5) | 353 (31.2) | 0.009 |
| Before LT | 48 (45.3) | 114 (18.5) | 242 (21.4) | <0.0001 |
| AFP, ng/mL | ||||
| At first referral | 13 (6–195) | 13 (5–52) | 10 (5–30) | <0.0001 |
| Before LT | 31 (88–385) | 10 (5–41) | 8 (4–24) | <0.0001 |
| AFP slope ≥15 ng/ml/month | 37 (34.9) | 45 (7.3) | 88 (7.8) | <0.0001 |
| Type of response mRECIST after LRT | ||||
| Complete response | 1 (0.9) | 99 (16.1) | 237 (20.9) | <0.0001 |
| Partial response | 17 (16.0) | 180 (29.3) | 338 (29.8) | 0.01 |
| Stable disease | 4 (3.8) | 103 (16.7) | 112 (9.9) | <0.0001 |
| Progressive disease | 6 (5.7) | 72 (11.7) | 221 (19.5) | <0.0001 |
| No LRT/no pre-LT evaluation after last LRT | 79 (74.5) | 161 (26.2) | 224 (19.8) | <0.0001 |
| Pre-LT LRT | 33 (31.1) | 511 (83.1) | 980 (86.5) | <0.0001 |
| Type of LRT** | ||||
| TACE | 23 (21.7) | 408 (66.3) | 759 (67.0) | <0.0001 |
| RFTA | 0 (-) | 61 (9.9) | 306 (27.0) | <0.0001 |
| PEI | 8 (7.5) | 116 (18.9) | 197 (17.4) | 0.02 |
| Hepatic resection | 4 (3.8) | 46 (7.5) | 123 (10.9) | 0.009 |
| TARE | 0 (-) | 0 (-) | 26 (2.3) | <0.0001 |
| SBRT | 0 (-) | 0 (-) | 0 (-) | 0.38 |
* In some cases, same patients presented multiple pathologies. ** In some cases, same patients received multiple approaches.
IQR, interquartile ranges; n, number; M, male; F, female; LT, liver transplantation; HCV, hepatitis C virus; HBV, hepatitis B virus; NASH, non-alcoholic steato-hepatitis; MELD, model for end-stage liver disease; AFP, alpha-fetoprotein; mRECIST, modified Response Evaluation Criteria In Solid Tumors; LRT, loco-regional therapy; TACE, trans-arterial chemo-embolization; RFTA, radio-frequency termo-ablation; PEI, percutaneous ethanol injection; TARE, trans-arterial radio-embolization; SBRT, stereotactic body radiation therapy.
Multivariable logistic regression analysis for the risk of 10-year HCC-related death after LT (backward Wald method) in the three different periods.
| Variables | Beta | SE | Wald | OR | 95.0% CI | P-value | |
|---|---|---|---|---|---|---|---|
| Lower | Upper | ||||||
| AFP slope >15 ng/ml/month | 3.84 | 0.85 | 20.66 | 46.64 | 8.90 | 244.54 | <0.0001 |
| Microvascular invasion | 1.58 | 0.58 | 7.33 | 4.83 | 1.54 | 15.13 | 0.007 |
| Milan criteria out | −1.63 | 0.85 | 3.67 | 0.20 | .04 | 1.04 | 0.055 |
| Constant | −2.50 | 0.51 | 23.87 | 0.08 | – | – | <0.0001 |
| AFP slope >15 ng/mlmonth | 1.62 | 0.36 | 20.11 | 5.07 | 2.50 | 10.32 | <0.0001 |
| Poor grading | 1.18 | 0.29 | 16.38 | 3.26 | 1.84 | 5.77 | <0.0001 |
| Number of nodules | 0.12 | 0.05 | 6.73 | 1.13 | 1.03 | 1.24 | 0.009 |
| Total number of LRT | 0.13 | 0.05 | 6.27 | 1.14 | 1.03 | 1.25 | 0.01 |
| Microvascular invasion | 0.58 | 0.30 | 3.88 | 1.79 | 1.00 | 3.18 | 0.049 |
| Constant | 0.25 | 155.56 | 0.05 | – | – | <0.0001 | |
| AFP slope >15 ng/ml/month | 1.26 | 0.35 | 13.30 | 3.54 | 1.79 | 6.97 | <0.0001 |
| HBV | 1.25 | 0.39 | 10.43 | 3.50 | 1.64 | 7.50 | 0.001 |
| Diameter target lesion | 0.16 | 0.05 | 9.13 | 1.18 | 1.06 | 1.31 | 0.003 |
| Microvascular invasion | 0.84 | 0.31 | 7.61 | 2.33 | 1.28 | 4.24 | 0.006 |
| Macrovascular invasion | 1.35 | 0.53 | 6.62 | 3.87 | 1.38 | 10.86 | 0.01 |
| Total number of LRT | 0.12 | 0.05 | 4.84 | 1.12 | 1.01 | 1.24 | 0.03 |
| Milan criteria out | 0.70 | 0.32 | 4.72 | 2.01 | 1.07 | 3.78 | 0.03 |
| HCV | 0.69 | 0.35 | 3.99 | 2.00 | 1.01 | 3.93 | 0.046 |
| Constant | −5.18 | 0.43 | 146.36 | 0.01 | – | – | <0.0001 |
Hosmer–Lameshow test: *0.78; **0.32; ***0.16.
Variables initially tested in the model: patient age, sex, waiting list duration, HCV, HBV, alcohol, NASH, MELD, Milan criteria out at transplant, mRECIST complete response, mRECIST progressive disease, AFP value at transplant, AFP slope >15 ng/ml/month, diameter target lesion cm, number of nodules, multifocality, bilobarity, poor grading (G3-4), microvascular invasion, macrovascular invasion, pre-LT LRT, total number of LRT, salvage transplant after resection.
SE, standard error; OR, odds ratio; CI, confidence intervals; HCC, hepatocellular cancer; AFP, alpha-fetoprotein; MELD, model for end-stage liver disease; LRT, loco-regional therapy; HCV, hepatitis C virus; HBV, hepatitis B virus; NASH, non-alcoholic steato-hepatitis; mRECIST, modified Response Evaluation Criteria In Solid Tumors; LT, liver transplantation.
Figure 3Evolution of death rates (all the causes) in the different periods of transplantation.