| Literature DB >> 35127490 |
Lei Liu1, Si Xie2, Yu-Xian Teng2, Zhu-Jian Deng2, Kang Chen2, Hao-Tian Liu2, Rong-Rui Huo2, Xiu-Mei Liang2, Ping-Ping Guo2, Da-Long Yang2, Liang Ma2, Bang-De Xiang2, Le-Qun Li2, Jian-Hong Zhong2.
Abstract
AIMS: This study aims to determine differences in severity of background liver disease at hepatocellular carcinoma (HCC) diagnosis and long-term survival outcomes among patients undergoing liver resection for HCC in the background of metabolic dysfunction-associated fatty liver disease (MAFLD) compared to chronic hepatitis B (CHB) alone or concurrent CHB (CHB/MAFLD).Entities:
Keywords: chronic hepatitis B; hepatocellular carcinoma (HCC); liver resection; metabolic dysfunction-associated fatty liver disease; overall survival
Year: 2022 PMID: 35127490 PMCID: PMC8810487 DOI: 10.3389/fonc.2021.783339
Source DB: PubMed Journal: Front Oncol ISSN: 2234-943X Impact factor: 6.244
Figure 1Patient selection flow. CHB, chronic hepatitis B; HCC, hepatocellular carcinoma; HCV, hepatitis C virus; HIV, human immunodeficiency virus; MAFLD, metabolic dysfunction-associated fatty liver disease.
Patient baseline demographic and clinical characteristics.
| Variables | MAFLD, n=67 (%) | CHB/MAFLD, n=176 (%) | CHB, n=1082 (%) |
| ||
|---|---|---|---|---|---|---|
| MAFLD | MAFLD | CHB/MAFLD | ||||
| Gender, female | 10 (14.9) | 21 (11.9) | 151 (14.0) | 0.824 | 0.532 | 0.469 |
| Age, year | 58.8 ± 10.0 | 49.4 ± 9.4 | 48.9 ± 10.8 | <0.001 | <0.001 | 0.537 |
| Body mass index, ≥23 kg/m2 | 42 (62.7) | 166 (94.3) | 360 (33.3) | <0.001 | <0.001 | <0.001 |
| Smoking, present | 20 (29.9) | 56 (31.8) | 408 (37.7) | 0.197 | 0.768 | 0.133 |
| Hypertension, present | 24 (35.8) | 29 (16.5) | 69 (6.4) | <0.001 | 0.001 | <0.001 |
| Type 2 diabetes mellitus, present | 18 (26.9) | 30 (17.0) | 63 (5.8) | <0.001 | 0.086 | <0.001 |
| Hepatic steatosis, present | 67 (100) | 176 (100) | 96 (8.9) | <0.001 | 1.000 | <0.001 |
| Liver cirrhosis, present | 34 (50.7) | 120 (68.2) | 771 (71.3) | <0.001 | 0.012 | 0.405 |
| Child-Pugh grade B | 4 (6.0) | 5 (2.8) | 83 (7.7) | 0.610 | 0.439 | 0.020 |
| Triglycerides, mmol/L | 1.3 (0.9, 1.8) | 0.9 (0.9, 1.4) | 0.9 (0.7, 1.1) | <0.001 | 0.041 | <0.001 |
| High-density lipoprotein, mmol/L | 1.2 ± 0.4 | 1.2 ± 0.3 | 1.21 ± 0.34 | 0.314 | 0.317 | 0.941 |
| Alpha fetoprotein, ≥400 ng/ml | 16 (23.9) | 51 (29.0) | 457 (42.2) | 0.003 | 0.427 | 0.001 |
| Platelet count, <100 x109/L | 1 (1.5) | 8 (4.5) | 88 (8.1) | 0.048 | 0.456 | 0.096 |
| Prothrombin time | 12.2 ± 0.9 | 12.8 ± 1.3 | 12.9 ± 1.4 | <0.001 | <0.001 | 0.085 |
| Total bilirubin, μmol/L | 13.4 (9.9, 18.4) | 13.8 (10.6, 17.4) | 13.6 (10.1, 18.3) | 0.846 | 0.793 | 0.925 |
| Albumin, g/L | 39.6 ± 4.2 | 39.6 ± 4.1 | 38.9 ± 4.7 | 0.220 | 0.969 | 0.048 |
| Prealbumin, g/L | 221.3 ± 66.5 | 195.2 ± 57.5 | 172.9 ± 66.3 | <0.001 | 0.003 | <0.001 |
| Alanine aminotransferase, U/L | 26.0 (18.5, 35.0) | 40.0 (27.0, 56.0) | 37.0 (26.0, 54.0) | <0.001 | <0.001 | 0.122 |
| Aspartate aminotransferase, U/L | 28.0 (23.0, 36.5) | 37.0 (30.0, 50.0) | 41.0 (31.0, 61.0) | <0.001 | <0.001 | 0.006 |
| Tumor size, >5 cm | 33 (49.3) | 96 (54.5) | 667 (61.6) | 0.044 | 0.460 | 0.074 |
| Tumor number, multiple | 7 (10.4) | 44 (25.0) | 243 (22.5) | 0.021 | 0.013 | 0.456 |
| Macrovascular invasion, present | 7 (10.4) | 21 (11.9) | 197 (18.2) | 0.107 | 0.746 | 0.041 |
| BCLC stage | 0.010 | 0.013 | 0.008 | |||
| 0/A | 52 (77.6) | 106 (60.2) | 638 (59.0) | |||
| B | 6 (9.0) | 45 (25.6) | 196 (18.1) | |||
| C | 9 (13.4) | 25 (14.2) | 248 (22.9) | |||
| Major hepatectomy | 13 (19.4) | 47 (26.7) | 369 (34.1) | 0.013 | 0.238 | 0.053 |
| Microvascular invasion, present | 28 (41.8) | 82 (46.6) | 614 (56.7) | 0.017 | 0.502 | 0.012 |
| Adjuvant transarterial chemoembolization, present | 22 (32.8) | 81 (46.0) | 595 (55.0) | <0.001 | 0.063 | 0.027 |
Data are mean ± standard deviation, median (IQR) or N (%).
BCLC, Barcelona Clinic Liver Cancer; CHB, chronic hepatitis B; MAFLD, metabolic dysfunction-associated fatty liver disease.
Risk factors of overall and recurrence-free survival.
| Variables | Overall survival | Recurrence-free survival | ||||||
|---|---|---|---|---|---|---|---|---|
| Univariable analysis | Multivariable analysis | Univariable analysis | Multivariable analysis | |||||
| Hazard ratio (95% CI) |
| Hazard ratio (95% CI) |
| Hazard ratio (95% CI) |
| Hazard ratio (95% CI) |
| |
| Counterparts | ||||||||
| CHB | 1.00 | 1.00 | 1.00 | 1.00 | ||||
| MAFLD | 0.24 (0.11–0.50) | <0.001 | 0.38 (0.18–0.80) | 0.011 | 0.44 (0.29–0.68) | <0.001 | 0.54 (0.35–0.83) | 0.005 |
| CHB/MAFLD | 0.76 (0.57–1.01) | 0.061 | 1.10 (0.79–1.53) | 0.555 | 0.74 (0.58–0.93) | 0.010 | 0.88 (0.68–1.14) | 0.328 |
| Gender | ||||||||
| Male | 1.00 | 1.00 | ||||||
| Female | 0.76 (0.57–1.02) | 0.066 | 0.78 (0.62–0.98) | 0.033 | ||||
| Age, yr | 0.99 (0.98–1.00) | 0.126 | 0.99 (0.98–1.00) | 0.002 | ||||
| BMI, kg/m2 | ||||||||
| <23 | 1.00 | 1.00 | 1.00 | 1.00 | ||||
| ≥23 | 0.73 (0.61–0.89) | 0.002 | 0.89 (0.72–1.11) | 0.294 | 0.85 (0.73–0.98) | 0.029 | 1.00 (0.85–1.19) | 0.968 |
| Smoking | ||||||||
| Absent | 1.00 | 1.00 | 1.00 | 1.00 | ||||
| Present | 1.21 (1.00–1.46) | 0.047 | 1.05 (0.86–1.27) | 0.643 | 1.21 (1.04–1.41) | 0.014 | 1.12 (0.96–1.31) | 0.148 |
| Hypertension | ||||||||
| Absent | 1.00 | 1.00 | ||||||
| Present | 0.86 (0.62–1.20) | 0.371 | 0.67 (0.50–0.89) | 0.006 | ||||
| T2DM | ||||||||
| Absent | 1.00 | 1.00 | ||||||
| Present | 0.81 (0.57–1.14) | 0.227 | 0.88 (0.66–1.17) | 0.384 | ||||
| Hepatic steatosis | ||||||||
| Absent | 1.00 | 1.00 | ||||||
| Present | 0.68 (0.54–0.85) | 0.001 | 0.71 (0.59–0.85) | <0.001 | ||||
| Liver cirrhosis | ||||||||
| Absent | 1.00 | 1.00 | ||||||
| Present | 0.90 (0.74–1.10) | 0.297 | 0.94 (0.80–1.10) | 0.452 | ||||
| Child-Pugh grade | ||||||||
| A | 1.00 | 1.00 | ||||||
| B | 1.38 (0.98–1.94) | 0.065 | 1.18 (0.87–1.60) | 0.285 | ||||
| Triglycerides, mmol/L | 0.82 (0.68–0.99) | 0.035 | 0.86 (0.74–0.99) | 0.034 | ||||
| HDL, mmol/L | 0.77 (0.58–1.04) | 0.087 | 1.08 (0.86–1.37) | 0.498 | ||||
| Alpha fetoprotein, ng/ml | ||||||||
| <400 | 1.00 | 1.00 | 1.00 | 1.00 | ||||
| ≥400 | 1.67 (1.38–2.00) | <0.001 | 1.17 (0.96–1.41) | 0.114 | 1.73 (1.49–2.00) | <0.001 | 1.29 (1.11–1.51) | 0.001 |
| Platelet count, x109/L | ||||||||
| <100 | 1.00 | 1.00 | ||||||
| ≥100 | 0.73 (0.52–1.01) | 0.060 | 0.91 (0.69–1.21) | 0.531 | ||||
| Prothrombin time | 1.14 (1.06–1.22) | <0.001 | 1.00 (0.99–1.00) | <0.001 | 1.11 (1.05–1.17) | <0.001 | ||
| Total bilirubin, μmol/L | 1.00 (1.00–1.01) | 0.004 | 1.00 (1.00–1.00) | 0.336 | ||||
| Albumin, g/L | 0.96 (0.94–0.98) | <0.001 | 0.97 (0.95–0.98) | <0.001 | ||||
| Prealbumin, g/L | 0.99 (0.99–1.00) | <0.001 | 1.00 (0.99–1.00) | <0.001 | ||||
| ALT, U/L | 1.00 (1.00–1.00) | 0.781 | 1.00 (1.00–1.00) | 0.050 | 1.00 (1.00–1.00) | 0.038 | ||
| AST, U/L | 1.00 (1.00–1.01) | <0.001 | 1.01 (1.00–1.01) | <0.001 | 1.01 (1.00–1.01) | <0.001 | ||
| Tumor size, cm | ||||||||
| ≤5 | 1.00 | 1.00 | 1.00 | 1.00 | ||||
| >5 | 2.61 (2.10–3.24) | <0.001 | 1.41 (1.11–1.80) | 0.005 | 2.18 (1.85–2.56) | <0.001 | 1.30 (1.08–1.56) | 0.005 |
| Tumor number | ||||||||
| Single | 1.00 | 1.00 | 1.00 | 1.00 | ||||
| Multiple | 1.44 (1.17–1.77) | 0.001 | 1.01 (0.77–1.32) | 0.949 | 1.45 (1.22–1.71) | <0.001 | 1.05 (0.85–1.31) | 0.629 |
| Resection | ||||||||
| Minor | 1.00 | 1.00 | 1.00 | 1.00 | ||||
| Major | 2.23 (1.85–2.69) | <0.001 | 1.22 (0.99–1.51) | 0.060 | 1.86 (1.60–2.16) | <0.001 | 1.02 (0.86–1.21) | 0.825 |
| Macrovascular invasion | ||||||||
| Absent | 1.00 | 1.00 | 1.00 | 1.00 | ||||
| Present | 3.26 (2.66–3.99) | <0.001 | 1.57 (1.07–2.28) | 0.019 | 2.66 (2.23–3.17) | <0.001 | 1.31 (0.96–1.79) | 0.083 |
| Microvascular invasion | ||||||||
| Absent | 1.00 | 1.00 | 1.00 | 1.00 | ||||
| Present | 2.85 (2.32–3.51) | <0.001 | 2.14 (1.72–2.66) | <0.001 | 2.16 (1.84–2.52) | <0.001 | 1.54 (1.30–1.81) | <0.001 |
| Adjuvant TACE | ||||||||
| No | 1.00 | 1.00 | 1.00 | 1.00 | ||||
| Yes | 1.69 (1.40–2.06) | <0.001 | 1.17 (0.96–1.43) | 0.125 | 1.99 (1.70–2.32) | <0.001 | 1.43 (1.21–1.69) | <0.001 |
ALT, Alanine aminotransferase; AST, aspartate aminotransferase; BMI, body mass index; CHB, chronic hepatitis B; HDL, High-density lipoprotein; MAFLD, metabolic dysfunction-associated fatty liver disease; T2DM, type 2 diabetes mellitus; TACE, transarterial chemoembolization.
Figure 2Kaplan–Meier analysis of overall and recurrence-free survival for each counterparts. (A) Overall survival (MAFLD vs CHB, P<0.001; MAFLD vs CHB/MAFLD, P=0.002; CHB/MAFLD vs CHB, P=0.059), (B) recurrence-free survival (MAFLD vs CHB, P<0.001; MAFLD vs CHB/MAFLD, P=0.038; CHB/MAFLD vs CHB, P=0.010). CHB, chronic hepatitis B; MAFLD, metabolic dysfunction-associated fatty liver disease.
Baseline demographic and clinical characteristics of patients with MAFLD or CHB.
| Variables | Before propensity score | After propensity score | ||||
|---|---|---|---|---|---|---|
| MAFLD, n=67 (%) | CHB, n=1082 (%) |
| MAFLD, n=58 (%) | CHB, n=180 (%) |
| |
| Gender, female | 10 (14.9) | 151 (14.0) | 0.824 | 8 (13,8) | 25 (13.9) | 1.000 |
| Age, year | 60 (52,66) | 49 (41,56) | <0.001 | 57 (50,64) | 58 (50,64) | 0.527 |
| Smoking, present | 20 (29.9) | 408 (37.7) | 0.197 | 19 (32.8) | 72 (40.0) | 0.354 |
| Liver cirrhosis, present | 34 (50.7) | 771 (71.3) | <0.001 | 34 (58.6) | 106 (58.9) | 1.000 |
| Child-Pugh grade B | 4 (6.0) | 83 (7.7) | 0.610 | 4 (6.9) | 16 (8.9) | 0.789 |
| Alpha fetoprotein, ≥400 ng/ml | 16 (23.9) | 457 (42.2) | 0.003 | 15 (25.9) | 56 (31.1) | 0.511 |
| Platelet count, <100x109/L | 1 (1.5) | 88 (8.1) | 0.048 | 1 (1.7) | 5 (2.8) | 1.000 |
| Prothrombin time | 12.1 (11.5, 12.8) | 12.8 (12.1,13.7) | <0.001 | 12.1 (11.5,12.7) | 12.3 (11.7,13.0) | 0.094 |
| Total bilirubin, μmol/L | 13.4 (9.9, 18.4) | 13.6 (10.1, 18.3) | 0.846 | 13.5 (9.8,19.1) | 12.7 (9.6,17.8) | 0.465 |
| Albumin, g/L | 39.6 (37.0,42.5) | 38.8 (35.8,42) | 0.104 | 39.2 (36.5,41.5) | 39.3 (35.2,42.8) | 0.905 |
| Prealbumin, g/L | 222 (183,257) | 171 (130,213) | <0.001 | 213 (175,252) | 198 (148,238) | 0.051 |
| Alanine aminotransferase, U/L | 26.0 (18.5,35.0) | 37.0 (26.0,54.0) | <0.001 | 28.0 (18.8,38.3) | 30.5 (23.0,42.0) | 0.077 |
| Aspartate aminotransferase, U/L | 28.0 (23.0,36.5) | 41.0 (31.0, 61.0) | <0.001 | 26.0 (17.0,38.0) | 38.0(24.0,42.0) | 0.074 |
| Tumor size, >5 cm | 33 (49.3) | 667 (61.6) | 0.044 | 28 (48.3) | 92 (51.1) | 0.764 |
| Tumor number, multiple | 7 (10.4) | 243 (22.5) | 0.021 | 7 (12.1) | 18 (10.0) | 0.806 |
| Macrovascular invasion, present | 7 (10.4) | 197 (18.2) | 0.107 | 7 (12.1) | 26 (14.4) | 0.674 |
| BCLC stage | 0.010 | 0.792 | ||||
| 0/A | 52 (77.6) | 638 (59.0) | 43 (74.1) | 125 (69.4) | ||
| B | 6 (9.0) | 196 (18.1) | 6 (10.3) | 23 (12.8) | ||
| C | 9 (13.4) | 248 (22.9) | 9 (15.5) | 32 (17.8) | ||
| Major hepatectomy | 13 (19.4) | 369 (34.1) | 0.013 | 11 (19.0) | 37 (20.6) | 0.853 |
| Microvascular invasion, present | 28 (41.8) | 614 (56.7) | 0.017 | 25 (43.1) | 95 (52.8) | 0.228 |
| Adjuvant transarterial chemoembolization, present | 22 (32.8) | 595 (55.0) | <0.001 | 22 (37.9) | 80 (44.4) | 0.446 |
Data are mean ± standard deviation, median (IQR) or N (%).
BCLC, Barcelona Clinic Liver Cancer; CHB, chronic hepatitis B; MAFLD, metabolic dysfunction-associated fatty liver disease.
Figure 3Kaplan–Meier analysis of overall (A) and recurrence-free survival (B) for the MAFLD and CHB counterparts after propensity score matching. CHB, chronic hepatitis B; MAFLD, metabolic dysfunction-associated fatty liver disease.
Baseline demographic and clinical characteristics of patients with MAFLD+CHB/MAFLD or CHB.
| Variables | Before propensity score | After propensity score | ||||
|---|---|---|---|---|---|---|
| MAFLD or CHB/MAFLD, n=243 (%) | CHB, n=1082 (%) |
| MAFLD or CHB/MAFLD, n=232 (%) | CHB, n=698 (%) |
| |
| Gender, female | 31 (12.8) | 151 (14.0) | 0.681 | 30 (12.9) | 100 (14.3) | 0.662 |
| Age, year | 51 (44, 60) | 49 (41, 56) | <0.001 | 50 (44, 59) | 50 (42, 58) | 0.207 |
| Smoking, present | 76 (31.3) | 408 (37.7) | 0.065 | 76 (32.8) | 246 (35.2) | 0.524 |
| Liver cirrhosis, present | 154 (71.3) | 771 (71.3) | 0.017 | 152 (65.5) | 489 (70.1) | 0.219 |
| Child-Pugh grade B | 9 (3.7) | 83 (7.7) | 0.035 | 9 (3.9) | 37 (5.3) | 0.485 |
| Alpha fetoprotein, ≥400 ng/ml | 67 (27.6) | 457 (42.2) | <0.001 | 67 (28.9) | 234 (33.5) | 0.196 |
| Platelet count, <100x109/L | 9 (3.7) | 88 (8.1) | 0.020 | 9 (3.9) | 40 (5.7) | 0.313 |
| Prothrombin time | 12.4 (11.7, 13.3) | 12.8 (12.1, 13.7) | <0.001 | 12.5 (11.7, 13.3) | 12.6 (12.0, 13.4) | 0.132 |
| Total bilirubin, μmol/L | 13.8 (10.3, 17.6) | 13.6 (10.1, 18.3) | 0.986 | 13.8 (10.2, 17.8) | 13.2(9.9, 17.6) | 0.339 |
| Albumin, g/L | 39.7 (36.8, 42.4) | 38.8 (35.8, 42.0) | 0.007 | 39.6 (36.6, 42.2) | 39.2 (36.2, 42.1) | 0.223 |
| Prealbumin, g/L | 202 (163, 239) | 171 (130, 213) | <0.001 | 197 (162, 236) | 190(150, 230) | 0.077 |
| Alanine aminotransferase, U/L | 35 (25, 52) | 37 (26, 54) | 0.253 | 36(25, 53) | 34 (25, 51) | 0.611 |
| Aspartate aminotransferase, U/L | 35 (27, 48) | 41 (31, 61) | <0.001 | 35 (27, 48) | 37 (29, 52) | 0.067 |
| Tumor size, >5 cm | 129 (53.1) | 667 (61.6) | 0.017 | 125 (53.9) | 407 (58.3) | 0.251 |
| Tumor number, multiple | 51 (21.0) | 243 (22.5) | 0.670 | 50 (21.6) | 145 (20.8) | 0.852 |
| Macrovascular invasion, present | 28 (11.5) | 197 (18.2) | 0.014 | 28 (12.1) | 102 (14.6) | 0.382 |
| BCLC stage | 0.008 | 0.193 | ||||
| 0/A | 158 (65.0) | 638 (59.0) | 148 (63.8) | 435 (62.3) | ||
| B | 51 (21.0) | 196 (18.1) | 50 (21.6) | 127 (18.2) | ||
| C | 34 (14.0) | 248 (22.9) | 34 (14.7) | 136 (19.5) | ||
| Major hepatectomy | 60 (24.7) | 369 (34.1) | 0.005 | 58 (25.0) | 207 (29.7) | 0.180 |
| Microvascular invasion, present | 110 (45.3) | 614 (56.7) | 0.001 | 107 (46.1) | 351 (50.3) | 0.289 |
| Adjuvant transarterial chemoembolization, present | 103 (42.4) | 595 (55.0) | <0.001 | 102 (44.0) | 339 (48.6) | 0.226 |
Data are mean ± standard deviation, median (IQR) or N (%).
BCLC, Barcelona Clinic Liver Cancer; CHB, chronic hepatitis B; MAFLD, metabolic dysfunction-associated fatty liver disease.
Figure 4Kaplan–Meier analysis of overall and recurrence-free survival for the MAFLD plus CHB/MAFLD and CHB counterparts. (A) Overall survival before propensity matching, (B) overall survival after propensity matching, (C) recurrence-free survival before propensity matching, (D) recurrence-free survival after propensity matching. CHB, chronic hepatitis B; MAFLD, metabolic dysfunction-associated fatty liver disease.