Literature DB >> 32952879

"Six-and-twelve" score for outcome prediction of hepatocellular carcinoma following transarterial chemoembolization. In-depth analysis from a multicenter French cohort.

Xavier Adhoute1, Guillaume Pénaranda2, Jean-Luc Raoul3, Jean-Pierre Bronowicki4, Rodolphe Anty5, Marc Bourlière6.   

Abstract

The "six-and-twelve" (6&12) score is a new hepatocellular carcinoma (HCC) prognostic index designed for recommended transarterial chemoembolization (TACE) candidates. Quick and easy to use by the sum of tumor size (cm) and number, this model identifies three groups with different survival time (the sum is ≤ 6; or > 6 but ≤ 12; or > 12); a survival benefit with TACE can be expected for HCC patients with a score not exceeding twelve. Recently, Wang ZW et al showed that the "6&12" model was the best system correlated with radiological response after the first TACE. Thus, we wanted to assess its survival prediction ability as well as its prognostic value and compared it to other systems (Barcelona Clinic Liver Cancer, Hong Kong Liver Cancer (HKLC) staging, Albumin-Bilirubin grade, tumor nodularity, infiltrative nature of the tumor, alpha-fetoprotein, Child-Pugh class, and Performance Status score, Cancer of the Liver Italian Program, Model to Estimate Survival for HCC scores, up-to-seven criteria) different from Wang ZW et al study in a multicenter French cohort of HCC including only recommended TACE candidates retrospectively enrolled. As previously demonstrated, we show that the "6&12" score can classify survival within this French cohort, with a prognostic value comparable to that of other systems, except HKLC staging. More importantly, the "6&12" score simplicity and ability in patients' stratification outperform other systems for a routine clinical practice. ©The Author(s) 2020. Published by Baishideng Publishing Group Inc. All rights reserved.

Entities:  

Keywords:  Albumin-Bilirubin grade; Hepatocellular carcinoma; Prognosis; Transarterial chemoembolization; Tumor nodularity, infiltrative nature of the tumor, alpha-fetoprotein, Child-Pugh class, and performance status score; “Six-and-twelve” score

Year:  2020        PMID: 32952879      PMCID: PMC7475776          DOI: 10.4254/wjh.v12.i8.525

Source DB:  PubMed          Journal:  World J Hepatol


Core tip: Not all-intermediate stage hepatocellular carcinoma (HCC) benefit from transarterial chemoembolization (TACE). The recent “six-and-twelve” (6&12) score is an easy to use prognostic model that ensure a quick and appropriate patient’ selection before the first TACE in Chinese cohorts. In this multicenter French cohort of HCC, the “6&12” score can also classify survival among recommended TACE candidates with a good prognostic performance. It may help clinicians in routine clinical practice.

TO THE EDITOR

We have read with great interest the study by Wang et al[1] who assessed and compared different prognostic models for hepatocellular carcinoma (HCC) patients undergoing transarterial chemoembolization (TACE) treatment, especially the latest “six-and-twelve” (6&12) score[2] within a nationwide Chinese HCC cohort (n = 1107). Increased survival after TACE is correlated with radiological response[3,4] and this study shows that the “6&12” index is the best system correlated with radiological response after the first TACE. The study population was more heterogeneous than the population used to develop the score, including patients with slightly altered performance status (PS) and logically a model like the 3rd version of the hepatoma arterial-embolization prognostic score[5] (which include liver function parameters) had a higher predictive value for survival. However, simplicity (using two cut-off values for risk stratification) and presumed reliability of the “6&12” score have convinced us to assess once again[6] the reproducibility and the predictive value of this new model in a multicenter French cohort of HCC patients including only recommended TACE candidates (n = 324) ie intermediate and early unresectable stages according to the treatment stage migration concept. We compared it to other systems different from Wang et al[1]’s study (Barcelona Clinic Liver cancer[7] (BCLC) staging, Child-Pugh (CP) class, Albumin-Bilirubin[8] (ALBI) grade, NIACE[9] [tumor nodularity, infiltrative nature of the tumor, alpha-fetoprotein (AFP), CP class, and PS] score (Table 1)) using time-dependent area under receiver operating characteristic curve (AUROC) values and C-indices.
Table 1

Summary of points-based scores

CLIP (0 to 7 points)MESH (0 to 6 points)NIACE (0 to 7 points)
Portal vein thrombosis1 pointTumor extent: Beyond Milan criteria1 pointTumor nodules ≥ 31 point
AFP ≥ 400 ng/mL1 pointVascular invasion and/or Extrahepatic spread1 pointInfiltrative HCC1.5 points
Nodular HCC0 point
Child-Pugh gradeA0 pointPS ≥ 21 pointAFP ≥ 200 ng/mL1.5 points
B1 pointChild-Pugh grade ≥ A61 point
C2 points
Tumor extentUnidolar and extension ≤ 50%0 pointAFP ≥ 20 ng/mL1 pointChild-Pugh grade A0 point
Multinodular and extension ≤ 50%1 pointAlkaline phosphatase ≥ 200 IU/l1 pointChild-Pugh grade B1.5 points
Massive or extension > 50%2 pointsPS ≥ 11.5 points

CLIP: Cancer of the Liver Italian Program; MESH: Model to Estimate Survival for Hepatocellular carcinoma; NIACE: Tumor nodularity, infiltrative nature of the tumor, alpha-fetoprotein, Child-Pugh class, and performance status.

Summary of points-based scores CLIP: Cancer of the Liver Italian Program; MESH: Model to Estimate Survival for Hepatocellular carcinoma; NIACE: Tumor nodularity, infiltrative nature of the tumor, alpha-fetoprotein, Child-Pugh class, and performance status. Patients were retrospectively enrolled over a six years period in two centers (Marseille, Nancy). Demographic and clinical characteristics of HCC patients are shown in Table 2. HCC patients were mostly male (85%), with a median of age of 68 years. Cirrhosis was present in 96% of cases, CP class A (77%), CP class B7 (23%). Underlying liver disease was mostly related to alcohol abuse (38%) or viral C hepatitis (40%). Patients were BCLC stage B (n = 179), BCLC stage A (n = 145). HCC were multinodular in 71% of cases and the median tumor diameter was 35 mm (25-50). The mean session number of conventional TACE was 2.7 ± 1.8.
Table 2

Baseline characteristics of hepatocellular carcinoma patients undergoing transarterial chemoembolization treatment, n (%)

Demographic variablesMarseille/Nancy cohort, n = 324Marseille cohort1, n = 252
Age - Median [Q1-Q3], year68 [62-74]68 [60-73]
Gender Male/female276 (85)/48 (15)214 (85)/38 (15)
Liver disease HCV/HBV/Alcoholism/MS/other129 (40)/14 (4)/122 (38)/42 (13)/17 (5)109 (43)/12 (5)/84 (33)/37 (15)/10 (4)
ECOG (PS-0)324 (100)252 (100)
Cirrhosis311 (96)243 (96)
Tumor variables:
Tumor Size – mm - median [q1-q3]35 [25-50]32 [25-44]
Nodule (s): 1/2/3/4/≥ 595 (29)/72 (22)/80 (25)/38 (12)/39 (12)83 (33)/67 (27)/34 (13)/31 (12)/37 (15)
Laboratory variables
AFP – ng/mL, median [q1-q3]16.3 [6.0-120.3]11.2 [5.0-77.7]
PT (%), median [q1-q3]76 [64-88]78 [68-88]
Albumin (g/L), median [q1-q3]35 [28-38]36.6 [32.7-41.0]
Total bilirubin (mcmol/L), median [q1-q3]19.0 [13.7-28.7]17 [11-27]
Child - Pugh grade A/B7249 (77)/75 (23)180 (71)/72 (29)
ALBI1 class64 (20)/230 (71)/30 (9)37 (15)/175 (73)/29 (12)
BCLC1 stage A/B145 (45%)/179 (55%)134 (56)/107 (44)
“6&12”1 score allocation n ≤ 6/> 6 - ≤ 12/> 12154 (48)/163 (50)/7 (2)130 (54)/106 (44)/5 (2)
NIACE score allocation ≤ 1/1.5 - 3/> 3168 (52)/134 (41)/22 (7)
CLIP1 score allocation 0/1/2/≥ 3-55 (23)/135 (56)/45 (19)/ 6 (2)
MESH1 score allocation 0/1/2/3/4-41 (17)/77 (32)/78 (32)/37 (15)/8 (4)
Up-to-Seven model1 (In/Out)-176 (73)/65 (27)
HKLC1 stage 1/2a/2b/3a/3b-89 (37)/43 (17)/65 (27)/24 (10)/21 (9)

Available data for 241 patients for staging and scores calculation. The Albumin-Bilirubin (ALBI) score was calculated according to the . ALBI grades were defined as ALBI grade 1 (score ≤ -2.60), ALBI grade 2 (score > - 2.60 and ≤ - 1.39) and ALBI grade 3 (score > - 1.39). Bilirubin level in mcmol/L and albumin level in g/L; Up-to-seven criteria: With seven as the sum of the largest tumor size (in cm) + number of tumor(s). Barcelona Clinic Liver cancer (BCLC) classification: Current (BCLC) staging considers solitary tumor > 2 cm or no more than 3 tumors not exceeding 3 cm in diameter (Performance Status-0, Child-Pugh (CP) class A or B7 grade) as stage A. No tumor was classified at the very early stage of hepatocellular carcinoma (HCC) (BCLC 0) in this multicenter French cohort. BCLC stage B HCC encompassed patients with multiple tumors beyond 3 cm, PS-0, CP A or B7 grade. Hong Kong Liver Cancer classification: Early tumor: ≤ 5 cm, ≤ 3 tumor nodules; CP grade A (stage 1), CP grade B (stage 2a), -Intermediate tumor: ≤ 5 cm and > 3 tumor nodules or > 5 cm and ≤ 3 tumor nodules, CP grade A (stage 2b), CP grade B (stage 3a), - Locally-advanced tumor: > 5 cm, > 3 tumor nodules, CP grade A or B (stage 3b). HCC: Hepatocellular carcinoma; TACE: Transarterial chemoembolization; HCV: Hepatitis C virus; HBV: Hepatitis B virus; MS: Metabolic syndrome; ECOG (PS): Eastern Cooperative Oncology Group (Performance Status); AFP: Alpha-fetoprotein; PT: Prothrombin Time; ALBI: Albumin-Bilirubin; BCLC: Barcelona Clinic Liver Cancer; “6&12”: “Six-and-twelve”; NIACE: Tumor nodularity, infiltrative nature of the tumor, AFP, CP, PS; CLIP: Cancer of the Liver Italian Program; MESH: Model to Estimate Survival for Hepatocellular carcinoma; HKLC: Hong Kong Liver Cancer.

Baseline characteristics of hepatocellular carcinoma patients undergoing transarterial chemoembolization treatment, n (%) Available data for 241 patients for staging and scores calculation. The Albumin-Bilirubin (ALBI) score was calculated according to the . ALBI grades were defined as ALBI grade 1 (score ≤ -2.60), ALBI grade 2 (score > - 2.60 and ≤ - 1.39) and ALBI grade 3 (score > - 1.39). Bilirubin level in mcmol/L and albumin level in g/L; Up-to-seven criteria: With seven as the sum of the largest tumor size (in cm) + number of tumor(s). Barcelona Clinic Liver cancer (BCLC) classification: Current (BCLC) staging considers solitary tumor > 2 cm or no more than 3 tumors not exceeding 3 cm in diameter (Performance Status-0, Child-Pugh (CP) class A or B7 grade) as stage A. No tumor was classified at the very early stage of hepatocellular carcinoma (HCC) (BCLC 0) in this multicenter French cohort. BCLC stage B HCC encompassed patients with multiple tumors beyond 3 cm, PS-0, CP A or B7 grade. Hong Kong Liver Cancer classification: Early tumor: ≤ 5 cm, ≤ 3 tumor nodules; CP grade A (stage 1), CP grade B (stage 2a), -Intermediate tumor: ≤ 5 cm and > 3 tumor nodules or > 5 cm and ≤ 3 tumor nodules, CP grade A (stage 2b), CP grade B (stage 3a), - Locally-advanced tumor: > 5 cm, > 3 tumor nodules, CP grade A or B (stage 3b). HCC: Hepatocellular carcinoma; TACE: Transarterial chemoembolization; HCV: Hepatitis C virus; HBV: Hepatitis B virus; MS: Metabolic syndrome; ECOG (PS): Eastern Cooperative Oncology Group (Performance Status); AFP: Alpha-fetoprotein; PT: Prothrombin Time; ALBI: Albumin-Bilirubin; BCLC: Barcelona Clinic Liver Cancer; “6&12”: “Six-and-twelve”; NIACE: Tumor nodularity, infiltrative nature of the tumor, AFP, CP, PS; CLIP: Cancer of the Liver Italian Program; MESH: Model to Estimate Survival for Hepatocellular carcinoma; HKLC: Hong Kong Liver Cancer. After a median follow-up duration of 24.4 (15.0-36.8) mo, eighty one percent of patients died. Kaplan-Meier analyses showed significant differences in overall survival (OS) distributions across subgroups of BCLC staging, “6&12” (Figure 1) and NIACE scores within this cohort (P < 0.05) (Table 3). Liver function at baseline also had an impact on survival; median OS was significantly different according to the CP class [CP-A, 27 (25-31) mo; CP-B7, 21 (15-24) mo (P = 0.0003)], or ALBI grade [grade 1, 35 (25-43) mo; grade 2, 26 (22-28) mo; grade 3, 16 (12-24) mo (P = 0.0029)].
Figure 1

Kaplan-Meier analysis of overall survival according to “Six-and-twelve” criteria in the multicenter French HCC cohort (n = 324). TACE: Transarterial chemoembolization.

Table 3

Kaplan-Meier survival analysis according to “Six-and-twelve” score and other systems in the multicenter French cohort (n = 324)

Scoring/stage systemsOS [95%CI], moP value (log-rank)Sidak1Hazard ratio [95%CI]P value
“6&12” score< 0.0001
sum ≤ 6 (n = 154)31 [27-35]RefRef
sum > 6 ≤ 12 (n = 163)20 [17-24]0.00091.55 [1.21-1.99]0.0005
sum > 12 (n = 7)15 [5-19]< 0.00013.80 [1.76-8.21]0.0007
BCLC staging< 0.0001
A (n = 145)35 [29-38]NRRef
B (n = 179)19 [17-23]NR1.88 [1.47-2.41]< 0.0001
NIACE score< 0.0001
≤ 1 (n = 168)35 [28-36]RefRef
1.5 - 3 (n= 134)20 [16-23]< 0.00011.92 [1.49-2.48]< 0.0001
> 3 (n = 22)11 [5-16]< 0.00016.23 [3.87-10.02]< 0.0001
Child-Pugh class0.0003
A (n = 249)27 [25-31]NRRef
B (n = 75)21 [15-24]NR1.66 [1.26-2.19]0.0003
ALBI grade0.0029
Grade 1 (n = 64)35 [25-43]RefRef
Grade 2 (n = 230)26 [22-28]0.12281.50 [1.06-2.11]0.0216
Grade 3 (n = 30)16 [12-24]0.00162.30 [1.41-3.75]0.0009

Sidak test for multiple comparisons. OS: Overall Survival; CI: Confidence Interval; “6&12”: “Six-and-twelve”; Ref: Reference; BCLC: Barcelona Clinic Liver Cancer; NIACE: Tumor nodularity, infiltrative nature of the tumor, alpha-fetoprotein, child-pugh class, performance status; ALBI: Albumin-Bilirubin.

Kaplan-Meier analysis of overall survival according to “Six-and-twelve” criteria in the multicenter French HCC cohort (n = 324). TACE: Transarterial chemoembolization. Kaplan-Meier survival analysis according to “Six-and-twelve” score and other systems in the multicenter French cohort (n = 324) Sidak test for multiple comparisons. OS: Overall Survival; CI: Confidence Interval; “6&12”: “Six-and-twelve”; Ref: Reference; BCLC: Barcelona Clinic Liver Cancer; NIACE: Tumor nodularity, infiltrative nature of the tumor, alpha-fetoprotein, child-pugh class, performance status; ALBI: Albumin-Bilirubin. Performances of the “6&12” score and other systems for survival prediction are indicated in Table 4. Time-dependent AUROC values and C-indices of the “6&12” score was not significantly different from those of other systems. We checked our results within the main cohort from Marseille (n = 252) (Table 2) by comparing the “6&12” score to other staging scoring systems (Hong Kong Liver Cancer[10] (HKLC), Cancer of the Liver Italian Program[11] (CLIP), Model to Estimate Survival for HCC[12] (MESH), up-to-seven criteria[13]). Significant differences in survival distributions were also found across subgroups of the “6&12” score and other systems within this single center cohort (P < 0.05) (Table 5). Its predictive value remained comparable to that of other systems [C-index “6&12” 0.63 (0.56-0.70) vs CLIP 0.70 (0.62-0.78) vs “up-to-seven” 0.61 (0.56-0.66) vs MESH 0.71 (0.63-0.78), not significant] except for HKLC staging, which provides a better prognostication ability [3-year AUROC (“6&12”) 0.56 (0.44-0.68) vs (HKLC) 0.69 (0.65-0.74), P = 0.0325] using a more complex stratification into five subgroups.
Table 4

Comparison of predictive accuracy for overall survival between “Six-and-Twelve” score and staging/scoring systems (multicenter French cohort n = 324)

Scoring/stage systems1-yr AUROCP (vs ref)2-yr AUROCP (vs ref)3-yr AUROCP (vs ref)C-indexP (vs ref)
“6&12” score0.65 [0.57-0.74]Ref0.65 [0.59-0.71]Ref0.64 [0.58-0.71]Ref0.66 [0.58-0.74]
BCLC staging0.61 [0.54-0.67]0.18270.64 [0.59-0.70]0.70790.61 [0.55-0.68]0.23170.61 [0.54-0.68]NS
NIACE score0.75 [0.68-0.83]0.01340.69 [0.64-0.75]0.23680.69 [0.63-0.74]0.28270.70 [0.64-0.77]NS
Child-Pugh class0.56 [0.49-0.63]0.10570.56 [0.51-0.60]0.02170.55 [0.50-0.59]0.03040.59 [0.55-0.64]NS
ALBI grade0.63 [0.57-0.69]0.68350.56 [0.51-0.61]0.04790.55 [0.49-0.61]0.10330.62 [0.55-0.68]NS

“6&12”: “Six-and-twelve”; AUROC: Area under receiver operating characteristic curve; C-index: Concordance index; Ref: Reference; BCLC: Barcelona Clinic Liver Cancer; NS: Not significant; NIACE: Tumor nodularity, infiltrative nature of the tumor, alpha-fetoprotein, child-pugh class, performance status; ALBI: Albumin-Bilirubin.

Table 5

Kaplan-Meier survival analysis according to “Six-and-twelve” score and other systems in the main cohort from Marseille (available data for 241 hepatocellular carcinoma patients)

Scoring/stage systemsOS [95%CI], moP value (log-rank)Sidak1Hazard ratio [95%CI]P value
“6&12” score0.0004
sum ≤ 6 (n = 130)32 [28-36]RefRef
sum > 6 ≤ 12 (n = 106)20 [17-25]0.00171.61 [1.21-2.14]0.0010
sum > 12 (n = 5)16 [5-34]0.00033.34 [1.35-8.25]0.0092
CLIP< 0.0001
0 (n = 55)35 [30-68]RefRef
1 (n = 135)28 [25-32]0.07241.81 [1.23-2.67]0.0028
2 (n = 45)18 [15-23]< 0.00012.86 [1.81-4.54]< 0.0001
3 (n = 6)10 [1-27]< 0.00018.12 [3.35-19.67]< 0.0001
HKLC< 0.0001
1 (n = 89)36 [30-40]RefRef
2a (n = 42)25 [19-35]0.00241.79 [1.18-2.72]0.0060
2b (n = 65)26 [19-34]0.07491.45 [1.01-2.10]0.0450
3a (n = 24)17 [11-23]< 0.00013.30 [2.03-5.36]< 0.0001
3b (n = 21)14 [11-16]< 0.00014.55 [2.73-7.58]< 0.0001
Up-to-Seven0.0001
In (n = 176)30 [27-35]NARef
Out (n = 65)18 [15-24]NA1.81 [1.34-2.46]0.0001
MESH< 0.0001
0 (n = 41)43 [35-70]RefRef
1 (n = 77)30 [25-35]0.12912.16 [1.33-3.48]0.0017
2 (n = 78)26 [19-34]0.04902.30 [1.41-3.74]0.0008
3 (n = 37)15 [10-21]< 0.00016.02 [3.51-10.33]< 0.0001
4 (n = 8)13 [4-24]< 0.00019.69 [3.86-24.36]< 0.0001

Sidak test for multiple comparisons. “6&12”: “Six-and-twelve”; OS: Overall Survival; CI: Confidence Interval; Ref: Reference; CLIP: Cancer of the Liver Italian Program; HKLC: Hong Kong Liver Cancer; MESH: Model to Estimate Survival for Hepatocellular carcinoma.

Comparison of predictive accuracy for overall survival between “Six-and-Twelve” score and staging/scoring systems (multicenter French cohort n = 324) “6&12”: “Six-and-twelve”; AUROC: Area under receiver operating characteristic curve; C-index: Concordance index; Ref: Reference; BCLC: Barcelona Clinic Liver Cancer; NS: Not significant; NIACE: Tumor nodularity, infiltrative nature of the tumor, alpha-fetoprotein, child-pugh class, performance status; ALBI: Albumin-Bilirubin. Kaplan-Meier survival analysis according to “Six-and-twelve” score and other systems in the main cohort from Marseille (available data for 241 hepatocellular carcinoma patients) Sidak test for multiple comparisons. “6&12”: “Six-and-twelve”; OS: Overall Survival; CI: Confidence Interval; Ref: Reference; CLIP: Cancer of the Liver Italian Program; HKLC: Hong Kong Liver Cancer; MESH: Model to Estimate Survival for Hepatocellular carcinoma. Firstly, our findings confirm previously published results[1,2], the “6&12” score can classify survival among recommended TACE candidates. Its prognostic performance was similar within our cohort compared to Wang et al[2] original study [3-year AUROC values: 0.64 (0.58-0.71) vs 0.65 (0.61, 0.70); C-indices: 0.66 (0.58-0.74) vs 0.66 (0.63, 0.69) (Table 4)], and higher than that observed in this nationwide Chinese cohort[1] [c-index: 0.58 (0.56, 0.60)]. Moreover, HCC patients with the highest tumor burden [sum of largest tumor size (cm) and number exceeding 12] have a median survival of 15 mo similar to Wang et al[1]’s manuscript. Thus, this model can also identify within our population a subgroup of patients with poor prognosis who may not achieve benefit from TACE. The “6&12” risk stratification into three subgroups is relevant. Indeed, the first one (sum of tumor size and number not exceeding six) identifies TACE candidates with long-term survival especially those who may achieve a complete necrosis after this treatment[14,15]. Moreover, TACE is also an effective therapy for the second subgroup (sum of tumor size and number above six and not exceeding twelve), which has clear boundaries unlike intermediate stage subclassifications[16,17] that divide tumor burden according to the up-to-seven criteria (within/out). Secondly, in our study the “6&12” score prognostic value is comparable to that of other systems, but most of these models cannot be used to guide treatment decision directly. “6&12” simplicity outweighs other systems for a current clinical practice including models with online calculator[5]. Indeed, therapeutic management is determined using a multidisciplinary approach and control of different published prognostic scores for TACE by clinicians (surgeons, oncologists, hepatologists and radiologists) is very unusual. By adding “the sum of largest tumor size and number”, it is true that consensus is easy to achieve among all clinicians. Moreover, other scores[9] encompass other baseline features that are likely to impact OS such as morphology of the tumor[18], but those parameters are not routinely recorded, which limits their use. Thirdly, TACE should be limited to HCC patients with preserved liver function, and our results also highlight the importance of liver function in our population that included only recommended TACE candidates. Our patients are older, with more cirrhotic patients, and more alcohol-related diseases. This probably explains the differences in survival observed between this multicenter French cohort and Wang et al[2] original study, with OS ranging from 31.0 to 15.0 mo compared to 43.3 to 16.8 mo (according to “6&12” score), respectively. However, OS observed in our cohort was comparable to that of this nationwide Chinese cohort[1] including a more heterogeneous population with OS ranging from 31.3 to 18.5 mo. Fourthly, Wang et al[19] findings on ABCR score are not surprising. This model designed for further TACE combines four parameters (AFP serum level, BCLC stage, change in Child-Pugh grade, and radiological tumor Response), but unlike ART[20,21] (assessment for re-treatment with TACE) model the highest coefficient is assigned to radiological tumor response. In summary, in this multicenter French HCC cohort different staging/scoring systems classify survival among recommended TACE candidates with a similar predictive power. However, “6&12” score simplicity and ability in patients’ stratification outperform other systems for a routine clinical practice.
  21 in total

1.  NIACE score for hepatocellular carcinoma patients treated by surgery or transarterial chemoembolization.

Authors:  Xavier Adhoute; Guillaume Pénaranda; Jean Luc Raoul; Emilie Bollon; Bernard Pol; Yves P Letreut; Hervé Perrier; Olivier Bayle; Olivier Monnet; Patrick Beaurain; Cyril Muller; Jean Hardwigsen; Gaëlle Lefolgoc; Paul Castellani; Jean P Bronowicki; Marc Bourlière
Journal:  Eur J Gastroenterol Hepatol       Date:  2017-06       Impact factor: 2.566

Review 2.  Recommendations for the use of chemoembolization in patients with hepatocellular carcinoma: Usefulness of scoring system?

Authors:  Xavier Adhoute; Guillaume Penaranda; Paul Castellani; Herve Perrier; Marc Bourliere
Journal:  World J Hepatol       Date:  2015-03-27

Review 3.  Subclassification of BCLC B Stage Hepatocellular Carcinoma and Treatment Strategies: Proposal of Modified Bolondi's Subclassification (Kinki Criteria).

Authors:  Masatoshi Kudo; Tadaaki Arizumi; Kazuomi Ueshima; Toshiharu Sakurai; Masayuki Kitano; Naoshi Nishida
Journal:  Dig Dis       Date:  2015-10-21       Impact factor: 2.404

4.  The "six-and-twelve score" for TACE treatment: Does it really help us?

Authors:  Marc Bourlière; Guillaume Pénaranda; Xavier Adhoute; Jean-Pierre Bronowicki
Journal:  J Hepatol       Date:  2019-09-09       Impact factor: 25.083

5.  Retreatment with TACE: the ABCR SCORE, an aid to the decision-making process.

Authors:  Xavier Adhoute; Guillaume Penaranda; Sebastien Naude; Jean Luc Raoul; Herve Perrier; Olivier Bayle; Olivier Monnet; Patrick Beaurain; Christophe Bazin; Bernard Pol; Gaelle Le Folgoc; Paul Castellani; Jean Pierre Bronowicki; Marc Bourlière
Journal:  J Hepatol       Date:  2014-11-21       Impact factor: 25.083

6.  Severity and timing of progression predict refractoriness to transarterial chemoembolization in hepatocellular carcinoma.

Authors:  Hwi Young Kim; Joong-Won Park; Jungnam Joo; Se Jin Jung; Sangbu An; Sang Myung Woo; Hyun Beom Kim; Young Hwan Koh; Woo Jin Lee; Chang-Min Kim
Journal:  J Gastroenterol Hepatol       Date:  2012-06       Impact factor: 4.029

7.  Assessment of liver function in patients with hepatocellular carcinoma: a new evidence-based approach-the ALBI grade.

Authors:  Philip J Johnson; Sarah Berhane; Chiaki Kagebayashi; Shinji Satomura; Mabel Teng; Helen L Reeves; James O'Beirne; Richard Fox; Anna Skowronska; Daniel Palmer; Winnie Yeo; Frankie Mo; Paul Lai; Mercedes Iñarrairaegui; Stephen L Chan; Bruno Sangro; Rebecca Miksad; Toshifumi Tada; Takashi Kumada; Hidenori Toyoda
Journal:  J Clin Oncol       Date:  2014-12-15       Impact factor: 44.544

8.  Development of Hong Kong Liver Cancer staging system with treatment stratification for patients with hepatocellular carcinoma.

Authors:  Thomas Yau; Vikki Y F Tang; Tzy-Jyun Yao; Sheung-Tat Fan; Chung-Mau Lo; Ronnie T P Poon
Journal:  Gastroenterology       Date:  2014-02-25       Impact factor: 22.682

9.  Proposal and validation of a new model to estimate survival for hepatocellular carcinoma patients.

Authors:  Po-Hong Liu; Chia-Yang Hsu; Cheng-Yuan Hsia; Yun-Hsuan Lee; Yi-Hsiang Huang; Chien-Wei Su; Fa-Yauh Lee; Han-Chieh Lin; Teh-Ia Huo
Journal:  Eur J Cancer       Date:  2016-05-31       Impact factor: 9.162

10.  Development of a prognostic score for recommended TACE candidates with hepatocellular carcinoma: A multicentre observational study.

Authors:  Qiuhe Wang; Dongdong Xia; Wei Bai; Enxin Wang; Junhui Sun; Ming Huang; Wei Mu; Guowen Yin; Hailiang Li; Hui Zhao; Jing Li; Chunqing Zhang; Xiaoli Zhu; Jianbing Wu; Jiaping Li; Weidong Gong; Zixiang Li; Zhengyu Lin; Xingnan Pan; Haibin Shi; Guoliang Shao; Jueshi Liu; Shufa Yang; Yanbo Zheng; Jian Xu; Jinlong Song; Wenhui Wang; Zhexuan Wang; Yuelin Zhang; Rong Ding; Hui Zhang; Hui Yu; Lin Zheng; Weiwei Gu; Nan You; Guangchuan Wang; Shuai Zhang; Long Feng; Lin Liu; Peng Zhang; Xueda Li; Jian Chen; Tao Xu; Weizhong Zhou; Hui Zeng; Yongjin Zhang; Wukui Huang; Wenjin Jiang; Wen Zhang; Wenbo Shao; Lei Li; Jing Niu; Jie Yuan; Xiaomei Li; Yong Lv; Kai Li; Zhanxin Yin; Jielai Xia; Daiming Fan; Guohong Han
Journal:  J Hepatol       Date:  2019-01-18       Impact factor: 25.083

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1.  Tumor Burden in Patients With Hepatocellular Carcinoma Undergoing Transarterial Chemoembolization: Head-to-Head Comparison of Current Scoring Systems.

Authors:  Lukas Müller; Felix Hahn; Timo Alexander Auer; Uli Fehrenbach; Bernhard Gebauer; Johannes Haubold; Sebastian Zensen; Moon-Sung Kim; Michel Eisenblätter; Thierno D Diallo; Dominik Bettinger; Verena Steinle; De-Hua Chang; David Zopfs; Daniel Pinto Dos Santos; Roman Kloeckner
Journal:  Front Oncol       Date:  2022-02-23       Impact factor: 6.244

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