Zhuhui Yuan1,2, Yang Wang1,2, Caixia Hu1,2, Wenfeng Gao1, Jiasheng Zheng1, Wei Li1. 1. 1 Center of Interventional Oncology and Liver Diseases, Beijing You'an Hospital, Capital Medical University, Beijing, China. 2. Zhuhui Yuan, Yang Wang, and Caixia Hu contributed equally to this work.
Abstract
AIM: This study aimed to evaluate the efficacy of percutaneous thermal ablation combined with transarterial embolization for recurrent hepatocellular carcinoma after hepatectomy and establish a prognostic nomogram to predict survival. METHODS: One hundred seventeen patients with recurrent hepatocellular carcinoma receiving ablation from 2009 to 2014 were included in primary cohort to establish a prognostic nomogram. Between 2014 and 2016, 51 patients with recurrent hepatocellular carcinoma treated by ablation were enrolled in the validation cohort to validate the predictive accuracy of the nomogram. All patients underwent locoregional ablation. Overall survival was the primary end point, and progression-free survival was the second end point. The performance of the nomogram was assessed through concordance index and calibration curve and compared with 5 conventional hepatocellular carcinoma staging systems. RESULTS: The 1-, 3-, and 5-year overall survival rates of primary cohort were 88.4%, 70.7%, and 64.1%, respectively. The 1-, 3-, and 5-year progression-free survival rates of primary cohort were 44%, 14%, and 8.7%, respectively. The results of multivariate analysis showed that tumor size ( P = .0469; hazard ratio, 1.020; 95% confidence interval, 1.0004-1.040), preoperative extrahepatic disease ( P = .0675; hazard ratio, 2.604; 95% confidence interval, 0.933-7.264), and close to hepatic hilum <2 cm ( P = .0053; hazard ratio, 3.691; 95% confidence interval, 1.474-9.240) were predictive factors for overall survival. The study established a nomogram to predict survival (concordance index, 0.752; 95% confidence interval, 0.656-0.849). According to the predicted overall survival, patients with recurrent hepatocellular carcinoma were divided into 3 risk classes ( P < .05): low-risk group (total score <55; predicted 5-year overall survival rate, 82.9%), intermediate-risk group (55 ≤ total score < 99; predicted 5-year overall survival rate, 52.8%), and high-risk group (hazard ratio, total score ≥99; predicted 5-year overall survival rate, not available). CONCLUSION: Percutaneous thermal ablation appears to be an effective procedure for the treatment of recurrent hepatocellular carcinoma after hepatectomy. The proposed nomogram provides a mechanism to accurately predict survival and could stratify risk among patients with recurrent hepatocellular carcinoma treated by ablation therapy.
AIM: This study aimed to evaluate the efficacy of percutaneous thermal ablation combined with transarterial embolization for recurrent hepatocellular carcinoma after hepatectomy and establish a prognostic nomogram to predict survival. METHODS: One hundred seventeen patients with recurrent hepatocellular carcinoma receiving ablation from 2009 to 2014 were included in primary cohort to establish a prognostic nomogram. Between 2014 and 2016, 51 patients with recurrent hepatocellular carcinoma treated by ablation were enrolled in the validation cohort to validate the predictive accuracy of the nomogram. All patients underwent locoregional ablation. Overall survival was the primary end point, and progression-free survival was the second end point. The performance of the nomogram was assessed through concordance index and calibration curve and compared with 5 conventional hepatocellular carcinoma staging systems. RESULTS: The 1-, 3-, and 5-year overall survival rates of primary cohort were 88.4%, 70.7%, and 64.1%, respectively. The 1-, 3-, and 5-year progression-free survival rates of primary cohort were 44%, 14%, and 8.7%, respectively. The results of multivariate analysis showed that tumor size ( P = .0469; hazard ratio, 1.020; 95% confidence interval, 1.0004-1.040), preoperative extrahepatic disease ( P = .0675; hazard ratio, 2.604; 95% confidence interval, 0.933-7.264), and close to hepatic hilum <2 cm ( P = .0053; hazard ratio, 3.691; 95% confidence interval, 1.474-9.240) were predictive factors for overall survival. The study established a nomogram to predict survival (concordance index, 0.752; 95% confidence interval, 0.656-0.849). According to the predicted overall survival, patients with recurrent hepatocellular carcinoma were divided into 3 risk classes ( P < .05): low-risk group (total score <55; predicted 5-year overall survival rate, 82.9%), intermediate-risk group (55 ≤ total score < 99; predicted 5-year overall survival rate, 52.8%), and high-risk group (hazard ratio, total score ≥99; predicted 5-year overall survival rate, not available). CONCLUSION: Percutaneous thermal ablation appears to be an effective procedure for the treatment of recurrent hepatocellular carcinoma after hepatectomy. The proposed nomogram provides a mechanism to accurately predict survival and could stratify risk among patients with recurrent hepatocellular carcinoma treated by ablation therapy.
Hepatocellular carcinoma (HCC) is the fifth most common neoplasm and the third cause of
cancer death worldwide.[1] Hepatectomy and liver transplantation (LT) are curative surgical treatment modalities
for HCC. However, the 5-year HCC recurrence rate after hepatectomy is as higher as 70%[2,3] given the underlying liver diseases, such as chronic hepatitis and cirrhosis. Liver
transplantation is considered the most effective option to prevent intrahepatic recurrence,
but the recurrence rate is up to 15%.[4-6] Accordingly, how to effectively treat recurrent HCC (rHCC) after resection or LT has
assumed greater importance. Re-resection (RR), ablation therapies, transarterial
chemoembolization (TACE), and radiotherapy, for example, are reported to show improved
clinical outcomes for primary HCC or rHCC. Re-resection improves survival outcomes of
isolated recurrent nodule,[7-10] whereas its application can be limited by inadequate functional residual liver tissue
and multiple recurrent nodules. Transarterial chemoembolization, for which the rationale is
that the intra-arterial infusion of a cytotoxic agent followed by embolization of the
tumor-feeding blood vessels will result in a strong cytotoxic and ischemic effect, is
considered the first choice for patients with HCC at intermediate stage. However, it shows
less effect on preventing new recurrence or distant recurrence.[11-13] Stereotactic body radiotherapy (SBRT) can ablate the target lesion while sparing
surrounding normal tissues. It should be noted that the application of SBRT for HCC was
limited in patients with solitary nodule.[14] Radiotherapeutic microspheres can deliver high-dose radiation to HCC nodules while
sparing the normal liver tissue. Its application has been supported by growing evidence for
the treatment of intermediate or advanced HCC. However, a clinical trial comparing the
efficacy and safety between selective internal radiotherapy with yttrium-90 resin
microspheres and sorafenib in locally advanced and inoperable HCC (SARAH trial) finds that
radiotherapy with microspheres is not superior to sorafenib.[15]Percutaneous ablation, such as radiofrequency ablation (RFA), microwave ablation (MWA),
percutaneous ethanol injection (PEI), and cryoablation, has been considered a safe and
applicable means for liver cancer.[16-18] Percutaneous ethanol injection can induce coagulative necrosis of the lesion as a
result of cellular dehydration, protein denaturation, and chemical occlusion of small tumor
vessels. However, intertumoral fibrotic septa or tumor capsule can inhibit the ethanol
diffusion and lead to incomplete ablation. A previous meta-analysis illustrated that
cryoablation, which induced cytotoxicity by low temperatures, was not superior to RFA.[19] Both RFA and MWA are widely used minimally invasive techniques for the treatment of
HCC. The rate of complete necrosis after RFA for HCC smaller than 2 cm in size could be up
to 100%, and the 5-year survival rate provided by ablation is comparable to those by hepatectomy.[1] For medium (3-5 cm in diameter) and large (>5 cm in diameter) HCC, some
researchers have believed ablation to be a promising technique to prolong survival.[20,21] According to previous clinical evidence and our experience, most rHCCs are small nodules.[22,23] Therefore, percutaneous thermal ablation tends to be a potentially promising therapy
for rHCC with a high safety profile.To our knowledge, the most common staging systems for primary liver tumor include the
Barcelona Clinic Liver Cancer (BCLC) staging system[24,25] and tumor–lymph node–metastasis (TNM) classification system.[26] Okuda stage has been used in Japan, but it is limited in discriminating the
early-stage and advanced-stage tumors distinctly.[27] Cancer of the Liver Italian Program (CLIP)[28] and the Chinese University Prognostic Index (CUPI) score[29] attempt to address the issue; however, there is no unanimity of opinion regarding
their stratified accuracy. These staging classifications are probably to stratify primary
patients with HCC and predict survival, but the predictive accuracy and stratified ability
for rHCC have not been proved yet. Currently, many investigators have compared nomogram with
traditional staging systems for HCC.[30-32] Moreover, a well-established nomogram is helpful to predict overall survival (OS)
rate or recurrence rate for patients with rHCC treated by RR[33] or LT.[34]In the current study, we aimed to evaluate the efficacy of percutaneous thermal ablation
for rHCC after hepatectomy and establish a pragmatic staging system to predict the OS in
patients with rHCCs.
Materials and Methods
Patients and Study Design
This retrospective study was performed at a single institution with approval from
institutional ethics committee, and written informed consent was obtained before
treatment.In total, 237 consecutive patients with intrahepatic rHCC were treated by percutaneous
thermal ablation between March 2009 and July 2016. Sixty-nine patients were excluded due
to lost to follow-up. The remaining 168 patients with 457 recurrent nodules were included
into the current retrospective study.The inclusion criteria presented as follows: (1) The hepatectomy was defined as complete
resection before tumor recurrence. (2) The diagnosis of HCC was confirmed based on the
guidelines of the American Association for the Study of Liver Diseases[35] or by needle biopsy. The diagnoses of liver cirrhosis and portal hypertension were
confirmed by medical history, clinical manifestations, clinical examinations, pathological
findings, and/or radiological findings. (3) Preserved liver function was Child-Pugh A or
B, prothrombin time ratio of more than 50%, and platelet count of more than
50°000/mm3 (50 × 109/L). (4) Patients were not eligible for repeat
hepatectomy because of inadequate hepatic functional parameters, such as an indocyanine
green retention value, bilirubin level, portal hypertension, and ascites, and extrahepatic
comorbidities. Furthermore, patients who refused surgical treatments or those who were
waiting for transplantation with unpredictable time were included. (5) Eastern Cooperative
Oncology Group status 0-2.The management of eligible patients was best discussed in a multidisciplinary group that
recognized the importance of liver function, as well as patient and tumor characteristics,
and was decided eventually based on patients’ willingness. One hundred seventeen patients
receiving ablation from 2009 to 2014 were included in primary cohort to establish a
prognostic nomogram. Between 2014 and 2016, 51 patients with rHCC treated with ablation
were enrolled in the validation cohort to validate the predictive accuracy of the proposed
nomogram.
Ablation Equipment
The RFA system (RITA Medical Systems, Mountain View, California) and MWA system (FORSEA
MTC-3CA; Qinghai Microwave Electronic Institute, Nanjing, China) were used in the current
study. The radiofrequency generator with 46 kHz provided maximum output power of 200 W.
The MWA was performed with a frequency of 2450 MHz and an output power of 0 to 120 W. The
modality of imagine guidance was 16-slice computed tomography (CT) scanner (Aquililion;
Toshiba Medical Co, Tokyo, Japan).
Preoperative Preparation
In this study, bland transcatheter embolization (TAE) was performed before RFA to
evaluate tumor burden and vascularity. Furthermore, preoperative TAE was helpful to
increase the detection rate of HCC and find satellite lesions. Tumor-feeding arteries were
embolized by 4 to 10 mL lipiodol (Huaihai Pharmaceutical Factory, Shanghai, China). The
RFA or MWA was performed within 2 weeks after TAE. One hundred fifty-eight patients
received TAE in the study.
Ablation Procedure
The RFA or MWA was performed in the study based on the characteristics of target lesion.
For large rHCC or a lesion with proximity to large vessel, MWA was a viable choice; RFA
was considered a preferable technique for rHCC abutting digestive tract, diaphragm, or
gallbladder. Procedures were performed by 2 radiologists specializing in liver ablation
(experience more than 5 years). Patients in an appropriate position (prone, supine, or
lateral decubitus position according to tumor location) were under local anesthesia with
1% lidocaine. Vital signs were continuously monitored during and for 24 hours following
the procedure. Under the guidance of CT, an appropriate approach of antenna/electrode
insertion was determined. A 22-G needle was advanced into the target lesion and was used
to lead antenna/electrode to the target. Single session of ablation was performed for
recurrent lesion less than 2 cm, while multipoint overlapping ablations were carried out
for recurrent nodules more than 2 cm. Repeat CT scan to confirm the right position of
antenna/electrode. Remove the antenna/electrode while the track had been ablated with the
intention of avoiding tumor seeding along the electrode route. Postprocedural
contrast-enhanced CT scanning was performed to access tumor response and treatment-related
complications.
Assessment of Therapeutic Efficacy
The primary end point was OS. The second end point was progression-free survival (PFS).
Overall survival was defined as the interval between the initial ablation and death or the
last time of follow-up. Progression-free survival was defined as the time elapse from the
first ablation to first postablation intrahepatic HCC recurrence. Complete tumor ablation
was defined as a hypoattenuating zone surrounded with an ablative margin with 0.5 to 1.0
cm in diameter, and no enhancement was detected during arterial and portal venous phase.
If hypervascularization in arterial phase was found, it was assessed as residual tumor and
incomplete ablation.Complications were classified based on the Society of Interventional Radiology classifications.[36] Major complication was defined as the event which prolonged the hospital stay, or
substantially increased the mortality and/or disability. Other complications were
identified as minor complications.
Follow-Up
For assessing the response of RFA and complications, contrast-enhanced CT or
contrast-enhanced magnetic resonance imaging and laboratory tests including serum
α-fetoprotein (AFP), liver function tests, blood biochemistry tests, and blood coagulation
tests were performed on the day following treatment, at 1 month from initial discharge,
every 3 months during the first years, and every 6 months thereafter.
Categorization of Patients in Current Prognostic Staging Systems
Five conventional classification systems, including BCLC staging system, TNM
classification system, Okuda stage, CLIP, and CUPI score, were introduced to predict
survival and compare with the proposed nomogram.
Statistical Analysis
Data were analyzed using SPSS 17.0 for Windows. Chi-square test or Fisher exact test was
used to compare the categorical variables between the primary cohort and the validation
cohort, and t test or Mann-Whitney U test was used to
compare the differences of continuous variables. Survival time was calculated using
Kaplan-Meier method and compared by log-rank test. Cox proportional hazards regression
model was used for multiple analysis. The final Cox model was selected by bidirectional
elimination process according to Akaike information criterion.According to the results of Cox proportion hazard regression, a nomogram to predict OS
was established by the package of rms in R version 3.3.1 (http://www.r-project.org/), and concordance index (C-index) was used to
estimate the accuracy of the nomogram. The C-index was calculated by rcorrp.cens package
in Hmisc in R. It was used to compare the predictive accuracy between the nomogram and
current staging systems. There was positive relation between C-index and prognostic
accuracy (higher C-index indicates better predictive accuracy). Calibration curves were
depicted to describe the concordance between actual survival and predicted outcome by
nomogram. P < .05 was considered statistically significant.We performed subgroup analysis based on the results of multivariate analysis and clinical
experience. The subgroup analysis consisted of 18 variables: the max diameter of tumor
(>2 cm or ≤2 cm), the sum of diameter of total rHCC (>3 cm or ≤3 cm), number of
tumors (>2 or ≤2), ablation margin (<5 mm or ≥5 mm), tumor border (regular or
irregular), vascular invasion (yes or no), preoperative TAE (yes or no), the level of
γ-glutamyl transferase (>54 U/L or ≤54 U/L), and the level of AFP (<400 μg/L or ≥400
μg/L). The C-index was calculated to access predictive accuracy of the nomogram utilized
in the above 18 groups.
Results
Patients Clinicopathologic Characteristics
In total, 117 and 51 patients were enrolled into the primary cohort and the validation
cohort, respectively. There were 95 and 30 patients underwent RFA in primary cohort and
validation cohort, respectively. There were 22 and 21 patients underwent MWA in primary
cohort and validation cohort, respectively. Demographics and characteristics for the study
population are shown in Table
1. There were 103 males and 14 females in primary cohort and 41 males and 10
females in validation cohort (P = .193). The median age in primary cohort
and validation cohort was 53.88 years (range, 25-82 years) and 56.8 years (range, 37-73
years), respectively (P = .138). The difference of prothrombin time
between the 2 cohorts was significant (P < .05), but both of them were
within normal level. The primary cohort and validation cohort did not differ significantly
in terms of the rest variables.
Table 1.
Demographics and Characteristics of Primary Cohort and Validation Cohort With
Intrahepatic Recurrent HCC.
Demographics and Characteristics of Primary Cohort and Validation Cohort With
Intrahepatic Recurrent HCC.Abbreviations: AFP, α-fetoprotein; ALT, alanine aminotransferase; AST, aspartate
transaminase; GGT, γ-glutamyl transferase; HBeAg, hepatitis B e-antigen; HBsAg,
hepatitis B surface antigen; EHD, extrahepatic disease; HH, hepatic hilum; rHCC,
recurrent hepatocellular carcinoma; PT, prothrombin time; TAE, transcatheter
embolization; TBIL, total bilirubin.
Progression-Free Survival, OS, and Safety
The 1-, 3-, and 5-year OS rates of primary cohort were 88.4%, 70.7%, and 64.1%,
respectively. In the validation cohort, the 1-, 3-, and 5-year OS rates were 85.8%, not
available (NA), and NA, respectively. No significant difference concerning OS rate was
observed (P = .763).The 1-, 3-, and 5-year PFS rates were 44%, 14%, and 8.7%, respectively, in primary
cohort, and 29.1%, NA, and NA in validation cohort, respectively. There was no significant
difference concerning PFS rate (P = .299).No perioperative death was found in the current study. Three patients (3/168, 1.79%) had
major complications (all were severe infection) and were cured by anti-infective therapy.
The median duration of hospitalization was 5.77 days (range, 2-35 days) in primary cohort
and 5.94 days (range, 2-17 days) in validation cohort.
Univariate and Multivariate Analysis in the Primary cohort
The results of univariate and multivariate analysis are listed in Table 2. Univariate analysis of primary cohort
showed that postoperative TAE, tumor margin, close to the HH <2.0 cm, residual tumor
tissue ≥30%, vascular invasion, preoperative extrahepatic diseases (EHDs), the level of
AFP, number of rHCC, and the max diameter of rHCC were significant factors for OS.
Table 2.
Univariate and Multivariate Analysis of Prognostic Factors for Primary Cohort.
Univariate and Multivariate Analysis of Prognostic Factors for Primary Cohort.Abbreviations: AFP, α-fetoprotein; ALT, alanine aminotransferase; AST, aspartate
transaminase; CI, confidence interval; EHD, extrahepatic disease; GGT, γ-glutamyl
transferase; HBeAg, hepatitis B e-antigen; HBsAg, hepatitis B surface antigen; HH,
hepatic hilum; HR, hazard ratio; NR, not reached; OS, overall survival; PT,
prothrombin time; TAE, transcatheter embolization; TBIL, total bilirubin.At multivariate analysis, predictors for OS included the following: close to HH <2.0
cm (hazard ratio [HR], 3.691; 95% confidence interval [CI], 1.474-9.240;
P = .0053), the max diameter of rHCC (HR, 1.020; 95% CI, 1.0004-1.040;
P = .0469), and preoperative EHD (HR, 2.604; 95% CI, 0.933-7.264;
P = .0675).
Prognostic Nomogram for Patients in the Primary Cohort and Performance of Nomogram in
Subgroups
Figure 1 showed the prognostic
nomogram integrating all predictors of OS from multivariate analysis. The C-index was
0.752 (95% CI, 0.656-0.849), indicating a good performance of predicting OS for patients
with rHCC. The calibration plot for survival probability at 1 and 3 years after ablation
displayed an optimal agreement between the prediction by nomogram and actual observation
(Figure 2A and B).
Figure 1.
Recurrent hepatocellular carcinoma prognostic nomogram. (To use the nomogram, a
patient’s values are located on each variable axis, and a line is drawn upward to
determine the number of points received for each variable value. The sum of these
numbers is located on the total point axis, and a line is drawn downward to the
survival axes to determine the likelihood of 1-, 3-, and 5-year survival.) EHD
indicates extrahepatic disease; HH, hepatic hilum.
Figure 2.
Recurrent hepatocellular carcinoma survival nomogram calibration curves.
Nomogram-predicted overall survival is plotted on the x axis; actual
overall survival is plotted on the y axis. A-B, One- and 3-year
survival in the primary cohort. C, One-year survival in the validation cohort.
Recurrent hepatocellular carcinoma prognostic nomogram. (To use the nomogram, a
patient’s values are located on each variable axis, and a line is drawn upward to
determine the number of points received for each variable value. The sum of these
numbers is located on the total point axis, and a line is drawn downward to the
survival axes to determine the likelihood of 1-, 3-, and 5-year survival.) EHD
indicates extrahepatic disease; HH, hepatic hilum.Recurrent hepatocellular carcinoma survival nomogram calibration curves.
Nomogram-predicted overall survival is plotted on the x axis; actual
overall survival is plotted on the y axis. A-B, One- and 3-year
survival in the primary cohort. C, One-year survival in the validation cohort.Close to HH <2.0 cm (yes, 55 points; no, 0 point), size of tumor (point: [100/120] ×
tumor size), and preoperative EHD (yes, 40 points; no, 0 point) constituted the proposed
nomogram. A total point accumulated by the points of the 3 prognostic factors was used to
predict the 1-, 3-, and 5-year OS rates. The total score of nomogram was divided into 3
classes: the low-risk group (total score <55), the intermediate-risk group (55 ≤ total
score < 99), and the high-risk group (total score ≥99). The OS rates among the 3
degrees differed significantly (P = .001; Table 3).
Table 3.
Patient Survival by BCLC Stage, TNM Stage, Okuda Stage, CLIP Stage, CUPI Score, and
Nomogram Stage of Primary Cohort.
Number
OS (%)
P
Patient (%)
Death (%)
1-Year
3-Year
5-Year
BCLC stage
.296
0
13 (11.3)
3 (23.1)
92.3
92.3
73.8
A
51 (44.3)
12 (23.5)
87.8
78.9
73.3
B
28 (24.3)
5 (17.9)
100
79.2
47.5
C
23 (20.0)
5 (21.7)
76.9
54.7
NR
TNM stage
.592
I
40 (34.2)
10 (25.0)
86.4
82.1
73.9
II
49 (41.9)
12 (24.5)
95.8
77.8
60.4
IIIa
NR
NR
NR
NR
NR
IIIb
5 (4.3)
1 (20.0)
50
NR
NR
IIIc
NR
NR
NR
NR
NR
IVa
4 (3.4)
0 (0.0)
100
NR
NR
IVb
18 (15.4)
3 (16.7)
83.3
74.1
74.1
Okuda stage
.823
I
102 (87.2)
24 (23.5)
88.9
79.0
65.2
II
15 (12.8)
2 (13.3)
100.0
76.2
NR
III
NR
NR
NR
NR
NR
CLIP score
.334
1
38 (32.5)
10 (26.3)
85.8
85.8
77.2
2
53 (45.3)
10 (18.9)
95.8
79.3
61.0
3
18 (15.4)
5 (27.8)
78.4
61.8
NR
4
5 (4.3)
1 (20.0)
100.0
66.7
NR
5
1 (0.9)
0 (0.0)
NR
NR
NR
6
NR
NR
NR
NR
NR
CUPI score
.426
LR
114 (97.4)
26 (22.8)
89.9
78.4
65.6
IR
3 (2.6)
0 (0.0)
100
NR
NR
HR
NR
NR
NR
NR
NR
Nomogram of PC
.001
LR
64 (87.5)
8 (12.5)
97.8
86.7
82.9
IR
41 (70.7)
12 (29.3)
84.6
76.8
52.8
HR
12 (50.0)
6 (50.0)
75.0
50.0
NR
Abbreviations: BCLC, Barcelona Clinic Liver Cancer; CLIP, Cancer of the Liver
Italian Program; CUPI, Chinese University Prognostic Index; HR, high risk; IR,
intermediate risk; LR, low risk; NR, not reached; OS, overall survival; PC, primary
cohort; TNM, tumor–lymph node–metastasis.
Patient Survival by BCLC Stage, TNM Stage, Okuda Stage, CLIP Stage, CUPI Score, and
Nomogram Stage of Primary Cohort.Abbreviations: BCLC, Barcelona Clinic Liver Cancer; CLIP, Cancer of the Liver
Italian Program; CUPI, Chinese University Prognostic Index; HR, high risk; IR,
intermediate risk; LR, low risk; NR, not reached; OS, overall survival; PC, primary
cohort; TNM, tumor–lymph node–metastasis.The C-indices of the primary cohort nomogram in 18 subgroups ranging from 0.673 to 0.800
(Figure 3) indicated a promising
predictive ability. Only 1 subgroup showed a C-index of 1.0 due to limited sample size (4
patients without preoperative TAE).
Figure 3.
C-indices of the proposed nomogram in different subgroups in the primary cohort. The
C-indices of the primary cohort nomogram in 18 subgroups ranging from 0.673 to 0.800.
Only 1 subgroup showed a C-index of 1.0 due to limited sample size (4 patients without
preoperative TAE). AFP indicates α-fetoprotein; C-index, concordance index; GGT,
γ-glutamyl transferase; TAE, transcatheter embolization.
C-indices of the proposed nomogram in different subgroups in the primary cohort. The
C-indices of the primary cohort nomogram in 18 subgroups ranging from 0.673 to 0.800.
Only 1 subgroup showed a C-index of 1.0 due to limited sample size (4 patients without
preoperative TAE). AFP indicates α-fetoprotein; C-index, concordance index; GGT,
γ-glutamyl transferase; TAE, transcatheter embolization.
Comparison of Predictive Accuracy Between the Nomogram and Single Variable
The nomogram was more accurate than single independent factor on the basis of the
calculated C-indices (nomogram, 0.752; max diameter of rHCC, 0.554; vascular invasion,
0.628; preoperative EHD 0.687), and all P value <.01.
Comparison Between the Nomogram and Conventional Liver Cancer Staging Systems in
Primary Cohort
The BCLC stage, TNM stage, CLIP score, Okuda stage, and CUPI score were included to
compare with the proposed nomogram. As demonstrated in Table 3 and Figure 4, the BCLC stage (Figure 4A), TNM stage (Figure 4B), Okuda stage (Figure 4C), CLIP score (Figure 4D), and CUPI score (Figure 4E) were all unsatisfactory in stratifying
patients with rHCC, and P values were .296, .592, .334, .823, and .426,
respectively. However, the proposed nomogram showed a good performance in stratifying
patients with rHCC through 3 risk grades (P = .001; Figure 4F).
Figure 4.
Kaplan-Meier estimates of overall survival: (A) The Barcelona Clinic Liver Cancer
(BCLC) staging system (P = .296); (B) TNM classification system
(P = .592); (C) Okuda stage (P =.334); (D) Cancer
of the Liver Italian Program (CLIP; P = .823); (E) the Chinese
University Prognostic Index (CUPI) score (P = .426); (F) the proposed
nomogram (P = .001). The proposed nomogram showed a good performance
in stratifying patients with recurrent HCC through 3 risk grades (P =
.001).
Kaplan-Meier estimates of overall survival: (A) The Barcelona Clinic Liver Cancer
(BCLC) staging system (P = .296); (B) TNM classification system
(P = .592); (C) Okuda stage (P =.334); (D) Cancer
of the Liver Italian Program (CLIP; P = .823); (E) the Chinese
University Prognostic Index (CUPI) score (P = .426); (F) the proposed
nomogram (P = .001). The proposed nomogram showed a good performance
in stratifying patients with recurrent HCC through 3 risk grades (P =
.001).The proposed nomogram presented better accuracy in predicting the OS for primary cohort:
The C-index of nomogram (0.752) was higher than other staging systems (BCLC stage, 0.653;
TNM stage, 0.662; Okuda stage, 0.538; CLIP score, 0.589; CUPI, 0.511; P
< .05, for all; Figure 5).
Figure 5.
C-Indices of the proposed nomogram and the current prognostic systems for recurrent
hepatocellular carcinoma. The C-index of nomogram (0.752) was higher than those of SIF
(max diameter of tumor size, 0.687) and conventional staging systems (BCLC stage,
0.653; TNM stage 0.662; Okuda stage, 0.538; CLIP score, 0.589; CUPI, 0.511;
Ps < .05). BCLC indicates Barcelona Clinic Liver Cancer; CLIP,
Cancer of the Liver Italian Program; CUPI, Chinese University Prognostic Index; PC,
primary cohort; ref, reference; SIF, single independent factor (max diameter of rHCC);
VC, validation cohort.
C-Indices of the proposed nomogram and the current prognostic systems for recurrent
hepatocellular carcinoma. The C-index of nomogram (0.752) was higher than those of SIF
(max diameter of tumor size, 0.687) and conventional staging systems (BCLC stage,
0.653; TNM stage 0.662; Okuda stage, 0.538; CLIP score, 0.589; CUPI, 0.511;
Ps < .05). BCLC indicates Barcelona Clinic Liver Cancer; CLIP,
Cancer of the Liver Italian Program; CUPI, Chinese University Prognostic Index; PC,
primary cohort; ref, reference; SIF, single independent factor (max diameter of rHCC);
VC, validation cohort.
Predictive Performance of the Nomogram for OS in the Validation Cohort
Fifty-one patients were contained in validation cohort. The C-index of validation cohort
nomogram was 0.773 (95% CI, 0.582-0963), and the predictive ability of the nomogram was
more accurate than the single independent factor of tumor diameter (C-index, 0.566;
P < .001). The calibration curve for 1-year OS showed good
concordance between the prediction and actual observation (Figure 2C).
Discussion
The treatment strategies and the stratification for rHCC are controversial. Re-resection,
salvage liver transplantation, RFA, TACE, and sorafenib, for example, are considered
alternative treatments with considerable clinical empirical supporting. Re-resection was
suggested as an optimal choice for isolated recurrent nodule. The 5-year OS rate after RR
was ranging from 37% to 70% without postoperative mortality.[7-10] However, for patients with inadequate functional residual liver tissue or multiple
recurrent nodules, the application of RR was limited. According to the outcome of survival
analysis of the current study, ablation therapy is comparable to RR with promising survival
outcomes. Furthermore, not only the patients with solitary nodule but also those with
multiple nodules, large rHCC, or vascular invasion could be treated by thermal ablation with
high safety profile. Indeed, in contrast to hepatectomy, patients with multiple nodules,
large tumor, or vascular invasion could obtain more benefit from ablation than resection.[37-41]Transarterial chemoembolization could treat patients with rHCC, but the repeat recurrence
rate was as higher as 75% and 93% in 3- and 6-month follow-up, respectively. Thus, TACE
might be a good approach to control the progression of macroscopic nodules, instead of
preventing new recurrence.[11-13] Conversely, thermal ablation is recommended as a curative treatment for small HCC.[1,42] When RFA and TACE were used to treat rHCC, both the OS and PFS after RFA are higher
than TACE alone.[42] In our study, 94.9% of patients in primary cohort underwent preoperative TAE. Hence,
TAE combined with percutaneous thermal ablation for the treatment of rHCC might have some
underlying effects on the clinical outcomes, and these effects need to be validated in
further research.The current study proposed an accurate nomogram which predicted the prognosis of patients
after thermal ablation. Previous study has established a prognostic model[33] to predict clinical outcomes of RR for rHCC. The predictive ability was similar
between our nomogram and the surgical prognostic model (C-index, 0.752 vs 0.77). In the
proposed nomogram, 3 prognostic factors were involved, including the size of tumor,
preoperative extrahepatic metastases, and close to HH <2.0 cm. Several published studies
have reported tumor size to be an independent risk factor for patients with HCC or rHCC.[43-45] In the current study, target lesion with large tumor size predicted a poor prognosis.
In addition, 2 cm was a cutoff value based on the findings of subgroup analysis. It should
be noted that the C-indices were 0.730 and 0.763 in >2 cm group and ≤2 cm group,
respectively. It is indicated that the predictive accuracy of the nomogram was more
concordant with actual observation in rHCC ≤2 cm.Second, tumor close to HH <2 cm was a significant risk factor for OS of patients with
rHCC. A few reports have established nomogram to predict the survival of patients with rHCC[33,34]; however, the association between tumor site and survival remains unknown. Indeed,
the influence of tumor site, especially closing to HH, has been discussed in many
investigations. Tumor cell diffusion through portal vein could be an underlying origin of
recurrence in follow-up period.[46] Furthermore, close to portal vein could enhance the “heat sink” effect and decrease
ablation temperatures. Some reporters proposed that hepatic pedicle clamping minimized the
risk of recurrence after curative resection.[47-49] We assumed that the distance between tumor location and HH may affect OS by certain
mechanism. However, in this study, the variable was designed as a categorical variable
instead of a continuous variable, and the underlying mechanism should be discussed in
further trials.Third, preoperative EHD before ablation may impact OS after ablation. The 75% survival time
for 18 patients with EHD in primary cohort was 7.66 months and for patients without EHD was
35.84 months. A significant difference between the patients with EHD and individuals with
un-EHD about accumulative OS was observed in univariate analysis (P =
.013). In multivariate analysis, EHD was not an independent predictor for OS
(P = .0695), but according to the clinical experience, preoperative EHD
could induce poor survival. Although RFA was not the first choice for patients with
intermediate- and advanced-stage HCC, its application had been reported by many established
medical evidence. Some researchers reported that RFA and TACE were both efficient for
unresectable HCC, but RFA could provide a better rate of tumor control and a short-term
survival than TACE.[50] Besides, according to our previous clinical experience and investigations, RFA
combined with TACE-treated patient with HCC with vascular invasion could provide a median
survival time of 29.5 months,[51] whereas the median survival time did not exceed 12 months after TACE, chemotherapy,
and radiation.[52-54]In order to validate the predictive accuracy and discriminative ability of the nomogram, we
compared the proposed nomogram with 5 common staging/score systems. We calculated the
C-indices of the BCLC stage, TNM stage, Okuda stage, CLIP score, CUPI score, and the
nomogram. The nomogram with the highest C-index (0.752) presented a predictive accuracy and
indicated that it was more concordant with the actual survival than conventional
staging/score systems (Ps < .05). The predictive ability of the nomogram
was supported by the calibration curves.In this study, conventional staging systems were limited in stratifying patients with rHCC.
The stratification classified by BCLC stage system had no effect on survival rate of
patients with rHCC (P = .296), but the 75% survival of rHCC presented a
declined tendency. Hence, the accuracy of stratified rHCC through BCLC stage system should
be validated in further study. The proposed nomogram in this study showed a good ability to
stratified rHCC. The total score of nomogram was divided into low, intermediate, and high
risk. If a patient with rHCC with a total score <55, the survival after ablation is
encouraging; conversely, if the score ≥90, the therapy of ablation would not be a proper
choice for prolonging OS. One study found that a nomogram with accurate prediction could be
helpful for monitoring in follow-up period, guiding treatment, and designing trials.[33] They built 2 nomograms (pre-RR and post-RR) with 6 predictions (tumor diameter on
pathology and imaging, tumor number on pathology and imaging, time to recurrence after
initial resection, hepatitis B virus [HBV]-DNA) and stratified the total score of nomogram
into 4 quartiles, each quartile has 6 different cutoff score. This model was complex. The
other conventional staging systems in this study may not be appropriate for stratifying
rHCC.There are several limitations in the current study. First, this is a single-center
retrospective study, of which selection bias may exist. In the current study, many patients
with rHCC had hepatitis B surface antigen and were noncirrhotic. In previous studies, the
baseline characteristics of included population showed a prevalence of HBV of about 90%[55,56] and a rate of noncirrhosis ranging from 35.4% to 55.1%.[43,45,56,57] It should be noted that, in some area with high prevalence of HCV infection, such as
Japan, the rate of patients with rHCC with HBV is only 19.6% to 20.6%.[58,59] This may be because of the differences in terms of the geographical distribution,
genetics, ethnicity, and different chronic viral infection in patients with HCC. Hence, in
our study, the prevalence of HBV (84.5%) and cirrhosis (51.2%) reflect the baseline
characteristics of patients with rHCC in Eastern Asia, and a multicenter, randomized,
controlled trial that enrolled variable ethnic groups from different countries is required
to expand our findings. In the retrospective study, many patients underwent liver resection
for primary HCC in other hospitals, and the histology outcomes of primary HCC were limited.
Finally, the assessment of tumor response was evaluated based on imaging findings. A
multicenter, randomized, controlled trial is required to analysis and pathological
confirmation to further interpret these outcomes.
Conclusion
In conclusion, this study presented a preferable clinical outcome of percutaneous thermal
ablation for the treatment of patients with rHCC after resection and established an
intriguing prognostic nomogram for predicting survival. The proposed nomogram accurately
predicted the survival of patients with rHCC, which was the first prognostic model for
patients with rHCC treated by percutaneous thermal ablation, and the relative contribution
of the nomogram should be validated in further study.
Authors: S Jonas; W O Bechstein; T Steinmüller; M Herrmann; C Radke; T Berg; U Settmacher; P Neuhaus Journal: Hepatology Date: 2001-05 Impact factor: 17.425
Authors: Zheng Zheng; Wenhua Liang; Daniel P Milgrom; Zhouying Zheng; Paul M Schroder; Ning S Kong; Changsheng Yang; Zhiyong Guo; Xiaoshun He Journal: Transplantation Date: 2014-01-27 Impact factor: 4.939