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Exploring the clinical value of preoperative serum gamma-glutamyl transferase levels in the management of patients with hepatocellular carcinoma receiving postoperative adjuvant transarterial chemoembolization

Abstract

Background

Preoperative serum gamma-glutamyl transferase (γ-GT) levels is significantly related to the prognosis of hepatocellular carcinoma (HCC), but its clinical value in the management of postoperative adjuvant transarterial chemoembolization (PA-TACE) has rarely been explored. This study aimed to investigate whether γ-GT levels could be taken as a biomarker to guide the management of PA-TACE in resectable HCC.

Methods

HCC patients receiving radical resection were identified through the primary liver cancer big data (PLCBD) from December 2012 to December 2015. Prognostic factors of overall survival (OS) and disease-free survival (DFS) were identified by univariate and multivariate cox analyses, and subgroup analysis was conducted between PA-TACE group and non-TACE stratified by γ-GT levels before and after 1:1 propensity score matching (PSM).

Results

γ-GT level was found to be an independent risk factor of OS and DFS in 1847 HCC patients receiving radical resection (both P < 0.05), and patients with elevated γ-GT(> 54.0 U/L) have a shortened median OS and DFS, compared with those with normal γ-GT (both P < 0.001). In the subgroup of patients with normal γ-GT, there were no significant differences between groups of PA-TACE and non-TACE in terms of median OS and DFS before and after PSM (all P > 0.05), and PA-TACE was not a significant prognostic factor of both OS and DFS before and after PSM (all P > 0.05). In the subgroup of patients with elevated γ-GT, significant differences were found between groups of PA-TACE and non-TACE in terms of median OS and DFS before and after PSM (all P < 0.05), and PA-TACE was an independent prognostic factor of both OS and DFS (all P < 0.05).

Conclusion

Currently, we concluded that patients with more advanced HCC also have more elevated γ-GT, and these patients with elevated γ-GT would be benefited more from PA-TACE after radical resection.

Peer Review reports

Background

Hepatocellular carcinoma (HCC) is still one of the most common malignancies globally [1, 2], and approximately 854,000 patients have been newly diagnosed as HCC per year [3]. But the prognosis remains unfavorable with the median overall survival of 30 to 40 months [3], regardless of substantial advances in the early detection, treatment and surveillance. Radical resection has been still the most cost-effective curative treatment for patients with HCC [4, 5], but the long-term prognosis remains far from satisfactory with the 5-year recurrence rate up to 70% [1]. Hence, strategies designed to prevent the recurrence are badly warranted in clinic.

Transarterial chemoembolization (TACE) is typically considered to be the first-line treatment for unresectable HCC according to the current guidelines [3, 4], but it has been also tried prevalently to prevent the recurrence of patients receiving resection, especially in China [6,7,8]. A number of studies found that postoperative adjuvant TACE (PA-TACE) could decrease the incidence of early recurrence and improve the long-term prognosis [9, 10], but worries on its efficacy have never lessen: 1) PA-TACE was found not benefit for all patients receiving resection [11], 2) adverse events (AE) related to TACE was unavoidable [12], and 3) PA-TACE might potentially cause distant metastasis [13, 14]. Hence, identifying the potential beneficiaries from PA-TACE is the key.

Gamma-glutamyl transferase (γ-GT) is a cell-membrane-bound enzyme modulating the metabolic process of glutathione (GSH) [15]. which is well concerned in the prognosis of tumors mainly because it is non-invasive and easily acquired. In the recent two systematic review and meta-analysis [16, 17], preoperative γ-GT levels is confirmed to be considerably correlated with the unfavorable clinicopathological characteristics and poor prognosis of HCC patients. To the best of our knowledge, serum GGT has been reported open in the management of palliative TACE for advanced HCC [18] and PA-TACE for resectable intrahepatic cholangiocarcinoma [19], but there are seldom reports about serum γ-GT guiding the management of PA-TACE for resectable HCC. Therefore, we extracted the data from the primary liver cancer big data (PLCBD), which was designed to collect data on primary liver cancer from multi-centers in China, to identify it.

Methods

Patient selection

This study was approved by Mengchao Hepatobiliary Hospital of Fujian Medical University’s Ethics Committee (No. 2019_039_01) under the guideline of the 1975 Declaration of Helsinki. Informed consent was signed by all patients before any clinical intervention. Data of HCC patients receiving radical resection between December 2012 and December 2015 including age, sex, preoperative serum levels of alpha-fetoprotein (AFP), total bilirubin (TBil) and γ-GT level, tumor features confirmed by pathology, and follow-up was extracted from PLCBD by an IT engineer, and then was checked by three independent researchers.

Patients were enrolled into this study if they underwent a radical resection and were diagnosed as HCC by postoperative pathology, and the radical resection criterion was the same as previously depicted [20]. Patients who received hepatectomy for recurrent HCC, preoperative treatments, or had macrovascular invasion, bile duct invasion, or died within one month following hepatectomy were excluded from this current study.

Interventions

PA-TACE was generally carried out 6.0 (4.0–8.0) weeks after radical hepatectomy. Briefly, a 5-F catheter was inserted into the selective hepatic artery under the guide of the digital shadow angiography (DSA), and then chemotherapeutics agents were slowly injected followed by an emulsion of iodized oil (2-5 ml). The preferred regimen was cisplatin (10–30 mg), doxorubicin hydrochloride (10 mg) or pharmorubicin (20–40 mg), but the dosages were calculated by the remaining liver volume and body surface [21, 22].

Follow-up

All patients underwent a comprehensive evaluation of blood routine analysis, biochemical index, AFP levels, and contrast-enhanced computed tomography (CT) or magnetic resonance imaging (MRI) at one month after surgery. Then, patients received routine blood test, physical examination, and abdominal ultrasonography every three months in the first 2 year after surgery, every six months from 2 to 5 years, and every 12 months after 5 years according to the guideline [5]. Any suspected recurrence or metastasis should be confirmed by contrast enhanced CT or MRI, and once confirmed, further treatment such as repeat hepatectomy, TACE, radiofrequency ablation, should be immediately adopted.

Endpoints

The endpoints were overall survival (OS) and disease-free survival (DFS). OS time was determined from the data of resection to either the data of death or the latest follow-up. DFS time was calculated from the data of resection to the date of recurrence or the date of the latest follow-up.

Statistics

Clinicopathological variables were selected according to the previous reports [20, 23]. Specially, the value of serum levels of γ-GT(≤54.0 or > 54.0 U/L) were categorized using the upper limit of the normal values in our hospital. Tumor differentiation was determined by the Edmondson-Steiner grading system according to the highest grade in a specimen [21].

The survival curves of OS and DFS were determined by the Kaplan-Meier method in a whole cohort, and independent risk factors were identified by the forward method of the multivariate Cox regression model.

The whole cohort was then divided into two subgroups according to the levels of γ-GT (≤54.0 or > 54.0 U/L). The efficacy of PA-TACE was evaluated in each subgroup using Kaplan-Meier method before and after a well-designed 1:1 propensity score matching (PSM), and the adjusted factors were age, TBil, AFP, tumor number, tumor diameter, Edmondson-Steiner grading, capsule, satellite, and MVI, which was performed as previously reported [24]. Finally, independent risk factors associated with OS and DFS were examined by a multivariate Cox regression model in each subgroup before and after PSM.

The statistical analysis was conducted using Rstudio including packages of “Table 1”, “MatchIt”, “survminer”, and “survival”. All statistical tests were two-sided, and P < 0.05 was considered statistically significant in this study.

Table 1 Clinical and pathological characteristics of the whole cohort

Results

Clinicopathological characteristics of patients

Initially, 2471 HCC patients were confirmed by pathology. After excluding 642 patients according to the exclusion criteria, 1847 patients remained to be further analyzed, including 974 patients (51.3%) with γ-GT ≤ 54 U/L and 900 patients (48.7%) with γ-GT > 54 U/L, respectively (Fig. 1).

Fig. 1
figure 1

Flow chart of patients’ enrollment from the primary liver cancer big data

The clinicopathological characteristics of all the 1847 patients were listed in Table 1. 1237 patients (77.0%) were present with cirrhosis, which might because 86.9% patients were found to be infected by HBV previously or currently. The average tumor diameter was 5.8 ± 3.8 cm, 348 patients (18.8%) were found to be with multiple tumors, and 644 patients (34.9%) with MVI.

Prognostics factors of HCC patients after radical resection

The median follow-up was 36 months. In whole cohort, the median OS was 59.7 months, and the 1-, 3-, 5-year survival rates were 91.2, 71.3, 63.4%, respectively. The median DFS was 38.4 months, and the 1-, 3-, 5-year DFS rates were 76.5, 53.1, 46.7%, respectively. Kaplan Meier survival analysis showed that no significant differences were observed between PA-TACE group and non-TACE group in terms of median OS (60.0 months vs. 59.0 months, P = 0.160, Supplement Fig. 1A) and DFS (40.0 months vs. 38.0 months, P = 0.280, Supplement Fig. 1B). Multivariate analysis showed that AFP > 400 ng/mL, γ-GT > 54 U/L, multiple tumors, tumor diameter and presence of MVI were identified to be independent risk factors of OS and DFS (all P < 0.05, Table 2). Of note, PA-TACE was not found to be associated with OS and DFS (both P > 0.05, Table 2).

Table 2 Univariate and multivariate analysis of overall survival and disease-free survival in the whole cohort

Relationship between patients’ γ-GT level and clinical characteristics

All patients were divided into two subgroups according to the γ-GT levels. 947 patients (51.3%) were identified as normal γ-GT group with γ-GT ≤ 54 U/L, and 900 patients (48.7%) were elevated γ-GT group with γ-GT > 54 U/L. The proportions of male, HBV infection, TBil level, Child-pugh class B, intraoperative transfusion, tumor diameter, the percentages of multiple tumors, and advanced stages (BCLC stage B, AJCC stage IIIa, and CNLC stage IIb) were apparently higher in the elevated γ-GT group than those in the normal γ-GT group (all P < 0.05, Table 3). Importantly, patients with elevated γ-GT were much more likely to receive PA-TACE than those with normal γ-GT (P < 0.05, Table 3). As expected, the pooled HR for the median OS was in favor of patients with normal γ-GT, compared with those with elevated γ-GT (65.9 months vs. 55.8 months, P < 0.001, Supplement Fig. 2A); similar difference was observed in median DFS (53.8 months vs. 25.3 months, P < 0.001, Supplement Fig. 2B).

Table 3 Clinicopathological characteristics according to the level of γ-GT

The relationship between γ-GT level and the prognosis of patients

In the normal γ-GT group, 240 patients (25.3%) received PA-TACE and 707 received surgery alone (Fig. 1). Significant differences were not observed between groups of PA-TACE and non-TACE in terms of median OS and DFS (65.9 months vs. 64.8 months, P = 0.850, Fig. 2A; 53.8 months vs. 55.3 months, P = 0.900, Fig. 2B; respectively). Similar result was observed in the median OS and DFS between groups of PA-TACE and non-TACE after 1:1 PSM (65.9 months vs. 60.3 months, P = 0.510, Fig. 2C, 53.8 months vs. 47.6 months, P = 0.500, Fig. 2D; respectively). Clinicopathological characteristics of patients with γ-GT ≤ 54 U/L receiving PA-TACE or not before and after PSM were depicted in supplement Table 1, and the baselines were well-balanced in two groups after PSM. Multivariate cox regression analyses showed that PA-TACE was not an independent risk factor of both OS and DFS before and after PSM (all P > 0.05, Table 4).

Fig. 2
figure 2

Comparison of overall survival and disease-free survival between the PA-TACE and non-TACE groups in HCC patients with γ-GT ≤ 54 U/L. (A, B), Overall survival and disease-free survival before PSM. (C, D), Overall survival and disease-free survival after PSM

Table 4 Multivariate Cox regression analyses of the overall survival and disease-free survival according to the level of γ-GT before and after PSM

In the elevated γ-GT group, 272 patients (30.2%) received PA-TACE and 628 received surgery alone (Fig. 1). Median OS and DFS were significantly longer in the subgroup of PA-TACE than those in the subgroup of non-TACE (59.5 months vs. 48.4 months, P = 0.027, Fig. 3A; 29.0 months vs. 24.8 months, P = 0.039, Fig. 3B; respectively), which were confirmed after 1:1 PSM (59.5 months vs. 43.6 months, P < 0.001, Fig. 3C; 29.0 months vs. 23.9 months, P = 0.003, Fig. 3D; respectively). Clinicopathological characteristics of patients with γ-GT > 54 U/L receiving PA-TACE or not before and after PSM were depicted in supplement Table 2, and the baselines were well-balanced in two groups after PSM. Of note, PA-TACE was found to be an independent prognostic factor of both OS and DFS before and after PSM (all P < 0.05, Table 4).

Fig. 3
figure 3

Comparison of overall survival and disease-free survival between the PA-TACE and non-TACE groups in HCC patients with γ-GT > 54 U/L. (A, B), Overall survival and disease-free survival before PSM. (C, D), Overall survival and disease-free survival after PSM

Discussion

γ-GT is an emerging biomarker for HCC early detection and prognosis prediction [25, 26], but its clinical value is far from being applied. In the current study, we found that elevated preoperative γ-GT was associated with worse OS and DFS, and was also correlated with aggressive tumor characteristics and increasing risk of intraoperative transfusion. In addition, PA-TACE could prolong the median OS and DFS of patients with elevated γ-GT before and after PSM, which was also an independent risk factor of both OS and DFS. Hence, γ-GT could be taken as an alternative biomarker to guide the management of PA-TACE.

PA-TACE is often conducted to eradicate the microscopic tumor sites [20, 27], which are either independent from primary tumor size or are not removed completely by hepatectomy, but it remains controversial whether PA-TACE could benefit patients with HCC after radical resection. In the current study, no significant differences were observed in terms of OS and DFS between groups of receiving PA-TACE or not (both P > 0.05), which was similar with previous reports [27,28,29]. Reasons are mainly because most of the published results are retrospective and patients receiving PA-TACE are typically present with more aggressive tumor characteristics and worse performance status [29, 30]. Hence, PA-TACE should be recommended with cautious to patients with “high risk factors”, but the key is to identify those who would be benefited from PA-TACE.

γ-GT is reported to improve tumor development and progression [31, 32], which could be regarded as an alternative biomarker of HCC diagnosis, especially for those with clinically negative AFP [33]. γ-GT is also found to be correlated with clinicopathological characteristics and prognosis of HCC. In the current study, elevated γ-GT was found to be associated with the incidence of rising TBil, HBV infection, intraoperative transfusion, multiple tumors, tumor diameter, satellite, and advanced stages (BCLC staging B, AJCC staging IIIa, and CNLC staging II), which indicated that it could be considered to be an noninvasive predictor of prognosis [34, 35]. In addition, γ-GT levels was found to be an independent risk factor of both OS and DFS as well as AFP (all P < 0.05), which indicated that γ-GT levels could also be taken as postoperative monitoring index. Hence, γ-GT might be taken as a promising biomarker to guide the performance of PA-TACE.

In fact, γ-GT has been identified to be associated with prognosis of patients receiving TACE as an initial treatment, and baseline γ-GT levels has also been found to be a significant prognostic factor for patients with intermediate HCC receiving TACE and conformal radiotherapy [15, 36]. But the clinical value of γ-GT levels to guide the performance of PA-TACE has rarely been explored. In the current study, patients with elevated γ-GT were much more likely to receive PA-TACE than those with normal γ-GT (P < 0.05), and only patients with elevated γ-GT but not normal γ-GT were found to be benefited from PA-TACE before and after PSM. In addition, PA-TACE was identified as independent protective factor of both OS and DFS (both P < 0.05), which indicated that our conclusion was robust. Hence, γ-GT could be taken as an alternative biomarker to guide the performance of PA-TACE, and patents with elevated γ-GT should be recommended to receive PA-TACE.

The mechanism of γ-GT levels to predict the efficacy of TACE, in our opinion, lies on its interaction with liver microenvironment. As a membrane-bound enzyme, γ-GT is an essential element for the production of intracellular glutathione (GSH), which could prevent the tumor cell from damage of reactive oxygen species (ROS) and free radicals [37]. Additionally, γ-GT could also induce the generation of the endogenous ROS, which might accelerate the tumor proliferation and survival via aberrant CpG island methylation, DNA damage and genome instability [38]. From the other hand, tumor microenvironment could influence the expression of γ-GT. As a part of the tumor microenvironment, oxidative stress such as ROS could up-regulate γ-GT via the redox regulation of many genes [38], Moreover, inflammatory cytokines such as interferon-α/β and tumor necrosis factor α could also stimulate the expression of γ-GT [37, 39]. Hence, γ-GT could not only be a biomarker of the inflamed liver microenvironment, but also a biomarker of the prognosis, which indicated that γ-GT might guide the management of PA-TCAE.

However, there were several limitations in this study. First, selection bias and recalling bias were hard to avoid in a retrospective study, although PSM and multivariate cox model were conducted to decrease potential confounding factors. Second, interactions of γ-GT and PA-TACE might exist, but mechanism needed to be explored further. Third, the cut-off value in this study was the upper limit of the normal values, which might be different from each manufacture. The last but not the least, there are apparent differences between the West and East in the epidemiology, tumor characteristics, and management of HCC, which indicated that the conclusion needs further validation in the western series.

Conclusion

Currently, we concluded that patients with more advanced HCC also have more elevated γ-GT, and these patients with elevated γ-GT would be benefited more from PA-TACE after radical resection. However, the conclusion needs further validation.

Availability of data and materials

All data included in this study are available upon request by contact with the corresponding author.

Abbreviations

HCC:

hepatocellular carcinoma

γ-GT:

gamma-glutamyl transferase

PA-TACE:

postoperative adjuvant transarterial chemoembolizations

OS:

overall survival

DFS:

disease-free survival

HR:

Hazard ratio

CI:

confidence interval

PSM:

propensity scoring match

HBV:

hepatitis B virus

TBil:

total bilirubin

AFP:

alpha-fetoprotein

MVI:

microvascular invasion

BCLC:

Barcelona Clinic Liver Cancer staging system

CNLC:

China Liver cancer staging system

AJCC:

the American Joint of Cancer Committee system

References

  1. Forner A, Reig M, Bruix J. Hepatocellular carcinoma. Lancet. 2018;391(10127):1301–14. https://doi.org/10.1016/S0140-6736(18)30010-2.

    Article  PubMed  Google Scholar 

  2. Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2018;68(6):394–424. https://doi.org/10.3322/caac.21492.

    Article  PubMed  Google Scholar 

  3. Bruix J, Reig M, Sherman M. Evidence-based diagnosis, staging, and treatment of patients with hepatocellular carcinoma. Gastroenterology. 2016;150(4):835–53. https://doi.org/10.1053/j.gastro.2015.12.041.

    Article  PubMed  Google Scholar 

  4. Benson AB, D'Angelica MI, Abbott DE, Abrams TA, Alberts SR, Anaya DA, et al. Guidelines insights: Hepatobiliary cancers, version 2.2019. J Natl Compr Cancer Netw. 2019;17(4):302–10. https://doi.org/10.6004/jnccn.2019.0019.

    Article  CAS  Google Scholar 

  5. Zhou J, Sun HC, Wang Z, Cong WM, Wang JH, Zeng MS, et al. Guidelines for diagnosis and treatment of primary liver Cancer in China (2017 edition). Liver Cancer. 2018;7(3):235–60. https://doi.org/10.1159/000488035.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Wang Z, Ren Z, Chen Y, Hu J, Yang G, Yu L, et al. Adjuvant Transarterial chemoembolization for HBV-related hepatocellular carcinoma after resection: a randomized controlled study. Clin Cancer Res. 2018;24(9):2074–81. https://doi.org/10.1158/1078-0432.CCR-17-2899.

    Article  CAS  PubMed  Google Scholar 

  7. Liao M, Zhu Z, Wang H, Huang J. Adjuvant transarterial chemoembolization for patients after curative resection of hepatocellular carcinoma: a meta-analysis. Scand J Gastroenterol. 2017;52(6–7):624–34. https://doi.org/10.1080/00365521.2017.1292365.

    Article  PubMed  Google Scholar 

  8. Qi X, Liu L, Wang D, Li H, Su C, Guo X. Hepatic resection alone versus in combination with pre- and post-operative transarterial chemoembolization for the treatment of hepatocellular carcinoma: a systematic review and meta-analysis. Oncotarget. 2015;6(34):36838–59. https://doi.org/10.18632/oncotarget.5426.

    Article  PubMed  PubMed Central  Google Scholar 

  9. Wei W, Jian PE, Li SH, Guo ZX, Zhang YF, Ling YH, et al. Adjuvant transcatheter arterial chemoembolization after curative resection for hepatocellular carcinoma patients with solitary tumor and microvascular invasion: a randomized clinical trial of efficacy and safety. Cancer Commun (Lond). 2018;38(1):61. https://doi.org/10.1186/s40880-018-0331-y.

    Article  Google Scholar 

  10. Tong Y, Li Z, Liang Y, Yu H, Liang X, Liu H, et al. Postoperative adjuvant TACE for patients of hepatocellular carcinoma in AJCC stage I: friend or foe? A propensity score analysis. Oncotarget. 2017;8(16):26671–8. https://doi.org/10.18632/oncotarget.15793.

    Article  PubMed  PubMed Central  Google Scholar 

  11. Wang L, Ke Q, Lin N, Zeng Y, Liu J. Does postoperative adjuvant transarterial chemoembolization benefit for all patients with hepatocellular carcinoma combined with microvascular invasion: a meta-analysis. Scand J Gastroenterol. 2019;54(5):528–37. https://doi.org/10.1080/00365521.2019.1610794.

    Article  CAS  PubMed  Google Scholar 

  12. Gao Z, Du G, Pang Y, Fu Z, Liu C, Liu Y, et al. Adjuvant transarterial chemoembolization after radical resection contributed to the outcomes of hepatocellular carcinoma patients with high-risk factors. Medicine (Baltimore). 2017;96(33):e7426. https://doi.org/10.1097/MD.0000000000007426.

    Article  Google Scholar 

  13. Huang JW, Liu B, Hu BS, Li Y, He X, Zhao W, et al. Clinical value of circulating tumor cells for the prognosis of postoperative transarterial chemoembolization therapy. Med Oncol. 2014;31(9):175. https://doi.org/10.1007/s12032-014-0175-5.

    Article  CAS  PubMed  Google Scholar 

  14. Fang ZT, Wang GZ, Zhang W, Qu XD, Liu R, Qian S, et al. Transcatheter arterial embolization promotes liver tumor metastasis by increasing the population of circulating tumor cells. Onco Targets Ther. 2013;6:1563–72. https://doi.org/10.2147/OTT.S52973.

    Article  PubMed  PubMed Central  Google Scholar 

  15. Zhang JB, Chen Y, Zhang B, Xie X, Zhang L, Ge N, et al. Prognostic significance of serum gamma-glutamyl transferase in patients with intermediate hepatocellular carcinoma treated with transcatheter arterial chemoembolization. Eur J Gastroenterol Hepatol. 2011;23(9):787–93. https://doi.org/10.1097/MEG.0b013e32834902dd.

    Article  PubMed  Google Scholar 

  16. Ou Y, Huang J, Yang L. The prognostic significance of pretreatment serum gamma-glutamyltranspeptidase in primary liver cancer: a meta-analysis and systematic review. Biosci Rep. 2018;38(6):BSR20181058.

    Article  Google Scholar 

  17. Sun P, Li Y, Chang L, Tian X. Prognostic and clinicopathological significance of gamma-Glutamyltransferase in patients with hepatocellular carcinoma: a PRISMA-compliant meta-analysis. Medicine (Baltimore). 2019;98(19):e15603. https://doi.org/10.1097/MD.0000000000015603.

    Article  CAS  Google Scholar 

  18. Guo J, Liu S, Gao S, Kou F, Zhang X, Liu P, et al. Gamma-Glutamyltranspeptidase as a prognostic biomarker in advanced hepatocellular carcinoma treated with Transarterial chemoembolization. J Vasc Interv Radiol. 2021;32(3):419–28. https://doi.org/10.1016/j.jvir.2020.07.020.

    Article  PubMed  Google Scholar 

  19. Lu Z, Liu S, Yi Y, Ni X, Wang J, Huang J, et al. Serum gamma-glutamyl transferase levels affect the prognosis of patients with intrahepatic cholangiocarcinoma who receive postoperative adjuvant transcatheter arterial chemoembolization: a propensity score matching study. Int J Surg. 2017;37:24–8. https://doi.org/10.1016/j.ijsu.2016.10.015.

    Article  PubMed  Google Scholar 

  20. Wang L, Ke Q, Deng M, Huang X, Zeng J, Liu H, et al. Adjuvant transarterial chemoembolization for patients with hepatocellular carcinoma after radical hepatectomy: a real world study. Scand J Gastroenterol. 2019;54(11):1403–11. https://doi.org/10.1080/00365521.2019.1684986.

    Article  PubMed  Google Scholar 

  21. Wang H, Du PC, Wu MC, Cong WM. Postoperative adjuvant transarterial chemoembolization for multinodular hepatocellular carcinoma within the Barcelona clinic liver Cancer early stage and microvascular invasion. Hepatobiliary Surg Nutr. 2018;7(6):418–28. https://doi.org/10.21037/hbsn.2018.09.05.

    Article  PubMed  PubMed Central  Google Scholar 

  22. Sun JJ, Wang K, Zhang CZ, Guo WX, Shi J, Cong WM, et al. Postoperative adjuvant Transcatheter arterial chemoembolization after R0 hepatectomy improves outcomes of patients who have hepatocellular carcinoma with microvascular invasion. Ann Surg Oncol. 2016;23(4):1344–51. https://doi.org/10.1245/s10434-015-5008-z.

    Article  PubMed  Google Scholar 

  23. Wang L, Ke Q, Lin K, Chen J, Wang R, Xiao C, et al. Not all hepatocellular carcinoma patients with microvascular invasion after R0 resection could be benefited from prophylactic Transarterial chemoembolization: a propensity score matching study. Cancer Manag Res. 2020;12:3815–25. https://doi.org/10.2147/CMAR.S251605.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. Yao XI, Wang X, Speicher PJ, Hwang ES, Cheng P, Harpole DH, et al. Reporting and Guidelines in Propensity Score Analysis: A Systematic Review of Cancer and Cancer Surgical Studies. J Natl Cancer Inst. 2017;109(8):djw323.

    Article  Google Scholar 

  25. Zhang L, Chen J, Gao C, Liu C, Xu K. An efficient model for auxiliary diagnosis of hepatocellular carcinoma based on gene expression programming. Med Biol Eng Comput. 2018;56(10):1771–9. https://doi.org/10.1007/s11517-018-1811-6.

    Article  PubMed  Google Scholar 

  26. Ekmen N, Akalin C, Akyildiz M. Predictive value of protein induced by absence of vitamin K absence or antagonist II, alpha-fetoprotein and gamma-glutamyltransferase/aspartate aminotransferase ratio for the diagnosis of hepatocellular carcinoma in transplantation candidates. Eur J Gastroenterol Hepatol. 2021;32(2):294–9. https://doi.org/10.1097/MEG.0000000000001884.

    Article  PubMed  Google Scholar 

  27. Ye JZ, Chen JZ, Li ZH, Bai T, Chen J, Zhu SL, et al. Efficacy of postoperative adjuvant transcatheter arterial chemoembolization in hepatocellular carcinoma patients with microvascular invasion. World J Gastroenterol. 2017;23(41):7415–24. https://doi.org/10.3748/wjg.v23.i41.7415.

    Article  PubMed  PubMed Central  Google Scholar 

  28. Wang YY, Wang LJ, Xu D, Liu M, Wang HW, Wang K, et al. Postoperative adjuvant transcatheter arterial chemoembolization should be considered selectively in patients who have hepatocellular carcinoma with microvascular invasion. HPB (Oxford). 2019;21(4):425–33. https://doi.org/10.1016/j.hpb.2018.08.001.

    Article  Google Scholar 

  29. Li Q, Wang J, Sun Y, Cui YL, Juzi JT, Li HX, et al. Efficacy of postoperative transarterial chemoembolization and portal vein chemotherapy for patients with hepatocellular carcinoma complicated by portal vein tumor thrombosis--a randomized study. World J Surg. 2006;30(11):2004–11, 2012-2013. https://doi.org/10.1007/s00268-006-0271-6.

    Article  CAS  PubMed  Google Scholar 

  30. Liu S, Li H, Guo L, Zhang B, Zhou B, Zhang W, et al. Tumor size affects efficacy of adjuvant Transarterial chemoembolization in patients with hepatocellular carcinoma and microvascular invasion. Oncologist. 2019;24(4):513–20. https://doi.org/10.1634/theoncologist.2018-0305.

    Article  CAS  PubMed  Google Scholar 

  31. Xia J, Song P, Sun Z, Sawakami T, Jia M, Wang Z. Advances of diagnostic and mechanistic studies of gamma-glutamyl transpeptidase in hepatocellular carcinoma. Drug Discov Ther. 2016;10(4):181–7. https://doi.org/10.5582/ddt.2016.01052.

    Article  CAS  PubMed  Google Scholar 

  32. Kunutsor SK. Gamma-glutamyltransferase-friend or foe within? Liver Int. 2016;36(12):1723–34. https://doi.org/10.1111/liv.13221.

    Article  CAS  PubMed  Google Scholar 

  33. Wang Q, Chen Q, Zhang X, Lu XL, Du Q, Zhu T, et al. Diagnostic value of gamma-glutamyltransferase/aspartate aminotransferase ratio, protein induced by vitamin K absence or antagonist II, and alpha-fetoprotein in hepatitis B virus-related hepatocellular carcinoma. World J Gastroenterol. 2019;25(36):5515–29. https://doi.org/10.3748/wjg.v25.i36.5515.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  34. Wang Q, Zhao P, He N, Sun JP, Li K, Zang CR, et al. Combination of the gamma-glutamyltransferase-to-prealbumin ratio and other indicators may be a novel marker for predicting the prognosis of patients with hepatocellular carcinoma undergoing locoregional ablative therapies. Infect Agent Cancer. 2019;14(1):49. https://doi.org/10.1186/s13027-019-0266-1.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  35. Zhang LX, Lv Y, Xu AM, Wang HZ. The prognostic significance of serum gamma-glutamyltransferase levels and AST/ALT in primary hepatic carcinoma. BMC Cancer. 2019;19(1):841. https://doi.org/10.1186/s12885-019-6011-8.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. Chen D, Wang R, Meng X, Yan H, Jiang S, Feng R, et al. Prognostic value of serum gamma-glutamyl transferase in unresectable hepatocellular carcinoma patients treated with transcatheter arterial chemoembolization combined with conformal radiotherapy. Oncol Lett. 2014;8(5):2298–304. https://doi.org/10.3892/ol.2014.2456.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  37. Luo C, Xu B, Fan Y, Yu W, Zhang Q, Jin J. Preoperative gamma-Glutamyltransferase is associated with Cancer-specific survival and recurrence-free survival of nonmetastatic renal cell carcinoma with venous tumor Thrombus. Biomed Res Int. 2017;2017:3142926–7. https://doi.org/10.1155/2017/3142926.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  38. Corti A, Franzini M, Paolicchi A, Pompella A. Gamma-glutamyltransferase of cancer cells at the crossroads of tumor progression, drug resistance and drug targeting. Anticancer Res. 2010;30(4):1169–81.

    CAS  PubMed  Google Scholar 

  39. Hanigan MH. Gamma-glutamyl transpeptidase: redox regulation and drug resistance. Adv Cancer Res. 2014;122:103–41. https://doi.org/10.1016/B978-0-12-420117-0.00003-7.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

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Acknowledgments

Not applicable.

Funding

This study was supported by Fujian provincial medical center of hepatobiliary, key Clinical Specialty Discipline Construction Program of Fuzhou (201912002), Science and Technology Project of Fuzhou (Grant number: 2019-SZ-47), and Start up Fund for scientific research, Fujian Medical University (Grant number: 2018QH1195). The funding bodies played no role in the design of the study and collection, analysis, and interpretation of data and in writing the manuscript.

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Authors and Affiliations

Authors

Contributions

QK, FX, CHX, and QZH acquisition of data, analysis and interpretation of data; QK, YYZ, XLL, LW and JFL conception and design of the study, acquisition of data, analysis and interpretation of data, drafting the article; LW and JFL critical revision. All authors read and approved the final manuscript.

Corresponding authors

Correspondence to Lei Wang or Jingfeng Liu.

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Ethics approval and consent to participate

This study was approved by Mengchao Hepatobiliary Hospital of Fujian Medical University’s Ethics Committee (No. 2019_039_01). Informed consent was signed by all patients.

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Not applicable.

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The author reports no conflicts of interest in this work.

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Supplementary Information

Additional file 1:.

Fig. S1 Comparison of overall survival (A) and disease-free survival (B) between the PA-TACE and non-TACE groups in the whole cohort

Additional file 2: Fig. S2

Comparison of overall survival (A) and disease-free survival (B) according to the level of γ-GT in the whole cohort

Additional file 3: Table S1

Clinicopathological characteristics before and after PSM in the group of γ-GT ≤ 54 U/L

Additional file 4: Table S2

Clinicopathological characteristics before and after PSM in the group of γ-GT > 54 U/L

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Ke, Q., Xiang, F., Xiao, C. et al. Exploring the clinical value of preoperative serum gamma-glutamyl transferase levels in the management of patients with hepatocellular carcinoma receiving postoperative adjuvant transarterial chemoembolization. BMC Cancer 21, 1117 (2021). https://doi.org/10.1186/s12885-021-08843-z

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