Neutrophil to lymphocyte ratio but not ring enhancement could predict treatment response and new lesion occurrence in patients with hepatocellular carcinoma by drug eluting beads transarterial chemoembolization
Original Article

Neutrophil to lymphocyte ratio but not ring enhancement could predict treatment response and new lesion occurrence in patients with hepatocellular carcinoma by drug eluting beads transarterial chemoembolization

Shihong Ying, Xianyong Zhou, Shaolin Gong, Zhiyi Peng

Department of Radiology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou 310003, China

Contributions: (I) Conception and design: Z Peng; (II) Administrative support: None; (III) Provision of study materials or patients: S Ying; (IV) Collection and assembly of data: X Zhou; (V) Data analysis and interpretation: S Ying, S Gong; (VI) Manuscript writing: All authors; (VII) Final approval of manuscript: All authors.

Correspondence to: Dr. Zhiyi Peng. Department of Radiology, The First Affiliated Hospital, College of Medicine, Zhejiang University, 79 Qingchun Road, Hangzhou 310003, China. Email: 1190020@zju.edu.cn.

Background: To investigate the association of ring enhancement with neutrophil to lymphocyte ratio (NLR) and the predicting values of ring enhancement and NLR for treatment response and new lesion occurrence in hepatocellular carcinoma (HCC) patients post drug eluting beads transarterial chemoembolization (DEB-TACE).

Methods: Sixty-five consecutive HCC patients received DEB-TACE by CalliSpheres® were enrolled and. Clinical responses were assessed by mRECIST criterion. Ring enhancement was assessed at 4–6 weeks and NLR was assessed within 24 hours post treatment. New lesion was evaluated at last follow up of each patient. Overall response rate (ORR) was the percentage of patients achieved complete response (CR) and partial response (PR).

Results: After DEB-TACE, CR and ORR were 18.5% and 87.7%, respectively. Additionally, ring enhancement was not correlated with absolute neutrophil count (ANC), lymphocytes (LYM) or NLR. No difference was found regarding CR, ORR or new lesion between patients with or without ring enhancement. In addition, the ANC of patients in CR group was lower compared to non-CR group, and patients with lower NLRs were likely to achieve better CR and less new lesion. Subgroup analysis disclosed that patients with multifocal lesions and higher Barcelona Clinic Liver Cancer (BCLC) stage were of worse CR.

Conclusions: NLR but not ring enhancement post treatment could predict treatment response and new lesion occurrence of patients with HCC treated by DEB-TACE.

Keywords: Neutrophil to lymphocyte ratio (NLR); ring enhancement; new lesion occurrence; hepatocellular carcinoma; drug eluting beads transarterial chemoembolization (DEB-TACE)


Submitted Aug 04, 2017. Accepted for publication Dec 08, 2017.

doi: 10.21037/tcr.2017.12.24


Introduction

Hepatocellular carcinoma (HCC), mostly diagnosed in men and developed in low-income countries, is now the second leading cause of cancer deaths worldwide (1). Treatment options have been standardized by several guidelines, most of which state that for patients with intermediate HCC, who cannot be treated by potential curative treatments including resection and transplantation, transarterial chemoembolization (TACE) is a recommended therapy (2-4). Drug eluting beads transarterial chemoembolization (DEB-TACE) is an advanced type of TACE that delivers the chemotherapy drugs using microbeads, optimizing the efficiency of drug delivering and eliminating the systemic toxicity (5). Accumulating clinical trials and cohort studies have illuminated good efficacy and tolerance of DEB-TACE treatment for HCC patients. Nonetheless, prognostic factors are still demanded to fill the need in the management of HCC patients treated by DEB-TACE (6-8).

In imageology, ring enhancement that is discovered by contrast-enhanced computerized tomography (CT) or magnetic resonance image (MRI) could represent the existence of a tumor, liver abscess, neuromyelitis optica or atypical demyelination (9-12). In patients suspected of HCC, ring enhancements might indicate tumors or liver abscess, and the latter is a liver disease characterized by inflammation. However, whether ring enhancement is associated with inflammation of HCC patients or not is still obscure. Inflammatory responses require for the involvement of multiple inflammatory cells. Neutrophils and lymphocytes (LYM) are crucial in the immune responses to various stimuli, playing defensive roles in immune system, while, they can be inflammatory cells when attacked by virus or bacteria. Moreover, neutrophil to lymphocyte ratio (NLR) is indicated in multiple diseases as a marker for prognosis, for example, in patients with acute cerebral hemorrhage NLR could predict a neurological deterioration within 24 hours after the onset (13). While more importantly, NLR is well established as a marker for inflammation, which is also indicated in the pathology of cancers, and in several studies NLR is reported to be correlated with poor prognosis in various cancers (14-16). However, the prognostic role of NLR in HCC patients post DEB-TACE treatment remains to be unclear.

Therefore, this study aimed to investigate the association of ring enhancement with NLR, and to determinate the predicting values of ring enhancement and NLR for treatment response and occurrence of new lesions in patients with HCC post DEB-TACE treatment.


Methods

Patients

Sixty-five consecutive patients with HCC were enrolled at Department of Radiology, The First Affiliated Hospital, College of Medicine, Zhejiang University during 13th December, 2015 and 10th October, 2016. Inclusion criteria consisted of: (I) patients diagnosed as HCC confirming to the American Association for the Study of the Liver Diseases (AASLD) criteria (17); (II) age >18 years; (III) about to receive DEB-TACE treatment on-demand. And the exclusion criteria included: (I) patients with contraindications of DEB-TACE treatment or allergic to the chemoembolization drugs; (II) uncontrolled infection; (III) liver or renal failure; (IV) patients with other primary malignancies; (V) women in pregnancy or lactation period; (VI) history or presence of hepatic encephalopathy.

This study was conducted according to the basic principles of Declaration of Helsinki. Ethical approval (No. 2015447) was obtained from the Committee of the First Affiliated Hospital, College of Medicine, Zhejiang University and all patients provided written informed consents.

Procedure of DEB-TACE

Each DEB-TACE procedure was conducted on-demand, which was determined by the multidisciplinary group in our hospital. CalliSpheres® beads (CB) were loaded with irinotecan (100 mg) or epirubicin (60 mg), the diameters of beads were between 100 and 300 µm. The beads were loaded as follows: firstly, chemoembolization reagents were mixed with water for injection and dissolved into solution at the concentration of 20 mg/mL, which was subsequently extracted by an injector; the solution was then mixed with CalliSpheres® beads by a tee joint and stored in a 20 mL injector; afterwards, the injector with mixed solution of chemoembolization reagents and CalliSpheres® beads was shaken every 5–10 minutes and was then stood at room temperature for 30 minutes. Lastly, non-ionic contrast agent was added in the mixed solution with the ratio of 1:1 and put for 5 minutes at room temperature.

Hepatic angiography was performed by computerized tomography (CT) for detection of tumor supplying vascular. Embolization of tumor supplying vascular was carried out using 2.4F microcatheter (Merit Maestro, Merit Medical System, Inc., Utah, USA), and the mixture of loaded CalliSpheres® beads and non-ionic contrast agent was injected at the speed of 1 mL/min. Afterwards, the embolization lasted until contrast agent flow stagnated. The second time of angiography was conducted to detect if there was remaining blushed nodules or not, after which the embolization will be performed until no more blushed tumor occurred. One bottle of blank microspheres (Merit Maestro, Merit Medical System, Inc., Utah, USA) with diameter ranged from 300 to 500 µm was used if one bottle of CalliSpheres® beads was emptied and the embolization point was still not reached.

Assessment

Clinical response after treatment was assessed by CT or MRI, following the modified Response Evaluation Criteria in Solid Tumors (mRECIST) criterion (18). A complete response (CR) was defined as the disappearance of any intratumoral arterial enhancement in all target nodules; partial response (PR) was at least a 30% decline in the sum of diameters of viable (enhancement in the arterial phase) target nodules, taking as reference the baseline sum of the diameters of target nodules; stable disease (SD) was any cases that do not qualify for either PR or progressive disease (PD) was an increase of at least 20% in the sum of the diameters of viable (enhancing) target nodules, taking as reference the smallest sum of the diameters of viable (enhancing) target nodules recorded since treatment initiated. In addition, the ORR was calculated as the percentage of the patients achieved CR and PR. Indexes related to liver function and renal function, as well as the tumor markers of laboratory examination were documented. All patients received contrast-enhanced MRI at 4 to 6 weeks post treatment to confirm the existence of ring enhancement. Gadopentetate dimeglumine (Magnevist; Schering, Berlin, Germany) was used as contrast agent in contrast-enhanced MRI, and iopromide (Ultravist, 300 mgI/mL, Bayer Healthcare, Berlin, Germany) was used in the contrast-enhanced CT in our study. In addition, the sequence utilized in the contrast-enhanced MRI was T1. The absolute neutrophil count (ANC) and LYM were examined through blood test within 24 hours post treatment, and the NLR was the ratio of ANC to LYM. The signal enhancement under MRI or the density strengthen under CT that presented as circle or ring-like shape on the photograms was defined as a ring enhancement. The occurrence of new lesions was assessed by MRI at last follow up of each patient. The median follow-up time was 201.0 days (range, 137.5–259.0 days), and the last follow up was on 10th December, 2016.

Statistical analysis

SPSS 22.0 software (IBM, USA) and Office 2016 software (Microsoft, USA) were utilized for statistical analysis. Data was presented as count, count (%), mean ± standard deviation or median (25th–75th). Comparison between two groups was determined by t-test, Chi-square test or Wilcoxon rank sum test. P<0.05 was considered significant.


Results

Participants

As presented in Table 1, there were 53 males and 12 females, among which the mean age in patients was 57.46±12.05 years. The number of patients with hepatitis B virus (HBV) and hepatitis C virus (HCV) were 51 (78.5%) and 3 (4.6%), respectively. In addition, 35 (53.8%) were with drink history and 52 (80.0%) patients had cirrhosis history. The tumor location was unilobar in 33 (50.8%) patients and bilobar in 32 (49.2%) patients, while the median value of largest nodule size was 5.50 cm (range, 3.75–9.90 cm). In terms of the stages of patients, the number of patients in Barcelona Clinic Liver Cancer (BCLC) stage A, B and C were 22 (33.8%), 21 (32.3%) and 22 (33.8%), respectively. And 64 patients (98.5%) were at Eastern Cooperative Oncology Group (ECOG) performance stage 0 while 1 patient (1.5%) was at stage 1. The other information on clinicopathological features, laboratory indexes and chemoembolization reagents were listed in Table 1.

Table 1
Table 1 Baseline characteristics of patients with HCC
Full table

Treatment response of DEB-TACE

The CR and PR rates of patients were 18.5% and 69.2%, the ORR was 87.7% after DEB-TACE treatment (Figure 1A). In view of the treated nodules, 27.2% nodules achieved CR and 55.1% nodules achieved PR, the ORR was 82.3% (Figure 1B). Additionally, as shown in Figure 1C, among the 81 (55.1%) nodules reached PR, the percentage of nodules reached necrosis rate >80%, 50–80% and <50% were 54.3%, 37.0% and 8.6%, respectively.

Figure 1 Treatment response of DEB-TACE. (A) Among 65 patients, 18.5%, 69.2%, 87.7%, 9.2% and 3.1% cases achieved CR, PR, ORR, SD and PD respectively; (B) of 147 treated nodules, 27.2%, 55.1%, 82.3%, 10.9% and 6.8% treated nodule reached CR, PR, ORR, SD and PD respectively; (C) while for 81 nodule reached PR, 54.3% nodules reached necrosis rate >80%, 37.0% nodules reached necrosis between 50% and 80% and 8.6% nodules reached necrosis rate <50%. Comparison between groups was determined by Chi-square test. P<0.05 was considered significant. DEB-TACE, drug eluting beads transarterial chemoembolization; ORR, overall response rate; CR, complete response; PR, partial response; SD, stable disease; PD, progressive disease.

Ring enhancement in patients with HCC

As listed in Table 2, at 4 to 6 weeks post treatment, ring enhancements were observed in 40 (62.0%) patients and the last 25 (38.0%) were not observed of ring enhancements.

Table 2
Table 2 Ring enhancement after 4–6 weeks of DEB-TACE treatment
Full table

Correlation of ring enhancement with inflammation

Post treatment, ring enhancements were not correlated with ANC (P=0.798), LYM (P=0.776) or NLR (P=0.782) as exhibited in Figure 2A-C. The results indicated that the existence of ring enhancement was not associated with inflammation post treatment.

Figure 2 Correlations of ring enhancement with ANC, LYM and NLR. No correlation of ring enhancement with ANC (A), LYM (B) and NLR (C) were discovered, which indicated ring enhancement was not correlated with inflammation in patients with HCC post treatment. Comparison between groups was determined by Wilcoxon rank sum test. P<0.05 was considered significant. ○, the mild outliers; *, the extreme outliers. ANC, absolute neutrophil count; LYM, lymphocytes; NLR, neutrophil to lymphocyte ratio; HCC, hepatocellular carcinoma.

Correlations of ring enhancements with efficacy and new lesion occurrence

As displayed in Figure 3A, the CR (P=0.686) and ORR (P=0.474) of DEB-TACE treatments in patients with or without ring enhancements were similar. And as presented in Figure 3B, between patients with or without ring enhancements, no difference was found concerning the number of new lesions (P=0.567) or appearance of new lesions (P=0.298).

Figure 3 Correlations of ring enhancement with treatment response and new lesion occurrence. No correlation of ring enhancement with treatment response (A) or new lesion occurrence (B) was found. Comparison between groups was determined by Chi-square test. P<0.05 was considered significant.

Associations of NLR with efficacy and new lesion occurrence

While Patients were divided into CR group and non-CR group, the ANC of patients in CR group was markedly lower than that of patients in non-CR group (P=0.004) (Figure 4A). However, no difference was found of LYM between patients in CR and non-CR groups (P=0.395) (Figure 4B). And there was a trend of a decrease in NLR of patients in CR group compared to that of patients in non-CR group (P=0.076) (Figure 4C). Whereas, no correlation of ANC (P=0.952), LYM (P=0.771) or NLR (P=0.873) with ORR was found (Figure 5A-C).

Figure 4 Associations of ANC, LYM and NLR with CR. ANC of patients in CR group was markedly lower (A), no difference was found of LYM between CR and non-CR group (B), the NLR of patients in CR group was numerically lower (C). Comparison between groups was determined by Wilcoxon rank sum test. P<0.05 was considered significant. ○, the mild outliers; *, the extreme outliers. ANC, absolute neutrophil count; LYM, lymphocytes; NLR, neutrophil to lymphocyte ratio; CR, complete response.
Figure 5 Associations of ANC, LYM and NLR with ORR. No association of ANC (A), LYM (B) or NLR (C) with ORR was found. Comparison between groups was determined by Wilcoxon rank sum test. P<0.05 was considered significant. ○, the mild outliers; *, the extreme outliers. ANC, absolute neutrophil count; LYM, lymphocytes; NLR, neutrophil to lymphocyte ratio; ORR, overall response rate.

While as shown in Figure 6A,B, the ANC (P=0.804) and LYM (P=0.164) were not correlated with new lesion occurrence in patient. Moreover, the NLR was intended to be higher in patients presented with new lesion (P=0.094) (Figure 6C).

Figure 6 Associations of ANC, LYM and NLR with new lesion occurrence. No association of ANC (A) or LYM (B) with new lesion occurrence was found, the NLR in patients occurred with new lesion was likely to be higher (C). Comparison between groups was determined by Wilcoxon rank sum test. P<0.05 was considered significant. ○, the mild outliers; *, the extreme outliers. ANC, absolute neutrophil count; LYM, lymphocytes; NLR, neutrophil to lymphocyte ratio.

Subgroup analysis of factors at baseline for predicting CR

Patients were categorized by baseline characteristics to evaluate the influence of factors on CR achievement, as listed in Table 3, patients with multifocal disease disclosed decreased CR compared to patients with unifocal disease (P=0.022). Moreover, patients in higher BCLC stages had worse CR (P=0.022) as well.

Table 3
Table 3 Difference of CR divided by baseline clinical characteristics
Full table

The difference of NLR between patients with or without drink history as well as in cirrhotic and non-cirrhotic patients

As listed in Table S1, the NLRs between patients with or without drink history were similar (P=0.747). In addition, there was no difference of NLR between patients with or without cirrhosis (P=0.658).

Table S1
Table S1 Comparison of NLR in subgroups
Full table

Differences regarding ring enhancement, ANC, LYM and NLR between patients with unilobar and bilobar diseases

The incidence of ring enhancement (P=0.875), ANC value (P=0.462), LYM value (P=0.129) and NLR value (P=0.439) were of no difference between patients with unilobar and bilobar diseases (Table S2).

Table S2
Table S2 Comparison of ring enhancement, ANC, LYM and NLR between unilobar patients and bilobar patients
Full table

Discussion

Over the last decade, management of HCC has been improved enormously by upgrading the supervision of high-risk population and optimizing treatment modalities. Furthermore, TACE techniques have been advanced over years, leading to the existence of DEB-TACE, which allows for a more sustained drug delivery and more constant drug concentration compared to conventional TACE (cTACE), which usually leads to more severe systemic toxicity in clinical practice (5). Most observational studies and meta-analysis illustrate superiority of DEB-TACE over cTACE regarding efficacy and tolerance, only a few studies report equivalence between DEB-TACE and cTACE (19-21). Even though the stratification for therapeutic choices has been well developed and staging systems are sound, for patients with HCC post DEB-TACE treatment, the attempts and evidence for the prognostic factors are still insufficient.

Emerging studies reveal that treatment response of DEB-TACE for HCC patients is relatively satisfactory, a prospective cohort study reports a CR rate of 36.8% and an overall response rate (ORR) of 60.0% in 57 patients with inoperable HCC treated with DEB-TACE (22). While in a retrospective cohort study with a smaller sample size, the CR rate was 42.4% and the ORR was 84.8% (23). And DEB-TACE is used as bridge therapy for patients with HCC undergoing transplantation in another retrospective cohort study, and a CR rate of 40.0% as well as an ORR of 73.0% were observed (24). The studies above revealed a relatively good efficacy of DEB-TACE, nonetheless, treatment response varies among studies, and compared to ours, the CR rates in previous studies are numerically higher but the ORR are similar. In our study, the CR rate was 18.5% and the ORR was 87.7%. The difference might result from: (I) the various patient eligibility among studies, a larger percentage of early HCC patients in the study cohort might contribute to a better treatment response; (II) the assorted sample sizes among studies.

Ring enhancement is a radiological feature that is decisive in diagnosing tumor or infection and is reported to be crucial in identifying stroke and pseudotumoral multiple sclerosis (25,26). For the identification of adenosquamous carcinoma of the pancreas (ASC), a study illuminates that ring enhancement on the contrast-enhanced CT is the most advantageous radiological feature (11). Apart from the diagnostic value, a prior study elucidates that ring enhancement is strongly associated with high 4-year recurrence rate and poor recurrence free survival of patients with oligodendroglial tumor, suggesting that ring enhancement might also have a prognostic value (27). For patients with HCC, ring enhancement is correlated with the increased density of peritumoral Kupffer cell, which is one type of macrophages situated in liver that playing defensive roles (28). Studies on the predictive value of ring enhancement for the efficacy of DEB-TACE are rare. One study evaluates the prognostic value of ring enhancement in a prospective historical cohort of HCC patients received DEB-TACE, and find no correlation of ring enhancement with treatment response (29). These evidences indicate that ring enhancement is critical in identifying neurological diseases and tumors, and is found to be associated with poor prognosis in certain tumors, however, no correlation of ring enhancement with treatment responses or survival in HCC patients treated by DEB-TACE has been reported until now. In consistent with the previous studies, we found no correlation of ring enhancement at 4 to 6 months post DEB-TACE with treatment response or new lesion occurrence in treated patients, which indicates that there might be no association of ring enhancement with prognosis. Meanwhile, ring enhancement was not correlated with ANC, LYM or NLR, either, which revealed that ring enhancement is not associated with inflammatory responses in HCC patients. Additionally, the three-dimensional response assessment tools, which are emerging assessment tools in recent years and might provide more vivid images and accurate results, were not used for the assessment of tumor response in our study. Future studies could introduce those tools to improve the treatment response evaluation.

Enormous effort has been made to explore the etiology of cancers, one of the most founded result illustrate that inflammation is one of the mechanisms that contribute to the malignant progressions (30,31). Leukocytes are involved in both immune and inflammatory responses, neutrophils belong to the large family of leukocytes and neutrophilia is a pathological progress that inhibits the immune system in various diseases (32,33). As another imperative type of leukocytes, LYM participate in the inflammatory responses of multiple types of tumors, producing inflammatory cytokines that promote malignant progression of tumors (34,35). Although LYM has not been considered as parameter for evaluating inflammation, due to its close correlation with inflammation, the potential of LYM becoming a parameter for inflammation is considerable. T LYM participate in the hypertensive inflammation, and it is reported that Connexin 43 in splenic LYM regulates CD4+CD25+ T LYM proliferation and cytokine production (36). In addition, as a part of the adaptive immune populations, T LYM are involved in mediating the pro-inflammatory atherogenic responses (37). In previous studies, the value of NLR for the prognosis of patients with HCC has been demonstrated by numerical studies. For HCC patients received radiotherapy, lower NLR pre treatment is associated with better PFS and OS post radiotherapy (38). In respect to the prognosis value of NLR in patients treated by TACE, there is still a large need in the investigations focused on this issue. A study assesses the prognostic value of NLR for non-viral HCC patients after TACE treatment and presents that patients with higher NLR at baseline have obviously poorer survival compared to those had lower NLR (39). Huang et al. also reports that for unresectable HCC patients, a higher NLR is an independent factor for a much worse OS post TACE treatment (40). While no previous study has reported the value of NLR in predicting prognosis of HCC patients treated by DEB-TACE. In order to evaluate the predicting value of NLR for the treatment responses, the ANC and LYM were assessed through blood tests within 24 h post DEB-TACE. In our study, we found that a decreased ANC post treatment was strongly correlated with a better CR, and that reduced NLR post treatment was likely to be associated with CR and no occurrence of new lesions as well. A higher NLR means higher neutrophil levels and lower LYM levels. Neutrophils are indicated in several tumors as prognostic factors. A previous retrospective study illustrates that elevated number of tumor-associated neutrophils is strongly correlated with poorer progression free survival (PFS) in uterine cervical cancer patients treated by radiotherapy (41). The prognostic effect of neutrophils might derive from its pathogenic role in tumors. Cedervall et al. reveals that circulating neutrophil extracellular traps (NET) increases in mice carrying tumors, leading to inflammation as well as vascular dysfunction (42). While LYM has an anti-tumor effect as reported by previous studies. In esophageal cancer and gastric cancers, the tumor-infiltrating T LYM interact with B LYM or plasma cells to function as anti-tumor cells (43). The mechanism of high NLR deteriorating the prognosis of patients with HCC is still not clear, but the results in our study might be derived from that: (I) the high NLR is correlated with more severe inflammation, which is also a promoter of tumor progression (30,31,38,44); (II) neutrophils and LYM are involved in the pathogenesis of tumors (41-43). Despite that there is only non-statistically significant trend of reduced CR rate and increase incidence of new lesions in HCC patients with higher NLR, the results still indicate NLR might play a role in the prognosis of patients treated by DEB-TACE, which could be a study direction in the future. In addition, the results may be influenced by the relatively low statistical power caused by the relatively small sample size.

A prior study reveals that HCC patients in higher BCLC stage illuminate poorer prognosis compared to patients in lower BCLC stage (45). And another study elucidates multifocal disease correlates with unfavorable survival in HCC patients treated by cTACE or DEB-TACE (46). In line with previous studies, in our study, the analysis of baseline characteristics for predicting the efficacy elucidated that patients with higher BCLC stage and multifocal lesions were of poorer CR.

Several limitations couldn’t be ignored in this present study: (I) 65 patients was a relatively small sample size, leading to a lack of statistical power and increase individual effect on the result; (II) the follow-up time in our study was short, and thus the long-term efficacy could not be assessed in our study; (III) only one patients at 1 or above ECOG performance status were enrolled, thus the results were relatively limited to ECOG 0 HCC patients. Therefore, further study including a larger sample size and longer follow-up period is needed.

In conclusion, NLR but not ring enhancement post treatment could predict the treatment response and new lesion occurrence in patients with HCC treated by DEB-TACE.


Acknowledgements

None.


Footnote

Conflicts of Interest: The authors have no conflicts of interest to declare.

Ethical Statement: All the participants signed the informed consents. This study was approved by the Ethics Committee of The First Affiliated Hospital, College of Medicine, Zhejiang University (2015447).


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Cite this article as: Ying S, Zhou X, Gong S, Peng Z. Neutrophil to lymphocyte ratio but not ring enhancement could predict treatment response and new lesion occurrence in patients with hepatocellular carcinoma by drug eluting beads transarterial chemoembolization. Transl Cancer Res 2018;7(1):30-40. doi: 10.21037/tcr.2017.12.24

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