Current Strategies to Identify Patients That Will Benefit from TACE Treatment and Future Directions a Practical Step-by-Step Guide
Received 2 March 2021
Accepted for publication 21 April 2021
Published 13 May 2021 Volume 2021:8 Pages 403—419
Checked for plagiarism Yes
Review by Single anonymous peer review
Peer reviewer comments 4
Editor who approved publication: Dr Ahmad O Kaseb
Lukas Müller,1,* Fabian Stoehr,1,* Aline Mähringer-Kunz,1 Felix Hahn,1 Arndt Weinmann,2 Roman Kloeckner1
1Department of Diagnostic and Interventional Radiology, University Medical Centre of the Johannes Gutenberg-University Mainz, Mainz, Germany; 2Department of Internal Medicine I, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
*These authors contributed equally to this work.
Correspondence: Roman Kloeckner
Department of Diagnostic and Interventional Radiology, University Medical Center of the Johannes Gutenberg-University Mainz, Langenbeckst. 1, Mainz, 55131, Germany
Tel +49 6131 17-2019
Email [email protected]
Abstract: Treatment of hepatocellular carcinoma (HCC) depends on the stage of disease. In the Western Hemisphere, the Barcelona Clinic Liver Cancer classification (BCLC) is the preferred staging system. Approximately one-third of patients initially present with intermediate-stage disease. For these patients, transarterial chemoembolization (TACE) is the treatment of choice. However, the intermediate-stage comprises a heterogeneous subgroup of patients with considerable differences in tumor burden and liver function. In addition, differences in individual factors that are not captured by the BCLC framework, such as the tumor growth pattern, degree of hypervascularity, and vascular supply, complicate further evaluation of these patients. Due to these differences, not all patients benefit equally from TACE. Several tools and scoring systems have been devised to provide decision-making support. All of these have shown promising initial results but failed external evaluation and have not been translated to the clinic. Nevertheless, criteria for objectifying treatment decisions in daily clinical practice are needed in all stages of disease. Therefore, this review provides a concise practical step-by-step guide on current strategies for patient selection and decision-making, with a focus on TACE, to critically evaluate the existing decision-support tools and provide a summary of the latest updates in the field.
Keywords: hepatocellular carcinoma, transarterial chemoembolization, survival prediction, treatment decision support, practical step-by-step guide
Hepatocellular carcinoma (HCC) is one of the most common and deadliest cancers worldwide.1,2 In the Western Hemisphere, the Barcelona Clinic Liver Cancer classification (BCLC) is the preferred staging system.1,3 The system is based on tumor stage, liver function, and the patient’s performance status, classifying patients from (very) early (BCLC 0 and A) and intermediate (BCLC B) to advanced and terminal stage (BCLC C & D).4 A treatment recommendation is linked to each stage; transarterial chemoembolization (TACE) is the standard of care for intermediate-stage patients.1,3 These recommendations are mainly based on two trials showing significant improvement in median overall survival (OS).5,6 However, these trials were conducted in a highly selected patient cohort that does not reflect clinical reality, as the intermediate stage comprises a heterogeneous subgroup of patients with considerable differences in tumor burden and liver function.7 To further improve treatment allocation, the BCLC subclassification was developed.7 However, it has not been able to offer significant benefit for patient stratification.8,9 Nevertheless, the rationale behind further subclassification of the intermediate stage emphasizes the fact that not every patient benefits equally from TACE and that several patients might profit from a switch to systemic therapy. Thus, selecting the “right” patient remains crucial. To address this issue, several attempts have been made to provide solutions and tools to support decision-making and patient selection. Thus, the aim of this review is to provide a concise, up-to-date overview of the available stratification strategies and to provide a practical step-by-step guide on how to select the optimal TACE candidate.
Treatment Decision Before and During TACE: What are the Most Critical Time Points?
Treatment decisions apply during the entire course of disease (Figure 1). In this document, we strive to:
Figure 1 Overview of decisions applying to TACE treatment.
a) identify the perfect candidate to start initial TACE treatment,
b) try to support decision-making during the course of TACE treatment and finally to
c) provide guidance on when to stop TACE.
Start of TACE Treatment: Which Patients are Optimal Candidates for TACE?
In a typical intermediate-stage patient cohort, median OS is approximately 2.5 years.10 Survival rates can increase to up to 4 years if the inclusion criteria for TACE are followed more strictly.11 Such discrepancies underline the need to select the most suitable patients for TACE. However, despite the suggestions of Western guidelines, in clinical reality, the decision of whether to start TACE treatment remains a complex decision with a multitude of possible factors influencing the process.
During the last decade, several predictive factors have been identified. Image-derived tumor features allow important insights. First and foremost, the important features tumor size and number of lesions correlate with patient outcome.1,6,11–14 Furthermore, a larger tumor size correlates with an inferior response to TACE and a higher risk of post-embolization syndrome.14–18 The post-embolization syndrome describes a combination of symptoms including fever, nausea, vomiting and pain in the right upper quadrant, which occurs in up to 80% of the patients.19–21 It is the most common adverse event after TACE and the major reason for an acute inpatient management leading to a prolonged length of stay.22 A commonly used cut-off for tumor size is 5 cm.18,23 In particular, the up-to-7 criteria, a combination of tumor size and number of lesions, originally designed to assess the suitability for liver transplantation, have shown good correlation with the median OS after TACE.24
Moreover, imaging enables the identification of features associated with a more aggressive tumor biology. These factors, to a great extent, influence the feasibility and success of TACE, though they are not included in the BCLC staging system. One of these factors is the degree of vascularity: hypervascular tumors are more responsive to TACE treatment, easier to identify during the treatment, and have a favorable outcome.13,14,25 Another important issue is the arterial anatomy: Few tumor-feeding vessels and favorable anatomy enable superselective embolization. In contrast, unfavorable anatomy, such as extensive parasitic arterial tumor-feeders, may complicate a superselective procedure, eventually resulting in ineffective TACE. A superselective procedure is important in order to maximize tumor necrosis while minimizing TACE-associated side effects to the healthy liver parenchyma.18 Figure 2 displays an example for unfavorable and favorable.
An important indicator of tumor aggressiveness is the growth pattern. Infiltrative tumor growth is associated with an impaired response and impaired median OS compared to patients with nodular tumor growth and a clear boundary to the surrounding liver parenchyma.26–28
Imaging enables the detection of ascites and hepatomegaly, which are associated with impaired survival.29–32 Furthermore, the size of the spleen can be assessed easily, which functions as a surrogate marker of portal hypertension and is, itself, an additional negative predictor of the median OS.33
Laboratory parameters representing liver function and the HCC-related tumor marker alpha-fetoprotein (AFP) are the second component of the patient evaluation for TACE because they are easy to capture during clinical routine.17,34–42 Historically, the Child-Pugh Score (CPS) was the standard tool for stratification of cirrhotic patients.1 However, the CPS has two major restrictions in the evaluation of HCC patients: Firstly, it does not fully capture deterioration due to temporary events within the progression of cirrhosis. Secondly, the CPS includes parameters that depend on subjective assessment, which may hamper its validity.1 Therefore, new stratification tools may be needed for the evaluation of HCC patients. One of these tools is the combination of albumin and bilirubin as the albumin-bilirubin score (ALBI), which is an easy-to-calculate indicator of the estimated hepatic reserve and has been shown to be highly predictive.43,44 Albumin is an important marker of liver function and has been repeatedly identified as a strong prognostic factor.45,46 High bilirubin levels are associated with a higher risk of post-procedural liver decompensation and, therefore, are a negative prognostic factor for median OS.21,30 Of the other liver synthesis parameters, low cholinesterase, high INR, and low platelet count may complement the ALBI score in the decision-making process.1,47
The role of other factors, such as the C-reactive protein (CRP) level prior to the first TACE treatment remain unclear. Though several publications have stated that CRP only represents a surrogate parameter for systemic inflammatory response syndrome and tumor aggressiveness,48,49 others have stated that high CRP levels are related to poorly differentiated tumors.50 While Kinoshita et al found CRP to be an independent prognostic factor associated with a poor prognosis regardless of the BCLC status and treatment modality,51 for TACE treatment the results are divergent.34,42
Even though current Western guidelines downgraded the value of AFP for screening and diagnosis,1,3 there is evidence that static, and especially dynamic, AFP values (in the form of changes before and during treatment) are related to the median OS.45,46,52–54 On a molecular basis, AFP plays a role in tumor angiogenesis and may affect tumor cell proliferation and tissue growth.55 For patients treated with TACE, AFP has been an independent predictor of the median OS in several studies.55–57 However, discussion of optimal cutoffs is ongoing and the current evidence heterogeneous. The AFP dynamics may be more appropriate and could function as an indicator of tumor aggressiveness.52 Recently, results from the REACH 2 trial on ramucirumab as a systemic treatment in patients with advanced HCC showed that AFP levels may have a stronger influence than expected on the therapeutic response.58 Further investigations are needed to evaluate the role of AFP in the context of TACE treatment.
Figure 3 summarizes the factors as patient-, tumor-, and treatment-associated features to be considered before starting TACE.
Figure 3 Overview of prognostic factors to consider when evaluating patients for TACE (factors pro TACE = green, factors contra TACE = red).
Choice of the Best Technique
During HCC development and progression, the tumor tissue shows intense neo-angiogenesis leading to a strong arterial tumor supply.1 With the embolization of the supplying arterial vessels, the induction of ischemia is intended. This selective ischemia of the tumor tissue leads to a shutdown of cell metabolism and causes a growing rate of cell death. This process synergistically strengthens the cytotoxic effect of the applied chemotherapeutic agents with the ultimate goal of a complete tumor necrosis.1 The surrounding liver parenchyma is protected from relevant ischemic cell death as it is physiologically receiving most of its blood supply by the portal venous system.
Two TACE techniques are mainly used in clinical routine: conventional TACE (cTACE) and TACE with drug-eluting beads (DEB-TACE). In 2002, cTACE was first shown to improve OS against best supportive care (28.6 months vs 17.9 months).5 The treatment was based on the injection of a chemotherapy emulsion (ie, doxorubicin, epirubicin, idarubicin, mitomycin C, or cisplatin) and lipiodol, followed by an embolizing agent in order to enhance the ischemic effect (ie, gelatin sponge, polyvinyl alcohol particles, or microspheres). In 2006, drug-eluting beads were introduced in order to improve the therapeutic effect while reducing side effects due to slower release of the chemotherapeutic agents.59 However, the first head-to-head trial did not yield significant superiority to cTACE regarding the median OS.60 Following these initial results, several randomized trials attempted to prove the superiority of DEB-TACE over cTACE. However, until today, no significant difference has been shown between cTACE and DEB-TACE regarding tumor response or survival.10,61 The only findings were less post-procedural pain and fewer chemotherapy-associated systemic side effects after DEB-TACE.10,60
Regarding the optimal chemotherapeutic agent, all drugs performed relatively similar in randomized trials.62 Therefore, no clear recommendation towards one specific chemotherapeutic agent can be made. Another important technical aspect that has to be considered during TACE treatment is the optimal embolization endpoint. Evidence on the topic is low and study results contrary: While Jin et al showed that a residual antegrade blood flow after TACE increases the median OS, Habbel et al found no direct relation between the subjective angiographic chemoembolization endpoint and the median OS.63,64 Thus, it remains unclear whether an intermediate substasis or a higher, stasis embolization endpoint is favourable.
As mentioned above, the recommendation of TACE for patients in intermediate stage is mainly based on two trials showing significant improvement in median OS.5,6 The efficacy of TACE is further supported by the results of several meta-analysis.65,66 Against this robust evidence, the Cochrane investigators questioned the role of TACE on survival in 2011 as their meta-analysis yielded no benefit for TACE compared to best supportive care.67 They argue that the original studies were conducted on a highly selected patient cohort. However, the review has several methodical weaknesses and its results never entered clinical reality.
Recently, several modifications of the conventional TACE technique have been proposed. One is the balloon-occluded TACE (B-TACE), which is defined as the infusion of emulsion of chemotherapeutic agents with lipiodol followed by gelatin particles under the occlusion of feeding arteries by a microballoon catheter.68
First evaluation studies concluded a superiority of B-TACE compared to conventional TACE.69–71 However, studies were conducted retrospectively on relatively small sample sizes, thus, randomized controlled trials are mandatory. Another modification of conventional TACE is the combination with a lipiodol-ethanol mixture, which showed promising results in initial evaluation.72,73 Based on the causing of endothelial damage and thrombosis of the arterial feeder vessels, the lipiodol and ethanol mixture may enhance the embolization effect of TACE.74 However, currently evidence is limited on these techniques as well-designed randomized controlled trials are missing.
As mentioned above, with the use of selective arterial embolization a tumor necrosis is intended. However, the induced hypoxia increases the upregulation of vascular endothelial growth factor and pplatelet-derivedgrowth factor, which leads to an increase of re-vascularization.75–77 Thus, the adjuvant application of antiangiogenic systemic therapy may further reduce tumor volume and arterial tumor supply. One possible option is the antiangiogenic multikinase inhibitor sorafenib, which is currently a recommended treatment option for HCC patients with unresectable HCC in BCLC stage C. However, the combination of TACE with sorafenib and other molecular targeted agents so far yielded no survival benefits.78–83 While the results of the TACTICS trial report an improved progression-free survival for the combination, the recently published final data showed no improvement in median OS.84,85 Thus, the combination of TACE and targeted agents might be a valuable treatment option in individual scenarios but cannot be generalized to all patients.
During the Course of Treatment: How Often and When Should TACE Be Repeated?
After the initial TACE procedure, re-evaluation of each individual patient is necessary. The treatment response in particular is an indispensable factor to further guidance, as it functions as a strong predictor of median OS and may be seen as a meta-parameter. As tumor necrosis is not necessarily accompanied by immediate reduction of the tumor size,86 conventional RECIST criteria, which are based on the maximum tumor diameter, may tend to underestimate the tumor response.87,88 As HCCs have predominantly arterial (hyper-) vascularization, modified RECIST (mRECIST) criteria measuring the sum of the longest diameter of contrast-enhancing tissue have been developed and are the recommended assessment of response by the Western guidelines.1,89,90 As in the conventional criteria, the patient’s response to TACE can be classified as a complete response (CR), partial response (PR), stable disease (SD), or progressive disease (PD). Table 1 displays a detailed description of the mRECIST criteria in their current form.
Figure 4 provides an example for PR and CR.
Figure 4 The upper row shows an example of complete response according to the modified RECIST criteria (A and B). The lower row displays an example for partial response (C and D) with a peripheral residual hypervascularization of the tumor nodules.
These different stages of response create various scenarios:
The first scenario is patients with residual vital tumor and PR (or at least SD) after the initial TACE session. For these patients, there is no standardized re-treatment policy.86 Regarding an optimal re-treatment schedule, there are no clear evidence as to whether repeated TACE after pre-defined time intervals or repetition in case of progression is better. Based on the positive experience in the initial trials, common practice is initial treatment with two TACE sessions within 1–2 months because this may lead to better response rates.91 Afterwards, regular intervals may lead to improved monitoring of the case, but an aggressive schedule may also increase the risk of liver failure.91,92 Either way, liver function and performance status have to be monitored closely in order to avoid “overtreatment”.93 Continuous re-evaluation of each patient by an interdisciplinary tumor board including experienced hepatobiliary surgeons, hepatologists, interventional radiologists, and oncologists is of utmost importance to not miss the optimal timing for a switch to systemic treatment when subsequent therapy is still possible. Therefore, response assessment is indispensable prior to each TACE treatment. To this end, cross-sectional imaging (CT/MRI) should be performed immediately before TACE. This allows, in addition to the response assessment, the recording of important factors representing tumor biology as mentioned above. In cTACE, the extent of lipiodol accumulation on CT images is associated with the extent of tumor necrosis.94,95 However, MRI may be helpful in assessing residual viable tumor tissue due to the “blooming effect” of the lipiodol staining in CT.96 After DEB-TACE, CT and MRI can be used interchangeably.96
After successful initial TACE with CR, recurrence can appear as either re-vascularization of the treated tumor1 or in the form of new tumor lesions. For both scenarios, repetition of TACE may be necessary to secure therapeutic success. However, to ensure that a particular patient is still a good TACE candidate, discussion by the interdisciplinary tumor board is of greatest importance, too.
TACE should be stopped immediately in cases of initial unresponsiveness or “untreatable progress”, defined as massive liver involvement, extrahepatic spread, vascular invasion, impaired liver function, or worsening performance status.86,97
Figure 5 summarizes the patient scenarios for re-evaluation during TACE treatment.
Figure 5 Flowchart of the re-evaluation criteria and decision-making during TACE treatment.
Patients No Longer Benefiting from TACE
It is crucial to identify patients who are not benefitting from TACE as soon as possible, as these patients could still benefit from systemic therapy as long as the tumor burden and liver function allow for it.98 In clinical routine, this “point of no return” is difficult to determine. As mentioned above, continuous and standardized imaging in combination with repetitive laboratory assessment, including liver function parameters and AFP, forms the basis for accurately timing the switch to systemic treatment after refractory TACE. An inappropriately high number of TACE sessions delays the switch to systemic therapy and may, in some cases, completely hinder the treatment switch due to the deterioration of liver function.98–102 Both situations may be associated with impaired survival.
High tumor burden, multifocality, impaired liver function, early recurrence, incomplete necrosis, massive progression under TACE, and the occurrence of extrahepatic spread and/or vascular invasion should trigger the cessation of TACE treatment and re-evaluation by an interdisciplinary tumor board.98 Furthermore, unbearable side effects of TACE, such as severe forms of post-embolization syndrome, should also lead to re-evaluation, as they may strongly influence the patient’s quality of life. These patients may also benefit from a switch to systemic treatment. However, extensive discussion with the patient of the possible benefits and disadvantages of the switch is inevitable.
Alternative Treatment in Intermediate Stage
For patients with a limited tumor burden, namely oligo-nodular disease with a tumor diameter <5 cm, liver resection has to be considered as a treatment option.103 However, the most common limitation for curative resection beyond early stages is the impaired liver function, which has repeatedly been identified as an independent predictor for a reduced median OS.104 In this case, thermal ablation offers another feasible curative treatment option.1 If the tumor size exceeds 5cm, thermal ablation and TACE can be combined allowing for ablations up to 6cm with good response rates.105–108 For patients with localized tumor growth confined to one or two liver segments radiation segmentectomy, which is defined as a highly selective radioembolization limited to ≤2 hepatic segments, is a curative treatment option; especially in case of impossible thermal application and curative resection due to a challenging tumor location.109,110 One currently intensively investigated therapy option for patients with HCC is the external beam radiation therapy. Through advances in radiation technique, precise stereotactic targeting of the tumor tissue is possible, while sparing out the surrounding liver parenchyma (SBRT). The few available studies for intermediate stage proved that SBRT might be an option in combination with TACE or thereafter.111,112 A head-to-head comparison of both techniques is currently being assessed in the TRENDY trial (NCT02470533).
Regarding systemic treatment as first-line option for the intermediate stage, Kudo et al recently promoted Lenvatinib as a superior option for patients with a high tumor burden.113 However, due to the relatively small sample size and the retrospective design, the results should be interpreted as an initial proof-of-concept study and cannot replace prospective randomized trials. A little more is known on systemic treatment following on TACE refractoriness. Several retrospective studies proved that a switch to systemic therapy in case of TACE refractoriness improved median OS.101,114 However, as mentioned above, to identify the “right” point for treatment transition remains crucial. One prospective trial currently investigating the role of sorafenib following TACE is the OPTIMIS trial (NCT01933945), which has a special focus on the patient status when sorafenib treatment is started. Further prospective trials on various systemic agents after TACE refractoriness are urgently needed.
Scoring Systems: Appropriate Support for Decision-Making Before and During TACE Treatment?
To specifically address the initial question as to whether to start TACE, the STATE (Selection for TrAnsarterial chemoembolization TrEatment) score and HAP (Hepatoma Arterial-embolization Prognostic) score and its modifications (mHAP-II and -III) have been devised.34,45,53,54 The STATE score consists of serum albumin, tumor burden (up-to-7 criteria), and CRP level.34 Patients with a lower STATE score had a significantly impaired median OS (5.3 months vs 19.5 months). Therefore, the authors concluded that patients with a low STATE score should not be treated with TACE. The score can be applied to both TACE types.
The HAP score includes serum levels of albumin, bilirubin, and AFP and the tumor size and categorizes patients into four subgroups.53 To improve the predictive ability of the score, two adaptations have been made. In the mHAP-II score, adding the number of lesions as a factor improved the stratification.54 The mHAP-III is also adjusted by taking into aaccount-specificweighting factors, creating an individual prediction of prognosis (online calculator http://www.livercancer.eu/mhap3.html).45
Though both the STATE and HAP scoring systems had promising stratification results, external validation by other groups showed only a moderate ability to predict each patient’s individual prognosis.42,46 Mähringer-Kunz et al confirmed the ability of the STATE score to stratify patients regarding the median OS.42 However, their results indicate remarkable overlap in the distribution of survival. Following their results, the authors do not recommend basing clinical decisions on the STATE score alone. The same is true for the HAP score and its modifications; though all models provide good stratification with regard to the median OS, the model accuracy was only moderate in external validation, not allowing for clear-cut clinical decisions.45,46,54
Recently, another attempt has been made to identify patients who benefit from TACE by using the “six-and-twelve” score.115 As an easy-to-use tool, this score stratifies ideal TACE candidates by the sum of tumor size and number of lesions. However, the first external validation results yielded only moderate predictive ability.116,117 Very recently, a complex linear predictor has been proposed by Han et al: The Pre-TACE-Prediction model namely for patient evaluation before the initial TACE. Despite the serological parameters (albumin, bilirubin and AFP) and imaging parameters (tumor number, tumor size and vascular infiltration), this predictor includes the aetiology behind the liver disease.118 Despite promising results in the initial study, the usefulness of this model has to be evaluated in future studies.
Figure 6 provides a detailed overview of all these scores and their parameters.
Figure 6 Overview of the scoring systems applied before TACE treatment.
In 2013, Sieghart et al devised the Assessment for Retreatment with TACE (ART) score based on the aspartate aminotransferase (AST) level, CPS, and radiological response.35 The score showed significantly impaired survival for patients in the higher scoring group. Furthermore, a high ART score was significantly associated with a greater number of major adverse events after the second TACE treatment. Adhoute et al followed similar methodology when creating their ABCR (AFP, BCLC, Child-Pugh, and Radiological Response) score.9 A third scoring system was introduced in 2016: the SNACOR score includes tumor size, tumor number, baseline alpha-fetoprotein level, CPS, and objective radiological response.23 Recently, Han et al proposed Post-TACE-Prediction, which is a linear predictor for patient stratification after the initial TACE treatment.118 The predictor is based on the serological parameters AFP and bilirubin and the imaging parameter tumor size, number of lesions and radiological response, which are summarized in a complex formula. Similar to the Pre-TACE-Prediction model by the same group mentioned above, the usefulness of this model has to be evaluated in future studies.
Figure 7 provides a detailed overview of all of these scores and their included parameters.
Figure 7 Overview of the scoring systems applied during TACE treatment.
Similar to the results for the above-mentioned scores at the start of TACE, all available scoring systems for the continuation of TACE failed in independent external validation, with only moderate accuracy in individual prognostic prediction.17,36–41,119 Validation of the ART and ABCR scores with our own data showed that both scoring systems are able to stratify patients according to their median OS.41 The ABCR score was slightly more accurate for our patient cohort. However, both scores yielded only moderate value in individual prognostic prediction. In addition, we evaluated the SNACOR score, which also had the ability to significantly stratify patients in terms of the median OS but failed in terms of individual prognostic prediction.119
In accordance with all of these rather disappointing results, the EASL guidelines panel considers the use of the scoring systems controversial and recommends that TACE should not be repeated when substantial necrosis is not achieved after two rounds of treatment or when follow-up treatment fails to induce marked necrosis at sites that have progressed after an initial tumor response.1
The latter is supported by Georgiades et al, who showed that at least two TACE procedures have to be performed before it is possible to make a decision as to whether to continue with TACE.91
In summary, all of the mentioned scores may estimate prognosis, but they cannot support clear-cut clinical decisions. Thus, it is necessary to discuss the indication for each TACE treatment as an interdisciplinary tumor board including experienced hepatobiliary surgeons, hepatologists, interventional radiologists, and oncologists. In particular, the extent of the hepatic tumor, liver function, and patient performance status have to be considered. Finally, the patient’s opinion should be an integral part of the decision-making process. In particular, the pros and cons of TACE treatment and the influence on prognosis should play an important role in decision making.
Current Scoring Systems: Why Do They Tend to Fail/Underperform?
A possible reason for the disheartening validation results for the scoring systems may be that the vast majority of patients with HCC suffer from concomitant liver cirrhosis, which complicates prediction. Even though several of the scores try to consider both aspects, the use of only 3–5 parameters may be an inappropriate simplification of a much more complex clinical reality.
All of the previously described systems were created based on more or less the same mathematical principles: The coefficient factors of significant parameters in a multivariate regression analysis were adjusted weighting factors based on the datasets from a well-selected cohort. Therefore, overfitting may be a methodological problem related to that approach. Overfitting describes “a phenomenon that occurs when a model maximizes its performance on some sets of data, but its predictive performance cannot be confirmed elsewhere, due to random fluctuations in patient characteristics that occur in different clinical and demographic backgrounds“.120 Most of the scores were created at single institutions, which may have aggravated the issue of overfitting. In addition, most of the studies are based on only a moderate sample size.
Novel Artificial Intelligence-Based Approaches
To overcome these limitations, several attempts have been made using artificial intelligence (AI) in the context of TACE treatment in patients with HCC.121–124 These attempts can be divided into two groups. Peng et al, Abajian et al, and Liu et al focused on training AI-based systems that can estimate the response to TACE treatment prior to the first session. Peng et al used CT images for pattern recognition.122 This approach had promising accuracy for both training and validation. To assess tumor response after TACE, Abajian et al constructed a model based on two MRI features of the tumor and three clinical parameters.121 Though the accuracy of their system was slightly lower, this attempt emphasized the capability of AI-based solutions. Recently, Liu et al proved the feasibility of a deep learning-based radiomics model using contrast-enhanced ultrasound cines for survival prediction.124 Mähringer-Kunz et al recently reported their results on another auspicious approach: the aim was to train an AI-based network to predict the 1-year survival.123 To achieve high accuracy in their prediction, they included 46 parameters, including tumor-related features such as tumor size, number of lesions, and tumor growth pattern, parameters for the assessment of the liver function, risk factors for the development of HCC, and novel meta-parameters, such as the skeletal muscle index. Their novel approach yielded good results in the training and validation cohorts with areas under the ROC curve of 0.77 and 0.83, respectively. This approach outperformed the ART, ABCR, and SNACOR scores in predicting 1-year survival.
The benefit of all of these AI-based systems is their dynamic learning process; with more available and complete datasets from different institutions, the accuracy of these systems will likely further improve. Nevertheless, the suggested systems have to prove their accuracy in external, multicenter evaluations. Furthermore, how great the added benefit is in clinical decision-making compared to the established stratification systems remains questionable.
Thinking Outside the Box: When to Perform TACE Outside of BCLC B – The Stage Migration Approach
Stage migration should be considered in patients for whom the recommended treatment options according to BCLC are not feasible or have failed, including TACE, as well as all other options.1,125 Usually, the migration is performed as a lleft-to-right approach – this applies to patients in BCLC stage 0/A who are not suitable for surgery or ablation and may be migrated to TACE. However, a rright-to-left approach is also feasible, particularly for patients in BCLC stage C suffering from adverse effects due to systemic therapy. Naturally, such a stage migration has to be discussed in an interdisciplinary fashion.1,125
Thinking Outside the Box: When to Perform TACE Outside of BCLC B – “Bridging” and “Down-Staging” for Liver Transplantation
Another indication for TACE outside of the BCLC staging system is prior to liver transplantation (LT).1 LT has the main advantage that it cures HCC as well as cirrhosis as the main precancerous disease. However, in the context of LT, there are rules/criteria regarding tumor size and extent that have to be followed very strictly (ie, Milan criteria).126 As in most regions, high demand meets limited availability of organs, treatment is mandatory for patients while on the waiting list.126 TACE is the most common treatment for this “bridging” in order to keep the tumor within the size criteria.1 Furthermore, the tumor response to TACE can be helpful in assessing patients’ personal tumor biology prior to LT.127 Therefore, the response to “bridging-TACE” may be seen as an independent selection criterion.128
Another indication for TACE before transplantation is in the context of “down-staging”. If patients do not fulfill the transplantation criteria due to tumor size or extent, down-staging to a tumor burden within the criteria is possible. Furthermore, if down-staging is successful, patients generally have very good survival after LT, comparable to patients who were primarily within the criteria.129 Again, this emphasizes the high prognostic relevance of the response to tumor treatment.
Optimal selection becomes even more important in the light of the upcoming novel systemic therapies, first and foremost immunotherapy. The IMBRAVE 150 trial on patients with advanced stage HCC (BCLC C) has shown a major breakthrough in systemic therapies and may introduce the “golden twenties” for the treatment of non-resectable HCC.130 However, the number of emerging substances and experiences with systemic therapy may not only influence advanced stage disease. TACE for intermediate-stage HCC has been defined as the standard of care at a time when no systemic treatment was available. One limiting factor for successful locoregional treatment is often a high tumor burden. Immunotherapy as systemic treatment may be the better option for these patients while providing better tolerance than the available systemic options. However, no evidence has been created for the head-to-head comparison of TACE versus immunotherapy for patients in the intermediate stage yet. The first trial comparing the IMBRAVE150 combination Atezolizumab plus Bevacizumab with TACE, the ABC-HCC trial (NCT04803994), has not started patient recruitment yet. Thus, TACE will remain the primary treatment for the intermediate stage in the near future. Furthermore, the combination of TACE and immunotherapy is promising. Releasing tumor-associated antigens during TACE could stimulate the immune system, ideally leading to a synergistic effect.131 The major reason why the combination of TACE and tyrosine kinase inhibitors has failed repeatedly is unacceptable toxicity leading to early treatment termination.79–82 The lower rate of side effects and especially the lower liver toxicity of immunotherapy compared to tyrosine kinase inhibitors in the IMBRAVE 150 trial suggest that future combination of TACE and immunotherapy will be more tolerable. Several studies on this combination are currently recruiting (NCT04268888, NCT03572582, NCT03778957, and NCT04246177), with the most important one being the Phase 3 LEAP 012-trial. Overall, the eagerly awaited results of these trials will test our current staging and scoring systems and require new strategies to assign patients to one or a combination of both therapies.
TACE is the recommended treatment for intermediate-stage HCC according to the BCLC classification. As this is a highly diverse subgroup, identifying patients who benefit from TACE remains crucial. Tumor-associated, patient-associated, and treatment-associated factors have to be considered when deciding whether to start TACE. However, interdisciplinary discussion is the basis for these individual decisions. During TACE treatment, patients should be monitored closely by cross-sectional imaging in order to precisely assess tumor response. TACE should be repeated as long as there is viable tumor in order to achieve optimal tumor control if no contraindications occur. In case of recurrence after CR, further TACE sessions and systemic treatment are feasible options. The decision between these two should be based on the extent of recurrence, the patient’s liver function, and the performance status. Consequently, TACE should be stopped immediately in case of untreatable progression. In case of TACE refractoriness, a switch to systemic therapy should be made. Notably, a repeated interdisciplinary discussion of each case by the tumor board is of utmost importance for guiding patients through the treatment “jungle”.
Lukas Müller and Fabian Stoehr are supported by the Clinician Scientist Fellowship “Else Kröner Research College: 2018_Kolleg.05”. Dr Roman Kloeckner reports personal fees from Boston Scientific, personal fees from Bristol-Myers Squibb, personal fees from Guerbet, personal fees from SIRTEX, personal fees from Roche, personal fees from EISAI, personal fees from Ipsen, personal fees from Siemens, personal fees from MSD - Merck Sharp & Dohme, outside the submitted work. The authors report no other conflicts of interest in this work.
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