Abstract
Background
The antitumor efficacy of immune checkpoint inhibitors (ICIs) has increasingly emerged during the last few years. However, there is a need to identify the safety profile of these agents more comprehensively, including liver toxicity.
Materials and methods
Herein, we performed a meta-analysis to assess the risk of all-grade and grade 3–4 hypertransaminasemia in cancer patients receiving ICIs—as monotherapy or in combination with other anticancer agents. All the relevant trials were retrieved through EMBASE, Cochrane Library, and PubMed/Medline databases; eligible studies were selected according to PRISMA statement. The pooled relative risk (RR) and 95% confidence interval (CI) were extracted.
Results
Fifty-nine studies were included. The pooled RRs for all-grade AST and ALT increase were 1.45 (95% CI 1.26–1.67) (Supplementary Fig. 3) and 1.51 (95% CI 1.29–1.77) in patients receiving ICIs monotherapy and immune-based combinations compared to control treatment, respectively. The pooled RRs for grade 3–4 AST and ALT increase were 2.16 (95% CI 1.77–2.64) and 2.3 (95% CI 1.91–2.77).
Conclusions
According to our results, ICIs monotherapy and immune-based combinations were associated with higher risk of all-grade and grade 3–4 hypertransaminasemia. Monitoring liver function should be recommended in cancer patients treated with ICIs monotherapy or immune-based combination, and in case of underlying liver disease, a careful risk–benefit assessment appears as a mandatory need.
Supplementary Information
The online version contains supplementary material available at 10.1007/s00262-023-03366-x.
Keywords: Hypertransaminasemia, Liver toxicity, Cancer, Immunotherapy, Immune checkpoint inhibitors, ALT
Introduction
The global cancer burden is destined to increase in the next few years, and cancer represents a serious threat to public health worldwide. In fact, the rising proportion of adults and elderly patients are two important factors underlying the increase in cancer-related mortality, and although the incidence of some solid tumors has decreased in some countries, the limited efficacy of systemic treatments in several setting and diseases remains a crucial issue [1].
The advent of immune checkpoint inhibitors (ICIs) has represented a therapeutic revolution over the last ten years [2], with immunotherapy representing an effective treatment strategy in multiple hematological and solid tumors, as reported in several practice-changing clinical trials [3–7]. ICIs, whose mechanism of action is based on the activation of the immune system, are able to modulate T lymphocytes and to target immune checkpoints such as programmed cell death protein 1 (PD-1), programmed cell death ligand 1 (PD-L1), and cytotoxic t lymphocyte-associated protein 4 (CTLA-4). ICIs, as monotherapy or in combination with other anticancer agents, have achieved unprecedented results in melanoma, renal cell carcinoma (RCC), non-small cell lung cancer (NSCLC), hepatocellular carcinoma (HCC), colorectal cancer, urothelial carcinoma (UC), and several others [8–14]. Although the safety profile of ICIs monotherapy and immune-based combinations is considered acceptable, ICIs have a specific set of treatment-related adverse events, which are commonly defined as immune-related adverse events (irAEs). IrAEs are determined by an erroneous activation of the immune system and may affect multiple organ systems, ranging from liver to thyroid, lung, pancreas, and skin [15, 16]. In addition, the type and grade of irAEs may widely vary according to the type of ICI, the tumor type, and the immune-based combination, since the concomitant use of systemic chemotherapy or tyrosine kinase inhibitors may increase not only the anticancer activity but also adverse events, which sometimes are even life-threatening [17–19].
According to findings from clinical trials, ICIs are deemed to determine hepatotoxicity in a percentage ranging from 1 to 10% of cases, with patients often presenting with elevation of aspartate aminotransferase (AST) and alanine aminotransferase (ALT) [20]. From a temporal perspective, these alterations are frequently observed between 6 and 14 weeks after the start of treatment and most of these adverse events are managed by corticosteroid use, while the addition of other immunosuppressive treatments is evaluated in case of lack of response to corticosteroids [21, 22]. Since the use of ICIs and immune-based combinations is destined to grow in cancer patients, further investigations to comprehensively characterize the impact of these events are needed. Based on these premises, in the MOUSEION-05 we aimed at investigating the risk of all-grade and grade 3–4 hypertransaminasemia in randomized controlled clinical trials (RCTs) assessing ICIs monotherapy and immune-based combinations in cancer patients.
Materials and methods
Search strategy
All phase II and III clinical trials published from June 15, 2008, to November 10, 2022, evaluating immunotherapy and immune-based combinations in cancer patients were retrieved by five different authors. Keywords used for searching on EMBASE, Cochrane Library, and PubMed/ Medline were the following: “immunotherapy” OR “nivolumab” OR “ipilimumab” OR “atezolizumab” OR “pembrolizumab” OR “durvalumab” OR “avelumab” OR “tremelimumab” OR “immune checkpoint inhibitors” OR “immunotherapy” AND “hypertransaminasemia” OR “increased AST” OR “increased ALT” OR “hepatotoxicity” AND “cancer” OR “cancer patients.” Only articles written in the English language and published in peer-reviewed journals were included. Proceedings of the main international oncological meetings (such as European Society of Medical Oncology [ESMO], American Society of Clinical Oncology [ASCO], American Association for Cancer Research [AACR], and European CanCer Organization [ECCO]) were also searched from 2008 onward for relevant trials and/or abstracts.
Selection criteria
Trials retrieved from the first analysis we conducted were subsequently restricted to: 1) prospective phase II and III RCTs in cancer patients; 2) participants receiving ICIs monotherapy or immune-based combinations; and 3) studies with available data in terms of all-grade and grade 3–4 hypertransaminasemia in the immune-based combination group and the control arm. Clinical trials with two different immunotherapy arms were split in two sections in the analysis.
Data extraction
The following data were extracted for each publication: 1) RCT general information (author, year, phase); 2) interventions and dosage of drugs; 3) number of cancer patients; and 4) available outcomes in terms of all-grade and grade 3–4 hypertransaminasemia.
Available outcomes were measured as relative risks (RRs) and 95% confidence intervals (CIs). Five separate authors conducted the search and identification independently. The meta-analysis was conducted according to Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) guidelines (Supplementary) [23].
Statistical design
All statistical analyses were performed using R Studio.
RRs were used to analyze dichotomous variables, including all-grade and grade 3–4 hypertransaminasemia in cancer patients treated with ICIs monotherapy and immune-based combinations versus control treatment. Forest plots were used to assess RRs. Statistical heterogeneity between the included trials was examined using the Chi-square test and the I2 statistic; substantial heterogeneity was considered to be present when the I2 value was greater than 50% or there was a low P value (< 0.10) in the Chi-square test [24]. When no heterogeneity was noted, the fixed effects model was used, while the random-effects model was applied in the presence of significant heterogeneity.
Results
Selected studies
A total of 6586 potentially relevant reports were identified, which were restricted to 59 following independent evaluation of five authors [25–82]. We excluded 6522 records as non-pertinent reports (editorials, case reports, ongoing studies/trials in progress, review articles, preclinical studies, retrospective studies, systematic reviews and meta-analyses, single-arm trials, non-randomized trials, etc.). Eligible studies were identified and selected as shown in Supplementary Fig. 2; a summary of the included trials is presented in Table 1.
Table 1.
Summary of the included studies
Reference | Phase | Malignancy | Treatment arm | Control arm |
---|---|---|---|---|
Powles T et al. (A) [25] |
3 | UC | Durvalumab + tremelimumab | Chemotherapy |
Powles T et al. (B) [25] |
3 | UC | Durvalumab | Chemotherapy |
Goldman et al. (A) [26] |
3 | SCLC | Durvalumab + carboplatin + etoposide | Carboplatin + etoposide |
Goldman et al. (B) [26] |
3 | SCLC | Durvalumab + tremelimumab + carboplatin + etoposide | Carboplatin + etoposide |
Renouf DJ et al [27] |
2 | PDAC | Durvalumab + tremelimumab + chemotherapy | Chemotherapy |
Robert C et al [28] |
3 | Melanoma | Nivolumab | Dacarbazine |
Borghaei H et al [29] |
3 | Non-squamous NSCLC | Nivolumab | Docetaxel |
Brahmer J et al [30] |
3 | Squamous NSCLC | Nivolumab | Docetaxel |
Larkin J et al [31] |
3 | Melanoma | Nivolumab | Chemotherapy |
Gillison ML [32] |
3 | HNT | Nivolumab | Chemotherapy |
Cella D et al [33] |
3 | RCC | Nivolumab + ipilimumab | Sunitinib |
Wu YL et al [34] |
3 | NSCLC | Nivolumab | Docetaxel |
Reardon DA et al [35] |
3 | Glioblastoma | Nivolumab | Bevacizumab |
Janjigian YY et al [36] |
3 | GC/GEJC | Nivolumab + chemotherapy | Chemotherapy |
Choueiri T et al [37] |
3 | RCC | Nivolumab + cabozantinib | Sunitinib |
Hamanishi et al [38] |
3 | Ovarian cancer | Nivolumab | Chemotherapy |
Hayashi H et al [39] |
3 | NSCLC | Nivolumab | Chemotherapy |
Schmid P et al [40] |
3 | TNBC | Atezolizumab + nab-paclitaxel | Nab-paclitaxel |
Socinski MA et al [41] |
3 | Non-squamous NSCLC | Atezolizumab + bevacizumab + chemotherapy | Bevacizumab + chemotherapy |
Powles T et al [42] |
3 | UC | Atezolizumab | Chemotherapy |
Eng C et al. (A) [43] |
3 | CRC | Atezolizumab + cobimetinib | Regorafenib |
Eng C et al. (B) [43] |
3 | CRC | Atezolizumab | Regorafenib |
West H et al [44] |
3 | Non-squamous NSCLC | Atezolizumab plus chemotherapy | Chemotherapy |
Finn RS et al [45] |
3 | HCC | Atezolizumab + bevacizumab | Sorafenib |
Mittendorf EA et al [46] |
3 | TNBC | Atezolizumab + chemotherapy | Chemotherapy |
Herbst RS et al [47] |
3 | NSCLC | Atezolizumab | Chemotherapy |
Emens LA et al [41] |
2 | HER2 + BC | Atezolizumab + TDM1 | Placebo + TDM1 |
Felip E et al [48] |
3 | NSCLC | Atezolizumab | BSC |
Bellmunt J et al [49] |
3 | UC | Atezolizumab | Observation |
Miles D et al [50] |
3 | TNBC | Atezolizumab + chemotherapy | Placebo + chemotherapy |
Cho BC et al [51] |
2 | NSCLC | Atezolizumab + tiragolumab | Atezolizumab + placebo |
Kelley RK et al [52] |
3 | HCC | Atezolizumab + cabozantinib | Sorafenib |
Mettu NB et al [53] |
2 | CRC | Atezolizumab + bevacizumab + chemotherapy | Chemotherapy + bevacizumab |
Huober J et al [54] |
3 | HER2 + BC | Atezolizumab + pertuzumab + trastuzumab + chemotherapy | Placebo + pertuzumab + trastuzumab + chemotherapy |
Pal SK et al [55] |
3 | RCC | Atezolizumab | Placebo |
Powles T et al [83] |
3 | CRPC | Atezolizumab + enzalutamide | Enzalutamide |
Bang YJ et al [56] |
3 | GC/GEJC | Avelumab | Chemotherapy |
Barlesi F et al [57] |
3 | NSCLC | Avelumab | Docetaxel |
Motzer RJ et al [58] |
3 | RCC | Avelumab + axitinib | Sunitinib |
Powles T et al [59] |
3 | UC | Avelumab | BSC |
Moehler et al [60] |
3 | GC/GEJC | Avelumab | Chemotherapy |
Lee NY et al [61] |
3 | HNT | Avelumab + chemoradiotherapy | Chemoradiotherapy |
Pujade-Lauraine E. et al [62] |
3 | Ovarian cancer | Avelumab | PLD |
Pujade-Lauraine E. et al [62] |
3 | Ovarian cancer | Avelumab ± PLD | PLD |
Monk BJ et al [63] |
3 | Ovarian cancer | Chemotherapy—> manteinance avelumab | Chemotherapy—> observation |
Monk BJ et al [63] |
3 | Ovarian cancer | Chemotherapy + avelumab—> manteinance avelumab | Chemotherapy—> observation |
Redman J et al [64] |
2 | CRC | mFOLFOX + bevacizumab + AdCEA vaccine + avelumab | mFOLFOX + bevacizumab |
RS Herbst et al [65] |
2/3 | NSCLC | Pembrolizumab | Docetaxel |
Mok TSK et al [66] |
3 | NSCLC | Pembrolizumab | Chemotherapy |
Bellmunt J et al [67] |
3 | UC | Pembrolizumab | Chemotherapy |
Powles T et al [68] |
3 | RCC | Pembrolizumab + axitinib | Sunitinib |
Schmid P et al [69] |
3 | TNBC | Pembrolizumab + chemotherapy | Chemotherapy |
Ferrucci PF et al [70] |
2 | Melanoma | Pembrolizumab + dabrafenib + trametinib | Placebo + dabrafenib + trametinib |
Tolaney SM et al [71] |
2 | Breast Cancer | Pembrolizumab + eribulina | Eribulina |
Motzer RJ et al [72] |
3 | RCC | Pembrolizumab + lenvatinib | Everolimus + lenvatinib / sunitinib |
Awad MM et al [73] |
2 | Non-squamous NSCLC | Pembrolizumab + chemotherapy | Chemotherapy |
Colombo N et al [74] |
3 | Cervical Cancer | Pembrolizumab + chemotharapy + bevacizumab | Placebo + chemotherapy + bevacizumab |
Powles T et al. (A) [75] |
3 | UC | Pembrolizumab + chemotherapy | Chemotherapy |
Powles T et al. (B) [76] |
3 | UC | Pembrolizumab | Chemotherapy |
Sun JM et al [77] |
3 | Oesophageal Cancer | Pembrolizumab + chemotherapy | Placebo + chemotherapy |
Winer EP et al [76] |
3 | TNBC | Pembrolizumab | Chemotherapy |
Diaz LA et al [78] |
3 | CRC | Pembrolizumab | Chemotherapy |
Makker V et al [79] |
3 | Endometrial cancer | Pembrolizumab + lenvatinib | Chemotherapy |
Chung HC et al [80] |
3 | GC/GEJC | Pembrolizumab | Chemotherapy |
Reckamp KL et al [81] |
2 | NSCLC | Pembrolizumab + ramucirumab | Chemotherapy |
BC breast cancer, CRC colorectal cancer, GC/GEJC gastric cancer/gastroesophageal cancer, HCC hepatocellular carcinoma, HNT head and neck cancer, NSCLC non-small cell lung cancer, PDAC pancreatic ductal adenocarcinoma, RCC renal cell carcinoma, SCLC small cell lung cancer, TNBC triple negative breast cancer, UC urothelial cancer
All-grade AST and ALT increase
The pooled RRs for all-grade AST and ALT increase were 1.45 (95% CI 1.26–1.67) (Supplementary Fig. 2) and 1.51 (95% CI 1.29–1.77) (Supplementary Fig. 3), in patients receiving ICIs monotherapy and immune-based combinations compared to control arm, respectively. Both analyses were associated with substantial heterogeneity (I2 of 57% and 64%, respectively), and thus, a random effect model was used.
Grade 3–4 AST and ALT increase
The pooled RRs for grade 3–4 AST and ALT increase were 2.16 (95% CI 1.77–2.64) (Fig. 1) and 2.3 (95% CI 1.91–2.77) (Fig. 2) for patients treated with ICIs monotherapy and immune-based combinations compared to control arm, respectively. A fixed effect model was used since the analyses presented low heterogeneity.
Fig. 1.
Forest plot of comparison between ICIs monotherapy and immune-based combinations versus control arm in cancer patients; the outcome was the relative risk (RR) of grade 3–4 AST increase
Fig. 2.
Forest plot of comparison between ICIs monotherapy and immune-based combinations versus control arm in cancer patients; the outcome was the relative risk (RR) grade 3–4 ALT increase
Discussion
The impact of ICIs monotherapy and immune-based combinations has represented an unprecedented step forward in the systemic treatment for cancer patients, with these agents which have been associated with robust, and even long-lasting responses [82–84]. However, irAEs may represent an issue in this setting, and few data are available in terms of risk and incidence of hepatotoxicity, including increased low-grade and high-grade AST and ALT serum levels [85, 86]. To the best of the authors’ knowledge, our study represents the most comprehensive and up-to-date meta-analysis in the literature to systematically assess the risk of all-grade and grade 3–4 hypertransaminasemia in cancer patients receiving ICIs monotherapy and immune-based combinations. In MOUSEION-05, more than 30.000 patients from 59 clinical trials were included in the analysis. Higher risk of all-grade and grade 3–4 hypertransaminasemia was reported in cancer patients treated with immunotherapy compared with control treatments. Of note, the highest RR was observed for grade 3–4 AST and ALT increase–2.16 (95% CI 1.77–2.64) and 2.3 (95% CI 1.91–2.77), respectively.
Among irAEs, liver toxicity is frequently underestimated due to several reasons, including its ambiguous clinical presentation and its lower incidence compared with other common adverse events [87]. In fact, all-grade and grade 3–4 hypertransaminasemia are commonly unnoticed since these events may be totally asymptomatic or paucisymptomatic. Given the increased incidence of these toxicities, monitoring liver function should be recommended in cancer patients treated with ICIs monotherapy or immune-based combination, and in case of underlying liver disease, a careful risk–benefit assessment appears as a mandatory need. In addition, clinicians are called to suspect and to be aware of these events associated with immunotherapy, and liver function test, physical examination, clinical judgment, and medical history—before the start as well as during immune-based combinations—are fundamental tools in cancer immunotherapy. ICIs monotherapy and immune-based combinations are now the standard for the treatment of several tumor types, as recommended by several international guidelines following the results of landmark clinical trials in this setting [88–92]. However, these treatments have not yet been approved in several countries or have been approved in the last few months, and thus, clinicians have still limited experience of immune-based combinations in everyday clinical practice. Thus, clinical experience plays and will play a fundamental role in the balance between antitumor activity, safety, and quality of life. At the same time, the timing itself of these irAEs is important to determine whether these toxicities are due to ICIs or other anticancer drugs in patients treated with combination strategies, something that changes the management itself of toxicities.
Some strengths and limitations of our meta-analysis should be highlighted. Among the strengths of this study, our analysis included 59 phase II and III RCTs by using the most updated data in terms of all-grade and grade 3–4 hypertransaminasemia. In addition, we included an overall large number of cancer patients. However, some limitations should also be underlined. First, the current meta-analysis was based on pooled data, and thus, the presence of single-patient variables was not included. Secondly, although the random-effects model was performed to reduce heterogeneities across studies, the analysis regarding all-grade AST and ALT increase presented substantial heterogeneity, and thus, our findings should be interpreted cautiously. Thirdly, the trials included in the meta-analysis evaluated widely different ICIs monotherapy and immune-based combinations. All these anticancer agents—ranging from systemic chemotherapy to tyrosine kinase inhibitors and other antiangiogenic drugs—present different and not superimposable safety profiles, and thus, this element could have produced some bias affecting our results. Moreover, a possible overlap in side effects between different agents should be considered, something that could have introduced some bias. For example, it is not possible to clarify with absolute certainty if a specific event is related to immunotherapy or other anticancer drugs included in immune-based combinations as well as other concomitant medications and dietary and lifestyle factors. Similarly, the data were extracted from registration trials, where the time of the onset of the event was not reported. In addition, the presence of selection bias cannot be excluded, since all cancer patients were selected subjects enrolled into high-quality trials conducted at academic centers and with good performance status. Publication bias due to the higher publishing possibility of studies with positive results could not be excluded. Lastly, our study was not a network meta-analysis, and thus, it was not possible to determine which combination may be more hepatotoxic than the other.
However, despite the limitations affecting the current analysis, we think that this piece of evidence emphasizes both the importance of a correct patient's stratification due to any underlying liver impairment, as well as the need to carefully supervise regular blood tests and to better customize therapeutic decisions. Beyond the efficacy of these novel combination strategies, clinicians should pay attention to these frequently underestimated adverse events.
Supplementary Information
Below is the link to the electronic supplementary material.
Acknowledgements
None.
Author contributions
A.R. wrote the main manuscript text and performed the statistical analysis. A.R. prepared figures 1-5 and table 1. V.M., V.T., E.T., A.M., and M.R. contributed to data acquisition. V.M., R.D.L., M.S., and F.M. contributed to the conception, design, and manuscript revision. All authors approved the final version of the manuscript.
Declarations
Conflict of interest
The author has no relevant affiliations or financial involvement with any organization or entity with a financial interest in or financial conflict with the subject matter or materials discussed in the manuscript. This includes employment, consultancies, honoraria, stock ownership or options, expert testimony, grants or patents received or pending, or royalties. No writing assistance was utilized in the production of this manuscript.
Footnotes
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Matteo Santoni and Francesco Massari equally contributing to this work.
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