Next Article in Journal
The Overall Quality of Life and Oncological Outcomes Following Radical Hysterectomy in Cervical Cancer Survivors Results from a Large Long-Term Single-Institution Study
Next Article in Special Issue
Exploring the Past, Present, and Future of Anti-Angiogenic Therapy in Glioblastoma
Previous Article in Journal
Hyperthermia: A Potential Game-Changer in the Management of Cancers in Low-Middle-Income Group Countries
Previous Article in Special Issue
Frontiers in Anti-Cancer Drug Discovery: Challenges and Perspectives of Metformin as Anti-Angiogenic Add-On Therapy in Glioblastoma
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Afatinib Treatment Alone or with Bevacizumab in a Real-World Cohort of Non-Small Cell Lung Cancer Patients with Epidermal Growth Factor Receptor Mutation

1
Division of Thoracic Oncology, Department of Thoracic Medicine, Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Taoyuan 333, Taiwan
2
Thoracic Oncology Unit, Chang Gung Memorial Hospital Cancer Center, Taoyuan 333, Taiwan
3
Data Science Institute, Department of Computing, Imperial College London, London SW7 2AZ, UK
4
Division of Pulmonary & Critical Care Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan
*
Author to whom correspondence should be addressed.
Cancers 2022, 14(2), 316; https://doi.org/10.3390/cancers14020316
Submission received: 22 November 2021 / Revised: 22 December 2021 / Accepted: 5 January 2022 / Published: 9 January 2022
(This article belongs to the Special Issue Angiogenesis and Anti-angiogenic Therapies)

Abstract

:

Simple Summary

Previous studies of first-generation EGFR-TKI erlotinib and bevacizumab combination have demonstrated superior treatment efficacy compared to erlotinib monotherapy for advanced EGFR-mutant NSCLC patients. Whether this combination benefit can also be observed in second-generation EGFR-TKI afatinib-treated patients remains unclear. The study presented a real-world cohort of advanced NSCLC patients with EGFR mutation treated by afatinib plus bevacizumab or single-agent afatinib. After balancing the key characteristics between the two treatment groups, the result showcased a similar therapeutic efficacy of afatinib plus bevacizumab compared to afatinib monotherapy. The incidence of drug-resistant mutation was also similar between the two groups. This study provided a clinical practice-based evidence that the additional benefit of bevacizumab is likely moderate in afatinib-treated patients.

Abstract

Background: Treatment outcome between afatinib alone or with bevacizumab in non-small cell lung cancer (NSCLC) patient with epidermal growth factor receptor (EGFR) mutation remains insufficiently reported. Methods: A total of 405 advanced NSCLC patients with sensitizing-EGFR mutation receiving first-line single-agent afatinib or with bevacizumab were grouped and propensity score-matched. Progression-free survival (PFS), overall survival (OS) and secondary T790M mutation were analyzed. Results: In the original cohort, 367 (90.6%) patients received afatinib treatment alone and 38 (9.4%) patients received afatinib plus bevacizumab. Patients who received bevacizumab combination were significantly younger (54.6 ± 10.9 vs. 63.9 ± 11.5; p < 0.001) compared to the afatinib alone group. After propensity score matching, the afatinib alone and afatinib plus bevacizumab groups contained 118 and 34 patients, respectively. A non-significantly higher objective response was noted in the afatinib plus bevacizumab group (82.4% vs. 67.8%; p = 0.133). In the propensity score-matched cohort, a bevacizumab add-on offered no increased PFS (16.1 vs. 15.0 months; p = 0.500), risk reduction of progression (HR 0.85 [95% CI, 0.52–1.40]; p = 0.528), OS benefit (32.1 vs. 42.0 months; p = 0.700), nor risk reduction of death (HR 0.85 [95% CI, 0.42–1.74] p = 0.660) compared to the single-agent afatinib. The secondary T790M rate in afatinib plus bevacizumab and afatinib alone groups was similar (56.3% vs. 49.4%, p = 0.794). Multivariate analysis demonstrated that EGFR L858R (OR 0.51 [95% CI, 0.26–0.97]; p = 0.044), EGFR uncommon mutation (OR 0.14 [95% CI, 0.02–0.64]; p = 0.021), and PFS longer than 12 months (OR 2.71 [95% CI, 1.39–5.41]; p = 0.004) were independent predictors of secondary T790M positivity. Conclusion: Bevacizumab treatment showed moderate efficacy in real-world, afatinib-treated NSCLC patients with EGFR-sensitizing mutation.

1. Introduction

EGFR-TKI administration for advanced EGFR-mutated NSCLC serves as the major standard of care in the front-line treatment setting. Resistance to the therapy, however, almost inevitably happens at approximately 9 to 14 months, respectively, with first- and second-generation EGFR-TKI [1,2] and at 19 months with third-generation EGFR-TKI [3]. Many combination strategies with different therapeutic modalities have been attempted to improve the treatment efficacy with variable degree of success [4].
The anti-angiogenesis agent bevacizumab in association with erlotinib has been one of the most investigated combination strategies. The first-generation EGFR-TKI erlotinib, as an EGFR/ErbB1-selective inhibitor with a reversible and non-covalent binding property [5], likely possesses an anti-tumor activity more vulnerable to intra-tumoral concentration variation as a result of the impaired drug delivery through a pathologic vasculature of tumor stroma [6,7]. The treatment of vascular endothelial growth factor (VEGF) blocking agent bevacizumab potentially remodels the pathologic and disorganized tumor vessels [8] and in part accounts for the synergistic effect of the combination. In addition, the extensive cross-talk between EGFR and VEGF signaling pathways which collaboratively facilitate tumorigenesis further justifies the joint targeting strategy [9].
Therefore, previous randomized clinical trials involving Asian advanced NSCLC patients with EGFR mutation have demonstrated that bevacizumab plus erlotinib offered a higher efficacy, in terms of PFS, compared to erlotinib treatment alone. However, the PFS benefit did not translate to an OS benefit with the add-on of bevacizumab in these studies [10,11,12]. On the other hand, another clinical trial which mainly involved Caucasian patients revealed that the addition of bevacizumab to erlotinib provided neither PFS nor OS benefit compared to erlotinib treatment alone [13]. Aside from erlotinib, the combination of gefitinib and bevacizumab has also been explored in a small phase II study showing a manageable toxicity profile whereas the efficacy did not meet the pre-specified endpoint [14]. Given the inconsistent clinical trial results and the patient representation to clinical practice settings, data from large cohorts of real-world patients are necessary to supplement the knowledge of this combination approach.
The second-generation EGFR-TKI afatinib, with a higher potency and a broader spectrum of ErbB family suppression, has demonstrated a superior treatment efficacy than the first-generation EGFR-TKIs in both clinical trial and real-world settings, albeit at the expense of a higher toxicity profiles [1,15,16,17]. Many attempts have been made to investigate the combination of afatinib with bevacizumab for the first-line treatment of EGFR-mutated NSCLC. A manageable adverse event and a promising efficacy were observed in some early-phase clinical trials [18,19] and a satisfactory tolerability and treatment outcome were also reported in real-world patients [20]. Nevertheless, whether the combination of afatinib and bevacizumab presents a synergistic effect and, thus, outperforms the single-agent afatinib in a front-line setting, remains largely unknown.
In addition, blocking of VEGF pathway by bevacizumab or vandetanib has been demonstrated to be effective against mouse xenograft model harboring an EGFR T790M mutation [21,22] and a high effectiveness of erlotinib plus bevacizumab was also observed in EGFR-mutated NSCLC patients presenting a de novo T790M [23]. Nevertheless, findings from clinical trial showed that the development of acquired T790M after single-agent erlotinib or with anti-angiogenesis agent did not differ significantly [24,25]. Data regarding whether the acquired T790M rate differs between afatinib plus bevacizumab and afatinib monotherapy remains largely unavailable.
In the present study, a large cohort of real-world advanced NSCLC patients with EGFR mutation treated by first-line afatinib alone or with bevacizumab was retrospectively investigated. The patient characteristics, treatment outcome, and development of secondary T790M between the two groups were analyzed.

2. Methods

2.1. Patients and Treatment

We performed a retrospective analysis between January 2014 and December 2019, during which patients receiving afatinib treatment alone or afatinib plus bevacizumab as the first-line treatment of advanced NSCLC with non-resistant EGFR mutation were reviewed. All patients in the present study received a starting dose of 40 mg/day of afatinib and those who received the treatment less than one week were excluded. In patients who received a combination of afatinib and bevacizumab, the dose of bevacizumab was administered at 7.5 mg/kg every 3 weeks. Patients were excluded if the first dose of bevacizumab was given 3 weeks behind the first dose of afatinib treatment. The progression-free survival (PFS) was defined as the interval between the date of starting afatinib and the date of radiologically documented progression or death. The treatment response, including complete response (CR), partial response (PR), stable disease, and progressive disease, was evaluated according to the Response Evaluation Criteria in Solid Tumors (version 1.1). The study used data from the Chang Gung Research Database and the study protocol was approved by the Ethics Committee of Chang Gung Memorial Hospital.

2.2. Statistical Analysis

A Mann–Whitney test was used to determine the statistical significance of continuous variables between the two groups and Fisher exact test was used for evaluating the categorical variables. The Kaplan–Meier survival curve was analyzed using the R package survival, and the hazard ratio (HR) was analyzed using the Cox regression model. The propensity score-matched analysis was used to balance the clinical characteristics between the treatment groups. Briefly, the afatinib plus bevacizumab and afatinib alone groups served as the dependent variables and the covariates used included age, ECOG PS, stage, EGFR mutation subtypes, brain metastasis, liver metastasis, and type of EGFR-TKI administered. The pairs of afatinib plus bevacizumab and afatinib alone individuals with equivalent propensity scores were selected in a 1:3 manner using the R package MatchIt. All the reported p values were two sided, and a p < 0.05 was considered statistically significant. Data were also analyzed using SPSS (version 10.1; SPSS, Chicago, IL, USA).

3. Results

3.1. Baseline Patient Characteristics

A total of 405 patients were included, of which 367 (90.6%) patients received afatinib treatment alone and 38 (9.4%) patients received afatinib plus bevacizumab. Compared to afatinib alone group, patients who received a combination of bevacizumab were significantly younger (54.6 ± 10.9 vs. 63.9 ± 11.5; p < 0.001, Table 1). Patients of the combination group also exhibited a trend of lower rate of stage III disease (0 vs. 6.3%, p = 0.150, Table 1). The other clinical features including sex, smoking status, histology, EGFR mutation subtypes, and presence of brain and liver metastasis were similar between the two groups.

3.2. Efficacies of Bevacizumab in a Propensity Score-Matched Cohort

Propensity score matching was performed in a 1:3 fashion between the afatinib plus bevacizumab and the afatinib alone groups, where a propensity score-matched cohort of 152 patients was achieved in which the afatinib plus bevacizumab group consisted of 34 patients and the afatinib alone group involved 118 patients with balanced clinical characteristics (Table 2). The median follow-up duration was 23.5 months and 37.8 months in the afatinib plus bevacizumab and afatinib alone groups, respectively. Upon data analysis, 19 (55.9%) events of disease progression or death were noted in the afatinib plus bevacizumab group and 93 (78.8%) events were observed in the afatinib alone group. A non-significantly higher objective response was noted in patients who received afatinib plus bevacizumab treatment (82.4% vs. 67.8%; p = 0.133, Table 3). The metastatic brain lesions were evaluable for therapeutic response in 13 patients of afatinib plus bevacizumab group and in 33 patients of afatinib monotherapy group, respectively. The intracranial response and intracranial disease control rates were 38.5% and 100.0%, respectively, in the combination group and were 60.6% and 93.9%, respectively, in the single-agent afatinib group. The median PFS (16.1 vs. 15.0 months; log-rank test p = 0.500), risk reduction toward disease progression (HR 0.85 [95% CI, 0.52–1.40]; p = 0.528), and the 24-month PFS rate (40.9% [95% CI, 25.6% to 65.3%] vs. 32.2% [95% CI, 24.6% to 42.3%], Figure 1A) were similar between the combination and monotherapy groups. The median OS (32.1 vs. 42.0 months; log-rank test p = 0.700), risk reduction of death (HR 0.85 [95% CI, 0.42–1.74]; p = 0.660), and the 24-month OS rate (73.7% [95% CI, 57.3% to 94.7%] vs. 67.2% [95% CI, 59.1% to 76.5%], Figure 1B) also showed similar results between afatinib plus bevacizumab and afatinib treatment alone group. The post-progression treatments between the two groups were similar (Table 4).

3.3. Subgroup Analysis of the Progression-Free and Overall Survival

As PFS did not statistically differ between the afatinib plus bevacizumab and the afatinib alone groups, subgroup analyses of PFS were further explored. An add-on of bevacizumab in male patients (HR 0.56 [95% CI, 0.23–1.35]; p = 0.198), patients ≥ 65 years old (HR 0.51 [95% CI, 0.17–1.51]; p = 0.222), and patients who had liver metastasis (HR 0.57 [95% CI, 0.19–1.72]; p = 0.318, Figure 2) did not exhibit significant PFS improvement. Subgroup analyses of OS also demonstrated no additional benefit of bevacizumab in male patients (HR 0.58 [95% CI, 0.13–2.63]; p = 0.486), patients who had EGFR L858R mutation (HR 0.65 [95% CI, 0.19–2.17]; p = 0.485), and patients who showed absence of brain metastasis (HR 0.53 [95% CI, 0.16–1.75]; p = 0.296, Figure 3).

3.4. Development of Secondary EGFR T790M Mutation

Of the original cohort of 405 patients, 279 (68.9%) patients underwent disease progression at the time of data analysis. A total of 170 (42.0%) patients received tissue or liquid biopsies for the diagnosis of EGFR T790M mutation, of which 85 (50.0%) patients were diagnosed positive for T790M mutation. The T790M positive rate was similar between the afatinib plus bevacizumab and the afatinib alone groups (56.3% vs. 49.4%, Fisher’s exact p = 0.794). Clinical factors associated with T790M positivity were assessed by logistic regression. The univariate analysis demonstrated that male sex (OR 0.61 [95% CI, 0.33–1.13]; p = 0.122), EGFR L858R mutation (OR 0.62 [95% CI, 0.33–1.16]; p = 0.137), and EGFR uncommon mutation (OR 0.21 [95% CI, 0.03–0.94]; p = 0.063) were associated with a lower T790M-positive rate, whereas a PFS longer than 12 months (OR 2.40 [95% CI, 1.27–4.60]; p = 0.008) was associated with higher T790M positivity. In multivariate analysis, EGFR L858R mutation (OR 0.51 [95% CI, 0.26–0.97]; p = 0.044), EGFR uncommon mutation (OR 0.14 [95% CI, 0.02–0.64]; p = 0.021), and PFS longer than 12 months (OR 2.71 [95% CI, 1.39–5.41]; p = 0.004, Table 5) remained independent predictors of secondary T790M positivity.

4. Discussion

The present study provided clinical practice-based evidence of first-line afatinib plus bevacizumab treatment from a real-world cohort of Asian NSCLC patients with sensitizing-EGFR mutation. The efficacy of this combination demonstrated a trend of higher tumor response, whereas the PFS and OS were similar compared to the single-agent afatinib treatment. In the afatinib plus bevacizumab group, a similar secondary T790M rate was observed compared to the afatinib monotherapy group. In addition, the secondary T790M rate was significantly lower in EGFR L858R and uncommon mutation patients but significantly higher in those who experienced a PFS ≥ 12 months of the first-line treatment.
On the basis of real-world practice, we observed that the cohort of patient undergoing treatment of afatinib plus bevacizumab was different from that receiving afatinib monotherapy. Patients of the former cohort were much younger and presented a slightly higher frequency of brain metastasis; physician’s prescription of afatinib plus bevacizumab in real-world practice was largely clinical feature-driven. All these confounding factors have rendered a challenging situation to determine the therapeutic efficacy of bevacizumab add-on to afatinib. Nevertheless, with an appropriate propensity score matching, a balanced characteristic between afatinib plus bevacizumab and single-agent afatinib groups remained achievable to enable a direct outcome analysis.
Previous clinical trials involving Japanese EGFR-mutated NSCLC patients demonstrated an add-on of bevacizumab to erlotinib provided a prolonged PFS but not an OS benefit [10,11]. Recently, a similar PFS benefit in patients of EGFR mutation receiving bevacizumab and first-generation EGFR-TKI combination was reported in a real-world study by Tsai et al. [26]. In this study, OS benefit was also observed in the EGFR L858R mutation patients receiving bevacizumab and EGFR-TKI combination. In a recent study from an Italian NSCLC cohort involving both common and uncommon sensitizing EGFR mutations, a significant PFS benefit and a trend of improved OS toward bevacizumab plus erlotinib compared to erlotinib monotherapy groups were also noted [27]. In these erlotinib-based trials [10,27], smoking history did not seem to be a factor that impacted the magnitude of benefit of bevacizumab treatment. In the present analysis, an afatinib-based study, a lack of interaction of bevacizumab treatment with smoking status was similarly observed.
In contrary to patients receiving erlotinib-based treatment, our results suggested that patients who underwent afatinib-based treatment received no additional benefit from a bevacizumab add-on. This finding may be related to a higher tumor response by single-agent afatinib compared to the single-agent first-generation EGFR-TKI (73% vs. 56%) observed previously [1], where a deeper or more durable response may reduce the synergistic effect of anti-angiogenesis agents. On the other hand, the mechanism of action of the two therapies may have a certain overlap. Previous studies have revealed that neuregulin-dependent ErbB3 and ErbB4 signaling in cancer cells contributed to VEGF-mediated angiogenesis and anti-apoptosis [28,29,30,31]. Furthermore, non-cancerous stromal cell- or vascular endothelial cell-derived neuregulin also promoted angiogenesis and VEGF expression via ErbB3 and ErbB4 in an autocrine or paracrine manner [32,33]. Given that afatinib suppresses the activation of pan-ErbB family with high potency [34], the VEGF-driven pathobiology may be partly alleviated in tumor microenvironment and, thus, reduced the additional efficacy of VEGF-targeting agents.
In a previous animal model, treatment of bevacizumab has demonstrated activity to mice xenograft bearing EGFR T790M mutation [21]. In the BELIEF trial, patients of de novo T790M mutation identified by a sensitive peptide nucleic acid-clamping PCR assay also exhibited a prolonged PFS to erlotinib and bevacizumab combination [23]. These findings led to the hypothesis that an anti-angiogenesis agent and EGFR-TKI combination may contain the emergence of drug-resistant secondary T790M mutation. In the NEJ 026 study, the secondary T790M identified in erlotinib plus bevacizumab and single-agent erlotinib groups were 20.8% and 19.0%, respectively [24]. Another trail involving ramicirumab and erlotinib combination, the RELAY study, also showed similar T790M rates of 43% in the combination arm and of 47% in the single-agent erlotinib arm [25]. Interestingly, in a previous transgenic mouse model, a combination of afatinib and bevacizumab effectively suppressed tumor bearing EGFR 19 deletion/T790M and L858R/T790M mutations compared to treatment by either drug alone [35]. Nevertheless, in the present analysis, secondary T790M rates between the afatinib plus bevacizumab and the single-agent afatinib groups remain similar. Overall, whether the combination of afatinib and bevacizumab alters the development of secondary T790M requires further investigation.
The inherent limitation of the present study, firstly, is its retrospective nature. Secondly, heterogeneous clinical features were observed between the original afatinib plus bevacizumab and afatinib monotherapy groups. However, with the proper adjustment of propensity score matching, this heterogeneity is maximally moderated to enable a direct comparison. Thirdly, the recent administration of third-generation osimertinib monotherapy as well as the combination of osimertinib and bavaciumab also challenges the role of afatinib on the treatment of advanced EGFR-mutant NSCLC [36,37]. However, a recent Japanese real-world cohort of NSCLC patients demonstrated an improved OS of front-line afatinib compared to osimertinib treatment [38] and the true benefit of adding bevacizumab to front-line osimertinib remains largely unsettled based on some small early-phase trials [37].
In conclusion, this work presented a real-world cohort of NSCLC patients with EGFR mutation properly adjusted for clinical biases to compare the efficacy of afatinib plus bevacizumab and single-agent afatinib treatment. The result demonstrated that patients receiving bevacizumab combination had a similar survival outcome and secondary T790M incidence as those receiving afatinib monotherapy. Further investigation of clinical sub-cohort that benefits from bevacizumab treatment is warranted in afatinib-treated EGFR-mutant patients.

Author Contributions

C.-H.S.K. wrote and revised the manuscript; C.-H.S.K., C.-C.W. and C.-T.Y. were responsible for study conception and design; A.C.-C.H., J.-S.J., T.-H.C., P.-H.T. and C.-H.H. collected the data; C.-H.S.K., C.-C.W., H.-W.K., P.-C.H., Y.-F.F. and C.-T.Y. provided study materials and patients; C.-H.S.K. and Y.-K.G. analyzed and interpreted the data. All authors have read and agreed to the published version of the manuscript.

Funding

The study received funding support from the Chang Gung Medical Foundation CORPG3J0332; CORPG3J0333.

Institutional Review Board Statement

The study was performed in accordance with the ethical standards of the 1964 Declaration of Helsinki. The Ethics Committee of Chang Gung Memorial Hospital approved the study (No. 201801967B0) and granted permission for access to the Chang Gung Research Database.

Informed Consent Statement

The IRB approved the waiver of the informed consent form.

Data Availability Statement

The datasets generated and/or analysed in the current study are available from the corresponding author on reasonable request.

Acknowledgments

The authors are grateful for the contributions of research assistants Yen-Wen Wang and Yu-Chi Chiang to this study.

Conflicts of Interest

C.-H.S.K. received speaker honoraria from AstraZeneca, Boehringer Ingelheim, Roche, Pfizer, Eli Lilliy, Novartis, OnO Pharma, Chugai, Merck, and Guardant Health. C.-H.S.K. provided consultation for AstraZeneca, Boehringer Ingelheim, Eli Lilliy, Merck, Chugai, Takeda, and Novartis. None of the other authors have any conflict of interest to disclose.

References

  1. Paz-Ares, L.; Tan, E.-H.; O’Byrne, K.; Zhang, L.; Hirsh, V.; Boyer, M.; Yang, J.C.-H.; Mok, T.; Lee, K.H.; Lu, S.; et al. Afatinib versus gefitinib in patients with EGFR mutation-positive advanced non-small-cell lung cancer: Overall survival data from the phase IIb LUX-Lung 7 trial. Ann. Oncol. 2017, 28, 270–277. [Google Scholar] [CrossRef]
  2. Wu, Y.-L.; Cheng, Y.; Zhou, X.; Lee, K.H.; Nakagawa, K.; Niho, S.; Tsuji, F.; Linke, R.; Rosell, R.; Corral, J.; et al. Dacomitinib versus gefitinib as first-line treatment for patients with EGFR-mutation-positive non-small-cell lung cancer (ARCHER 1050): A randomised, open-label, phase 3 trial. Lancet Oncol. 2017, 18, 1454–1466. [Google Scholar] [CrossRef]
  3. Soria, J.-C.; Ohe, Y.; Vansteenkiste, J.; Reungwetwattana, T.; Chewaskulyong, B.; Lee, K.H.; Dechaphunkul, A.; Imamura, F.; Nogami, N.; Kurata, T.; et al. Osimertinib in Untreated EGFR-Mutated Advanced Non–Small-Cell Lung Cancer. N. Engl. J. Med. 2018, 378, 113–125. [Google Scholar] [CrossRef]
  4. Yang, Z.; Tam, K.Y. Combination Strategies Using EGFR-TKi in NSCLC Therapy: Learning from the Gap between Pre-Clinical Results and Clinical Outcomes. Int. J. Biol. Sci. 2018, 14, 204–216. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  5. Sharma, S.V.; Bell, D.W.; Settleman, J.; Haber, D.A. Epidermal growth factor receptor mutations in lung cancer. Nat. Rev. Cancer 2007, 7, 169–181. [Google Scholar] [CrossRef] [PubMed]
  6. Dickson, P.V.; Hamner, J.B.; Sims, T.L.; Fraga, C.H.; Ng, C.Y.; Rajasekeran, S.; Hagedorn, N.L.; McCarville, M.B.; Stewart, C.F.; Davidoff, A.M. Bevacizumab-Induced Transient Remodeling of the Vasculature in Neuroblastoma Xenografts Results in Improved Delivery and Efficacy of Systemically Administered Chemotherapy. Clin. Cancer Res. 2007, 13, 3942–3950. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  7. Wildiers, H.; Guetens, G.; De Boeck, G.; Verbeken, E.K.; Landuyt, B.; Landuyt, W.; A De Bruijn, E.; Van Oosterom, A.T. Effect of antivascular endothelial growth factor treatment on the intratumoral uptake of CPT-11. Br. J. Cancer 2003, 88, 1979–1986. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  8. O’Connor, J.P.; Carano, R.A.; Clamp, A.R.; Ross, J.; Ho, C.C.; Jackson, A.; Parker, G.J.; Rose, C.J.; Peale, F.V.; Friesenhahn, M.; et al. Quantifying Antivascular Effects of Monoclonal Antibodies to Vascular Endothelial Growth Factor: Insights from Imaging. Clin. Cancer Res. 2009, 15, 6674–6682. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  9. Larsen, A.K.; Ouaret, D.; El Ouadrani, K.; Petitprez, A. Targeting EGFR and VEGF(R) pathway cross-talk in tumor survival and angiogenesis. Pharmacol. Ther. 2011, 131, 80–90. [Google Scholar] [CrossRef]
  10. Saito, H.; Fukuhara, T.; Furuya, N.; Watanabe, K.; Sugawara, S.; Iwasawa, S.; Tsunezuka, Y.; Yamaguchi, O.; Okada, M.; Yoshimori, K.; et al. Erlotinib plus bevacizumab versus erlotinib alone in patients with EGFR-positive advanced non-squamous non-small-cell lung cancer (NEJ026): Interim analysis of an open-label, randomised, multicentre, phase 3 trial. Lancet Oncol. 2019, 20, 625–635. [Google Scholar] [CrossRef]
  11. Seto, T.; Kato, T.; Nishio, M.; Goto, K.; Atagi, S.; Hosomi, Y.; Yamamoto, N.; Hida, T.; Maemondo, M.; Nakagawa, K.; et al. Erlotinib alone or with bevacizumab as first-line therapy in patients with advanced non-squamous non-small-cell lung cancer harbouring EGFR mutations (JO25567): An open-label, randomised, multicentre, phase 2 study. Lancet Oncol. 2014, 15, 1236–1244. [Google Scholar] [CrossRef]
  12. Zhou, Q.; Wu, Y.L.; Cheng, Y.; Liu, Y.; Chen, G.; Cui, J.; Yang, N.; Song, Y.; Li, X.L.; Lu, S.; et al. 1480O-CTONG 1509: Phase III study of bevacizumab with or without erlotinib in untreated Chinese patients with advanced EGFR-mutated NSCLC. Ann. Oncol. 2019, 30, v603. [Google Scholar] [CrossRef]
  13. Stinchcombe, T.E.; Jänne, P.A.; Wang, X.; Bertino, E.M.; Weiss, J.; Bazhenova, L.; Gu, L.; Lau, C.; Paweletz, C.; Jaslowski, A.; et al. Effect of Erlotinib Plus Bevacizumab vs Erlotinib Alone on Progression-Free Survival in Patients With Advanced EGFR-Mutant Non-Small Cell Lung Cancer: A Phase 2 Randomized Clinical Trial. JAMA Oncol. 2019, 5, 1448–1455. [Google Scholar] [CrossRef] [PubMed]
  14. Ichihara, E.; Hotta, K.; Nogami, N.; Kuyama, S.; Kishino, D.; Fujii, M.; Kozuki, T.; Tabata, M.; Harada, D.; Chikamori, K.; et al. Phase II Trial of Gefitinib in Combination with Bevacizumab as First-Line Therapy for Advanced Non–Small Cell Lung Cancer with Activating EGFR Gene Mutations: The Okayama Lung Cancer Study Group Trial 1001. J. Thorac. Oncol. 2015, 10, 486–491. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  15. Ito, K.; Murotani, K.; Kubo, A.; Kunii, E.; Taniguchi, H.; Shindoh, J.; Asada, K.; Imaizumi, K.; Takahashi, K.; Karayama, M.; et al. Propensity score analysis of overall survival between first- and second-generation EGFR-TKIs using real-world data. Cancer Sci. 2020, 111, 3705–3713. [Google Scholar] [CrossRef]
  16. Pluzanski, A.; Krzakowski, M.; Kowalski, D.; Dziadziuszko, R. Real-world clinical outcomes of first-generation and second-generation epidermal growth factor receptor tyrosine kinase inhibitors in a large cohort of European non-small-cell lung cancer patients. ESMO Open 2020, 5, e001011. [Google Scholar] [CrossRef]
  17. Su, V.Y.-F.; Yang, K.-Y.; Huang, T.-Y.; Hsu, C.-C.; Chen, Y.-M.; Yen, J.-C.; Chou, Y.-C.; Chang, Y.-L.; He, C.-H. The efficacy of first-line tyrosine kinase inhibitors combined with co-medications in Asian patients with EGFR mutation non-small cell lung cancer. Sci. Rep. 2020, 10, 1–14. [Google Scholar] [CrossRef]
  18. Ko, R.; Shukuya, T.; Imamura, C.K.; Tokito, T.; Shimada, N.; Koyama, R.; Yamada, K.; Ishii, H.; Azuma, K.; Takahashi, K. Phase I study of afatinib plus bevacizumab in patients with advanced non-squamous non-small cell lung cancer harboring EGFR mutations. Transl. Lung Cancer Res. 2021, 10, 183–192. [Google Scholar] [CrossRef]
  19. Ninomiya, T.; Nogami, N.; Kozuki, T.; Harada, D.; Kubo, T.; Ohashi, K.; Ichihara, E.; Kuyama, S.; Kudo, K.; Bessho, A.; et al. Survival of chemo-naïve patients with EGFR mutation-positive advanced non-small cell lung cancer after treatment with afatinib and bevacizumab: Updates from the Okayama Lung Cancer Study Group Trial 1404. Jpn. J. Clin. Oncol. 2021, 51, 1269–1276. [Google Scholar] [CrossRef]
  20. Hsu, P.-C.; Huang, C.-Y.; Wang, C.-C.; Kuo, S.C.-H.; Chu, C.-H.; Tung, P.-H.; Huang, A.C.-C.; Wang, C.-L.; Chiu, L.-C.; Fang, Y.-F.; et al. The Combination of Afatinib and Bevacizumab in Untreated EGFR-Mutated Advanced Lung Adenocarcinoma: A Multicenter Observational Study. Pharmaceuticals 2020, 13, 331. [Google Scholar] [CrossRef]
  21. Naumov, G.N.; Nilsson, M.B.; Cascone, T.; Briggs, A.; Straume, O.; Akslen, L.A.; Lifshits, E.; Byers, L.A.; Xu, L.; Wu, H.-K.; et al. Combined Vascular Endothelial Growth Factor Receptor and Epidermal Growth Factor Receptor (EGFR) Blockade Inhibits Tumor Growth in Xenograft Models of EGFR Inhibitor Resistance. Clin. Cancer Res. 2009, 15, 3484–3494. [Google Scholar] [CrossRef] [Green Version]
  22. Ichihara, E.; Ohashi, K.; Takigawa, N.; Osawa, M.; Ogino, A.; Tanimoto, M.; Kiura, K. Effects of Vandetanib on Lung Adenocarcinoma Cells Harboring Epidermal Growth Factor Receptor T790M Mutation in vivo. Cancer Res. 2009, 69, 5091–5098. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  23. Rosell, R.; Dafni, U.; Felip, E.; Curioni-Fontecedro, A.; Gautschi, O.; Peters, S.; Massuti, B.; Palmero, R.; Aix, S.P.; Carcereny, E.; et al. Erlotinib and bevacizumab in patients with advanced non-small-cell lung cancer and activating EGFR mutations (BELIEF): An international, multicentre, single-arm, phase 2 trial. Lancet Respir. Med. 2017, 5, 435–444. [Google Scholar] [CrossRef]
  24. Fukuhara, T.; Saito, H.; Furuya, N.; Watanabe, K.; Sugawara, S.; Iwasawa, S.; Tsunezuka, Y.; Yamaguchi, O.; Okada, M.; Yoshimori, K.; et al. Evaluation of plasma EGFR mutation as an early predictor of response of erlotinib plus bevacizumab treatment in the NEJ026 study. EBioMedicine 2020, 57, 102861. [Google Scholar] [CrossRef] [PubMed]
  25. Nakagawa, K.; Garon, E.B.; Seto, T.; Nishio, M.; Aix, S.P.; Paz-Ares, L.; Chiu, C.-H.; Park, K.; Novello, S.; Nadal, E.; et al. Ramucirumab plus erlotinib in patients with untreated, EGFR-mutated, advanced non-small-cell lung cancer (RELAY): A randomised, double-blind, placebo-controlled, phase 3 trial. Lancet Oncol. 2019, 20, 1655–1669. [Google Scholar] [CrossRef] [Green Version]
  26. Tsai, J.S.; Su, P.L.; Yang, S.C.; Chang, C.C.; Lin, C.Y.; Yen, Y.T.; Tseng, Y.L.; Lai, W.W.; Lin, C.C.; Su, W.C. EGFR-TKI plus bevacizumab versus EGFR-TKI monotherapy for patients with EGFR muta-tion-positive advanced non-small cell lung cancer-A propensity score matching analysis. J. Formos. Med. Assoc. 2021, 120, 1729–1739. [Google Scholar] [CrossRef]
  27. Piccirillo, M.C.; Bonanno, L.; Garassino, M.C.C.; Dazzi, C.; Cavanna, L.; Esposito, G.; Burgio, M.A.; Rosetti, F.; Rizzato, S.; Arenare, L.; et al. Bevacizumab + erlotinib vs erlotinib alone as first-line treatment of pts with EGFR mutated advanced non squamous NSCLC: Final analysis of the multicenter, randomized, phase III BEVERLY trial. Ann. Oncol. 2021, 32 (Suppl. 5), S949–S1039. [Google Scholar]
  28. Bagheri-Yarmand, R.; Vadlamudi, R.K.; Wang, R.A.; Mendelsohn, J.; Kumar, R. Vascular endothelial growth factor up-regulation via p21-activated kinase-1 signaling regulates heregulin-beta1-mediated angiogenesis. J. Biol. Chem. 2000, 275, 39451–39457. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  29. Kumar, R.; Paul, A.M.; Amjesh, R.; George, B.; Pillai, M.R. Coordinated dysregulation of cancer progression by the HER family and p21-activated kinases. Cancer Metastasis Rev. 2020, 39, 583–601. [Google Scholar] [CrossRef]
  30. Mota, J.M.; Collier, K.A.; Costa, R.L.B.; Taxter, T.; Kalyan, A.; Leite, C.A.; Chae, Y.K.; Giles, F.J.; Carneiro, B.A. A comprehensive review of heregulins, HER3, and HER4 as potential therapeutic targets in cancer. Oncotarget 2017, 8, 89284–89306. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  31. Yen, L.; You, X.-L.; Al Moustafa, A.-E.; Batist, G.; E Hynes, N.; Mader, S.; Meloche, S.; A Alaoui-Jamali, M. Heregulin selectively upregulates vascular endothelial growth factor secretion in cancer cells and stimulates angiogenesis. Oncogene 2000, 19, 3460–3469. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  32. Russell, K.S.; Stern, D.F.; Polverini, P.J.; Bender, J.R. Neuregulin activation of ErbB receptors in vascular endothelium leads to angiogenesis. Am. J. Physiol. Content 1999, 277, H2205–H2211. [Google Scholar] [CrossRef] [PubMed]
  33. Iivanainen, E.; Heikkinen, S.M.; Junttila, T.T.; Klint, P.; Claesson-Welsh, L.; Cao, Y.; Elenius, K. Neuregulin-1 stimulates angiogenesis via paracrine up-regulation of VEGF-A expression. Cancer Res. 2005, 65 (Suppl. 9), 911. [Google Scholar]
  34. Agulnik, M.; Nelson, V.; Ziehr, J.; Johnson, M. Afatinib: Emerging next-generation tyrosine kinase inhibitor for NSCLC. OncoTargets Ther. 2013, 6, 135–143. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  35. Ninomiya, T.; Takigawa, N.; Ichihara, E.; Ochi, N.; Murakami, T.; Honda, Y.; Kubo, T.; Minami, D.; Kudo, K.; Tanimoto, M.; et al. Afatinib Prolongs Survival Compared with Gefitinib in an Epidermal Growth Factor Receptor-Driven Lung Cancer Model. Mol. Cancer Ther. 2013, 12, 589–597. [Google Scholar] [CrossRef] [Green Version]
  36. Ramalingam, S.S.; Vansteenkiste, J.; Planchard, D.; Cho, B.C.; Gray, J.E.; Ohe, Y.; Zhou, C.; Reungwetwattana, T.; Cheng, Y.; Chewaskulyong, B.; et al. Overall Survival with Osimertinib in Untreated, EGFR-Mutated Advanced NSCLC. N. Engl. J. Med. 2020, 382, 41–50. [Google Scholar] [CrossRef]
  37. Helena, A.Y.; Schoenfeld, A.J.; Makhnin, A.; Kim, R.; Rizvi, H.; Tsui, D.; Falcon, C.; Houck-Loomis, B.; Meng, F.; Yang, J.L.; et al. Effect of Osimertinib and Bevacizumab on Progression-Free Survival for Patients With Metastatic EGFR-Mutant Lung Cancers: A Phase 1/2 Single-Group Open-Label Trial. JAMA Oncol. 2020, 6, 1048–1054. [Google Scholar]
  38. Ito, K.; Morise, M.; Wakuda, K.; Hataji, O.; Shimokawaji, T.; Takahashi, K.; Furuya, N.; Takeyama, Y.; Goto, Y.; Abe, T.; et al. A multicenter cohort study of osimertinib compared with afatinib as first-line treatment for EGFR-mutated non-small-cell lung cancer from practical dataset: CJLSG1903. ESMO Open 2021, 6, 100115. [Google Scholar] [CrossRef]
Figure 1. Survival outcome of (A) PFS and (B) OS between the afatinib plus bevacizumab and the single-agent afatinib groups in the propensity score-matched cohort.
Figure 1. Survival outcome of (A) PFS and (B) OS between the afatinib plus bevacizumab and the single-agent afatinib groups in the propensity score-matched cohort.
Cancers 14 00316 g001
Figure 2. Subgroup analysis of PFS between the afatinib plus bevacizumab and the afatinib monotherapy groups.
Figure 2. Subgroup analysis of PFS between the afatinib plus bevacizumab and the afatinib monotherapy groups.
Cancers 14 00316 g002
Figure 3. Subgroup analysis of OS between the afatinib plus bevacizumab and the afatinib monotherapy groups.
Figure 3. Subgroup analysis of OS between the afatinib plus bevacizumab and the afatinib monotherapy groups.
Cancers 14 00316 g003
Table 1. Overall patient characteristics.
Table 1. Overall patient characteristics.
VarialblesTotal (%)
N = 405
Afatinib Plus Bevacizumab (%)
N = 38
Afatinib Alone (%)
N = 367
p Value
Age (mean ± SD) 54.6 ± 10.963.9 ± 11.5<0.001
Age ≥ 65180 (44.4)9 (23.7)171 (46.6)0.009
ECOGPS 0-1370 (91.4)36 (94.7)334 (91.0)0.760
Gender
Male161 (39.8)15 (39.5)146 (39.8)1.000
Current/ex-smoker83 (20.5)8 (21.1)75 (20.4)1.000
Histology
Adenocarcinoma399 (98.5)37 (97.4)362 (98.6)0.449
Others6 (1.5)1 (2.6)5 (1.4)
EGFR mutation
L858R185 (45.7)19 (50.0)166 (45.2)0.887
19deletion196 (48.4)17 (44.7)179 (48.8)
Uncommon24 (5.9)2 (5.3)22 (6.0)
Disease Stage
III23 (5.7)023 (6.3)0.150
IV382 (94.3)38 (100.0)344 (93.7)
Site of Metastasis
Brain121 (29.9)14 (36.8)107 (29.2)0.354
Liver50 (12.3)6 (15.8)44 (12.0)0.445
Table 2. Propensity score-matched cohort.
Table 2. Propensity score-matched cohort.
VarialblesTotal (%)
N = 152
Afatinib and Bevacizumab Combination
(%) N = 34
Afatinib Alone (%)
N = 118
p Value
Age (mean ± SD) 56.0 ± 10.858.0 ± 9.20.341
Age ≥ 6535 (23.0)9 (26.5)26 (22.0)0.645
ECOG PS 0-1140 (92.1)32 (94.1)108 (91.5)1.000
Gender
Male58 (38.2)14 (41.2)44 (37.3)0.693
Current/ex-smoker35 (23.0)7 (20.6)28 (23.7)0.819
Histology
Adenocarcinoma150 (98.7)33 (97.1)117 (99.2)0.399
Others2 (1.3)1 (2.9)1 (0.8)
EGFR mutation
L858R74 (48.7)16 (47.1)58 (49.2)0.952
19deletion68 (44.7)16 (47.1)52 (44.1)
Uncommon10 (6.6)2 (5.8)8 (6.7)
Disease Stage
IV152 (100.0)34 (100.0)118 (100.0)1.000
Site of Metastasis
Brain54 (35.5)13 (38.2)41 (34.7)0.839
Liver25 (16.4)6 (17.6)19 (16.1)0.798
Afatinib dose reduction51 (33.6)12 (35.3)39 (33.1)0.838
Table 3. Objective response in the propensity score-matched cohort.
Table 3. Objective response in the propensity score-matched cohort.
Variables, n (%)Afatinib Plus Bevacizumab
N = 34
Afatinib Alone
N = 118
Response
No. of patients2880
% (95% CI)82.4 (65.4–93.2)67.8 (58.6–76.1)
Complete response—No. (%)02 (1.7)
Partial response—No. (%)28 (82.4)78 (66.1)
Stable disease—No. (%)4 (11.8)25 (21.2)
Progression disease—No. (%)2 (5.8)13 (11.0)
Median duration of response—month (95% CI)22.2 (13.0–not reach)17.8 (15.7–24.3)
Table 4. Post-progression treatment.
Table 4. Post-progression treatment.
Treatments, n (%)Afatinib Plus Bevacizumab
N = 34
Afatinib Alone
N = 118
Third-generation EGFR-TKI12 (35.3)33 (28.0)
Chemotherapy9 (26.5)38 (32.2)
Immune checkpoint inhibitor2 (5.9)6 (5.1)
Other TKIs3 (8.8)16 (13.6)
Table 5. Factors associated with T790M positivity.
Table 5. Factors associated with T790M positivity.
VariablesUnivariate AnalysisMutivariate Analysis
Odd Ratio (95% C.I.)p-ValueOdd Ratio (95% C.I.)p-Value
Age ≥ 650.95 (0.51–1.77)0.874----
Male0.62 (0.33–1.13)0.1220.59 (0.31–1.13)0.111
ECOG PS 0-11.00 (0.27–3.72)1.000----
Current/ex-smoker0.60 (0.29–1.21)0.157----
EGFR L858R mutation0.62 (0.33–1.16)0.1370.51 (0.26–0.97)0.044
EGFR uncommon
mutation
0.21 (0.03–0.94)0.0630.14 (0.02–0.64)0.021
Brain metastasis1.02 (0.52–1.96)0.959----
Liver metastasis0.90 (0.35–2.25)0.816----
PFS ≥ 12 months2.40 (1.27–4.60)0.0082.71 (1.39–5.41)0.004
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Kuo, C.-H.S.; Chiu, T.-H.; Tung, P.-H.; Huang, C.-H.; Ju, J.-S.; Huang, A.C.-C.; Wang, C.-C.; Ko, H.-W.; Hsu, P.-C.; Fang, Y.-F.; et al. Afatinib Treatment Alone or with Bevacizumab in a Real-World Cohort of Non-Small Cell Lung Cancer Patients with Epidermal Growth Factor Receptor Mutation. Cancers 2022, 14, 316. https://doi.org/10.3390/cancers14020316

AMA Style

Kuo C-HS, Chiu T-H, Tung P-H, Huang C-H, Ju J-S, Huang AC-C, Wang C-C, Ko H-W, Hsu P-C, Fang Y-F, et al. Afatinib Treatment Alone or with Bevacizumab in a Real-World Cohort of Non-Small Cell Lung Cancer Patients with Epidermal Growth Factor Receptor Mutation. Cancers. 2022; 14(2):316. https://doi.org/10.3390/cancers14020316

Chicago/Turabian Style

Kuo, Chih-Hsi Scott, Tzu-Hsuan Chiu, Pi-Hung Tung, Chi-Hsien Huang, Jia-Shiuan Ju, Allen Chung-Cheng Huang, Chin-Chou Wang, Ho-Wen Ko, Ping-Chih Hsu, Yueh-Fu Fang, and et al. 2022. "Afatinib Treatment Alone or with Bevacizumab in a Real-World Cohort of Non-Small Cell Lung Cancer Patients with Epidermal Growth Factor Receptor Mutation" Cancers 14, no. 2: 316. https://doi.org/10.3390/cancers14020316

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop