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Research ArticleExperimental Studies
Open Access

Atezolizumab Retains Cellular Binding to Programmed Death Ligand 1 Following Aerosolization via Mesh Nebulizer

GINTARAS ZALESKIS, MARTYNAS TALAIKIS, DAINIUS CHARACIEJUS, VINCAS URBONAS, PAULIUS BOSAS, ADAS DARINSKAS, LAVIJA ZIBUTYTE, LUKAS SIMKUS, ZILVINAS SURVILA, JURGITA JURSENAITE and MARGARITA ZVIRBLE
Anticancer Research March 2023, 43 (3) 1065-1072; DOI: https://doi.org/10.21873/anticanres.16251
GINTARAS ZALESKIS
1Department of Immunology, State Research Institute Centre for Innovative Medicine, Vilnius, Lithuania;
2Laboratory of Immunology, National Cancer Institute of Lithuania, Vilnius, Lithuania;
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  • For correspondence: gintaras.zaleskis@nvi.lt
MARTYNAS TALAIKIS
3Center for Physical Sciences and Technology, FTMC, Vilnius University, Vilnius, Lithuania;
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DAINIUS CHARACIEJUS
1Department of Immunology, State Research Institute Centre for Innovative Medicine, Vilnius, Lithuania;
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VINCAS URBONAS
4Laboratory of Clinical Oncology, National Cancer Institute of Lithuania, Vilnius, Lithuania;
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PAULIUS BOSAS
1Department of Immunology, State Research Institute Centre for Innovative Medicine, Vilnius, Lithuania;
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ADAS DARINSKAS
2Laboratory of Immunology, National Cancer Institute of Lithuania, Vilnius, Lithuania;
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LAVIJA ZIBUTYTE
1Department of Immunology, State Research Institute Centre for Innovative Medicine, Vilnius, Lithuania;
5Faculty of Medicine, Vilnius University, Vilnius, Lithuania;
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LUKAS SIMKUS
1Department of Immunology, State Research Institute Centre for Innovative Medicine, Vilnius, Lithuania;
6Institute of Biosciences, Life Sciences Center, Vilnius University, Vilnius, Lithuania
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ZILVINAS SURVILA
1Department of Immunology, State Research Institute Centre for Innovative Medicine, Vilnius, Lithuania;
6Institute of Biosciences, Life Sciences Center, Vilnius University, Vilnius, Lithuania
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JURGITA JURSENAITE
1Department of Immunology, State Research Institute Centre for Innovative Medicine, Vilnius, Lithuania;
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MARGARITA ZVIRBLE
2Laboratory of Immunology, National Cancer Institute of Lithuania, Vilnius, Lithuania;
6Institute of Biosciences, Life Sciences Center, Vilnius University, Vilnius, Lithuania
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Abstract

Background/Aim: Cytotoxic inhalable drugs were shown to be advantageous in treating malignancies of the respiratory tract. However, these drugs have not always presented a safe profile and were reported to induce local adverse events. Protein-based anticancer drugs, such as immune checkpoint and vascular endothelial growth factor inhibitors, do not induce tissue injury, nor do they exhibit vesicant properties upon direct contact with tissues. Protein drugs are susceptible to the heat and stress encountered during droplet generation for delivery by nebulization. The aim of this study was to investigate the capacity of atezolizumab, an antibody to programmed death ligand 1, to bind target cells after nebulization with a vibrating mesh (VM) nebulizer. Materials and Methods: We compared Fourier-transformed infrared (FTIR) and Raman spectra of native atezolizumab (60 mg/ml) and its nebulized form following 10-min nebulization in a piezoceramic VM nebulizer. The binding of atezolizumab to DU-145 prostate cancer cells was evaluated using competitive blocking of anti-CD274 staining. Results: Nebulization did not induce Raman or FTIR spectral modification nor did it affect the binding capacity of atezolizumab. Conversely, heat-inactivated atezolizumab lost its cell-binding capacity and did not reduce anti-CD274 immunostaining. Native and nebulized atezolizumab displayed identical spectra, whereas the FTIR spectra of the heat-inactivated drug was significantly altered. Conclusion: VM nebulization does not obliterate the functionality of the drug atezolizumab. The integrity of a nebulized form can be rapidly assessed by FTIR and Raman spectrometry.

Key Words:
  • Atezolizumab
  • Immune checkpoint inhibitors
  • anti-PD-L1
  • pembrolizumab
  • bevacizumab
  • inhalation therapy

Inhalation, or pulmonary drug delivery, is an advantageous route of administration to treat pulmonary diseases and some systemic disorders. It has become the main route of administration of treatment for asthma, chronic obstructive pulmonary disease, pulmonary hypertension, and cystic fibrosis (1). The inhaled drug allows a lower dose to have a rapid onset and to have the same effect as a higher dose delivered by systemic routes (2).

The rate and effectiveness of inhaled drug accumulated in the lungs, blood, and brain are well documented in tracking of radiolabeled nicotine by positron-emission tomography following a few puffs of conventional or e-cigarette smoke (3, 4). Under typical smoking conditions, brain 11C-nicotine accumulation was found to begin approximately 7-15 s after the radioactivity was detected in the oral cavity (3). An inhaled dose of nicotine might require 3 to 5 min to reach maximal values. However, it is obvious that the inhalation route sometimes works as fast and as effectively as intra-arterial injection and can even bypass the blood–brain barrier (5). The advantages of inhalation therapy were effectively explored in the commercialization of inhalable insulin (Afrezza® and Exubera®). Inhalable insulin is as active as the injectable formulation and exerts hypoglycemic effects faster. Research to improve formulations of inhalable insulin is still ongoing (6). Another interesting application of intranasal insulin is the capability to elicit certain effects in cases of Alzheimer’s disease, mild cognitive impairment, or dementia (7, 8).

The possibility to deliver inhalable protein or peptide drugs to the lungs and to the brain (including brain tumors) was recently reviewed (5). Nose-to-brain delivery is a non-invasive method that enables drug delivery to the central nervous system (CNS), bypassing the blood–brain barrier through the only point that directly connects the CNS with the external environment (5). By this route, drugs can rapidly access the CNS following a ‘shortcut’ from the nose to the brain, directly utilizing trigeminal or olfactory nerves located in the upper part of the nasal cavity.

Nebulized inhalable anticancer drugs have been used in several clinical trials (9-11). The cytotoxic drugs tested in these clinical trials have been 5-fluorouracil, 9-nitrocamptothecin, cisplatin, doxorubicin, gemcitabine, and carboplatin (2). These drugs have not always presented a safe profile where the most severe toxicities have been related to the pulmonary tract. This first-pass toxicity is quite expected since extravasation of these drugs is known to cause severe tissue damage, sometimes resulting in long-term injury around the site of extravasation (12). Extravasation injury and inhaled drug-induced tissue toxicity to the nasopharyngeal and bronchial area might be comparable. Extravasation injuries can be extremely complicated with local recycling of absorbed drug, multiple surgical interventions, and even amputations in pediatric patients (13). At least in theory, upon direct contact with tissues, inhaled protein should not result in vesicant injury as compared to cytotoxic compounds. Cytotoxic inhalable drugs were however shown to induce pulmonary toxicities e.g. grade 4 respiratory distress/dyspnea and chemical pharyngeal mucositis.

Therefore protein-based anticancer drugs such as immune checkpoint inhibitors (ICI) (14) and vascular endothelial growth factor inhibitors (11) are expected to be the most appealing candidates for use in inhalation therapy. Interestingly, extravasation of ICI anticancer drugs does not result in local tissue damage. For instance, pembrolizumab extravasation caused no local irritation or tissue damage, and it was handled with observation only, resulting in complete resolution (15). Furthermore, new compositions of subcutaneous injectable drugs of anticancer proteins are being extensively investigated (16-18). Thus, recent results from a phase III study assessing atezolizumab, an antibody to programmed death ligand 1 (PD-L1) as a subcutaneous formulation were announced (16). The results show the formulation met its primary endpoints and demonstrated non-inferior levels of atezolizumab in the blood when it was injected subcutaneously. This clinical trial indirectly demonstrates that inhalable atezolizumab should not cause pharyngeal or pulmonary vesicant toxicities which accompany inhalable formulations of cytotoxic drugs. A known problem in the delivery of protein drugs by nebulization is their susceptibility to the heat and stress encountered during the droplet-generation procedure (19). Protein drugs can undergo degradation, inactivation, adsorption, unfolding, and aggregation due to the large air–liquid interface in the micron-sized droplets (20).

In this study, we examined if vibrating mesh (VM) nebulized forms of three anticancer protein drugs, namely atezolizumab, pembrolizumab, and bevacizumab, differ from their native forms as defined by Fourier-transformed infrared spectroscopy (FTIR) and Raman spectra.

Materials and Methods

Atezolizumab (Tecentriq®; Roche, Basel, Switzerland) is a humanized, non-glycated IgG1 monoclonal antibody, with a molecular weight of 145 kDa at a concentration of 60 g/l. Excipients are histidine, glacial acetic acid, sucrose, and polysorbate 20. Pembrolizumab (Keytruda®; Merck Sharp & Dohme, Rahway, NJ, USA,) is a humanized monoclonal antibody to programmed cell death protein 1 (PD1) (IgG4/kappa isotype with a stabilizing sequence alteration in the Fc region) with a molecular weight of 149 kDa at 25 mg/ml. Excipients include L-histidine, L-histidine hydrochloride monohydrate, Sucrose, and polysorbate 80. Bevacizumab (Avastin®; Roche) is a humanized recombinant monoclonal antibody with a molecular weight of 149 kDa at a concentration of 25 g/l. Excipients are trehalose dehydrate, sodium phosphate, and polysorbate 20.

Nebulization and thermal inactivation. Nebulization was performed with the help of Air Pro (Evolu, Forans International AG, Baar, Switzerland) VM nebulizer. This procedure is driven by oscillations (110+10 kHz) of piezoelectric ceramic which forces the liquid through 3 μm holes in metal mesh. The mass median aerodynamic diameter of produced aerosol at these conditions was 2.5 μm +30%. The fine particle fraction was 83.13% under these conditions. After opening the vial, each drug was placed into the reservoir of the device, and nebulization for 10 min at 20°C was performed. One milliliter of nebulized mist was concentrated into liquid condensate and collected into 5 ml tubes. Temperature inactivation of each drug was performed by placing drug vials into a water bath at 85oC for 60 min. Nebulized and inactivated drugs were kept for 2 h at room temperature before testing for vibrational spectrometry and target cell binding.

FTIR and Raman spectroscopy. Infrared absorption spectra were collected using Bruker Alpha FTIR spectrometer (Bruker, Ettlingen, Germany) equipped with a room-temperature deuterated triglycine sulfate detector. Drug samples (10 μl) were placed between CaF2 windows and measured in transmission mode with a resolution of 4 cm−1 and 100 interferogram scans. The final spectra were obtained by subtracting the FTIR transmission spectrum of ultrapure water from the drug spectra. Spectral acquisition and manipulation were carried out using OPUS software version 7.5 (Bruker). Raman spectra of drugs were obtained using a HyperFlux PRO Plus spectrometer (Tornado Spectral Systems, Mississauga, ON, Canada) at 785 nm excitation equipped with fiber-optic cable to excite and collet Raman signals. Laser power was restricted to 100 mW and the Raman-probing took place in a 1-ml quartz cell. The overall accumulation time was between 150 and 1290 s for different samples. Raman spectra of water and the quartz cell were subtracted from the drug spectra. A polystyrene standard (ASTM E 1840) was used to confirm the calibration of the wavenumber axis.

Cell culture and flow cytometry. Human prostate cancer cell line DU-145 was obtained from American Type Culture Collection (Froceth, Vilnius, Lithuania). Cells were cultured with RPMI-1640 medium supplemented with 10% fetal calf serum, 1% penicillin, and streptomycin. DU-145 cell lines were grown in a monolayer under standard culture conditions with 5% CO2 in an incubator at 37°C. For atezolizumab-binding experiments, cells were plated at a density of ~5,000/cm2 into 100 cm2 tissue culture dishes and allowed to adhere for 24 h. After 24 h, cell cultures were trypsinized, then suspensions were adjusted to 106 cell/ml and treated with atezolizumab (Tecentriq®; Roche), prepared in three different forms: a) Native, taken directly from the vial; b) nebulized; and c) heat-inactivated. Each of the three forms was tested in DU-145 cell-binding assays for 30-min incubation at 37°C at the following concentrations: 0.001, 0.05, 0.1, 0.25, 0.5, 1.0, and 2.0 μg/ml. Phosphate-buffered solution was used as a control. Following exposure cells, were washed twice in ice-cold phosphate-buffered solution. Cells were stained with fluorescein isothiocyanate-labeled mouse anti-human PD-L1 (CD274, clone MIH 1, 12-5983-41; Biosciences, San Diego, CA, USA). Antibodies were diluted 1:200 and staining were performed in fluorescence-activated sorting buffer for 15 min at room temperature. The same procedure was performed using isotype control antibodies (fluorescein isothiocyanate-labeled mouse IgG1 kappa; Biosciences). Cells were analyzed using a BD FACS LRDIII (Becton Dickinson, Franklin Lakes, NJ, USA) and FlowJo 10.8.1 software (Tree Star, Ashland, OR, USA).

Statistical analysis. The statistical tests were performed using STATISTICA 12.0 (TIBCO Software Inc., Palo Alto, CA, USA). All the results are presented as means and standard error. Significance was considered at values of p<0.05.

Results

The nebulized drugs were easily condensed at room temperature into the collecting tube without any visible color, liquid turbidity, or viscosity change. Conversely, the heat-inactivation procedure resulted in visible coagulation and gel-like conversion of drugs. This form of drug was not further tested in target cell-binding assays since water solubility was not sufficient to compare the results with the nebulized form. Heat inactivation is also considered one of the causes of VM nebulizer-induced protein damage, and we detected significantly different FTIR spectra for heat-inactivated and nebulized drug forms (Figure 1). FTIR spectral analysis revealed that nebulization did not modify protein molecules compared to the native form. Conversely, heat inactivation significantly shifted the spectra compared to the intact and nebulized forms. To further investigate whether there were in fact any VM-induced protein molecule transformations, we performed Raman spectral analysis of all three drugs before and after nebulization (Figure 2). The effect of nebulization is shown as the line resulting from the subtraction of the spectra of the nebulized form of the drugs from the native forms. These isolines indicate the absence of molecular transformation or protein damage following the nebulization procedure. The only small effect was seen for atezolizumab (Figure 2C) at approximately 1200-1600 wavenumber/cm−1.

Figure 1.
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Figure 1.

Fourier-transform infrared absorbance of native, nebulized, and heat-inactivated atezolizumab (A), pembrolizumab (B) and bevacizumab (C).

Figure 2.
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Figure 2.

Raman spectroscopy of pembrolizumab (A), bevacizumab (B) and atezolizumab (C). Nebulization did not significantly affect the Raman intensity of these drugs.

To test whether this change might indicate a loss of functional integrity, we explored competitive binding to cells using a PD-L1 assay. The prostate cancer cell line DU-145 exhibits characteristic spontaneous PD-L1 expression, which was detectable by fluorescence shift of stained cells as compared to the isotype control. The anti-CD274 staining intensity of DU-145 cells was modified by their preincubation with the native anti-PD-L1 drug atezolizumab (Figure 3). The concentration-depended inhibition of CD274 fluorescence was seen after preincubation of DU-145 cells with atezolizumab (Figure 3A). Testing native and nebulized atezolizumab revealed that nebulization did not result in any modification of PD-L1 binding (Figure 3B and C). A representative mean fluorescence intensity for the isotype control was 1,037 a.u., and for anti-PD-L1 staining was 3,135 a.u. Preincubation with 2 μg/ml of native atezolizumab in this sample reduced mean fluorescence intensity of anti-PD-l1 staining to 814 a.u., whereas 2 μg/ml of nebulized atezolizumab resulted in almost identical inhibition of PD-L1 staining, with a value of 822 a.u. Similarly, a low concentration (0.05 μg/ml) of native and of nebulized atezolizumab correspondingly resulted in intensities of 2,169 a.u. and 2,098 a.u. Tests were repeated at least three times with each concentration of nebulized or native atezolizumab, and differences in inhibition of PD-L1 staining were not significant. The VM nebulization of atezolizumab did not affect the target tumor cell-binding capacity at the range of concentrations tested.

Figure 3.
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Figure 3.

Flow cytometry of PD-L1 staining (CD274) of DU-145 cells following their incubation with atezolizumab. A: Mean fluorescence intensity (MFI) by flow cytometry of PD-L1 staining (CD274) of DU-145 cells after incubation with different concentrations of native atezolizumab. B: A representative example comparing CD274 blockade with 2 μg/ml atezolizumab as the native or nebulized form. C: CD274 blockade following the addition of the lowest dose of atezolizumab tested (0.05 μg/ml) in its native and nebulized forms.

FTIR and Raman spectral integrity of the other two anticancer drugs, pembrolizumab and bevacizumab, was also retained following VM nebulization

Discussion

We explored FTIR and Raman spectrometry to obtain data on the potential inactivation of atezolizumab, pembrolizumab, and bevacizumab following VM nebulization or forced thermal degradation.

FTIR and Raman spectroscopy are techniques used to authenticate the chemical structure of a material and reveal various parameters, namely identity, polymorphism, type of impurity, drug counterfeit (21), and drug stability (22). A molecule or material in a pharmaceutical product can be identified by a unique vibrational spectrum which provides a distinct chemical fingerprint for the molecule or material under investigation. Raman spectrometry and FTIR can be implemented during pharmaceutical development, in production for process monitoring, and in quality control. An attractive advantage to these techniques is that samples do not have to be extracted or prepared, and the analysis is non-destructive.

All three drugs tested are monoclonal antibodies. We used commercial products in their original packaging and concentrations formulated for the intravenous route of administration, assuming that this would be the most straightforward to apply in experiments and clinical trials in the future. These antibody isotypes of these drugs are known to be relatively thermostable – IgG1 and IgG4 (23). However, overheating is not the only destructive factor involved in the process of nebulization. We chose the VM-type nebulizer to produce an inhalable drug form. VM nebulizers are rapidly becoming the first choice for achieving medication efficiency in the development of new nebulized pharmaceutical drugs (24). The higher nebulization rate of VM nebulizers, and their reproducibility over other types, e.g., jet and ultrasonic nebulizers, were also reported (25, 26). VM nebulizers can prevent aerosol recirculation and maintain consistent drug concentrations during the procedure (27, 28). Finally, VM nebulizers are handy, easy to use, and pocket size. The specific design of VM nebulizers reduces reservoir heating and likely eliminates thermal degradation of the protein during the operation (29). The manufacturer of the VM nebulizer we used claims the temperature at the mesh is less than 40°C. Considering the future development of inhalable proteins, there are additional ways to protect protein during VM nebulization: e.g. by making a gelatin-modified RBD-62 formulation (30).

Dégardin K et al. reported Raman spectrometry to be remarkably effective in performing reliable and fast analysis of counterfeit medicines (21). The method was effective in identifying generics, counterfeits, and placebos – all compounds which exhibit minuscule differences compared to their genuine counterparts. We hypothesized that a similar approach can be used in screening protein drugs for their ability to retain (or lose) functionality following nebulization. Currently, only one protein drug – nebulized DNAse (dornase alfa) is approved by the US Food and Drug Administration for aerosolized use as a mucolytic to treat pulmonary disease (the major cause of morbidity and mortality) in cystic fibrosis (31). It reduces the viscosity of mucus in the lungs, promoting improved clearance of secretions. The reduction of viscosity is due to a decrease in the length of DNA derived from human neutrophils, which infiltrate the airways to eliminate pathogenic bacteria. The trials showed that dornase alfa is well tolerated, significantly improves lung function, and reduces the risk of pulmonary exacerbation (31). Evaluation of dornase alfa aerosols produced by various nebulizers, including VM nebulizers, showed no overall loss of enzymatic activity or protein content and no increase in aggregation or degradation (1).

Following the success of dornase alpha, it seems that the idea of inhaled immunotherapy to treat pulmonary cancer is quite feasible (14). Interestingly, this concept was raised by a group of investigators who previously demonstrated skill and extensive knowledge in the field of inhalation therapy using conventional cytotoxic anticancer drugs (9-11). Exploring monoclonal antibodies designed to interact with the PD-1/PD-L1 axis can have several important implications.

Firstly, this treatment can not only trigger immune responses at the point of drug-binding sites (at the tumor–immune cell locations) but can also accelerate systemic reactions eliciting general immune recognition and memory mechanisms. This effect was demonstrated via local injection of ICI drugs to patients with melanoma (32). Furthermore, we assume that inhalation of ICIs makes the tumor become ‘visible’ to the immune system, and consequently the tumor tissue can be reached though routes other than vascularization. Some regions of tumors are poorly vascularized, which renders them hypoxic (33). A hypoxic environment favors invasive and resistant cancer cells responsible for tumor tissue repopulation (33, 34). Moreover, as these regions are more distant from blood vessels, the cells are exposed to a lower drug concentration from systemic routes (35). Drug deposited into the lung via inhalation is mainly absorbed into the local bloodstream and can also be drained by the lymphatic system, as was demonstrated for nebulized cisplatin (9). Therefore, lung-deposited drugs can follow the same routes of spread as potential invasive cancer cells from a solid lung tumor (i.e., micrometastases).

Finally, another class of protein drugs, antiangiogenic compounds, can be applied in nebulized form in combination with ICIs. Bevacizumab was one of the drugs extensively investigated in non-small cell lung cancer trials in combination with other drugs. The combination of atezolizumab and bevacizumab as a first-line therapy for the intravenous route (36) clearly demonstrates that protein drugs can play a significant role in daily clinical practice – the therapeutic niche which was formally attributed to cytotoxic compounds. The tissue-sparing effect of protein drugs (including preservation of intratumoral immune cells) offers an outstanding opportunity to explore them in locoregional, intra-arterial, and inhalation therapies.

Recent trials of subcutaneous formulations of trastuzumab (18), rituximab (17), and atezolizumab (16) have shown that patients and healthcare providers favored subcutaneous injections at home for the treatment of malignancies. We can envisage a time when inhalable protein formulations might also be safely used at home. Here, we explored FTIR and Raman spectrometry as a rapid test to screen the quality and functional integrity of inhalable formulations of protein drugs. The idea of applying Raman spectroscopy and FTIR to the analysis of pharmaceutical aerosols, including dry-powder inhalable particles, was suggested by Mansour et al. (37). Interestingly, FTIR spectrometry has already been applied for the characterization of inhalable paclitaxel designed to treat lung cancer (38). The concept of applying Raman spectroscopy to the quality control of protein drugs (including bevacizumab and atezolizumab) through a perfusion bag wall appeared to be a rapid and precise technique applicable to centralized hospital workflow (39). FTIR and Raman spectroscopy are non-invasive and non-destructive techniques delivering molecular fingerprints and drug concentrations. Here we suggest the use of this rapid and cost-effective technique in the preparation of personalized inhalable anticancer protein aerosols. Interestingly, anti-PD-L1 molecules (analogous to human atezolizumab) assembled into chitosan nanoparticles were shown to significantly inhibit lung metastases in mouse models when used as an inhalation therapy (40). Aerosolized delivery may also offer great opportunities in gene therapy (41). Furthermore, the cost-effectiveness of life-years saved by localized therapies, such as inhalation therapy, should not be underestimated. For instance, bevacizumab and other anti-vascular endothelial growth factor drugs are being routinely used in oncology as well as in ophthalmology (wet macular degeneration). Comparing ophthalmological and oncological guidelines reveals that local intravitreal injection requires roughly 1,000 times a lower dose per individual. For example, the recommended intravitreal dose of bevacizumab is 0.63-2.5 mg per person per month, whereas the commercial bevacizumab drug information leaflets recommend 15 mg/kg of the drug per 3 weeks in patients with non-small cell lung cancer. This results in 1,050 mg of a drug per 70 kg person per 3 weeks. This high systemic dose results in a potentially high enough drug concentration in the vicinity of retinal cells but ophthalmologists prefer localized injection. Yet not only biomedical but also economic issues of protein drugs matter. The benefits of systemic ICI treatment were clearly revealed in a ‘financial toxicity’ study by Giuliani and Bonetti in which they combined pharmacological costs with measures of efficacy (42). The advantages of inhalable nebulized ICI and anti-vascular endothelial growth factor proteins have not yet been explored in clinical trials. These advantages include not only the realization of higher drug doses at the sites of tumorous lesions but also significantly reduced treatment cost (inhalation offers a reduction of total dose), ease of administration, stable pharmacokinetics due to multiple daily drug applications, possibly daily home use, and better patient compliance.

Conclusion

The results of the present study demonstrate that VM nebulization does not affect the functionality of the anti-PD-L1 drug atezolizumab and the integrity of a nebulized format can be rapidly assessed by FTIR and Raman spectrometry.

Acknowledgements

The Authors would like to thank Mrs. Nijole Matuseviciene for her assistance with cell culturing and cryopreservation.

Footnotes

  • Authors’ Contributions

    GZ, DCh and VU participated in the study design, and drafted the article. MT performed and interpreted vibrational spectrometry results. PB, AD, LS and JJ designed the experiment and participated in nebulization, drug mist collection, and heat-inactivation procedures. LZ, ZS, JJ and MZ carried out cell culture treatments and flow cytometry. LZ and ZS performed the statistical analyses. All Authors read and approved the final article.

  • Conflicts of Interest

    The Authors declare that they have no competing interests in relation to this study.

  • Funding

    This project was funded by the Research Council of Lithuania (LMTLT), agreement No. S-MIP-22-4.

  • Received December 29, 2022.
  • Revision received January 15, 2023.
  • Accepted January 24, 2023.
  • Copyright © 2023 International Institute of Anticancer Research (Dr. George J. Delinasios), All rights reserved.

This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY-NC-ND) 4.0 international license (https://creativecommons.org/licenses/by-nc-nd/4.0).

References

  1. ↵
    1. Clark A
    : Half a century of technological advances in pulmonary drug delivery: A personal perspective. Front Drug Deliv 2: 871147, 2022. DOI: 10.3389/fddev.2022.871147
    OpenUrlCrossRef
  2. ↵
    1. Wauthoz N,
    2. Rosière R and
    3. Amighi K
    : Inhaled cytotoxic chemotherapy: clinical challenges, recent developments, and future prospects. Expert Opin Drug Deliv 18(3): 333-354, 2021. PMID: 33050733. DOI: 10.1080/17425247.2021.1829590
    OpenUrlCrossRefPubMed
  3. ↵
    1. Rose JE,
    2. Mukhin AG,
    3. Lokitz SJ,
    4. Turkington TG,
    5. Herskovic J,
    6. Behm FM,
    7. Garg S and
    8. Garg PK
    : Kinetics of brain nicotine accumulation in dependent and nondependent smokers assessed with PET and cigarettes containing 11C-nicotine. Proc Natl Acad Sci USA 107(11): 5190-5195, 2010. PMID: 20212132. DOI: 10.1073/pnas.0909184107
    OpenUrlAbstract/FREE Full Text
  4. ↵
    1. Wall A,
    2. Roslin S,
    3. Borg B,
    4. McDermott S,
    5. Walele T,
    6. Nahde T,
    7. O’Connell G,
    8. Thompson J,
    9. Lubberink M and
    10. Antoni G
    : E-cigarette aerosol deposition and disposition of [(11)C]nicotine using positron emission tomography: a comparison of nicotine uptake in lungs and brain using two different nicotine formulations. Pharmaceuticals (Basel) 15(3): 367, 2022. PMID: 35337164. DOI: 10.3390/ph15030367
    OpenUrlCrossRefPubMed
  5. ↵
    1. Alabsi W,
    2. Eedara BB,
    3. Encinas-Basurto D,
    4. Polt R and
    5. Mansour HM
    : Nose-to-brain delivery of therapeutic peptides as nasal aerosols. Pharmaceutics 14(9): 1870, 2022. PMID: 36145618. DOI: 10.3390/pharmaceutics14091870
    OpenUrlCrossRefPubMed
  6. ↵
    1. Mohanty RR and
    2. Das S
    : Inhaled insulin - current direction of insulin research. J Clin Diagn Res 11(4): OE01-OE02, 2017. PMID: 28571200. DOI: 10.7860/JCDR/2017/23626.9732
    OpenUrlCrossRefPubMed
  7. ↵
    1. Long C,
    2. Han X,
    3. Yang Y,
    4. Li T,
    5. Zhou Q and
    6. Chen Q
    : Efficacy of intranasal insulin in improving cognition in mild cognitive impairment or dementia: a systematic review and meta-analysis. Front Aging Neurosci 14: 963933, 2022. PMID: 36172480. DOI: 10.3389/fnagi.2022.963933
    OpenUrlCrossRefPubMed
  8. ↵
    1. Avgerinos KI,
    2. Kalaitzidis G,
    3. Malli A,
    4. Kalaitzoglou D,
    5. Myserlis PG and
    6. Lioutas VA
    : Intranasal insulin in Alzheimer’s dementia or mild cognitive impairment: a systematic review. J Neurol 265(7): 1497-1510, 2018. PMID: 29392460. DOI: 10.1007/s00415-018-8768-0
    OpenUrlCrossRefPubMed
  9. ↵
    1. Zarogoulidis P,
    2. Darwiche K,
    3. Krauss L,
    4. Huang H,
    5. Zachariadis GA,
    6. Katsavou A,
    7. Hohenforst-Schmidt W,
    8. Papaiwannou A,
    9. Vogl TJ,
    10. Freitag L,
    11. Stamatis G and
    12. Zarogoulidis K
    : Inhaled cisplatin deposition and distribution in lymph nodes in stage II lung cancer patients. Future Oncol 9(9): 1307-1313, 2013. PMID: 23980678. DOI: 10.2217/fon.13.111
    OpenUrlCrossRefPubMed
    1. Zarogoulidis P,
    2. Eleftheriadou E,
    3. Sapardanis I,
    4. Zarogoulidou V,
    5. Lithoxopoulou H,
    6. Kontakiotis T,
    7. Karamanos N,
    8. Zachariadis G,
    9. Mabroudi M,
    10. Zisimopoulos A and
    11. Zarogoulidis K
    : Feasibility and effectiveness of inhaled carboplatin in NSCLC patients. Invest New Drugs 30(4): 1628-1640, 2012. PMID: 21739158. DOI: 10.1007/s10637-011-9714-5
    OpenUrlCrossRefPubMed
  10. ↵
    1. Sardeli C,
    2. Zarogoulidis P,
    3. Kosmidis C,
    4. Amaniti A,
    5. Katsaounis A,
    6. Giannakidis D,
    7. Koulouris C,
    8. Hohenforst-Schmidt W,
    9. Huang H,
    10. Bai C,
    11. Michalopoulos N,
    12. Tsakiridis K,
    13. Romanidis K,
    14. Oikonomou P,
    15. Mponiou K,
    16. Vagionas A,
    17. Goganau AM,
    18. Kesisoglou I and
    19. Sapalidis K
    : Inhaled chemotherapy adverse effects: mechanisms and protection methods. Lung Cancer Manag 8(4): LMT19, 2020. PMID: 31983927. DOI: 10.2217/lmt-2019-0007
    OpenUrlCrossRefPubMed
  11. ↵
    1. Al-Benna S,
    2. O’Boyle C and
    3. Holley J
    : Extravasation injuries in adults. ISRN Dermatol 2013: 856541, 2013. PMID: 23738141. DOI: 10.1155/2013/856541
    OpenUrlCrossRefPubMed
  12. ↵
    1. Little M,
    2. Dupré S,
    3. Wormald JCR,
    4. Gardiner M,
    5. Gale C and
    6. Jain A
    : Surgical intervention for paediatric infusion-related extravasation injury: a systematic review. BMJ Open 10(8): e034950, 2020. PMID: 32764083. DOI: 10.1136/bmjopen-2019-034950
    OpenUrlAbstract/FREE Full Text
  13. ↵
    1. Sapalidis K,
    2. Zarogoulidis P,
    3. Huang H,
    4. Bai C,
    5. Wen Y,
    6. Wang L,
    7. Boniou K,
    8. Karapantzos I,
    9. Karapantzou C,
    10. Karanikas M,
    11. Thomaidis V,
    12. Kosmidis C,
    13. Sardeli C,
    14. Benhassen N,
    15. Man YG,
    16. Florou MC,
    17. Mantalovas S,
    18. Laskou S,
    19. Giannakidis D,
    20. Koulouris C,
    21. Amaniti A,
    22. Kesisoglou I and
    23. Hohenforst-Schmidt W
    : Inhaled immunotherapy administration for lung cancer; efficient? Certainly possible. J Cancer 9(6): 1121-1126, 2018. PMID: 29581792. DOI: 10.7150/jca.24397
    OpenUrlCrossRefPubMed
  14. ↵
    1. Bolzacchini E and
    2. Giordano M
    : First report of pembrolizumab extravasation. Hematology and Medical Oncology 5(1), 2020. DOI: 10.15761/HMO.1000196
    OpenUrlCrossRef
  15. ↵
    Roche Media Release, August 02, 2022: Roche’s subcutaneous formulation of Tecentriq demonstrates positive phase III results. Available at: https://assets.roche.com/imported/01_02082022_MR_IMscin001_SREP_En.pdf [Last accessed on January 11, 2023]
  16. ↵
    1. Rummel M,
    2. Kim TM,
    3. Aversa F,
    4. Brugger W,
    5. Capochiani E,
    6. Plenteda C,
    7. Re F,
    8. Trask P,
    9. Osborne S,
    10. Smith R and
    11. Grigg A
    : Preference for subcutaneous or intravenous administration of rituximab among patients with untreated CD20+ diffuse large B-cell lymphoma or follicular lymphoma: results from a prospective, randomized, open-label, crossover study (PrefMab). Ann Oncol 28(4): 836-842, 2017. PMID: 28031173. DOI: 10.1093/annonc/mdw685
    OpenUrlCrossRefPubMed
  17. ↵
    1. Cicin İ,
    2. Oukkal M,
    3. Mahfouf H,
    4. Mezlini A,
    5. Larbaoui B,
    6. Ahmed SB,
    7. Errihani H,
    8. Alsaleh K,
    9. Belbaraka R,
    10. Yumuk PF,
    11. Goktas B and
    12. Özgüroğlu M
    : An open-label, multinational, multicenter, phase IIIb study with subcutaneous administration of trastuzumab in patients with HER2-positive early breast cancer to evaluate patient satisfaction. Eur J Breast Health 18(1): 63-73, 2021. PMID: 35059593. DOI: 10.4274/ejbh.galenos.2021.2021-9-9
    OpenUrlCrossRefPubMed
  18. ↵
    1. Scherer T,
    2. Geller DE,
    3. Owyang L,
    4. Tservistas M,
    5. Keller M,
    6. Boden N,
    7. Kesser KC and
    8. Shire SJ
    : A technical feasibility study of dornase alfa delivery with eFlow® vibrating membrane nebulizers: aerosol characteristics and physicochemical stability. J Pharm Sci 100(1): 98-109, 2011. PMID: 20533437. DOI: 10.1002/jps.22231
    OpenUrlCrossRefPubMed
  19. ↵
    1. Hertel SP,
    2. Winter G and
    3. Friess W
    : Protein stability in pulmonary drug delivery via nebulization. Adv Drug Deliv Rev 93: 79-94, 2015. PMID: 25312674. DOI: 10.1016/j.addr.2014.10.003
    OpenUrlCrossRefPubMed
  20. ↵
    1. Dégardin K,
    2. Guillemain A and
    3. Roggo Y
    : Comprehensive study of a handheld Raman spectrometer for the analysis of counterfeits of solid-dosage form medicines. J Spectros Article ID 2017: 3154035, 2017. DOI: 10.1155/2017/3154035
    OpenUrlCrossRef
  21. ↵
    1. Shende C,
    2. Smith W,
    3. Brouillette C and
    4. Farquharson S
    : Drug stability analysis by Raman spectroscopy. Pharmaceutics 6(4): 651-662, 2014. PMID: 25533308. DOI: 10.3390/pharmaceutics6040651
    OpenUrlCrossRefPubMed
  22. ↵
    1. Heads JT,
    2. Adams R,
    3. D’Hooghe LE,
    4. Page MJ,
    5. Humphreys DP,
    6. Popplewell AG,
    7. Lawson AD and
    8. Henry AJ
    : Relative stabilities of IgG1 and IgG4 Fab domains: influence of the light-heavy interchain disulfide bond architecture. Protein Sci 21(9): 1315-1322, 2012. PMID: 22761163. DOI: 10.1002/pro.2118
    OpenUrlCrossRefPubMed
  23. ↵
    1. Pritchard JN,
    2. Hatley RH,
    3. Denyer J and
    4. Hollen DV
    : Mesh nebulizers have become the first choice for new nebulized pharmaceutical drug developments. Ther Deliv 9(2): 121-136, 2018. PMID: 29325508. DOI: 10.4155/tde-2017-0102
    OpenUrlCrossRefPubMed
  24. ↵
    1. Coates AL,
    2. Green M,
    3. Leung K,
    4. Chan J,
    5. Ribeiro N,
    6. Ratjen F and
    7. Charron M
    : A comparison of amount and speed of deposition between the PARI LC STAR® jet nebulizer and an investigational eFlow® nebulizer. J Aerosol Med Pulm Drug Deliv 24(3): 157-163, 2011. PMID: 21361784. DOI: 10.1089/jamp.2010.0861
    OpenUrlCrossRefPubMed
  25. ↵
    1. Lass JS,
    2. Sant A and
    3. Knoch M
    : New advances in aerosolised drug delivery: vibrating membrane nebuliser technology. Expert Opin Drug Deliv 3(5): 693-702, 2006. PMID: 16948564. DOI: 10.1517/17425247.3.5.693
    OpenUrlCrossRefPubMed
  26. ↵
    1. Beck-Broichsitter M,
    2. Kleimann P,
    3. Schmehl T,
    4. Betz T,
    5. Bakowsky U,
    6. Kissel T and
    7. Seeger W
    : Impact of lyoprotectants for the stabilization of biodegradable nanoparticles on the performance of air-jet, ultrasonic, and vibrating-mesh nebulizers. Eur J Pharm Biopharm 82(2): 272-280, 2012. PMID: 22820646. DOI: 10.1016/j.ejpb.2012.07.004
    OpenUrlCrossRefPubMed
  27. ↵
    1. Dhand R
    : New frontiers in aerosol delivery during mechanical ventilation. Respir Care 49(6): 666-677, 2004. PMID: 15165301.
    OpenUrlPubMed
  28. ↵
    1. Hertel S,
    2. Pohl T,
    3. Friess W and
    4. Winter G
    : That’s cool!—Nebulization of thermolabile proteins with a cooled vibrating mesh nebulizer. Eur J Pharm Biopharm 87(2): 357-365, 2014. PMID: 24662437. DOI: 10.1016/j.ejpb.2014.03.001
    OpenUrlCrossRefPubMed
  29. ↵
    1. Li C,
    2. Marton I,
    3. Harari D,
    4. Shemesh M,
    5. Kalchenko V,
    6. Pardo M,
    7. Schreiber G and
    8. Rudich Y
    : Gelatin stabilizes nebulized proteins in pulmonary drug delivery against COVID-19. ACS Biomater Sci Eng 8(6): 2553-2563, 2022. PMID: 35608934. DOI: 10.1021/acsbiomaterials.2c00419
    OpenUrlCrossRefPubMed
  30. ↵
    1. Yang C and
    2. Montgomery M
    : Dornase alfa for cystic fibrosis. Cochrane Database Syst Rev 9(9): CD001127, 2018. PMID: 30187450. DOI: 10.1002/14651858.CD001127.pub4
    OpenUrlCrossRefPubMed
  31. ↵
    1. van Pul KM,
    2. Notohardjo JCL,
    3. Fransen MF,
    4. Koster BD,
    5. Stam AGM,
    6. Chondronasiou D,
    7. Lougheed SM,
    8. Bakker J,
    9. Kandiah V,
    10. van den Tol MP,
    11. Jooss K,
    12. Vuylsteke RJCLM,
    13. van den Eertwegh AJM and
    14. de Gruijl TD
    : Local delivery of low-dose anti-CTLA-4 to the melanoma lymphatic basin leads to systemic T(reg) reduction and effector T cell activation. Sci Immunol 7(73): eabn8097, 2022. PMID: 35857579. DOI: 10.1126/sciimmunol.abn8097
    OpenUrlCrossRefPubMed
  32. ↵
    1. Graham K and
    2. Unger E
    : Overcoming tumor hypoxia as a barrier to radiotherapy, chemotherapy and immunotherapy in cancer treatment. Int J Nanomedicine 13: 6049-6058, 2018. PMID: 30323592. DOI: 10.2147/IJN.S140462
    OpenUrlCrossRefPubMed
  33. ↵
    1. Popper HH
    : Progression and metastasis of lung cancer. Cancer Metastasis Rev 35(1): 75-91, 2016. PMID: 27018053. DOI: 10.1007/s10555-016-9618-0
    OpenUrlCrossRefPubMed
  34. ↵
    1. Dewhirst MW and
    2. Secomb TW
    : Transport of drugs from blood vessels to tumour tissue. Nat Rev Cancer 17(12): 738-750, 2017. PMID: 29123246. DOI: 10.1038/nrc.2017.93
    OpenUrlCrossRefPubMed
  35. ↵
    1. Jain A,
    2. Chitturi S,
    3. Peters G and
    4. Yip D
    : Atezolizumab and bevacizumab as first line therapy in advanced hepatocellular carcinoma: Practical considerations in routine clinical practice. World J Hepatol 13(9): 1132-1142, 2021. PMID: 34630880. DOI: 10.4254/wjh.v13.i9.1132
    OpenUrlCrossRefPubMed
  36. ↵
    1. Mansour HM and
    2. Hickey AJ
    : Raman characterization and chemical imaging of biocolloidal self-assemblies, drug delivery systems, and pulmonary inhalation aerosols: a review. AAPS PharmSciTech 8(4): E99, 2007. PMID: 18181559. DOI: 10.1208/pt0804099
    OpenUrlCrossRefPubMed
  37. ↵
    1. Meenach SA,
    2. Anderson KW,
    3. Hilt JZ,
    4. McGarry RC and
    5. Mansour HM
    : High-performing dry powder inhalers of paclitaxel DPPC/DPPG lung surfactant-mimic multifunctional particles in lung cancer: physicochemical characterization, in vitro aerosol dispersion, and cellular studies. AAPS PharmSciTech 15(6): 1574-1587, 2014. PMID: 25139763. DOI: 10.1208/s12249-014-0182-z
    OpenUrlCrossRefPubMed
  38. ↵
    1. Rayyad A,
    2. Makki AA,
    3. Chourpa I,
    4. Massot V and
    5. Bonnier F
    : Quantification of clinical mAb solutions using Raman spectroscopy: Macroscopic vs microscopic analysis. Talanta 250: 123692, 2022. PMID: 35777345. DOI: 10.1016/j.talanta.2022.123692
    OpenUrlCrossRefPubMed
  39. ↵
    1. Jin Q,
    2. Zhu W,
    3. Zhu J,
    4. Zhu J,
    5. Shen J,
    6. Liu Z,
    7. Yang Y and
    8. Chen Q
    : Nanoparticle-mediated delivery of inhaled immunotherapeutics for treating lung metastasis. Adv Mater 33(7): e2007557, 2021. PMID: 33448035. DOI: 10.1002/adma.202007557
    OpenUrlCrossRefPubMed
  40. ↵
    1. Hong SH,
    2. Lee JH,
    3. Jiang HL,
    4. Kim JE,
    5. Lee AY,
    6. Kim S,
    7. Cho CS and
    8. Cho MH
    : Dual expression of shAkt1 and Pdcd4 suppresses lung tumorigenesis in K-rasLA1 mice. Anticancer Res 35(4): 2015-2019, 2015. PMID: 25862855.
    OpenUrlAbstract/FREE Full Text
  41. ↵
    1. Giuliani J and
    2. Bonetti A
    : Financial Toxicity and Non-small Cell Lung Cancer Treatment: The optimization in the choice of immune check point inhibitors. Anticancer Res 39(7): 3961-3965, 2019. PMID: 31262928. DOI: 10.21873/anticanres.13550
    OpenUrlAbstract/FREE Full Text
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Anticancer Research: 43 (3)
Anticancer Research
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March 2023
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Atezolizumab Retains Cellular Binding to Programmed Death Ligand 1 Following Aerosolization via Mesh Nebulizer
GINTARAS ZALESKIS, MARTYNAS TALAIKIS, DAINIUS CHARACIEJUS, VINCAS URBONAS, PAULIUS BOSAS, ADAS DARINSKAS, LAVIJA ZIBUTYTE, LUKAS SIMKUS, ZILVINAS SURVILA, JURGITA JURSENAITE, MARGARITA ZVIRBLE
Anticancer Research Mar 2023, 43 (3) 1065-1072; DOI: 10.21873/anticanres.16251

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Atezolizumab Retains Cellular Binding to Programmed Death Ligand 1 Following Aerosolization via Mesh Nebulizer
GINTARAS ZALESKIS, MARTYNAS TALAIKIS, DAINIUS CHARACIEJUS, VINCAS URBONAS, PAULIUS BOSAS, ADAS DARINSKAS, LAVIJA ZIBUTYTE, LUKAS SIMKUS, ZILVINAS SURVILA, JURGITA JURSENAITE, MARGARITA ZVIRBLE
Anticancer Research Mar 2023, 43 (3) 1065-1072; DOI: 10.21873/anticanres.16251
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Keywords

  • Atezolizumab
  • Immune checkpoint inhibitors
  • anti-PD-L1
  • pembrolizumab
  • bevacizumab
  • inhalation therapy
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