Development of a formulation platform for a spray-dried, inhalable tuberculosis vaccine candidate.

✅ 全文

开发一种用于喷雾干燥可吸入结核病疫苗候选物的制剂平台。

作者 Gomez Mellissa; McCollum Joseph; Wang Hui; Ordoubadi Mani; Jar Chester; Carrigy Nicholas B; Barona David; Tetreau Isobel; Archer Michelle; Gerhardt Alana; Press Chris; Fox Christopher B; Kramer Ryan M; Vehring Reinhard 期刊 International Journal Of Pharmaceutics 发表日期 2021 卷/期/页码 Vol. 593 ISSN 1873-3476 DOI 10.1016/j.ijpharm.2020.120121 类型 原创研究 (Original Research)

📄 中文摘要 Chinese Abstract

中文
结核病(TB)仍是单一传染性病原体导致死亡的主要原因,2018年报告的新发病例约达1000万例。目前唯一获批的卡介苗(BCG)疫苗效力因地域不同差异显著(0%–80%),对成人保护有限,对免疫功能低下者存在安全性隐患,且无法阻止潜伏性结核进展为活动性结核。为克服上述局限,诸如ID93+GLA-SE等新型疫苗正在研发中——该疫苗为佐剂亚单位疫苗,由重组融合抗原ID93与佐剂系统GLA-SE(角鲨烯乳液中的葡萄糖基脂质A)组成。尽管ID93+GLA-SE在临床前及II期临床试验中展现出良好前景,但其仍需冷链储存且依赖注射给药。开发一种热稳定、可吸入的干粉制剂有望提升疫苗可及性、摆脱冷链依赖,并通过肺部直接递送增强黏膜免疫,从而相较于注射给药为结核等呼吸道病原体提供更优保护。

📋 英文结构化总结 English Structured Summary

全文整理

EN

Background:

Tuberculosis (TB) remains the leading cause of death from a single infectious agent, with approximately 10 million new cases reported in 2018. The current licensed vaccine, bacille Calmette-Guérin (BCG), has variable efficacy (0–80%) depending on geography, offers limited protection to adults, is unsafe for immunocompromised individuals, and does not prevent latent TB from progressing to active disease. To address these limitations, alternative vaccines such as ID93+GLA-SE—an adjuvanted subunit vaccine composed of the recombinant fusion antigen ID93 and the adjuvant system GLA-SE (glucopyranosyl lipid A in a squalene emulsion)—are under development. While ID93+GLA-SE has shown promise in preclinical and Phase II clinical trials, it requires cold-chain storage and injectable administration. Developing a thermostable, inhalable dry powder formulation could enhance accessibility, eliminate cold-chain dependency, and improve mucosal immunity via direct pulmonary delivery, which may confer superior protection against respiratory pathogens like TB compared to parenteral injection.

Methods:

The study investigated spray drying as a scalable method to produce a thermostable, inhalable dry powder version of ID93+GLA-SE. Six formulations were prepared using trehalose as a stabilizing agent combined with one of three dispersibility enhancers: leucine (20% w/w), pullulan (10% or 20% w/w), or trileucine (3% or 6% w/w). Spray drying was conducted using a custom research spray dryer with a twin-fluid atomizer at a low inlet temperature (65 °C) and outlet temperature (~36 °C) to minimize thermal degradation. Particle formation was modeled using Péclet number calculations to predict surface enrichment of excipients. Aerosol performance was assessed in vitro using a Next Generation Impactor coupled with an Alberta Idealized Throat to simulate human inhalation at 100 L/min. Powder dispersibility, emitted dose, lung dose, mass median aerodynamic diameter (MMAD), and geometric standard deviation (GSD) were measured. Reconstituted powders were analyzed for nanoemulsion droplet size (dynamic light scattering), squalene and GLA content (HPLC), and ID93 presence (SDS-PAGE).

Results:

All formulations produced particles within the respirable size range (target 3–4 µm aerodynamic diameter). Leucine-containing particles (T20Leu) exhibited rough, crystalline surfaces that improved aerosol performance but caused significant aggregation of emulsion droplets upon reconstitution. Pullulan-based formulations (T10Pul, T20Pul) preserved nanoemulsion droplet size after reconstitution; however, the ID93 antigen could not be detected post-reconstitution, suggesting instability or loss during processing. In contrast, trileucine-containing formulations (T3Tri, T6Tri) formed highly wrinkled, low-cohesion particles with excellent aerosol performance. These formulations successfully retained both the adjuvant system integrity and the ID93 antigen after reconstitution. Raman spectroscopy confirmed amorphous matrices in all formulations except T20Leu, which showed crystalline leucine signatures. Particle formation modeling aligned with experimental observations: leucine and trileucine enriched early at the particle surface, forming shells that influenced morphology and dispersibility.

Data Summary:

The emitted dose across formulations ranged from approximately 60% to 80%, with lung doses (penetrating the throat model) between 40% and 60%. Trileucine formulations achieved the highest fine particle fractions (<5 µm), with MMAD values close to 3.5 µm and GSD <2.0, indicating suitable aerodynamic properties for deep lung delivery. Reconstituted T3Tri and T6Tri maintained nanoemulsion droplet sizes within 10% of the original GLA-SE formulation (~150 nm), squalene recovery >90%, and GLA content within acceptable limits. ID93 was confirmed via SDS-PAGE only in trileucine-based powders. Statistical analysis (two-tailed t-test, p<0.05) showed significant improvements in aerosol performance for trileucine and leucine formulations compared to trehalose-only controls.

Conclusions:

The trehalose-trileucine excipient system successfully stabilized the ID93+GLA-SE vaccine during spray drying, preserving both adjuvant nanostructure and antigen integrity in a thermostable, inhalable dry powder format. Trileucine’s ability to form an amorphous, rugose surface layer reduced particle cohesibility and enhanced aerosol performance without compromising vaccine components. In contrast, leucine improved dispersibility but induced emulsion aggregation, while pullulan preserved emulsion size but failed to retain detectable antigen. These findings identify trileucine as a superior dispersibility enhancer for pulmonary delivery of complex subunit vaccines like ID93+GLA-SE.

Practical Significance:

This work demonstrates a viable formulation platform for converting injectable TB vaccines into thermostable, inhalable dry powders, enabling needle-free administration and eliminating cold-chain requirements—critical advantages for global vaccination campaigns in resource-limited settings. The successful retention of vaccine efficacy markers after spray drying supports further development of pulmonary TB immunization strategies, potentially improving mucosal immunity and patient compliance while reducing healthcare costs and logistical barriers.

📋 中文结构化总结 Chinese Structured Summary

中文

背景:

结核病(TB)仍是单一传染性病原体导致死亡的主要原因,2018年报告的新发病例约达1000万例。目前唯一获批的卡介苗(BCG)疫苗效力因地域不同差异显著(0%–80%),对成人保护有限,对免疫功能低下者存在安全性隐患,且无法阻止潜伏性结核进展为活动性结核。为克服上述局限,诸如ID93+GLA-SE等新型疫苗正在研发中——该疫苗为佐剂亚单位疫苗,由重组融合抗原ID93与佐剂系统GLA-SE(角鲨烯乳液中的葡萄糖基脂质A)组成。尽管ID93+GLA-SE在临床前及II期临床试验中展现出良好前景,但其仍需冷链储存且依赖注射给药。开发一种热稳定、可吸入的干粉制剂有望提升疫苗可及性、摆脱冷链依赖,并通过肺部直接递送增强黏膜免疫,从而相较于注射给药为结核等呼吸道病原体提供更优保护。

方法:

本研究探索了喷雾干燥作为一种可扩展方法,用于制备ID93+GLA-SE的热稳定可吸入干粉制剂。以海藻糖为稳定剂,分别联合三种分散性增强剂之一——亮氨酸(20% w/w)、普鲁兰(10%或20% w/w)或三亮氨酸(3%或6% w/w)——共制备六种配方。喷雾干燥采用配备双流体雾化器的定制研究型喷雾干燥机,在低进风温度(65°C)和出风温度(约36°C)下进行,以最大限度减少热降解。通过Péclet数计算模拟颗粒形成过程,预测赋形剂在颗粒表面的富集行为。采用新一代撞击器联合 Alberta 理想化喉道模型,在100 L/min流速下体外评估气溶胶性能。测定粉末分散性、释药量、肺沉积量、质量中值空气动力学直径(MMAD)及几何标准偏差(GSD)。对复溶后的粉末进行纳米乳液粒径(动态光散射)、角鲨烯与GLA含量(高效液相色谱法)及ID93抗原存在(SDS-PAGE)分析。

结果:

所有配方均产生处于可吸入粒径范围(目标空气动力学直径3–4 µm)的颗粒。含亮氨酸的颗粒(T20Leu)表面粗糙且呈结晶态,虽改善了气溶胶性能,但复溶后导致乳液液滴显著聚集。基于普鲁兰的配方(T10Pul、T20Pul)在复溶后保留了纳米乳液粒径,但未能检测到ID93抗原,提示其在加工过程中发生降解或损失。相比之下,含三亮氨酸的配方(T3Tri、T6Tri)形成高度褶皱、低内聚力的颗粒,具有优异的气溶胶性能,且复溶后成功保留了佐剂系统完整性和ID93抗原。拉曼光谱证实除T20Leu显示亮氨酸结晶特征外,其余配方均为无定形态基质。颗粒形成模型与实验观察一致:亮氨酸与三亮氨酸在颗粒形成早期即富集于表面,形成影响形态与分散性的外壳结构。

数据汇总:

各配方的释药量约为60%–80%,肺沉积量(穿透喉道模型)介于40%–60%之间。三亮氨酸配方的细颗粒分数(<5 µm)最高,MMAD值接近3.5 µm,GSD < 2.0,表明其空气动力学特性适合肺部深部递送。复溶后的T3Tri与T6Tri配方,其纳米乳液粒径与原始GLA-SE制剂(约150 nm)偏差在10%以内,角鲨烯回收率>90%,GLA含量处于可接受范围。仅在三亮氨酸基粉末中通过SDS-PAGE确认了ID93的存在。统计分析(双尾t检验,p<0.05)显示,与仅含海藻糖的对照组相比,三亮氨酸与亮氨酸配方的气溶胶性能显著改善。

结论:

海藻糖-三亮氨酸赋形剂体系在喷雾干燥过程中成功稳定了ID93+GLA-SE疫苗,在热稳定、可吸入的干粉形式中同时保留了佐剂纳米结构和抗原完整性。三亮氨酸能形成无定形、褶皱的表面层,降低颗粒内聚力并提升气溶胶性能,且不影响疫苗组分。相比之下,亮氨酸虽改善分散性但引发乳液聚集,普鲁兰虽保持乳液粒径却未能保留可检测的抗原。上述结果表明,三亮氨酸是ID93+GLA-SE等复杂亚单位疫苗肺部递送体系中更优的分散性增强剂。

实际意义:

本研究验证了一种将注射用结核疫苗转化为热稳定可吸入干粉的可行制剂平台,实现无针给药并消除冷链依赖——这对资源匮乏地区的全球疫苗接种运动具有关键优势。喷雾干燥后疫苗效力标志物的成功保留,支持进一步开发肺部结核免疫策略,有望在降低医疗成本与物流障碍的同时,提升黏膜免疫效果与患者依从性。

📖 英文全文 English Full Text

EN

Journal Pre-proofs Development of a formulation platform for a spray-dried, inhalable tuberculo- sis vaccine candidate

Mellissa Gomez, Joseph McCollum, Hui Wang, Mani Ordoubadi, Chester Jar,

Nicholas B. Carrigy, David Barona, Isobel Tetreau, Michelle Archer, Alana

Gerhardt, Chris Press, Christopher B. Fox, Ryan M. Kramer, Reinhard

Vehring PII:

S0378-5173(20)31106-6 DOI: https://doi.org/10.1016/j.ijpharm.2020.120121

Reference:

IJP 120121 To appear in:

International Journal of Pharmaceutics Received Date:

2 September 2020 Revised Date:

17 November 2020 Accepted Date:

22 November 2020 Please cite this article as: M. Gomez, J. McCollum, H. Wang, M. Ordoubadi, C. Jar, N.B. Carrigy, D. Barona, I.

Tetreau, M. Archer, A. Gerhardt, C. Press, C.B. Fox, R.M. Kramer, R. Vehring, Development of a formulation platform for a spray-dried, inhalable tuberculosis vaccine candidate, International Journal of Pharmaceutics (2020), doi: https://doi.org/10.1016/j.ijpharm.2020.120121

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© 2020 Published by Elsevier B.V.

Development of a formulation platform for a spray-dried, inhalable tuberculosis vaccine candidate

Mellissa Gomez1, Joseph McCollum2, Hui Wang1, Mani Ordoubadi1, Chester Jar1, Nicholas

B. Carrigy1, David Barona1, Isobel Tetreau1, Michelle Archer2, Alana Gerhardt2, Chris

Press2, Christopher B. Fox2, 3, Ryan M. Kramer2, Reinhard Vehring1

1Department of Mechanical Engineering, University of Alberta, Edmonton, AB, Canada

2Infectious Disease Research Institute, Seattle, WA, USA

3Department of Global Health, University of Washington, Seattle, WA, USA

Corresponding Author:

R. Vehring University of Alberta 116 St & 85 Ave, Edmonton Canada reinhard.vehring@ualberta.ca

ABSTRACT Protection against primarily respiratory infectious diseases, such as tuberculosis (TB), can likely be enhanced through mucosal immunization induced by direct delivery of vaccines to the nose or lungs. A thermostable inhalable dry powder vaccine offers further advantages, such as independence from the cold chain. In this study, we investigate the formulation for a stable, inhalable dry powder version of an adjuvanted subunit TB vaccine candidate ID93+GLA-SE, containing recombinant fusion protein ID93 and glucopyranosyl lipid A (GLA) in a squalene emulsion (SE) as an adjuvant system, via spray drying. The addition of leucine (20% w/w), pullulan (10%, 20% w/w), and trileucine (3%, 6% w/w) as dispersibility enhancers was investigated with trehalose as a stabilizing agent. Particle morphology and solid state, nanoemulsion droplet size, squalene and GLA content, ID93 presence, and aerosol performance were assessed for each formulation. The results showed that the addition of leucine improved aerosol performance, but increased aggregation of the emulsion droplets was demonstrated on reconstitution.

Addition of pullulan preserved emulsion droplet size; however, the antigen could not be detected after reconstitution. The trehalose-trileucine excipient formulations successfully stabilized the adjuvant system, with evidence indicating retention of the antigen, in an inhalable dry powder format suitable for lung delivery.

2 Key words: spray drying, tuberculosis vaccine, inhalable delivery, nanoencapsulation, particle engineering, dispersibility.

3 1 Introduction Spray drying is a method of desiccating a liquid product into a dry powder composed of many small particles. Briefly, a liquid feedstock is atomized into small droplets during spray drying. These droplets, containing dissolved or suspended solids, evaporate within a drying gas into particles. The particles are then separated from the flow, e.g. with a cyclone. Spray drying is commonly used in the food processing and pharmaceutical industries to encapsulate an active component into a dry powder and thus protect it from potentially harmful environmental conditions, such as high humidity and temperature [1]. Spray drying has been previously used to improve the stability of experimental vaccines using the disaccharide trehalose as a stabilizer [2, 3, 4, 5]. Spray drying also allows for engineering of the resulting particles for specific properties, making them suitable for intranasal or pulmonary routes via inhalation [6, 7, 8]. Both the improvement of thermostability and the development of an inhalable route of delivery may be applied to vaccines to improve their accessibility.

Preclinical trials of dry powder vaccines have been promising. However, as dry powder vaccination via inhalation is an emerging field, clinical trials are limited. The first inhalable dry powder vaccine for pulmonary delivery, a measles vaccine, completed Phase I clinical trials in 2013 [9]. Further work is warranted because there are many benefits to developing alternative administration routes to injection. The general advantages of respiratory drug delivery include convenience, reduced chance of adverse systemic reactions, and smaller amounts of drug required due to direct targeting. Compared to injectable delivery, the use of a non-invasive route of administration reduces the chance of needlestick injuries, and with that reduces the transmission of blood-borne illnesses such as HIV. Additionally, injectable delivery of a reconstituted vaccine requires sterile water, a commodity that is taken for granted in developed nations.

Furthermore, mucosal immunization through inhalable delivery is potentially more effective at conferring protection than parenteral injection against respirable diseases, such as tuberculosis (TB) [10].

TB is the leading cause of death from a single infectious agent, and approximately 10 million people contracted TB in 2018 [11]. TB is transmitted through air as droplets, making the lungs the primary

4 infection site [12]. Currently, the bacille Calmette-Guérin (BCG) vaccine is the only licensed TB vaccine.

BCG is administered via injection as part of standard childhood immunization programs in many countries [11]. Due to the widespread use of BCG, any improvement in efficacy would have a large impact. To this end, administration routes alternative to injection have been investigated for BCG. Research involving animal models have reported that the BCG vaccine provides better protection against TB when administered to the respiratory system directly rather than through injection [13, 14, 10, 15]. Aguilo et al. [10] demonstrated that intranasal delivery of BCG, but not subcutaneous delivery, conferred protection against pulmonary TB in TB-susceptible mice. Verreck et al. [15] suggested that pulmonary immunization results in a more reliably protective local immune response. Recently, Price et al. [6] spray-dried the BCG vaccine into a thermostable presentation designed for inhalable dry powder delivery. Mouse immunization studies showed that the liquid BCG vaccine, the reconstituted freshly spray-dried BCG vaccine, and the reconstituted spray-dried BCG vaccine stored at 25 °C for two years had no significant difference in induced cytokine response in mice. However, despite the effort in improving the efficacy of BCG vaccine via different routes of delivery, the vaccine carries several limitations. It has demonstrated variable efficacy in humans based on geography (0-80%) [16], confers only limited protection to adults [11], is unsafe for immunocompromised infants [17], and is not effective in preventing latent TB from becoming active [11].

Alternative vaccines for TB are being developed to address these shortcomings.

One such vaccine candidate is ID93+GLA-SE, an adjuvanted subunit vaccine comprised of a recombinant fusion antigen, ID93, and an adjuvant system, GLA-SE. The main components of the adjuvant system consist of synthetic TLR4 agonist glucopyranosyl lipid A (GLA), squalene nanodroplets, and DMPC as an emulsifier. ID93+GLA-SE has shown promising results in animal models [18] and has progressed to Phase

II clinical testing [11]. Conversion of this vaccine to a thermostable presentation has been explored, as per

WHO guidelines, to focus on thermostable options for promising candidates [19, 20]. Both lyophilization [21, 22] and spray drying [23] have been investigated as desiccation methods and were found to confer thermostability to ID93+GLA-SE. The lyophilized vaccine candidate is currently undergoing a Phase I

5 clinical trial [24]. Spray drying was investigated as an alternative method as it is considered more scalable than lyophilization, potentially has lower processing costs [25, 26], and also allows for the manipulation of morphology and structure of the final particle product. Previous work spray-drying ID93+GLA-SE focused on the development and stability of a presentation designed for eventual reconstitution and injection that utilized only trehalose as a stabilizing excipient [23]. The promising results demonstrated by the spray- dried presentation prompted investigation into spray drying an inhalable presentation of ID93+GLA-SE.

Respiratory delivery of an aerosolized powder occurs through nasal or pulmonary routes, each with an optimum particle size range for the most effective drug delivery. Drug particles or drug sprays are usually delivered locally during nasal administration, whereas the active components for pulmonary delivery must surpass the upper extrathoracic airways before it can deposit in either the targeted trachea-bronchia region or the targeted alveolar region [27]. Therefore, successful pulmonary delivery requires smaller particles (1-5 µm) than for nasal delivery (~20 µm) and much more flowable drug particles that need to be carefully designed [28, 29, 30, 31]. In addition, to achieve successful lung deposition, particles must also not get stuck in the delivery device, or be exhaled out. Therefore, the formulation development for pulmonary delivery can be much more challenging. Two of the most important factors that need to be considered during dry powder formulation development are the aerodynamic particle size and dispersibility of the powder [32]. However, delivery devices, such as dry powder inhalers (DPI), are usually unable to fully disperse the powder due to the intrinsic cohesiveness of the powder. The addition of larger carrier particles is a traditional method to reduce powder retention within DPIs. However, added carriers should be used only for potent actives as they reduce the drug load per inhaled dose. Instead, particle engineering can be used to improve powder dispersibility through the addition of dispersibility enhancing agents such as leucine, pullulan, and trileucine.

Leucine is an amino acid that has been proposed in combination with trehalose as a system to stabilize biologics [33]. The leucine component of spray-dried formulations has been designed to form a fully crystalline, rugose outer shell to improve the dispersibility of a powder [34, 35]. Pullulan is a polysaccharide

6 that has been used in the food drying industry and pharmaceutical industry to improve thermostability.

Films formed from drying pullulan with trehalose have been reported to improve the thermostability of live-attenuated or inactivated viral vaccines for up to 12 weeks at 40 °C [36]. Under normal spray drying conditions, both pullulan and trehalose remain amorphous [37]. Trileucine is a tripeptide that has been shown to form an amorphous layer on spray-dried particles under normal spray drying conditions [38]. The formation of a trileucine layer has been shown to reduce particle cohesiveness and thus improve aerosol performance [39]. The addition of trileucine has also been shown to improve the stability of trehalose microparticles suspended in HFA227ea propellant [40] and the stability of spray-dried bacteriophages [41].

Improved thermostability and development of an inhalable route would be especially beneficial for intervention of TB. This paper studies three dispersibility enhancers: leucine, pullulan and trileucine, for producing spray-dried ID93+GLA-SE powder suitable for inhalation. Success of the inhalable candidates was assessed in terms of aerosol performance and preservation of vaccine integrity after spray drying.

Characterization of vaccine integrity included testing for changes in emulsion size distribution, squalene and GLA content, and presence of ID93.

7 2 Materials and Methods 2.1 Materials Chemicals Trehalose dihydrate with a purity of 98% was used as the primary stabilizing excipient for spray drying (CAS 6138-23-4; Fisher Scientific Ottawa, ON, Canada). L-Leucine with a purity of 99% (CAS 61-90-5;

Fisher Scientific Ottawa, ON, Canada), pullulan (CAS 9057-02-7; Alfa Aesar, Tewksbury, MA, USA), and trileucine with a purity of ≥90% (CAS 10329-75-6; Sigma Aldrich, Oakville, ON, Canada) were investigated as dispersibility enhancing materials. Tris(hydroxymethyl)aminomethane (Tris) (CAS 77-86- 1; Sigma Aldrich, Oakville, ON, Canada) and hydrochloric acid (CAS 7647-01-0; Sigma Aldrich, Oakville,

ON, Canada) were used as a buffer system to adjust the pH of the feedstock prior to spray drying.

Formulations were made using HPLC grade water (CAS 7732-18-5; Fisher Scientific Ottawa, ON, Canada) or deionized water. The ID93 antigen and GLA-SE adjuvant system were formulated separately; manufacturing of these components has been described elsewhere [23].

Formulation Composition Six formulations were assessed as inhalable vaccine candidates. The feedstock composition and the projected material composition of the final dried particles are given in Table 1. Concentrations for several of the main components, including trehalose, GLA-SE, ID93, and Tris buffer, were kept constant for all the formulated liquid feedstocks, as listed in the table.

ID93 protein was stored at a concentration of 1.2 mg/mL at -80 °C prior to use. GLA-SE nanoemulsions with a squalene concentration of 10% v/v and GLA concentration of 50 µg/mL were stored in a refrigerator prior to use. All formulation processes began with preparation of 4 mg/ml Tris. The Tris solution was then pH adjusted by addition of hydrochloric acid to a pH of 7.5±0.1. Preliminary work found that the buffer system had no apparent effect on particle morphology. For each formulation, the trehalose and relevant dispersibility enhancing agent were dissolved in water into buffered Tris solution. Once fully dissolved,

8 GLA-SE was added and the solution gently mixed. ID93 was added last to the feedstock to minimize potential protein binding to container surfaces.

Previous work [23] found that a high encapsulation efficiency of the vaccine candidate was achieved by spray drying 4 μg/mL of ID93, 10 μg/mL of GLA, and 17.2 mg/mL of squalene with 100 mg/ml of trehalose. The same ratios of excipient, antigen, and adjuvant system were kept in this work to target a high encapsulation efficiency. The correct antigen and adjuvant concentration for an inhalable route of administration has not been determined and may need to be increased in the future.

Table 1 Formulation parameters and designed particle composition by mass of the human inhalable vaccine candidates.

Component\Formulation T T20Leu T10Pul T20Pul T3Tri

T6Tri Feedstock Composition (mg/mL) Leucine - 10.0

- - - - Pullulan - - 4.5 10.5 - - Trileucine - - - - 1.3

2.6 Trehalose 33.3 33.3 33.3 33.3 33.3 33.3 Tris (buffer)

0.807 0.807 0.807 0.807 0.807 0.807 Squalene 5.73 5.73

5.73 5.73 5.73 5.73 DMPC 1.27 1.27 1.27 1.27 1.27 1.27

GLA 0.0033 0.0033 0.0033 0.0033 0.0033 0.0033 ID93

0.0013 0.0013 0.0013 0.0013 0.0013 0.0013 Total Feed Concentration

41.1 51.1 45.6 51.6 42.4 43.7 Particle Composition (w/w)

Leucine - 20% - - - - Pullulan - - 10% 20% - - Trileucine

- - - - 3% 6% Trehalose 81% 65% 73% 65% 78% 76% Tris (buffer)

2% 2% 2% 2% 2% 2% Squalene 14% 11% 12% 11% 14% 13%

DMPC 3% 2% 3% 2% 3% 3% GLA 0.01% 0.01% 0.01% 0.01%

0.01% 0.01% ID93 0.003% 0.003% 0.003% 0.003% 0.003%

0.003% 2.2 Spray Drying Spray drying parameters were chosen in order to minimize potential antigen or agonist losses during processing based on a previous study involving spray drying ID93+GLA-SE [23]. A custom research spray dryer [42] with a twin fluid atomizer was utilized to conduct the spray drying. Use of a twin-fluid atomizer

9 has been reported to significantly reduce degradation of a shear- and temperature-sensitive protein during the atomization step as compared to use of a vibrating mesh atomizer [43, 44]. The atomizer was operated at an air-liquid ratio of 8, corresponding to a mass median initial droplet diameter of approximately 9 µm.

Characterization of the atomizer is described elsewhere [45].

A relatively low drying gas temperature of 65 °C was utilized in order to minimize temperature-dependent degradation. The other spray drying parameters were calculated using an energy and balance model [46] to achieve an outlet humidity of less than 10% relative humidity and low outlet temperature. A low outlet humidity was targeted to achieve a low (2-3%) powder moisture content as over-drying can also lead to protein degradation. A low outlet temperature was chosen to limit the temperature the powder was exposed to during cyclone collection. The feedstock was supplied to the atomizer at a rate of 0.6 mL/min using a peristaltic pump (Model 77200-60; Cole-Parmer, Montreal, QC, Canada), and the drying gas flow rate was set to 200 SLPM, leading to a low outlet temperature of approximately 36 °C. Powders were stored under dry conditions prior to characterization.

2.3 Particle Design Respirable Range The target particle aerodynamic diameter range for this study was chosen to be 3-4 µm. The range in feedstock concentration to produce particles within the target size range was calculated using Eq. 1, where,

, is the aerodynamic diameter, is the particle density, is the reference density (1000 kg/m3), is 𝑑a 𝜌P 𝜌∗ 𝑐F the feedstock concentration, and is the diameter of the droplets [38]. Further details on the derivation of 𝑑D this equation can be found elsewhere [38]. 𝑑𝑎=

6 𝜌P 𝜌∗ 3 𝑐F 𝜌∗ 𝑑D 1 Previous work has shown that spray drying the ID93+GLA-SE vaccine produces particles with varying shell thicknesses [23]. Material density of this formulation was estimated to be 1438 kg/m3. Previous studies

10 on spray drying of emulsions [47, 48] and spray drying formulations containing leucine [34] have shown that the resulting particles are hollow, with varying degrees of shell thicknesses. Spray drying of formulations containing trileucine have been shown to produce particles with external void space [39].

Based on these findings, preliminary calculations assumed that the average particle in this study contained approximately 30% void space. Therefore, the particle density can be roughly approximated to be 1000 kg/m3. Initial droplet diameter was predicted to be 9 µm based on the processing conditions. Based on these assumptions, the concentration of the feedstock must be between 37 and 88 mg/mL to achieve a particle size between 3 and 4 µm.

Selection of Excipients to Improve Powder Dispersibility

Aerodynamic particle size is a strong indicator of a powder’s ability to deposit within the lung. Therefore, dispersing particle aggregates into primary particles is essential; otherwise, aggregated small particles will behave aerodynamically as larger particles and potentially deposit prior to the lung. However, passive delivery devices, such as DPIs, can only provide limited dispersing force as they rely soley on the patients’ inhalation flow to de-aggregate the loaded powder dosages. Thus, it is necessary to reduce intrinsic powder cohesiveness to improve the dispersibility. Powder cohesiveness can be described in terms of the contact mechanics between adjacent particles. Based on theoretical cohesion models, e.g. the Li-DMT model [49], the force of cohesion between two particles,

, can be reduced by lowering the surface energy, decreasing

𝐹𝑐 the deformability of the surface, and decreasing the contact area.

The excipients investigated in this study, leucine, pullulan, and trileucine, were expected to reduce the force of cohesion between particles. The component mass fraction for all investigated dispersibility enhancing agents in this study was limited to a maximum of 20% in order to maximize the adjuvant dose in the powder.

Leucine was chosen as it has been reported to change the surface morphology of spray-dried particles through formation of a crystalline surface layer. Increasing leucine concentration changes particle surface from a smooth morphology to solid particles with corrugated surfaces [34, 35]. Additional increases in leucine concentration further changes particle morphology to rugose hollow particles. The increased surface

11 roughness due to crystal surface asperities is expected to reduce effective contact area between particles.

Additionally, the formation of a crystalline outer layer is expected to reduce the deformability of the surface as compared to an amorphous particle surface. Feng et al. [34] reported that, for their given spray drying parameters, 25% leucine mass fraction in a leucine-trehalose system was required to achieve complete crystallinity of leucine. Thus, a mass fraction of 20% leucine was chosen for the T20Leu formulation to promote crystal growth in order to improve powder dispersibility.

Pullulan was chosen as it has been shown to introduce particle folding in pullulan-trehalose systems [37].

The change in surface morphology may decrease effective contact area, depending on particle orientation.

Carrigy et al. [37] reported that the formation of folded, irregularly shaped particles increases with increasing pullulan concentration, and 10% pullulan mass fraction in a pullulan-trehalose system slightly improved aerosol performance as compared to a trehalose-only formulation. Based on these results, a mass fraction of 10% pullulan was chosen for the T10Pul formulation in order to modify the surface morphology to promote improved dispersibility. Due to the reported increase in particle folding with increased pullulan content, a mass fraction of 20% pullulan for the T20Pul formulation was also investigated.

Trileucine was chosen as it has been reported to form highly wrinkled particle surfaces with increasing concentration, and has been shown to decrease the surface energy of spray-dried particles [39, 40]. Highly rugose particle surface morphologies are expected to decrease contact area between particles, and reduced surface energy is expected to reduce the force of cohesion between particles. Wang et al. [40] demonstrated that at 1.0% mass fraction of trileucine in trileucine-trehalose systems the particle morphology appears rugose. Particle surface rugosity was improved greatly when the trileucine mass fraction was increased to

5.0%. Due to trileucine solubility limitations, 6% trileucine by mass for the T6Tri formulation was chosen for investigation in this study. 6%, a relatively high mass fraction, was chosen in order to promote increased particle surface rugosity and thus reduce particle cohesion. A lower mass fraction of 3% for the T3Tri formulation was also investigated in this study to determine if a similar performance could be obtained with a formulation with lower excipient costs.

12 Particle Formation Model Previous studies have reported the mass fractions of leucine, pullulan, and trileucine required to induce surface morphology changes. However, these studies utilized different spray drying processing conditions.

Change in processing conditions will affect the distribution of components within a drying droplet. A simple particle formation model [50] was used to predict drying time and component distribution of the investigated formulations to verify that the dispersibility agents will form a shell on the particle exterior for the given spray drying parameters.

As the droplet dries, the radial concentration gradient of the formulation components is controlled by two mechanisms: the receding droplet surface and the diffusion of solutes from the surface towards the center of the droplet [50, 51]. The former mechanism will increase surface concentration whereas the latter will decrease surface concentration. This relationship can be described by the dimensionless Péclet number,

.

𝑃𝑒 The Péclet number is the ratio of the evaporation rate, , and the diffusion coefficient, D, of a component 𝜅 i, as seen in Eq. 2. For a close to 1 or smaller, the material will be able to diffuse quickly relative to

𝑃𝑒 receding droplet surface and thus will be evenly distributed. For a large

, the component is expected to 𝑃𝑒 be relatively immobile and therefore accumulate near the droplet surface.

𝑃𝑒𝑖= 𝜅 8𝐷𝑖 2 can be used to determine the surface enrichment of a given component. Surface enrichment is the surface

𝑃𝑒 concentration of a component, , relative to its mean concentration within the droplet,

. Surface 𝑐s,𝑖 𝑐m,𝑖 enrichment for a component with a Pe smaller than 20 can be approximated using Eq. 3 [38], in which the steady state surface enrichment value,

, assumes that the solute concentration within the droplet changes

𝐸ss at the same rate as the mean concentration.

𝐸ss = 𝑐s,𝑖 𝑐m,𝑖 ≈1 + 𝑃𝑒𝑖 5 + 𝑃𝑒2𝑖 100 ― 𝑃𝑒3𝑖 4000

3 13 Steady state surface enrichment for Pe values larger than 20 can be approximated using Eq. 4 [50]. Further discussion on and surface enrichment can be found elsewhere [50].

𝑃𝑒 𝐸ss ≈ 𝑃𝑒𝑖 3 + 0.363 4 was used to approximate the time when a particle shell will form. The time at which shell formation is

𝐸ss expected to start for components that do not crystallize is the time it takes a component to reach a concentration at the surface equivalent to its true density,

. The time at which shell formation is expected 𝜏t,𝑖 to start for components that do crystallize is the time that the component reaches critical supersaturation at the surface,

. The , is given in Eq. 5, where is the initial concentration of component i and

𝜏s,𝑖 𝜏t,𝑖 𝐶0,𝑖 𝜌t,𝑖 stands for its material true density, and is the droplet drying time. As the formulations investigated 𝜏D contain multiple components, true density of a mixture,

, was calculated and substituted for . The 𝜌t,mix 𝜌t,𝑖 calculation of is described elsewhere [37]. The is given in Eq. 6, where is the solubility of 𝜌t,mix 𝜏s,𝑖

𝐶sol,𝑖 component i. 𝜏t,𝑖= 𝜏D[1 ―( 𝐶0,𝑖 𝜌t,𝑖𝐸𝑖) 2 3

] 5 𝜏s,𝑖= 𝜏D[1 ―( 𝐶0,𝑖 𝐶sol,𝑖𝐸𝑖) 2 3 ] 6 The evaporation rate of a pure water droplet at the drying gas temperature, 65 °C, is 3.7×10-9 m2/s [51]. The diffusion coefficient of pullulan was approximated to be 2.8×10-11 m2/s [37]. The diffusion coefficient for trehalose in water,

, was calculated to be 3×10-10 m2/s using Eq. 7 [52], where is the mass fraction

𝐷tre 𝑤s 14 of solute and is droplet temperature in K, i.e. 301 K [23]. This equation was obtained by fitting an equation

𝑇 to experimental data of trehalose diffusion in aqueous solutions [53].

𝐷tre = 5 × 10 ―8 𝑒―13(𝑤s)1.1𝑒 ―1500 𝑒 1.9 ∙𝑤s 𝑇 7 Diffusion coefficients for other solutes were approximated based on molecular size using the Einstein- Stokes equation. The GLA-SE nanoemulsion droplets were considered as a component for the sake of diffusion calculations. The diffusion coefficient of the nanoemulsion droplets has been previously approximated to be 5.3×10-12 m2/s using the Einstein-Stokes equation, assuming that the nanoemulsion droplets remain stable as an aqueous dispersion and can be treated as nanoparticles [23].

The size of a peptide was approximated based on its mass using Eq. 8, assuming the peptide is in the shape of a sphere [54]. Eq. 8 determines of a peptide, the minimum radius of a sphere that could contain its

𝑅min mass. is given in nm and is the molecular weight of the peptide, given in Da. Based on this equation,

𝑅min 𝑀 the diffusion coefficient for leucine was approximated to be 6.3×10-10 m2/s and the diffusion coefficient for trileucine was approximated to be 4.5×10-10 m2/s.

𝑅min = 0.066𝑀1/3 8 Distribution calculations for ID93 were not conducted as previous work has reported that an estimated 96% of the antigen is associated with the adjuvant [55]. The literature values for the density and solubility of the given components are summarized in Table 2. Table 2 also shows the calculated and for each

𝑃𝑒 𝐸ss component.

Table 2 Density and solubility values from literature, and calculated and for the main components of the spray-dried

𝑷𝒆 𝑬𝐬𝐬 inhalable vaccine candidates.

Component Density (kg/m3) Solubility (mg/mL) 𝑷𝒆𝒊 𝑬𝐬𝐬,𝒊

References Trehalose 1580 690 1.4 1.3 [40], [52] Leucine

1293 23 0.7 1.1 [56] Pullulan 1850 Variable 17 6.1 [57], [58]

Trileucine 1250 6.8 1 1.2 [41], [39] GLA-SE N/A N/A

90 30 15 Non-crystallizing components with a near 1 and high solubility, such as trehalose, are expected to form

𝑃𝑒 solid particles later in the droplet lifetime with even component distribution. The of both pullulan and

𝑃𝑒 the GLA-SE emulsion droplets was much greater than 1, suggesting that these components will accumulate near the surface of the drying droplet. Previously, encapsulation of the vaccine candidate with trehalose via spray drying showed that the GLA-SE droplets are distributed throughout the trehalose matrix, with increasing radial concentration towards the particle surface [23].

A summary of the calculated particle formation parameters is given in Table 3, with calculations based on the values given in Table 2. These simplified calculations assume a constant to provide an estimated

𝑃𝑒 timeline of the drying processes without looking into the detailed droplet drying steps. For example, formation of crystals will increase the due to increasing component size, which will further facilitate

𝑃𝑒 surface enrichment. Similarly, increasing viscosity near the droplet surface due to increasing solute concentration over time will increase the and thus facilitate shell formation. This particle formation

𝑃𝑒 model also neglects the effect of surface activity. Inclusion of these considerations results in very complex models that are outside the scope of this study.

Time to true density was calculated for trehalose and pullulan as neither are crystallizing systems under normal spray drying conditions. For trileucine, the phase separation is not fully understood at this time, however, previous studies have shown that it forms a shell soon after reaching saturation [1, 41, 40]. For this reason, the time to saturation was calculated for trileucine.

It is apparent that the trehalose will reach the true density of the given mixture relatively late (>90%) in the droplet lifetime for all formulations. The calculations predict that leucine reaches critical saturation relatively early (37.2%) in the droplet lifetime and therefore forms an outer shell composed of growing crystals. Pullulan was predicted to reach true density close to the same time as trehalose (93.0% and 87.9%), which suggests that the outer surface of these particles may be composed of both pullulan and trehalose.

The model predicts that trileucine will accumulate on the surface and form a shell early in the drying process

16 due to relatively short time to reach saturation (62.3% and 40.2%). Therefore, the model predicts that the chosen mass fractions are likely to result in partial to total particle surface coverage with the dispersibility enhancing agents for the chosen spray drying parameters.

Table 3 Feed concentrations of each component, true density, and normalized time for each component to reach true density or saturation for each inhalable vaccine formulation. Abbreviations: tre – trehalose, leu – leucine, pull – pullulan, tri – trileucine.

Formulation 𝑪𝟎,𝐭𝐫𝐞 (mg/mL) 𝑪𝟎,𝐥𝐞𝐮 (mg/mL) 𝑪𝟎,𝐩𝐮𝐥𝐥 (mg/mL)

𝑪𝟎,𝐭𝐫𝐢 (mg/mL) 𝝆𝐭,𝐦𝐢𝐱 (kg/m3) 𝝉𝐭, 𝐭𝐫𝐞 𝝉𝐃 𝝉𝐬, 𝐥𝐞𝐮 𝝉𝐃 𝝉𝐭,𝐩𝐮𝐥𝐥 𝝉𝐃 𝝉𝐬,𝐭𝐫𝐢 𝝉𝐃

T 33.3 - - - 1438 90.3% - - - T20Leu 33.3 10 - - 1411

90.2% 37.2% - - T10Pul 33.3 - 4.5 - 1473 90.5% - 93.0%

- T20Pul 33.3 - 10.5 - 1510 90.6% - 87.9% - T3Tri 33.3

- - 1.3 1428 90.3% - - 62.3% T6Tri 33.3 - - 2.6 1425

90.3% - - 40.2% 2.4 Dry Powder Characterization Field Emission Scanning Electron Microscopy (Zeiss Sigma FE-SEM; Carl Zeiss, Oberkochen, Germany) was used to determine particle morphology for the inhalable vaccine candidates. Powder samples were mounted either directly onto aluminum SEM stubs (Product 16111; Ted Pella, Inc.; Redding, CA, USA) or onto carbon tape placed over the stubs. The former method included scraping the powder against the stubs in order to intentionally crack particles open to view the interior structure. The latter method was implemented to avoid intentional destruction of the particles in order to view the exterior structure. These samples were placed in a desiccator connected to an in-house vacuum system for 1-4 days to remove the exposed nanoemulsion droplets and prevent damage to the electron microscope. Following desiccation, the samples were sputtered with a coating of 80% gold and 20% palladium (Leica ACE600 Carbon/Metal

Coater; Concord, ON, Canada) to a thickness of 10-15 nm or with a coating of gold (Denton Vacuum Desk

II Sputter Coater; Denton, Moorestown, NJ, USA) to a thickness of approximately 16 nm. Images ranging from magnifications of 500 to 25000× were taken at a working distance of 5.4-6.8 mm using an accelerating voltage of 4-5 kV.

17 The solid phase of the powder was assessed by Raman spectroscopy to determine powder crystallinity for each spray-dried formulation using a custom dispersive Raman spectroscopy system. A detailed description of a similar apparatus has been published elsewhere [59]. All spectra were measured at a temperature of

22.0-23.0 °C and at less than 3% RH to prevent moisture exposure. Raman spectrum analysis was also conducted on crystalline trehalose, crystalline leucine, raw crystalline trileucine, crystalline Tris, and raw pullulan as references. Neat trehalose and neat trileucine from aqueous formulations were spray-dried with a bench top spray dryer under similar spray-drying conditions used in this study. These spray-dried trehalose and spray-dried trileucine powders were analyzed as amorphous references.

Reference spectra were also obtained for a liquid sample of squalene. The amorphous leucine spectrum was obtained by subtracting the water spectrum from a concentrated aqueous leucine solution (20 mg/mL) spectrum. It has been previously demonstrated that spectra of amorphous solids are similar to a concentrated aqueous solution of the solid [60].

Lung deposition was measured in vitro using a Next Generation Impactor (NGI) (Copley Scientific;

Nottingham, UK) with an Alberta Idealized Throat (AIT) attachment. The AIT mimics the general geometry of a human mouth-throat [61]. Grgic et al. [62] established that particle deposition using the model is in agreement with human experimental extrathoracic deposition data. A simplified schematic of this set up is shown in Figure 1.

18

Figure 1 In vitro aerosol performance testing apparatus [45]. The Alberta Idealized Throat was utilized to obtain a reasonable approximation of vaccine powder deposition in the human oral cavity and pharynx (mouth-throat) region.

The Next Generation Impactor consists of seven stages and a micro-orifice collector (MOC) for assessment of particle size distribution.

A commercial low resistance DPI (Seebri Breezhaler, Novartis International AG; Basel, Switzerland) was used to deliver the powder. The DPI has been characterized elsewhere [63]. The DPI was connected to the throat model using a custom 3D-printed mouthpiece adapter. A similar set up was used in Hoe et al. [45] and Carrigy et al. [37]. Inhalation flow rate was simulated via a critical flow controller (Critical Flow

Controller Model TPK 2000, Copley Scientific Limited; Nottingham, UK) connected to a vacuum pump (Maxima M16C, Fisher Scientific; Ottawa, ON, Canada). This set up was utilized to obtain an assessment of loss due to extrathoracic powder deposition under normal use. A similar procedure was followed as given in Carrigy et al. [37]. Prior to the experiment, the impactor stages, the micro-orifice collector (MOC) and the interior of the throat model were coated with silicone spray (Molykote 316 Silicone Release Spray, Dow

Corning Corporation; Midland, MI, USA) to mitigate particle bounce [64]. Powder was manually loaded into size 3 hydroxypropyl methylcellulose capsules (Quali-V-1; Qualicaps, Inc., Madrid, Spain) in a dry glovebox. Each capsule contained 41 ± 9 mg of powder. Actuation and inhalation was performed using three capsules in succession to obtain sufficient mass on the impactor stages and MOC for gravimetric

19 analysis. Inhalation was simulated at an inspiratory flow rate of 100 L/min over 2.4 seconds to achieve 4 L of air withdrawal as per the USP 601 monograph [65]. Experiments were performed in triplicate and conducted under ambient conditions. A two-tailed student’s t-test was used for analysis, where statistically significant differences were reported for p<0.05.

All gravimetric measurements were conducted with a microbalance (ME204E, Mettler Toledo;

Mississauga, ON, Canada). Capsules were weighed before and after powder loading to determine the mass of powder added. The DPI containing the loaded capsule was measured before and after actuation to determine the emitted dose, defined as the percentage of loaded mass that exited the inhaler. Lung dose was defined as the percentage of loaded mass that penetrated the throat model. Lung dose was calculated as the total powder deposition on the impactor stages relative to the loaded powder mass. Powder deposition was determined gravimetrically by measuring the stages before and after the experiment run. Correlation of mass distribution to particle size was based on stage cutoff diameters at 100 L/min flow rate, as determined elsewhere [66].

Mass median aerodynamic diameter, , and geometric standard deviation,

, of the deposited powder 𝑑a,50 𝜎g was calculated by fitting the data to a cumulative lognormal distribution function [37]. In this case,

𝑑a,50 and measured are for the powder that has deposited within the impactor, not the size distribution of the 𝜎g spray-dried formulations themselves. Real-time sampling during production to obtain the and of 𝑑a,50 𝜎g the spray-dried formulations could not be completed due to equipment issues. Data fitting was done using the MATLAB (MathWorks Inc., Natick, MA, USA) “Curve Fitting” application. For a given stage, the cutoff diameter was plotted as the upper size limit for each bin, and the deposition fraction for each bin was calculated with respect to the total amount of powder deposited on the stages.

As previously indicated, inhalable aerosols can be administered through the intranasal or pulmonary route.

The spray-dried powders investigated in this study were designed for delivery to the lungs through inhalation past the mouth. Powders designed for intranasal delivery through the nose would have to be

20 assessed for deposition through other methods; however, this model can be used to provide an indication of powder dispersibility for a given formulation.

2.5 Reconstituted Powder Characterization All samples were reconstituted to the feedstock concentrations with freshly dispensed MilliQ water for analysis. Nanoemulsion droplet diameter, polydispersity index, squalene concentration, GLA concentration, and ID93 presence were evaluated in the reconstituted powders. Similar experimental techniques were used previously to assess retention of vaccine components in spray-dried powder [23].

Mean hydrodynamic diameter and polydispersity of the nanoemulsion droplets in liquid formulations were measured using a dynamic light scattering technique (Zetasizer APS; Malvern, Worcestershire, UK).

Polydispersity index was calculated as the standard deviation of the measured size distribution divided by the mean hydrodynamic diameter, squared. Details of the measurement process have been described elsewhere [67]. Reported average and standard deviation measurements for each sample are from the same sample analyzed 3 times.

Squalene content was quantified using a reverse phase HPLC method. Separation of squalene from sample was performed on an Agilent 1200 HPLC (1200 HPLC; Agilent Technologies; Santa Clara, CA, USA) equipped with a silica-based, C18 reversed-phase column (Atlantis T3 Column; Waters; Elstree, UK).

Column temperature was held constant at 30 °C and analyte detection was accomplished using a charged aerosol detector (Corona CAD; ESA Biosciences; Chelmsford, MA, USA). Mobile phase A contained

75:15:10 (v/v/v) methanol:chloroform:water, 1% (v/v) acetic acid, and 20 mM ammonium acetate and mobile phase B contained 50:50 (v/v) methanol:chloroform, 1% (v/v) acetic acid, and 20 mM ammonium acetate. Samples were diluted in mobile phase B and injected with a gradient over 30 minutes. Squalene content was quantitated by peak area. Concentration measurements were made by interpolation of a curve generated from standards fitted with a second order polynomial. Reported average and standard deviation measurements for each formulation are from two separately prepared HPLC samples.

21 GLA content was also quantified using a reverse phase HPLC method, in which separation of GLA from sample was done with the same equipment and the same mobile phases. Samples were diluted in mobile phase B and injected with a gradient over 18 minutes. Column temperature was held constant at 30 °C.

GLA content was quantitated by peak height. Concentration measurements were made by interpolation of a curve generated from standards fitted with a second order polynomial. Reported average and standard deviation measurements for each formulation are from two separately prepared HPLC samples.

Due to insolubility in the HPLC buffers, samples that contained pullulan were diluted with the appropriate volume of mobile phase B, capped, and then centrifuged on an EZ-2 Mk2 centrifugal evaporator (Genevac

LTD, Ipswich, England) for 20 minutes on the low boiling point setting with a maximum temperature set to 35°C. A 200 uL aliquot of sample was transferred to a new HPLC vial and then injected as normal. An internal standard containing either GLA or squalene was included to ensure no analyte loss upon centrifugation or transfer. Care was used not to disturb the pullulan pellet upon transfer.

The presence of ID93 in formulated samples was determined using SDS-PAGE. Gel samples were prepared by mixing 4X LDS Buffer (Thermo Fisher Scientific, Waltham, MA, USA) spiked with 5% (v/v) β- Mercaptoethanol, a 20% (w/v) sodium dodecyl sulfate solution (Thermo Fisher Scientific, Waltham MA,

USA), and formulated sample in a 1:2:1 ratio. Prepared samples were heated in an 85°C water bath for 15 minutes, and then left to cool in a room temperature water bath. A precast, 4-20% Tris-Glycine SDS-PAGE gel (Thermo Fisher Scientific, Waltham, MA, USA) was prepared according to manufacturer’s instructions for denaturing gel electrophoresis using Tris-Glycine SDS Running Buffer (Thermo Fisher Scientific,

Waltham, MA, USA) and the recommended gel tank and power supply (Thermo Fisher Scientific,

Waltham, MA, USA). Cooled gel samples were centrifuged at 2000 RPM in a benchtop centrifuge (Thermo

Fisher Scientific, Waltham, MA, USA) for 2 minutes to collect the sample, and then briefly vortexed prior to loading onto the prepared gel. Mark12 ladder (data not shown) (Thermo Fisher Scientific, Waltham, MA,

USA) was diluted 1:4 with freshly dispensed MilliQ water and also run on the gel as a molecular weight marker to confirm the expected migration of ID93 through the gel. The gel was run at 180V for 65 minutes,

22 and then stained overnight using Sypro Ruby stain (Thermo Fisher Scientific, Waltham, MA, USA) according to the manufacturer’s instructions. Stained gels were imaged using a gel imaging system (ChemiDoc; Bio-Rad, Mississauga, ON, Canada) employing the manufacturer’s settings for Sypro Ruby stain. Duplicate gels were run to confirm the presence or absence of the ID93 monomer band.

3 Results and Discussion 3.1 Particle Morphology The particles for a given formulation exhibited consistent morphology. Representative SEM images of the inhalable vaccine candidates are shown in Figure 2. The spray-dried T formulation particles visually appear to be within respirable range. The particles’ surface ranges from smooth to slightly dimpled, which was consistent with previous studies on spray drying ID93+GLA-SE vaccine with trehalose [23] and spray- dried bacteriophages encapsulated in trehalose [41, 68]. The smooth disaccharide particle surface is undesirable in terms of powder dispersibility as smooth surfaces are more cohesive than rugose surfaces.

Interior analysis of cracked particles revealed the presence of many small voids. These voids are caused by the encapsulated nanoemulsion droplets within the amorphous trehalose matrix. Particle interiors feature either a large central void or many central voids (not shown) and exhibit a range of shell thicknesses, which was consistent with previous work [23].

Like the T formulation, the spray-dried T20Leu particles also appear to be within respirable range. Unlike the T formulation, T20Leu particle surfaces were rough, with many surface asperities. These surface asperities are likely individual leucine crystals. Similar surface morphology has been produced in spray- dried crystalline leucine and trehalose systems [34, 41]. The presence of leucine crystals at the particle surface was also predicted by the particle formation model; the formulation was designed such that leucine reached saturation on the surface early in the droplet evaporation process, providing the necessary time to form a shell on the surface before trehalose. Analysis of the cracked particle suggests that the T20Leu

23 particles are composed of a trehalose core that transitioned into a crystalline leucine surface layer. Like the

T particles, the nanoemulsion droplets are encapsulated within the spray-dried T20Leu particles.

Both the pullulan-containing formulations, T10Pul and T20Pul, produced dimpled particles which appear to be within respirable range. Increased number and depth of dimples was shown with increasing pullulan concentration. The surface particle morphology and increasing dimpling shown with increasing pullulan content were consistent with studies involving spray drying of trehalose-pullulan systems [37]. The dimpled morphology was not seen in the T particles, suggesting that the particle formation model correctly predicted that pullulan would enrich the surface. Interior particle morphology showed that the nanoemulsion droplets are encapsulated within the particle wall for both the pullulan containing formulations. Cracked particles appeared to be hollow, with a range of shell thicknesses (not shown). Unlike the T20Leu formulation, it was difficult to visually determine the presence or location of a radial pullulan-trehalose transition. Lack of clear transitional layer was expected as trehalose and pullulan are amorphous materials with no discernable visual difference at the given magnification.

The spray-dried formulations containing trileucine, T3Tri and T6Tri, produced highly folded particle surfaces, with increased wrinkles exhibited with increased trileucine concentration. Exterior particle morphology was consistent with previous work on spray-dried trileucine-trehalose systems, which produced particles with low particle density, i.e. containing interior or exterior void space, or both [41, 40].

Increased corrugation of particles with increasing trileucine concentration had also been demonstrated in other systems [39]. The trileucine layer at the surface of the particles was predicted by the particle formation model as the time for trileucine saturation preceded time for trehalose precipitation. Folded surface morphology was due to the formation of a trileucine shell early in the particle formation process [40]. The particles collapsed due to the lack of early shell mechanical strength during the drying process and thus appear rugose. Increased trileucine concentration led to earlier shell formation; thus, the formulation with higher trileucine content showed particles with increased levels of folding. The T6Tri formulation’s cracked particle image indicated that the nanoemulsion droplets were encapsulated within the particle. A cracked

24 particle could not be found for the T3Tri formulation; however, the interior morphology was expected to be similar to T6Tri interior morphology due to formulation similarity.

25 26 Figure 2 Low (left) and high (right) magnification SEM images of the inhalable vaccine candidates T, T20Leu, T10Pul,

T20Pul, T3Tri, and T6Tri from top to bottom. SEM images showed that exterior particle morphologies vary based on excipient combination. Images of cracked particles indicate the encapsulation of vaccine nanoemulsion droplets. Scale bars are shown on respective images.

3.2 Crystallinity Analysis The Raman spectra of the inhalable vaccine candidates were analyzed to determine the solid phase of the spray-dried powder. The reference spectra for amorphous and crystalline trehalose, squalene, amorphous and crystalline leucine, pullulan, and amorphous and crystalline trileucine are shown in Figure 3. The ID93 and GLA contributions were not considered due to their low mass fraction. The Raman spectra for the inhalable vaccine candidates are shown in Figure 4. The residual spectrum after partial deconvolution is given under the respective formulation. Partial deconvolution was completed by subtracting the amorphous trehalose, squalene, and Tris reference spectra for all inhalable candidates. Additionally, for the formulations with dispersibility enhancing agents, crystalline leucine, pullulan, and amorphous trileucine

27 reference spectra were subtracted from the T20Leu, T10Pul and T20Pul, and T3Tri and T6Tri formulations, respectively. Details on the deconvolution process are discussed elsewhere [60].

Figure 3 Reference spectra for the main components of the inhalable vaccine candidates: trehalose, squalene, leucine, pullulan, and trileucine. Amorphous and crystalline reference spectra are shown where applicable.

28 Figure 4 Raman spectra of spray-dried inhalable vaccine candidates. Respective residual spectra are given underneath the given inhalable candidate sample spectra. Primarily amorphous structure is shown in all candidates, as indicated by the relatively low intensity residual spectra. The leucine-containing T20Leu formulation was the only spectrum that exhibited some crystalline peaks. Peaks shown in the residual spectrum for the T20Leu formulation suggest that the leucine component was mostly crystalline.

Deconvolution indicated that the trehalose component of all formulations was completely amorphous, as expected. The amorphous trehalose spectrum dominated the sample spectra as trehalose was the most abundant component in all formulations, with a designed mass fraction of 65-81%. All spray-dried vaccine powders, except for the T20Leu formulation, exhibit fully amorphous spectra, as indicated by the relatively low intensity residual spectra. The T20Leu spectrum features several crystalline leucine peaks, most noticeably at 966 and 984 cm-1. The T20Leu formulation was designed to have a crystalline outer leucine layer, whereas all other formulations utilized dispersibility enhancing agents that were predicted to form an amorphous shell. These results provide additional evidence that the surface asperities shown in T20Leu morphology analysis are leucine crystals. Further spectral deconvolution indicated the presence of leucine

29 in its amorphous state, which is consistent with the findings of other studies [34]. This study considered formulations with dispersibility enhancing agents ≤20% by mass fraction in order to maximize the adjuvant dose in the powder. However, Feng et al. [34] previously established that a critical crystallization time for the given system must be surpassed in order for the leucine component to be completely crystalline. Leucine crystallinity can be improved by increasing the crystallization time, for example by either increasing the mass fraction or feed concentration.

3.3 Nanoemulsion Size Distribution The vaccine nanoemulsion droplets’ average diameter in the liquid formulation and reconstituted spray- dried powder are compared in Figure 5. The acceptable emulsion diameter range (80-160 nm) is represented by dashed red lines. The acceptance criteria are based on previously established quality control specifications for the nanoemulsion [69]. It is apparent that all formulations except T20Leu preserve emulsion diameter post-spray drying.

The trehalose control and both trileucine-containing formulations showed less than an 8% increase in emulsion diameter. These formulations had the highest relative mass fraction of trehalose, where trehalose composed 76-81% of the dry particles. High trehalose mass fraction increases the probability that the nanoemulsion droplets are surrounded by trehalose rather than other excipients. Similarly, a previous study involving spray-dried trehalose formulation at a higher feedstock concentration showed low increase in emulsion diameter of only 2-3% [23].

The T20Leu formulation’s measured emulsion droplet diameter was the largest, increasing 145% to 225 nm. The significant increase in droplet diameter strongly suggests that leucine promotes instability of the

GLA-SE membrane. The exhibited increase in emulsion diameter outside the acceptance limit removes the

T20Leu candidate from consideration for further development. Crystallinity analysis results have shown that the leucine component in the T20Leu candidate is mostly crystalline. Studies on the lyophilization of the vaccine have shown that crystalline lyophilisate increased the GLA-SE particle size after reconstitution [22]. However, particle size analysis on a similar spray-dried formulation containing only 5% leucine mass

30 fraction also showed an increase in emulsion droplet diameter from 94 nm to 178 nm on reconstitution (data not shown). It is highly likely that the leucine component of this spray-dried formulation with such a low leucine mass fraction (<10%) is primarily amorphous, according to Feng et al.’s work [34]. Therefore, crystallization of leucine may not be the only mechanism which destabilizes the GLA-SE membranes. It has been established that leucine molecules are able to penetrate DMPC monolayers in aqueous solutions [70]. Penetration of the lipid layer by an amino acid has been previously reported to cause membrane destabilization on dehydration and subsequent reconstitution [71]. Despite the similar molecular structure of leucine and trileucine, the trileucine-containing formulations did not exhibit a large increase in emulsion diameter.

Spray drying the pullulan-containing formulations led to an increase in emulsion droplet diameter of 28% and 53%, for T10Pul and T20Pul respectively. The increase in diameter for the T10Pul formulation is comparable to the increase in GLA-SE diameter of the lyophilized vaccine [22]. Increasing pullulan concentration appears to cause greater increase in nanoemulsion droplet diameter on reconstitution. The particle formation model predicted that pullulan enriches the surface, however, the time to true density occurs near the same time for the trehalose component. Particle morphology of these formulations suggests that the particles are likely composed of a pullulan and trehalose mixture, as there is no clear distinction between the pullulan and trehalose layers. This distribution of components increases the likelihood of the emulsion droplets becoming encapsulated by pullulan, or a pullulan and trehalose mixture during drying.

Addition of pullulan to stabilizing excipients has been previously shown to increase emulsion droplet size on reconstitution [72].

31 Figure 5 Droplet diameter of the nanoemulsion before and after spray drying. Addition of pullulan appears to increase the average droplet diameter slightly. Inclusion of leucine greatly increased the droplet diameter. Trehalose-only and trileucine-containing formulations preserved the droplet diameter. Striped bars represent measurements on the liquid feedstock formulations. Solid bars represent measurements on the reconstituted spray-dried powders. Error bars represent the standard deviation of three measurements. Dashed red lines indicate the acceptance limits.

The polydispersity index of the nanoemulsion droplets in the liquid formulation and the reconstituted spray- dried powder for all inhalable vaccine candidates is shown in Figure 6. Maximum acceptable polydispersity index was limited to 0.2, as represented by the dashed red line. The results show that spray drying increased the polydispersity index of all inhalable vaccine candidates. This result is to be expected as some of the dispersed nanoemulsion droplets will inevitably collide and merge into larger ones during the spray drying process, causing the size distribution to deviate from perfect monodispersity. However, the measured polydispersity index of all formulations, except for the T20Leu candidate, was within the preset target criteria (<0.2). Increased polydispersity index further suggests that leucine destabilized the emulsion membrane.

32 Figure 6 Polydispersity index of the nanoemulsion droplets before and after spray drying for the inhalable vaccine candidates. The graph indicates that the polydispersity index increased for all formulations after spray drying. The leucine-containing formulation had a polydispersity index greater than 0.2 post-spray drying. Striped bars represent measurements on the liquid feedstock formulations. Solid bars represent measurements on the reconstituted spray-dried powders. Error bars represent the standard deviation of three measurements. Dashed red line indicates the acceptance limit.

3.4 Squalene and GLA Content Comparison of squalene and GLA content between the feedstock and the reconstituted spray-dried powder for all inhalable candidates is shown in Table 4. Acceptance criteria was defined as ±20% of the target squalene concentration (5.73 mg/mL) and the target GLA concentration (3.33 μg/mL). No decrease in squalene content was detectable for any formulation, suggesting successful encapsulation of nanoemulsion droplets during spray drying. Therefore, addition of the chosen dispersibility enhancing agents did not negatively affect the encapsulation efficiency. Additionally, the successful retention of squalene indicates

33 that the employed processing conditions were applicable for the different formulations. Reported higher values in squalene content after spray drying may be due to assay variability.

Similarly, it is apparent that no decrease in GLA content was detected for any formulation. The successful retention of GLA over spray drying suggests that the addition of the chosen dispersibility enhancing agents did not interfere with GLA stabilization via trehalose. Reported higher values in GLA content after spray drying may be due to assay variability.

Table 4 Measured squalene and GLA content before and after spray drying for all inhalable candidates. All values are within 20% of the target.

Squalene Concentration (mg/mL) GLA Concentration (µg/mL)

Formulations Liquid Reconstituted Powder Liquid Reconstituted Powder

Acceptance Limits 4.58 - 6.88 2.66 – 4.00 T 6.31 ± 0.12

6.27 ± 0.07 3.72 ± 0.08 3.77 ± 0.00 T20Leu 6.11 ± 0.06

6.35 ± 0.14 3.57 ± 0.02 3.73 ± 0.07 T10Pul 5.71 ± 0.08

6.10 ± 0.07 3.66 ± 0.02 3.77 ± 0.05 T20Pul 5.93 ± 0.07

6.21 ± 0.08 3.73 ± 0.01 3.83 ± 0.02 T3Tri 6.21 ± 0.02

6.42 ± 0.10 3.67 ± 0.02 3.83 ± 0.05 T6Tri 6.37 ± 0.11

6.89 ± 0.07 3.64 ± 0.04 3.52 ± 0.12 3.5 ID93 Retention

ID93 presence was measured using SDS-PAGE analysis. Stained gels of the inhalable vaccine candidates and a control are shown in Figure 7. The ID93 band was present in all formulations with the exception of those that contained pullulan.

The absence of an ID93 band in the T10Pul and T20Pul formulations suggests that the addition of pullulan negatively affects the formulations’ ability to stabilize the ID93 protein, thus eliminating these formulations from consideration as inhalable candidates. Results were repeated for the pullulan-containing formulations (not shown) to confirm the absence of the ID93 band. Pullulan and trehalose excipient mixtures have successfully stabilized air-dried HSV-2 vaccine, however, pullulan alone has been shown to offer poor protection against desiccation, with significant loss in titer on drying and complete loss after only a week

34 of storage at room temperature [36]. Further investigation is required to determine why the ID93 band was not present in the pullulan-containing formulations.

Figure 7 SDS-PAGE analysis for ID93 presence based on existence and location of band. Analysis was completed on all inhalable vaccine candidates. SDS-PAGE analysis for a control ID93+GLA-SE formulation has been provided in the last lane for comparison. Analysis indicates that the ID93 band is present for all formulations except those containing pullulan. Relative ID93 content among different formulations cannot be determined based on band intensity as the figure shown was combined from different imaged gels.

3.6 Aerosol Performance Successful respiratory pharmaceutical delivery requires that an appropriate dose be delivered to the lung and that the powder deposits in the appropriate region of the lung. In this study, a throat model connected to an impactor was utilized to assess the dosage lost to mouth-throat deposition for each candidate under normal use. Lung dose was reported in this study rather than the commonly used measurement of fine

35 particle fraction, the fraction of deposited particles with a

≤ 5 μm. Fine particle fraction was not reported 𝑑𝑎 in this study as the set up utilized allows for the lung dose to be reported directly for a given candidate.

Table 5 compares the inhalable vaccine candidates’ overall aerosol performance and size distribution of the lung dose, that is, the powder which penetrated the throat model and deposited within the impactor. Mass distribution of each candidate, shown in Figure 8, was used to calculate size distribution. The bracketed values are greater than the minimum particle size expected to deposit on Stage 1 (6.12 µm). The larger 𝑑a,50 value indicates that these powders experienced greater deposition in the throat and on the first stage of the impactor due to significant particle aggregation.

Emitted dose for all inhalable candidates ranged from 84-97%. These results are very high for an experimental dry powder formulation, even outperforming some commercial DPI products [73]. However, the candidates exhibited markedly different performances in terms of lung dose.

Table 5 Emitted dose, lung dose, and particle size analysis of the deposited powder for all inhalable vaccine candidates after aerosol performance experiments. Emitted dose was defined as the mass of powder that has left the DPI, and lung dose was defined as the mass of powder that penetrates the throat model. Both parameters are given as a percentage of the powder dose mass loaded into the capsules. Size distribution parameters and were calculated via a fit to the cumulative 𝒅𝐚,𝟓𝟎 𝝈𝐠 lognormal distribution of the powder that deposited on the impactor stages. Results shown represent the average of triplicate measurements and error bars represent standard deviation. Statistically significant differences relative to the T formulation are marked with an asterisk. Bracketed values are greater than the Stage 1 cutoff diameter.

Formulation Emitted Dose (% Dose) Lung Dose (% Dose) (µm) 𝒅𝐚,𝟓𝟎 𝝈𝐠

T 87 ± 13 18 ± 0.5 5.7 ± 0.8 2.3 ± 0.1 T20Leu 97 ± 3*

32 ± 12 (8.8 ± 2.3)* 2.9 ± 0.6 T10Pul 89 ± 13 25 ± 3 (10.8 ± 0.3)*

2.5 ± 0.3 T20Pul 84 ± 12 19 ± 2 (6.4 ± 0.2)* 2.6 ± 0.3

T3Tri 93 ± 15 34 ± 6* 5.7 ± 0.2 4.2 ± 1.5 T6Tri 96 ± 6

33 ± 6* 5.4 ± 0.2 3.4 ± 0.4* 36 Figure 8 Mass distribution of the inhalable vaccine powder for each formulation. Depth of penetration varied based on formulation composition. The trileucine-containing formulations had the greatest penetration, with deposition measured on the micro-orifice collector (MOC) of the impactor. Results shown represent the average of triplicate measurements and error bars represent standard deviation.

The T formulation had the lowest mean lung dose of the investigated candidates. These results are expected as the T formulation did not include any dispersibility enhancing agents. The of the T formulation was 𝑑a,50 low compared to the other formulations, which would typically suggest that the formulation was well- dispersed. However, as shown in Figure 8, the T formulation deposited the lowest powder mass on Stage 1 as most of the powder aggregates deposited in the throat model instead. The lack of powder deposited on the later stages of the impactor further indicates that the T formulation was not well-dispersed. The low measured is due to the much higher level of particle aggregation as compared to the others. The high 𝑑a,50 level of aggregation led to most of the larger aggregates depositing in the throat prior to the impactor stages, as evidenced by the lowest lung dose.

37 The T20Leu formulation almost doubled lung dose as compared to the T formulation. This increase in aerosol performance was due to the designed rugose crystalline leucine surface layer of the T20Leu formulation, the presence of which was confirmed by morphology and solid state analysis. As discussed previously, increased rugosity and stiffness of the surface decreases the force of cohesion between particles and therefore make the powder more dispersible. These results showing that a crystalline leucine surface layer increases dispersibility of the powder was consistent with other studies. However, the fact that the measured was higher than the theoretical values suggests that many particles remained aggregated 𝑑a,50 after exiting the DPI. Feng et al. [34] demonstrated that increasing leucine concentration in spray-dried leucine-trehalose systems improves dispersibility of the powder. Similarly, Arora et al. [74] demonstrated that spray drying the drug voriconazole with 20% leucine increased dispersibility when tested using a similar DPI and NGI set up. Emitted dose for the spray-dried voriconazole formulation without leucine was only 58% but increased to 82% for the formulation containing 20% leucine. However, the dispersibility of a crystalline formulation is not solely dependent on the presence of surface crystals but also on their size and the number density of these surface crystals. Raula et al. [75] coated salbutamol sulphate microparticles with leucine at different saturation levels and assessed dispersibility of the powders using a commercial

DPI with a custom inhalation simulator. Morphological analysis found that increasing leucine content led to an increase in size and number density of asperities on the surface of the particles. The leucine coating improved particle dispersity over the uncoated particles, however, the authors found that the emitted dose decreased with further increasing leucine content. Smaller surface asperities may be more beneficial for improving particle dispersity as larger surface asperities may not reduce contact area and instead introduce mechanical interlocking forces between particles.

Neither of the pullulan-containing formulations improved lung dose significantly as compared to the T formulation. Particle surface morphology analysis showed that the addition of pullulan produced dented particles that still maintained an overall smooth surface. The dented surface morphology did not sufficiently reduce the forces of cohesion between the particles. The particle surface dimples may have been detrimental

38 in the present study due to the polydispersity of the powder as it is possible that the dimples in the larger particles may have provided an area for smaller particles to settle into, increasing the contact area between the two. Similarly, the measured particle sizes, which were larger than the theoretical predictions, also suggest a high level of particle aggregation. Particle dimples are shown to a higher extent with increased pullulan concentration, possibly explaining the lower aerosol performance of the T20Pul formulation compared to T10Pul. Previously, Carrigy et al. [41] showed that spray-dried pullulan-trehalose systems at different concentrations either improved or had the same aerosol performance as spray-dried trehalose microparticles. Their results found that a formulation containing 10% pullulan and 90% trehalose by mass improved the aerosol performance compared to spray-dried trehalose alone, however, a 40% pullulan and

60% trehalose formulation had an aerosol performance similar to that of trehalose alone. This suggests a point of diminishing returns for the addition of pullulan to improve powder dispersibility.

It is apparent that the trileucine-containing formulations, T3Tri and T6Tri, performed the best out of the tested inhalable vaccine candidates. These formulations were the only ones found to significantly improve the mean lung dose as compared to the T formulation. The measured 33-34% lung dose of these formulations is comparable to the lung dose obtained with commercial products. Ruzycki et al. [76] found that the lung dose, as a percentage of label claim, of six commercial DPI’s ranged from 19-35% at the minimum efficacious flow rate and 22-53% at a standard pressure drop. Similarly, the Borgstrom et al. [77] found that lung dose of two commercial Turbuhaler DPIs in asthmatic patients averaged 20.8% and 16.9%.

The measured for the trileucine-containing formulations was also the lowest out of all inhalable 𝑑a,50 candidates. The average values of the trileucine-containing formulations were the largest, indicating a 𝜎g wide range in particle size of the deposited powder. The dispersed powder size range is illustrated in Figure

8 where the trileucine containing formulations were the only candidates to exhibit powder deposition on all

NGI stages and the MOC. Altogether, these results indicate that the inclusion of trileucine led to superior ability to disperse the smaller particles in the powder.

39 The addition of trileucine produced the greatest change in particle morphology, where analysis indicated the production of large particles that were outside the intended size range. However, the SEM images showed that these particles are thin-shelled and hollow; this morphology suggests that the particles have low density and therefore, the aerodynamic diameter of the particles is much smaller than the geometric diameter. Powders composed of geometrically large particles are easier to disperse as the aerodynamic forces, which act to disperse the powder during inhalation, increase with increasing particle diameter [27].

Additionally, the designed wrinkled surface morphology due to trileucine surface accumulation decreases contact area between particles, theoretically improving powder dispersibility. Accumulation of trileucine on the particle surface is also expected to reduce surface energy. Previously, increased trileucine content has been shown to improve powder dispersibility through reduction of particle surface energy even when particle morphology was no longer changing with increasing concentration [39]. These factors likely all contributed to the improved aerosol performance of the trileucine-containing formulations in this study.

Based on the high dispersibility potential, the trileucine-containing formulations are the only ones which can deliver a portion of the vaccine in the peripheral region of the lung. Differences in the aerosol performance of the T3Tri and the T6Tri formulations were statistically insignificant, suggesting a similar level of trileucine particle surface coverage for both the T3Tri and the T6Tri formulations.

None of the inhalable vaccine candidates was completely dispersed to the predicted primary aerodynamic particle size of 3-4 µm. However, aerosol performance assessment was completed with an unoptimized DPI in this study. As explicitly noted in de Boer et al.’s [73] review paper on dry powder inhalation, successful pulmonary delivery of vaccines often requires further DPI development to improve efficiency and deep lung delivery. Recently, Sibum et al. assessed the aerosol performance and stability of isoniazid spray-dried with leucine or trileucine [78]. Their results found that use of the Cyclops DPI over a Twincer DPI improved the emitted dose of the 3% leucine, 5% leucine, and 3% trileucine formulations by approximately 40%,

25%, and 10%, respectively.

40 4 Conclusion This study demonstrates the use of particle engineering principles in the investigation of various excipients to improve aerosol performance of a complex inhalable vaccine formulation. In this study an excipient system was developed that encapsulated an adjuvanted subunit TB vaccine candidate formulated as a nanoemulsion via spray drying. Results found that the adjuvant system was successfully stabilized, with evidence shown that the antigen is present in the spray dried powder. Promising aerosol performance was achieved by adding a dispersibility enhancer, trileucine, to the formulation. This study also demonstrated the potential of the vaccine to be delivered as a respirable dosage to human lungs via inhalation using a

DPI. Published work on spray drying vaccines formulated as lipid-based dispersions has primarily focused on stabilization.

The demonstrated potential for pulmonary vaccine delivery creates options for vaccines, such as the model

TB vaccine investigated in this study, to be administered via an alternative route to traditional parenteral injection. Intranasal delivery of the spray-dried vaccine may be possible with adjustments to some particle properties, such as the size of the spray-dried particles, or switching to another delivery device.

Administration through inhalation mitigates risks associated with needle delivery such as needlestick injuries, needlestick waste, and transfer of bloodborne illnesses. Nevertheless, more work is needed to further characterize the storage stability of the inhalable spray-dried vaccine. Additionally, while the potential for pulmonary delivery has been demonstrated at this point it is not known which administration route will elicit the strongest immune response for this particular TB vaccine candidate. Preclinical in vivo studies must be completed to compare the effects of vaccine administration via different routes on immunogenicity and efficacy.

Acknowledgements and Disclosures This work was supported by federal funds from the National Institute of Allergy and Infectious Diseases,

National Institutes of Health, Department of Health and Human Services, under Contract

41 HHSN272201400041C. The authors would also like to thank Conor Ruzycki for designing the custom mouthpiece adaptor.

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📖 中文全文 Chinese Full Text

中文

# 喷雾干燥可吸入结核病疫苗候选物制剂平台的开发

**Mellissa Gomez, Joseph McCollum, Hui Wang, Mani Ordoubadi, Chester Jar, Nicholas B. Carrigy, David Barona, Isobel Tetreau, Michelle Archer, Alana Gerhardt, Chris Press, Christopher B. Fox, Ryan M. Kramer, Reinhard Vehring**

---

## 摘要

针对以呼吸道感染为主的传染病(如结核病),通过将疫苗直接递送至鼻腔或肺部以诱导黏膜免疫,有望增强保护效果。一种热稳定的可吸入干粉疫苗还具有摆脱冷链依赖的优势。本研究通过喷雾干燥技术,探究了佐剂亚单位结核病疫苗候选物ID93+GLA-SE的稳定可吸入干粉制剂配方。该疫苗候选物包含重组融合蛋白ID93以及由吡喃葡萄糖基脂质A(GLA)在角鲨烯乳剂(SE)中组成的佐剂系统。研究考察了添加亮氨酸(20% w/w)、普鲁兰多糖(10%、20% w/w)和三亮氨酸(3%、6% w/w)作为分散性增强剂,以海藻糖为稳定剂的效果。对每种制剂的颗粒形态和固态性质、纳米乳滴粒径、角鲨烯和GLA含量、ID93的存在情况以及气溶胶性能进行了评估。结果表明,添加亮氨酸可改善气溶胶性能,但复溶后乳滴聚集增加。添加普鲁兰多糖可保持乳滴粒径,但复溶后无法检测到抗原。海藻糖-三亮氨酸赋形剂制剂成功稳定了佐剂系统,并有证据表明在适合肺部递送的可吸入干粉形式中保留了抗原。

**关键词:** 喷雾干燥;结核病疫苗;可吸入递送;纳米包封;颗粒工程;分散性

---

## 1 引言

喷雾干燥是一种将液体产品干燥为由众多小颗粒组成的干粉的方法。简而言之,在喷雾干燥过程中,液体原料被雾化为小液滴。这些含有溶解或悬浮固体的液滴在干燥气体中蒸发形成颗粒。随后通过旋风分离器等装置将颗粒从气流中分离出来。喷雾干燥广泛应用于食品和制药工业,将活性成分包封于干粉中,从而保护其免受高温、高湿等潜在有害环境条件的影响[1]。此前已有研究利用喷雾干燥技术,以二糖海藻糖作为稳定剂,提高了实验性疫苗的稳定性[2, 3, 4, 5]。喷雾干燥还可对所得颗粒进行特定性质的工程设计,使其适合通过吸入方式经鼻内或肺部途径给药[6, 7, 8]。提高热稳定性和开发可吸入递送途径均可应用于疫苗,以提高其可及性。

干粉疫苗的临床前试验结果令人鼓舞。然而,由于通过吸入方式接种干粉疫苗是一个新兴领域,临床试验仍然有限。首个用于肺部递送的可吸入干粉疫苗——麻疹疫苗,于2013年完成了I期临床试验[9]。鉴于开发注射替代给药途径具有诸多优势,进一步的研究是必要的。呼吸道给药的一般优势包括方便使用、降低全身不良反应的发生率,以及由于直接靶向作用而减少所需药物用量。与注射给药相比,使用非侵入性给药途径降低了针刺伤的风险,从而减少了HIV等血源性疾病的传播。此外,注射复溶疫苗需要无菌水,而这在发达国家被视为理所当然的物资。此外,通过可吸入递送方式进行的黏膜免疫在针对可呼吸性疾病(如结核病)提供保护方面,可能比肠外注射更为有效[10]。

结核病(TB)是单一传染性病原体导致死亡的主要原因,2018年约有1000万人感染结核病[11]。结核病通过空气飞滴传播,使肺部成为主要感染部位[12]。目前,卡介苗(BCG)是唯一获批的结核病疫苗。BCG作为标准儿童免疫规划的一部分,在许多国家通过注射给药[11]。由于BCG的广泛使用,任何疗效上的改善都将产生重大影响。为此,研究者已探索了BCG的注射替代给药途径。动物模型研究表明,BCG疫苗通过呼吸道系统直接给药时,比注射给药能提供更好的结核病保护效果[13, 14, 10, 15]。Aguilo等人[10]证明,鼻内给予BCG而非皮下给药,可在结核病易感小鼠中提供针对肺结核的保护。Verreck等人[15]提出,肺部免疫可产生更为可靠的保护性局部免疫应答。最近,Price等人[6]将BCG疫苗喷雾干燥为一种热稳定的制剂形式,设计用于可吸入干粉递送。小鼠免疫研究表明,液体BCG疫苗、复溶的新鲜喷雾干燥BCG疫苗以及在25°C下储存两年的复溶喷雾干燥BCG疫苗在小鼠中诱导的细胞因子反应无显著差异。然而,尽管通过不同给药途径提高BCG疫苗疗效做出了努力,该疫苗仍存在若干局限性。其在人体中表现出基于地理位置的可变效力(0-80%)[16],仅对成人提供有限保护[11],对免疫功能低下的婴儿不安全[17],且无法有效预防潜伏性结核病转为活动性结核病[11]。人们正在开发替代性结核病疫苗以克服这些不足。

其中一种疫苗候选物是ID93+GLA-SE,这是一种佐剂亚单位疫苗,由重组融合抗原ID93和佐剂系统GLA-SE组成。佐剂系统的主要成分包括合成TLR4激动剂吡喃葡萄糖基脂质A(GLA)、角鲨烯纳米乳滴和作为乳化剂的DMPC。ID93+GLA-SE在动物模型中显示出良好的结果[18],并已进入II期临床试验[11]。根据世卫组织指南,已探索将该疫苗转化为热稳定制剂形式,重点关注有前景候选物的热稳定选项[19, 20]。冷冻干燥[21, 22]和喷雾干燥[23]均已被研究作为干燥方法,并被发现可赋予ID93+GLA-SE热稳定性。冻干疫苗候选物目前正在进行I期临床试验[24]。喷雾干燥被作为替代方法进行研究,因为其被认为比冷冻干燥更具可扩展性,可能具有更低的加工成本[25, 26],并且还允许对最终颗粒产品的形态和结构进行调控。此前关于ID93+GLA-SE喷雾干燥的研究集中于开发一种设计用于最终复溶和注射的制剂形式的稳定性,仅使用海藻糖作为稳定赋形剂[23]。喷雾干燥制剂所展示的令人鼓舞的结果促使了对ID93+GLA-SE可吸入制剂形式进行喷雾干燥的研究。

粉末的气溶胶呼吸道递送通过鼻腔或肺部途径进行,每种途径都有其最有效药物递送的最佳粒径范围。鼻腔给药时,药物颗粒或药物喷雾通常局部递送,而肺部递送的活性成分必须越过上段胸腔外气道,才能沉积在目标气管-支气管区域或目标肺泡区域[27]。因此,成功的肺部递送需要比鼻腔递送更小的颗粒(1-5 µm)(约20 µm),以及需要经过精心设计的更具流动性的药物颗粒[28, 29, 30, 31]。此外,为实现成功的肺部沉积,颗粒还必须不滞留在递送装置中,也不被呼出。因此,肺部递送的制剂开发可能更具挑战性。干粉制剂开发过程中需要考虑的两个最重要因素是空气动力学粒径和粉末的分散性[32]。然而,干粉吸入器(DPI)等递送装置通常由于粉末固有的内聚性而无法完全分散粉末。添加较大的载体颗粒是减少DPI内粉末滞留的传统方法。然而,添加的载体仅应用于强效活性成分,因为它们会降低每次吸入剂量的载药量。取而代之的是,可通过添加分散性增强剂(如亮氨酸、普鲁兰多糖和三亮氨酸)来利用颗粒工程改善粉末分散性。

亮氨酸是一种氨基酸,已被提议与海藻糖结合作为稳定生物制剂的系统[33]。喷雾干燥制剂中的亮氨酸组分被设计为形成完全结晶的粗糙外壳,以改善粉末的分散性[34, 35]。普鲁兰多糖是一种多糖,已在食品干燥工业和制药工业中用于提高热稳定性。据报道,由普鲁兰多糖与海藻糖干燥形成的薄膜可将减毒活疫苗或灭活病毒疫苗的热稳定性提高至在40°C下长达12周[36]。在正常喷雾干燥条件下,普鲁兰多糖和海藻糖均保持无定形状态[37]。三亮氨酸是一种三肽,已被证明在正常喷雾干燥条件下可在喷雾干燥颗粒上形成无定形层[38]。三亮氨酸层的形成已被证明可降低颗粒内聚性,从而改善气溶胶性能[39]。添加三亮氨酸还已被证明可改善悬浮在HFA227ea推进剂中的海藻糖微粒的稳定性[40]以及喷雾干燥噬菌体的稳定性[41]。

提高热稳定性和开发可吸入途径对结核病的干预尤为有益。本文研究了三种分散性增强剂——亮氨酸、普鲁兰多糖和三亮氨酸——用于生产适合吸入的喷雾干燥ID93+GLA-SE粉末。根据气溶胶性能和喷雾干燥后疫苗完整性的保持情况评估了可吸入候选物的成功与否。疫苗完整性的表征包括测试乳滴粒径分布的变化、角鲨烯和GLA含量以及ID93的存在情况。

---

## 2 材料与方法

### 2.1 材料

#### 化学试剂

使用纯度为98%的二水海藻糖作为喷雾干燥的主要稳定赋形剂(CAS 6138-23-4;Fisher Scientific,加拿大安大略省渥太华)。纯度为99%的L-亮氨酸(CAS 61-90-5;Fisher Scientific,加拿大安大略省渥太华)、普鲁兰多糖(CAS 9057-02-7;Alfa Aesar,美国马萨诸塞州蒂斯伯勒)和纯度≥90%的三亮氨酸(CAS 10329-75-6;Sigma Aldrich,加拿大安大略省奥克维尔)作为分散性增强材料进行研究。三(羟甲基)氨基甲烷(Tris)(CAS 77-86-1;Sigma Aldrich,加拿大安大略省奥克维尔)和盐酸(CAS 7647-01-0;Sigma Aldrich,加拿大安大略省奥克维尔)用作缓冲体系,用于在喷雾干燥前调节原料液的pH值。制剂使用HPLC级水(CAS 7732-18-5;Fisher Scientific,加拿大安大略省渥太华)或去离子水制备。ID93抗原和GLA-SE佐剂系统分别配制;这些组分的制备已在别处描述[23]。

#### 制剂组成

评估了六种制剂作为可吸入疫苗候选物。原料液组成和最终干燥颗粒的设计物质组成见表1。若干主要组分(包括海藻糖、GLA-SE、ID93和Tris缓冲液)的浓度在所有配制的液体原料液中保持恒定,如表中所列。

ID93蛋白在使用前以1.2 mg/mL的浓度储存于-80°C。角鲨烯浓度为10% v/v、GLA浓度为50 µg/mL的GLA-SE纳米乳剂在使用前储存于冰箱中。所有配制过程均从制备4 mg/mL的Tris开始。然后通过加入盐酸将Tris溶液调节至pH 7.5±0.1。初步研究发现缓冲体系对颗粒形态无明显影响。对于每种制剂,将海藻糖和相关的分散性增强剂溶解于缓冲Tris溶液的水中。完全溶解后,加入GLA-SE并轻轻混合。最后将ID93加入原料液中,以尽量减少蛋白与容器表面的潜在结合。

此前的研究[23]发现,通过将4 µg/mL的ID93、10 µg/mL的GLA和17.2 mg/mL的角鲨烯与100 mg/mL的海藻糖一起喷雾干燥,可实现疫苗候选物的高包封效率。本研究中保持相同的赋形剂、抗原和佐剂系统的比例,以实现高包封效率。可吸入给药途径的正确抗原和佐剂浓度尚未确定,未来可能需要增加。

**表1 人用可吸入疫苗候选物的制剂参数和设计的颗粒质量组成**

| 组分 | T | T20Leu | T10Pul | T20Pul | T3Tri | T6Tri | |------|---|--------|--------|--------|-------|-------| | **原料液组成(mg/mL)** | | | | | | | | 亮氨酸 | - | 10.0 | - | - | - | - | | 普鲁兰多糖 | - | - | 4.5 | 10.5 | - | - | | 三亮氨酸 | - | - | - | - | 1.3 | 2.6 | | 海藻糖 | 33.3 | 33.3 | 33.3 | 33.3 | 33.3 | 33.3 | | Tris(缓冲液) | 0.807 | 0.807 | 0.807 | 0.807 | 0.807 | 0.807 | | 角鲨烯 | 5.73 | 5.73 | 5.73 | 5.73 | 5.73 | 5.73 | | DMPC | 1.27 | 1.27 | 1.27 | 1.27 | 1.27 | 1.27 | | GLA | 0.0033 | 0.0033 | 0.0033 | 0.0033 | 0.0033 | 0.0033 | | ID93 | 0.0013 | 0.0013 | 0.0013 | 0.0013 | 0.0013 | 0.0013 | | 原料液总浓度 | 41.1 | 51.1 | 45.6 | 51.6 | 42.4 | 43.7 | | **颗粒组成(w/w)** | | | | | | | | 亮氨酸 | - | 20% | - | - | - | - | | 普鲁兰多糖 | - | - | 10% | 20% | - | - | | 三亮氨酸 | - | - | - | - | 3% | 6% | | 海藻糖 | 81% | 65% | 73% | 65% | 78% | 76% | | Tris(缓冲液) | 2% | 2% | 2% | 2% | 2% | 2% | | 角鲨烯 | 14% | 11% | 12% | 11% | 14% | 13% | | DMPC | 3% | 2% | 3% | 2% | 3% | 3% | | GLA | 0.01% | 0.01% | 0.01% | 0.01% | 0.01% | 0.01% | | ID93 | 0.003% | 0.003% | 0.003% | 0.003% | 0.003% | 0.003% |

### 2.2 喷雾干燥

喷雾干燥参数的选择基于此前涉及ID93+GLA-SE喷雾干燥的研究[23],旨在尽量减少加工过程中抗原或激动剂的损失。使用带有双流体雾化器的定制研究型喷雾干燥机[42]进行喷雾干燥。据报道,与使用振动筛网雾化器相比,使用双流体雾化器可显著减少雾化步骤中对剪切和温度敏感蛋白的降解[43, 44]雾化器的气液比为8,对应的质量中位初始液滴直径约为9 µm。雾化器的表征已在别处描述[45]。

采用相对较低的干燥气体温度65°C,以尽量减少温度依赖性降解。其他喷雾干燥参数使用能量和平衡模型[46]计算,以实现出口相对湿度低于10%和较低的出口温度。以低出口湿度为目标是为了实现较低的(2-3%)粉末含水量,因为过度干燥也可能导致蛋白降解。选择较低的出口温度是为了限制粉末在旋风分离器收集过程中所承受的温度。使用蠕动泵(型号77200-60;Cole-Parmer,加拿大魁北克省蒙特利尔)以0.6 mL/min的速率向雾化器供应原料液,干燥气体流速设定为200 SLPM,从而获得约36°C的较低出口温度。粉末在干燥条件下储存,待后续表征。

### 2.3 颗粒设计

#### 可呼吸范围

本研究的目标颗粒空气动力学直径范围选择为3-4 µm。使用公式1计算产生目标粒径范围内颗粒所需的原料液浓度范围,其中$d_a$为空气动力学直径,$\rho_P$为颗粒密度,$\rho^*$为参考密度(1000 kg/m³),$c_F$为原料液浓度,$d_D$为液滴直径[38]。该方程的推导细节可在别处找到[38]。

$$d_a = \sqrt[3]{\frac{6}{\rho^* \cdot c_F} \cdot \rho_P \cdot d_D^2}$$

此前的研究表明,喷雾干燥ID93+GLA-SE疫苗可产生具有不同壳层厚度的颗粒[23]。该制剂的材料密度估计为1438 kg/m³。此前关于乳液喷雾干燥[47, 48]和含亮氨酸制剂喷雾干燥[34]的研究表明,所得颗粒为空心颗粒,具有不同程度的壳层厚度。含三亮氨酸制剂的喷雾干燥已被证明可产生具有外部空隙空间的颗粒[39]。基于这些发现,初步计算假设本研究中的平均颗粒包含约30%的空隙空间。因此,颗粒密度可大致近似为1000 kg/m³。根据加工条件预测初始液滴直径为9 µm。基于这些假设,原料液浓度必须在37至88 mg/mL之间,才能获得3至4 µm的颗粒尺寸。

#### 选择赋形剂以改善粉末分散性

空气动力学粒径是粉末在肺部沉积能力的强有力指标。因此,将颗粒聚集体分散为初级颗粒至关重要;否则,聚集的小颗粒在空气动力学上会表现为较大的颗粒,并可能在到达肺部之前沉积。然而,被动递送装置(如DPI)仅能提供有限的分散力,因为它们完全依赖患者的吸入气流来解聚所装载的粉末剂量。因此,有必要降低粉末固有的内聚性以改善分散性。粉末内聚性可以用相邻颗粒之间的接触力学来描述。基于理论内聚模型(如Li-DMT模型[49]),可通过降低表面能、减小表面变形性和减小接触面积来降低两个颗粒之间的内聚力$F_c$。

本研究中研究的赋形剂——亮氨酸、普鲁兰多糖和三亮氨酸——预期可降低颗粒之间的内聚力。本研究中所有研究的分散性增强剂的质量分数限制在最大20%,以最大化粉末中的佐剂剂量。选择亮氨酸是因为据报道它通过形成结晶表面层来改变喷雾干燥颗粒的表面形态。增加亮氨酸浓度可将颗粒表面从光滑形态变为具有波纹表面的固体颗粒[34, 35]。亮氨酸浓度的进一步增加进一步将颗粒形态变为粗糙的空心颗粒。由于晶体表面粗糙度增加导致的表面粗糙度增加预期可降低颗粒之间的有效接触面积。此外,结晶外层形成预期与无定形颗粒表面相比可降低表面的变形性。Feng等人[34]报道,在其给定的喷雾干燥参数下,亮氨酸-海藻糖系统中需要25%的亮氨酸质量分数才能实现亮氨酸的完全结晶。因此,选择20%的亮氨酸质量分数用于T20Leu制剂,以促进晶体生长,从而改善粉末分散性。

选择普鲁兰多糖是因为据报道它可在普鲁兰多糖-海藻糖系统中引入颗粒折叠[37]。表面形态的变化可能降低有效接触面积,具体取决于颗粒的取向。Carrigy等人[37]报道,折叠的、不规则形状颗粒的形成随着普鲁兰多糖浓度的增加而增加,并且与仅含海藻糖的制剂相比,普鲁兰多糖-海藻糖系统中10%的亮氨酸质量分数略微改善了气溶胶性能。基于这些结果,选择10%的普鲁兰多糖质量分数用于T10Pul制剂,以改变表面形态从而促进分散性的改善。由于据报道颗粒折叠随着普鲁兰多糖含量的增加而增加,因此还研究了T20Pul制剂中20%的普鲁兰多糖质量分数。

选择三亮氨酸是因为据报道随着浓度的增加,它可形成高度褶皱的颗粒表面,并且已被证明可降低喷雾干燥颗粒的表面能[39, 40]。高度粗糙的颗粒表面形态预期可降低颗粒之间的接触面积,降低的表面能预期可降低颗粒之间的内聚力。Wang等人[40]证明,在三亮氨酸-海藻糖系统中,当三亮氨酸质量分数为1.0%时,颗粒形态呈现粗糙状。当三亮氨酸质量分数增加至5.0%时,颗粒表面粗糙度显著改善。由于三亮氨酸的溶解度限制,本研究选择T6Tri制剂中6%(w/w)的三亮氨酸进行研究。选择6%这一相对较高的质量分数是为了促进颗粒表面粗糙度的增加,从而降低颗粒内聚性。本研究还研究了T3Tri制剂中3%的较低质量分数,以确定在赋形剂成本较低的制剂中是否能获得类似的性能。

#### 颗粒形成模型

此前的研究已报道了诱导表面形态变化所需的亮氨酸、普鲁兰多糖和三亮氨酸的质量分数。然而,这些研究使用了不同的喷雾干燥加工条件。加工条件的变化将影响干燥液滴内各组分的分布。使用一个简单的颗粒形成模型[50]来预测所研究制剂的干燥时间和组分分布,以验证分散性剂是否会在给定的喷雾干燥参数下在颗粒外部形成壳层。

随着液滴干燥,制剂组分的径向浓度梯度由两个机制控制:后退的液滴表面和溶质从表面向液滴中心的扩散[50, 51]。前者机制会增加表面浓度,而后者会降低表面浓度。这种关系可以用无量纲的佩克莱数$Pe$来描述。

佩克莱数是蒸发速率$\kappa$与组分i的扩散系数$D_i$之比,如公式2所示。当$Pe$接近1或更小时,材料相对于后退的液滴表面能够快速扩散,因此将均匀分布。对于较大的$Pe$,该组分预期相对不移动,因此会在液滴表面积累。

$$Pe_i = \frac{\kappa}{8D_i}$$

$Pe$可用于确定给定组分的表面富集。表面富集是组分的表面浓度$c_{s,i}$相对于其在液滴内的平均浓度$c_{m,i}$的比值。$Pe$小于20的组分的表面富集可使用公式3近似计算[38],其中稳态表面富集值$E_{ss}$假设液滴内溶质浓度以与平均浓度相同的速率变化。

$$E_{ss} = \frac{c_{s,i}}{c_{m,i}} \approx 1 + \frac{Pe_i}{5} + \frac{Pe_i^2}{100} - \frac{Pe_i^3}{4000}$$

$Pe$值大于20的稳态表面富集可使用公式4近似计算[50]。关于$Pe$和表面富集的进一步讨论可在别处找到[50]。

$$E_{ss} \approx \frac{Pe_i}{3 + 0.363}$$

$E_{ss}$用于近似计算颗粒壳层形成的时间。对于不结晶的组分,预期开始形成壳层的时间是组分在表面达到相当于其真密度$\rho_{t,i}$的浓度所需的时间$\tau_{t,i}$。对于结晶的组分,预期开始形成壳层的时间是组分在表面达到临界过饱和度$C_{sol,i}$的时间$\tau_{s,i}$。$\tau_{t,i}$由公式5给出,其中$C_{0,i}$是组分i的初始浓度,$\rho_{t,i}$是其材料真密度,$\tau_D$是液滴干燥时间。由于研究的制剂包含多种组分,计算了混合物的真密度$\rho_{t,mix}$并替代$\rho_{t,i}$。$\rho_{t,mix}$的计算已在别处描述[37]。$\tau_{s,i}$由公式6给出,其中$C_{sol,i}$是组分i的溶解度。

$$\tau_{t,i} = \tau_D \left[1 - \left(\frac{C_{0,i}}{\rho_{t,i} \cdot E_i}\right)^{2/3}\right]$$

$$\tau_{s,i} = \tau_D \left[1 - \left(\frac{C_{0,i}}{C_{sol,i} \cdot E_i}\right)^{2/3}\right]$$

在干燥气体温度65°C下,纯水滴的蒸发速率为3.7×10⁻⁹ m²/s[51]。普鲁兰多糖的扩散系数近似为2.8×10⁻¹¹ m²/s[37]。海藻糖在水中的扩散系数$D_{tre}$使用公式7计算为3×10⁻¹⁰ m²/s[52],其中$w_s$为溶质的质量分数,$T$为液滴温度(单位为K),即301 K[23]。该方程通过拟合海藻糖在水溶液中扩散的实验数据获得[53]。

$$D_{tre} = \frac{5 \times 10^{-8} \cdot e^{-13(w_s)^{1.1}} \cdot e^{-1500 \cdot 1.9 \cdot w_s}}{T}$$

其他溶质的扩散系数基于分子尺寸使用爱因斯坦-斯托克斯方程近似计算。GLA-SE纳米乳滴在扩散计算中被视为一个组分。纳米乳滴的扩散系数此前已使用爱因斯坦-斯托克斯方程近似为5.3×10⁻¹² m²/s,假设纳米乳滴作为水分散体保持稳定并可被视为纳米颗粒[23]。

肽的尺寸基于其质量使用公式8近似计算,假设肽呈球形[54]。公式8确定肽的$R_{min}$,即能容纳其质量的最小球体的半径。$R_{min}$以nm为单位,$M$为肽的分子量,以Da为单位。基于此公式,亮氨酸的扩散系数近似为6.3×10⁻¹⁰ m²/s,三亮氨酸的扩散系数近似为4.5×10⁻¹⁰ m²/s。

$$R_{min} = 0.066 M^{1/3}$$

未对ID93进行分布计算,因为此前的研究报告估计96%的抗原与佐剂相关联[55]。所给定组分的密度和溶解度文献值总结于表2中。表2还显示了每种组分的计算$Pe$和$E_{ss}$值。

**表2 喷雾干燥可吸入疫苗候选物主要组分的文献密度和溶解度值,以及计算的$Pe_i$和$E_{ss,i}$值**

| 组分 | 密度(kg/m³) | 溶解度(mg/mL) | $Pe_i$ | $E_{ss,i}$ | |------|-------------|----------------|--------|-----------|