Nasal Drug Delivery and Nose-to-Brain Delivery Technology Development Status and Trend Analysis: Based on Questionnaire Survey and Patent Analysis
Abstract
:1. Introduction
2. Materials and Methods
2.1. Literature Research and Market Analysis
2.2. Questionnaire Survey
2.3. Patent Analysis
2.3.1. Data Sources and Search Methods
2.3.2. Topic Evolution Analysis Based on the LDA Model
- (a)
- Based on the bibliometric method, the present situation and trend of technology development are studied through the introduction of quantitative indicators and the analysis of quantitative trends. Zhang [22] summarized the evolution of virtual reality technology by using keyword frequency. Yoon [23] used patent technology classification to analyze technology evolution. Although this method can judge the trend of technology development, the description of the evolution of patent technology is too rough to make in-depth use of the large amount of useful information contained in the patent text and, therefore, cannot meet the need to explore the direction of technology evolution in a specific field.
- (b)
- Based on the patent citation analysis method, the flow of technological innovation is reflected through the directed citation relationship between patents. Verspagen [24] constructed a fuel cell patent citation network to extract the technology evolution path. Huang [25] applied the co-classification analysis of patent citations to the field of 3D printing to reveal the technology hotspots and technology development track. Although the method based on patent citation analysis has high accuracy, it has the disadvantage of time lag. Some patents that are cited less frequently but contain important technical information are easy to be ignored, resulting in inaccurate results.
- (c)
- Based on the text mining method, the evolution analysis was carried out by extracting technical information from unstructured text data, such as patent title and abstract. Zhu [26] used the Latent Dirichlet Allocation topic model to extract the subject words of patent text, extract the technical nodes whose text similarity exceeded the threshold, and generate the technical evolution path. Hu [27] used the LDA model to extract the technical themes of the new energy automobile industry and show the development trend of industrial technology. The research on this kind of method has gradually formed a research trend that focuses on the application of LDA and its extended model, supplemented by other text mining technologies, such as word embedding and deep learning. This kind of method is often combined with the first two kinds of methods and has attracted wide attention.
3. Results and Discussions
3.1. Market Analysis Results
3.2. Questionnaire Survey Results
3.3. Patent Analysis
3.3.1. Overall Trends
Patent Application Trends
Technology Life Cycle
3.3.2. Area Layout
Source Countries of the Technology
Target Market Countries
3.3.3. Leading Institutions
3.3.4. Technical Composition
Physical Shape
Delivery Substances
Excipients
Delivery Device
Delivery Method
3.3.5. Technical Hotspot
3.3.6. Topic Evolutionary Analysis
Topic Evolutionary Analysis Based on the LDA Model
Technology Evolution Path
3.4. Summary of Patent Analysis
4. Conclusions and Future Outlook
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
BBB | Blood–brain barrier |
CNS | Central nervous system |
N2BD | Nose-to-brain delivery |
CMO | Contract Research Organization |
CDMO | Contract Development and Manufacturing Organization |
R&D | Research and development |
FDA | Food and Drug Administration |
NMPA | National Medical Products Administration |
EMA | European Medicines Agency |
PDMA | Pharmaceuticals and Medical Devices Agency |
IPC | International Patent Classification |
CPC | Cooperative Patent Classification |
LDA | Latent Dirichlet Allocation |
TIAB | Title and/or abstract |
No. | Number |
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Rank | Generic Name | ATC Classification |
---|---|---|
1 | Mometasone | Corticoid |
2 | Xylometazoline | Adreneptor agonists |
3 | Fentanyl | Phenyloperidol derivatives |
4 | Fluticasone | Corticoid |
5 | Azelastine | Non-corticoid antiallergic drugs |
6 | Dexofenol + Xylometazoline (Combinations) | Adrenreceptor agonist (without corticosteroids) |
7 | Sumatriptan | Selective serotonin receptor agonists |
8 | Budesonide | Corticoid |
9 | Zelastine + Fluticasone (Combinations) | Corticosteroids + non-corticosteroids |
10 | Desmopressin | Pressin and its analogs |
Active Ingredient | Brand Name | Therapy for | Approval Time | Applicant Holder | Device |
---|---|---|---|---|---|
Nicotine | Nicotrol® | Smoking cessation | 1996 | Pfizer Inc. (New York, NY, USA) | Reusable nasal spray device |
Sumatriptan | Imitrex® | Migraine | 1997 | GlaxoSmithKline (London, UK) | Disposable pre-filled nasal spray device |
Dihydroergotamine mesylate | Migranal® | Migraine | 1997 | Bausch Health US LLC (West Laval, QC, Canada) | Nasal spray device |
Zolmitriptan | Zomig® | Migraine | 2003 | Amneal pharmaceuticals LLC (Bridgewater, NJ, USA) | Disposable pre-filled nasal spray device |
Naloxone hydrochloride | Narcan® | Opioid overdose | 2015 | Emergent Operations Ireland Ltd. (Dublin, Ireland) | Disposable pre-filled nasal spray device |
Sumatriptan | OnzetraXsail® | Migraine | 2016 | Currax Pharmaceuticals LLC (Brentwood, UK) | Xsail® system |
Sumatriptan | Tosymra® | Migraine | 2019 | Upsher Smith Laboratories LLC (Maple Grove, MN, USA) | Disposable pre-filled nasal spray device |
Midazolam | Nayzilam® | Epilepsy | 2019 | Ucb Inc. (Brussels, Belgium) | Disposable pre-filled nasal spray device |
Esketamine hydrochloride | Spravato® | Depression | 2019 | Janssen pharmaceuticals Inc. (Raritan, NJ, USA) | Disposable pre-filled nasal spray device |
Diazepam | Valtoco® | Epilepsy | 2020 | Neurelis Inc. (San Diego, CA, USA) | Disposable pre-filled nasal spray device |
Dihydroergotamine mesylate | Trudhesa® | Migraine | 2021 | Impel pharmaceuticals Inc. (Seattle, WA, USA) | POD® system |
Naloxone hydrochloride | Kloxxado® | Opioid overdose | 2021 | Hikma pharmaceuticals usa Inc. (Richmond, VA, USA) | Disposable pre-filled nasal spray device |
Varenicline | Tyrvaya® | Dry Eye Disease | 2021 | Oyster Point Pharma Inc. (Princeton, NJ, USA) | Reusable nasal spray device |
Zavegepant | Zavzpret® | Migraine | 2023 | Pfizer Inc. (New York, NY, USA) | Disposable pre-filled nasal spray device |
Naloxone hydrochloride | Naloxone Hydrochloride | Opioid overdose | 2023 | Amphastar pharms Inc. (Rancho Cucamonga, CA, USA) | Disposable pre-filled nasal spray device |
Rank | Applicant | No. | Application Renewal Period |
---|---|---|---|
1 | HealthPartners (Bloomington, MN, USA) | 31 | 2005–2020 |
2 | Nastech Pharmaceutical Company Inc. (New York, NY, USA) | 16 | 2001–2014 |
3 | Pherin Pharmaceuticals Inc. (Mountain View, CA, USA) | 15 | 1993–2001 |
4 | Columbia University in the City of New York (New York, NY, USA) | 13 | 2005–2021 |
5 | OptiNose (Yardley, PA, USA) | 13 | 2006–2019 |
6 | Par Pharmaceutical Inc. (New York, NY, USA) | 11 | 2004–2016 |
7 | Massachusetts Eye&Ear Infirmary (Boston, MA, USA) | 8 | 2012–2022 |
8 | University of Minnesota (Minneapolis, MN, USA) | 8 | 2012–2017 |
9 | Impel Neuropharma Inc. (Seattle, WA, USA) | 6 | 2012–2019 |
10 | Fudan University (Shanghai, China) | 6 | 2002–2020 |
Classification Number | Interpretation | Number of Patents |
---|---|---|
A61K9/12 | Aerosol; Foam | 58 |
A61K9/06 | Ointments(gel) | 45 |
A61K9/08 | Solutions | 35 |
A61K9/127 | Liposome | 33 |
A61K9/51 | Microspheres, microcapsules | 30 |
A61K9/107 | Emulsions | 29 |
A61K9/14 | Fine granules, e.g., powders | 29 |
A61K9/72 | For smoking or inhalation | 28 |
A61K9/16 | Lumps;granulates; microbeadlets, e.g., microparticles | 18 |
A61K9/70 | Reticulate, sheet or filament bases | 12 |
Classification Number | Interpretation | Number of Patents |
---|---|---|
A61K31 | Pharmaceutical preparations containing organic active ingredients, e.g., amino acids, aryl alkylamines and morphinan derivatives | 339 |
A61K38 | Pharmaceutical preparations containing peptides, e.g., Insulin, cellulase, growth factors | 134 |
A61K36 | Pharmaceutical preparations containing undetermined structures from algae, mosses, fungi or plants or derivatives thereof, e.g., traditional herbal medicines | 61 |
A61K35 | Pharmaceutical preparations containing substances of undetermined composition or reaction products, e.g., hematopoietic stem cells; mesenchymal stem cells; neural stem cells | 58 |
A61K39 | Pharmaceutical preparations containing antigens or antibodies, e.g., protease inhibitors, hormones and viral antigens | 42 |
A61K48 | Pharmaceutical preparations containing genetic material, said genetic material being inserted into cells of a living organism for the treatment of hereditary diseases; gene therapy | 25 |
Classification of Excipients | Classification Number | Interpretation | Number of Patents |
---|---|---|---|
Organic compounds | A61K47/10 | Alcohols; phenols; their salts, e.g., glycerol; polyethylene glycol [PEG]; poloxamer; PEG/POE alkyl ethers | 54 |
A61K47/26 | Carbohydrates, e.g., sugar alcohols, amino sugars, nucleic acids, monosaccharides, disaccharides or oligosaccharides; their derivatives, e.g., polysorbates, sorbitan fatty acid esters or liquorice sweeteners | 23 | |
A61K47/12 | Carboxylic acids; their salts or anhydrides | 18 | |
A61K47/14 | Carboxylic acid esters, e.g., fatty acid monoglycerides, medium chain triglycerides, parabens or PEG fatty acid esters | 16 | |
A61K47/24 | Containing atoms other than carbon, hydrogen, oxygen, halogens, nitrogen or sulphur, e.g., cyclomethicone or phospholipids | 16 | |
A61K47/186 | Quaternary ammonium compounds, e.g., benzalkonium chloride or cetrimide | 9 | |
A61K47/20 | Containing sulphur, e.g., dimethyl sulphoxide [DMSO], docusate, sodium dodecyl sulphate or sulphamic acid | 9 | |
A61K47/22 | Heterocyclic compounds, e.g., ascorbic acid, tocopherol or pyrrolidone | 8 | |
A61K47/28 | Steroidal compounds, e.g., cholesterol, bile acids or glycyrrhizic acid | 8 | |
A61K47/183 | Amino acids, e.g., glycine, EDTA or aspartame | 7 | |
Macromolecular organic or inorganic compounds | A61K47/36 | Polysaccharides; their derivatives, such as gum, starch, alginate, dextrin, hyaluronic acid, chitosan, inulin, agar or pectin | 34 |
A61K47/38 | Cellulose; its derivatives | 26 | |
A61K47/42 | Proteins; peptides; their degradation products; their derivatives, e.g., albumin, gelatine or zeinolysin | 19 | |
A61K47/40 | Cyclodextrins; their derivatives | 17 | |
A61K47/34 | Macromolecular compounds not obtained by reactions involving only carbon-carbon unsaturated bonds, such as polyesters, polyamino acids, polysiloxanes, polyphosphonitrile, copolymers of polyalkylene glycols or poloxamers | 16 | |
A61K47/32 | Macromolecular compounds obtained by reactions involving only carbon-carbon unsaturated bonds, such as carbomer {poly(meth)acrylate or polyvinylpyrrolidone} | 11 | |
Inorganic compounds | A61K47/02 | Inorganic compounds | 17 |
Modifiers | A61K47/64 | Drug-peptide, drug-protein or drug-polyamino acid affixes, i.e., the modifier is a peptide, protein or polyamino acid covalently bound or complexed with a therapeutically active agent. | 15 |
A61K47/60 | Organic macromolecular compounds are polyalkylene oxide oligomers, polymers or dendritic polymers, e.g., PEG, PPG, PEO or polyglycerol | 8 | |
A61K47/6811 | Protein or peptide, e.g., transferrin or bleomycin | 7 |
Category | Mechanism of Action | Examples |
---|---|---|
Absorption enhancers | Increase membrane fluidity and open tight junctions in the intercellular space. | Nonionic surfactants (PEG400, PEG3500, polysorbate 20, polysorbate 80, etc.), cyclodextrins and their derivatives, bile salts (sodium deoxycholate, sodium glycocholate, and sodium taurate), modified vitamin E, polyethylene glycol lithium dodecahydroxystearate, and alkyl glycosides. |
Bioadhesives | Slow drug clearance from nasal cilia by increasing the drug residence time through increased viscosity. | Chitosan, hyaluronic acid, and Gellan gum. |
Enzyme inhibitors | Protect drugs from enzymatic degradation. | Camostat mesylate, cyclosporine A, and rifampicin. |
Immune adjuvants | Enhance the immune response by promoting antigen uptake. | Toxoids, cytokines, and Toll-like receptor agonists. |
Main Delivery Device | Classification Number (IPC/CPC) | Interpretation | No. |
---|---|---|---|
Inhalers | A61M15/08 | Inhalation devices inserted into the nose | 56 |
A61M15/009 | Use of medication packages with incorporated spray devices, e.g., aerosol cans | 18 | |
A61M15/0021 | Inhaler interface | 15 | |
A61M15/0098 | Mechanical respiratory triggering—activated by exhalation | 12 | |
A61M15/0065 | Inhalers with dosage or measurement devices | 9 | |
A61M15/002 | With an airflow regulator | 4 | |
A61M15/0085 | Use of ultrasound | 4 | |
A61M15/0086 | Inhalation chamber | 3 | |
Sprayers or nebulizers specially adapted for therapeutic purposes | A61M11/02 | Operated by air pressure applied to the liquid (or other product) to be sprayed or nebulized | 14 |
A61M11/007 | Syringe-type or piston-type nebulizers or atomizers | 10 | |
A61M11/06 | Injector type | 8 | |
A61M11/005 | Using ultrasound | 5 | |
A61M11/008 | Operated by mechanical pressure applied to the liquid to be sprayed or atomized—by squeezing, e.g., using flexible bottles | 4 | |
A61M11/04 | Operated by vapor pressure applied to the liquid to be sprayed or atomized | 3 |
Nasal Device | Available Dosage Form | Physical Shape | Manufacturer | Main Patent Application No. |
---|---|---|---|---|
Aptar | Nasal drops, nasal spray | Liquid (solution) and powder | Aptar, Crystal Lake, IL, USA | US17625439, US16469703, US17630366, etc. |
ViaNase (electronic atomiser) | Nasal spray | Liquid (solution) | Kurve Technology, Lynnwood, WA, USA | / |
Precision olfactory delivery (semi-disposable unit dose delivery) | Nasal spray | Liquid (solution) and powder | Impel Pharmaceuticals, Seattle, WA, USA | US14017048 |
SipNose (pressurized delivery) | Nasal spray | Liquid (solution) | Sipnose, Yokne’am Illit, Israel | US10549052 |
OptiNoseTM (insufflator) | Nasal spray | Liquid (solution) and powder | Optinose, Yardley, PA, USA | US14167928 |
Naltos | Nasal spray | Powder | Alchemy, St Mary’s Mill, UK | US10492013 |
ArcherFish | Nasal spray | Liquid (solution) and powder | Mystic, Seattle, WA, USA | US13770861 |
Spravato | Nasal spray | Liquid (solution) and powder | Janssen, Titusville, NJ, USA | US16675780 US18023637 |
Evolutionary Type | Description |
---|---|
Newborn | Emerging themes that have only low or no correlation with themes from earlier time windows |
Survive | Theme attention is in a stable trend |
Split | New themes derived from existing themes that have high correlation but are not very similar to the current theme |
Merge | Converging themes that have some correlation with multiple antecedent themes and are the result of multiple themes converging together |
Shrink | Theme attention is downwardly trending |
Dissolve | Themes generated in subsequent time windows that have no relevance, or very low relevance, to any of the existing themes |
Time Window | Topics and Keywords |
---|---|
1990–1994 | 1_T0: Steroids Administered Nasally to the Hypothalamus 1_T1: Compounds Acting on the Hypothalamus |
1995–1999 | 2_T0: Intranasal Administration of Steroids 2_T1: Calcitonin, Polymer 2_T2: Intranasal Administration of Vitamin B12 2_T3: CNS and Migraine Headache 2_T4: CNS and Vitamins 2_T5: Nasal Administration of Progesterone to the Hypothalamus 2_T6: Polyvinyl Alcohol and Growth Factors |
2000–2004 | 3_T0: Vitamin B12 and Acetylcholinesterase Inhibitors 3_T1: Migraine Alzheimer’s 3_T2: CNS, Parkinson’s Disease, Hypothalamus 3_T3: Transnasal Therapeutic Agents for Migraine Headaches 3_T4: Meningitis Inhibitor Kit (Transnasal) 3_T5: Herbal Medicine Transnasal Treatment for Ischemic Brain Disease 3_T6: Nasal Spray, Hyperosmolar Sugar Composition, Plant Essential Oil 3_T7: Apomorphine Combination Nasal Delivery Formulation 3_T8: CNS Naloxone Nasal Administration 3_T9: CNS and Dopamine Agonists 3_T10: Meningitis and Mucosal Vaccines 3_T11: Nalmefene Hydrochloride Nasal Delivery Formulation 3_T12: DELTA-9-Tetrahydrocannabinol (THC) Delivery |
2005–2009 | 4_T0: ACE Inhibitors Blood–Brain Barrier 4_T1: Sialic Acid, Rhepo 4_T2: CNS, Peptides, Obesity 4_T3: CNS, Macromolecules, Iron Chelator Deferoxamine (DFO) 4_T4: Vitamin B12, Blood–Cerebrospinal Fluid Barrier 4_T5:Aerosol, Herbal Rhinitis, Clenbuterol |
2010–2014 | 5_T0: Nasal Gel, Poloxamer, CNS 5_T1: Growth Factors Lysosomes 5_T2: CNS, Liposomes, Nasal Powder 5_T3: Drug Delivery Devices, Olfactory Zone, Propellants 5_T4: Sem grafts, Depression, Parkinson’s Disease 5_T5: Trigeminal Nerve, Botox 5_T6: Antibiotics, Brain Injury 5_T7: Vitamin B12, CSF 5_T8: CNS, NSAIDs, Alzheimer’s disease 5_T9: Polymer Nanoparticles |
2015–2019 | 6_T0: Disposable Transnasal Brain-Targeted Drug Delivery Device 6_T1: Nasal Spray for Neurodegenerative Diseases 6_T2: Chitosan, Stem Cells, Alzheimer’s Disease 6_T3: CNS, Gene Therapy, Nanotechnology 6_T4: CNS, Puerarin, AD, Peptides 6_T5: CNS, Liposomes, Poloxamer 6_T6: Intranasal Delivery of Glutamate Carboxypeptidase (GCP-II) Inhibitors 6_T7: Traumatic Brain Injury, Peptide-Mimicking Calpain Inhibitors 6_T8: Polymer Nanoparticle Drug Delivery System 6_T9: Transnasal Microemulsions 6_T10: Stem Cells |
2020–2023 | 7_T0: Alzheimer, Dantrolene 7_T1: Exosomes, Stem Cells, Nanoscale 7_T2: Calamus, Blood–Brain Barrier, Neurons 7_T3: Stem Cell, CNS, mRNA 7_T4: COVID-19, Respiratory System, Coronavirus 7_T5: N-Acetyl Cysteine (NAC), Brain Injury 7_T6: Polymers, Liposomes, Aromatic Dialdehydes 7_T7: Brain Injury, Polymers, Nanostructured Lipid Carriers (NLC) 7_T8: Modified Emulsion, Nasogel 7_T9: CNS, Olfactory Region Delivery 7_T10: Antidepressant, Nasal mucosa, Liposome 7_T11: Chitosan Nanocomplexes |
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© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
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Ge, Y.; Xu, X.; Cao, M.; Liu, B.; Wang, Y.; Liao, P.; Wang, J.; Chen, Y.; Yuan, H.; Chen, G. Nasal Drug Delivery and Nose-to-Brain Delivery Technology Development Status and Trend Analysis: Based on Questionnaire Survey and Patent Analysis. Pharmaceutics 2024, 16, 929. https://doi.org/10.3390/pharmaceutics16070929
Ge Y, Xu X, Cao M, Liu B, Wang Y, Liao P, Wang J, Chen Y, Yuan H, Chen G. Nasal Drug Delivery and Nose-to-Brain Delivery Technology Development Status and Trend Analysis: Based on Questionnaire Survey and Patent Analysis. Pharmaceutics. 2024; 16(7):929. https://doi.org/10.3390/pharmaceutics16070929
Chicago/Turabian StyleGe, Yuanyuan, Xingying Xu, Meng Cao, Baijun Liu, Ying Wang, Ping Liao, Jiajing Wang, Yifei Chen, Hongmei Yuan, and Guiliang Chen. 2024. "Nasal Drug Delivery and Nose-to-Brain Delivery Technology Development Status and Trend Analysis: Based on Questionnaire Survey and Patent Analysis" Pharmaceutics 16, no. 7: 929. https://doi.org/10.3390/pharmaceutics16070929
APA StyleGe, Y., Xu, X., Cao, M., Liu, B., Wang, Y., Liao, P., Wang, J., Chen, Y., Yuan, H., & Chen, G. (2024). Nasal Drug Delivery and Nose-to-Brain Delivery Technology Development Status and Trend Analysis: Based on Questionnaire Survey and Patent Analysis. Pharmaceutics, 16(7), 929. https://doi.org/10.3390/pharmaceutics16070929