Realizing Lobe-Specific Aerosol Targeting in a 3D-Printed In Vitro Lung Model
Delivery of aerosols to isolated lobes of the lungs would be beneficial for diseases that have lobe-specific effects, such as cancer, pneumonia, and chronic obstructive pulmonary disorder. Recent computational fluid-particle dynamic (CFPD) modeling has demonstrated that in low flow rates, the inlet...
Saved in:
Published in | Journal of aerosol medicine and pulmonary drug delivery Vol. 34; no. 1; pp. 42 - 56 |
---|---|
Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
United States
01.02.2021
|
Subjects | |
Online Access | Get full text |
ISSN | 1941-2711 1941-2703 1941-2703 |
DOI | 10.1089/jamp.2019.1564 |
Cover
Loading…
Abstract | Delivery of aerosols to isolated lobes of the lungs would be beneficial for diseases that have lobe-specific effects, such as cancer, pneumonia, and chronic obstructive pulmonary disorder. Recent computational fluid-particle dynamic (CFPD) modeling has demonstrated that in low flow rates, the inlet location of a particle at the mouth dictates the lobe into which it will deposit. However, realization of this lobe-specific deposition has yet to be attempted experimentally or in the clinic. To address this, we sought to develop a proof-of-concept
model and targeting device for achieving lobe-specific delivery.
Using 3D printing, a lung replica was created from a computed tomography scan of a healthy 47-year-old male volunteer and connected to a flow setup to control inlet flow rate and outlet airflow distribution to each lobe. A device was designed and fabricated that directs particles to an inlet location that is 5% of the total inlet area and described by radial coordinates (
,
). Filter paper at sampling ports for each lobe was used to capture fluorescent polystyrene particles to quantify particle collection. We evaluated lobe-specific targeting at varied inlet coordinates, particle diameters, inlet flow rates, and disease lobe flow rate distribution profiles.
Guided by CFPD modeling, inlet locations were identified that increased particle collection to a target lobe between 63% and 90%. For example, release of fluorescent particles at the inlet location
= 4.67 mm,
= 252° with respect to the center of the inlet using 1 μm particles, 1 L/min inlet flow rate, and healthy subject lobe flow distribution profile yielded 90% of the aerosol dose to the right upper lobe, corresponding to an increase of 4.6 × above the non-targeted percent particle collection. Particle size, inlet flow rate, and disease airflow distributions were all shown to generally decrease the efficiency of lobe-specific targeting.
Our results indicate that aerosol targeting of a specific lobe is possible
under optimized conditions and that controlling inlet locations could be a potentially useful method for treatment of lobe-specific diseases. This is the first demonstration of lobe-specific particle collection in a physical lung model and illuminates numerous challenges that will be faced as this method is translated to clinical applications. |
---|---|
AbstractList | Delivery of aerosols to isolated lobes of the lungs would be beneficial for diseases that have lobe-specific effects, such as cancer, pneumonia, and chronic obstructive pulmonary disorder. Recent computational fluid-particle dynamic (CFPD) modeling has demonstrated that in low flow rates, the inlet location of a particle at the mouth dictates the lobe into which it will deposit. However, realization of this lobe-specific deposition has yet to be attempted experimentally or in the clinic. To address this, we sought to develop a proof-of-concept
model and targeting device for achieving lobe-specific delivery.
Using 3D printing, a lung replica was created from a computed tomography scan of a healthy 47-year-old male volunteer and connected to a flow setup to control inlet flow rate and outlet airflow distribution to each lobe. A device was designed and fabricated that directs particles to an inlet location that is 5% of the total inlet area and described by radial coordinates (
,
). Filter paper at sampling ports for each lobe was used to capture fluorescent polystyrene particles to quantify particle collection. We evaluated lobe-specific targeting at varied inlet coordinates, particle diameters, inlet flow rates, and disease lobe flow rate distribution profiles.
Guided by CFPD modeling, inlet locations were identified that increased particle collection to a target lobe between 63% and 90%. For example, release of fluorescent particles at the inlet location
= 4.67 mm,
= 252° with respect to the center of the inlet using 1 μm particles, 1 L/min inlet flow rate, and healthy subject lobe flow distribution profile yielded 90% of the aerosol dose to the right upper lobe, corresponding to an increase of 4.6 × above the non-targeted percent particle collection. Particle size, inlet flow rate, and disease airflow distributions were all shown to generally decrease the efficiency of lobe-specific targeting.
Our results indicate that aerosol targeting of a specific lobe is possible
under optimized conditions and that controlling inlet locations could be a potentially useful method for treatment of lobe-specific diseases. This is the first demonstration of lobe-specific particle collection in a physical lung model and illuminates numerous challenges that will be faced as this method is translated to clinical applications. Background: Delivery of aerosols to isolated lobes of the lungs would be beneficial for diseases that have lobe-specific effects, such as cancer, pneumonia, and chronic obstructive pulmonary disorder. Recent computational fluid-particle dynamic (CFPD) modeling has demonstrated that in low flow rates, the inlet location of a particle at the mouth dictates the lobe into which it will deposit. However, realization of this lobe-specific deposition has yet to be attempted experimentally or in the clinic. To address this, we sought to develop a proof-of-concept in vitro model and targeting device for achieving lobe-specific delivery. Methods: Using 3D printing, a lung replica was created from a computed tomography scan of a healthy 47-year-old male volunteer and connected to a flow setup to control inlet flow rate and outlet airflow distribution to each lobe. A device was designed and fabricated that directs particles to an inlet location that is 5% of the total inlet area and described by radial coordinates (r,θ). Filter paper at sampling ports for each lobe was used to capture fluorescent polystyrene particles to quantify particle collection. We evaluated lobe-specific targeting at varied inlet coordinates, particle diameters, inlet flow rates, and disease lobe flow rate distribution profiles. Results: Guided by CFPD modeling, inlet locations were identified that increased particle collection to a target lobe between 63% and 90%. For example, release of fluorescent particles at the inlet location r = 4.67 mm, θ = 252° with respect to the center of the inlet using 1 μm particles, 1 L/min inlet flow rate, and healthy subject lobe flow distribution profile yielded 90% of the aerosol dose to the right upper lobe, corresponding to an increase of 4.6 × above the non-targeted percent particle collection. Particle size, inlet flow rate, and disease airflow distributions were all shown to generally decrease the efficiency of lobe-specific targeting. Conclusions: Our results indicate that aerosol targeting of a specific lobe is possible in vitro under optimized conditions and that controlling inlet locations could be a potentially useful method for treatment of lobe-specific diseases. This is the first demonstration of lobe-specific particle collection in a physical lung model and illuminates numerous challenges that will be faced as this method is translated to clinical applications.Background: Delivery of aerosols to isolated lobes of the lungs would be beneficial for diseases that have lobe-specific effects, such as cancer, pneumonia, and chronic obstructive pulmonary disorder. Recent computational fluid-particle dynamic (CFPD) modeling has demonstrated that in low flow rates, the inlet location of a particle at the mouth dictates the lobe into which it will deposit. However, realization of this lobe-specific deposition has yet to be attempted experimentally or in the clinic. To address this, we sought to develop a proof-of-concept in vitro model and targeting device for achieving lobe-specific delivery. Methods: Using 3D printing, a lung replica was created from a computed tomography scan of a healthy 47-year-old male volunteer and connected to a flow setup to control inlet flow rate and outlet airflow distribution to each lobe. A device was designed and fabricated that directs particles to an inlet location that is 5% of the total inlet area and described by radial coordinates (r,θ). Filter paper at sampling ports for each lobe was used to capture fluorescent polystyrene particles to quantify particle collection. We evaluated lobe-specific targeting at varied inlet coordinates, particle diameters, inlet flow rates, and disease lobe flow rate distribution profiles. Results: Guided by CFPD modeling, inlet locations were identified that increased particle collection to a target lobe between 63% and 90%. For example, release of fluorescent particles at the inlet location r = 4.67 mm, θ = 252° with respect to the center of the inlet using 1 μm particles, 1 L/min inlet flow rate, and healthy subject lobe flow distribution profile yielded 90% of the aerosol dose to the right upper lobe, corresponding to an increase of 4.6 × above the non-targeted percent particle collection. Particle size, inlet flow rate, and disease airflow distributions were all shown to generally decrease the efficiency of lobe-specific targeting. Conclusions: Our results indicate that aerosol targeting of a specific lobe is possible in vitro under optimized conditions and that controlling inlet locations could be a potentially useful method for treatment of lobe-specific diseases. This is the first demonstration of lobe-specific particle collection in a physical lung model and illuminates numerous challenges that will be faced as this method is translated to clinical applications. |
Author | Feng, Yu Fromen, Catherine A. Kolewe, Emily L. |
Author_xml | – sequence: 1 givenname: Emily L. surname: Kolewe fullname: Kolewe, Emily L. organization: Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, Delaware, USA – sequence: 2 givenname: Yu surname: Feng fullname: Feng, Yu organization: School of Chemical Engineering, Oklahoma State University, Stillwater, Oklahoma, USA – sequence: 3 givenname: Catherine A. surname: Fromen fullname: Fromen, Catherine A. organization: Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, Delaware, USA |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/32678723$$D View this record in MEDLINE/PubMed |
BookMark | eNp1kEtPg0AQxzemxj706tFw9ALuiwWOTX01odFo43WzC0OzDbC4wEE_vZC2Hkw8zWT-j2R-czSpbQ0IXRMcEBwnd3tVNQHFJAlIKPgZmpGEE59GmE1-d0KmaN62e4wF4YJdoCmjIoojymZo8waqNN-m3nmp1eC_N5CZwmTeEpxtbeltldtBN-qm9pTH7v1XZ-oOcm9dex-mc9ZL-0Hd2BzKS3ReqLKFq-NcoO3jw3b17KcvT-vVMvUzyuLOj0BRSjXHDHghSCyU5jphYVbkWtHhmlMOhQ5FlFNFchoKoRlmRaKHO6ZsgW4PtY2znz20naxMm0FZqhps30rKKU8SzogYrDdHa68ryGXjTKXclzwRGAz8YMiGf1sHhcxMpzpj684pU0qC5QhajqDlCFqOoIdY8Cd2av4n8AOqbX6P |
CitedBy_id | crossref_primary_10_1016_j_powtec_2022_117520 crossref_primary_10_1016_j_powtec_2024_119853 crossref_primary_10_3389_fceng_2022_1086031 crossref_primary_10_1016_j_device_2024_100514 crossref_primary_10_3390_pharmaceutics13071051 crossref_primary_10_1021_acs_est_4c08315 crossref_primary_10_1016_j_addr_2023_114831 crossref_primary_10_1016_j_addr_2022_114341 crossref_primary_10_1016_j_compbiomed_2021_105132 crossref_primary_10_1016_j_resp_2023_104024 crossref_primary_10_1016_j_compbiomed_2022_106058 crossref_primary_10_1016_j_ijheatmasstransfer_2023_124916 crossref_primary_10_1002_aic_17452 crossref_primary_10_1016_j_compchemeng_2023_108458 crossref_primary_10_1208_s12249_023_02619_3 crossref_primary_10_1021_acsaenm_4c00562 |
Cites_doi | 10.1089/jamp.2011.0905 10.1016/j.jaerosci.2018.03.003 10.1152/jappl.2001.91.6.2735 10.3390/bioengineering4040090 10.1016/j.jbiomech.2006.01.006 10.1164/rccm.200210-1181SO 10.1089/jamp.2016.1349 10.1007/s10439-013-0954-8 10.1121/1.3592216 10.1115/1.4038896 10.1088/0957-4484/19/45/455103 10.1007/s10439-013-0747-0 10.1016/j.ijheatmasstransfer.2008.04.052 10.1016/j.tibtech.2007.11.001 10.1136/jcp.13.1.27 10.1016/j.jbiomech.2012.10.028 10.1016/0020-7225(93)90017-O 10.1001/archsurg.1973.01350130051011 10.1089/089426800418659 10.1016/j.compbiomed.2014.06.008 10.1007/s10494-006-9047-1 10.1158/1078-0432.CCR-06-1096 10.1002/aic.14157 10.1148/radiol.12120385 10.1016/j.jaerosci.2016.12.001 10.1038/nrd2153 10.1155/2012/941243 10.2514/3.12149 10.1089/089426803769017659 10.1080/08958378.2017.1315196 10.1089/jamp.2015.1270 10.1017/S0022112065000824 10.1089/jamp.2010.0836 10.1158/1078-0432.CCR-09-3015 10.1177/0954411911430188 10.1089/jamp.2016.1326 10.1152/japplphysiol.01233.2007 |
ContentType | Journal Article |
DBID | AAYXX CITATION NPM 7X8 |
DOI | 10.1089/jamp.2019.1564 |
DatabaseName | CrossRef PubMed MEDLINE - Academic |
DatabaseTitle | CrossRef PubMed MEDLINE - Academic |
DatabaseTitleList | PubMed MEDLINE - Academic |
Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Pharmacy, Therapeutics, & Pharmacology |
EISSN | 1941-2703 |
EndPage | 56 |
ExternalDocumentID | 32678723 10_1089_jamp_2019_1564 |
Genre | Research Support, Non-U.S. Gov't Journal Article |
GroupedDBID | --- 0R~ 29J 4.4 5GY 7X7 AAYXX ABBKN ABJNI ABUWG ACGFS ACIWK ACPRK ADBBV AENEX AFRAH AHMBA ALIPV ALMA_UNASSIGNED_HOLDINGS BENPR BNQNF BPHCQ CITATION CS3 DU5 EBS F5P FYUFA IAO IER IHR IM4 INH INR M1P O9- PROAC RML UE5 88E 8FI 8FJ AFKRA BVXVI CAG CCPQU COF EJD HMCUK ITC NPM PHGZM PHGZT PJZUB PPXIY PQQKQ PSQYO UKHRP 7X8 SCNPE |
ID | FETCH-LOGICAL-c238t-7ea222b403e4f6186ab4b935cfdba203ed24efb567d2a1d2566b303f9b24e023 |
ISSN | 1941-2711 1941-2703 |
IngestDate | Fri Sep 05 05:29:02 EDT 2025 Mon Jul 21 05:55:54 EDT 2025 Tue Jul 01 03:02:04 EDT 2025 Thu Apr 24 23:11:55 EDT 2025 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 1 |
Keywords | device development lobe targeting targeting lobe specific in vitro/in silico model 3D printing |
Language | English |
License | https://www.liebertpub.com/nv/resources-tools/text-and-data-mining-policy/121 |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c238t-7ea222b403e4f6186ab4b935cfdba203ed24efb567d2a1d2566b303f9b24e023 |
Notes | ObjectType-Case Study-2 SourceType-Scholarly Journals-1 ObjectType-Feature-4 content type line 23 ObjectType-Report-1 ObjectType-Article-3 |
PMID | 32678723 |
PQID | 2424994316 |
PQPubID | 23479 |
PageCount | 15 |
ParticipantIDs | proquest_miscellaneous_2424994316 pubmed_primary_32678723 crossref_citationtrail_10_1089_jamp_2019_1564 crossref_primary_10_1089_jamp_2019_1564 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2021-02-01 2021-02-00 20210201 |
PublicationDateYYYYMMDD | 2021-02-01 |
PublicationDate_xml | – month: 02 year: 2021 text: 2021-02-01 day: 01 |
PublicationDecade | 2020 |
PublicationPlace | United States |
PublicationPlace_xml | – name: United States |
PublicationTitle | Journal of aerosol medicine and pulmonary drug delivery |
PublicationTitleAlternate | J Aerosol Med Pulm Drug Deliv |
PublicationYear | 2021 |
References | B42 B21 B43 B22 Huynh BK (B23) 2017; 30 B44 B45 B24 B25 B26 B27 B28 B29 Celikoglu F (B17) 2008; 6 Byers TE (B4) 1984; 72 Bennett WD (B16) 2002 B30 B31 B10 B32 B11 B33 B12 B34 B13 B35 B14 B36 B15 B37 B38 B19 B2 B3 B5 Rau JL (B1) 2004; 50 B6 B7 B8 B9 Feng Y (B18) B41 |
References_xml | – ident: B34 doi: 10.1089/jamp.2011.0905 – ident: B33 doi: 10.1016/j.jaerosci.2018.03.003 – ident: B42 doi: 10.1152/jappl.2001.91.6.2735 – ident: B26 doi: 10.3390/bioengineering4040090 – ident: B41 doi: 10.1016/j.jbiomech.2006.01.006 – ident: B7 doi: 10.1164/rccm.200210-1181SO – ident: B22 doi: 10.1089/jamp.2016.1349 – ident: B15 doi: 10.1007/s10439-013-0954-8 – ident: B36 doi: 10.1121/1.3592216 – ident: B32 doi: 10.1115/1.4038896 – ident: B43 doi: 10.1088/0957-4484/19/45/455103 – ident: B35 doi: 10.1007/s10439-013-0747-0 – ident: B19 doi: 10.1016/j.ijheatmasstransfer.2008.04.052 – volume: 50 start-page: 367 year: 2004 ident: B1 publication-title: Respir Care – ident: B14 doi: 10.1016/j.tibtech.2007.11.001 – start-page: 15179 year: 2002 ident: B16 publication-title: J Aerosol Med – ident: B12 doi: 10.1136/jcp.13.1.27 – ident: B13 doi: 10.1016/j.jbiomech.2012.10.028 – ident: B30 doi: 10.1016/0020-7225(93)90017-O – ident: B3 doi: 10.1001/archsurg.1973.01350130051011 – ident: B38 doi: 10.1089/089426800418659 – ident: B6 doi: 10.1016/j.compbiomed.2014.06.008 – ident: B27 doi: 10.1007/s10494-006-9047-1 – ident: B18 publication-title: 2018 Design of Medican Devices Conference – ident: B5 doi: 10.1158/1078-0432.CCR-06-1096 – ident: B44 doi: 10.1002/aic.14157 – ident: B2 doi: 10.1148/radiol.12120385 – volume: 72 start-page: 1271 year: 1984 ident: B4 publication-title: J Natl Cancer Inst – ident: B29 doi: 10.1016/j.jaerosci.2016.12.001 – ident: B10 doi: 10.1038/nrd2153 – ident: B45 doi: 10.1155/2012/941243 – ident: B28 doi: 10.2514/3.12149 – ident: B21 doi: 10.1089/089426803769017659 – ident: B24 doi: 10.1080/08958378.2017.1315196 – ident: B11 doi: 10.1089/jamp.2015.1270 – volume: 6 start-page: 545 year: 2008 ident: B17 publication-title: Cancer Ther – ident: B31 doi: 10.1017/S0022112065000824 – ident: B8 doi: 10.1089/jamp.2010.0836 – ident: B9 doi: 10.1158/1078-0432.CCR-09-3015 – ident: B25 doi: 10.1177/0954411911430188 – volume: 30 start-page: 1 year: 2017 ident: B23 publication-title: J Aerosol Med Pulm Drug Deliv doi: 10.1089/jamp.2016.1326 – ident: B37 doi: 10.1152/japplphysiol.01233.2007 |
SSID | ssj0061463 |
Score | 2.3483217 |
Snippet | Delivery of aerosols to isolated lobes of the lungs would be beneficial for diseases that have lobe-specific effects, such as cancer, pneumonia, and chronic... Background: Delivery of aerosols to isolated lobes of the lungs would be beneficial for diseases that have lobe-specific effects, such as cancer, pneumonia,... |
SourceID | proquest pubmed crossref |
SourceType | Aggregation Database Index Database Enrichment Source |
StartPage | 42 |
Title | Realizing Lobe-Specific Aerosol Targeting in a 3D-Printed In Vitro Lung Model |
URI | https://www.ncbi.nlm.nih.gov/pubmed/32678723 https://www.proquest.com/docview/2424994316 |
Volume | 34 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3db9MwELe67oUXxDflYzISGg9ZShK7TfJYoGjANlVTQOUpsh1nqlQlqEuEtjf-c8524qSwSoOXKLJsN-ld7n62736H0GtKpnkIfgOsH-EuzQjcBaFwBaWwOBCcEKqSk0_Ppsdf6eflZDkY_Opnl1R8LK5vzCv5H6lCG8hVZcn-g2TtpNAA9yBfuIKE4XorGZ8Dyltd6zylkktX15LPV8KZSfB95dpJdJh3k7XCHPLBXWwUP4SKAHa-rapN6ZzAx64Loq13wFTWzNUewhtmgXoNL6kC7rJNfeHAaBXeYXfnv5Rr-VPvlM719snJuEOcxrZ8r22L4ksotpIRndm4vxkR-G38srWfMfXdIGzsp-y3eaRvdJsdzL5yGQtquLYaX2w4x_-y8l4Um-oCinDUj8eK8KbzZ-0Z_h9uzgYf6mP3KE7V-FSNT9X4PbQfwErDG6L9d_OzxXnrzgG-6HJ89s1a5s8ofrv9BNvIZsdyRcOW5B662wgSz4zy3EcDWTxAhwtDWH51hJMu_-7yCB_iRUdlfvUQnVoNw1sahhsNw1bD8KrADHcahj8VWGsYVhqGtYY9QsnHefL-2G0KcLgCkFzlhpIBfOTUI5LmqrAC45THZCLyjLMAWrOAypxPpmEWMD8D9DzlAInymEM7gMHHaFiUhXyKsBSERlns5wCZKOE-dBMyizLBfOkxj42Q2_53qWjI6VWNlHV6s7RG6I3t_8PQsuzs-aoVRQqWUx2HsUKW9WWqEqPiWFFBjNATIyM7FyxqwJMF5Nmtf-c5utN9EC_QsNrU8iXg1YofoL1wGR40evUbRb6Vdg |
linkProvider | ProQuest |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Realizing+Lobe-Specific+Aerosol+Targeting+in+a+3D-Printed+In+Vitro+Lung+Model&rft.jtitle=Journal+of+aerosol+medicine+and+pulmonary+drug+delivery&rft.au=Kolewe%2C+Emily+L.&rft.au=Feng%2C+Yu&rft.au=Fromen%2C+Catherine+A.&rft.date=2021-02-01&rft.issn=1941-2711&rft.eissn=1941-2703&rft.volume=34&rft.issue=1&rft.spage=42&rft.epage=56&rft_id=info:doi/10.1089%2Fjamp.2019.1564&rft.externalDBID=n%2Fa&rft.externalDocID=10_1089_jamp_2019_1564 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1941-2711&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1941-2711&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1941-2711&client=summon |