The DOI matches its Crossref record; 62 of the 62 references it cites were found in a registry or an index.
Regional Deposition of Particles in an Image-Based Airway Model: Large-Eddy Simulation and Left-Right Lung Ventilation Asymmetry
Open accessAbstract
Regional deposition and ventilation of particles by generation, lobe and lung during steady inhalation in a computed tomography (CT) based human airway model are investigated numerically. The airway model consists of a seven-generation human airway tree, with oral cavity, pharynx and larynx. The turbulent flow in the upper respiratory tract is simulated by large-eddy simulation. The flow boundary conditions at the peripheral airways are derived from CT images at two lung volumes to produce physiologically-realistic regional ventilation. Particles with diameter equal to or greater than 2.5 microns are selected for study because smaller particles tend to penetrate to the more distal parts of the lung. The current generational particle deposition efficiencies agree well with existing measurement data. Generational deposition efficiencies exhibit similar dependence on particle Stokes number regardless of generation, whereas deposition and ventilation efficiencies vary by lobe and lung, depending on airway morphology and airflow ventilation. In particular, regardless of particle size, the left lung receives a greater proportion of the particle bolus as compared to the right lung in spite of greater flow ventilation to the right lung. This observation is supported by the left-right lung asymmetry of particle ventilation observed in medical imaging. It is found that the particle-laden turbulent laryngeal jet flow, coupled with the unique geometrical features of the airway, causes a disproportionate amount of particles to enter the left lung.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Particle/fiber deposition can often be greatest in the lower lung fields [89].”
From Asbestos and Iron (2023) · cites this paper as [89]
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Equation of motion for a small rigid sphere in a nonuniform flow
MAXEY, M. R., & Riley, J. J. (1983) · The Physics of Fluids · doi:10.1063/1.864230 · Cited by 3,476
An investigation of particle trajectories in two-phase flow systems
Morsi, S. A., & Alexander, A. J. (1972) · Journal of Fluid Mechanics · doi:10.1017/s0022112072001806 · Cited by 3,102
Aerosol Technology : Properties, Behavior, and Measurement of Airborne Particles
Hinds, W. C. (1982) · Cited by 1,479
An eddy-viscosity subgrid-scale model for turbulent shear flow: Algebraic theory and applications
Vreman, A. W. (2004) · Physics of Fluids · doi:10.1063/1.1785131 · Cited by 1,351
Chan, T. L., & Lippmann, M. (1980) · American Industrial Hygiene Association Journal · doi:10.1080/15298668091424942 · Cited by 404
Airflow and Particle Transport in the Human Respiratory System
Kleinstreuer, C., & Zhang, Z. (2009) · Annual Review of Fluid Mechanics · doi:10.1146/annurev-fluid-121108-145453 · Cited by 382
Structure of a particle-laden round jet
Longmire, E. K., & Eaton, J. K. (1992) · Journal of Fluid Mechanics · doi:10.1017/s002211209200140x · Cited by 344
Particle Deposition in a Cast of Human Oral Airways
Cheng, Y., Zhou, Y., & Chen, B. T. (1999) · Aerosol Science and Technology · doi:10.1080/027868299304165 · Cited by 335
Lin, C., Tawhai, M. H., McLennan, G., & Hoffman, E. A. (2007) · Respiratory Physiology & Neurobiology · doi:10.1016/j.resp.2007.02.006 · Cited by 316
Self-citationComputational Fluid Dynamics Simulation of Airflow and Aerosol Deposition in Human Lungs
Nowak, N., Kakade, P. P., & Annapragada, A. (2003) · Annals of Biomedical Engineering · doi:10.1114/1.1560632 · Cited by 300
Improved numerical simulation of aerosol deposition in an idealized mouth–throat
Matida, E. A., Finlay, W. H., Lange, C. F., & Grgic, B. (2003) · Journal of Aerosol Science · doi:10.1016/s0021-8502(03)00381-1 · Cited by 293
Deslauriers, J., Brisson, J., Cartier, R., Fournier, M., Gagnon, D., Piraux, M., & Beaulieu, M. (1989) · Journal of Thoracic and Cardiovascular Surgery · doi:10.1016/s0022-5223(19)34540-4 · Cited by 253
Deslauriers, J., Brisson, J., Cartier, R., et al. (1989) · PubMed · Cited by 245
Vattulainen, I., Karttunen, M., Besold, G., & Polson, J. M. (2002) · The Journal of Chemical Physics · doi:10.1063/1.1450554 · Cited by 226
In vitro intersubject and intrasubject deposition measurements in realistic mouth–throat geometries
Grgic, B., Finlay, W. H., Burnell, P. K. P., & Heenan, A. F. (2004) · Journal of Aerosol Science · doi:10.1016/j.jaerosci.2004.03.003 · Cited by 219
Particle mixing in free shear flows
Crowe, C. T., Chung, J. N., & Troutt, T. R. (1988) · Progress in Energy and Combustion Science · doi:10.1016/0360-1285(88)90008-1 · Cited by 219
PARTICLE DISPERSION BY COHERENT STRUCTURES IN FREE SHEAR FLOWS
Crowe, C. T., Gore, R. A., & Troutt, T. R. (1985) · Particulate Science And Technology · doi:10.1080/02726358508906434 · Cited by 209
Mass preserving nonrigid registration of CT lung images using cubic B‐spline
Yin, Y., Hoffman, E. A., & Lin, C. (2009) · Medical Physics · doi:10.1118/1.3193526 · Cited by 206
Self-citationXi, J., Longest, P. W., & Martonen, T. B. (2008) · Journal of Applied Physiology · doi:10.1152/japplphysiol.01233.2007 · Cited by 201
Mucociliary and long-term particle clearance in the airways of healthy nonsmoker subjects
Möller, W., Häußinger, K., Winkler-Heil, R., Stahlhofen, W., Meyer, T., Hofmann, W., & Heyder, J. (2004) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00970.2003 · Cited by 189
Longest, P. W., & Vinchurkar, S. C. (2006) · Journal of Biomechanics · doi:10.1016/j.jbiomech.2006.01.006 · Cited by 186
Micro-particle transport and deposition in a human oral airway model
Zhang, Z., Kleinstreuer, C., & Kim, C. S. (2002) · Journal of Aerosol Science · doi:10.1016/s0021-8502(02)00122-2 · Cited by 149
On intra- and intersubject variabilities of airflow in the human lungs
Choi, J., Tawhai, M. H., Hoffman, E. A., & Lin, C. (2009) · Physics of Fluids · doi:10.1063/1.3247170 · Cited by 147
Self-citationLin, C., Tawhai, M. H., McLennan, G., & Hoffman, E. A. (2009) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/memb.2009.932480 · Cited by 146
Self-citationThe Mechanics of Inhaled Pharmaceutical Aerosols
(2001) · Elsevier eBooks · doi:10.1016/b978-0-12-256971-5.x5000-7 · Cited by 145
Annals of Biomedical Engineering
(2013) · Annals of Biomedical Engineering · doi:10.1007/10439.1573-9686 · Cited by 145
CFD Simulation of Aerosol Deposition in an Anatomically Based Human Large–Medium Airway Model
Ma, B., & Lutchen, K. R. (2008) · Annals of Biomedical Engineering · doi:10.1007/s10439-008-9620-y · Cited by 142
Simulation of pulmonary air flow with a subject-specific boundary condition
Yin, Y., Choi, J., Hoffman, E. A., Tawhai, M. H., & Lin, C. (2010) · Journal of Biomechanics · doi:10.1016/j.jbiomech.2010.03.048 · Cited by 141
Self-citationJayaraju, S. T., Brouns, M., Lacor, C., Belkassem, B., & Verbanck, S. A. B. (2008) · Journal of Aerosol Science · doi:10.1016/j.jaerosci.2008.06.002 · Cited by 131
Longest, P. W., Hindle, M., Choudhuri, S. D., & Xi, J. (2008) · Journal of Aerosol Science · doi:10.1016/j.jaerosci.2008.03.008 · Cited by 125
Particle Deposition in a Cast of Human Tracheobronchial Airways
Zhou, Y., & Cheng, Y. (2005) · Aerosol Science and Technology · doi:10.1080/027868291001385 · Cited by 118
The effects of geometry on airflow in the acinar region of the human lung
Kumar, H., Tawhai, M. H., Hoffman, E. A., & Lin, C. (2009) · Journal of Biomechanics · doi:10.1016/j.jbiomech.2009.04.046 · Cited by 108
Self-citationParticle deposition in the human tracheobronchial airways due to transient inspiratory flow patterns
Li, Z., Kleinstreuer, C., & Zhang, Z. (2007) · Journal of Aerosol Science · doi:10.1016/j.jaerosci.2007.03.010 · Cited by 99
A level set characteristic Galerkin finite element method for free surface flows
Lin, C., Lee, H., Lee, T., & Weber, L. (2005) · International Journal for Numerical Methods in Fluids · doi:10.1002/fld.1006 · Cited by 89
Self-citationPrediction of particle deposition in the human lung using realistic models of lung ventilation
Asgharian, B., Price, O. T., & Hofmann, W. E. (2006) · Journal of Aerosol Science · doi:10.1016/j.jaerosci.2006.01.002 · Cited by 88
Size-dependent deposition of particles in the human lung at steady-state breathing
Park, S. S., & Wexler, A. S. (2007) · Journal of Aerosol Science · doi:10.1016/j.jaerosci.2007.11.006 · Cited by 73
Choi, J., Xia, G., Tawhai, M. H., Hoffman, E. A., & Lin, C. (2010) · Annals of Biomedical Engineering · doi:10.1007/s10439-010-0110-7 · Cited by 72
Self-citationInfluence of the spatial laser intensity distribution on laser nitriding of iron
Landry, F., Lieb, K. P., & Schaaf, P. (1999) · Journal of Applied Physics · doi:10.1063/1.370713 · Cited by 65
Farkas, Á., Balásházy, I., & Szőcs, K. (2006) · Journal of Aerosol Medicine · doi:10.1089/jam.2006.19.329 · Cited by 65
The comprehensive imaging-based analysis of the lung
Hoffman, E. A., Clough, A. V., Christensen, G. E., Lin, C., McLennan, G., Reinhardt, J. M., Simon, B. A., Milan Sonka, A., Tawhai, M. H., van Beek, E. J. R., et al. (2004) · Academic Radiology · doi:10.1016/j.acra.2004.09.005 · Cited by 62
Self-citationAnalysis of Lobar Differences in Particle Deposition in the Human Lung
Subramaniam, R. P., Asgharian, B., Freijer, J. I., Miller, F. J., & Anjilvel, S. (2003) · Inhalation Toxicology · doi:10.1080/08958370304451 · Cited by 62
The lung physiome: merging imaging‐based measures with predictive computational models
Tawhai, M. H., Hoffman, E. A., & Lin, C. (2009) · WIREs Systems Biology and Medicine · doi:10.1002/wsbm.17 · Cited by 59
Self-citationQuantification of particle deposition in asymmetrical tracheobronchial model geometry
Farkas, Á., & Balásházy, I. (2008) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2008.01.014 · Cited by 56
Effects of cartilage rings on airflow and particle deposition in the trachea and main bronchi
Russo, J., Robinson, R. J., & Oldham, M. J. (2007) · Medical Engineering & Physics · doi:10.1016/j.medengphy.2007.06.010 · Cited by 51
Xi, J., & Longest, P. W. (2008) · Annals of Biomedical Engineering · doi:10.1007/s10439-008-9552-6 · Cited by 46
Bennett, W. D., Scheuch, G., Zeman, K. L., Brown, J. S., Kim, C. A., Heyder, J., & STAHLHOFEN, W. (1998) · Journal of Applied Physiology · doi:10.1152/jappl.1998.85.2.685 · Cited by 44
Multiscale Simulation of Gas Flow in Subject-Specific Models of the Human Lung
Lin, C., Tawhai, M. H., McLennan, G., & Hoffman, E. A. (2009) · Cited by 40
Self-citationZhang, Y., & Finlay, W. H. (2005) · Journal of Aerosol Medicine · doi:10.1089/jam.2005.18.460 · Cited by 37
Parkash, O. (2009) · Respiration · doi:10.1159/000193839 · Cited by 36
Regional deposition and retention of particles in shallow, inhaled boluses: effect of lung volume
Bennett, W. D., Scheuch, G., Zeman, K. L., Brown, J. S., Kim, C., Heyder, J., & STAHLHOFEN, W. (1999) · Journal of Applied Physiology · doi:10.1152/jappl.1999.86.1.168 · Cited by 34
Wang, B., Zhang, H. Q., & Wang, X. L. (2005) · International Journal of Heat and Mass Transfer · doi:10.1016/j.ijheatmasstransfer.2005.05.042 · Cited by 32
Yin, Y., Hoffman, E. A., & Lin, C. (2009) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.811715 · Cited by 31
Self-citationMöller, W., Meyer, G., Scheuch, G., Kreyling, W. G., & Bennett, W. D. (2009) · Journal of Aerosol Medicine and Pulmonary Drug Delivery · doi:10.1089/jamp.2009.0749 · Cited by 30
Park, S. S., & Wexler, A. S. (2007) · Journal of Aerosol Science · doi:10.1016/j.jaerosci.2006.11.009 · Cited by 29
Expiration flow in a symmetric bifurcation
Fresconi, F. E., Wexler, A. S., & Prasad, A. K. (2003) · Experiments in Fluids · doi:10.1007/s00348-003-0713-y · Cited by 28
Park, S. S., & Wexler, A. S. (2007) · Journal of Aerosol Science · doi:10.1016/j.jaerosci.2007.03.005 · Cited by 27
Particle dispersion in organized vortex structures within turbulent free shear flows
Yang, X., Thomas, N. H., & Guo, L. (2000) · Chemical Engineering Science · doi:10.1016/s0009-2509(99)00401-7 · Cited by 21
Targeting Respiratory Drug Delivery with Aerosol Boluses
Bennett, W. D. (1991) · Journal of Aerosol Medicine · doi:10.1089/jam.1991.4.69 · Cited by 19
Effects on particle dispersion by turbulent transition in a jet
Luo, K., Klein, M., Fan, J., & Cen, K. (2006) · Physics Letters A · doi:10.1016/j.physleta.2006.04.069 · Cited by 18
Lulu, D. J. (1964) · Archives of Surgery · doi:10.1001/archsurg.1964.01310200051012 · Cited by 15
CFD Simulation of Contaminant Decay for High Reynolds Flow in a Controlled Environment
Lambert, A., Lin, C., Mardorf, E., & O’Shaughnessy, P. T. (2009) · The Annals of Occupational Hygiene · doi:10.1093/annhyg/mep057 · Cited by 12
Self-citationSmaldone, G. (2009) · Journal of Aerosol Medicine and Pulmonary Drug Delivery · doi:10.1089/jamp.2009.00e1 · Cited by 5
Research works printed but not linked: 3
- Li Z., 2007, J. Aerosol Sci., 38, 624
- Tawhai M. H., 2009, Sys. Biol. Med., 1, 61
- Yin Y., 2009, SPIE Medical Imaging’09, 72620C
Cited by
Sorted by citations
In silico models of aerosol delivery to the respiratory tract — Development and applications
Longest, P. W., & Holbrook, L. T. (2011) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2011.05.009 · Cited by 236
The effect of cyclone vortex finder dimensions on the flow pattern and performance using LES
Elsayed, K., & Lacor, C. (2012) · Computers & Fluids · doi:10.1016/j.compfluid.2012.09.027 · Cited by 198
Longest, P. W., Tian, G., Walenga, R. L., & Hindle, M. (2012) · Pharmaceutical Research · doi:10.1007/s11095-012-0691-y · Cited by 182
Use of computational fluid dynamics deposition modeling in respiratory drug delivery
Longest, P. W., Bass, K., Dutta, R., Rani, V. K., Thomas, M. L., El-Achwah, A., & Hindle, M. (2018) · Expert Opinion on Drug Delivery · doi:10.1080/17425247.2019.1551875 · Cited by 152
Koullapis, P., Kassinos, S. C., Castro, J. M., Segarra, C. D. P., Rigola, J., Lehmkuhl, O., Cui, Y., Sommerfeld, M., Elcner, J., Jícha, M., et al. (2017) · European Journal of Pharmaceutical Sciences · doi:10.1016/j.ejps.2017.09.003 · Cited by 130
Metadata
- Authors
- Lambert, A. R., O'shaughnessy, P. T., Tawhai, M. H., Hoffman, E. A., & Lin, C.-L.
- Affiliations
- University of Iowa (US)
- University of Auckland (NZ)
- Corresponding author
- Lin, Ching-Long
- Venue
- Aerosol Science and Technology
- Publisher
- Informa UK Limited
- Published
- 2011-01
- Volume
- 45
- Issue
- 1
- Pages
- 11-25
- ISSN
- 0278-6826 (ISSN-L)
- 1521-7388
- PMC
- PMC3034252
- OpenAlex
- W2172012864
- Cited by
- 175
- References
- 62
- Citations by year
- 2026: 6 · 2025: 16 · 2024: 9 · 2023: 15 · 2022: 10 · 2021: 11 · 2020: 17 · 2019: 11 · 2018: 12 · 2017: 14 · 2016: 8 · 2015: 10 · 2014: 8 · 2013: 11 · 2012: 9
- FWCI
- 7.44
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Aerosol Science and Technology (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- ResearchSpace (University of Auckland) (submittedVersion)
- Funders
- Georgia Clinical and Translational Science Alliance
- National Institutes of Health (NIH-R01, 5r01hl064368-10, 1s10rr022421-01a2)
- National Heart, Lung, and Blood Institute (R01 HL-064368, R01HL094315)
- National Institute of Environmental Health Sciences (P30-ES-05605, ES05605, P30ES005605)
- National Institute of Biomedical Imaging and Bioengineering (R01EB005823)
- National Center for Research Resources (UL1RR024979, S10-RR022421)
- Topics
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Inhalation and Respiratory Drug Delivery
- Physical Sciences › Chemical Engineering › Fluid Flow and Transfer Processes › Particle Dynamics in Fluid Flows
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Air Quality and Health Impacts
- Keywords
- particle deposition, regional lung ventilation, large eddy simulation, Stokes number, deposition efficiency, particle-laden flow
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review