Existence of patchiness in constricted lungs : from experiments to complex system modeling
Thesis (Sc. D.)--Massachusetts Institute of Technology, Dept. of Mechanical Engineering, 2012.
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| Format: | Thesis |
| Language: | eng |
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Massachusetts Institute of Technology
2012
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| Online Access: | http://hdl.handle.net/1721.1/74916 |
| _version_ | 1811092465298440192 |
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| author | Wongviriyawong, Chanikarn Mint |
| author2 | Jose G. Venegas. |
| author_facet | Jose G. Venegas. Wongviriyawong, Chanikarn Mint |
| author_sort | Wongviriyawong, Chanikarn Mint |
| collection | MIT |
| description | Thesis (Sc. D.)--Massachusetts Institute of Technology, Dept. of Mechanical Engineering, 2012. |
| first_indexed | 2024-09-23T15:18:36Z |
| format | Thesis |
| id | mit-1721.1/74916 |
| institution | Massachusetts Institute of Technology |
| language | eng |
| last_indexed | 2024-09-23T15:18:36Z |
| publishDate | 2012 |
| publisher | Massachusetts Institute of Technology |
| record_format | dspace |
| spelling | mit-1721.1/749162019-04-12T12:45:55Z Existence of patchiness in constricted lungs : from experiments to complex system modeling Wongviriyawong, Chanikarn Mint Jose G. Venegas. Massachusetts Institute of Technology. Dept. of Mechanical Engineering. Massachusetts Institute of Technology. Dept. of Mechanical Engineering. Mechanical Engineering. Thesis (Sc. D.)--Massachusetts Institute of Technology, Dept. of Mechanical Engineering, 2012. Cataloged from PDF version of thesis. Includes bibliographical references (p. 131-143). Understanding asthma pathophysiology can directly help researchers and physicians pinpoint mechanisms that govern airway hyperresponsiveness and effectively treat complex respiratory diseases such as asthma. The advancement in this research field has been prompted by the usage of medical imaging technology and computational modeling providing a subjectspecific, noninvasive assessment of respiratory structure and function in vivo. This thesis features several attempts to study mechanisms of bronchoconstriction and interdependence between respiratory structure and function. First, with complex system modeling of a network of airways, I investigated the effect of breathing patterns on the catastrophic closure of airways and the emergence of patchiness hypothesized to occur during an asthma attack. Second, from High-Resolution Computed Tomography (HRCT) images of the lung, the effect of longitudinal heterogeneity on resistance to airflow within central airways was studied. Lastly, the relationship between respiratory structure and function estimated from Positron Emission Tomography (PET) and HRCT images was examined. Responses of central airways to a simulated asthma attack was not able to explain the observed ventilation, thus prompting for an estimation of peripheral airway resistance to be added such that the predicted ventilation matched the ventilation observed in PET scans. Three mechanisms hypothesized to be responsible for airway hyperresponsiveness in asthma and their influences on peripheral airway response were tested in our data set. In conclusion, we successfully identified the mechanism that was directly correlated with hyperresponsiveness of peripheral airways in asthma. Chanikarn Mint Wongviriyawong. Sc.D. 2012-11-19T19:18:10Z 2012-11-19T19:18:10Z 2012 2012 Thesis http://hdl.handle.net/1721.1/74916 815530864 eng M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission. http://dspace.mit.edu/handle/1721.1/7582 150 p. application/pdf Massachusetts Institute of Technology |
| spellingShingle | Mechanical Engineering. Wongviriyawong, Chanikarn Mint Existence of patchiness in constricted lungs : from experiments to complex system modeling |
| title | Existence of patchiness in constricted lungs : from experiments to complex system modeling |
| title_full | Existence of patchiness in constricted lungs : from experiments to complex system modeling |
| title_fullStr | Existence of patchiness in constricted lungs : from experiments to complex system modeling |
| title_full_unstemmed | Existence of patchiness in constricted lungs : from experiments to complex system modeling |
| title_short | Existence of patchiness in constricted lungs : from experiments to complex system modeling |
| title_sort | existence of patchiness in constricted lungs from experiments to complex system modeling |
| topic | Mechanical Engineering. |
| url | http://hdl.handle.net/1721.1/74916 |
| work_keys_str_mv | AT wongviriyawongchanikarnmint existenceofpatchinessinconstrictedlungsfromexperimentstocomplexsystemmodeling |