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Corcoran TE, Bertrand CA, Myerburg MM, Weiner DJ, Frizzell SA, Li A, Agostini B, Parker RS, Shapiro ME, Muthukrishnan A, Hages ND, Mulhern BP, Pilewski JM. Nasal epithelial cell culture fluorescence recovery after photobleaching predicts cystic fibrosis therapeutic response. ERJ Open Res 2022; 8:00382-2022. [PMID: 36655223 PMCID: PMC9835985 DOI: 10.1183/23120541.00382-2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 09/23/2022] [Indexed: 11/12/2022] Open
Abstract
Background Human nasal epithelial (HNE) cells can be sampled noninvasively and cultured to provide a model of the airway epithelium that reflects cystic fibrosis (CF) pathophysiology. We hypothesised that in vitro measures of HNE cell physiology would correlate directly with in vivo measures of lung physiology and therapeutic response, providing a framework for using HNE cells for therapeutic development and precision medicine. Methods We sampled nasal cells from participants with CF (CF group, n=26), healthy controls (HC group, n=14) and single CF transmembrane conductance regulator (CFTR) mutation carrier parents of the CF group (CR group, n=16). Participants underwent lung physiology and sweat chloride testing, and nuclear imaging-based measurement of mucociliary clearance (MCC) and small-molecule absorption (ABS). CF participants completed a second imaging day that included hypertonic saline (HS) inhalation to assess therapeutic response in terms of MCC. HNE measurements included Ussing chamber electrophysiology, small-molecule and liquid absorption rates, and particle diffusion rates through the HNE airway surface liquid (ASL) measured using fluorescence recovery after photobleaching (FRAP). Results Long FRAP diffusion times were associated with increased MCC response to HS in CF. This implies a strong relationship between inherent factors affecting ASL mucin concentration and therapeutic response to a hydrating therapy. MCC decreased with age in the CR group, which had a larger range of ages than the other two groups. Likely this indicates a general age-related effect that may be accentuated in this group. Measures of lung ABS correlated with sweat chloride in both the HC and CF groups, indicating that CFTR function drives this measure of paracellular small-molecule probe absorption. Conclusions Our results demonstrate the utility of HNE cultures for assessing therapeutic response for hydrating therapies. In vitro measurements of FRAP were particularly useful for predicting response and for characterising important properties of ASL mucus that were ultimately reflected in lung physiology.
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Affiliation(s)
- Timothy E. Corcoran
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Chemical and Petroleum Engineering, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - Carol A. Bertrand
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, PA, USA
| | - Michael M. Myerburg
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Daniel J. Weiner
- Division of Pediatric Pulmonology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Sheila A. Frizzell
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Anna Li
- School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Brittani Agostini
- Division of Pediatric Pulmonology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Robert S. Parker
- Department of Chemical and Petroleum Engineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - Monica E. Shapiro
- Department of Chemical and Petroleum Engineering, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Nicholas D. Hages
- Department of Chemical and Petroleum Engineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - Brian P. Mulhern
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Joseph M. Pilewski
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Cell Biology, University of Pittsburgh, Pittsburgh, PA, USA
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2
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Van der Meeren A, Drouet G, Devilliers K, Laurent D, Moureau A, Feray A, Lamart S. Evidence for a differential translocation of actinides across human lung epithelial cell monolayer in vitro according to their physicochemical properties and the presence of a chelating agent. Toxicol In Vitro 2020; 70:105035. [PMID: 33132172 DOI: 10.1016/j.tiv.2020.105035] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 09/16/2020] [Accepted: 10/20/2020] [Indexed: 10/23/2022]
Abstract
The epithelial cell plays a key role in the transfer of radionuclides from lungs to blood following pulmonary exposure. The present study was designed to evaluate the transfer across human lung epithelial cells of various actinides (plutonium, americium and uranium), the influence of the physicochemical properties of plutonium compounds and of the chelating agent diethylene triamine pentaacetic acid (DTPA). To address this question, Calu-3 cells grown in a bicameral culture system were used. The integrity of the epithelial barrier was evaluated by measuring transepithelial electrical resistance (TEER) and the passage of a fluorescent marker, lucifer yellow. Activity measurement in basal compartment following periodic collection of culture medium was made from 2 h to seven days. To facilitate data handling and analysis, the statistical tool STATBIODIS was used. The results indicate differences in transfer for the different elements, and according to Pu physicochemical properties. Though to various extents, the chelating agent DTPA always increased the transfer of Pu and Am across the epithelial cells, without altering the integrity of the epithelial barrier. This in vitro cell culture model, by mimicking translocation of actinides from lungs to blood, can represent a valuable tool to further understand the underlying mechanisms and properties controlling this process.
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Affiliation(s)
- A Van der Meeren
- Laboratory of Radio Toxicology, CEA, Paris-Saclay University, 91297 Arpajon, France.
| | - G Drouet
- Laboratory of Radio Toxicology, CEA, Paris-Saclay University, 91297 Arpajon, France
| | - K Devilliers
- Laboratory of Radio Toxicology, CEA, Paris-Saclay University, 91297 Arpajon, France
| | - D Laurent
- Laboratory of Radio Toxicology, CEA, Paris-Saclay University, 91297 Arpajon, France
| | - A Moureau
- Laboratory of Radio Toxicology, CEA, Paris-Saclay University, 91297 Arpajon, France
| | - A Feray
- Paris-Saclay University, Inserm, Inflammation, Microbiome and Immunosurveillance, 92290 Châtenay-Malabry, France
| | - S Lamart
- Laboratory of Radio Toxicology, CEA, Paris-Saclay University, 91297 Arpajon, France
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Lin VY, Kaza N, Birket SE, Kim H, Edwards LJ, LaFontaine J, Liu L, Mazur M, Byzek SA, Hanes J, Tearney GJ, Raju SV, Rowe SM. Excess mucus viscosity and airway dehydration impact COPD airway clearance. Eur Respir J 2020; 55:1900419. [PMID: 31672759 PMCID: PMC7336367 DOI: 10.1183/13993003.00419-2019] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Accepted: 10/09/2019] [Indexed: 12/28/2022]
Abstract
The mechanisms by which cigarette smoking impairs airway mucus clearance are not well understood. We recently established a ferret model of cigarette smoke-induced chronic obstructive pulmonary disease (COPD) exhibiting chronic bronchitis. We investigated the effects of cigarette smoke on mucociliary transport (MCT).Adult ferrets were exposed to cigarette smoke for 6 months, with in vivo mucociliary clearance measured by technetium-labelled DTPA retention. Excised tracheae were imaged with micro-optical coherence tomography. Mucus changes in primary human airway epithelial cells and ex vivo ferret airways were assessed by histology and particle tracking microrheology. Linear mixed models for repeated measures identified key determinants of MCT.Compared to air controls, cigarette smoke-exposed ferrets exhibited mucus hypersecretion, delayed mucociliary clearance (-89.0%, p<0.01) and impaired tracheal MCT (-29.4%, p<0.05). Cholinergic stimulus augmented airway surface liquid (ASL) depth (5.8±0.3 to 7.3±0.6 µm, p<0.0001) and restored MCT (6.8±0.8 to 12.9±1.2 mm·min-1, p<0.0001). Mixed model analysis controlling for covariates indicated smoking exposure, mucus hydration (ASL) and ciliary beat frequency were important predictors of MCT. Ferret mucus was hyperviscous following smoke exposure in vivo or in vitro, and contributed to diminished MCT. Primary cells from smokers with and without COPD recapitulated these findings, which persisted despite the absence of continued smoke exposure.Cigarette smoke impairs MCT by inducing airway dehydration and increased mucus viscosity, and can be partially abrogated by cholinergic secretion of fluid secretion. These data elucidate the detrimental effects of cigarette smoke exposure on mucus clearance and suggest additional avenues for therapeutic intervention.
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Affiliation(s)
- Vivian Y. Lin
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL/USA
| | - Niroop Kaza
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL/USA
| | - Susan E. Birket
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL/USA
- Cystic Fibrosis Research Center, University of Alabama at Birmingham, Birmingham, AL/USA
| | - Harrison Kim
- Department of Radiology, University of Alabama at Birmingham, Birmingham, AL/USA
| | - Lloyd J. Edwards
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL/USA
| | - Jennifer LaFontaine
- Cystic Fibrosis Research Center, University of Alabama at Birmingham, Birmingham, AL/USA
| | - Linbo Liu
- Cystic Fibrosis Research Center, University of Alabama at Birmingham, Birmingham, AL/USA
| | - Marina Mazur
- Cystic Fibrosis Research Center, University of Alabama at Birmingham, Birmingham, AL/USA
| | - Stephen A. Byzek
- Cystic Fibrosis Research Center, University of Alabama at Birmingham, Birmingham, AL/USA
| | - Justin Hanes
- The Center for Nanomedicine at Wilmer Eye Institute, Johns Hopkins University, MD/USA
| | - Guillermo J. Tearney
- Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA/USA
| | - S. Vamsee Raju
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL/USA
- Cystic Fibrosis Research Center, University of Alabama at Birmingham, Birmingham, AL/USA
| | - Steven M. Rowe
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL/USA
- Cystic Fibrosis Research Center, University of Alabama at Birmingham, Birmingham, AL/USA
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A physiologically-motivated model of cystic fibrosis liquid and solute transport dynamics across primary human nasal epithelia. J Pharmacokinet Pharmacodyn 2019; 46:457-472. [PMID: 31494805 DOI: 10.1007/s10928-019-09649-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Accepted: 08/02/2019] [Indexed: 11/27/2022]
Abstract
Cystic fibrosis (CF) disease is caused by mutations affecting the gene coding for the cystic fibrosis transmembrane conductance regulator (CFTR), an anion channel expressed in the mucosal side of epithelial tissue. In the airway, dysfunctional CFTR results in a transepithelial osmotic imbalance leading to hyperabsorption of airway surface liquid mucostasis, chronic inflammation, and eventual respiratory failure. Human nasal epithelial cell cultures from healthy and CF donors were used to perform studies of liquid and solute transport dynamics at an air/liquid interface in order to emulate the in vivo airway. Then, these results were used to inform a quantitative systems pharmacology model of airway epithelium describing electrically and chemically driven transcellular ionic transport, contributions of both convective and diffusive paracellular solute transport, and osmotically driven transepithelial water dynamics. Model predictions showed CF cultures, relative to non-CF ones, have increased apical and basolateral water permeabilities, and increase paracellular permeability and transepithelial chemical driving force for a radiolabeled tracer used to track small molecule absorption. These results provide a computational platform to better understand and probe the mechanisms behind the liquid hyperabsorption and small molecule retention profiles observed in the CF airway.
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Corcoran TE, Huber AS, Myerburg MM, Weiner DJ, Locke LW, Lacy RT, Weber L, Czachowski MR, Johnston DJ, Muthukrishnan A, Lennox AT, Pilewski JM. Multiprobe Nuclear Imaging of the Cystic Fibrosis Lung as a Biomarker of Therapeutic Effect. J Aerosol Med Pulm Drug Deliv 2019; 32:242-249. [PMID: 30969149 PMCID: PMC6685188 DOI: 10.1089/jamp.2018.1491] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Accepted: 02/04/2019] [Indexed: 01/03/2023] Open
Abstract
Background: Nuclear imaging biomarkers illustrate unique aspects of lung physiology and are useful for assessing therapeutic effects in cystic fibrosis (CF) lung disease. We have developed a multiprobe method to simultaneously measure mucociliary clearance (MCC) and paracellular absorption (ABS). MCC is a direct measure of mucus clearance. ABS has been related to airway surface liquid (ASL) absorption through previous in vitro studies. Methods: We describe baseline factors affecting MCC and ABS using data from a retrospective baseline group (n = 22) and the response of the measures to inhaled 7% hypertonic saline (HS) and dry powder mannitol using data from a prospective response group (n = 7). A retrospective healthy control group (n = 15) is also described. The baseline and control groups performed single measurements of MCC/ABS. The response group performed baseline measurements of MCC/ABS and measurements after each intervention. Results: ABS was correlated (Spearman's ρ = 0.51, p = 0.06) to sweat chloride, a systemic measure of cystic fibrosis transmembrane conductance regulator (CFTR) function, whereas MCC was not. Baseline MCC was depressed after Pseudomonas aeruginosa infection as we have previously described. MCC provided a more sensitive indication of therapeutic effect and indicated improved clearance with mannitol compared with HS. Conclusion: MCC provides a useful and well-established means of testing therapies directed at improving mucus clearance in the lung. ABS may provide a means of detecting local changes in ASL absorption and CFTR function in the lung. Both are useful tools for studying the key aspects of CF lung pathophysiology (ASL hyperabsorption and MCC depression) that link the basic genetic defects of CF to disease manifestations in the lung.
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Affiliation(s)
- Timothy E. Corcoran
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Chemical and Petroleum Engineering, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Alex S. Huber
- Department of Chemical and Petroleum Engineering, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Michael M. Myerburg
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Daniel J. Weiner
- Pulmonary Medicine, Allergy, and Immunology, Department of Pediatrics, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Landon W. Locke
- Department of Microbial Infection and Immunity, Ohio State University, Columbus, Ohio
| | - Ryan T. Lacy
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Lawrence Weber
- Nuclear Medicine Department, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Michael R. Czachowski
- Nuclear Medicine Department, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Darragh J. Johnston
- Department of Chemical and Petroleum Engineering, University of Pittsburgh, Pittsburgh, Pennsylvania
| | | | - Alison T. Lennox
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Joseph M. Pilewski
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
- Pulmonary Medicine, Allergy, and Immunology, Department of Pediatrics, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Cell Biology, University of Pittsburgh, Pittsburgh, Pennsylvania
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6
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Corcoran TE, Godovchik JE, Donn KH, Busick DR, Goralski J, Locke LW, Markovetz MR, Myerburg MM, Muthukrishnan A, Weber L, Lacy RT, Pilewski JM. Overnight delivery of hypertonic saline by nasal cannula aerosol for cystic fibrosis. Pediatr Pulmonol 2017; 52:1142-1149. [PMID: 28737262 PMCID: PMC5561478 DOI: 10.1002/ppul.23749] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2017] [Accepted: 05/21/2017] [Indexed: 12/25/2022]
Abstract
AIM Inhaled hypertonic saline increases mucociliary clearance, improves pulmonary function, and decreases exacerbations in cystic fibrosis (CF) but contributes to the already significant treatment burden of CF. Overnight delivery of inhaled medications via a specially designed nasal cannula-aerosol device (Trans-nasal Pulmonary Aerosol Delivery [tPAD]) is an alternative approach. Here, we test whether overnight inhalation of hypertonic saline via tPAD improves mucociliary clearance and assess the tolerability of the device. METHOD In this study, 12 CF subjects inhaled 7% hypertonic saline (HS) for 8 h overnight using the tPAD system. Safety and tolerability were assessed and measurements of mucociliary and absorptive clearance (MCC/ABS) were performed after the treatment. Comparisons were made versus sham treatment where the same subjects wore the nasal cannula overnight but did not receive aerosol. RESULTS Both the HS and sham treatments were well-tolerated. Only one subject did not complete the overnight HS treatment. There were no significant differences in MCC associated with HS inhalation at any time point (90 min, 3 h, 6 h) in any lung zone. Changes in FEV1 on both study days were similar. There were no differences in quality of sleep between HS and sham nights as assessed with the modified Leeds Sleep Evaluation Questionnaire (mLSEQ). Sino-Nasal Outcome Test (SNOT-14) questionnaires demonstrated significant increases (worsening) in 2/14 symptom categories with HS. CONCLUSIONS The most likely cause for the failure to accelerate MCC was under-dosing of HS relative to the active transport of salt from the airways.
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Affiliation(s)
- Timothy E Corcoran
- Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Joseph E Godovchik
- Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | | | | | - Jennifer Goralski
- Pulmonary and Critical Care Medicine, Pediatric Pulmonology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Landon W Locke
- Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Matthew R Markovetz
- Department of Chemical and Petroleum Engineering, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Michael M Myerburg
- Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | | | - Lawrence Weber
- Department of Radiology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Ryan T Lacy
- Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Joseph M Pilewski
- Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania.,Department of Cell Biology, University of Pittsburgh, Pittsburgh, Pennsylvania.,Department of Pediatrics, University of Pittsburgh, Pittsburgh, Pennsylvania
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7
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Behrsing HP, Huang S, Constant S. The Use of Human 3D Reconstructed Airway Cultures for Tobacco Product Evaluation: Precision Low-Volume Exposures at the Apical Site. ACTA ACUST UNITED AC 2017. [DOI: 10.1089/aivt.2016.0028] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Holger P. Behrsing
- Respiratory Toxicology Program, Institute for In Vitro Sciences, Inc., Gaithersburg, Maryland
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8
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Locke LW, Myerburg MM, Weiner DJ, Markovetz MR, Parker RS, Muthukrishnan A, Weber L, Czachowski MR, Lacy RT, Pilewski JM, Corcoran TE. Pseudomonas infection and mucociliary and absorptive clearance in the cystic fibrosis lung. Eur Respir J 2016; 47:1392-401. [PMID: 27009167 DOI: 10.1183/13993003.01880-2015] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2015] [Accepted: 02/03/2016] [Indexed: 01/05/2023]
Abstract
Airway surface liquid hyperabsorption and mucus accumulation are key elements of cystic fibrosis lung disease that can be assessed in vivo using functional imaging methods. In this study we evaluated experimental factors affecting measurements of mucociliary clearance (MCC) and small-molecule absorption (ABS) and patient factors associated with abnormal absorption and mucus clearance.Our imaging technique utilises two radiopharmaceutical probes delivered by inhalation. Measurement repeatability was assessed in 10 adult cystic fibrosis subjects. Experimental factors were assessed in 29 adult and paediatric cystic fibrosis subjects (51 scans). Patient factors were assessed in a subgroup with optimal aerosol deposition (37 scans; 24 subjects). Paediatric subjects (n=9) underwent initial and 2-year follow-up scans. Control subjects from a previously reported study are included for comparison.High rates of central aerosol deposition influenced measurements of ABS and, to a lesser extent, MCC. Depressed MCC in cystic fibrosis was only detectable in subjects with previous Pseudomonas aeruginosa infection. Cystic fibrosis subjects without P. aeruginosa had similar MCC to control subjects. Cystic fibrosis subjects had consistently higher ABS rates.We conclude that the primary experimental factor affecting MCC/ABS measurements is central deposition percentage. Depressed MCC in cystic fibrosis is associated with P. aeruginosa infection. ABS is consistently increased in cystic fibrosis.
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Affiliation(s)
- Landon W Locke
- Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Michael M Myerburg
- Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Daniel J Weiner
- Pulmonary Medicine, Allergy, and Immunology, Children's Hospital of Pittsburgh, Pittsburgh, PA, USA
| | - Matthew R Markovetz
- Dept of Chemical and Petroleum Engineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - Robert S Parker
- Dept of Chemical and Petroleum Engineering, University of Pittsburgh, Pittsburgh, PA, USA Dept of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA Dept of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA McGowan Institute for Regenerative Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Ashok Muthukrishnan
- Dept of Radiology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Lawrence Weber
- Dept of Radiology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | | | - Ryan T Lacy
- Dept of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - Joseph M Pilewski
- Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA Pulmonary Medicine, Allergy, and Immunology, Children's Hospital of Pittsburgh, Pittsburgh, PA, USA Dept of Cell Biology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Timothy E Corcoran
- Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA Dept of Chemical and Petroleum Engineering, University of Pittsburgh, Pittsburgh, PA, USA Dept of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA
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9
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Markovetz MR, Corcoran TE, Locke LW, Myerburg MM, Pilewski JM, Parker RS. A physiologically-motivated compartment-based model of the effect of inhaled hypertonic saline on mucociliary clearance and liquid transport in cystic fibrosis. PLoS One 2014; 9:e111972. [PMID: 25383714 PMCID: PMC4226497 DOI: 10.1371/journal.pone.0111972] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2014] [Accepted: 10/02/2014] [Indexed: 11/22/2022] Open
Abstract
Background Cystic Fibrosis (CF) lung disease is characterized by liquid hyperabsorption, airway surface dehydration, and impaired mucociliary clearance (MCC). Herein, we present a compartment-based mathematical model of the airway that extends the resolution of functional imaging data. Methods Using functional imaging data to inform our model, we developed a system of mechanism-motivated ordinary differential equations to describe the mucociliary clearance and absorption of aerosolized radiolabeled particle and small molecules probes from human subjects with and without CF. We also utilized a novel imaging metric in vitro to gauge the fraction of airway epithelial cells that have functional ciliary activity. Results This model, and its incorporated kinetic rate parameters, captures the MCC and liquid dynamics of the hyperabsorptive state in CF airways and the mitigation of that state by hypertonic saline treatment. Conclusions We postulate, based on the model structure and its ability to capture clinical patient data, that patients with CF have regions of airway with diminished MCC function that can be recruited with hypertonic saline treatment. In so doing, this model structure not only makes a case for durable osmotic agents used in lung-region specific treatments, but also may provide a possible clinical endpoint, the fraction of functional ciliated airway.
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Affiliation(s)
- Matthew R. Markovetz
- Department of Chemical and Petroleum Engineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, United States of America
| | - Timothy E. Corcoran
- Department of Chemical and Petroleum Engineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, United States of America
- Pulmonary Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, United States of America
- Department of Bioengineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, United States of America
| | - Landon W. Locke
- Pulmonary Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, United States of America
| | - Michael M. Myerburg
- Pulmonary Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, United States of America
| | - Joseph M. Pilewski
- Pulmonary Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, United States of America
| | - Robert S. Parker
- Department of Chemical and Petroleum Engineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, United States of America
- McGowan Institute of Regenerative Medicine, University of Pittsburgh, Pittsburgh, PA, United States of America
- Clinical Research, Investigation, and Systems Modeling of Acute Illness (CRISMA) Laboratories, University of Pittsburgh, Pittsburgh, PA, United States of America
- University of Pittsburgh Cancer Institute, University of Pittsburgh, Pittsburgh, PA, United States of America
- * E-mail:
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10
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Locke LW, Myerburg MM, Markovetz MR, Parker RS, Weber L, Czachowski MR, Harding TJ, Brown SL, Nero JA, Pilewski JM, Corcoran TE. Quantitative imaging of airway liquid absorption in cystic fibrosis. Eur Respir J 2014; 44:675-84. [PMID: 24743971 DOI: 10.1183/09031936.00220513] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
New measures are needed to rapidly assess emerging treatments for cystic fibrosis (CF) lung disease. Using an imaging approach, we evaluated the absorptive clearance of the radiolabeled small molecule probe diethylene triamine penta-acetic acid (DTPA) as an in vivo indicator of changes in airway liquid absorption. DTPA absorption and mucociliary clearance rates were measured in 21 patients with CF (12 adults and nine children) and nine adult controls using nuclear imaging. The effect of hypertonic saline on DTPA absorption was also studied. In addition, in vitro studies were conducted to identify the determinants of transepithelial DTPA absorption. CF patients had significantly increased rates of DTPA absorption compared with control subjects but had similar mucociliary clearance rates. Treatment with hypertonic saline resulted in a decrease in DTPA absorption and an increase in mucociliary clearance in 11 out of 11 adult CF patients compared with treatment with isotonic saline. In vitro studies revealed that ∼ 50% of DTPA absorption can be attributed to transepithelial fluid transport. Apically applied mucus impedes liquid and DTPA absorption. However, mucus effects become negligible in the presence of an osmotic stimulus. Functional imaging of DTPA absorption provides a quantifiable marker of immediate response to treatments that promote airway surface liquid hydration.
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Affiliation(s)
- Landon W Locke
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Michael M Myerburg
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Robert S Parker
- Dept of Chemical Engineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - Lawrence Weber
- Dept of Radiology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Michael R Czachowski
- Dept of Radiology, Children's Hospital of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Thomas J Harding
- Dept of Radiology, Children's Hospital of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Stefanie L Brown
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Joseph A Nero
- Dept of Chemical Engineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - Joseph M Pilewski
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA Dept of Cell Biology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Timothy E Corcoran
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
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