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Trivedi AP, Hall C, Goss CW, Lew D, Krings JG, McGregor MC, Samant M, Sieren JP, Li H, Schechtman KB, Schirm J, McEleney S, Peterson S, Moore WC, Bleecker ER, Meyers DA, Israel E, Washko GR, Levy BD, Leader JK, Wenzel SE, Fahy JV, Schiebler ML, Fain SB, Jarjour NN, Mauger DT, Reinhardt JM, Newell JD, Hoffman EA, Castro M, Sheshadri A. Quantitative CT Characteristics of Cluster Phenotypes in the Severe Asthma Research Program Cohorts. Radiology 2022; 304:450-459. [PMID: 35471111 PMCID: PMC9340243 DOI: 10.1148/radiol.210363] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 12/27/2021] [Accepted: 02/17/2022] [Indexed: 11/11/2022]
Abstract
Background Clustering key clinical characteristics of participants in the Severe Asthma Research Program (SARP), a large, multicenter prospective observational study of patients with asthma and healthy controls, has led to the identification of novel asthma phenotypes. Purpose To determine whether quantitative CT (qCT) could help distinguish between clinical asthma phenotypes. Materials and Methods A retrospective cross-sectional analysis was conducted with the use of qCT images (maximal bronchodilation at total lung capacity [TLC], or inspiration, and functional residual capacity [FRC], or expiration) from the cluster phenotypes of SARP participants (cluster 1: minimal disease; cluster 2: mild, reversible; cluster 3: obese asthma; cluster 4: severe, reversible; cluster 5: severe, irreversible) enrolled between September 2001 and December 2015. Airway morphometry was performed along standard paths (RB1, RB4, RB10, LB1, and LB10). Corresponding voxels from TLC and FRC images were mapped with use of deformable image registration to characterize disease probability maps (DPMs) of functional small airway disease (fSAD), voxel-level volume changes (Jacobian), and isotropy (anisotropic deformation index [ADI]). The association between cluster assignment and qCT measures was evaluated using linear mixed models. Results A total of 455 participants were evaluated with cluster assignments and CT (mean age ± SD, 42.1 years ± 14.7; 270 women). Airway morphometry had limited ability to help discern between clusters. DPM fSAD was highest in cluster 5 (cluster 1 in SARP III: 19.0% ± 20.6; cluster 2: 18.9% ± 13.3; cluster 3: 24.9% ± 13.1; cluster 4: 24.1% ± 8.4; cluster 5: 38.8% ± 14.4; P < .001). Lower whole-lung Jacobian and ADI values were associated with greater cluster severity. Compared to cluster 1, cluster 5 lung expansion was 31% smaller (Jacobian in SARP III cohort: 2.31 ± 0.6 vs 1.61 ± 0.3, respectively, P < .001) and 34% more isotropic (ADI in SARP III cohort: 0.40 ± 0.1 vs 0.61 ± 0.2, P < .001). Within-lung Jacobian and ADI SDs decreased as severity worsened (Jacobian SD in SARP III cohort: 0.90 ± 0.4 for cluster 1; 0.79 ± 0.3 for cluster 2; 0.62 ± 0.2 for cluster 3; 0.63 ± 0.2 for cluster 4; and 0.41 ± 0.2 for cluster 5; P < .001). Conclusion Quantitative CT assessments of the degree and intraindividual regional variability of lung expansion distinguished between well-established clinical phenotypes among participants with asthma from the Severe Asthma Research Program study. © RSNA, 2022 Online supplemental material is available for this article. See also the editorial by Verschakelen in this issue.
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Affiliation(s)
- Abhaya P. Trivedi
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Chase Hall
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Charles W. Goss
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Daphne Lew
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - James G. Krings
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Mary Clare McGregor
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Maanasi Samant
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Jered P. Sieren
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Huashi Li
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Ken B. Schechtman
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Joshua Schirm
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Stephen McEleney
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Sam Peterson
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Wendy C. Moore
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Eugene R. Bleecker
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Deborah A. Meyers
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Elliot Israel
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - George R. Washko
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Bruce D. Levy
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Joseph K. Leader
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Sally E. Wenzel
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - John V. Fahy
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Mark L. Schiebler
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Sean B. Fain
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Nizar N. Jarjour
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - David T. Mauger
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Joseph M. Reinhardt
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - John D. Newell
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Eric A. Hoffman
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Mario Castro
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
| | - Ajay Sheshadri
- From the Division of Pulmonary, Critical Care, and Sleep Medicine,
Rush University Medical Center, Chicago, Ill (A.P.T.); Division of Pulmonary and
Critical Care Medicine, University of Kansas School of Medicine, Kansas City, KS
66103-2937 (C.H., M.C.); Division of Biostatistics (C.W.G., D.L., K.B.S.),
Division of Pulmonary and Critical Care Medicine (J.G.K., M.C.M., M.S.),
Washington University School of Medicine, St Louis, Mo; Department of Radiology,
University of Iowa, Iowa City, Iowa (J.P.S., J.M.R., J.D.N., E.A.H.); Department
of Medicine, University of Arizona, Tucson, Ariz (H.L., E.R.B., D.A.M.); VIDA
Diagnostics, Coralville, Iowa (J.S., S.M., S.P.); Section of Pulmonary, Critical
Care, Allergy and Immunologic Diseases, Wake Forest University School of
Medicine, Winston-Salem, NC (W.C.M.); Division of Pulmonary and Critical Care
Medicine, Brigham and Women’s Hospital, Boston, Mass (E.I., G.R.W.,
B.D.L.); Department of Radiology (J.K.L.) and Division of Pulmonary, Allergy and
Critical Care Medicine (S.E.W.), University of Pittsburgh, Pittsburgh, Pa;
Division of Pulmonary and Critical Care Medicine, University of California, San
Francisco, San Francisco, Calif (J.V.F.); Department of Radiology (M.L.S.,
S.B.F.) and Division of Allergy, Pulmonary and Critical Care Medicine (N.N.J.),
University of Wisconsin, Madison, Wis; Department of Public Health Sciences,
Penn State Eberly College of Science, University Park, Pa (D.T.M.); and
Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer
Center, Houston, Tex (A.S.)
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