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Schroeder, Joyce

https://orcid.org/0000-0002-7451-4886

Mayo Clinic

Mayo Clinic

Citations 8

Mucus plugs in chronic obstructive pulmonary disease are heterogeneous in size and shape and occur in relatively large airways
Farooqui, Omar, Elicker, Brett M. , Henry, Travis, Hahn, Lewis D. , Kallianos, Kimberly , Han, MeiLan K, Barr, R Graham, Smith, Benjamin M, Comellas, Alejandro P, Bon, Jessica , Hansel, Nadia, Wells, J Michael, Paine, R, Barjaktarevic, I., Schroeder, Joyce , Woodruff, Prescott G, Huang, B J, FAHY, JOHN V., Wells, J. Michael , Comellas, Alejandro P. , Smith, Benjamin M. , Schroeder, Joyce D , Comellas, Alejandro P , Wells, J Michael , Henry, Travis S, Han, MeiLan King , Barr, R. Graham, Smith, Benjamin M., Hansel, Nadia, Barjaktarević, Igor , Woodruff, Prescott G.

American Journal of Respiratory and Critical Care Medicine | January 5, 2026 | Volume: 212 | Issue: 2 | Pages: 268-276

10.1093/ajrccm/aamaf138 Get It

Abstract Rationale Mucus plugs occur in chronic obstructive pulmonary disease (COPD), but little is known about their size and airway location or whether these mucus plug features change as emphysema worsens. Methods Computed tomographic lung scans from 31 participants with COPD from the SubPopulations and InteRmediate Outcomes In COPD Study (SPIROMICS) cohort were analyzed to quantify mucus plug size and airway location and extent of emphysema. Radiologist annotations of mucus plugs were incorporated in an image processing pipeline to generate size and location information. Emphysema was quantified as the percentage of voxels less than -950 Hounsfield units. Measurements and Main Results The length distribution of 563 annotated mucus plugs varied from 2 to 50 mm. The distribution was multimodal, and an 11-mm length defined short (“stubby,” ≤11 mm) and long (“stringy,” >11 mm) plug phenotypes, with stubby plugs being most common (64%). Mucus plugs localized predominantly to airway generations 6 to 9, and their prevalence was highest in lower lobes. On a lobar basis, the mucus plug number decreased as emphysema percentage increased, whereas average mucus plug volume tended to increase. Conclusion COPD is characterized by mucus plugs of varying size and shape, and emphysematous lung regions may be differentially susceptible to formation of these plugs. The location of mucus plugs in segmental and subsegmental airways in COPD makes them amenable to treatment with inhaled medications or bronchoscopy.
SPIROMICS HF: Rationale, Design, and Reproducibility of Measures
Barr, R. Graham , Lima, João A.C. , Prince, Martin R. , Abraham, Theodore P. , Agarwal, Prachi , Arora, Garima , Balasubramanian, Aparna , Barjaktarević, Igor , Bello, Natalie A. , Carr, James C. , Cooper, Christopher B. , Finn, J. Paul , Freed, Benjamin H. , Hansel, Nadia N. , Hsu, Jeffrey J. , Kitzman, Dalane W. , LaBounty, Troy , Lee, Yoo Jin , Liu, Jing , Lloyd, Steven G. , Markl, Michael , Ortega, Victor E. , Paine, Robert , Peters, Stephen P. , Schroeder, Joyce , Shepshelovich, Daniel , Sun, Yifei , Wells, J. Michael , Wieben, Oliver , Woodruff, Prescott G. , Ambale-Venkatesh, Bharath , Agarwal, Prachi P , Arora, Garima , Balasubramanian, Aparna , Barjaktarevic, Igor , Bello, Natalie A , Bluemke, David A , Budoff, Matthew , Carr, James C , Chaudhuri, Dipayan , Cooper, Christopher B , Couper, David , Finn, J Paul , Freed, Benjamin H , Han, MeiLan King , Hansel, Nadia N , Hsu, Jeffrey J , Kitzman, Dalane W , Krishnan, Jerry A , LaBounty, Troy M , Lee, Yoo Jin , Liu, Jing , Lloyd, Steven G , Mukherjee, Monica , Beussink-Nelson, Lauren , Ohar, Jill , Paine, Robert , Schroeder, Joyce D , Shen, Wei , Sun, Yifei , Vogel-Claussen, Jens , Watson, Karol E. , Wells, J Michael , Wieben, Oliver , Woodruff, Prescott G , Shah, Sanjiv J , Markl, Michael , Barr, R. Graham , Bluemke, David A. , Budoff, Matthew J. , Couper, David , Mukherjee, Monica , Vogel‐Claussen, Jens

Circulation: Heart Failure | November 5, 2025 | Volume: 18 | Issue: 12 | Pages: No page available

10.1161/circheartfailure.125.012833 Get It

BACKGROUND: Although chronic obstructive pulmonary disease (COPD) and heart failure with preserved ejection fraction often coexist with overlapping clinical features, they are usually studied separately. The SPIROMICS HF (Subpopulations and Intermediate Outcome Measures in COPD and Heart Failure Study) is testing hypotheses that new computed tomography emphysema subtypes are associated with specific cardiovascular phenotypes (eg, cor pulmonale , cor pulmonale parvus ), common airway branch variants are associated with right heart dysfunction, and symptomatic tobacco-exposed persons with preserved spirometry have signs of increased left ventricular afterload. METHODS: SPIROMICS is a multicenter observational study of COPD with extensive pulmonary phenotyping of participants with ≥20 pack-years smoking and nonsmoking controls. COPD and COPD severity were defined by standard spirometric criteria and symptomatic tobacco-exposed persons with preserved spirometry by ≥20 pack-years, normal spirometry, and COPD Assessment Test score >10. SPIROMICS HF selected all participants in SPIROMICS visit 5 at major sites. Its comprehensive speckle-tracking echocardiography, which included physiological perturbations of leg raise and low-intensity exercise, was harmonized prospectively with the Multi-Ethnic Study of Atherosclerosis Early Heart Failure and HeartSHARE (Combining Omics, Deep Phenotyping, and Electronic Health Records for Heart Failure Subtypes and Treatment Targets) studies. The cardiopulmonary magnetic resonance imaging protocol with gadolinium administration included myocardial fibrosis sequences, pulmonary angiography, time-resolved 3-dimensional cine magnetic resonance imaging (4-dimensional flow) of venous return, and metronome-paced tachypnea to induce dynamic hyperinflation. Coronary artery calcium was assessed on computed tomography scans. The Kansas City Cardiomyopathy Questionnaire was administered. RESULTS: Of the final sample of 753 participants, 57% had COPD (15% mild, 27% moderate, and 15% severe), 18% had symptomatic tobacco-exposed persons with preserved spirometry, 16% were smoking controls, and 8% were nonsmoking controls. Reproducibility of the main measures from speckle-tracking echocardiography (intraclass correlation coefficient, 0.83–0.99), exercise echocardiography (intraclass correlation coefficient, 0.71–0.99) and magnetic resonance imaging (intraclass correlation coefficient, 0.57–0.99) were good-to-excellent, including in severe COPD. CONCLUSIONS: SPIROMICS HF aims to characterize and understand cardiopulmonary interactions in COPD and COPD-related phenotypes to inform targeted treatments for combined cardiopulmonary failure.
Association of Ground-Glass Opacities with Systemic Inflammation and Progression of Emphysema
Fortis, Spyridon , Guo, Junfeng , Chaudhary, Muhammad F. A. , Newell, John D. , Gerard, Sarah E. , Han, MeiLan K., Kazerooni, Ella A. , Bodduluri, Sandeep, Paine, Robert , Awan, Hira A. , Schroeder, Joyce , Gravens‐Mueller, Lisa, Ortega, Victor E. , Anderson, Wayne H. , Cooper, Christopher B. , Woodruff, Prescott G. , Bhatt, Surya P. , Hoffman, Eric A. , Comellas, Alejandro P. , Bowler, Russell P , Hoffman, Eric A , Comellas, Alejandro P , Fortis, Spyridon , Bhatt, Surya P , Nagpal, Prashant , Han, MeiLan King , Martínez, Fernando J. , Barjaktarević, Igor , Barr, R. Graham , Bodduluri, Sandeep , Couper, David , Bowler, Russell P. , Reinhardt, Joseph M.

American Journal of Respiratory and Critical Care Medicine | June 6, 2024 | Volume: 210 | Issue: 12 | Pages: 1432-1440

10.1164/rccm.202310-1825oc Get It

Abstract Rationale Ground-glass opacities (GGOs) in the absence of interstitial lung disease are understudied. Objectives To assess the association of GGOs with white blood cells (WBCs) and progression of quantified chest computed tomography emphysema. Methods We analyzed data of participants in the SPIROMICS study (Subpopulations and Intermediate Outcome Measures in COPD Study). Chest radiologists and pulmonologists labeled regions of the lung as GGOs, and the adaptive multiple feature method (AMFM) trained the computer to assign those labels to image voxels and quantify the volume of the lung with GGOs (%GGOAMFM). We used multivariable linear regression, zero-inflated negative binomial, and proportional hazards regression models to assess the association of %GGOAMFM with WBCs, changes in percentage emphysema, and clinical outcomes. Measurements and Main Results Among 2,714 participants, 1,680 had chronic obstructive pulmonary disease (COPD) and 1,034 had normal spirometry. Among participants with COPD, on the basis of multivariable analysis, current smoking and chronic productive cough were associated with higher %GGOAMFM. Higher %GGOAMFM was cross-sectionally associated with higher WBC and neutrophil concentrations. Higher %GGOAMFM per interquartile range at visit 1 (baseline) was associated with an increase in emphysema at 1-year follow-up visit by 11.7% (relative increase; 95% confidence interval, 7.5–16.1%; P < 0.001). We found no association between %GGOAMFM and 1-year FEV1 decline, but %GGOAMFM was associated with exacerbations and all-cause mortality during a median follow-up of 1,544 days (interquartile interval, 1,118–2,059). Among normal spirometry participants, we found similar results, except that %GGOAMFM was associated with progression to COPD at 1-year follow-up. Conclusions Our findings suggest that GGOAMFM is associated with increased systemic inflammation and emphysema progression.
Cardiopulmonary Failure in Chronic Obstructive Pulmonary Disease (COPD): The Subpopulations and Intermediate Outcome Measures in COPD and Heart Failure Study (SPIROMICS HF)
Abraham, Theodore P. , Agarwal, Prachi , Arora, Garima , Venkatesh, B., Carr, James , Cooper, C.B. , Finn, Paul, Hansel, Nadia N. , Kitzman, Dalane W. , LaBounty, Troy , Lee, Y.J., Lloyd, Steven G. , Nelson, Lauren , Ortega, Victor E. , Paine, Robert , Peters, S.P., Schroeder, Joyce , Sun, Yifei , Woodruff, Prescott G. , Barr, R. Graham , Lima, João A.C. , Prince, Martin R. , Barjaktarević, Igor , Bello, Natalie A. , Ambale-Venkatesh, Bharath , Bluemke, David A. , Budoff, Matthew J. , Chaudhuri, Dipankar , Couper, David , Dransfield, Mark T. , Freed, Benjamin H. , Han, MeiLan King , Hsu, Jeffrey J. , Krishnan, Jerry A , Liu, J., Markl, Michael , Mukherjee, Monica , Nelson, L., Ohar, Jill , Shen, Wei , Vogel‐Claussen, Jens , Watson, Karol E. , Wieben, Oliver , Shah, Sanjiv J

C105. RESPIRATORY REVELATIONS: EPIDEMIOLOGIC STUDIES IN ASTHMA, COPD, AND LUNG FUNCTION | April 30, 2024 | Volume: No volume available | Issue: No issue available | Pages: A6771-A6771

10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6771 Get It

LungViT: Ensembling Cascade of Texture Sensitive Hierarchical Vision Transformers for Cross-Volume Chest CT Image-to-Image Translation
Chaudhary, Muhammad F. A. , Gerard, Sarah E. , Christensen, Gary E. , Cooper, Christopher B. , Schroeder, Joyce , Hoffman, Eric A. , Hoffman, Eric A , Reinhardt, Joseph M.

IEEE Transactions on Medical Imaging | February 19, 2024 | Volume: 43 | Issue: 7 | Pages: 2448-2465

10.1109/tmi.2024.3367321 Get It

Deep Residual Convolutional Network Predicts Future Severe Exacerbations of COPD in SPIROMICS
Awan, Hira A. , Chaudhary, Muhammad F. A. , Bhatt, S.P. , Cooper, C.B., Criner, G.J., Hansel, N.N., Krishnan, J.A., Ortega, Victor E. , Paine, Robert , Schroeder, Joyce , Gerard, Sarah E. , Comellas, Alejandro P. , Hoffman, Eric A. , Barjaktarević, Igor , Bhatt, Surya P. , Cooper, C.B. , Criner, G.J., Reinhardt, Joseph M.

B41. RISK FACTORS AND OUTCOMES FOR COPD EXACERBATIONS | May 1, 2023 | Volume: No volume available | Issue: No issue available | Pages: A3318-A3318

10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a3318 Get It

Association of Increased Chest CT Density (ICTD) with Clinical Features and Emphysema Progression in Ever Smokers
Guo, Junfeng , Chaudhary, Muhammad F. A. , Newell, John D. , Nagpal, P., Gerard, Sarah E. , Kazerooni, Ella A. , Martinez, F.J., Bodduluri, Sandeep , Schroeder, Joyce , Gravens‐Mueller, Lisa, Ortega, Victor E. , Anderson, Wayne H. , Cooper, C.B., Bhatt, S.P. , Woodruff, P., Hoffman, E.A., Comellas, Alejandro P. , Comellas, Alejandro P , Fortis, Spyridon , Han, Mingyuan , Barjaktarević, Igor , Barr, R. Graham , Cooper, C.B. , Couper, David , Bhatt, Surya P. , Reinhardt, Joseph M.

A22. IMAGING AND MOLECULAR BIOMARKERS IN COPD | May 2, 2022 | Volume: No volume available | Issue: No issue available | Pages: A1080-A1080

10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1080 Get It