Back to Authors

Ohar, Jill

0000-0002-2757-6806

Mayo Clinic

Wake Forest University

Citations 11

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.
Food Desert is Associated With All-cause and Cardiovascular Mortality in SPIROMICS
Offor, Obiageli , Hansel, N.N., Barjaktarevic, I., Bowler, R.P., Bosma, C. , Curtis, J.L., Dolezal, Brett A. , LaFon, David C. , Guo, C. , Alexis, Neil E. , Ortega, V.E., Woodruff, P., Putcha, Nirupama , Buhr, Russell G. , Barjaktarevic, I., Barr, R. Graham , Bosma, Christopher B , Curtis, J.L., Ohar, Jill , O’Neal, Wanda K. , Pistenmaa, Carrie L. , Fawzy, Ashraf

American Journal of Respiratory and Critical Care Medicine | May 11, 2025 | Volume: 211 | Issue: Supplement_1 | Pages: A6182-A6182

10.1164/ajrccm.2025.211.abstracts.a6182 Get It

Abstract Rationale: Adverse social determinants of health (SDOH) are common in COPD and associated with increased mortality. However, cause-specific mortality is understudied. We evaluated associations of neighborhood-level SDOH with all-cause and cause-specific mortality among individuals with or at-risk for COPD. Methods: SPIROMICS is an ongoing, multi-center, longitudinal observational study of individuals across the US with current or former personal smoking histories (≥20 pack-years), with or without spirometrically-defined COPD. We established geocoded neighborhood-level SDOH at baseline using 2010 census tract data, including specifically, area deprivation index (ADI) (range 0-100, 100 = most disadvantaged), poverty level (percentage of households below the poverty line), poor food access (>1/3 of residents with no access to fresh food stores within 1 mile in urban areas and 10 miles in rural areas), and food desert (low income plus poor food access). We ascertained all-cause and cause-specific mortality through 12/31/2021 using the National Death Index. Using Cox proportional hazards models, we evaluated the risk of all-cause mortality for each SDOH. We utilized competing-risk regression models to evaluate the risk of cardiovascular, respiratory, COPD (a subset of respiratory), and neoplastic causes of death individually with each SDOH. Models were adjusted for demographics, smoking status, pack-years, BMI categories, coronary heart disease, FEV1% predicted and study site. Effect modification by lung function was assessed using multiplicative interactions between SDOH and FEV1% predicted. Results: Among 2977 participants, mean ADI was 40.1±27.8. Within a participant's neighborhood, on average 10.4±10.4% of households were below the poverty line, 933 (31.3%) had poor food access, and 220 (7.4%) resided in a food desert. During a median follow-up of 7.8 years (IQR 5.6-9.2), 744 (25.0%) participants died, most commonly from respiratory causes including COPD. Neither ADI nor neighborhood poverty level were associated with all-cause mortality or any specific cause of death (Table). Despite lack of associations between food access and mortality (Table), individuals residing in a food desert had elevated risks of all-cause (HR: 1.36 [95%CI: 1.03-1.79]) and cardiovascular (HR: 2.62 [95%CI: 1.5-4.35]) deaths. There was no significant effect modification by lung function. Conclusions: In a large cohort of individuals with personal smoking histories, with or without COPD, living in a food desert was associated with increased all-cause and cardiovascular mortality. However, neighborhood poverty level and food access, the two components of food desert, were not independently associated with mortality, suggesting the association of multimodal SDOH variables with mortality in this population.
Longitudinal Outcomes in Pi*MZ Alpha-1 Antitrypsin–Deficient Individuals with Tobacco Smoking History from the SPIROMICS Cohort
Barjaktarević, Igor , Hixson, Roxana, Zhuang, Zian , Buhr, Russell G. , Tejwani, Vickram , Barr, R. Graham, Bateman, Lori A. , Bhatt, Surya P. , Bleecker, Eugene R. , Cooper, Christopher B., Fortis, Spyridon , Hansel, Nadia N. , Hoffman, Eric A. , Martinez, Fernando J., Meyers, Deborah A., Paine, Robert, Pirozzi, C.S. , Sandhaus, Robert A. , Tashkin, Donald P., Wells, J. Michael , Woodruff, Prescott G. , Ortega, Victor E. , Drummond, M Bradley , Fortis, Spyridon , Hoffman, Eric A , Wells, J Michael , Barjaktarevic, Igor , Buhr, Russell G , Bhatt, Surya P , Barr, R. Graham, Curtis, Jeffrey L. , Drummond, Michael , Ghosh, Auyon , Han, MeiLan King , Ohar, Jill , Meyers, Deborah A. , Strange, Charlie

Annals of the American Thoracic Society | March 11, 2025 | Volume: 22 | Issue: 7 | Pages: 998-1008

10.1513/annalsats.202411-1209oc Get It

Abstract Rationale Reliable data about the natural history of lung function decline in alpha-1 antitrypsin (AAT)-deficient Pi*MZ heterozygotes is largely missing. Objectives We hypothesized that, in adults with a tobacco smoking history, lung function deteriorates faster in Pi*MZ compared with the Pi*MM genotype. Methods We identified 1,856 Pi*MM and 79 Pi*MZ participants with ⩾20 pack-years tobacco smoking history from the SPIROMICS (Subpopulations and Intermediate Outcomes Measures in COPD Study) cohort by DNA sequencing and followed them over a median of 4.8 years, comparing radiographic and clinical characteristics between the two groups over time using regression models. Results Adjusted for age, sex, race, smoking pack-year history, and smoking status, Pi*MZ participants had a lower baseline percent predicted forced expiratory volume in 1 second (FEV1) (65.4% vs. 75.1%; difference 95% confidence interval [CI], −15.4% to −3.9%), more radiographic emphysema (<−950 Hounsfield units%, 12.9% vs. 7.8%; difference 95% CI, 2.8% to 7.5%), and nonsignificantly lower lung density. In the longitudinal analysis, the FEV1 annual rate of decline was similar in both groups over the course of the study (−34.5 ml/yr vs. −34.6 ml/yr for Pi*MZ and Pi*MM; difference 95% CI, −16.9 to 17.1 ml/yr). There were no significant differences between Pi*MZ and Pi*MM individuals in the annualized change in lung density, emphysema, patient-reported outcomes, exacerbations, or survival. The proportion with faster FEV1 decline (annual loss ⩾40 ml) was similar in Pi*MZ and Pi*MM groups. In both groups, faster FEV1 decline was associated with more air trapping and small airway disease at baseline. In Pi*MZ only, faster decline was associated with higher blood eosinophil counts (310 vs. 220 cells/μl; difference 95% CI, 30 to 140 cells/μl). In the subgroup analysis limited to a small number of currently smoking participants, no significant differences in longitudinal outcomes were found. Conclusions Despite a lower FEV1 and more emphysema at enrollment, the longitudinal analysis did not demonstrate significantly greater lung function decline or lung density loss in Pi*MZ compared with Pi*MM participants with tobacco smoking history. Limited sample size and duration of longitudinal follow-up constrain generalizability of our findings, thus prohibiting the conclusion that longitudinal trajectories did not differ between these groups. However, our results may suggest that earlier life events could be responsible for more extensive lung disease at enrollment in Pi*MZ compared with Pi*MM tobacco-exposed individuals.
Clinical Characteristics and Longitudinal Outcomes in Heterogeneous Emphysema in SPIROMICS
Hong, Angela , Newell, John D. , Valipour, Arschang , Ortega, Victor E. , Cooper, C.B., Hansel, Nadia N. , Paine, Robert , Woodruff, P., Hong, A., Eddy, Rachel L. , Goldin, Jonathan , Hoffman, Eric A. , Abtin, Fereidoun G. , Criner, Gerard J. , Reinhardt, Joseph M. , Barr, R. Graham , Ohar, Jill , Curtis, Jeffrey L. , Cooper, C.B. , Drummond, Michael , Han, MeiLan King , Labaki, Wassim W. , Martínez, Fernando J. , Wells, J. Michael , Tashkin, Donald P. , Barjaktarević, Igor

D13. DETERMINANTS OF DISEASE PROGRESSION AND DECLINE IN COPD | April 30, 2024 | Volume: No volume available | Issue: No issue available | Pages: A6905-A6905

10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6905 Get It

Longitudinal Progression of CT Emphysema Subtypes Using Density-based and Hidden Markov Measure Field-based Thresholds: The Subpopulations and Intermediate Outcome Measures in COPD Study (SPIROMICS)
Wysoczanski, Artur , Bowler, R.P., Cooper, Christopher B. , Menchaca, Martha , Ortega, Victor E. , Paine, Robert , Woodruff, Prescott G. , Laine, Andrew F. , Angelini, Elsa D. , Hermann, E.A. , Dransfield, Mark T. , Han, MeiLan King , Hoffman, Eric A. , Krishnan, Jerry A , Menchaca, M.G., Ohar, Jill , Smith, Benjamin M. , Sun, Yuan‐Wan , Barr, R. Graham

D15. MACHINE LEARNING AND LARGE COHORT STUDIES TO UNDERSTAND EXPOSURE-RELATED LUNG DISEASE | April 30, 2024 | Volume: No volume available | Issue: No issue available | Pages: A6928-A6928

10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6928 Get It

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

Association of CT-Assessed Dysanapsis With Interstitial Lung Abnormalities in Older Adults
Kim, J. , Anderson, Michaela R. , Hoffman, E.A., Raghu, Ganesh , Ortega, Victor E. , Woodruff, P., Tan, W.-C. , Bourbeau, J., Bossé, Ynuk , Podolanczuk, A., Berger, K., Assayag, Deborah , Manichaikul, Ani , Rich, Stephen S. , Kaner, Robert J. , Hoffman, E.A., Ohar, Jill , Tan, W.C. , Barr, R. Graham , Oelsner, Elizabeth C. , Smith, Benjamin M.

A46. DIAGNOSIS AND MONITORING OF ILD | April 30, 2024 | Volume: No volume available | Issue: No issue available | Pages: A1746-A1746

10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a1746 Get It

The Effect of Chronic Altitude Exposure on Chronic Obstructive Pulmonary Disease Outcomes in the SPIROMICS Cohort: An Observational Cohort Study
Suri, Rajat , Markovic, Daniela , Woo, Han, Arjomandi, Mehrdad , Bowler, Russell P. , Criner, Gerard J. , Curtis, Jeffrey L. , Dransfield, Mark T. , Fortis, Spyridon , Hoffman, Eric A. , Kaufman, Joel D. , Ortega, Victor E. , Paine, Robert, Soler, Xavier , Woodruff, Prescott G. , Hansel, Nadia N. , Cooper, Christopher B. , Bowler, Russell P , Criner, Gerard , Curtis, Jeffrey L , Dransfield, Mark T , Drummond, M Bradley , Fortis, Spyridon , Han, MeiLan King , Hoffman, Eric A , Kaner, Robert J. , Kaufman, Joel D , Krishnan, Jerry A , Martinez, Fernando , Ohar, Jill , Woodruff, Prescott G , Hansel, Nadia N , Cooper, Christopher B , Tashkin, Donald , Buhr, Russell G , Barjaktarevic, Igor , Barr, R. Graham , Drummond, Michael , Martínez, Fernando J. , Tashkin, Donald P. , Buhr, Russell G. , Barjaktarević, Igor

American Journal of Respiratory and Critical Care Medicine | March 20, 2024 | Volume: 210 | Issue: 10 | Pages: 1210-1218

10.1164/rccm.202310-1965oc Get It

Abstract Rationale Individuals with chronic obstructive pulmonary disease (COPD) have airflow obstruction and maldistribution of ventilation. For those living at high altitude, any gas exchange abnormality is compounded by reduced partial pressures of inspired oxygen. Objectives Does residence at higher altitude exposure affect COPD outcomes, including lung function, imaging characteristics, symptoms, health status, functional exercise capacity, exacerbations, and mortality? Methods From the SPIROMICS (Subpopulation and Intermediate Outcome Measures in COPD Study) cohort, we identified individuals with COPD living below 1,000 ft (305 m) elevation (n = 1,367) versus above 4,000 ft (1,219 m) elevation (n = 288). Multivariable regression models were used to evaluate associations of exposure to high altitude with COPD-related outcomes. Measurements and Main Results Living at higher altitude was associated with reduced functional exercise capacity as defined by 6-minute-walk distance (−32.3 m [95% confidence interval, −49.8 to −14.8 m]). There were no differences in patient-reported outcomes as defined by symptoms (COPD Assessment Test and modified Medical Research Council dyspnea scale), or health status (St. George’s Respiratory Questionnaire). Higher altitude was not associated with a different rate of FEV1 decline. Higher altitude was associated with lower odds of severe exacerbations (incidence rate ratio, 0.65 [95% confidence interval, 0.46 to 0.90]). There were no differences in small airway disease, air trapping, or emphysema. In longitudinal analyses, higher altitude was associated with increased mortality (hazard ratio, 1.25 [95% confidence interval, 1.0 to 1.55]); however, this association was no longer significant when accounting for air pollution. Conclusions Long-term altitude exposure is associated with reduced functional exercise capacity in individuals with COPD, but this did not translate into differences in symptoms or health status. In addition, long-term high-altitude exposure did not affect progression of disease as defined by longitudinal changes in spirometry. Clinical trial registered with www.clinicaltrials.gov (NCT 01969344).
Longitudinal Follow-Up of Participants With Tobacco Exposure and Preserved Spirometry
McKleroy, William , Shing, Tracie L. , Anderson, Wayne H. , Arjomandi, Mehrdad , Awan, Hira Anees, Bleecker, Eugene R. , Boscardin, John, Criner, Gerard J. , Comellas, Alejandro P. , Dolezal, Brett A. , Hansel, Nadia N. , Helton, K., Hoffman, Eric A. , Kanner, Richard E. , Lazarus, Stephen C. , Ortega, Victor E. , Paine, Robert , Peters, Stephen P. , Rennard, Stephen I. , Smith, Benjamin M. , Cooper, Christopher B. , Woodruff, Prescott G. , Criner, Gerard , Hoffman, Eric A , Comellas, Alejandro P , Boscardin, W. John , Barjaktarević, Igor , Barr, R. Graham , Bowler, Russell P. , Buhr, Russell G. , Curtis, Jeffrey L. , Dransfield, Mark T. , Doerschuk, Claire M. , Drummond, Michael , Han, MeiLan King , Helton, Kinsey, Kaner, Robert J. , Krishnan, Jerry A , Martínez, Fernando J. , Ohar, Jill , Reinhardt, Joseph M. , Tashkin, Donald P. , Couper, David

JAMA | August 1, 2023 | Volume: 330 | Issue: 5 | Pages: 442

10.1001/jama.2023.11676 Get It

Importance People who smoked cigarettes may experience respiratory symptoms without spirometric airflow obstruction. These individuals are typically excluded from chronic obstructive pulmonary disease (COPD) trials and lack evidence-based therapies. Objective To define the natural history of persons with tobacco exposure and preserved spirometry (TEPS) and symptoms (symptomatic TEPS). Design, Setting, and Participants SPIROMICS II was an extension of SPIROMICS I, a multicenter study of persons aged 40 to 80 years who smoked cigarettes (>20 pack-years) with or without COPD and controls without tobacco exposure or airflow obstruction. Participants were enrolled in SPIROMICS I and II from November 10, 2010, through July 31, 2015, and followed up through July 31, 2021. Exposures Participants in SPIROMICS I underwent spirometry, 6-minute walk distance testing, assessment of respiratory symptoms, and computed tomography of the chest at yearly visits for 3 to 4 years. Participants in SPIROMICS II had 1 additional in-person visit 5 to 7 years after enrollment in SPIROMICS I. Respiratory symptoms were assessed with the COPD Assessment Test (range, 0 to 40; higher scores indicate more severe symptoms). Participants with symptomatic TEPS had normal spirometry (postbronchodilator ratio of forced expiratory volume in the first second [FEV 1 ] to forced vital capacity >0.70) and COPD Assessment Test scores of 10 or greater. Participants with asymptomatic TEPS had normal spirometry and COPD Assessment Test scores of less than 10. Patient-reported respiratory symptoms and exacerbations were assessed every 4 months via phone calls. Main Outcomes and Measures The primary outcome was assessment for accelerated decline in lung function (FEV 1 ) in participants with symptomatic TEPS vs asymptomatic TEPS. Secondary outcomes included development of COPD defined by spirometry, respiratory symptoms, rates of respiratory exacerbations, and progression of computed tomographic–defined airway wall thickening or emphysema. Results Of 1397 study participants, 226 had symptomatic TEPS (mean age, 60.1 [SD, 9.8] years; 134 were women [59%]) and 269 had asymptomatic TEPS (mean age, 63.1 [SD, 9.1] years; 134 were women [50%]). At a median follow-up of 5.76 years, the decline in FEV 1 was −31.3 mL/y for participants with symptomatic TEPS vs −38.8 mL/y for those with asymptomatic TEPS (between-group difference, −7.5 mL/y [95% CI, −16.6 to 1.6 mL/y]). The cumulative incidence of COPD was 33.0% among participants with symptomatic TEPS vs 31.6% among those with asymptomatic TEPS (hazard ratio, 1.05 [95% CI, 0.76 to 1.46]). Participants with symptomatic TEPS had significantly more respiratory exacerbations than those with asymptomatic TEPS (0.23 vs 0.08 exacerbations per person-year, respectively; rate ratio, 2.38 [95% CI, 1.71 to 3.31], P < .001). Conclusions and Relevance Participants with symptomatic TEPS did not have accelerated rates of decline in FEV 1 or increased incidence of COPD vs those with asymptomatic TEPS, but participants with symptomatic TEPS did experience significantly more respiratory exacerbations over a median follow-up of 5.8 years.