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Cho, M.H.

https://orcid.org/0000-0002-8695-5558

Mayo Clinic

Brigham and Women's Hospital

Citations 13

Whole Genome Sequencing Analysis of Severe, Early-onset Chronic Obstructive Pulmonary Disease
Gharib, Salwa, Oelsner, E., Xu, Hanfei , Yu, Bing , Meyers, D.A., Norwood, Arnita F. , Ortega, V.E., Sliwiński, P, Medicine, Trans-Omics in Precision, Silverman, E.K., Cho, M.H. , Oelsner, Elizabeth C. , Oelsner, Elizabeth C , Kim, Katherine Callaway , Hu, X., Chun, Sung , Rasmussen‐Torvik, Laura J. , Sofer, Tamar , Barr, R. Graham , Carson, April P. , Kalhan, Ravi , Kaplan, Robert C. , Lomas, David A. , London, Stephanie J. , Meyers, D.A., O’Connor, George T. , Psaty, Bruce M. , Rich, Stephen S. , Manichaikul, Ani

American Journal of Respiratory and Critical Care Medicine | May 11, 2025 | Volume: 211 | Issue: Supplement_1 | Pages: A3380-A3380

10.1164/ajrccm.2025.211.abstracts.a3380 Get It

Abstract Background:Chronic obstructive pulmonary disease (COPD) is a major global health burden, with genome-wide association studies explaining only a fraction of its heritability. Recent advancements, including large-scale, multi-ancestry whole-genome sequencing and a focus on severe, early-onset cases, offer promising avenues to identify additional COPD-related variants. Furthermore, recent studies show that adjusting for polygenic risk scores (PRS) enhances statistical power to detect rare variants, advancing efforts to understand COPD's genetic basis. Methods:We performed a whole genome sequencing association study of severe, early-onset COPD (FEV1 < 50%, age ≤ 55), FEV1 and FEV1/FVC in eight population-based studies (ARIC, CARDIA, CFS, CHS, FHS, HCHS/SOL, JHS, MESA) and seven COPD-enriched studies (COPDGene, ECLIPSE, Boston Early-Onset COPD Study, LTRC, TCGS (Poland), ICGN, SPIROMICS). We performed single-variant analyses using regenie software, applying a genome-wide significance threshold of P < 5.0 x 10-8. For rare variant set (MAF <1%) analysis, we annotated variants with loss of function or deleterious missense using WGS Annotator and prediction tools LOFTEE, SIFT, and PolyPhen2, then analyzed these variants with SKATO-ACAT method in regenie, adjusting for covariates including sex, sequencing center, and principal components of ancestry. We additionally evaluated adjusting the analyses for PRSs for lung function traits. Results: We analyzed 53,028 participants including 34,751 European, 12,508 African, 1,088 Latino American, and 674 East Asian ancestry. Across cohorts, we analyzed 5,063 severe (FEV1 < 50%) COPD cases, among whom 1,103 were early-onset (age ≤ 55). Excluding variants within 1 Mbp of known variants, single-variant analysis identified 68 novel associations (MAC ≥ 30), with 8 common associations (MAF ≥ 1%) in 6 genomic regions. Our most significant novel association for severe early-onset COPD was rs74297390 (intergenic to POM121L12, MAF = 9.6%, Beta = 0.41, P = 3.5 x 10-8). For FEV1 and FEV1/FVC ratio, variants near DKK2 and AKR1E2 were significantly associated and were replicated in an independent dataset (Shrine et al., 2019). DKK2 is an antagonist in the Wnt pathway. In a preliminary variant set analysis, CHRM3-AS1 was associated with severe early-onset COPD, GPAT with FEV1, and COL8A1I and HMCN1 with FEV1/FVC. With PRS adjustment, ST6GALNAC5 was associated with FEV1/FVC. Conclusions: In a whole genome sequencing study of lung function and severe early-onset COPD, we identified new loci for COPD-related phenotypes, including two novel loci that replicated in an independent dataset. Ongoing work involves variant set-based analyses with additional covariate adjustments, as well as PRS adjustments for binary traits.
Lower Lobe Mucus Plug Distribution is Associated With Increased Risk for Future Acute Exacerbations Among Tobacco-exposed Persons
Mettler, S.K., Campo, M. Iturrioz, Yen, A., Sonavane, S., Wang, Wei , Cho, M.H. , Mettler, Sofia K. , Wan, Emily S. , Borgaonkar, Ruchita , Nardelli, Pietro , Grumley, Scott , Estépar, R. San José , Díaz, Alejandro A.

American Journal of Respiratory and Critical Care Medicine | May 11, 2025 | Volume: 211 | Issue: Supplement_1 | Pages: A2944-A2944

10.1164/ajrccm.2025.211.abstracts.a2944 Get It

Abstract Introduction / Rationale Mucus plugs (MPs) on chest computed tomography (CT) are associated with increased respiratory symptoms, worse lung function, and elevated mortality and acute exacerbations among individuals with GOLD2-4 COPD. Whether mucus plug distribution in the upper versus lower lobes differentially impacts future acute exacerbations (AEs) has been incompletely explored. Methods Data from current and former tobacco users, ages 40-80, with ≥10 pack-years, at the enrollment visit in COPDGene were analyzed. MPs were visually-assessed on chest CTs using a sequential reading system; the MP score was calculated as the number of bronchopulmonary segments with plugs (range 0-18). Among subjects with MPs, the percent of lower lobe MPs (%LLMPs) was calculated as the number of bronchopulmonary segments in the right and left lower lobes divided by the total number of bronchopulmonary segments (range 0-100%). Moderate-to-severe AEs were assessed prospectively biannually for up to 15.5 years. Zero-inflated Poisson regression, adjusting for age, sex, BMI, race, smoking status, pack-years, FEV1% predicted, history of AEs (year prior to enrollment), and clinical center assessed the relationship between %LLMPs, total MPs, and prospective AEs; duration of follow-up was included as the offset. Subgroup analyses by lung function category (GOLD0, GOLD 1-4 COPD, and Preserved Ratio Impaired Spirometry, PRISm) were also performed using the same model. Results Among 10,198 tobacco-exposed individuals, 9,406 subjects (mean age 59.7±9.0, 53.4% male, 68% non-Hispanic white) had chest CT scans scored for MPs. The overall prevalence of MP>0 was 30.4%, with an average MP score of 0.78±1.88 and average %LLMP of 48%±39%. The prevalence of MPs varied by lung function category (20.1% GOLD0, 26.2% PRISm, 40.8% COPD) as did the mean MP score (0.28±0.93 GOLD0, 0.49±1.38 PRISm, 1.30±2.42 COPD) (Figure 1). The %LLMP also varied by lung function category (33%±39% GOLD0, 38%±37% PRISm, 57%±37% COPD). Among subjects with MPs>0 (n=2,857), higher %LLMP was associated with a significantly increased risk for future AEs (adjusted rate ratio (aRR) [95%CI]= 1.11[1.05-1.17]; Figure 1). Subgroup analyses by lung function category supported a significant association between increased %LLMP and future AEs in GOLD0 (aRR 1.45 [1.25-1.69]), but not in the COPD or PRISm subgroups (Figure 1). Conclusions A higher proportion of lower lobe mucus plugs is significantly associated with increased risk for future AEs among tobacco-exposed persons. Despite having the lowest burden of MPs, the highest risk for prospective AEs with increasing %LLMP was observed in the subgroup with normal spirometry (GOLD0).
Airway Mucus Plugging and Cause-specific Mortality in COPD
Mettler, S.K., Nath, P. H., Yen, A.A., Kligerman, Seth , Jacobs, Kathleen, Manapragada, Padma P. , Abozeed, Mostafa , Zahid, Mohd , Ahmed, Asmaa , Terry, Nina , Elalami, Rim, Sonavane, Sushilkumar K. , Billatos, Ehab , Wang, Wei , Cho, M.H. , Grumley, Scott , Kim, Katherine Callaway , Nardelli, Pietro , Aziz, Muhammad Usman , Estépar, Raúl San Jośe , Abdalla, M., Díaz, Alejandro A.

C24. CLINICAL, BIOLOGIC, AND RADIOLOGIC MARKERS OF KEY OUTCOMES AND TREATMENT RESPONSE IN COPD | April 30, 2024 | Volume: No volume available | Issue: No issue available | Pages: A5122-A5122

10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a5122 Get It

Socioeconomic Deprivation Is Associated With Prevalence and Persistence of Airway Mucus Plugs in Patients With COPD
Mettler, S.K., Nath, P. H., Yen, A.A., Kligerman, Seth , Jacobs, Kathleen, Manapragada, Padma P. , Abozeed, Mostafa , Zahid, Mohd , Ahmed, Asmaa , Terry, Nina , Sonavane, Sushilkumar K. , Billatos, Ehab , Wang, Wei , Cho, M.H. , Grumley, Scott , Kim, Katherine Callaway , Nardelli, Pietro , Aziz, Muhammad Usman , Estépar, R. San José , Abdalla, Mazen A. , Díaz, Alejandro A.

A54. EXPLORING ASTHMA AND COPD: DIVERSE INSIGHTS FROM GLOBAL PERSPECTIVES | April 30, 2024 | Volume: No volume available | Issue: No issue available | Pages: A2110-A2110

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Airway Mucus Plugging in Upper Versus Lower Lobes and Associations With Outcomes in COPD
Mettler, S.K., Nath, P. H., Yen, A.A., Kligerman, Seth , Jacobs, Kathleen, Manapragada, Padma P. , Abozeed, Mostafa , Zahid, Mohd , Ahmed, Asmaa , Terry, Nina , Elalami, Rim, Sonavane, Sushilkumar K. , Billatos, Ehab , Wang, Wei , Cho, M.H. , Grumley, Scott , Kim, Katherine Callaway , Nardelli, Pietro , Aziz, Muhammad Usman , Estépar, Raúl San Jośe , Abdalla, Mazen A. , Díaz, Alejandro A.

A29. WHAT IS YOUR DAMAGE? IMAGING-BASED PHENOTYPES OF COPD | April 30, 2024 | Volume: No volume available | Issue: No issue available | Pages: A1247-A1247

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Somatic Mutations of MUC5B Within Lung Tissue in Idiopathic Pulmonary Fibrosis
Khan, Mehnaz, Krone, Katie A. , Hobbs, B.D. , Hersh, C.P. , Barwick, Lucas, Flaherty, K.R., Brown, Kevin K. , Wise, R.A.A., Martinez, F.J., Silverman, E.K., DeMeo, Dawn L. , Cho, M.H., Bick, Alex, Yun, Jeong H. , Ghosh, Auyon , Castaldi, Peter J. , Miller, P., Sciurba, Frank C. , Limper, Andrew H. , Flaherty, K.R., Criner, Gerard J. , Cho, M.H.

A16. INTERROGATING GENOMIC, TRANSCRIPTIONAL, AND EPIGENETIC MECHANISMS IN LUNG FIBROSIS | May 1, 2023 | Volume: No volume available | Issue: No issue available | Pages: A1036-A1036

10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a1036 Get It

Whole Genome Sequencing Analysis of Mucus Plugging in Chronic Obstructive Pulmonary Disease (COPD)
Medicine, Trans-Omics in Precision, Silverman, E.K., Nath, H.P., Orejas, J. , Yen, Andrew , Jacobs, Kathleen, Manapragada, Padma P. , Abozeed, Mostafa , Zahid, Mohd , Sonavane, Sushilkumar K. , Cho, M.H. , Kim, Katherine Callaway , Grumley, Scott , Dolliver, Wojciech Remington , Yen, A., Aziz, Muhammad Usman , Díaz, Alejandro A.

A24. COPD PHENOTYPES: LOOKING OUTSIDE THE LUNG | May 1, 2023 | Volume: No volume available | Issue: No issue available | Pages: A1153-A1153

10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a1153 Get It

Airway Mucus Plugs and Chronic Obstructive Pulmonary Disease Exacerbations
Kim, V., Nath, H.P., Yen, A., Wang, Wei , Orejas, J. , Kligerman, Seth , Jacobs, Kathleen, Espinosa, C. Cano, Estebar, R. San Jose, Manapragada, Padma P. , Abozeed, Mostafa , Terry, Nina , Zahid, Mohd , Sonavane, Sushil, Cho, M.H. , Grumley, Scott , Dolliver, Wojciech Remington , Aziz, Muhammad Usman , Estépar, Raúl San Jośe , Díaz, Alejandro A.

B22. NEW TREATMENTS AND NOVEL TARGETS FOR COPD AND ALPHA-1 | May 1, 2023 | Volume: No volume available | Issue: No issue available | Pages: A2858-A2858

10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a2858 Get It

Persistent Airway Mucus Plugs and Changes in Lung Function in COPD
Mettler, S.K., Nath, H.P., Orejas, J. , Yen, A.A., Kligerman, Seth , Jacobs, Kathleen, Manapragada, Padma P. , Abozeed, Mostafa , Zahid, Mohd , Ahmed, Asmaa , Terry, Nina , Elalami, Rim, Sonavane, Sushilkumar K. , Billatos, Ehab , Wang, Wei , Cho, M.H. , DIAZ, ALEJANDRO A, Grumley, Scott , Dolliver, Wojciech Remington , Aziz, Muhammad Usman , Estépar, Raúl San Jośe

B22. NEW TREATMENTS AND NOVEL TARGETS FOR COPD AND ALPHA-1 | May 1, 2023 | Volume: No volume available | Issue: No issue available | Pages: A2857-A2857

10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a2857 Get It