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Brunet-Ratnasingham E, Yellamilli S, Guo R, Mohanty RP, Duong A, Kolaitis NA, Hays SR, Shah RJ, Venado A, Maheshwari JA, Kleinhenz ME, Leard LE, McDyer J, Martinu T, Combes AJ, Calabrese DR, Singer JP, Greenland JR. Persistent and progressive acute lung allograft dysfunction is linked to cell compositional and transcriptional changes in small airways. J Heart Lung Transplant 2025:S1053-2498(25)01842-X. [PMID: 40293382 DOI: 10.1016/j.healun.2025.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2024] [Revised: 03/05/2025] [Accepted: 03/06/2025] [Indexed: 04/30/2025] Open
Abstract
BACKGROUND Acute lung allograft dysfunction (ALAD) is a clinical syndrome of forced expiratory volume in 1-second (FEV1) decline concerning for chronic lung allograft dysfunction (CLAD) onset. Novel diagnostic tools are needed to identify those with ALAD who will progress to CLAD and to target appropriate therapies. We hypothesized that progressive ALAD would be associated with changes in small airway cell composition and cell-specific transcription. METHODS We prospectively identified recipients with undifferentiated ALAD and controls with stable allograft function for small airway brushing and single-cell RNA sequencing analysis. ALAD outcome group was categorized as (1) control (n = 8), or ALAD with (2) recovered (n = 4), (3) persistent (n = 5), or (4) progressive (n = 3) FEV1 decline. Cell compositional changes, pseudobulk Reactome pathways, and the AI2 score, previously linked to CLAD in airway brush transcriptomes, were assessed as a function of ALAD outcome group. RESULTS Across 68,140 cells, the distribution of cell composition was linked to ALAD outcome group (PERMANOVA, p = 0.004). Worse ALAD outcomes correlated with loss of basal cells, changes in club and ciliated subsets, a loss of macrophages, and expansion of cytotoxic T cells. The AI2 gene score was positively associated with ALAD outcome group, particularly in epithelial cell subsets (p < 0.001). Pathway analysis showed increased interferon signaling and inhibition of cell proliferation in epithelial cells. CONCLUSIONS In this pilot study, persistent and progressive ALAD was associated with changes in bronchiolar cell composition and transcriptional programs. Molecular phenotyping may help identify and characterize individuals with ALAD at increased risk for progression.
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Affiliation(s)
| | - Shivaram Yellamilli
- Department of Medicine, University of California, San Francisco, San Francisco, California; UCSF CoLabs, San Francisco, California
| | - Ruyin Guo
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Rashmi Prava Mohanty
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Allen Duong
- Toronto Lung Transplant Program, Latner Thoracic Research Laboratories, University Health Network, Toronto, Ontario, Canada
| | - Nicholas A Kolaitis
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Steven R Hays
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Rupal J Shah
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Aida Venado
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Julia A Maheshwari
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Mary Ellen Kleinhenz
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - Lorriana E Leard
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - John McDyer
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Tereza Martinu
- Toronto Lung Transplant Program, Latner Thoracic Research Laboratories, University Health Network, Toronto, Ontario, Canada
| | - Alexis J Combes
- Department of Medicine, University of California, San Francisco, San Francisco, California; UCSF CoLabs, San Francisco, California; Department of Pathology, University of California, San Francisco, San Francisco, California
| | - Daniel R Calabrese
- Department of Medicine, University of California, San Francisco, San Francisco, California; Medical Service, San Francisco VA Health Care System, San Francisco, California
| | - Jonathan P Singer
- Department of Medicine, University of California, San Francisco, San Francisco, California
| | - John R Greenland
- Department of Medicine, University of California, San Francisco, San Francisco, California; Medical Service, San Francisco VA Health Care System, San Francisco, California.
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Lu K, Bradford MC, Wang X, Liu T, Schmitz C, Lease ED, Kapnadak S, Hachem R, Ramos KJ, Morrell ED. The prognostic value of single and repeated ≥10% FEV 1 declines for chronic lung allograft dysfunction. J Heart Lung Transplant 2025; 44:681-685. [PMID: 39637927 PMCID: PMC11925664 DOI: 10.1016/j.healun.2024.11.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 10/19/2024] [Accepted: 11/26/2024] [Indexed: 12/07/2024] Open
Abstract
There is a paucity of data reporting the positive and negative predictive values (PPV, NPV) of acute declines in lung function on chronic lung allograft dysfunction (CLAD). We sought to define the predictive ability of single or repeated forced expiratory volume in the first second (FEV1) declines for at least 3 weeks on the development of CLAD or death by 1-year. We analyzed 340 subjects with at least 3 years of follow-up data from two lung transplant centers. A single ≥10% FEV1 decline had a PPV of 35% and NPV of 63%, and a repeated ≥10% FEV1 decline for at least 3 weeks had a PPV of 44% and NPV of 65%. Notably, the proportion of individuals with incipient CLAD at the time of a single or repeated ≥20% FEV1 decline was 50% and 71%, respectively. These estimates could inform the development of acute lung allograft dysfunction FEV1 thresholds as enrollment criteria or surrogate outcome measures.
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Affiliation(s)
- Kimberly Lu
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington
| | - Miranda C Bradford
- Biostatistics Epidemiology and Analytics for Research (BEAR) Core, Seattle Children's Research Institute, Seattle, Washington
| | - Xuanshuang Wang
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington
| | - Ted Liu
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington
| | - Chelsea Schmitz
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington
| | - Erika D Lease
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington
| | - Siddhartha Kapnadak
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington
| | - Ramsey Hachem
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Washington University, St. Louis, Missouri
| | - Kathleen J Ramos
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington
| | - Eric D Morrell
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington; Hospital and Specialty Service, Veterans Affairs Puget Sound Health Care System, Seattle, Washington.
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Nelson NC, Wong KK, Mahoney IJ, Malik T, Rudym D, Lesko MB, Qayum S, Lewis TC, Chang SH, Chan JCY, Geraci TC, Li Y, Pamar P, Schnier J, Singh R, Collazo D, Chang M, Kyeremateng Y, McCormick C, Borghi S, Patel S, Darawshy F, Barnett CR, Sulaiman I, Kugler MC, Brosnahan SB, Singh S, Tsay JCJ, Wu BG, Pass HI, Angel LF, Segal LN, Natalini JG. Lung allograft dysbiosis associates with immune response and primary graft dysfunction. J Heart Lung Transplant 2025; 44:422-434. [PMID: 39561864 PMCID: PMC11956144 DOI: 10.1016/j.healun.2024.11.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 11/04/2024] [Accepted: 11/06/2024] [Indexed: 11/21/2024] Open
Abstract
BACKGROUND Lower airway enrichment with oral commensals has been previously associated with severe primary graft dysfunction (PGD) after lung transplantation (LT). We aimed to determine whether this dysbiotic signature is present across all PGD severity grades and whether it is associated with a distinct host inflammatory endotype. METHODS Lower airway samples from 96 LT recipients were used to evaluate the lung allograft microbiota via 16S rRNA gene sequencing. Bronchoalveolar lavage (BAL) cytokine concentrations and cell differential percentages were compared across PGD grades. In a subset of samples, we evaluated the lower airway host transcriptome using RNA sequencing methods. RESULTS Differential analyses demonstrated lower airway enrichment with supraglottic-predominant taxa (SPT) in moderate and severe PGD. Dirichlet multinomial mixtures modeling identified 2 distinct microbial clusters. A greater percentage of subjects with moderate-severe PGD than no PGD were identified within the dysbiotic cluster (C-SPT, 48% and 29%, respectively) though this did not reach statistical significance (p = 0.06). PGD severity associated with increased BAL neutrophil concentration (p = 0.03) and correlated with BAL concentrations of MCP-1/CCL2, IP-10/CXCL10, IL-10, and TNF-α (p < 0.05). Furthermore, signatures of dysbiosis correlated with neutrophils, MCP-1/CCL-2, IL-10, and TNF-α (p < 0.05). C-SPT exhibited differential expression of TNF, SERPINE1, MPO, and MMP1 genes and upregulation of MAPK pathways, host signling associated with neutrophilic inflammation. CONCLUSIONS Lower airway dysbiosis within the lung allograft is associated with a neutrophilic inflammatory endotype, an immune profile commonly recognized as the hallmark for PGD. These data highlight a putative role of lower airway microbial dysbiosis in the pathogenesis of this syndrome.
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Affiliation(s)
- Nathaniel C Nelson
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Kendrew K Wong
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Ian J Mahoney
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Tahir Malik
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Darya Rudym
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York; NYU Langone Transplant Institute, NYU Langone Health, New York, New York
| | - Melissa B Lesko
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York; NYU Langone Transplant Institute, NYU Langone Health, New York, New York
| | - Seema Qayum
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York; NYU Langone Transplant Institute, NYU Langone Health, New York, New York
| | - Tyler C Lewis
- NYU Langone Transplant Institute, NYU Langone Health, New York, New York
| | - Stephanie H Chang
- NYU Langone Transplant Institute, NYU Langone Health, New York, New York; Department of Cardiothoracic Surgery, New York University Grossman School of Medicine, New York, New York
| | - Justin C Y Chan
- NYU Langone Transplant Institute, NYU Langone Health, New York, New York; Department of Cardiothoracic Surgery, New York University Grossman School of Medicine, New York, New York
| | - Travis C Geraci
- NYU Langone Transplant Institute, NYU Langone Health, New York, New York; Department of Cardiothoracic Surgery, New York University Grossman School of Medicine, New York, New York
| | - Yonghua Li
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Prerna Pamar
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Joseph Schnier
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Rajbir Singh
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Destiny Collazo
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Miao Chang
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Yaa Kyeremateng
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Colin McCormick
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Sara Borghi
- Department of Pathology, New York University Grossman School of Medicine, New York, New York
| | - Shrey Patel
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Fares Darawshy
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York; The Institute of Pulmonology, Hadassah Medical Center, Jerusalem, Israel; Department of Medicine, The Faculty of Medicine at the Hebrew University of Jerusalem, Jerusalem, Israel
| | - Clea R Barnett
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Imran Sulaiman
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York; Department of Respiratory Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland; Department of Respiratory Medicine, Beaumont Hospital, Dublin, Ireland
| | - Matthias C Kugler
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Shari B Brosnahan
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Shivani Singh
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Jun-Chieh J Tsay
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, VA New York Harbor Healthcare System, New York, New York
| | - Benjamin G Wu
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, VA New York Harbor Healthcare System, New York, New York
| | - Harvey I Pass
- Department of Cardiothoracic Surgery, New York University Grossman School of Medicine, New York, New York
| | - Luis F Angel
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York; NYU Langone Transplant Institute, NYU Langone Health, New York, New York
| | - Leopoldo N Segal
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York
| | - Jake G Natalini
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, New York University Grossman School of Medicine, New York, New York; NYU Langone Transplant Institute, NYU Langone Health, New York, New York.
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