79 results on '"Schupp JC"'
Search Results
2. Single-cell meta-analysis of SARS-CoV-2 entry genes across tissues and demographics
- Author
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Muus, C, Luecken, MD, Eraslan, G, Sikkema, L, Waghray, A, Heimberg, G, Kobayashi, Y, Vaishnav, ED, Subramanian, A, Smillie, C, Jagadeesh, KA, Duong, ET, Fiskin, E, Triglia, ET, Ansari, M, Cai, P, Lin, B, Buchanan, J, Chen, S, Shu, J, Haber, AL, Chung, H, Montoro, DT, Adams, T, Aliee, H, Allon, SJ, Andrusivova, Z, Angelidis, I, Ashenberg, O, Bassler, K, Bécavin, C, Benhar, I, Bergenstråhle, J, Bergenstråhle, L, Bolt, L, Braun, E, Bui, LT, Callori, S, Chaffin, M, Chichelnitskiy, E, Chiou, J, Conlon, TM, Cuoco, MS, Cuomo, ASE, Deprez, M, Duclos, G, Fine, D, Fischer, DS, Ghazanfar, S, Gillich, A, Giotti, B, Gould, J, Guo, M, Gutierrez, AJ, Habermann, AC, Harvey, T, He, P, Hou, X, Hu, L, Hu, Y, Jaiswal, A, Ji, L, Jiang, P, Kapellos, TS, Kuo, CS, Larsson, L, Leney-Greene, MA, Lim, K, Litviňuková, M, Ludwig, LS, Lukassen, S, Luo, W, Maatz, H, Madissoon, E, Mamanova, L, Manakongtreecheep, K, Leroy, S, Mayr, CH, Mbano, IM, McAdams, AM, Nabhan, AN, Nyquist, SK, Penland, L, Poirion, OB, Poli, S, Qi, CC, Queen, R, Reichart, D, Rosas, I, Schupp, JC, Shea, CV, Shi, X, Sinha, R, Sit, RV, Slowikowski, K, Slyper, M, Smith, NP, Sountoulidis, A, Strunz, M, Sullivan, TB, Muus, C, Luecken, MD, Eraslan, G, Sikkema, L, Waghray, A, Heimberg, G, Kobayashi, Y, Vaishnav, ED, Subramanian, A, Smillie, C, Jagadeesh, KA, Duong, ET, Fiskin, E, Triglia, ET, Ansari, M, Cai, P, Lin, B, Buchanan, J, Chen, S, Shu, J, Haber, AL, Chung, H, Montoro, DT, Adams, T, Aliee, H, Allon, SJ, Andrusivova, Z, Angelidis, I, Ashenberg, O, Bassler, K, Bécavin, C, Benhar, I, Bergenstråhle, J, Bergenstråhle, L, Bolt, L, Braun, E, Bui, LT, Callori, S, Chaffin, M, Chichelnitskiy, E, Chiou, J, Conlon, TM, Cuoco, MS, Cuomo, ASE, Deprez, M, Duclos, G, Fine, D, Fischer, DS, Ghazanfar, S, Gillich, A, Giotti, B, Gould, J, Guo, M, Gutierrez, AJ, Habermann, AC, Harvey, T, He, P, Hou, X, Hu, L, Hu, Y, Jaiswal, A, Ji, L, Jiang, P, Kapellos, TS, Kuo, CS, Larsson, L, Leney-Greene, MA, Lim, K, Litviňuková, M, Ludwig, LS, Lukassen, S, Luo, W, Maatz, H, Madissoon, E, Mamanova, L, Manakongtreecheep, K, Leroy, S, Mayr, CH, Mbano, IM, McAdams, AM, Nabhan, AN, Nyquist, SK, Penland, L, Poirion, OB, Poli, S, Qi, CC, Queen, R, Reichart, D, Rosas, I, Schupp, JC, Shea, CV, Shi, X, Sinha, R, Sit, RV, Slowikowski, K, Slyper, M, Smith, NP, Sountoulidis, A, Strunz, M, and Sullivan, TB
- Abstract
Angiotensin-converting enzyme 2 (ACE2) and accessory proteases (TMPRSS2 and CTSL) are needed for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) cellular entry, and their expression may shed light on viral tropism and impact across the body. We assessed the cell-type-specific expression of ACE2, TMPRSS2 and CTSL across 107 single-cell RNA-sequencing studies from different tissues. ACE2, TMPRSS2 and CTSL are coexpressed in specific subsets of respiratory epithelial cells in the nasal passages, airways and alveoli, and in cells from other organs associated with coronavirus disease 2019 (COVID-19) transmission or pathology. We performed a meta-analysis of 31 lung single-cell RNA-sequencing studies with 1,320,896 cells from 377 nasal, airway and lung parenchyma samples from 228 individuals. This revealed cell-type-specific associations of age, sex and smoking with expression levels of ACE2, TMPRSS2 and CTSL. Expression of entry factors increased with age and in males, including in airway secretory cells and alveolar type 2 cells. Expression programs shared by ACE2+TMPRSS2+ cells in nasal, lung and gut tissues included genes that may mediate viral entry, key immune functions and epithelial–macrophage cross-talk, such as genes involved in the interleukin-6, interleukin-1, tumor necrosis factor and complement pathways. Cell-type-specific expression patterns may contribute to the pathogenesis of COVID-19, and our work highlights putative molecular pathways for therapeutic intervention.
- Published
- 2021
3. Single-cell meta-analysis of SARS-CoV-2 entry genes across tissues and demographics
- Author
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Muus, C, Luecken, MD, Eraslan, G, Sikkema, L, Waghray, A, Heimberg, G, Kobayashi, Y, Vaishnav, ED, Subramanian, A, Smillie, C, Jagadeesh, KA, Duong, ET, Fiskin, E, Triglia, ET, Ansari, M, Cai, P, Lin, B, Buchanan, J, Chen, S, Shu, J, Haber, AL, Chung, H, Montoro, DT, Adams, T, Aliee, H, Allon, SJ, Andrusivova, Z, Angelidis, I, Ashenberg, O, Bassler, K, Bécavin, C, Benhar, I, Bergenstråhle, J, Bergenstråhle, L, Bolt, L, Braun, E, Bui, LT, Callori, S, Chaffin, M, Chichelnitskiy, E, Chiou, J, Conlon, TM, Cuoco, MS, Cuomo, ASE, Deprez, M, Duclos, G, Fine, D, Fischer, DS, Ghazanfar, S, Gillich, A, Giotti, B, Gould, J, Guo, M, Gutierrez, AJ, Habermann, AC, Harvey, T, He, P, Hou, X, Hu, L, Hu, Y, Jaiswal, A, Ji, L, Jiang, P, Kapellos, TS, Kuo, CS, Larsson, L, Leney-Greene, MA, Lim, K, Litviňuková, M, Ludwig, LS, Lukassen, S, Luo, W, Maatz, H, Madissoon, E, Mamanova, L, Manakongtreecheep, K, Leroy, S, Mayr, CH, Mbano, IM, McAdams, AM, Nabhan, AN, Nyquist, SK, Penland, L, Poirion, OB, Poli, S, Qi, C, Queen, R, Reichart, D, Rosas, I, Schupp, JC, Shea, CV, Shi, X, Sinha, R, Sit, RV, Slowikowski, K, Slyper, M, Smith, NP, Sountoulidis, A, Strunz, M, Sullivan, TB, Sun, D, Talavera-López, C, Tan, P, Tantivit, J, Travaglini, KJ, Tucker, NR, Vernon, KA, Wadsworth, MH, Waldman, J, Wang, X, Xu, K, Yan, W, Zhao, W, Ziegler, CGK, NHLBI LungMap Consortium, and Human Cell Atlas Lung Biological Network
- Subjects
Adult ,Male ,Cathepsin L ,Immunology ,Respiratory System ,Datasets as Topic ,Humans ,Lung ,11 Medical and Health Sciences ,Aged ,Demography ,Aged, 80 and over ,SARS-CoV-2 ,Sequence Analysis, RNA ,Gene Expression Profiling ,Serine Endopeptidases ,COVID-19 ,respiratory system ,Middle Aged ,Virus Internalization ,Organ Specificity ,Alveolar Epithelial Cells ,Host-Pathogen Interactions ,Female ,Angiotensin-Converting Enzyme 2 ,Single-Cell Analysis - Abstract
Angiotensin-converting enzyme 2 (ACE2) and accessory proteases (TMPRSS2 and CTSL) are needed for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) cellular entry, and their expression may shed light on viral tropism and impact across the body. We assessed the cell-type-specific expression of ACE2, TMPRSS2 and CTSL across 107 single-cell RNA-sequencing studies from different tissues. ACE2, TMPRSS2 and CTSL are coexpressed in specific subsets of respiratory epithelial cells in the nasal passages, airways and alveoli, and in cells from other organs associated with coronavirus disease 2019 (COVID-19) transmission or pathology. We performed a meta-analysis of 31 lung single-cell RNA-sequencing studies with 1,320,896 cells from 377 nasal, airway and lung parenchyma samples from 228 individuals. This revealed cell-type-specific associations of age, sex and smoking with expression levels of ACE2, TMPRSS2 and CTSL. Expression of entry factors increased with age and in males, including in airway secretory cells and alveolar type 2 cells. Expression programs shared by ACE2+TMPRSS2+ cells in nasal, lung and gut tissues included genes that may mediate viral entry, key immune functions and epithelial-macrophage cross-talk, such as genes involved in the interleukin-6, interleukin-1, tumor necrosis factor and complement pathways. Cell-type-specific expression patterns may contribute to the pathogenesis of COVID-19, and our work highlights putative molecular pathways for therapeutic intervention.
- Published
- 2020
4. Single-cell RNA sequencing identifies aberrant transcriptional profiles of cellular populations and altered alveolar niche signalling networks in Chronic Obstructive Pulmonary Disease (COPD)
- Author
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Sauler, M, primary, McDonough, JE, additional, Adams, TS, additional, Kothapalli, N, additional, Schupp, JC, additional, Nouws, J, additional, Chioccioli, M, additional, Omote, N, additional, Cosme, C, additional, Poli, S, additional, Ayaub, EA, additional, Chu, SG, additional, Jensen, KH, additional, Gomez-Villalobos, J, additional, Britto, CJ, additional, Raredon, MSB, additional, Timshel, PN, additional, Kaminski, N, additional, and Rosas, IO, additional
- Published
- 2020
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5. Propionibakterium-Lysat induzierte inflammatorische Lungenveränderungen in Abhängigkeit vom genetischem Hintergrund
- Author
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Schupp, JC, primary, Tchapchet, S, additional, Freudenberg, M, additional, Zissel, G, additional, Müller-Quernheim, J, additional, and Prasse, A, additional
- Published
- 2009
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6. Single-Cell Analysis Reveals Novel Immune Perturbations in Fibrotic Hypersensitivity Pneumonitis.
- Author
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Zhao AY, Unterman A, Abu Hussein NS, Sharma P, Nikola F, Flint J, Yan X, Adams TS, Justet A, Sumida TS, Zhao J, Schupp JC, Raredon MSB, Ahangari F, Deluliis G, Zhang Y, Buendia-Roldan I, Adegunsoye A, Sperling AI, Prasse A, Ryu C, Herzog E, Selman M, Pardo A, and Kaminski N
- Subjects
- Humans, Male, Female, Middle Aged, Aged, Idiopathic Pulmonary Fibrosis immunology, Idiopathic Pulmonary Fibrosis genetics, Adult, Leukocytes, Mononuclear immunology, Case-Control Studies, Monocytes immunology, Bronchoalveolar Lavage Fluid immunology, Bronchoalveolar Lavage Fluid cytology, Mexico, Alveolitis, Extrinsic Allergic immunology, Single-Cell Analysis methods
- Abstract
Rationale: Fibrotic hypersensitivity pneumonitis (FHP) is a debilitating interstitial lung disease driven by incompletely understood immune mechanisms. Objectives: To elucidate immune aberrations in FHP in single-cell resolution. Methods: Single-cell 5' RNA sequencing was conducted on peripheral blood mononuclear cells and BAL cells obtained from 45 patients with FHP, 63 patients with idiopathic pulmonary fibrosis (IPF), 4 patients with nonfibrotic hypersensitivity pneumonitis, and 36 healthy control subjects in the United States and Mexico. Analyses included differential gene expression (Seurat), TF (transcription factor) activity imputation (DoRothEA-VIPER), and trajectory analyses (Monocle3 and Velocyto-scVelo-CellRank). Measurements and Main Results: Overall, 501,534 peripheral blood mononuclear cells from 110 patients and control subjects and 88,336 BAL cells from 19 patients were profiled. Compared with control samples, FHP has elevated classical monocytes (adjusted- P = 2.5 × 10
-3 ) and is enriched in CCL3hi /CCL4hi and S100Ahi classical monocytes (adjusted- P < 2.2 × 10-16 ). Trajectory analyses demonstrate that S100Ahi classical monocytes differentiate into SPP1hi lung macrophages associated with fibrosis. Compared with both control subjects and IPF, cells from patients with FHP are significantly enriched in GZMhi cytotoxic T cells. These cells exhibit TF activities indicative of TGFβ and TNFα and NFκB pathways. These results are publicly available at http://ildimmunecellatlas.com. Conclusions: Single-cell transcriptomics of patients with FHP uncovered novel immune perturbations, including previously undescribed increases in GZMhi cytotoxic CD4+ and CD8+ T cells-reflecting this disease's unique inflammatory T cell-driven nature-as well as increased S100Ahi and CCL3hi /CCL4hi classical monocytes also observed in IPF. Both cell populations may guide the development of new biomarkers and therapeutic interventions.- Published
- 2024
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7. Studying the Pulmonary Endothelium in Health and Disease: An Official American Thoracic Society Workshop Report.
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Hough RF, Alvira CM, Bastarache JA, Erzurum SC, Kuebler WM, Schmidt EP, Shimoda LA, Abman SH, Alvarez DF, Belvitch P, Bhattacharya J, Birukov KG, Chan SY, Cornfield DN, Dudek SM, Garcia JGN, Harrington EO, Hsia CCW, Islam MN, Jonigk DD, Kalinichenko VV, Kolb TM, Lee JY, Mammoto A, Mehta D, Rounds S, Schupp JC, Shaver CM, Suresh K, Tambe DT, Ventetuolo CE, Yoder MC, Stevens T, and Damarla M
- Subjects
- Humans, Animals, United States, Societies, Medical, Lung Diseases pathology, Lung Diseases metabolism, Endothelial Cells metabolism, Endothelial Cells pathology, Lung pathology, Lung blood supply, Lung metabolism, Endothelium, Vascular metabolism, Endothelium, Vascular pathology
- Abstract
Lung endothelium resides at the interface between the circulation and the underlying tissue, where it senses biochemical and mechanical properties of both the blood as it flows through the vascular circuit and the vessel wall. The endothelium performs the bidirectional signaling between the blood and tissue compartments that is necessary to maintain homeostasis while physically separating both, facilitating a tightly regulated exchange of water, solutes, cells, and signals. Disruption in endothelial function contributes to vascular disease, which can manifest in discrete vascular locations along the artery-to-capillary-to-vein axis. Although our understanding of mechanisms that contribute to endothelial cell injury and repair in acute and chronic vascular disease have advanced, pathophysiological mechanisms that underlie site-specific vascular disease remain incompletely understood. In an effort to improve the translatability of mechanistic studies of the endothelium, the American Thoracic Society convened a workshop to optimize rigor, reproducibility, and translation of discovery to advance our understanding of endothelial cell function in health and disease.
- Published
- 2024
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8. Single-Cell Profiling Reveals Immune Aberrations in Progressive Idiopathic Pulmonary Fibrosis.
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Unterman A, Zhao AY, Neumark N, Schupp JC, Ahangari F, Cosme C Jr, Sharma P, Flint J, Stein Y, Ryu C, Ishikawa G, Sumida TS, Gomez JL, Herazo-Maya JD, Dela Cruz CS, Herzog EL, and Kaminski N
- Subjects
- Humans, Male, Female, Middle Aged, Aged, Disease Progression, Case-Control Studies, Flow Cytometry, Idiopathic Pulmonary Fibrosis immunology, Single-Cell Analysis methods, T-Lymphocytes, Regulatory immunology, Leukocytes, Mononuclear immunology
- Abstract
Rationale: Changes in peripheral blood cell populations have been observed, but not detailed, at single-cell resolution in idiopathic pulmonary fibrosis (IPF). Objectives: We sought to provide an atlas of the changes in the peripheral immune system in stable and progressive IPF. Methods: Peripheral blood mononuclear cells (PBMCs) from patients with IPF and control subjects were profiled using 10× chromium 5' single-cell RNA sequencing. Flow cytometry was used for validation. Protein concentrations of regulatory T cells (Tregs) and monocyte chemoattractants were measured in plasma and lung homogenates from patients with IPF and control subjects. Measurements and Main Results: Thirty-eight PBMC samples from 25 patients with IPF and 13 matched control subjects yielded 149,564 cells that segregated into 23 subpopulations. Classical monocytes were increased in patients with progressive and stable IPF compared with control subjects (32.1%, 25.2%, and 17.9%, respectively; P < 0.05). Total lymphocytes were decreased in patients with IPF versus control subjects and in progressive versus stable IPF (52.6% vs. 62.6%, P = 0.035). Tregs were increased in progressive versus stable IPF (1.8% vs. 1.1% of all PBMCs, P = 0.007), although not different than controls, and may be associated with decreased survival ( P = 0.009 in Kaplan-Meier analysis; and P = 0.069 after adjusting for age, sex, and baseline FVC). Flow cytometry analysis confirmed this finding in an independent cohort of patients with IPF. The fraction of Tregs out of all T cells was also increased in two cohorts of lung single-cell RNA sequencing. CCL22 and CCL18, ligands for CCR4 and CCR8 Treg chemotaxis receptors, were increased in IPF. Conclusions: The single-cell atlas of the peripheral immune system in IPF reveals an outcome-predictive increase in classical monocytes and Tregs, as well as evidence for a lung-blood immune recruitment axis involving CCL7 (for classical monocytes) and CCL18/CCL22 (for Tregs).
- Published
- 2024
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9. Comparison of organ involvement clusters in Black and White American sarcoidosis patients from a prospectively collected patient registry.
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Harper LJ, Tauquir A, Huang S, Wang X, Schupp JC, Baughman R, and Culver DA
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- Adult, Aged, Female, Humans, Male, Middle Aged, Cluster Analysis, Liver pathology, Liver diagnostic imaging, Prospective Studies, Skin Diseases ethnology, Skin Diseases pathology, Spleen pathology, United States epidemiology, White, Black or African American statistics & numerical data, Registries, Sarcoidosis ethnology, Sarcoidosis pathology, Sarcoidosis epidemiology, White People statistics & numerical data
- Abstract
Background: Due to the heterogeneity of sarcoidosis, there is a need to define clinical phenotypes to allow for tailoring of clinical care and identification of more homogenous populations to facilitate research., Methods: We utilized data from a prospectively collected registry of sarcoidosis patients seen at a single quaternary referral center between January 2019 and February 2021. We used multiple correspondence analysis (MCA) and k-means clustering to investigate if the clusters previously identified in the GenPhenReSa study were reproducible in a US population. We also investigated if these clusters were stable when the population was stratified by race., Results: We replicated 3 of the 5 clusters seen in the GenPhenReSa study in our cohort. We likewise identified similar clusters between White and Black patients with sarcoidosis. Differences in organ manifestations associations between White and Black patients were seen primarily in relation to cardiac, neurologic, and ocular involvement., Conclusions: The organ clusters of liver-spleen, isolated pulmonary, and musculoskeletal-skin were reproducible in a US cohort, and in both Black and White patients., Competing Interests: Declaration of competing interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: LJH, AT, SH, XW have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.JCS:Lecture honoraria - Kinevant, Boehringer IngelheimRB:Research Grants - Celgene, Actelion, aTyr, Genentech, Gilead, Bellerophon, Bayer, Mallinckrodt, Foundation for Sarcoidosis Research.Scientific Advisor - Astra Zeneca, Actelion, aTyr, Kinevant, Xentria, Mallinckrodt, Boehringer Ingelheim, Foresee Pharmaceuticals, Ann Theodore Foundation.Speaker's Bureau - Mallinckrodt, United Therapeutics, Boehringer IngelheimDAC:Steering Committee - Boehringer-IngelheimClinical Trials – Atyr, AI Therapeutics, MallinckrodtConsulting – Foresee Pharmaceuticals, Molecure, KinevantCommittee Honoraria – Pliant, FibroGen., (Copyright © 2024. Published by Elsevier Ltd.)
- Published
- 2024
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10. Lung endothelium, tau, and amyloids in health and disease.
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Balczon R, Lin MT, Voth S, Nelson AR, Schupp JC, Wagener BM, Pittet JF, and Stevens T
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- Humans, Endothelium, Vascular metabolism, Amyloid chemistry, Amyloid metabolism, Amyloid beta-Peptides metabolism, Multiple Organ Failure metabolism, Lung metabolism
- Abstract
Lung endothelia in the arteries, capillaries, and veins are heterogeneous in structure and function. Lung capillaries in particular represent a unique vascular niche, with a thin yet highly restrictive alveolar-capillary barrier that optimizes gas exchange. Capillary endothelium surveys the blood while simultaneously interpreting cues initiated within the alveolus and communicated via immediately adjacent type I and type II epithelial cells, fibroblasts, and pericytes. This cell-cell communication is necessary to coordinate the immune response to lower respiratory tract infection. Recent discoveries identify an important role for the microtubule-associated protein tau that is expressed in lung capillary endothelia in the host-pathogen interaction. This endothelial tau stabilizes microtubules necessary for barrier integrity, yet infection drives production of cytotoxic tau variants that are released into the airways and circulation, where they contribute to end-organ dysfunction. Similarly, beta-amyloid is produced during infection. Beta-amyloid has antimicrobial activity, but during infection it can acquire cytotoxic activity that is deleterious to the host. The production and function of these cytotoxic tau and amyloid variants are the subject of this review. Lung-derived cytotoxic tau and amyloid variants are a recently discovered mechanism of end-organ dysfunction, including neurocognitive dysfunction, during and in the aftermath of infection.
- Published
- 2024
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11. [Therapeutic Pathways in Sarcoidosis. A Position Paper of the German Society of Respiratory Medicine (DGP)].
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Skowasch D, Bonella F, Buschulte K, Kneidinger N, Korsten P, Kreuter M, Müller-Quernheim J, Pfeifer M, Prasse A, Quadder B, Sander O, Schupp JC, Sitter H, Stachetzki B, and Grohé C
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- Humans, Societies, Medical, Germany, Pulmonary Medicine, Sarcoidosis diagnosis, Sarcoidosis therapy
- Abstract
The present recommendations on the therapy of sarcoidosis of the German Respiratory Society (DGP) was written in 2023 as a German-language supplement and update of the international guidelines of the European Respiratory Society (ERS) from 2021. It contains 5 PICO questions (Patients, Intervention, Comparison, Outcomes) agreed in the consensus process, which are explained in the background text of the four articles: Confirmation of diagnosis and monitoring of the disease under therapy, general therapy recommendations, therapy of cutaneous sarcoidosis, therapy of cardiac sarcoidosis., Competing Interests: Die Autorinnen/Autoren geben an, dass kein Interessenkonflikt besteht., (Georg Thieme Verlag KG Rüdigerstraße 14, 70469 Stuttgart, Germany.)
- Published
- 2024
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12. Multilamellated Basement Membranes in the Capillary Network of Alveolar Capillary Dysplasia.
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Kamp JC, Neubert L, Schupp JC, Braubach P, Wrede C, Laenger F, Salditt T, Reichmann J, Welte T, Ruhparwar A, Ius F, Schwerk N, Bergmann AK, von Hardenberg S, Griese M, Rapp C, Olsson KM, Fuge J, Park DH, Hoeper MM, Jonigk DD, Knudsen L, and Kuehnel MP
- Subjects
- Infant, Newborn, Child, Adult, Humans, Basement Membrane, Pulmonary Alveoli, Lung, Capillaries, Persistent Fetal Circulation Syndrome, Lung Diseases, Interstitial
- Abstract
A minimal diffusion barrier is key to the pulmonary gas exchange. In alveolar capillary dysplasia (ACD), a rare genetically driven disease of early infancy, this crucial fibrovascular interface is compromised while the underlying pathophysiology is insufficiently understood. Recent in-depth analyses of vascular alterations in adult lung disease encouraged researchers to extend these studies to ACD and compare the changes of the microvasculature. Lung tissue samples of children with ACD (n = 12), adults with non-specific interstitial pneumonia (n = 12), and controls (n = 20) were studied using transmission electron microscopy, single-gene sequencing, immunostaining, exome sequencing, and broad transcriptome profiling. In ACD, pulmonary capillary basement membranes were hypertrophied, thickened, and multilamellated. Transcriptome profiling revealed increased CDH5, COL4A1, COL15A1, PTK2B, and FN1 and decreased VIT expression, confirmed by immunohistochemistry. In contrast, non-specific interstitial pneumonia samples showed a regular basement membrane architecture with preserved VIT expression but also increased COL15A1
+ vessels. This study provides insight into the ultrastructure and pathophysiology of ACD. The lack of normally developed lung capillaries appeared to cause a replacement by COL15A1+ vessels, a mechanism recently described in interstitial lung disease. The VIT loss and FN1 overexpression might contribute to the unique appearance of basement membranes in ACD. Future studies are needed to explore the therapeutic potential of down-regulating the expression of FN1 and balancing VIT deficiency., Competing Interests: Disclosure Statement J.C.S. received fees for lectures from Boehringer Ingelheim and Kinevant, all outside the present study. T.W. declares funding by the German Ministry of Research and Education. M.M.H. received fees for lectures and consultations from Acceleron, Actelion, AOP, Bayer, Janssen, MSD, and Pfizer, all outside the present study. J.F. received personal fees/speaker honoraria from AstraZeneca, outside the submitted work. M.G. received fees for lectures from Boehringer Ingelheim, participates in an adjudication board in a nintedanib clinical trial, and received a research grant from Boehringer Ingelheim. D.D.J. received fees for lectures from Boehringer Ingelheim and declares a research contract with Boehringer Ingelheim (contract number 43099358). All other authors declare no existing conflicts of interest., (Copyright © 2024 American Society for Investigative Pathology. Published by Elsevier Inc. All rights reserved.)- Published
- 2024
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13. Single-cell transcriptomic analysis of human pleura reveals stromal heterogeneity and informs in vitro models of mesothelioma.
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Obacz J, Valer JA, Nibhani R, Adams TS, Schupp JC, Veale N, Lewis-Wade A, Flint J, Hogan J, Aresu G, Coonar AS, Peryt A, Biffi G, Kaminski N, Francies H, Rassl DM, Garnett MJ, Rintoul RC, and Marciniak SJ
- Subjects
- Humans, Pleura pathology, Gene Expression Profiling, Mesothelioma genetics, Mesothelioma pathology, Mesothelioma, Malignant pathology, Pleural Neoplasms genetics, Pleural Neoplasms pathology
- Abstract
The pleural lining of the thorax regulates local immunity, inflammation and repair. A variety of conditions, both benign and malignant, including pleural mesothelioma, can affect this tissue. A lack of knowledge concerning the mesothelial and stromal cells comprising the pleura has hampered the development of targeted therapies. Here, we present the first comprehensive single-cell transcriptomic atlas of the human parietal pleura and demonstrate its utility in elucidating pleural biology. We confirm the presence of known universal fibroblasts and describe novel, potentially pleural-specific, fibroblast subtypes. We also present transcriptomic characterisation of multiple in vitro models of benign and malignant mesothelial cells, and characterise these through comparison with in vivo transcriptomic data. While bulk pleural transcriptomes have been reported previously, this is the first study to provide resolution at the single-cell level. We expect our pleural cell atlas will prove invaluable to those studying pleural biology and disease. It has already enabled us to shed light on the transdifferentiation of mesothelial cells, allowing us to develop a simple method for prolonging mesothelial cell differentiation in vitro ., Competing Interests: Conflicts of interest: In addition to the funding acknowledged in the support statement, the following conflicts are declared by the authors. J. Obacz reports grants from Victor Dahdaleh Charitable Foundation. A.S. Coonar reports grants from Innovate UK, consultancy for Viderigen, honoraria for lectures from AstraZeneca, book royalties from Springer Nature, payment for expert testimony from Medicolegal reports, leadership or fiduciary roles for Society for Cardiothoracic Surgery of GB and Ireland, and is Chair of the Thoracic Surgery Committee, NHS, National Clinical Lead for NHS England and a Governor of Royal Papworth Hospital. A. Peryt reports lecture honoraria from AstraZeneca, and travel support from Albyn Medical. N. Kaminski is a scientific founder at Thyron, served as a consultant to Biogen Idec, Boehringer Ingelheim, Third Rock, Pliant, Samumed, NuMedii, Theravance, LifeMax, Three Lake Partners, Optikira, AstraZeneca, RohBar, Veracyte, Augmanity, CSL Behring, Galapagos, Gilead, Chiesi, Arrowhead, Sofinnova and Thyron over the last 3 years, reports Equity in Pliant and Thyron, and grants from Veracyte, Boehringer Ingelheim, BMS and Three Lakes Foundation, and non-financial support from MiRagen and Astra Zeneca; N. Kaminski also has the following patents licensed to biotech: New therapies for IPF, New Therapies for ARDS and New Biomarkers in IPF. M.J. Garnett reports consultancy fees from and equity in Mosaic Therapeutics, and has a patent pending for describing suspension organoid cultures. R.C. Rintoul is chief investigator of Mesobank UK and is part funded by Asthma+Lung UK. The remaining authors have no potential conflicts of interest to disclose., (Copyright ©The authors 2024.)
- Published
- 2024
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14. Organ Boundary Circuits Regulate Sox9+ Alveolar Tuft Cells During Post-Pneumonectomy Lung Regeneration.
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Obata T, Mizoguchi S, Greaney AM, Adams T, Yuan Y, Edelstein S, Leiby KL, Rivero R, Wang N, Kim H, Yang J, Schupp JC, Stitelman D, Tsuchiya T, Levchenko A, Kaminski N, Niklason LE, and Brickman Raredon MS
- Abstract
Tissue homeostasis is controlled by cellular circuits governing cell growth, organization, and differentation. In this study we identify previously undescribed cell-to-cell communication that mediates information flow from mechanosensitive pleural mesothelial cells to alveolar-resident stem-like tuft cells in the lung. We find mesothelial cells to express a combination of mechanotransduction genes and lineage-restricted ligands which makes them uniquely capable of responding to tissue tension and producing paracrine cues acting on parenchymal populations. In parallel, we describe a large population of stem-like alveolar tuft cells that express the endodermal stem cell markers Sox9 and Lgr5 and a receptor profile making them uniquely sensitive to cues produced by pleural Mesothelium. We hypothesized that crosstalk from mesothelial cells to alveolar tuft cells might be central to the regulation of post-penumonectomy lung regeneration. Following pneumonectomy, we find that mesothelial cells display radically altered phenotype and ligand expression, in a pattern that closely tracks with parenchymal epithelial proliferation and alveolar tissue growth. During an initial pro-inflammatory stage of tissue regeneration, Mesothelium promotes epithelial proliferation via WNT ligand secretion, orchestrates an increase in microvascular permeability, and encourages immune extravasation via chemokine secretion. This stage is followed first by a tissue remodeling period, characterized by angiogenesis and BMP pathway sensitization, and then a stable return to homeostasis. Coupled with key changes in parenchymal structure and matrix production, the cumulative effect is a now larger organ including newly-grown, fully-functional tissue parenchyma. This study paints Mesothelial cells as a key orchestrating cell type that defines the boundary of the lung and exerts critical influence over the tissue-level signaling state regulating resident stem cell populations. The cellular circuits unearthed here suggest that human lung regeneration might be inducible through well-engineered approaches targeting the induction of tissue regeneration and safe return to homeostasis., Competing Interests: Competing Interest Statement JCS received lecture honoraria from Böhringer Ingelheim and Kinevant. LEN is a founder and shareholder in Humacyte, Inc, which is a regenerative medicine company. Humacyte produces engineered blood vessels from allogeneic smooth muscle cells for vascular surgery. LEN’s spouse has equity in Humacyte, and LEN serves on Humacyte’s Board of Directors. LEN is an inventor on patents that are licensed to Humacyte and that produce royalties for LEN. Humacyte did not influence the conduct, description or interpretation of the findings in this report. NK reports personal fees from Biogen Idec, Boehringer Ingelheim, Third Rock, Pliant, Numedii, Indalo, Theravance for consulting and non-financial support from Miragen, all outside the submitted work; In addition, NK has patents on new therapies in Pulmonary Fibrosis with royalties paid by biotech, and a patent on blood biomarkers in pulmonary fibrosis.
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- 2024
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15. Unagi: Deep Generative Model for Deciphering Cellular Dynamics and In-Silico Drug Discovery in Complex Diseases.
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Zheng Y, Schupp JC, Adams T, Clair G, Justet A, Ahangari F, Yan X, Hansen P, Carlon M, Cortesi E, Vermant M, Vos R, De Sadeleer LJ, Rosas IO, Pineda R, Sembrat J, Königshoff M, McDonough JE, Vanaudenaerde BM, Wuyts WA, Kaminski N, and Ding J
- Abstract
Human diseases are characterized by intricate cellular dynamics. Single-cell sequencing provides critical insights, yet a persistent gap remains in computational tools for detailed disease progression analysis and targeted in-silico drug interventions. Here, we introduce UNAGI, a deep generative neural network tailored to analyze time-series single-cell transcriptomic data. This tool captures the complex cellular dynamics underlying disease progression, enhancing drug perturbation modeling and discovery. When applied to a dataset from patients with Idiopathic Pulmonary Fibrosis (IPF), UNAGI learns disease-informed cell embeddings that sharpen our understanding of disease progression, leading to the identification of potential therapeutic drug candidates. Validation via proteomics reveals the accuracy of UNAGI's cellular dynamics analyses, and the use of the Fibrotic Cocktail treated human Precision-cut Lung Slices confirms UNAGI's predictions that Nifedipine, an antihypertensive drug, may have antifibrotic effects on human tissues. UNAGI's versatility extends to other diseases, including a COVID dataset, demonstrating adaptability and confirming its broader applicability in decoding complex cellular dynamics beyond IPF, amplifying its utility in the quest for therapeutic solutions across diverse pathological landscapes., Competing Interests: NK is a scientific founder at Thyron, served as a consultant to Boehringer Ingelheim, Pliant, Astra Zeneca, RohBar, Veracyte, Augmanity, CSL Behring, Splisense, Galapagos, Fibrogen, GSK, Merck and Thyron over the last 3 years, reports Equity in Pliant and Thyron, and grants from Veracyte, Boehringer Ingelheim, BMS and non-financial support from Astra Zeneca.
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- 2023
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16. Correction: iDESC: identifying differential expression in single-cell RNA sequencing data with multiple subjects.
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Liu Y, Zhao J, Adams TS, Wang N, Schupp JC, Wu W, McDonough JE, Chupp GL, Kaminski N, Wang Z, and Yan X
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- 2023
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17. Alveolar Vascular Remodeling in Nonspecific Interstitial Pneumonia: Replacement of Normal Lung Capillaries with COL15A1 -Positive Endothelial Cells.
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Schupp JC, Manning EP, Chioccioli M, Kamp JC, Christian L, Ryu C, Herzog E, Kühnel MP, Prasse A, Kaminski N, Jonigk DD, and Homer RJ
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- Humans, Capillaries, Lung, Pulmonary Alveoli blood supply, Vascular Remodeling, Endothelial Cells, Lung Diseases, Interstitial
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- 2023
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18. Peripheral Blood Single-Cell Sequencing Uncovers Common and Specific Immune Aberrations in Fibrotic Lung Diseases.
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Zhao AY, Unterman A, Abu Hussein N, Sharma P, Flint J, Yan X, Adams TS, Justet A, Sumida TS, Zhao J, Schupp JC, Raredon MSB, Ahangari F, Zhang Y, Buendia-Roldan I, Adegunsoye A, Sperling AI, Prasse A, Ryu C, Herzog E, Selman M, Pardo A, and Kaminski N
- Abstract
Rationale and Objectives: The extent and commonality of peripheral blood immune aberrations in fibrotic interstitial lung diseases are not well characterized. In this study, we aimed to identify common and distinct immune aberrations in patients with idiopathic pulmonary fibrosis (IPF) and fibrotic hypersensitivity pneumonitis (FHP) using cutting-edge single-cell profiling technologies., Methods: Single-cell RNA sequencing was performed on patients and healthy controls' peripheral blood and bronchoalveolar lavage samples using 10X Genomics 5' gene expression and V(D)J profiling. Cell type composition, transcriptional profiles, cellular trajectories and signaling, and T and B cell receptor repertoires were studied. The standard Seurat R pipeline was followed for cell type composition and differential gene expression analyses. Transcription factor activity was imputed using the DoRothEA-VIPER algorithm. Pseudotime analyses were conducted using Monocle3, while RNA velocity analyses were performed with Velocyto, scVelo, and CellRank. Cell-cell connectomics were assessed using the Connectome R package. V(D)J analyses were conducted using CellRanger and Immcantation frameworks. Across all analyses, disease group differences were assessed using the Wilcoxon rank-sum test., Measurements and Main Results: 327,990 cells from 83 samples were profiled. Overall, changes in monocytes were common to IPF and FHP, whereas lymphocytes exhibited disease-specific aberrations. Both diseases displayed enrichment of CCL3
hi /CCL4hi CD14+ monocytes (p<2.2e-16) and S100Ahi CD14+ monocytes (p<2.2e-16) versus controls. Trajectory and RNA velocity analysis suggested that pro-fibrotic macrophages observed in BAL originated from peripheral blood monocytes. Lymphocytes exhibited disease-specific aberrations, with CD8+ GZMKhi T cells and activated B cells primarily enriched in FHP patients. V(D)J analyses revealed unique T and B cell receptor complementarity-determining region 3 (CDR3) amino acid compositions (p<0.05) in FHP and significant IgA enrichment in IPF (p<5.2e-7)., Conclusions: We identified common and disease-specific immune mechanisms in IPF and FHP; S100Ahi monocytes and SPP1hi macrophages are common to IPF and FHP, whereas GMZKhi T lymphocytes and T and B cell receptor repertoires were unique in FHP. Our findings open novel strategies for the diagnosis and treatment of IPF and FHP.- Published
- 2023
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19. When Development of the Alveolar Gas Exchange Unit Fails: Universal Single-Cell Lessons from Rare Monogenic Disorders.
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Schupp JC and Kaminski N
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- Humans, Pulmonary Alveoli, Pulmonary Gas Exchange, Gene Regulatory Networks, Multiomics
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- 2023
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20. iDESC: identifying differential expression in single-cell RNA sequencing data with multiple subjects.
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Liu Y, Zhao J, Adams TS, Wang N, Schupp JC, Wu W, McDonough JE, Chupp GL, Kaminski N, Wang Z, and Yan X
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- Humans, Sequence Analysis, RNA, Models, Statistical, Transcriptome
- Abstract
Background: Single-cell RNA sequencing (scRNA-seq) technology has enabled assessment of transcriptome-wide changes at single-cell resolution. Due to the heterogeneity in environmental exposure and genetic background across subjects, subject effect contributes to the major source of variation in scRNA-seq data with multiple subjects, which severely confounds cell type specific differential expression (DE) analysis. Moreover, dropout events are prevalent in scRNA-seq data, leading to excessive number of zeroes in the data, which further aggravates the challenge in DE analysis., Results: We developed iDESC to detect cell type specific DE genes between two groups of subjects in scRNA-seq data. iDESC uses a zero-inflated negative binomial mixed model to consider both subject effect and dropouts. The prevalence of dropout events (dropout rate) was demonstrated to be dependent on gene expression level, which is modeled by pooling information across genes. Subject effect is modeled as a random effect in the log-mean of the negative binomial component. We evaluated and compared the performance of iDESC with eleven existing DE analysis methods. Using simulated data, we demonstrated that iDESC had well-controlled type I error and higher power compared to the existing methods. Applications of those methods with well-controlled type I error to three real scRNA-seq datasets from the same tissue and disease showed that the results of iDESC achieved the best consistency between datasets and the best disease relevance., Conclusions: iDESC was able to achieve more accurate and robust DE analysis results by separating subject effect from disease effect with consideration of dropouts to identify DE genes, suggesting the importance of considering subject effect and dropouts in the DE analysis of scRNA-seq data with multiple subjects., (© 2023. BioMed Central Ltd., part of Springer Nature.)
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- 2023
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21. Genetic and geographic influence on phenotypic variation in European sarcoidosis patients.
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Freitag-Wolf S, Schupp JC, Frye BC, Fischer A, Anwar R, Kieszko R, Mihailović-Vučinić V, Milanowski J, Jovanovic D, Zissel G, Bargagli E, Rottoli P, Bumbacea D, Jonkers R, Ho LP, Gaede KI, Dubaniewicz A, Marshall BG, Günther A, Petrek M, Keane MP, Haraldsdottir SO, Bonella F, Grah C, Peroš-Golubičić T, Kadija Z, Pabst S, Grohé C, Strausz J, Safrankova M, Millar A, Homolka J, Wuyts WA, Spencer LG, Pfeifer M, Valeyre D, Poletti V, Wirtz H, Prasse A, Schreiber S, Dempfle A, and Müller-Quernheim J
- Abstract
Introduction: Sarcoidosis is a highly variable disease in terms of organ involvement, type of onset and course. Associations of genetic polymorphisms with sarcoidosis phenotypes have been observed and suggest genetic signatures., Methods: After obtaining a positive vote of the competent ethics committee we genotyped 1909 patients of the deeply phenotyped Genetic-Phenotype Relationship in Sarcoidosis (GenPhenReSa) cohort of 31 European centers in 12 countries with 116 potentially disease-relevant single-nucleotide polymorphisms (SNPs). Using a meta-analysis, we investigated the association of relevant phenotypes (acute vs. sub-acute onset, phenotypes of organ involvement, specific organ involvements, and specific symptoms) with genetic markers. Subgroups were built on the basis of geographical, clinical and hospital provision considerations., Results: In the meta-analysis of the full cohort, there was no significant genetic association with any considered phenotype after correcting for multiple testing. In the largest sub-cohort (Serbia), we confirmed the known association of acute onset with TNF and reported a new association of acute onset an HLA polymorphism. Multi-locus models with sets of three SNPs in different genes showed strong associations with the acute onset phenotype in Serbia and Lublin (Poland) demonstrating potential region-specific genetic links with clinical features, including recently described phenotypes of organ involvement., Discussion: The observed associations between genetic variants and sarcoidosis phenotypes in subgroups suggest that gene-environment-interactions may influence the clinical phenotype. In addition, we show that two different sets of genetic variants are permissive for the same phenotype of acute disease only in two geographic subcohorts pointing to interactions of genetic signatures with different local environmental factors. Our results represent an important step towards understanding the genetic architecture of sarcoidosis., Competing Interests: FB received from Boehringer Ingelheim, Fujirebio, Galapagos NV and Roche; personal travel support from Boehringer Ingelheim and Roche, board membership fees from Boehringer Ingelheim, Bristol Myers Squibb, Fujirebio, Galapagos, GlaxoSmithKline, Roche and Takeda. DB grants paid to the institution from Synairgen and Sanofi; personal honoraria received from Chiesi, Norvatis and Sanofi; personal honoraria for lectures received from Astra Zeneca, Eli Lilly and Norvatis; not for profit activities for ministry of health, Romania. AF received a grant from the German Research Foundation. BF: received grants from Bristol Myers Squibb and AdVita Lifescience paid to the institution; personal honoraria for lectures from Boehringer Ingelheim, Astra Zeneca and Roche, personal travel support from Boehringer Ingelheim; reports a pending patient WO2020225246A1 and stocks from Relief Therapeutics. CG received lecture fees from Astra Zeneca paid to the institution. MK received consulting fees from Boehringer Ingelheim. JM-Q grants from German Research Council, Bristol Myers Squibb and AdVita Lifesciences paid to the institution, received personal honoria from AdVita Lifesciences and Roche, received lecture fees from Astra Zeneca and Roche, received payments for expert testimony from AdVita Lifescience; received travel support from AdVita Lifescience and Grifols, reports a pending patent WO2020225246A1 and stocks from Relief Therapeutics. MaP received grants from Palacky University paid to the institution. MiP reports fiduciary activities for Deutsche Gesellschaft für Pneumologie und Beatmungsmedizin. VP received personal consulting fees from Ambu and Erbe; lecture honoraria from Boehringer Ingelheim and Roche and participated in a data safety monitoring board for Boehringer Ingelheim. AP received personal consulting fees from Boehringer Ingelheim, Roche, AstraZeneca and Galapagos, lecture fees from Boehringer Ingelheim, Norvatis and Gilead, participated in data safety monitoring boards for Boehringer Ingelheim, Roche and AstraZeneca and reports fiduciary activities for the European Rare Disease Network Interstitial Lung Disease Group and the steering committee of the World Association of Sarcoidosis and Other Granulomtous Disorders. SS reports grants from the German Research Council paid to the institution, personal consulting fees from Abbvie, Arenal, BMS, Biogen, Celltrion, Celgen, IMAB, Gilead, MSD, Mylan, Pfizer, Fresinius, Janssen, Takeda, Theravance, Provention Bio, Protagonist, Falk, Ferring, UCB, Amgen, Sandoz Hexal, Lilly, Galapagos. JCS grants from the German Research Council, Else Kröner-Fresenius Foundation, and Fritz Thyssen-Foundation paid to the institution; received personal lecture honoraria from Boehringer Ingelheim. LS received personal honoraria from Boehringer Ingelheim for educational events. D received personal honoraria from Boehringer Ingelheim for activities in advisory boards and lecture fees from Boehringer Ingelheim and AstraZeneca and reports travel support from Boehringer Ingelheim. WW grants from Roche, Boehringer Ingelheim, and Galapagos, consulting fees from Sanofi, Boehringer Ingelheim and Roche, honoraria for lectures from Roche and Beohdringer Ingelheim and payments for activities in data safety monitoring boards from Boehringer Ingelheim and Roche all paid to the institution. GZ reports a pending patent (EP 2585089 A1) and stock options for Moderna, Biontech and Relief Therapeutics. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2023 Freitag-Wolf, Schupp, Frye, Fischer, Anwar, Kieszko, Mihailović-Vučinić, Milanowski, Jovanovic, Zissel, Bargagli, Rottoli, Bumbacea, Jonkers, Ho, Gaede, Dubaniewicz, Marshall, Günther, Petrek, Keane, Haraldsdottir, Bonella, Grah, Peroš-Golubičić, Kadija, Pabst, Grohé, Strausz, Safrankova, Millar, Homolka, Wuyts, Spencer, Pfeifer, Valeyre, Poletti, Wirtz, Prasse, Schreiber, Dempfle and Müller-Quernheim.)
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- 2023
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22. Effects of sotatercept on lung diffusion capacity and blood gases in patients with pulmonary arterial hypertension.
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Olsson KM, Fuge J, Park DH, Kamp JC, Brod T, Harrigfeld B, Schupp JC, and Hoeper MM
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- Humans, Lung, Recombinant Fusion Proteins, Familial Primary Pulmonary Hypertension, Gases, Pulmonary Arterial Hypertension
- Abstract
Competing Interests: Conflict of interest: K.M. Olsson has received fees for lectures and/or consultations from Acceleron, Actelion, Bayer, Ferrer, GSK, Janssen, MSD, Pfizer and United Therapeutics. J. Fuge has received personal fees/speaker honoraria from AstraZeneca, outside the submitted work. D-H. Park is supported by PRACTIS – Clinician Scientist Program at Hannover Medical School, funded by the German Research Foundation (DFG, ME 3696/3-1). J.C. Kamp is supported by PRACTIS – Clinician Scientist Program at Hannover Medical School, funded by the German Research Foundation (DFG, ME 3696/3-1). T. Brod has no disclosures. B. Harrigfeld has no disclosures. J.C. Schupp has patents on new therapies in pulmonary fibrosis and has received lecture fees from Boehringer Ingelheim. M.M. Hoeper reports fees for lectures and/or consultations from Acceleron, Actelion, Altavant, AOP Health, Bayer, Ferrer, Janssen and MSD, and has a patent application filed by MSD for US patent application number 63466014, entitled “Methods of improving lung diffusion capacity in a patient with pulmonary arterial hypertension”.
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- 2023
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23. Vascular-Parenchymal Cross-Talk Promotes Lung Fibrosis through BMPR2 Signaling.
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Yanagihara T, Tsubouchi K, Zhou Q, Chong M, Otsubo K, Isshiki T, Schupp JC, Sato S, Scallan C, Upagupta C, Revill S, Ayoub A, Chong SG, Dvorkin-Gheva A, Kaminski N, Tikkanen J, Keshavjee S, Paré G, Guignabert C, Ask K, and Kolb MRJ
- Subjects
- Humans, Rats, Animals, Vascular Remodeling, Endothelial Cells metabolism, Tacrolimus, Lung pathology, Transforming Growth Factor beta1 metabolism, Fibroblasts metabolism, Bone Morphogenetic Protein Receptors, Type II genetics, Idiopathic Pulmonary Fibrosis pathology, Hypertension, Pulmonary genetics, Hypertension, Pulmonary metabolism
- Abstract
Rationale: Idiopathic pulmonary fibrosis (IPF) is a fatal lung disease characterized by progressive lung scarring. IPF-related pulmonary vascular remodeling and pulmonary hypertension (PH) result in a particularly poor prognosis. Objectives: To study the pathogenesis of vascular remodeling in fibrotic lungs and its contribution to progression of fibrosis. Methods: We used an experimental model of lung fibrosis associated with PH by transient overexpression of active TGF-β1 (transforming growth factor-β1). Samples from patients with fibrotic lung diseases were analyzed in depth using immunostaining, gene expression, and gene mutations. Measurements and Main Results: We found a reduction in endothelial cells (ECs) and activation of vascular smooth muscle cells (VSMCs) in fibrotic lungs. Coculturing fibroblasts with VSMCs or ECs from fibrotic lungs induced fibrotic phenotypes in fibroblasts. IPF fibroblasts induced EC death and activation of VSMCs in coculture systems. Decreased concentrations of BMPR2 (bone morphogenic protein receptor 2) and its signaling were observed in ECs and VSMCs from fibrotic lungs in both rats and humans. On fibroblasts treated with media from VSMCs, BMPR2 suppression in VSMCs led to fibrogenic effects. Tacrolimus activated BMPR2 signaling and attenuated fibrosis and PH in rodent lungs. Whole-exome sequencing revealed rare mutations in PH-related genes, including BMPR2 , in patients with IPF undergoing transplantation. A unique missense BMPR2 mutation (p.Q721R) was discovered to have dysfunctional effects on BMPR2 signaling. Conclusions: Endothelial dysfunction and vascular remodeling in PH secondary to pulmonary fibrosis enhance fibrogenesis through impaired BMPR2 signaling. Tacrolimus may have value as a treatment of advanced IPF and concomitant PH. Genetic abnormalities may determine the development of PH in advanced IPF.
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- 2023
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24. Calcineurin-inhibitor free immunosuppression after lung transplantation - a single center case-control study in 51 patients converted to Mechanistic Target of Rapamycin (mTOR) inhibitors.
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Gottlieb J, Fischer B, Schupp JC, and Golpon H
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- Adult, Humans, Retrospective Studies, Case-Control Studies, MTOR Inhibitors, Calcineurin Inhibitors therapeutic use, Immunosuppressive Agents therapeutic use, Sirolimus therapeutic use, Glomerular Filtration Rate, Prednisolone, Immunosuppression Therapy, TOR Serine-Threonine Kinases, Graft Rejection prevention & control, Calcineurin, Lung Transplantation
- Abstract
Background: Data on calcineurin-inhibitor (CNI) free immunosuppression after lung transplantation (LTx) are limited. Aim of this study was to investigate CNI-free immunosuppression using mechanistic target of rapamycin (mTOR) inhibitors., Methods: This retrospective analysis was performed at a single center. Adult patients after LTx without CNI during the follow-up period were included. Outcome was compared to those LTx patients with malignancy who continued CNI., Results: Among 2,099 patients in follow-up, fifty-one (2.4%) were converted median 6.2 years after LTx to a CNI-free regimen combining mTOR inhibitors with prednisolone and an antimetabolite, two patients were switched to mTOR inhibitors with prednisolone only. In 25 patients, malignancies without curative treatment options were the reason of the conversion, with a 1-year survival of 36%. The remaining patients had a 1-year survival of 100%. Most common non-malignant indication was neurological complications (n = 9). Fifteen patients were re-converted to a CNI-based regimen. The median duration of CNI-free immunosuppression was 338 days. No acute rejections were detected in 7 patients with follow-up biopsies. In multivariate analysis, CNI-free immunosuppression were not associated with improved survival after malignancy. The majority of patients with neurological diseases improved 12 months after conversion. Glomerular filtration rate increased by median 5 (25 and 75% percentiles -6; +18) ml/min/1.73 m2., Conclusions: mTOR inhibitor based CNI-free immunosuppression may be safely performed in selected patients after LTx. This approach was not associated with improved survival in patients with malignancy. Significant functional improvements were observed in patients with neurological diseases., Competing Interests: Jens Gottlieb: related to this work: Novartis (speaker fees) Jens Gottlieb unrelated to this work: Zambon /Breath Therapeutics (Research grant), Theravance (Advisory), Atheneum (Consultancy), Pierre Fabre (Advisory), Astra Zeneca (Speaker fee), Springer Healthcare (Advisory), Merck (Advisory), European Research Network (Consultancy), Precision (Advisory), German Center of Lung Research (Research grant), Deutsche Forschungsgemeinschaft (Research grant). Heiko Golpon, Bettina Fischer and Jonas Schupp have declared that no competing interests exist., (Copyright: © 2023 Gottlieb et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
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- 2023
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25. Single-cell profiling reveals immune aberrations in progressive idiopathic pulmonary fibrosis.
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Unterman A, Zhao AY, Neumark N, Schupp JC, Ahangari F, Cosme C Jr, Sharma P, Flint J, Stein Y, Ryu C, Ishikawa G, Sumida TS, Gomez JL, Herazo-Maya J, Dela Cruz CS, Herzog EL, and Kaminski N
- Abstract
Rationale: Changes in peripheral blood cell populations have been observed but not detailed at single-cell resolution in idiopathic pulmonary fibrosis (IPF)., Objectives: To provide an atlas of the changes in the peripheral immune system in stable and progressive IPF., Methods: Peripheral blood mononuclear cells (PBMCs) from IPF patients and controls were profiled using 10x Chromium 5' single-cell RNA sequencing (scRNA-seq). Flow cytometry was used for validation. Protein concentrations of Regulatory T-cells (Tregs) and Monocytes chemoattractants were measured in plasma and lung homogenates from patients and controls., Measurements and Main Results: Thirty-eight PBMC samples from 25 patients with IPF and 13 matched controls yielded 149,564 cells that segregated into 23 subpopulations, corresponding to all expected peripheral blood cell populations. Classical monocytes were increased in progressive and stable IPF compared to controls (32.1%, 25.2%, 17.9%, respectively, p<0.05). Total lymphocytes were decreased in IPF vs controls, and in progressive vs stable IPF (52.6% vs 62.6%, p=0.035). Tregs were increased in progressive IPF (1.8% vs 1.1%, p=0.007), and were associated with decreased survival (P=0.009 in Kaplan-Meier analysis). Flow cytometry analysis confirmed this finding in an independent cohort of IPF patients. Tregs were also increased in two cohorts of lung scRNA-seq. CCL22 and CCL18, ligands for CCR4 and CCR8 Treg chemotaxis receptors, were increased in IPF., Conclusions: The single-cell atlas of the peripheral immune system in IPF, reveals an outcome-predictive increase in classical monocytes and Tregs, as well as evidence for a lung-blood immune recruitment axis involving CCL7 (for classical monocytes) and CCL18/CCL22 (for Tregs)., Competing Interests: NK is a scientific founder at Thyron, served as a consultant to Biogen Idec, Boehringer Ingelheim, Third Rock, Pliant, Samumed, NuMedii, Theravance, LifeMax, Three Lake Partners, Optikira, Astra Zeneca, RohBar, Veracyte, Augmanity, CSL Behring, Galapagos, Fibrogen, and Thyron over the last 3 years, reports Equity in Pliant and Thyron, and grants from Veracyte, Boehringer Ingelheim, BMS and non-financial support from MiRagen and Astra Zeneca. AU reports receiving research funding from Boehringer Ingelheim, and personal consulting fees or honoraria from Boehringer Ingelheim, Kamada, RemedyCell, Augmanity Nano, Splisense, Veracyte, and 1E Therapeutics in the last 36 months. JCS reports receiving honoraria and travel support from Boehringer Ingelheim. All other authors report no conflict of interest.
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- 2023
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26. microRNA-33 deficiency in macrophages enhances autophagy, improves mitochondrial homeostasis, and protects against lung fibrosis.
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Ahangari F, Price NL, Malik S, Chioccioli M, Bärnthaler T, Adams TS, Kim J, Pradeep SP, Ding S, Cosmos C Jr, Rose KS, McDonough JE, Aurelien NR, Ibarra G, Omote N, Schupp JC, DeIuliis G, Villalba Nunez JA, Sharma L, Ryu C, Dela Cruz CS, Liu X, Prasse A, Rosas I, Bahal R, Fernández-Hernando C, and Kaminski N
- Subjects
- Animals, Humans, Mice, Bleomycin adverse effects, Homeostasis, Mitochondria metabolism, Autophagy genetics, Idiopathic Pulmonary Fibrosis metabolism, Macrophages metabolism, MicroRNAs genetics
- Abstract
Idiopathic pulmonary fibrosis (IPF) is a progressive and ultimately fatal disease. Recent findings have shown a marked metabolic reprogramming associated with changes in mitochondrial homeostasis and autophagy during pulmonary fibrosis. The microRNA-33 (miR-33) family of microRNAs (miRNAs) encoded within the introns of sterol regulatory element binding protein (SREBP) genes are master regulators of sterol and fatty acid (FA) metabolism. miR-33 controls macrophage immunometabolic response and enhances mitochondrial biogenesis, FA oxidation, and cholesterol efflux. Here, we show that miR-33 levels are increased in bronchoalveolar lavage (BAL) cells isolated from patients with IPF compared with healthy controls. We demonstrate that specific genetic ablation of miR-33 in macrophages protects against bleomycin-induced pulmonary fibrosis. The absence of miR-33 in macrophages improves mitochondrial homeostasis and increases autophagy while decreasing inflammatory response after bleomycin injury. Notably, pharmacological inhibition of miR-33 in macrophages via administration of anti-miR-33 peptide nucleic acids (PNA-33) attenuates fibrosis in different in vivo and ex vivo mice and human models of pulmonary fibrosis. These studies elucidate a major role of miR-33 in macrophages in the regulation of pulmonary fibrosis and uncover a potentially novel therapeutic approach to treat this disease.
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- 2023
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27. Saracatinib, a Selective Src Kinase Inhibitor, Blocks Fibrotic Responses in Preclinical Models of Pulmonary Fibrosis.
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Ahangari F, Becker C, Foster DG, Chioccioli M, Nelson M, Beke K, Wang X, Justet A, Adams T, Readhead B, Meador C, Correll K, Lili LN, Roybal HM, Rose KA, Ding S, Barnthaler T, Briones N, DeIuliis G, Schupp JC, Li Q, Omote N, Aschner Y, Sharma L, Kopf KW, Magnusson B, Hicks R, Backmark A, Dela Cruz CS, Rosas I, Cousens LP, Dudley JT, Kaminski N, and Downey GP
- Subjects
- Animals, Humans, Mice, Bleomycin adverse effects, Fibroblasts metabolism, Fibrosis, Lung pathology, src-Family Kinases metabolism, Transforming Growth Factor beta metabolism, Idiopathic Pulmonary Fibrosis drug therapy, Protein Kinase Inhibitors therapeutic use
- Abstract
Rationale: Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive, and often fatal disorder. Two U.S. Food and Drug Administration-approved antifibrotic drugs, nintedanib and pirfenidone, slow the rate of decline in lung function, but responses are variable and side effects are common. Objectives: Using an in silico data-driven approach, we identified a robust connection between the transcriptomic perturbations in IPF disease and those induced by saracatinib, a selective Src kinase inhibitor originally developed for oncological indications. Based on these observations, we hypothesized that saracatinib would be effective at attenuating pulmonary fibrosis. Methods: We investigated the antifibrotic efficacy of saracatinib relative to nintedanib and pirfenidone in three preclinical models: 1 ) in vitro in normal human lung fibroblasts; 2 ) in vivo in bleomycin and recombinant Ad-TGF-β (adenovirus transforming growth factor-β) murine models of pulmonary fibrosis; and 3 ) ex vivo in mice and human precision-cut lung slices from these two murine models as well as patients with IPF and healthy donors. Measurements and Main Results: In each model, the effectiveness of saracatinib in blocking fibrogenic responses was equal or superior to nintedanib and pirfenidone. Transcriptomic analyses of TGF-β-stimulated normal human lung fibroblasts identified specific gene sets associated with fibrosis, including epithelial-mesenchymal transition, TGF-β, and WNT signaling that was uniquely altered by saracatinib. Transcriptomic analysis of whole-lung extracts from the two animal models of pulmonary fibrosis revealed that saracatinib reverted many fibrogenic pathways, including epithelial-mesenchymal transition, immune responses, and extracellular matrix organization. Amelioration of fibrosis and inflammatory cascades in human precision-cut lung slices confirmed the potential therapeutic efficacy of saracatinib in human lung fibrosis. Conclusions: These studies identify novel Src-dependent fibrogenic pathways and support the study of the therapeutic effectiveness of saracatinib in IPF treatment.
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- 2022
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28. Recruited monocytes/macrophages drive pulmonary neutrophilic inflammation and irreversible lung tissue remodeling in cystic fibrosis.
- Author
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Öz HH, Cheng EC, Di Pietro C, Tebaldi T, Biancon G, Zeiss C, Zhang PX, Huang PH, Esquibies SS, Britto CJ, Schupp JC, Murray TS, Halene S, Krause DS, Egan ME, and Bruscia EM
- Subjects
- Humans, Mice, Animals, Monocytes metabolism, Cystic Fibrosis Transmembrane Conductance Regulator, Lung pathology, Inflammation pathology, Receptors, Chemokine metabolism, Macrophages metabolism, Transforming Growth Factor beta metabolism, Cystic Fibrosis pathology, Pneumonia pathology
- Abstract
Persistent neutrophil-dominated lung inflammation contributes to lung damage in cystic fibrosis (CF). However, the mechanisms that drive persistent lung neutrophilia and tissue deterioration in CF are not well characterized. Starting from the observation that, in patients with CF, c-c motif chemokine receptor 2 (CCR2)
+ monocytes/macrophages are abundant in the lungs, we investigate the interplay between monocytes/macrophages and neutrophils in perpetuating lung tissue damage in CF. Here we show that CCR2+ monocytes in murine CF lungs drive pathogenic transforming growth factor β (TGF-β) signaling and sustain a pro-inflammatory environment by facilitating neutrophil recruitment. Targeting CCR2 to lower the numbers of monocytes in CF lungs ameliorates neutrophil inflammation and pathogenic TGF-β signaling and prevents lung tissue damage. This study identifies CCR2+ monocytes as a neglected contributor to the pathogenesis of CF lung disease and as a therapeutic target for patients with CF, for whom lung hyperinflammation and tissue damage remain an issue despite recent advances in CF transmembrane conductance regulator (CFTR)-specific therapeutic agents., Competing Interests: Declaration of interests The authors declare no competing interests., (Copyright © 2022 The Author(s). Published by Elsevier Inc. All rights reserved.)- Published
- 2022
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29. Airway basal cells show a dedifferentiated KRT17 high Phenotype and promote fibrosis in idiopathic pulmonary fibrosis.
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Jaeger B, Schupp JC, Plappert L, Terwolbeck O, Artysh N, Kayser G, Engelhard P, Adams TS, Zweigerdt R, Kempf H, Lienenklaus S, Garrels W, Nazarenko I, Jonigk D, Wygrecka M, Klatt D, Schambach A, Kaminski N, and Prasse A
- Subjects
- Animals, Disease Models, Animal, Fibroblasts metabolism, Fibrosis, Humans, Lung pathology, Mice, Phenotype, Idiopathic Pulmonary Fibrosis pathology
- Abstract
Idiopathic pulmonary fibrosis (IPF) is a fatal disease with limited treatment options. In this study, we focus on the properties of airway basal cells (ABC) obtained from patients with IPF (IPF-ABC). Single cell RNA sequencing (scRNAseq) of bronchial brushes revealed extensive reprogramming of IPF-ABC towards a KRT17
high PTENlow dedifferentiated cell type. In the 3D organoid model, compared to ABC obtained from healthy volunteers, IPF-ABC give rise to more bronchospheres, de novo bronchial structures resembling lung developmental processes, induce fibroblast proliferation and extracellular matrix deposition in co-culture. Intratracheal application of IPF-ABC into minimally injured lungs of Rag2-/- or NRG mice causes severe fibrosis, remodeling of the alveolar compartment, and formation of honeycomb cyst-like structures. Connectivity MAP analysis of scRNAseq of bronchial brushings suggested that gene expression changes in IPF-ABC can be reversed by SRC inhibition. After demonstrating enhanced SRC expression and activity in these cells, and in IPF lungs, we tested the effects of saracatinib, a potent SRC inhibitor previously studied in humans. We demonstrate that saracatinib modified in-vitro and in-vivo the profibrotic changes observed in our 3D culture system and novel mouse xenograft model., (© 2022. The Author(s).)- Published
- 2022
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30. A Morphomolecular Approach to Alveolar Capillary Dysplasia.
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Kamp JC, Neubert L, Ackermann M, Stark H, Plucinski E, Shah HR, Janciauskiene S, Bergmann AK, Schmidt G, Welte T, Haverich A, Werlein C, Braubach P, Laenger F, Schwerk N, Olsson KM, Fuge J, Park DH, Schupp JC, Hoeper MM, Kuehnel MP, and Jonigk DD
- Subjects
- Angiopoietins, Comparative Genomic Hybridization, Humans, Infant, Newborn, Pulmonary Alveoli abnormalities, Persistent Fetal Circulation Syndrome pathology, Pulmonary Arterial Hypertension
- Abstract
Alveolar capillary dysplasia (ACD) is a rare lung developmental disorder leading to persistent pulmonary arterial hypertension and fatal outcomes in newborns. The current study analyzed the microvascular morphology and the underlying molecular background of ACD. One ACD group (n = 7), one pulmonary arterial hypertension group (n = 20), and one healthy con1trol group (n = 16) were generated. Samples of histologically confirmed ACD were examined by exome sequencing and array-based comparative genomic hybridization. Vascular morphology was analyzed using scanning electron microscopy of microvascular corrosion casts. Gene expression and biological pathways were analyzed using two panels on inflammation/kinase-specific genes and a comparison analysis tool. Compartment-specific protein expression was analyzed using immunostaining. In ACD, there was an altered capillary network, a high prevalence of intussusceptive angiogenesis, and increased activity of C-X-C motif chemokine receptor 4 (CXCR4), hypoxia-inducible factor 1α (HIF1A), and angiopoietin signaling pathways compared with pulmonary arterial hypertension/healthy controls. Histologically, there was a markedly increased prevalence of endothelial tyrosine kinase receptor (TEK/TIE2)
+ macrophages in ACD, compared with the other groups, whereas the CXCR4 ligand CXCL12 and HIF1A showed high expression in all groups. ACD is characterized by dysfunctional capillaries and a high prevalence of intussusceptive angiogenesis. The results indicate that endothelial CXCR4, HIF1A, and angiopoietin signaling as well as TIE2+ macrophages are crucial for the induction of intussusceptive angiogenesis and vascular remodeling. Future studies should address the use of anti-angiogenic agents in ACD, where TIE2 appears as a promising target., (Copyright © 2022 American Society for Investigative Pathology. Published by Elsevier Inc. All rights reserved.)- Published
- 2022
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31. BAL Transcriptomes Characterize Idiopathic Pulmonary Fibrosis Endotypes With Prognostic Impact.
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De Sadeleer LJ, Verleden SE, Schupp JC, McDonough JE, Goos T, Yserbyt J, Bargagli E, Rottoli P, Kaminski N, Prasse A, and Wuyts WA
- Subjects
- Humans, Lung metabolism, Prognosis, Transcription Factors metabolism, Transcriptome, Idiopathic Pulmonary Fibrosis
- Abstract
Background: Given the plethora of pathophysiologic mechanisms described in idiopathic pulmonary fibrosis (IPF), we hypothesize that the mechanisms driving fibrosis in IPF may be different from one patient to another., Research Question: Do IPF endotypes exist and are they associated with outcome?, Study Design and Methods: Using a publicly available gene expression dataset retrieved from BAL samples of patients with IPF and control participants (GSE70867), we clustered IPF samples based on a dimension reduction algorithm specifically designed for -omics data, called DDR Tree. After clustering, gene set enrichment analysis was performed for functional annotation, associations with clinical variables and prognosis were investigated, and differences in transcriptional regulation were determined using motif enrichment analysis. The findings were validated in three independent publicly available gene expression datasets retrieved from IPF blood samples., Results: One hundred seventy-six IPF samples from three centers were clustered in six IPF clusters, with distinct functional enrichment. Although clinical characteristics did not differ between the clusters, one cluster conferred worse sex-age-physiology score-corrected survival, whereas another showed a numeric trend toward worse survival (P = .08). The first was enriched for increased epithelial and innate and adaptive immunity signatures, whereas the other showed important telomere and mitochondrial dysfunction, loss of proteostasis, and increased myofibroblast signatures. The existence of these two endotypes, including the impact on survival of the immune endotype, was validated in three independent validation cohorts. Finally, we identified transcription factors regulating the expression of endotype-specific survival-associated genes., Interpretation: Gene expression-based endotyping in IPF is feasible and can inform clinical evolution. As endotype-specific pathways and survival-associated transcription factors are identified, endotyping may open up the possibility of endotype-tailored therapy., (Copyright © 2022 American College of Chest Physicians. Published by Elsevier Inc. All rights reserved.)
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- 2022
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32. FK506-Binding Protein 11 Is a Novel Plasma Cell-Specific Antibody Folding Catalyst with Increased Expression in Idiopathic Pulmonary Fibrosis.
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Preisendörfer S, Ishikawa Y, Hennen E, Winklmeier S, Schupp JC, Knüppel L, Fernandez IE, Binzenhöfer L, Flatley A, Juan-Guardela BM, Ruppert C, Guenther A, Frankenberger M, Hatz RA, Kneidinger N, Behr J, Feederle R, Schepers A, Hilgendorff A, Kaminski N, Meinl E, Bächinger HP, Eickelberg O, and Staab-Weijnitz CA
- Subjects
- Humans, Immunoglobulin G, Peptidylprolyl Isomerase metabolism, Plasma Cells metabolism, Idiopathic Pulmonary Fibrosis, Tacrolimus Binding Proteins metabolism
- Abstract
Antibodies are central effectors of the adaptive immune response, widespread used therapeutics, but also potentially disease-causing biomolecules. Antibody folding catalysts in the plasma cell are incompletely defined. Idiopathic pulmonary fibrosis (IPF) is a fatal chronic lung disease with increasingly recognized autoimmune features. We found elevated expression of FK506-binding protein 11 ( FKBP11 ) in IPF lungs where FKBP11 specifically localized to antibody-producing plasma cells. Suggesting a general role in plasma cells, plasma cell-specific FKBP11 expression was equally observed in lymphatic tissues, and in vitro B cell to plasma cell differentiation was accompanied by induction of FKBP11 expression. Recombinant human FKBP11 was able to refold IgG antibody in vitro and inhibited by FK506, strongly supporting a function as antibody peptidyl-prolyl cis-trans isomerase. Induction of ER stress in cell lines demonstrated induction of FKBP11 in the context of the unfolded protein response in an X-box-binding protein 1 (XBP1)-dependent manner. While deficiency of FKBP11 increased susceptibility to ER stress-mediated cell death in an alveolar epithelial cell line, FKBP11 knockdown in an antibody-producing hybridoma cell line neither induced cell death nor decreased expression or secretion of IgG antibody. Similarly, antibody secretion by the same hybridoma cell line was not affected by knockdown of the established antibody peptidyl-prolyl isomerase cyclophilin B. The results are consistent with FKBP11 as a novel XBP1-regulated antibody peptidyl-prolyl cis-trans isomerase and indicate significant redundancy in the ER-resident folding machinery of antibody-producing hybridoma cells.
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- 2022
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33. Type I interferon transcriptional network regulates expression of coinhibitory receptors in human T cells.
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Sumida TS, Dulberg S, Schupp JC, Lincoln MR, Stillwell HA, Axisa PP, Comi M, Unterman A, Kaminski N, Madi A, Kuchroo VK, and Hafler DA
- Subjects
- Gene Regulatory Networks, Humans, Receptors, Antigen, T-Cell metabolism, Receptors, Immunologic genetics, SARS-CoV-2, T-Lymphocytes, COVID-19, Interferon Type I genetics
- Abstract
Although inhibition of T cell coinhibitory receptors has revolutionized cancer therapy, the mechanisms governing their expression on human T cells have not been elucidated. In the present study, we show that type 1 interferon (IFN-I) regulates coinhibitory receptor expression on human T cells, inducing PD-1/TIM-3/LAG-3 while inhibiting TIGIT expression. High-temporal-resolution mRNA profiling of IFN-I responses established the dynamic regulatory networks uncovering three temporal transcriptional waves. Perturbation of key transcription factors (TFs) and TF footprint analysis revealed two regulator modules with different temporal kinetics that control expression of coinhibitory receptors and IFN-I response genes, with SP140 highlighted as one of the key regulators that differentiates LAG-3 and TIGIT expression. Finally, we found that the dynamic IFN-I response in vitro closely mirrored T cell features in acute SARS-CoV-2 infection. The identification of unique TFs controlling coinhibitory receptor expression under IFN-I response may provide targets for enhancement of immunotherapy in cancer, infectious diseases and autoimmunity., (© 2022. Springer Nature America, Inc.)
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- 2022
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34. Computation and visualization of cell-cell signaling topologies in single-cell systems data using Connectome.
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Raredon MSB, Yang J, Garritano J, Wang M, Kushnir D, Schupp JC, Adams TS, Greaney AM, Leiby KL, Kaminski N, Kluger Y, Levchenko A, and Niklason LE
- Subjects
- Brain diagnostic imaging, Brain physiology, Ligands, RNA, Signal Transduction, Connectome
- Abstract
Single-cell RNA-sequencing data has revolutionized our ability to understand of the patterns of cell-cell and ligand-receptor connectivity that influence the function of tissues and organs. However, the quantification and visualization of these patterns in a way that informs tissue biology are major computational and epistemological challenges. Here, we present Connectome, a software package for R which facilitates rapid calculation and interactive exploration of cell-cell signaling network topologies contained in single-cell RNA-sequencing data. Connectome can be used with any reference set of known ligand-receptor mechanisms. It has built-in functionality to facilitate differential and comparative connectomics, in which signaling networks are compared between tissue systems. Connectome focuses on computational and graphical tools designed to analyze and explore cell-cell connectivity patterns across disparate single-cell datasets and reveal biologic insight. We present approaches to quantify focused network topologies and discuss some of the biologic theory leading to their design., (© 2022. The Author(s).)
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- 2022
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35. Characterization of the COPD alveolar niche using single-cell RNA sequencing.
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Sauler M, McDonough JE, Adams TS, Kothapalli N, Barnthaler T, Werder RB, Schupp JC, Nouws J, Robertson MJ, Coarfa C, Yang T, Chioccioli M, Omote N, Cosme C Jr, Poli S, Ayaub EA, Chu SG, Jensen KH, Gomez JL, Britto CJ, Raredon MSB, Niklason LE, Wilson AA, Timshel PN, Kaminski N, and Rosas IO
- Subjects
- A549 Cells, Alveolar Epithelial Cells classification, Animals, Cells, Cultured, Cluster Analysis, Epithelial Cells metabolism, Female, Gene Expression Profiling methods, Gene Regulatory Networks, Humans, Lung cytology, Male, Mice, Inbred C57BL, Mice, Transgenic, Pulmonary Disease, Chronic Obstructive pathology, Signal Transduction genetics, Mice, Alveolar Epithelial Cells metabolism, Lung metabolism, Pulmonary Disease, Chronic Obstructive genetics, RNA-Seq methods, Single-Cell Analysis methods
- Abstract
Chronic obstructive pulmonary disease (COPD) is a leading cause of death worldwide, however our understanding of cell specific mechanisms underlying COPD pathobiology remains incomplete. Here, we analyze single-cell RNA sequencing profiles of explanted lung tissue from subjects with advanced COPD or control lungs, and we validate findings using single-cell RNA sequencing of lungs from mice exposed to 10 months of cigarette smoke, RNA sequencing of isolated human alveolar epithelial cells, functional in vitro models, and in situ hybridization and immunostaining of human lung tissue samples. We identify a subpopulation of alveolar epithelial type II cells with transcriptional evidence for aberrant cellular metabolism and reduced cellular stress tolerance in COPD. Using transcriptomic network analyses, we predict capillary endothelial cells are inflamed in COPD, particularly through increased CXCL-motif chemokine signaling. Finally, we detect a high-metallothionein expressing macrophage subpopulation enriched in advanced COPD. Collectively, these findings highlight cell-specific mechanisms involved in the pathobiology of advanced COPD., (© 2022. The Author(s).)
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- 2022
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36. Single-cell multi-omics reveals dyssynchrony of the innate and adaptive immune system in progressive COVID-19.
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Unterman A, Sumida TS, Nouri N, Yan X, Zhao AY, Gasque V, Schupp JC, Asashima H, Liu Y, Cosme C Jr, Deng W, Chen M, Raredon MSB, Hoehn KB, Wang G, Wang Z, DeIuliis G, Ravindra NG, Li N, Castaldi C, Wong P, Fournier J, Bermejo S, Sharma L, Casanovas-Massana A, Vogels CBF, Wyllie AL, Grubaugh ND, Melillo A, Meng H, Stein Y, Minasyan M, Mohanty S, Ruff WE, Cohen I, Raddassi K, Niklason LE, Ko AI, Montgomery RR, Farhadian SF, Iwasaki A, Shaw AC, van Dijk D, Zhao H, Kleinstein SH, Hafler DA, Kaminski N, and Dela Cruz CS
- Subjects
- Adaptive Immunity drug effects, Adaptive Immunity genetics, Aged, Antibodies, Monoclonal, Humanized therapeutic use, CD4-Positive T-Lymphocytes drug effects, CD4-Positive T-Lymphocytes immunology, CD4-Positive T-Lymphocytes metabolism, CD8-Positive T-Lymphocytes drug effects, CD8-Positive T-Lymphocytes immunology, CD8-Positive T-Lymphocytes metabolism, COVID-19 genetics, Cells, Cultured, Female, Gene Expression Regulation drug effects, Gene Expression Regulation immunology, Humans, Immunity, Innate drug effects, Immunity, Innate genetics, Male, RNA-Seq methods, Receptors, Antigen, B-Cell genetics, Receptors, Antigen, B-Cell immunology, Receptors, Antigen, T-Cell genetics, Receptors, Antigen, T-Cell immunology, SARS-CoV-2 drug effects, SARS-CoV-2 physiology, COVID-19 Drug Treatment, Adaptive Immunity immunology, COVID-19 immunology, Gene Expression Profiling methods, Immunity, Innate immunology, SARS-CoV-2 immunology, Single-Cell Analysis methods
- Abstract
Dysregulated immune responses against the SARS-CoV-2 virus are instrumental in severe COVID-19. However, the immune signatures associated with immunopathology are poorly understood. Here we use multi-omics single-cell analysis to probe the dynamic immune responses in hospitalized patients with stable or progressive course of COVID-19, explore V(D)J repertoires, and assess the cellular effects of tocilizumab. Coordinated profiling of gene expression and cell lineage protein markers shows that S100A
hi /HLA-DRlo classical monocytes and activated LAG-3hi T cells are hallmarks of progressive disease and highlights the abnormal MHC-II/LAG-3 interaction on myeloid and T cells, respectively. We also find skewed T cell receptor repertories in expanded effector CD8+ clones, unmutated IGHG+ B cell clones, and mutated B cell clones with stable somatic hypermutation frequency over time. In conclusion, our in-depth immune profiling reveals dyssynchrony of the innate and adaptive immune interaction in progressive COVID-19., (© 2022. The Author(s).)- Published
- 2022
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37. Lung Microenvironments and Disease Progression in Fibrotic Hypersensitivity Pneumonitis.
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De Sadeleer LJ, McDonough JE, Schupp JC, Yan X, Vanstapel A, Van Herck A, Everaerts S, Geudens V, Sacreas A, Goos T, Aelbrecht C, Nawrot TS, Martens DS, Schols D, Claes S, Verschakelen JA, Verbeken EK, Ackermann M, Decottignies A, Mahieu M, Hackett TL, Hogg JC, Vanaudenaerde BM, Verleden SE, Kaminski N, and Wuyts WA
- Subjects
- Adult, Aged, Alveolitis, Extrinsic Allergic diagnosis, Case-Control Studies, Disease Progression, Female, Fibrosis, Gene Expression Profiling, Genetic Markers, Humans, Linear Models, Male, Middle Aged, Reproducibility of Results, Severity of Illness Index, Alveolitis, Extrinsic Allergic genetics, Alveolitis, Extrinsic Allergic pathology, Lung pathology, Transcriptome
- Abstract
Rationale: Fibrotic hypersensitivity pneumonitis (fHP) is an interstitial lung disease caused by sensitization to an inhaled allergen. Objectives: To identify the molecular determinants associated with progression of fibrosis. Methods: Nine fHP explant lungs and six unused donor lungs (as controls) were systematically sampled (4 samples/lung). According to microcomputed tomography measures, fHP cores were clustered into mild, moderate, and severe fibrosis groups. Gene expression profiles were assessed using weighted gene co-expression network analysis, xCell, gene ontology, and structure enrichment analysis. Gene expression of the prevailing molecular traits was also compared with idiopathic pulmonary fibrosis (IPF). The explant lung findings were evaluated in separate clinical fHP cohorts using tissue, BAL samples, and computed tomography scans. Measurements and Main Results: We found six molecular traits that associated with differential lung involvement. In fHP, extracellular matrix and antigen presentation/sensitization transcriptomic signatures characterized lung zones with only mild structural and histological changes, whereas signatures involved in honeycombing and B cells dominated the transcriptome in the most severely affected lung zones. With increasing disease severity, endothelial function was progressively lost, and progressive disruption in normal cellular homeostatic processes emerged. All six were also found in IPF, with largely similar associations with disease microenvironments. The molecular traits correlated with i n vivo disease behavior in a separate clinical fHP cohort. Conclusions: We identified six molecular traits that characterize the morphological progression of fHP and associate with in vivo clinical behavior. Comparing IPF with fHP, the transcriptome landscape was determined considerably by local disease extent rather than by diagnosis alone.
- Published
- 2022
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38. FeV1 and BMI influence King's Sarcoidosis Questionnaire score in sarcoidosis patients.
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Frye BC, Potasso L, Farin-Glattacker E, Birring S, Müller-Quernheim J, and Schupp JC
- Subjects
- Adult, Aged, Body Mass Index, Female, Forced Expiratory Volume, Humans, Lung physiopathology, Male, Middle Aged, Respiratory Function Tests, Surveys and Questionnaires, Health Status, Obesity complications, Quality of Life, Sarcoidosis, Pulmonary complications
- Abstract
Background: Sarcoidosis is granulomatous disease of unknown origin affecting organ function and quality of life. The King's Sarcoidosis Questionnaire (KSQ) serves as a tool to assess quality of life in sarcoidosis patients with general health and organ specific domains. A German translation has been validated in a German cohort. In this study we assessed, whether clinical parameters influence KSQ scores., Methods: Clinical data (e.g. lung function, organ impairment, serological parameters) for the German validation cohort were extracted from clinical charts and investigated by correlation and linear regression analyses., Results: KSQ subdomain scores were generally lower in patients with respective organ manifestation or on current therapy. LUNG subdomain was significantly predicted by lung functional parameters, however for general health status, only FeV1 exerted significant influence. GHS was not influenced by serological parameters, but was significantly negatively correlated with body mass index (BMI). KSQ provides additional information beyond lung function, clinical or serological parameters in sarcoidosis patients. Notably, high BMI is significantly negatively associated with patients' well-being as measured by KSQ-GHS., Conclusion: This observation may direct further studies investigating the effect of obesity on sarcoidosis-related quality of life and strategies to intervene with steroid-sparing therapies and measures of life style modifications. Trial registration This study was registered in the German Clinical Trials Register (reference number DRKS00010072). Registered January 2016., (© 2021. The Author(s).)
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- 2021
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39. Transcriptomics of bronchoalveolar lavage cells identifies new molecular endotypes of sarcoidosis.
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Vukmirovic M, Yan X, Gibson KF, Gulati M, Schupp JC, DeIuliis G, Adams TS, Hu B, Mihaljinec A, Woolard TN, Lynn H, Emeagwali N, Herzog EL, Chen ES, Morris A, Leader JK, Zhang Y, Garcia JGN, Maier LA, Collman RG, Drake WP, Becich MJ, Hochheiser H, Wisniewski SR, Benos PV, Moller DR, Prasse A, Koth LL, and Kaminski N
- Subjects
- Bronchoalveolar Lavage, Bronchoalveolar Lavage Fluid, Humans, Transcriptome, Sarcoidosis, Sarcoidosis, Pulmonary genetics
- Abstract
Background: Sarcoidosis is a multisystem granulomatous disease of unknown origin with a variable and often unpredictable course and pattern of organ involvement. In this study we sought to identify specific bronchoalveolar lavage (BAL) cell gene expression patterns indicative of distinct disease phenotypic traits., Methods: RNA sequencing by Ion Torrent Proton was performed on BAL cells obtained from 215 well-characterised patients with pulmonary sarcoidosis enrolled in the multicentre Genomic Research in Alpha-1 Antitrypsin Deficiency and Sarcoidosis (GRADS) study. Weighted gene co-expression network analysis and nonparametric statistics were used to analyse genome-wide BAL transcriptome. Validation of results was performed using a microarray expression dataset of an independent sarcoidosis cohort (Freiburg, Germany; n=50)., Results: Our supervised analysis found associations between distinct transcriptional programmes and major pulmonary phenotypic manifestations of sarcoidosis including T-helper type 1 (Th1) and Th17 pathways associated with hilar lymphadenopathy, transforming growth factor-β1 (TGFB1) and mechanistic target of rapamycin (MTOR) signalling with parenchymal involvement, and interleukin (IL)-7 and IL-2 with airway involvement. Our unsupervised analysis revealed gene modules that uncovered four potential sarcoidosis endotypes including hilar lymphadenopathy with increased acute T-cell immune response; extraocular organ involvement with PI3K activation pathways; chronic and multiorgan disease with increased immune response pathways; and multiorgan involvement, with increased IL-1 and IL-18 immune and inflammatory responses. We validated the occurrence of these endotypes using gene expression, pulmonary function tests and cell differentials from Freiburg., Conclusion: Taken together, our results identify BAL gene expression programmes that characterise major pulmonary sarcoidosis phenotypes and suggest the presence of distinct disease molecular endotypes., Competing Interests: Conflict of interest: M. Vukmirovic has nothing to disclose. Conflict of interest: X. Yan has nothing to disclose. Conflict of interest: K.F. Gibson has nothing to disclose. Conflict of interest: M. Gulati reports grants from NIH, during the conduct of the study; personal fees for advisory board work and other (PI/publication committee) from Boehringer Ingelheim, other (lectures) from France Foundation, other (PI/centre director) from Pulmonary Fibrosis Foundation, grants from NIH and Sarcoidosis Research Foundation, outside the submitted work. Conflict of interest: J.C. Schupp has nothing to disclose. Conflict of interest: G. DeIuliis has nothing to disclose. Conflict of interest: T.S. Adams has nothing to disclose. Conflict of interest: B. Hu has nothing to disclose. Conflict of interest: A. Mihaljinec has nothing to disclose. Conflict of interest: T.N. Woolard has nothing to disclose. Conflict of interest: H. Lynn has nothing to disclose. Conflict of interest: N. Emeagwali has nothing to disclose. Conflict of interest: E.L Herzog reports grants from NIH, Sanofi, Bristol Myers and Promedior, personal fees for consultancy from Boehringer Ingelheim and Pfizer, outside the submitted work. Conflict of interest: E.S. Chen has nothing to disclose. Conflict of interest: A. Morris reports grants from NIH, during the conduct of the study. Conflict of interest: J.K. Leader has nothing to disclose. Conflict of interest: Y. Zhang has nothing to disclose. Conflict of interest: J.G.N. Garcia has nothing to disclose. Conflict of interest: L.A. Maier grants from NIH (1U01 HL112695-01, U01 HL112707-03) and NIH/NCRR (UL1TRR002535), during the conduct of the study; grants from National Institutes of Health (1R01 HL127461-01A1, R01HL136681-01A1, 1R01 HL140357-01A1, R01HL136681-01A1), FSR, University of Cinncinati under a Mallinckrodt foundation, MNK14344100, ATYR1923-C-002, outside the submitted work; and is a member of the FSR scientific advisory board, for which no compensation is received. Conflict of interest: R.G. Collman reports grants from National Institutes of Health, during the conduct of the study. Conflict of interest: W.P. Drake has nothing to disclose. Conflict of interest: M.J. Becich reports grants from NCATS, NCI, PCORI, NHLBI and CDC NIOSH, other (startup) from SpIntellx, during the conduct of the study; other (startup) from SpIntellx, outside the submitted work; and has patents SpIntellx (multiple) pending. Conflict of interest: H. Hochheiser has nothing to disclose. Conflict of interest: S.R. Wisniewski has nothing to disclose. Conflict of interest: P.V. Benos has nothing to disclose. Conflict of interest: D.R. Moller reports grants from NHLBI (1U01HL112708), during the conduct of the study; personal fees for consultancy from Merck, aTYR and Roivant, personal fees for advisory board work from SarcoMed, personal fees for consultancy/witness from Legal Expert, other (royalties) from Hodder Education and Taylor & Francis Group, outside the submitted work; has patents number 9,683,999 B2 issued, and number 9,977,029 B2 issued; is Chairman and Chief Technical Officer of Sarcoidosis Diagnostic Testing, LLC (a company whose goal is to develop a diagnostic blood test for sarcoidosis) and has received funding including past salary support under the NHLBI STTR programme, grant R41 HL129728 more than 3 years ago; and is a former member of the Scientific Advisory Board of the Foundation for Sarcoidosis Research. Conflict of interest: A. Prasse reports personal fees for lectures and consultancy and non-financial support for meeting attendance from Boehringer Ingelheim and Roche, personal fees for lectures from Novartis and AstraZeneca, personal fees for consultancy from Amgen, Pliant and Nitto Denko, outside the submitted work. Conflict of interest: L.L. Koth has nothing to disclose. Conflict of interest: N. Kaminski reports personal fees for consultancy and/or advisory board work from Biogen Idec, Boehringer Ingelheim, Third Rock, Samumed, NuMedii, Indaloo, Theravance, LifeMax, Three Lake Partners, RohBar and Pliant, non-financial support from Miragen, equity with Pliant, a grant from Veracyte; all outside the submitted work; and has a patent New Therapies in Pulmonary Fibrosis and on Peripheral Blood Gene Expression that have been licensed to Biotech., (Copyright ©The authors 2021. For reproduction rights and permissions contact permissions@ersnet.org.)
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- 2021
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40. A Pulmonary Vascular Model From Endothelialized Whole Organ Scaffolds.
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Yuan Y, Leiby KL, Greaney AM, Raredon MSB, Qian H, Schupp JC, Engler AJ, Baevova P, Adams TS, Kural MH, Wang J, Obata T, Yoder MC, Kaminski N, and Niklason LE
- Abstract
The development of an in vitro system for the study of lung vascular disease is critical to understanding human pathologies. Conventional culture systems fail to fully recapitulate native microenvironmental conditions and are typically limited in their ability to represent human pathophysiology for the study of disease and drug mechanisms. Whole organ decellularization provides a means to developing a construct that recapitulates structural, mechanical, and biological features of a complete vascular structure. Here, we developed a culture protocol to improve endothelial cell coverage in whole lung scaffolds and used single-cell RNA-sequencing analysis to explore the impact of decellularized whole lung scaffolds on endothelial phenotypes and functions in a biomimetic bioreactor system. Intriguingly, we found that the phenotype and functional signals of primary pulmonary microvascular revert back-at least partially-toward native lung endothelium. Additionally, human induced pluripotent stem cell-derived endothelium cultured in decellularized lung systems start to gain various native human endothelial phenotypes. Vascular barrier function was partially restored, while small capillaries remained patent in endothelial cell-repopulated lungs. To evaluate the ability of the engineered endothelium to modulate permeability in response to exogenous stimuli, lipopolysaccharide (LPS) was introduced into repopulated lungs to simulate acute lung injury. After LPS treatment, proinflammatory signals were significantly increased and the vascular barrier was impaired. Taken together, these results demonstrate a novel platform that recapitulates some pulmonary microvascular functions and phenotypes at a whole organ level. This development may help pave the way for using the whole organ engineering approach to model vascular diseases., Competing Interests: LEN is a founder and shareholder in Humacyte, Inc. The remaining authors declare that the research was conducted in the Q14 absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2021 Yuan, Leiby, Greaney, Raredon, Qian, Schupp, Engler, Baevova, Adams, Kural, Wang, Obata, Yoder, Kaminski and Niklason.)
- Published
- 2021
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41. Abnormal FeV1 and body mass index are associated with impaired cough-related quality of life in sarcoidosis patients.
- Author
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Frye BC, Potasso L, Farin E, Fichtner U, Birring S, Müller-Quernheim J, and Schupp JC
- Subjects
- Adult, Female, Humans, Male, Retrospective Studies, Body Mass Index, Cough physiopathology, Forced Expiratory Volume, Quality of Life, Sarcoidosis physiopathology
- Abstract
Sarcoidosis is a granulomatous disease that mainly manifests within the lungs and may thereby impair lung function. Beyond and independently from organ impairment, sarcoidosis may affect quality of life which can be quantified by questionnaires. The Leicester Cough Questionnaire (LCQ) has been developed to assess cough-related quality of life. We analysed data from a prospectively collected cohort of sarcoidosis patients for validation of the German LCQ version. Our analyses demonstrated that LCQ values add additional information beyond routinely monitored parameters (e.g. lung function). Only FeV1 and BMI slightly influence LCQ scores, where all other parameters tested did not correlate with LCQ scores. In summary, LCQ is a valuable tool providing information on the patient' quality of life beyond routine follow-up parameters. FeV1 and BMI may represent treatable traits to reduce cough-related disease burden., (Copyright © 2021 Elsevier Ltd. All rights reserved.)
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- 2021
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42. Mechanisms of Hypoxia-Induced Pulmonary Arterial Stiffening in Mice Revealed by a Functional Genetics Assay of Structural, Functional, and Transcriptomic Data.
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Manning EP, Ramachandra AB, Schupp JC, Cavinato C, Raredon MSB, Bärnthaler T, Cosme C Jr, Singh I, Tellides G, Kaminski N, and Humphrey JD
- Abstract
Hypoxia adversely affects the pulmonary circulation of mammals, including vasoconstriction leading to elevated pulmonary arterial pressures. The clinical importance of changes in the structure and function of the large, elastic pulmonary arteries is gaining increased attention, particularly regarding impact in multiple chronic cardiopulmonary conditions. We establish a multi-disciplinary workflow to understand better transcriptional, microstructural, and functional changes of the pulmonary artery in response to sustained hypoxia and how these changes inter-relate. We exposed adult male C57BL/6J mice to normoxic or hypoxic (FiO
2 10%) conditions. Excised pulmonary arteries were profiled transcriptionally using single cell RNA sequencing, imaged with multiphoton microscopy to determine microstructural features under in vivo relevant multiaxial loading, and phenotyped biomechanically to quantify associated changes in material stiffness and vasoactive capacity. Pulmonary arteries of hypoxic mice exhibited an increased material stiffness that was likely due to collagen remodeling rather than excessive deposition (fibrosis), a change in smooth muscle cell phenotype reflected by decreased contractility and altered orientation aligning these cells in the same direction as the remodeled collagen fibers, endothelial proliferation likely representing endothelial-to-mesenchymal transitioning, and a network of cell-type specific transcriptomic changes that drove these changes. These many changes resulted in a system-level increase in pulmonary arterial pulse wave velocity, which may drive a positive feedback loop exacerbating all changes. These findings demonstrate the power of a multi-scale genetic-functional assay. They also highlight the need for systems-level analyses to determine which of the many changes are clinically significant and may be potential therapeutic targets., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2021 Manning, Ramachandra, Schupp, Cavinato, Raredon, Bärnthaler, Cosme, Singh, Tellides, Kaminski and Humphrey.)- Published
- 2021
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43. Integrated Single-Cell Atlas of Endothelial Cells of the Human Lung.
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Schupp JC, Adams TS, Cosme C Jr, Raredon MSB, Yuan Y, Omote N, Poli S, Chioccioli M, Rose KA, Manning EP, Sauler M, DeIuliis G, Ahangari F, Neumark N, Habermann AC, Gutierrez AJ, Bui LT, Lafyatis R, Pierce RW, Meyer KB, Nawijn MC, Teichmann SA, Banovich NE, Kropski JA, Niklason LE, Pe'er D, Yan X, Homer RJ, Rosas IO, and Kaminski N
- Subjects
- Capillaries, Computational Biology methods, Databases, Genetic, Disease Susceptibility, Gene Expression Profiling, High-Throughput Nucleotide Sequencing, Humans, Lung blood supply, Lung cytology, Microcirculation, Organ Specificity, Pulmonary Artery, Pulmonary Veins, Transcriptome, Biomarkers, Endothelial Cells metabolism, Lung metabolism, Single-Cell Analysis methods
- Abstract
Background: Cellular diversity of the lung endothelium has not been systematically characterized in humans. We provide a reference atlas of human lung endothelial cells (ECs) to facilitate a better understanding of the phenotypic diversity and composition of cells comprising the lung endothelium., Methods: We reprocessed human control single-cell RNA sequencing (scRNAseq) data from 6 datasets. EC populations were characterized through iterative clustering with subsequent differential expression analysis. Marker genes were validated by fluorescent microscopy and in situ hybridization. scRNAseq of primary lung ECs cultured in vitro was performed. The signaling network between different lung cell types was studied. For cross-species analysis or disease relevance, we applied the same methods to scRNAseq data obtained from mouse lungs or from human lungs with pulmonary hypertension., Results: Six lung scRNAseq datasets were reanalyzed and annotated to identify >15 000 vascular EC cells from 73 individuals. Differential expression analysis of EC revealed signatures corresponding to endothelial lineage, including panendothelial, panvascular, and subpopulation-specific marker gene sets. Beyond the broad cellular categories of lymphatic, capillary, arterial, and venous ECs, we found previously indistinguishable subpopulations; among venous EC, we identified 2 previously indistinguishable populations: pulmonary-venous ECs (COL15A1
neg ) localized to the lung parenchyma and systemic-venous ECs (COL15A1pos ) localized to the airways and the visceral pleura; among capillary ECs, we confirmed their subclassification into recently discovered aerocytes characterized by EDNRB , SOSTDC1 , and TBX2 and general capillary EC. We confirmed that all 6 endothelial cell types, including the systemic-venous ECs and aerocytes, are present in mice and identified endothelial marker genes conserved in humans and mice. Ligand-receptor connectome analysis revealed important homeostatic crosstalk of EC with other lung resident cell types. scRNAseq of commercially available primary lung ECs demonstrated a loss of their native lung phenotype in culture. scRNAseq revealed that endothelial diversity is maintained in pulmonary hypertension. Our article is accompanied by an online data mining tool (www.LungEndothelialCellAtlas.com)., Conclusions: Our integrated analysis provides a comprehensive and well-crafted reference atlas of ECs in the normal lung and confirms and describes in detail previously unrecognized endothelial populations across a large number of humans and mice.- Published
- 2021
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44. Chronic lung diseases are associated with gene expression programs favoring SARS-CoV-2 entry and severity.
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Bui LT, Winters NI, Chung MI, Joseph C, Gutierrez AJ, Habermann AC, Adams TS, Schupp JC, Poli S, Peter LM, Taylor CJ, Blackburn JB, Richmond BW, Nicholson AG, Rassl D, Wallace WA, Rosas IO, Jenkins RG, Kaminski N, Kropski JA, and Banovich NE
- Subjects
- Alveolar Epithelial Cells metabolism, Alveolar Epithelial Cells pathology, Angiotensin-Converting Enzyme 2 genetics, Angiotensin-Converting Enzyme 2 metabolism, COVID-19 genetics, COVID-19 pathology, Chronic Disease, Humans, Idiopathic Pulmonary Fibrosis genetics, Idiopathic Pulmonary Fibrosis pathology, Immunity, Innate genetics, Inflammation genetics, Lung metabolism, Lung pathology, Lung Diseases pathology, SARS-CoV-2 pathogenicity, Virus Replication genetics, Lung Diseases genetics, SARS-CoV-2 physiology, Transcriptome, Virus Internalization
- Abstract
Patients with chronic lung disease (CLD) have an increased risk for severe coronavirus disease-19 (COVID-19) and poor outcomes. Here, we analyze the transcriptomes of 611,398 single cells isolated from healthy and CLD lungs to identify molecular characteristics of lung cells that may account for worse COVID-19 outcomes in patients with chronic lung diseases. We observe a similar cellular distribution and relative expression of SARS-CoV-2 entry factors in control and CLD lungs. CLD AT2 cells express higher levels of genes linked directly to the efficiency of viral replication and the innate immune response. Additionally, we identify basal differences in inflammatory gene expression programs that highlight how CLD alters the inflammatory microenvironment encountered upon viral exposure to the peripheral lung. Our study indicates that CLD is accompanied by changes in cell-type-specific gene expression programs that prime the lung epithelium for and influence the innate and adaptive immune responses to SARS-CoV-2 infection., (© 2021. The Author(s).)
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- 2021
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45. Cathepsin B promotes collagen biosynthesis, which drives bronchiolitis obliterans syndrome.
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Morrone C, Smirnova NF, Jeridi A, Kneidinger N, Hollauer C, Schupp JC, Kaminski N, Jenne D, Eickelberg O, and Yildirim AÖ
- Subjects
- Animals, Bronchoalveolar Lavage Fluid, Cathepsin B, Humans, Lung, Mice, Bronchiolitis Obliterans, Lung Transplantation
- Abstract
Bronchiolitis obliterans syndrome (BOS) is a major complication after lung transplantation (LTx). BOS is characterised by massive peribronchial fibrosis, leading to air trapping-induced pulmonary dysfunction. Cathepsin B, a lysosomal cysteine protease, has been shown to enforce fibrotic pathways in several diseases. However, the relevance of cathepsin B in BOS progression has not yet been addressed. The aim of the study was to elucidate the function of cathepsin B in BOS pathogenesis.We determined cathepsin B levels in bronchoalveolar lavage fluid (BALF) and lung tissue from healthy donors (HD) and BOS LTx patients. Cathepsin B activity was assessed via a fluorescence resonance energy transfer-based assay and protein expression was determined using Western blotting, ELISA and immunostaining. To investigate the impact of cathepsin B in the pathophysiology of BOS, we used an in vivo orthotopic left LTx mouse model. Mechanistic studies were performed in vitro using macrophage and fibroblast cell lines.We found a significant increase of cathepsin B activity in BALF and lung tissue from BOS patients, as well as in our murine model of lymphocytic bronchiolitis. Moreover, cathepsin B activity was associated with increased biosynthesis of collagen and had a negative effect on lung function. We observed that cathepsin B was mainly expressed in macrophages that infiltrated areas characterised by a massive accumulation of collagen deposition. Mechanistically, macrophage-derived cathepsin B contributed to transforming growth factor-β1-dependent activation of fibroblasts, and its inhibition reversed the phenotype.Infiltrating macrophages release active cathepsin B, thereby promoting fibroblast activation and subsequent collagen deposition, which drive BOS. Cathepsin B represents a promising therapeutic target to prevent the progression of BOS., Competing Interests: Conflict of interest: C. Morrone has nothing to disclose. Conflict of interest: N.F. Smirnova has nothing to disclose. Conflict of interest: A. Jeridi has nothing to disclose. Conflict of interest: N. Kneidinger has nothing to disclose. Conflict of interest: C. Hollauer has nothing to disclose. Conflict of interest: J.C. Schupp has nothing to disclose. Conflict of interest: N. Kaminski reports personal fees for consultancy and/or advisory board work from Biogen Idec, Boehringer Ingelheim, Third Rock, Samumed, NuMedii, Indaloo, Theravance, LifeMax, Three Lake Partners, RohBar, Pliant and AstraZeneca; non-financial support from Miragen, equity with Pliant and miRagen, and a grant from Veracyte, all outside the submitted work; has patents on New Therapies in Pulmonary Fibrosis and on Peripheral Blood Gene Expression that have been licensed to Biotech; and serves as deputy editor of Thorax. Conflict of interest: D. Jenne has nothing to disclose. Conflict of interest: O. Eickelberg has nothing to disclose. Conflict of interest: A.Ö. Yildirim has nothing to disclose., (Copyright ©ERS 2021. For reproduction rights and permissions contact permissions@ersnet.org.)
- Published
- 2021
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46. Single-cell characterization of a model of poly I:C-stimulated peripheral blood mononuclear cells in severe asthma.
- Author
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Chen A, Diaz-Soto MP, Sanmamed MF, Adams T, Schupp JC, Gupta A, Britto C, Sauler M, Yan X, Liu Q, Nino G, Cruz CSD, Chupp GL, and Gomez JL
- Subjects
- Adult, Asthma diagnosis, Asthma genetics, Case-Control Studies, Cells, Cultured, Female, Flow Cytometry, Gene Expression Profiling, Humans, Leukocytes, Mononuclear immunology, Leukocytes, Mononuclear metabolism, Male, Middle Aged, Phenotype, RNA-Seq, Severity of Illness Index, Time Factors, Transcriptome, Young Adult, Asthma immunology, Leukocytes, Mononuclear drug effects, Poly I-C pharmacology, Single-Cell Analysis
- Abstract
Background: Asthma has been associated with impaired interferon response. Multiple cell types have been implicated in such response impairment and may be responsible for asthma immunopathology. However, existing models to study the immune response in asthma are limited by bulk profiling of cells. Our objective was to Characterize a model of peripheral blood mononuclear cells (PBMCs) of patients with severe asthma (SA) and its response to the TLR3 agonist Poly I:C using two single-cell methods., Methods: Two complementary single-cell methods, DropSeq for single-cell RNA sequencing (scRNA-Seq) and mass cytometry (CyTOF), were used to profile PBMCs of SA patients and healthy controls (HC). Poly I:C-stimulated and unstimulated cells were analyzed in this study., Results: PBMCs (n = 9414) from five SA (n = 6099) and three HC (n = 3315) were profiled using scRNA-Seq. Six main cell subsets, namely CD4 + T cells, CD8 + T cells, natural killer (NK) cells, B cells, dendritic cells (DCs), and monocytes, were identified. CD4 + T cells were the main cell type in SA and demonstrated a pro-inflammatory profile characterized by increased JAK1 expression. Following Poly I:C stimulation, PBMCs from SA had a robust induction of interferon pathways compared with HC. CyTOF profiling of Poly I:C stimulated and unstimulated PBMCs (n = 160,000) from the same individuals (SA = 5; HC = 3) demonstrated higher CD8 + and CD8 + effector T cells in SA at baseline, followed by a decrease of CD8 + effector T cells after poly I:C stimulation., Conclusions: Single-cell profiling of an in vitro model using PBMCs in patients with SA identified activation of pro-inflammatory pathways at baseline and strong response to Poly I:C, as well as quantitative changes in CD8 + effector cells. Thus, transcriptomic and cell quantitative changes are associated with immune cell heterogeneity in this model to evaluate interferon responses in severe asthma.
- Published
- 2021
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47. Single-cell meta-analysis of SARS-CoV-2 entry genes across tissues and demographics.
- Author
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Muus C, Luecken MD, Eraslan G, Sikkema L, Waghray A, Heimberg G, Kobayashi Y, Vaishnav ED, Subramanian A, Smillie C, Jagadeesh KA, Duong ET, Fiskin E, Torlai Triglia E, Ansari M, Cai P, Lin B, Buchanan J, Chen S, Shu J, Haber AL, Chung H, Montoro DT, Adams T, Aliee H, Allon SJ, Andrusivova Z, Angelidis I, Ashenberg O, Bassler K, Bécavin C, Benhar I, Bergenstråhle J, Bergenstråhle L, Bolt L, Braun E, Bui LT, Callori S, Chaffin M, Chichelnitskiy E, Chiou J, Conlon TM, Cuoco MS, Cuomo ASE, Deprez M, Duclos G, Fine D, Fischer DS, Ghazanfar S, Gillich A, Giotti B, Gould J, Guo M, Gutierrez AJ, Habermann AC, Harvey T, He P, Hou X, Hu L, Hu Y, Jaiswal A, Ji L, Jiang P, Kapellos TS, Kuo CS, Larsson L, Leney-Greene MA, Lim K, Litviňuková M, Ludwig LS, Lukassen S, Luo W, Maatz H, Madissoon E, Mamanova L, Manakongtreecheep K, Leroy S, Mayr CH, Mbano IM, McAdams AM, Nabhan AN, Nyquist SK, Penland L, Poirion OB, Poli S, Qi C, Queen R, Reichart D, Rosas I, Schupp JC, Shea CV, Shi X, Sinha R, Sit RV, Slowikowski K, Slyper M, Smith NP, Sountoulidis A, Strunz M, Sullivan TB, Sun D, Talavera-López C, Tan P, Tantivit J, Travaglini KJ, Tucker NR, Vernon KA, Wadsworth MH, Waldman J, Wang X, Xu K, Yan W, Zhao W, and Ziegler CGK
- Subjects
- Adult, Aged, Aged, 80 and over, Alveolar Epithelial Cells metabolism, Alveolar Epithelial Cells virology, Angiotensin-Converting Enzyme 2 genetics, Angiotensin-Converting Enzyme 2 metabolism, COVID-19 pathology, COVID-19 virology, Cathepsin L genetics, Cathepsin L metabolism, Datasets as Topic statistics & numerical data, Demography, Female, Gene Expression Profiling statistics & numerical data, Humans, Lung metabolism, Lung virology, Male, Middle Aged, Organ Specificity genetics, Respiratory System metabolism, Respiratory System virology, Sequence Analysis, RNA methods, Serine Endopeptidases genetics, Serine Endopeptidases metabolism, Single-Cell Analysis methods, COVID-19 epidemiology, COVID-19 genetics, Host-Pathogen Interactions genetics, SARS-CoV-2 physiology, Sequence Analysis, RNA statistics & numerical data, Single-Cell Analysis statistics & numerical data, Virus Internalization
- Abstract
Angiotensin-converting enzyme 2 (ACE2) and accessory proteases (TMPRSS2 and CTSL) are needed for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) cellular entry, and their expression may shed light on viral tropism and impact across the body. We assessed the cell-type-specific expression of ACE2, TMPRSS2 and CTSL across 107 single-cell RNA-sequencing studies from different tissues. ACE2, TMPRSS2 and CTSL are coexpressed in specific subsets of respiratory epithelial cells in the nasal passages, airways and alveoli, and in cells from other organs associated with coronavirus disease 2019 (COVID-19) transmission or pathology. We performed a meta-analysis of 31 lung single-cell RNA-sequencing studies with 1,320,896 cells from 377 nasal, airway and lung parenchyma samples from 228 individuals. This revealed cell-type-specific associations of age, sex and smoking with expression levels of ACE2, TMPRSS2 and CTSL. Expression of entry factors increased with age and in males, including in airway secretory cells and alveolar type 2 cells. Expression programs shared by ACE2
+ TMPRSS2+ cells in nasal, lung and gut tissues included genes that may mediate viral entry, key immune functions and epithelial-macrophage cross-talk, such as genes involved in the interleukin-6, interleukin-1, tumor necrosis factor and complement pathways. Cell-type-specific expression patterns may contribute to the pathogenesis of COVID-19, and our work highlights putative molecular pathways for therapeutic intervention.- Published
- 2021
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48. Bronchoalveolar Lavage Fluid Reflects a T H 1-CD21 low B-Cell Interaction in CVID-Related Interstitial Lung Disease.
- Author
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Friedmann D, Unger S, Keller B, Rakhmanov M, Goldacker S, Zissel G, Frye BC, Schupp JC, Prasse A, and Warnatz K
- Subjects
- Bronchoalveolar Lavage Fluid cytology, Common Variable Immunodeficiency complications, Humans, Lung Diseases, Interstitial diagnosis, Retrospective Studies, Sarcoidosis immunology, B-Lymphocytes immunology, Bronchoalveolar Lavage Fluid immunology, Common Variable Immunodeficiency immunology, Lung Diseases, Interstitial immunology, Th1 Cells immunology
- Abstract
Background: About 20% of patients with common variable immunodeficiency (CVID) suffer from interstitial lung disease (ILD) as part of a systemic immune dysregulation. Current understanding suggests a role of B cells in the pathogenesis based on histology and increased levels of BAFF and IgM associated with active disease corroborated by several reports which demonstrate the successful use of rituximab in CVID-ILD. It is debated whether histological confirmation by biopsy or even video-assisted thoracoscopy is required and currently not investigated whether less invasive methods like a bronchoalveolar lavage (BAL) might provide an informative diagnostic tool., Objective: To gain insight into potential immune mechanisms underlying granulomatous and lymphocytic interstitial lung disease (GLILD) and to define biomarkers for progressive ILD by characterizing the phenotype of B- and T-cell populations and cytokine profiles in BAL fluid (BALF) of CVID-ILD compared to sarcoidosis patients and healthy donors (HD)., Methods: Sixty-four CVID, six sarcoidosis, and 25 HD BALF samples were analyzed by flow cytometric profiling of B- and T-cells and for cytokines by ELISA and Multiplexing LASER Bead technology., Results: Both sarcoidosis and CVID-ILD are characterized by a predominantly T-cell mediated lymphocytosis in the BALF. There is an increase in T follicular helper (T
FH )-like memory and decrease of regulatory T cells in CVID-ILD BALF. This TFH -like cell subset is clearly skewed toward TH 1 cells in CVID-ILD. In contrast to sarcoidosis, CVID-ILD BALF contains a higher percentage of B cells comprising mostly CD21low B cells, but less class-switched memory B cells. BALF analysis showed increased levels of APRIL, CXCL10, and IL-17., Conclusion: Unlike in sarcoidosis, B cells are expanded in BALF of CVID-ILD patients. This is associated with an expansion of TFH - and TPH -like cells and an increase in APRIL potentially supporting B-cell survival and differentiation and proinflammatory cytokines reflecting not only the previously described TH 1 profile seen in CVID patients with secondary immune dysregulation. Thus, the analysis of BALF might be of diagnostic value not only in the diagnosis of CVID-ILD, but also in the evaluation of the activity of the disease and in determining potential treatment targets confirming the prominent role of B-cell targeted strategies., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2021 Friedmann, Unger, Keller, Rakhmanov, Goldacker, Zissel, Frye, Schupp, Prasse and Warnatz.)- Published
- 2021
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49. Gene coexpression networks reveal novel molecular endotypes in alpha-1 antitrypsin deficiency.
- Author
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Chu JH, Zang W, Vukmirovic M, Yan X, Adams T, DeIuliis G, Hu B, Mihaljinec A, Schupp JC, Becich MJ, Hochheiser H, Gibson KF, Chen ES, Morris A, Leader JK, Wisniewski SR, Zhang Y, Sciurba FC, Collman RG, Sandhaus R, Herzog EL, Patterson KC, Sauler M, Strange C, and Kaminski N
- Subjects
- Adult, Bronchoalveolar Lavage Fluid, Female, Gene Expression Profiling, Genotype, Humans, Male, Middle Aged, Neutrophils metabolism, Prospective Studies, Transcriptome, Gene Regulatory Networks, Pulmonary Disease, Chronic Obstructive genetics, alpha 1-Antitrypsin Deficiency genetics
- Abstract
Background: Alpha-1 antitrypsin deficiency (AATD) is a genetic condition that causes early onset pulmonary emphysema and airways obstruction. The complete mechanisms via which AATD causes lung disease are not fully understood. To improve our understanding of the pathogenesis of AATD, we investigated gene expression profiles of bronchoalveolar lavage (BAL) and peripheral blood mononuclear cells (PBMCs) in AATD individuals., Methods: We performed RNA-Seq on RNA extracted from matched BAL and PBMC samples isolated from 89 subjects enrolled in the Genomic Research in Alpha-1 Antitrypsin Deficiency and Sarcoidosis (GRADS) study. Subjects were stratified by genotype and augmentation therapy. Supervised and unsupervised differential gene expression analyses were performed using Weighted Gene Co-expression Network Analysis (WGCNA) to identify gene profiles associated with subjects' clinical variables. The genes in the most significant WGCNA module were used to cluster AATD individuals. Gene validation was performed by NanoString nCounter Gene Expression Assay., Result: We observed modest effects of AATD genotype and augmentation therapy on gene expression. When WGCNA was applied to BAL transcriptome, one gene module, ME31 (2312 genes), correlated with the highest number of clinical variables and was functionally enriched with numerous immune T-lymphocyte related pathways. This gene module identified two distinct clusters of AATD individuals with different disease severity and distinct PBMC gene expression patterns., Conclusions: We successfully identified novel clusters of AATD individuals where severity correlated with increased immune response independent of individuals' genotype and augmentation therapy. These findings may suggest the presence of previously unrecognised disease endotypes in AATD that associate with T-lymphocyte immunity and disease severity., (© Author(s) (or their employer(s)) 2021. No commercial re-use. See rights and permissions. Published by BMJ.)
- Published
- 2021
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50. Long noncoding RNA TINCR is a novel regulator of human bronchial epithelial cell differentiation state.
- Author
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Omote N, Sakamoto K, Li Q, Schupp JC, Adams T, Ahangari F, Chioccioli M, DeIuliis G, Hashimoto N, Hasegawa Y, and Kaminski N
- Subjects
- Bronchi cytology, Cell Movement, Cell Proliferation, Cells, Cultured, Cytoskeletal Proteins genetics, Cytoskeletal Proteins metabolism, Gene Expression Regulation, Humans, Phenotype, RNA, Long Noncoding genetics, RNA-Binding Proteins genetics, RNA-Binding Proteins metabolism, Receptors, Notch genetics, Receptors, Notch metabolism, SOXB1 Transcription Factors genetics, SOXB1 Transcription Factors metabolism, Signal Transduction, Bronchi metabolism, Cell Differentiation, Epithelial Cells metabolism, RNA, Long Noncoding metabolism
- Abstract
Long-noncoding RNAs (lncRNAs) have numerous biological functions controlling cell differentiation and tissue development. The knowledge about the role of lncRNAs in human lungs remains limited. Here we found the regulatory role of the terminal differentiation-induced lncRNA (TINCR) in bronchial cell differentiation. RNA in situ hybridization revealed that TINCR was mainly expressed in bronchial epithelial cells in normal human lung. We performed RNA sequencing analysis of normal human bronchial epithelial cells (NHBECs) with or without TINCR inhibition and found the differential expression of 603 genes, which were enriched for cell adhesion and migration, wound healing, extracellular matrix organization, tissue development and differentiation. To investigate the role of TINCR in the differentiation of NHBECs, we employed air-liquid interface culture and 3D organoid formation assay. TINCR was upregulated during differentiation, loss of TINCR significantly induced an early basal-like cell phenotype (TP63) and a ciliated cell differentiation (FOXJ1) in late phase and TINCR overexpression suppressed basal cell phenotype and the differentiation toward to ciliated cells. Critical regulators of differentiation such as SOX2 and NOTCH genes (NOTCH1, HES1, and JAG1) were significantly upregulated by TINCR inhibition and downregulated by TINCR overexpression. RNA immunoprecipitation assay revealed that TINCR was required for the direct bindings of Staufen1 protein to SOX2, HES1, and JAG1 mRNA. Loss of Staufen1 induced TP63, SOX2, NOTCH1, HES1, and JAG1 mRNA expressions, which TINCR overexpression suppressed partially. In conclusion, TINCR is a novel regular of bronchial cell differentiation, affecting downstream regulators such as SOX2 and NOTCH genes, potentially in coordination with Staufen1., (© 2021 The Authors. Physiological Reports published by Wiley Periodicals LLC on behalf of The Physiological Society and the American Physiological Society.)
- Published
- 2021
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