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Ebert C, Walsh AM, Sereda L, Wilson CL, Schafer PH, Fischer A, Zhao L, Ramirez-Valle F, Gordon D, Schnapp LM. Circulating biomarker analyses in a longitudinal cohort of patients with IPF. Am J Physiol Lung Cell Mol Physiol 2024; 326:L303-L312. [PMID: 38226605 DOI: 10.1152/ajplung.00222.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 12/21/2023] [Accepted: 01/05/2024] [Indexed: 01/17/2024] Open
Abstract
Idiopathic pulmonary fibrosis (IPF) is an incurable interstitial lung disease characterized by fibrosis. Two FDA-approved drugs, pirfenidone and nintedanib, only modestly prolong survival. In this study, we asked whether levels of select circulating biomarkers in patients with IPF demonstrated changes in response to treatment over time and whether treatment with pirfenidone and nintedanib led to differential biomarker expression. Serial plasma samples from 48 patients with IPF on usual treatment and six healthy volunteers were analyzed to identify differentially expressed blood protein. Hypothesis-driven potential biomarker selection was based on recent literature, internal preclinical data, and the PROLIFIC Consortium (Schafer P. 6th Annual IPF Summit. Boston, MA, 2022) proposed biomarkers of pulmonary fibrosis. We compared our findings to public databases to provide insights into relevant signaling pathways in IPF. Of the 26 proteins measured, we found that 11 (SP-D, TIMP1, MMP7, CYFRA21-1, YKL40, CA125, sICAM, IP-10, MDC, CXCL13) were significantly elevated in patients with IPF compared with healthy volunteers but their levels did not significantly change over time. In the IPF samples, seven proteins were elevated in the treatment group compared with the no-treatment group. However, protein profiles were not distinguishable between patients on pirfenidone versus nintedanib. We demonstrated that most proteins differentially detected in our samples were predicted to be secreted from the lung epithelial or interstitial compartments. However, a significant minority of the proteins are not known to be transcriptionally expressed by lung cells, suggesting an ongoing systemic response. Understanding the contributions of the systemic response in IPF may be important as new therapeutics are developed.NEW & NOTEWORTHY In this study, we confirmed protein expression differences in only a subset of predicted biomarkers from IPF and control subjects. Most differentially expressed proteins were predicted to be secreted from lung cells. However, a significant minority of the proteins are not known to be transcriptionally expressed by lung cells, suggesting an ongoing systemic response. The contributions of the systemic response in IPF may be important as new therapeutics are developed.
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Affiliation(s)
| | - Alice M Walsh
- Bristol Myers Squibb, Princeton, New Jersey, United States
| | - Larisa Sereda
- Bristol Myers Squibb, Princeton, New Jersey, United States
| | - Carole L Wilson
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, United States
- Medical University of South Carolina, Charleston, South Carolina, United States
| | | | - Aryeh Fischer
- Bristol Myers Squibb, Princeton, New Jersey, United States
| | - Lei Zhao
- Bristol Myers Squibb, Princeton, New Jersey, United States
| | | | - David Gordon
- Bristol Myers Squibb, Princeton, New Jersey, United States
| | - Lynn M Schnapp
- Division of Allergy, Pulmonary and Critical Care Medicine, Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, United States
- Medical University of South Carolina, Charleston, South Carolina, United States
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2
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Li R, Li J, Zhou X. Lung microbiome: new insights into the pathogenesis of respiratory diseases. Signal Transduct Target Ther 2024; 9:19. [PMID: 38228603 DOI: 10.1038/s41392-023-01722-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 10/25/2023] [Accepted: 11/22/2023] [Indexed: 01/18/2024] Open
Abstract
The lungs were long thought to be sterile until technical advances uncovered the presence of the lung microbial community. The microbiome of healthy lungs is mainly derived from the upper respiratory tract (URT) microbiome but also has its own characteristic flora. The selection mechanisms in the lung, including clearance by coughing, pulmonary macrophages, the oscillation of respiratory cilia, and bacterial inhibition by alveolar surfactant, keep the microbiome transient and mobile, which is different from the microbiome in other organs. The pulmonary bacteriome has been intensively studied recently, but relatively little research has focused on the mycobiome and virome. This up-to-date review retrospectively summarizes the lung microbiome's history, composition, and function. We focus on the interaction of the lung microbiome with the oropharynx and gut microbiome and emphasize the role it plays in the innate and adaptive immune responses. More importantly, we focus on multiple respiratory diseases, including asthma, chronic obstructive pulmonary disease (COPD), fibrosis, bronchiectasis, and pneumonia. The impact of the lung microbiome on coronavirus disease 2019 (COVID-19) and lung cancer has also been comprehensively studied. Furthermore, by summarizing the therapeutic potential of the lung microbiome in lung diseases and examining the shortcomings of the field, we propose an outlook of the direction of lung microbiome research.
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Affiliation(s)
- Ruomeng Li
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, China
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Jing Li
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, 610041, China.
| | - Xikun Zhou
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, China.
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3
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Bingham GC, Muehling LM, Li C, Huang Y, Ma SF, Abebayehu D, Noth I, Sun J, Woodfolk JA, Barker TH, Bonham CA. High-dimensional comparison of monocytes and T cells in post-COVID and idiopathic pulmonary fibrosis. Front Immunol 2024; 14:1308594. [PMID: 38292490 PMCID: PMC10824838 DOI: 10.3389/fimmu.2023.1308594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 12/19/2023] [Indexed: 02/01/2024] Open
Abstract
Introduction Up to 30% of hospitalized COVID-19 patients experience persistent sequelae, including pulmonary fibrosis (PF). Methods We examined COVID-19 survivors with impaired lung function and imaging worrisome for developing PF and found within six months, symptoms, restriction and PF improved in some (Early-Resolving COVID-PF), but persisted in others (Late-Resolving COVID-PF). To evaluate immune mechanisms associated with recovery versus persistent PF, we performed single-cell RNA-sequencing and multiplex immunostaining on peripheral blood mononuclear cells from patients with Early- and Late-Resolving COVID-PF and compared them to age-matched controls without respiratory disease. Results and discussion Our analysis showed circulating monocytes were significantly reduced in Late-Resolving COVID-PF patients compared to Early-Resolving COVID-PF and non-diseased controls. Monocyte abundance correlated with pulmonary function forced vital capacity and diffusion capacity. Differential expression analysis revealed MHC-II class molecules were upregulated on the CD8 T cells of Late-Resolving COVID-PF patients but downregulated in monocytes. To determine whether these immune signatures resembled other interstitial lung diseases, we analyzed samples from Idiopathic Pulmonary Fibrosis (IPF) patients. IPF patients had a similar marked decrease in monocyte HLA-DR protein expression compared to Late-Resolving COVID-PF patients. Our findings indicate decreased circulating monocytes are associated with decreased lung function and uniquely distinguish Late-Resolving COVID-PF from Early-Resolving COVID-PF, IPF, and non-diseased controls.
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Affiliation(s)
- Grace C. Bingham
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, United States
| | - Lyndsey M. Muehling
- Division of Asthma, Allergy and Immunology, Department of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Chaofan Li
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States
- Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Yong Huang
- Division of Pulmonary and Critical Care Medicine, University of Virginia, Charlottesville, VA, United States
| | - Shwu-Fan Ma
- Division of Pulmonary and Critical Care Medicine, University of Virginia, Charlottesville, VA, United States
| | - Daniel Abebayehu
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, United States
| | - Imre Noth
- Division of Pulmonary and Critical Care Medicine, University of Virginia, Charlottesville, VA, United States
| | - Jie Sun
- Carter Immunology Center, University of Virginia, Charlottesville, VA, United States
- Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, VA, United States
- Division of Pulmonary and Critical Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, United States
| | - Judith A. Woodfolk
- Division of Asthma, Allergy and Immunology, Department of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Thomas H. Barker
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, United States
| | - Catherine A. Bonham
- Division of Pulmonary and Critical Care Medicine, University of Virginia, Charlottesville, VA, United States
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Mutsaers SE, Miles T, Prêle CM, Hoyne GF. Emerging role of immune cells as drivers of pulmonary fibrosis. Pharmacol Ther 2023; 252:108562. [PMID: 37952904 DOI: 10.1016/j.pharmthera.2023.108562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 11/01/2023] [Accepted: 11/06/2023] [Indexed: 11/14/2023]
Abstract
The pathogenesis of pulmonary fibrosis, including idiopathic pulmonary fibrosis (IPF) and other forms of interstitial lung disease, involves a complex interplay of various factors including host genetics, environmental pollutants, infection, aberrant repair and dysregulated immune responses. Highly variable clinical outcomes of some ILDs, in particular IPF, have made it difficult to identify the precise mechanisms involved in disease pathogenesis and thus the development of a specific cure or treatment to halt and reverse the decline in patient health. With the advent of in-depth molecular diagnostics, it is becoming evident that the pathogenesis of IPF is unlikely to be the same for all patients and therefore will likely require different treatment approaches. Chronic inflammation is a cardinal feature of IPF and is driven by both innate and adaptive immune responses. Inflammatory cells and activated fibroblasts secrete various pro-inflammatory cytokines and chemokines that perpetuate the inflammatory response and contribute to the recruitment and activation of more immune cells and fibroblasts. The balance between pro-inflammatory and regulatory immune cell subsets, as well as the interactions between immune cell types and resident cells within the lung microenvironment, ultimately determines the extent of fibrosis and the potential for resolution. This review examines the role of the innate and adaptive immune responses in pulmonary fibrosis, with an emphasis on IPF. The role of different immune cell types is discussed as well as novel anti-inflammatory and immunotherapy approaches currently in clinical trial or in preclinical development.
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Affiliation(s)
- Steven E Mutsaers
- Institute for Respiratory Health, The University of Western Australia, Nedlands, WA, Australia.
| | - Tylah Miles
- Institute for Respiratory Health, The University of Western Australia, Nedlands, WA, Australia
| | - Cecilia M Prêle
- Institute for Respiratory Health, The University of Western Australia, Nedlands, WA, Australia; School of Medical, Molecular and Forensic Sciences, Murdoch University, WA, Australia
| | - Gerard F Hoyne
- Institute for Respiratory Health, The University of Western Australia, Nedlands, WA, Australia; The School of Health Sciences and Physiotherapy, University of Notre Dame Australia, Fremantle, WA, Australia
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5
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Gurczynski SJ, Lipinski JH, Strauss J, Alam S, Huffnagle GB, Ranjan P, Kennedy LH, Moore BB, O’Dwyer DN. Horizontal transmission of gut microbiota attenuates mortality in lung fibrosis. JCI Insight 2023; 9:e164572. [PMID: 38015634 PMCID: PMC10911107 DOI: 10.1172/jci.insight.164572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 11/21/2023] [Indexed: 11/30/2023] Open
Abstract
Pulmonary fibrosis is a chronic and often fatal disease. The pathogenesis is characterized by aberrant repair of lung parenchyma, resulting in loss of physiological homeostasis, respiratory failure, and death. The immune response in pulmonary fibrosis is dysregulated. The gut microbiome is a key regulator of immunity. The role of the gut microbiome in regulating the pulmonary immunity in lung fibrosis is poorly understood. Here, we determine the impact of gut microbiota on pulmonary fibrosis in substrains of C57BL/6 mice derived from different vendors (C57BL/6J and C57BL/6NCrl). We used germ-free models, fecal microbiota transplantation, and cohousing to transmit gut microbiota. Metagenomic studies of feces established keystone species between substrains. Pulmonary fibrosis was microbiota dependent in C57BL/6 mice. Gut microbiota were distinct by β diversity and α diversity. Mortality and lung fibrosis were attenuated in C57BL/6NCrl mice. Elevated CD4+IL-10+ T cells and lower IL-6 occurred in C57BL/6NCrl mice. Horizontal transmission of microbiota by cohousing attenuated mortality in C57BL/6J mice and promoted a transcriptionally altered pulmonary immunity. Temporal changes in lung and gut microbiota demonstrated that gut microbiota contributed largely to immunological phenotype. Key regulatory gut microbiota contributed to lung fibrosis, generating rationale for human studies.
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Affiliation(s)
| | - Jay H. Lipinski
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Joshua Strauss
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Shafiul Alam
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Gary B. Huffnagle
- Department of Microbiology and Immunology and
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
- Department of Molecular, Cellular and Developmental Biology, University of Michigan, Ann Arbor, Michigan, USA
| | - Piyush Ranjan
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Lucy H. Kennedy
- Unit for Laboratory and Animal Medicine, Office of Research, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Bethany B. Moore
- Department of Microbiology and Immunology and
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - David N. O’Dwyer
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
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6
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Rezaeeyan H, Arabfard M, Rasouli HR, Shahriary A, Gh BFNM. Evaluation of common protein biomarkers involved in the pathogenesis of respiratory diseases with proteomic methods: A systematic review. Immun Inflamm Dis 2023; 11:e1090. [PMID: 38018577 PMCID: PMC10659759 DOI: 10.1002/iid3.1090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 09/22/2023] [Accepted: 11/04/2023] [Indexed: 11/30/2023] Open
Abstract
AIM Respiratory disease (RD) is one of the most common diseases characterized by lung dysfunction. Many diagnostic mechanisms have been used to identify the pathogenic agents of responsible for RD. Among these, proteomics emerges as a valuable diagnostic method for pinpointing the specific proteins involved in RD pathogenesis. Therefore, in this study, for the first time, we examined the protein markers involved in the pathogenesis of chronic obstructive pulmonary disease (COPD), idiopathic pulmonary fibrosis (IPF), asthma, bronchiolitis obliterans (BO), and chemical warfare victims exposed to mustard gas, using the proteomics method as a systematic study. MATERIALS AND METHODS A systematic search was performed up to September 2023 on several databases, including PubMed, Scopus, ISI Web of Science, and Cochrane. In total, selected 4246 articles were for evaluation according to the criteria. Finally, 119 studies were selected for this systematic review. RESULTS A total of 13,806 proteins were identified, 6471 in COPD, 1603 in Asthma, 5638 in IPF, three in BO, and 91 in mustard gas exposed victims. Alterations in the expression of these proteins were observed in the respective diseases. After evaluation, the results showed that 31 proteins were found to be shared among all five diseases. CONCLUSION Although these 31 proteins regulate different factors and molecular pathways in all five diseases, they ultimately lead to the regulation of inflammatory pathways. In other words, the expression of some proteins in COPD and mustard-exposed patients increases inflammatory reactions, while in IPF, they cause lung fibrosis. Asthma, causes allergic reactions due to T-cell differentiation toward Th2.
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Affiliation(s)
- Hadi Rezaeeyan
- Chemical Injuries Research Center, Systems Biology and Poisonings InstituteBaqiyatallah University of Medical SciencesTehranIran
- Blood Transfusion Research Center, High Institute for Research and Education in Transfusion MedicineIranian Blood Transfusion Organization (IBTO)TehranIran
| | - Masoud Arabfard
- Chemical Injuries Research Center, Systems Biology and Poisonings InstituteBaqiyatallah University of Medical SciencesTehranIran
| | - Hamid R. Rasouli
- Trauma Research CenterBaqiyatallah University of Medical SciencesTehranIran
| | - Alireza Shahriary
- Chemical Injuries Research Center, Systems Biology and Poisonings InstituteBaqiyatallah University of Medical SciencesTehranIran
| | - B. Fatemeh Nobakht M. Gh
- Chemical Injuries Research Center, Systems Biology and Poisonings InstituteBaqiyatallah University of Medical SciencesTehranIran
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7
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Sikkeland LIB, Ueland T, Lund MB, Durheim MT, Mollnes TE. A role for the terminal C5-C9 complement pathway in idiopathic pulmonary fibrosis. Front Med (Lausanne) 2023; 10:1236495. [PMID: 37621463 PMCID: PMC10444977 DOI: 10.3389/fmed.2023.1236495] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 07/27/2023] [Indexed: 08/26/2023] Open
Abstract
Idiopathic pulmonary fibrosis (IPF) is a chronic progressive interstitial lung disease characterized by damage to the alveolar epithelium, leading to fibrosis and excessive accumulation of extracellular matrix in the interstitium of the lung. In the present study we performed high-resolution proteomic profiling of bronchoalveolar lavage (BAL) from IPF patients and controls, and found that the complement pathway was highly upregulated in IPF. The proteins C5, C6, C7, C8, and C9, all of which are part of the complement end product, TCC, were all upregulated. We also found that TCC levels were increased in plasma among IPF patients compared to controls, after adjustment for age, sex and BMI [mean (SD) 0.62 (0.24) vs. 0.33 (0.10), p = 0.031]. These findings suggest a role for the complement system in the pathogenesis of IPF.
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Affiliation(s)
- Liv I. B. Sikkeland
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Respiratory Medicine, Oslo University Hospital Rikshospitalet, Oslo, Norway
| | - Thor Ueland
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Institute of Internal Medicine, Oslo University Hospital, University of Oslo, Oslo, Norway
- K. G. Jebsen, Thrombosis Research Center, University of Tromsø, Tromsø, Norway
| | - May B. Lund
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Respiratory Medicine, Oslo University Hospital Rikshospitalet, Oslo, Norway
| | - Michael Thomas Durheim
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Respiratory Medicine, Oslo University Hospital Rikshospitalet, Oslo, Norway
| | - Tom Eirik Mollnes
- K. G. Jebsen, Thrombosis Research Center, University of Tromsø, Tromsø, Norway
- Department of Immunology, Oslo University Hospital Rikshospitalet, University of Oslo, Oslo, Norway
- Research Laboratory, Nordland Hospital, Bodø, Norway
- Centre of Molecular Inflammation Research, Norwegian University of Science and Technology, Trondheim, Norway
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8
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Kubbara A, Amundson WH, Herman A, Lee AM, Bishop JR, Kim HJ. Genetic variations in idiopathic pulmonary fibrosis and patient response to pirfenidone. Heliyon 2023; 9:e18573. [PMID: 37560683 PMCID: PMC10407116 DOI: 10.1016/j.heliyon.2023.e18573] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 07/14/2023] [Accepted: 07/20/2023] [Indexed: 08/11/2023] Open
Abstract
BACKGROUND Genetic variations in Idiopathic Pulmonary Fibrosis (IPF) affect survival and outcomes. Current antifibrotic agents are managed based on the patient's reported side effects, although certain single nucleotide polymorphisms (SNPs) might alter treatment response and survival depending on the antifibrotic administered. This study investigated variations in response and outcomes to pirfenidone based on patients-specific genetic profiles. METHODS Retrospective clinical data were collected from 56 IPF patients and had blood drawn for DNA extraction between 7/2013 and 3/2016, with the last patient followed until 10/2018. Nine SNPs were selected for pharmacogenetic investigation based on prior associations with IPF treatment outcomes or implications for pirfenidone metabolism. Genetic variants were examined in relation to clinical data and treatment outcomes. RESULTS Of the 56 patients, 38 were males (67.85%). The average age of IPF at diagnosis was 66.88 years. At the initiation of pirfenidone, the average percent predicted FVC was 70.7%, and the average DLCO percent predicted was 50.02% (IQR 40-61%). Among the genetic variants tested, the TOLLIP rs5743890 risk allele was significantly associated with improved survival, with increasing pirfenidone duration. This finding was observed with CC or CT genotype carriers but not for those with the TT genotype (p = 0.0457). Similarly, the TGF-B1 rs1800470 risk allele was also significantly associated with improved survival with longer pirfenidone therapy (p = 0.0395), even though it was associated with disease progression. CONCLUSION This pilot study suggests that in IPF patients, the TOLLIP rs5743890 genotypes CC and CT, as well as TGF-B1 rs 1800470 may be associated with increased survival when treated with pirfenidone.
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Affiliation(s)
- Aahd Kubbara
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care, and Sleep, University of Minnesota, Minneapolis, United States
| | - William H. Amundson
- Pulmonary and Critical Care Medicine, Regions Hospital, University of Minnesota, St. Paul, Minneapolis, MN, United States
| | - Adam Herman
- University of Minnesota, Supercomputing Institute, Minneapolis, United States
| | - Adam M. Lee
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, United States
| | - Jeffrey R. Bishop
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, United States
| | - Hyun Joo Kim
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care, and Sleep, University of Minnesota, Minneapolis, United States
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9
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Wang Q, Xie Z, Wan N, Yang L, Jin Z, Jin F, Huang Z, Chen M, Wang H, Feng J. Potential biomarkers for diagnosis and disease evaluation of idiopathic pulmonary fibrosis. Chin Med J (Engl) 2023; 136:1278-1290. [PMID: 37130223 PMCID: PMC10309524 DOI: 10.1097/cm9.0000000000002171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2022] [Indexed: 05/04/2023] Open
Abstract
ABSTRACT Idiopathic pulmonary fibrosis (IPF) is a chronic progressive lung disease characterized by progressive lung fibrogenesis and histological features of usual interstitial pneumonia. IPF has a poor prognosis and presents a spectrum of disease courses ranging from slow evolving disease to rapid deterioration; thus, a differential diagnosis remains challenging. Several biomarkers have been identified to achieve a differential diagnosis; however, comprehensive reviews are lacking. This review summarizes over 100 biomarkers which can be divided into six categories according to their functions: differentially expressed biomarkers in the IPF compared to healthy controls; biomarkers distinguishing IPF from other types of interstitial lung disease; biomarkers differentiating acute exacerbation of IPF from stable disease; biomarkers predicting disease progression; biomarkers related to disease severity; and biomarkers related to treatment. Specimen used for the diagnosis of IPF included serum, bronchoalveolar lavage fluid, lung tissue, and sputum. IPF-specific biomarkers are of great clinical value for the differential diagnosis of IPF. Currently, the physiological measurements used to evaluate the occurrence of acute exacerbation, disease progression, and disease severity have limitations. Combining physiological measurements with biomarkers may increase the accuracy and sensitivity of diagnosis and disease evaluation of IPF. Most biomarkers described in this review are not routinely used in clinical practice. Future large-scale multicenter studies are required to design and validate suitable biomarker panels that have diagnostic utility for IPF.
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Affiliation(s)
- Qing Wang
- Department of Respiratory and Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin 300052, China
- Department of Respiratory and Critical Care Medicine of Kunming Municipal First People's Hospital, Kunming, Yunnan 650000, China
| | - Zhaoliang Xie
- Respiratory Department of Sanming Yong’an General Hospital, Sanming, Fujian 366000, China
| | - Nansheng Wan
- Department of Respiratory and Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Lei Yang
- Department of Respiratory and Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Zhixian Jin
- Department of Respiratory and Critical Care Medicine of Kunming Municipal First People's Hospital, Kunming, Yunnan 650000, China
| | - Fang Jin
- Department of Respiratory and Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Zhaoming Huang
- Department of Respiratory and Critical Care Medicine of Kunming Municipal First People's Hospital, Kunming, Yunnan 650000, China
| | - Min Chen
- Department of Respiratory and Critical Care Medicine of Kunming Municipal First People's Hospital, Kunming, Yunnan 650000, China
| | - Huiming Wang
- Department of Respiratory and Critical Care Medicine of Kunming Municipal First People's Hospital, Kunming, Yunnan 650000, China
| | - Jing Feng
- Department of Respiratory and Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin 300052, China
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10
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Oldham JM, Allen RJ, Lorenzo-Salazar JM, Molyneaux PL, Ma SF, Joseph C, Kim JS, Guillen-Guio B, Hernández-Beeftink T, Kropski JA, Huang Y, Lee CT, Adegunsoye A, Pugashetti JV, Linderholm AL, Vo V, Strek ME, Jou J, Muñoz-Barrera A, Rubio-Rodriguez LA, Hubbard R, Hirani N, Whyte MKB, Hart S, Nicholson AG, Lancaster L, Parfrey H, Rassl D, Wallace W, Valenzi E, Zhang Y, Mychaleckyj J, Stockwell A, Kaminski N, Wolters PJ, Molina-Molina M, Banovich NE, Fahy WA, Martinez FJ, Hall IP, Tobin MD, Maher TM, Blackwell TS, Yaspan BL, Jenkins RG, Flores C, Wain LV, Noth I. PCSK6 and Survival in Idiopathic Pulmonary Fibrosis. Am J Respir Crit Care Med 2023; 207:1515-1524. [PMID: 36780644 PMCID: PMC10263132 DOI: 10.1164/rccm.202205-0845oc] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 02/13/2023] [Indexed: 02/15/2023] Open
Abstract
Rationale: Idiopathic pulmonary fibrosis (IPF) is a devastating disease characterized by limited treatment options and high mortality. A better understanding of the molecular drivers of IPF progression is needed. Objectives: To identify and validate molecular determinants of IPF survival. Methods: A staged genome-wide association study was performed using paired genomic and survival data. Stage I cases were drawn from centers across the United States and Europe and stage II cases from Vanderbilt University. Cox proportional hazards regression was used to identify gene variants associated with differential transplantation-free survival (TFS). Stage I variants with nominal significance (P < 5 × 10-5) were advanced for stage II testing and meta-analyzed to identify those reaching genome-wide significance (P < 5 × 10-8). Downstream analyses were performed for genes and proteins associated with variants reaching genome-wide significance. Measurements and Main Results: After quality controls, 1,481 stage I cases and 397 stage II cases were included in the analysis. After filtering, 9,075,629 variants were tested in stage I, with 158 meeting advancement criteria. Four variants associated with TFS with consistent effect direction were identified in stage II, including one in an intron of PCSK6 (proprotein convertase subtilisin/kexin type 6) reaching genome-wide significance (hazard ratio, 4.11 [95% confidence interval, 2.54-6.67]; P = 9.45 × 10-9). PCSK6 protein was highly expressed in IPF lung parenchyma. PCSK6 lung staining intensity, peripheral blood gene expression, and plasma concentration were associated with reduced TFS. Conclusions: We identified four novel variants associated with IPF survival, including one in PCSK6 that reached genome-wide significance. Downstream analyses suggested that PCSK6 protein plays a potentially important role in IPF progression.
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Affiliation(s)
- Justin M. Oldham
- Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, Michigan
| | - Richard J. Allen
- Department of Health Sciences, University of Leicester, Leicester, United Kingdom
| | - Jose M. Lorenzo-Salazar
- Genomics Division, Instituto Tecnológico y de Energías Renovables, Santa Cruz de Tenerife, Spain
| | - Philip L. Molyneaux
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Royal Brompton and Harefield Hospitals, Guy’s and St. Thomas’ NHS Foundation Trust, London, United Kingdom
| | - Shwu-Fan Ma
- Division of Pulmonary and Critical Care Medicine and
| | | | - John S. Kim
- Division of Pulmonary and Critical Care Medicine and
| | - Beatriz Guillen-Guio
- Department of Health Sciences, University of Leicester, Leicester, United Kingdom
- Research Unit, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain
| | - Tamara Hernández-Beeftink
- Research Unit, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain
- Research Unit, Hospital Universitario de Gran Canaria Dr. Negrin, Las Palmas de Gran Canaria, Spain
| | - Jonathan A. Kropski
- Division of Pulmonary and Critical Care Medicine, Vanderbilt University, Nashville, Tennessee
| | - Yong Huang
- Division of Pulmonary and Critical Care Medicine and
| | - Cathryn T. Lee
- Section of Pulmonary and Critical Care Medicine, University of Chicago, Chicago, Illinois
| | - Ayodeji Adegunsoye
- Section of Pulmonary and Critical Care Medicine, University of Chicago, Chicago, Illinois
| | - Janelle Vu Pugashetti
- Division of Pulmonary, Critical Care and Sleep Medicine, University of California, Davis, Davis, California
| | - Angela L. Linderholm
- Division of Pulmonary, Critical Care and Sleep Medicine, University of California, Davis, Davis, California
| | - Vivian Vo
- Division of Pulmonary, Critical Care and Sleep Medicine, University of California, Davis, Davis, California
| | - Mary E. Strek
- Section of Pulmonary and Critical Care Medicine, University of Chicago, Chicago, Illinois
| | - Jonathan Jou
- Department of Surgery, College of Medicine, University of Illinois, Peoria, Illinois
| | - Adrian Muñoz-Barrera
- Genomics Division, Instituto Tecnológico y de Energías Renovables, Santa Cruz de Tenerife, Spain
| | - Luis A. Rubio-Rodriguez
- Genomics Division, Instituto Tecnológico y de Energías Renovables, Santa Cruz de Tenerife, Spain
| | - Richard Hubbard
- Division of Epidemiology and Public Health, University of Nottingham, Nottingham, United Kingdom
- National Institute for Health Research, Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust, Nottingham, United Kingdom
| | - Nik Hirani
- Medical Research Council Centre for Inflammation Research, University of Edinburgh, Edinburgh, United Kingdom
| | - Moira K. B. Whyte
- Medical Research Council Centre for Inflammation Research, University of Edinburgh, Edinburgh, United Kingdom
| | - Simon Hart
- Respiratory Research Group, Hull York Medical School, Castle Hill Hospital, Cottingham, United Kingdom
| | - Andrew G. Nicholson
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Royal Brompton and Harefield Hospitals, Guy’s and St. Thomas’ NHS Foundation Trust, London, United Kingdom
| | - Lisa Lancaster
- Division of Pulmonary and Critical Care Medicine, Vanderbilt University, Nashville, Tennessee
| | - Helen Parfrey
- Cambridge Interstitial Lung Disease Service, Royal Papworth Hospital, Cambridge, United Kingdom
| | - Doris Rassl
- Cambridge Interstitial Lung Disease Service, Royal Papworth Hospital, Cambridge, United Kingdom
| | - William Wallace
- Medical Research Council Centre for Inflammation Research, University of Edinburgh, Edinburgh, United Kingdom
| | - Eleanor Valenzi
- Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Yingze Zhang
- Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Josyf Mychaleckyj
- Center for Public Health Genomics, University of Virginia, Charlottesville, Virginia
| | | | - Naftali Kaminski
- Section of Pulmonary, Critical Care and Sleep Medicine, School of Medicine, Yale University, New Haven, Connecticut
| | - Paul J. Wolters
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, San Francisco, California
| | - Maria Molina-Molina
- Servei de Pneumologia, Laboratori de Pneumologia Experimental, Instituto de Investigación Biomédica de Bellvitge, Campus de Bellvitge, Universitat de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain
| | | | - William A. Fahy
- Discovery Medicine, GlaxoSmithKline, Stevenage, United Kingdom
| | | | - Ian P. Hall
- Division of Respiratory Medicine and
- National Institute for Health Research, Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust, Nottingham, United Kingdom
| | - Martin D. Tobin
- Department of Health Sciences, University of Leicester, Leicester, United Kingdom
- National Institute for Health Research, Leicester Respiratory Biomedical Research Centre, Glenfield Hospital, Leicester, United Kingdom
| | - Toby M. Maher
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Division of Pulmonary and Critical Care Medicine, University of Southern California, Los Angeles, California; and
| | - Timothy S. Blackwell
- Division of Pulmonary and Critical Care Medicine, Vanderbilt University, Nashville, Tennessee
| | | | - R. Gisli Jenkins
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Royal Brompton and Harefield Hospitals, Guy’s and St. Thomas’ NHS Foundation Trust, London, United Kingdom
| | - Carlos Flores
- Genomics Division, Instituto Tecnológico y de Energías Renovables, Santa Cruz de Tenerife, Spain
- Research Unit, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain
- Facultad de Ciencias de la Salud, Universidad Fernando Pessoa Canarias, Las Palmas de Gran Canaria, Spain
| | - Louise V. Wain
- Department of Health Sciences, University of Leicester, Leicester, United Kingdom
- National Institute for Health Research, Leicester Respiratory Biomedical Research Centre, Glenfield Hospital, Leicester, United Kingdom
| | - Imre Noth
- Division of Pulmonary and Critical Care Medicine and
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11
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Ruan P, Todd JL, Zhao H, Liu Y, Vinisko R, Soellner JF, Schmid R, Kaner RJ, Luckhardt TR, Neely ML, Noth I, Porteous M, Raj R, Safdar Z, Strek ME, Hesslinger C, Palmer SM, Leonard TB, Salisbury ML. Integrative multi-omics analysis reveals novel idiopathic pulmonary fibrosis endotypes associated with disease progression. Respir Res 2023; 24:141. [PMID: 37344825 PMCID: PMC10283254 DOI: 10.1186/s12931-023-02435-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 04/26/2023] [Indexed: 06/23/2023] Open
Abstract
BACKGROUND Idiopathic pulmonary fibrosis (IPF) is characterized by the accumulation of extracellular matrix in the pulmonary interstitium and progressive functional decline. We hypothesized that integration of multi-omics data would identify clinically meaningful molecular endotypes of IPF. METHODS The IPF-PRO Registry is a prospective registry of patients with IPF. Proteomic and transcriptomic (including total RNA [toRNA] and microRNA [miRNA]) analyses were performed using blood collected at enrollment. Molecular data were integrated using Similarity Network Fusion, followed by unsupervised spectral clustering to identify molecular subtypes. Cox proportional hazards models tested the relationship between these subtypes and progression-free and transplant-free survival. The molecular subtypes were compared to risk groups based on a previously described 52-gene (toRNA expression) signature. Biological characteristics of the molecular subtypes were evaluated via linear regression differential expression and canonical pathways (Ingenuity Pathway Analysis [IPA]) over-representation analyses. RESULTS Among 232 subjects, two molecular subtypes were identified. Subtype 1 (n = 105, 45.3%) and Subtype 2 (n = 127, 54.7%) had similar distributions of age (70.1 +/- 8.1 vs. 69.3 +/- 7.6 years; p = 0.31) and sex (79.1% vs. 70.1% males, p = 0.16). Subtype 1 had more severe disease based on composite physiologic index (CPI) (55.8 vs. 51.2; p = 0.002). After adjusting for CPI and antifibrotic treatment at enrollment, subtype 1 experienced shorter progression-free survival (HR 1.79, 95% CI 1.28,2.56; p = 0.0008) and similar transplant-free survival (HR 1.30, 95% CI 0.87,1.96; p = 0.20) as subtype 2. There was little agreement in the distribution of subjects to the molecular subtypes and the risk groups based on 52-gene signature (kappa = 0.04, 95% CI= -0.08, 0.17), and the 52-gene signature risk groups were associated with differences in transplant-free but not progression-free survival. Based on heatmaps and differential expression analyses, proteins and miRNAs (but not toRNA) contributed to classification of subjects to the molecular subtypes. The IPA showed enrichment in pulmonary fibrosis-relevant pathways, including mTOR, VEGF, PDGF, and B-cell receptor signaling. CONCLUSIONS Integration of transcriptomic and proteomic data from blood enabled identification of clinically meaningful molecular endotypes of IPF. If validated, these endotypes could facilitate identification of individuals likely to experience disease progression and enrichment of clinical trials. TRIAL REGISTRATION NCT01915511.
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Affiliation(s)
- Peifeng Ruan
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
| | - Jamie L Todd
- Duke Clinical Research Institute, Durham, NC, USA
- Duke University Medical Center, Durham, NC, USA
| | - Hongyu Zhao
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
| | - Yi Liu
- Boehringer Ingelheim Pharmaceuticals, Inc, Ridgefield, CT, USA
| | - Richard Vinisko
- Boehringer Ingelheim Pharmaceuticals, Inc, Ridgefield, CT, USA
| | | | - Ramona Schmid
- Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach, Germany
| | | | - Tracy R Luckhardt
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Megan L Neely
- Duke Clinical Research Institute, Durham, NC, USA
- Duke University Medical Center, Durham, NC, USA
| | - Imre Noth
- Division of Pulmonary and Critical Care Medicine, University of Virginia, Charlottesville, VA, USA
| | - Mary Porteous
- Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Rishi Raj
- Stanford University School of Medicine, Stanford, CA, USA
| | | | - Mary E Strek
- Section of Pulmonary and Critical Care Medicine, University of Chicago, Chicago, IL, USA
| | | | - Scott M Palmer
- Duke Clinical Research Institute, Durham, NC, USA
- Duke University Medical Center, Durham, NC, USA
| | | | - Margaret L Salisbury
- Department of Medicine, Vanderbilt University Medical Center, 1211 Medical Center Drive, 37232, Nashville, TN, USA.
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12
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DiLillo KM, Norman KC, Freeman CM, Christenson SA, Alexis NE, Anderson WH, Barjaktarevic IZ, Barr RG, Comellas AP, Bleecker ER, Boucher RC, Couper DJ, Criner GJ, Doerschuk CM, Wells JM, Han MK, Hoffman EA, Hansel NN, Hastie AT, Kaner RJ, Krishnan JA, Labaki WW, Martinez FJ, Meyers DA, O'Neal WK, Ortega VE, Paine R, Peters SP, Woodruff PG, Cooper CB, Bowler RP, Curtis JL, Arnold KB. A blood and bronchoalveolar lavage protein signature of rapid FEV 1 decline in smoking-associated COPD. Sci Rep 2023; 13:8228. [PMID: 37217548 PMCID: PMC10203309 DOI: 10.1038/s41598-023-32216-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 03/24/2023] [Indexed: 05/24/2023] Open
Abstract
Accelerated progression of chronic obstructive pulmonary disease (COPD) is associated with increased risks of hospitalization and death. Prognostic insights into mechanisms and markers of progression could facilitate development of disease-modifying therapies. Although individual biomarkers exhibit some predictive value, performance is modest and their univariate nature limits network-level insights. To overcome these limitations and gain insights into early pathways associated with rapid progression, we measured 1305 peripheral blood and 48 bronchoalveolar lavage proteins in individuals with COPD [n = 45, mean initial forced expiratory volume in one second (FEV1) 75.6 ± 17.4% predicted]. We applied a data-driven analysis pipeline, which enabled identification of protein signatures that predicted individuals at-risk for accelerated lung function decline (FEV1 decline ≥ 70 mL/year) ~ 6 years later, with high accuracy. Progression signatures suggested that early dysregulation in elements of the complement cascade is associated with accelerated decline. Our results propose potential biomarkers and early aberrant signaling mechanisms driving rapid progression in COPD.
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Affiliation(s)
- Katarina M DiLillo
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Katy C Norman
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Christine M Freeman
- Research Service, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
- Division of Pulmonary & Critical Care Medicine, University of Michigan, Ann Arbor, MI, USA
- Graduate Program in Immunology, University of Michigan, Ann Arbor, MI, USA
| | - Stephanie A Christenson
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Neil E Alexis
- Center for Environmental Medicine, Asthma, and Lung Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Wayne H Anderson
- Marsico Lung Institute/Pulmonary and Critical Care Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Igor Z Barjaktarevic
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - R Graham Barr
- Department of Medicine, Columbia University Medical Center, New York, NY, USA
| | - Alejandro P Comellas
- Division of Pulmonary, Critical Care and Occupational Medicine, University of Iowa, Iowa City, IA, USA
| | - Eugene R Bleecker
- Division of Genetics, Genomics and Precision Medicine, University of Arizona Health Sciences, Tucson, AZ, USA
| | - Richard C Boucher
- Marsico Lung Institute/Cystic Fibrosis Research Center, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - David J Couper
- Collaborative Studies Coordinating Center, Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Gerard J Criner
- Department of Thoracic Medicine and Surgery, Temple University, Philadelphia, PA, USA
| | - Claire M Doerschuk
- Marsico Lung Institute/Cystic Fibrosis Research Center, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - J Michael Wells
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - MeiLan K Han
- Division of Pulmonary & Critical Care Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Eric A Hoffman
- Department of Radiology, University of Iowa, Iowa City, IA, USA
| | - Nadia N Hansel
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Annette T Hastie
- Department of Internal Medicine, Wake Forest School of Medicine, Atrium Health, Wake Forest Baptist, Winston Salem, NC, USA
| | - Robert J Kaner
- Department of Medicine, Weill Cornell Medical Center, New York, NY, USA
| | - Jerry A Krishnan
- Division of Pulmonary, Critical Care, Sleep and Allergy, University of Illinois at Chicago, Chicago, IL, USA
| | - Wassim W Labaki
- Division of Pulmonary & Critical Care Medicine, University of Michigan, Ann Arbor, MI, USA
| | | | - Deborah A Meyers
- Division of Genetics, Genomics and Precision Medicine, University of Arizona Health Sciences, Tucson, AZ, USA
| | - Wanda K O'Neal
- Marsico Lung Institute/Cystic Fibrosis Research Center, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Victor E Ortega
- Department of Internal Medicine, Division of Respiratory Medicine, Mayo Clinic, Scottsdale, AZ, USA
| | - Robert Paine
- Division of Respiratory, Critical Care, and Occupational Pulmonary Medicine, University of Utah, Salt Lake City, UT, USA
| | - Stephen P Peters
- Department of Internal Medicine, Wake Forest School of Medicine, Atrium Health, Wake Forest Baptist, Winston Salem, NC, USA
| | - Prescott G Woodruff
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Christopher B Cooper
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Russell P Bowler
- Division of Pulmonary and Critical Care, National Jewish Health, Denver, CO, USA
| | - Jeffrey L Curtis
- Division of Pulmonary & Critical Care Medicine, University of Michigan, Ann Arbor, MI, USA
- Graduate Program in Immunology, University of Michigan, Ann Arbor, MI, USA
- Medical Service, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
| | - Kelly B Arnold
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA.
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13
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Petrongari D, Di Filippo P, Misticoni F, Basile G, Di Pillo S, Chiarelli F, Attanasi M. Lung Involvement in Systemic Juvenile Idiopathic Arthritis: A Narrative Review. Diagnostics (Basel) 2022; 12:diagnostics12123095. [PMID: 36553101 PMCID: PMC9777523 DOI: 10.3390/diagnostics12123095] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 12/02/2022] [Accepted: 12/05/2022] [Indexed: 12/13/2022] Open
Abstract
Systemic juvenile idiopathic arthritis associated with lung disorders (sJIA-LD) is a subtype of sJIA characterized by the presence of chronic life-threatening pulmonary disorders, such as pulmonary hypertension, interstitial lung disease, pulmonary alveolar proteinosis and/or endogenous lipoid pneumonia, which were exceptionally rare before 2013. Clinically, these children show a striking dissociation between the relatively mild clinical manifestations (tachypnoea, clubbing and chronic cough) and the severity of the pulmonary inflammatory process. Our review describes sJIA-LD as having a reported prevalence of approximately 6.8%, with a mortality rate of between 37% and 68%. It is often associated with an early onset (<2 years of age), macrophage activation syndrome and high interleukin (IL)-18 circulating levels. Other risk factors may be trisomy 21 and a predisposition to adverse reactions to biological drugs. The most popular hypothesis is that the increase in the number of sJIA-LD cases can be attributed to the increased use of IL-1 and IL-6 blockers. Two possible explanations have been proposed, named the “DRESS hypothesis” and the “cytokine plasticity hypothesis”. Lung ultrasounds and the intercellular-adhesion-molecule-5 assay seem to be promising tools for the early diagnosis of sJIA-LD, although high resolution computed tomography remains the gold standard. In this review, we also summarize the treatment options for sJIA-LD, focusing on JAK inhibitors.
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14
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Chen S, Wei Y, Li S, Miao Y, Gu J, Cui Y, Liu Z, Liang J, Wei L, Li X, Zhou H, Yang C. Zanubrutinib attenuates bleomycin-induced pulmonary fibrosis by inhibiting the TGF-β1 signaling pathway. Int Immunopharmacol 2022; 113:109316. [DOI: 10.1016/j.intimp.2022.109316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Revised: 09/11/2022] [Accepted: 10/03/2022] [Indexed: 11/05/2022]
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15
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Axelsson GT, Gudmundsson G, Pratte KA, Aspelund T, Putman RK, Sanders JL, Gudmundsson EF, Hatabu H, Gudmundsdottir V, Gudjonsson A, Hino T, Hida T, Hobbs BD, Cho MH, Silverman EK, Bowler RP, Launer LJ, Jennings LL, Hunninghake GM, Emilsson V, Gudnason V. The Proteomic Profile of Interstitial Lung Abnormalities. Am J Respir Crit Care Med 2022; 206:337-346. [PMID: 35438610 PMCID: PMC9890263 DOI: 10.1164/rccm.202110-2296oc] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Rationale: Knowledge on biomarkers of interstitial lung disease is incomplete. Interstitial lung abnormalities (ILAs) are radiologic changes that may present in its early stages. Objectives: To uncover blood proteins associated with ILAs using large-scale proteomics methods. Methods: Data from two prospective cohort studies, the AGES-Reykjavik (Age, Gene/Environment Susceptibility-Reykjavik) study (N = 5,259) for biomarker discovery and the COPDGene (Genetic Epidemiology of COPD) study (N = 4,899) for replication, were used. Blood proteins were measured using DNA aptamers, targeting more than 4,700 protein analytes. The association of proteins with ILAs and ILA progression was assessed with regression modeling, as were associations with genetic risk factors. Adaptive Least Absolute Shrinkage and Selection Operator models were applied to bootstrap data samples to discover sets of proteins predictive of ILAs and their progression. Measurements and Main Results: Of 287 associations, SFTPB (surfactant protein B) (odds ratio [OR], 3.71 [95% confidence interval (CI), 3.20-4.30]; P = 4.28 × 10-67), SCGB3A1 (Secretoglobin family 3A member 1) (OR, 2.43 [95% CI, 2.13-2.77]; P = 8.01 × 10-40), and WFDC2 (WAP four-disulfide core domain protein 2) (OR, 2.42 [95% CI, 2.11-2.78]; P = 4.01 × 10-36) were most significantly associated with ILA in AGES-Reykjavik and were replicated in COPDGene. In AGES-Reykjavik, concentrations of SFTPB were associated with the rs35705950 MUC5B (mucin 5B) promoter polymorphism, and SFTPB and WFDC2 had the strongest associations with ILA progression. Multivariate models of ILAs in AGES-Reykjavik, ILAs in COPDGene, and ILA progression in AGES-Reykjavik had validated areas under the receiver operating characteristic curve of 0.880, 0.826, and 0.824, respectively. Conclusions: Novel, replicated associations of ILA, its progression, and genetic risk factors with numerous blood proteins are demonstrated as well as machine-learning-based models with favorable predictive potential. Several proteins are revealed as potential markers of early fibrotic lung disease.
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Affiliation(s)
- Gisli Thor Axelsson
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland;,Icelandic Heart Association, Kopavogur, Iceland
| | - Gunnar Gudmundsson
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland;,Department of Respiratory Medicine, Landspitali University Hospital, Reykjavik, Iceland
| | | | - Thor Aspelund
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland;,Icelandic Heart Association, Kopavogur, Iceland
| | | | | | | | - Hiroto Hatabu
- Department of Radiology, and,Center for Pulmonary Functional Imaging, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Valborg Gudmundsdottir
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland;,Icelandic Heart Association, Kopavogur, Iceland
| | | | - Takuya Hino
- Center for Pulmonary Functional Imaging, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Tomoyuki Hida
- Center for Pulmonary Functional Imaging, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts;,Department of Clinical Radiology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Brian D. Hobbs
- Pulmonary and Critical Care Division,,Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Michael H. Cho
- Pulmonary and Critical Care Division,,Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Edwin K. Silverman
- Pulmonary and Critical Care Division,,Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Russell P. Bowler
- National Jewish Health, Denver, Colorado;,School of Medicine, University of Colorado, Aurora, Colorado
| | - Lenore J. Launer
- Laboratory of Epidemiology and Population Sciences, Intramural Research Program, National Institute on Aging, Bethesda, Maryland; and
| | - Lori L. Jennings
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts
| | - Gary M. Hunninghake
- Pulmonary and Critical Care Division,,Center for Pulmonary Functional Imaging, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | | | - Vilmundur Gudnason
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland;,Icelandic Heart Association, Kopavogur, Iceland
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16
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Jiang W, Jones JC, Shankavaram U, Sproull M, Camphausen K, Krauze AV. Analytical Considerations of Large-Scale Aptamer-Based Datasets for Translational Applications. Cancers (Basel) 2022; 14:2227. [PMID: 35565358 PMCID: PMC9105298 DOI: 10.3390/cancers14092227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 04/15/2022] [Accepted: 04/18/2022] [Indexed: 11/17/2022] Open
Abstract
The development and advancement of aptamer technology has opened a new realm of possibilities for unlocking the biocomplexity available within proteomics. With ultra-high-throughput and multiplexing, alongside remarkable specificity and sensitivity, aptamers could represent a powerful tool in disease-specific research, such as supporting the discovery and validation of clinically relevant biomarkers. One of the fundamental challenges underlying past and current proteomic technology has been the difficulty of translating proteomic datasets into standards of practice. Aptamers provide the capacity to generate single panels that span over 7000 different proteins from a singular sample. However, as a recent technology, they also present unique challenges, as the field of translational aptamer-based proteomics still lacks a standardizing methodology for analyzing these large datasets and the novel considerations that must be made in response to the differentiation amongst current proteomic platforms and aptamers. We address these analytical considerations with respect to surveying initial data, deploying proper statistical methodologies to identify differential protein expressions, and applying datasets to discover multimarker and pathway-level findings. Additionally, we present aptamer datasets within the multi-omics landscape by exploring the intersectionality of aptamer-based proteomics amongst genomics, transcriptomics, and metabolomics, alongside pre-existing proteomic platforms. Understanding the broader applications of aptamer datasets will substantially enhance current efforts to generate translatable findings for the clinic.
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Affiliation(s)
- Will Jiang
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, 9000 Rockville Pike, Building 10, CRC, Bethesda, MD 20892, USA; (W.J.); (U.S.); (M.S.); (K.C.)
| | - Jennifer C. Jones
- Translational Nanobiology Section, Laboratory of Pathology, NIH/NCI/CCR, Bethesda, MD 20892, USA;
| | - Uma Shankavaram
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, 9000 Rockville Pike, Building 10, CRC, Bethesda, MD 20892, USA; (W.J.); (U.S.); (M.S.); (K.C.)
| | - Mary Sproull
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, 9000 Rockville Pike, Building 10, CRC, Bethesda, MD 20892, USA; (W.J.); (U.S.); (M.S.); (K.C.)
| | - Kevin Camphausen
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, 9000 Rockville Pike, Building 10, CRC, Bethesda, MD 20892, USA; (W.J.); (U.S.); (M.S.); (K.C.)
| | - Andra V. Krauze
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, 9000 Rockville Pike, Building 10, CRC, Bethesda, MD 20892, USA; (W.J.); (U.S.); (M.S.); (K.C.)
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17
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Inhibition of lung microbiota-derived proapoptotic peptides ameliorates acute exacerbation of pulmonary fibrosis. Nat Commun 2022; 13:1558. [PMID: 35322016 PMCID: PMC8943153 DOI: 10.1038/s41467-022-29064-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Accepted: 02/21/2022] [Indexed: 11/08/2022] Open
Abstract
Idiopathic pulmonary fibrosis is an incurable disease of unknown etiology. Acute exacerbation of idiopathic pulmonary fibrosis is associated with high mortality. Excessive apoptosis of lung epithelial cells occurs in pulmonary fibrosis acute exacerbation. We recently identified corisin, a proapoptotic peptide that triggers acute exacerbation of pulmonary fibrosis. Here, we provide insights into the mechanism underlying the processing and release of corisin. Furthermore, we demonstrate that an anticorisin monoclonal antibody ameliorates lung fibrosis by significantly inhibiting acute exacerbation in the human transforming growth factorβ1 model and acute lung injury in the bleomycin model. By investigating the impact of the anticorisin monoclonal antibody in a general model of acute lung injury, we further unravel the potential of corisin to impact such diseases. These results underscore the role of corisin in the pathogenesis of acute exacerbation of pulmonary fibrosis and acute lung injury and provide a novel approach to treating this incurable disease.
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18
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Chen G, Deutsch GH, Schulert G, Zheng H, Jang S, Trapnell B, Lee P, Macaubas C, Ho K, Schneider C, Saper VE, de Jesus AA, Krasnow M, Grom A, Goldbach-Mansky R, Khatri P, Mellins ED, Canna SW. Serum proteome analysis of systemic JIA and related lung disease identifies distinct inflammatory programs and biomarkers. Arthritis Rheumatol 2022; 74:1271-1283. [PMID: 35189047 DOI: 10.1002/art.42099] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 01/16/2022] [Accepted: 02/15/2022] [Indexed: 11/08/2022]
Abstract
OBJECTIVES Recent observations in systemic Juvenile Idiopathic Arthritis (sJIA) suggest an increasing incidence of high-mortality interstitial lung disease (sJIA-LD) often characterized by a variant of pulmonary alveolar proteinosis (PAP). Co-occurrence of macrophage activation syndrome (MAS) and PAP in sJIA suggested a shared pathology, but sJIA-LD patients also commonly experience features of drug reaction such as atypical rashes and eosinophilia. We sought to investigate immunopathology and identify biomarkers in sJIA, MAS, and sJIA-LD. METHODS We used SOMAscan to measure >1300 analytes in sera from healthy controls and patients with sJIA, MAS, sJIA-LD and other related diseases. We verified selected findings by ELISA and lung immunostaining. Because the proteome of a sample may reflect multiple states (sJIA, MAS, sJIA-LD), we used regression modeling to identify subsets of altered proteins associated with each state. We tested key findings in a validation cohort. RESULTS Proteome alterations in active sJIA and MAS overlapped substantially, including known sJIA biomarkers like SAA and S100A9, and novel elevations of heat shock proteins and glycolytic enzymes. IL-18 was elevated in all sJIA groups, particularly MAS and sJIA-LD. We also identified an MAS-independent sJIA-LD signature notable for elevated ICAM5, MMP7, and allergic/eosinophilic chemokines, which have been previously associated with lung damage. Immunohistochemistry localized ICAM5 and MMP7 in sJIA-LD lung. ICAM5's ability to distinguish sJIA-LD from sJIA/MAS was independently validated. CONCLUSION Serum proteins support an sJIA-to-MAS continuum, help distinguish sJIA, sJIA/MAS, and sJIA-LD and suggest etiologic hypotheses. Select biomarkers, such as ICAM5, could aid in early detection and management of sJIA-LD.
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Affiliation(s)
- Guangbo Chen
- Institute for Immunity, Transplantation and Infection, School of Medicine, Stanford University, Stanford, CA, USA
| | - Gail H Deutsch
- Pathology, Seattle Children's Hospital and University of Washington Medical Center, Seattle, WA, USA
| | - Grant Schulert
- Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Hong Zheng
- Institute for Immunity, Transplantation and Infection, School of Medicine, Stanford University, Stanford, CA, USA.,Center for Biomedical Informatics Research, Department of Medicine, School of Medicine, Stanford University, Stanford, CA, USA
| | - SoRi Jang
- Biochemistry, Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Bruce Trapnell
- Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Pui Lee
- Pediatric Rheumatology, Boston Children's Hospital and Harvard School of Medicine, Boston, MA, USA
| | - Claudia Macaubas
- Pediatrics, Program in Immunology, School of Medicine, Stanford University, Stanford, CA, USA
| | - Katherine Ho
- Institute for Immunity, Transplantation and Infection, School of Medicine, Stanford University, Stanford, CA, USA.,Center for Biomedical Informatics Research, Department of Medicine, School of Medicine, Stanford University, Stanford, CA, USA
| | - Corinne Schneider
- Pediatrics, UPMC Children's Hospital & University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Vivian E Saper
- Pediatrics, School of Medicine, Stanford University, Stanford, California, USA
| | - Adriana Almeida de Jesus
- Translational Autoinflammatory Disease Section, National Institute of Allergy and Infectious Diseases, Bethesda, MD, USA
| | - Mark Krasnow
- Biochemistry, Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Alexei Grom
- Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Raphaela Goldbach-Mansky
- Translational Autoinflammatory Disease Section, National Institute of Allergy and Infectious Diseases, Bethesda, MD, USA
| | - Purvesh Khatri
- Institute for Immunity, Transplantation and Infection, School of Medicine, Stanford University, Stanford, CA, USA.,Center for Biomedical Informatics Research, Department of Medicine, School of Medicine, Stanford University, Stanford, CA, USA
| | - Elizabeth D Mellins
- Pediatrics, Program in Immunology, School of Medicine, Stanford University, Stanford, CA, USA
| | - Scott W Canna
- Pediatrics, UPMC Children's Hospital & University of Pittsburgh Medical Center, Pittsburgh, PA, USA.,Pediatric Rheumatology, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
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19
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Atanasova E, Milosevic D, Bornschlegl S, Krucker KP, Jacob EK, Carmona Porquera EM, Anderson DK, Egan AM, Limper AH, Dietz AB. Normal ex vivo mesenchymal stem cell function combined with abnormal immune profiles sets the stage for informative cell therapy trials in idiopathic pulmonary fibrosis patients. Stem Cell Res Ther 2022; 13:45. [PMID: 35101101 PMCID: PMC8802496 DOI: 10.1186/s13287-021-02692-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Accepted: 12/21/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive pulmonary disease characterized by aberrant tissue remodeling, formation of scar tissue within the lungs and continuous loss of lung function. The areas of fibrosis seen in lungs of IPF patients share many features with normal aging lung including cellular senescence. The contribution of the immune system to the etiology of IPF remains poorly understood. Evidence obtained from animal models and human studies suggests that innate and adaptive immune processes can orchestrate existing fibrotic responses. Currently, there is only modest effective pharmacotherapy for IPF. Mesenchymal stem cells (MSCs)-based therapies have emerged as a potential option treatment of IPF. This study characterizes the functionality of autologous MSCs for use as an IPF therapy and presents an attempt to determine whether the disease occurring in the lungs is associated with an alterated immune system. METHODS Comprehensive characterization of autologous adipose-derived MSCs (aMSCs) from 5 IPF patient and 5 age- and gender-matched healthy controls (HC) was done using flow cytometry, PCR (ddPCR), multiplex Luminex xMAP technology, confocal microscopy self-renewal capacity and osteogenic differentiation. Additionally, multi-parameter quantitative flow cytometry of unmanipulated whole blood of 15 IPF patients and 87 (30 age- and gender-matched) HC was used to analyze 110 peripheral phenotypes to determine disease-associated changes in the immune system. RESULTS There are no differences between autologous aMSCs from IPF patients and HC in their stem cell properties, self-renewal capacity, osteogenic differentiation, secretome content, cell cycle inhibitor marker levels and mitochondrial health. IPF patients had altered peripheral blood immunophenotype including reduced B cells subsets, increased T cell subsets and increased granulocytes demonstrating disease-associated alterations in the immune system. CONCLUSIONS Our results indicate that there are no differences in aMSC properties from IPF patients and HC, suggesting that autologous aMSCs may be an acceptable option for IPF therapy. The altered immune system of IPF patients may be a valuable biomarker for disease burden and monitoring therapeutic response.
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Affiliation(s)
- Elena Atanasova
- Department of Laboratory Medicine and Pathology, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Dragana Milosevic
- Department of Laboratory Medicine and Pathology, Divisions of Clinical Biochemistry and Immunology, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Svetlana Bornschlegl
- Department of Laboratory Medicine and Pathology, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Karen P Krucker
- Divisions of Transfusion Medicine and Experimental Pathology, Immune Progenitor and Cell Therapeutics (IMPACT) Lab, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Eapen K Jacob
- Division of Transfusion Medicine, Mayo Clinic, Rochester, MN, USA
| | - Eva M Carmona Porquera
- Thoracic Diseases Research Unit, Division of Pulmonary Critical Care and Internal Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Dagny K Anderson
- Thoracic Diseases Research Unit, Division of Pulmonary Critical Care and Internal Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Ashley M Egan
- Thoracic Diseases Research Unit, Division of Pulmonary Critical Care and Internal Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Andrew H Limper
- Thoracic Diseases Research Unit, Division of Pulmonary Critical Care and Internal Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Allan B Dietz
- Department of Laboratory Medicine and Pathology, Mayo Clinic College of Medicine, Rochester, MN, USA.
- Divisions of Transfusion Medicine and Experimental Pathology, Immune Progenitor and Cell Therapeutics (IMPACT) Lab, Mayo Clinic College of Medicine, Rochester, MN, USA.
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20
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Todd JL, Neely ML, Overton R, Mulder H, Roman J, Lasky JA, de Andrade JA, Gulati M, Huang H, Leonard TB, Hesslinger C, Noth I, Belperio JA, Flaherty KR, Palmer SM. Association of Circulating Proteins with Death or Lung Transplant in Patients with Idiopathic Pulmonary Fibrosis in the IPF-PRO Registry Cohort. Lung 2022; 200:11-18. [PMID: 35066606 PMCID: PMC8881240 DOI: 10.1007/s00408-021-00505-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 12/13/2021] [Indexed: 11/30/2022]
Abstract
Idiopathic pulmonary fibrosis (IPF) is a progressive and ultimately fatal disease with a variable clinical course. Biomarkers that predict patient outcomes are needed. We leveraged data from 300 patients in the multicenter IPF-PRO Registry to determine associations between circulating proteins and the composite outcome of respiratory death or lung transplant. Plasma collected at enrollment was analyzed using aptamer-based proteomics (1305 proteins). Over a median follow-up of 30.4 months, there were 76 respiratory deaths and 26 lung transplants. In unadjusted univariable analyses, 61 proteins were significantly associated with the outcome (hazard ratio > 2 or < 0.5, corrected p ≤ 0.05). In multivariable analyses, a set of 4 clinical measures and 47 unique proteins predicted the probability of respiratory death or lung transplant with an optimism-corrected C-index of 0.76. Our results suggest that select circulating proteins strongly associate with the risk of mortality in patients with IPF and confer information independent of clinical measures.
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Affiliation(s)
- Jamie L Todd
- Duke Clinical Research Institute, DUMC Box 103002, Durham, NC, 27710, USA. .,Duke University Medical Center, Durham, NC, USA.
| | - Megan L Neely
- Duke Clinical Research Institute, DUMC Box 103002, Durham, NC, 27710, USA.,Duke University Medical Center, Durham, NC, USA
| | - Robert Overton
- Duke Clinical Research Institute, DUMC Box 103002, Durham, NC, 27710, USA
| | - Hillary Mulder
- Duke Clinical Research Institute, DUMC Box 103002, Durham, NC, 27710, USA
| | - Jesse Roman
- Jane and Leonard Korman Respiratory Institute, Philadelphia, PA, USA
| | - Joseph A Lasky
- School of Medicine, Tulane University, New Orleans, LA, USA
| | | | | | | | | | | | - Imre Noth
- Division of Pulmonary and Critical Care Medicine, University of Virginia, Charlottesville, VA, USA
| | - John A Belperio
- David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Kevin R Flaherty
- Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Scott M Palmer
- Duke Clinical Research Institute, DUMC Box 103002, Durham, NC, 27710, USA.,Duke University Medical Center, Durham, NC, USA
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21
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Zheng P, Sun S, Wang J, Cheng ZJ, Lei KC, Xue M, Zhang T, Huang H, Zhang XD, Sun B. Integrative omics analysis identifies biomarkers of idiopathic pulmonary fibrosis. Cell Mol Life Sci 2022; 79:66. [PMID: 35015148 PMCID: PMC11075137 DOI: 10.1007/s00018-021-04094-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Revised: 11/30/2021] [Accepted: 12/15/2021] [Indexed: 12/17/2022]
Abstract
Idiopathic pulmonary fibrosis (IPF) is an interstitial lung disease characterized by chronic progressive pulmonary fibrosis and a poor prognosis. Genetic studies, including transcriptomic and proteomics, have provided new insight into revealing mechanisms of IPF. Herein we provided a novel strategy to identify biomarkers by integrative analysis of transcriptomic and proteomic profiles of IPF patients. We examined the landscape of IPF patients' gene expression in the transcription and translation phases and investigated the expression and functions of two new potential biomarkers. Differentially expressed (DE) mRNAs were mainly enriched in pathways associated with immune system activities and inflammatory responses, while DE proteins are related to extracellular matrix production and wound repair. The upregulated genes in both phases are associated with wound repair and cell differentiation, while the downregulated genes in both phases are associated with reduced immune activities and the damage of the alveolar tissues. On this basis, we identified thirteen potential marker genes. Among them, we validated the expression changes of butyrophilin-like 9 (BTNL9) and plasmolipin (PLLP) and investigated their functional pathways in the IPF mechanism. Both genes are downregulated in the tissues of IPF patients and Bleomycin-induced mice, and co-expression analysis indicates that they have a protective effect by inhibiting extracellular matrix production and promoting wound repair in alveolar epithelial cells.
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Affiliation(s)
- Peiyan Zheng
- Department of Allergy and Clinical Immunology, State Key Laboratory of Respiratory Disease, National Clinical Research Centre for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
| | - Shixue Sun
- Department of Allergy and Clinical Immunology, State Key Laboratory of Respiratory Disease, National Clinical Research Centre for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
- Faculty of Health Sciences, University of Macau, Taipa, Macau SAR, China
| | - Jingxian Wang
- National Joint Local Engineering Laboratory for Cell Engineering and Biomedicine Technique, Guizhou Province Key Laboratory of Regenerative Medicine, Key Laboratory of Adult Stem Cell Translational Research (Chinese Academy of Medical Sciences), Guizhou Medical University, Guizhou, 550025, China
| | - Zhangkai Jason Cheng
- Department of Allergy and Clinical Immunology, State Key Laboratory of Respiratory Disease, National Clinical Research Centre for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
| | - Kuan Cheok Lei
- Faculty of Health Sciences, University of Macau, Taipa, Macau SAR, China
| | - Mingshan Xue
- Department of Allergy and Clinical Immunology, State Key Laboratory of Respiratory Disease, National Clinical Research Centre for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
| | - Teng Zhang
- Faculty of Health Sciences, University of Macau, Taipa, Macau SAR, China
| | - Huimin Huang
- Department of Allergy and Clinical Immunology, State Key Laboratory of Respiratory Disease, National Clinical Research Centre for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
| | | | - Baoqing Sun
- Department of Allergy and Clinical Immunology, State Key Laboratory of Respiratory Disease, National Clinical Research Centre for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China.
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22
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Knipe RS, Spinney JJ, Abe EA, Probst CK, Franklin A, Logue A, Giacona F, Drummond M, Griffith J, Brazee PL, Hariri LP, Montesi SB, Black KE, Hla T, Kuo A, Cartier A, Engelbrecht E, Christoffersen C, Shea BS, Tager AM, Medoff BD. Endothelial-Specific Loss of Sphingosine-1-Phosphate Receptor 1 Increases Vascular Permeability and Exacerbates Bleomycin-induced Pulmonary Fibrosis. Am J Respir Cell Mol Biol 2022; 66:38-52. [PMID: 34343038 PMCID: PMC8803357 DOI: 10.1165/rcmb.2020-0408oc] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Accepted: 07/26/2021] [Indexed: 11/24/2022] Open
Abstract
Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive disease which leads to significant morbidity and mortality from respiratory failure. The two drugs currently approved for clinical use slow the rate of decline in lung function but have not been shown to halt disease progression or reverse established fibrosis. Thus, new therapeutic targets are needed. Endothelial injury and the resultant vascular permeability are critical components in the response to tissue injury and are present in patients with IPF. However, it remains unclear how vascular permeability affects lung repair and fibrosis following injury. Lipid mediators such as sphingosine-1-phosphate (S1P) are known to regulate multiple homeostatic processes in the lung including vascular permeability. We demonstrate that endothelial cell-(EC) specific deletion of the S1P receptor 1 (S1PR1) in mice (EC-S1pr1-/-) results in increased lung vascular permeability at baseline. Following a low-dose intratracheal bleomycin challenge, EC-S1pr1-/- mice had increased and persistent vascular permeability compared with wild-type mice, which was strongly correlated with the amount and localization of resulting pulmonary fibrosis. EC-S1pr1-/- mice also had increased immune cell infiltration and activation of the coagulation cascade within the lung. However, increased circulating S1P ligand in ApoM-overexpressing mice was insufficient to protect against bleomycin-induced pulmonary fibrosis. Overall, these data demonstrate that endothelial cell S1PR1 controls vascular permeability in the lung, is associated with changes in immune cell infiltration and extravascular coagulation, and modulates the fibrotic response to lung injury.
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Affiliation(s)
- Rachel S. Knipe
- Division of Pulmonary and Critical Care Medicine
- Andrew M. Tager Fibrosis Research Center
- Center for Immunology and Inflammatory Diseases
| | - Jillian J. Spinney
- Division of Pulmonary and Critical Care Medicine
- Andrew M. Tager Fibrosis Research Center
- Center for Immunology and Inflammatory Diseases
| | - Elizabeth A. Abe
- Division of Pulmonary and Critical Care Medicine
- Andrew M. Tager Fibrosis Research Center
- Center for Immunology and Inflammatory Diseases
| | - Clemens K. Probst
- Boston University School of Medicine, Boston University, Boston, Massachusetts
| | | | - Amanda Logue
- Division of Pulmonary and Critical Care Medicine
- Andrew M. Tager Fibrosis Research Center
- Center for Immunology and Inflammatory Diseases
| | - Francesca Giacona
- Division of Pulmonary and Critical Care Medicine
- Andrew M. Tager Fibrosis Research Center
- Center for Immunology and Inflammatory Diseases
| | - Matt Drummond
- Division of Pulmonary and Critical Care Medicine
- Andrew M. Tager Fibrosis Research Center
- Center for Immunology and Inflammatory Diseases
| | - Jason Griffith
- Division of Pulmonary and Critical Care Medicine
- Center for Immunology and Inflammatory Diseases
| | - Patricia L. Brazee
- Division of Pulmonary and Critical Care Medicine
- Andrew M. Tager Fibrosis Research Center
- Center for Immunology and Inflammatory Diseases
| | - Lida P. Hariri
- Andrew M. Tager Fibrosis Research Center
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Sydney B. Montesi
- Division of Pulmonary and Critical Care Medicine
- Andrew M. Tager Fibrosis Research Center
| | - Katherine E. Black
- Division of Pulmonary and Critical Care Medicine
- Andrew M. Tager Fibrosis Research Center
- Center for Immunology and Inflammatory Diseases
| | - Timothy Hla
- Vascular Biology Program, Boston Children’s Hospital and Harvard Medical School, Boston, Massachusetts
| | - Andrew Kuo
- Vascular Biology Program, Boston Children’s Hospital and Harvard Medical School, Boston, Massachusetts
| | - Andreane Cartier
- Vascular Biology Program, Boston Children’s Hospital and Harvard Medical School, Boston, Massachusetts
| | - Eric Engelbrecht
- University of Louisville School of Medicine, Louisville, Kentucky
| | - Christina Christoffersen
- Department of Clinical Biochemistry, Rigshospitalet, and Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark; and
| | - Barry S. Shea
- Division of Pulmonary, Critical Care, and Sleep Medicine, Rhode Island Hospital and Alpert Medical School, Providence, Rhode Island
| | - Andrew M. Tager
- Division of Pulmonary and Critical Care Medicine
- Andrew M. Tager Fibrosis Research Center
- Center for Immunology and Inflammatory Diseases
| | - Benjamin D. Medoff
- Division of Pulmonary and Critical Care Medicine
- Andrew M. Tager Fibrosis Research Center
- Center for Immunology and Inflammatory Diseases
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23
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Suzuki M, Cole JJ, Konno S, Makita H, Kimura H, Nishimura M, Maciewicz RA. Large-scale plasma proteomics can reveal distinct endotypes in chronic obstructive pulmonary disease and severe asthma. Clin Transl Allergy 2021; 11:e12091. [PMID: 34962717 PMCID: PMC8686766 DOI: 10.1002/clt2.12091] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 11/09/2021] [Accepted: 12/07/2021] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND Chronic airway diseases including chronic obstructive pulmonary disease (COPD) and asthma are heterogenous in nature and endotypes within are underpinned by complex biology. This study aimed to investigate the utility of proteomic profiling of plasma combined with bioinformatic mining, and to define molecular endotypes and expand our knowledge of the underlying biology in chronic respiratory diseases. METHODS The plasma proteome was evaluated using an aptamer-based affinity proteomics platform (SOMAscan®), representing 1238 proteins in 34 subjects with stable COPD and 51 subjects with stable but severe asthma. For each disease, we evaluated a range of clinical/demographic characteristics including bronchodilator reversibility, blood eosinophilia levels, and smoking history. We applied modified bioinformatic approaches used in the evaluation of RNA transcriptomics. RESULTS Subjects with COPD and severe asthma were distinguished from each other by 365 different protein abundancies, with differential pathway networks and upstream modulators. Furthermore, molecular endotypes within each disease could be defined. The protein groups that defined these endotypes had both known and novel biology including groups significantly enriched in exosomal markers derived from immune/inflammatory cells. Finally, we observed associations to clinical characteristics that previously have been under-explored. CONCLUSION This investigational study evaluating the plasma proteome in clinically-phenotyped subjects with chronic airway diseases provides support that such a method can be used to define molecular endotypes and pathobiological mechanisms that underpins these endotypes. It provided new concepts about the complexity of molecular pathways that define these diseases. In the longer term, such information will help to refine treatment options for defined groups.
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Affiliation(s)
- Masaru Suzuki
- Department of Respiratory Medicine, Faculty of Medicine and Graduate School of MedicineHokkaido UniversitySapporoJapan
| | - John J. Cole
- GLAZgo Discovery CentreUniversity of GlasgowGlasgowUK
| | - Satoshi Konno
- Department of Respiratory Medicine, Faculty of Medicine and Graduate School of MedicineHokkaido UniversitySapporoJapan
| | - Hironi Makita
- Department of Respiratory Medicine, Faculty of Medicine and Graduate School of MedicineHokkaido UniversitySapporoJapan
- Hokkaido Medical Research Institute for Respiratory DiseasesSapporoJapan
| | - Hiroki Kimura
- Department of Respiratory Medicine, Faculty of Medicine and Graduate School of MedicineHokkaido UniversitySapporoJapan
| | - Masaharu Nishimura
- Department of Respiratory Medicine, Faculty of Medicine and Graduate School of MedicineHokkaido UniversitySapporoJapan
- Hokkaido Medical Research Institute for Respiratory DiseasesSapporoJapan
| | - Rose A. Maciewicz
- GLAZgo Discovery CentreUniversity of GlasgowGlasgowUK
- Respiratory, Inflammation and Autoimmunity, Innovative Medicines and Early Development Biotech UnitAstraZenecaGothenburgSweden
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24
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Chebbo M, Duez C, Alessi MC, Chanez P, Gras D. Platelets: a potential role in chronic respiratory diseases? Eur Respir Rev 2021; 30:30/161/210062. [PMID: 34526315 PMCID: PMC9488457 DOI: 10.1183/16000617.0062-2021] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 06/05/2021] [Indexed: 12/21/2022] Open
Abstract
Platelets are small anucleate cells known for their role in haemostasis and thrombosis. In recent years, an increasing number of observations have suggested that platelets are also immune cells and key modulators of immunity. They express different receptors and molecules that allow them to respond to pathogens, and to interact with other immune cells. Platelets were linked to the pathogenesis of some inflammatory disorders including respiratory diseases such as asthma and idiopathic pulmonary fibrosis. Here, we discuss the involvement of platelets in different immune responses, and we focus on their potential role in various chronic lung diseases. In addition to their essential role in haemostasis and thrombosis, platelets are strong modulators of different immune responses, and could be involved in the physiopathology of several chronic airway diseaseshttps://bit.ly/3cB6Xnj
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Affiliation(s)
| | | | - Marie C Alessi
- Aix-Marseille Univ, INSERM, INRAE, Marseille, France.,APHM, CHU de la Timone, Laboratoire d'hématologie, Marseille, France
| | - Pascal Chanez
- Aix-Marseille Univ, INSERM, INRAE, Marseille, France.,APHM, Hôpital NORD, Clinique des Bronches, Allergie et Sommeil, Marseille, France
| | - Delphine Gras
- Aix-Marseille Univ, INSERM, INRAE, Marseille, France
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25
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Network Pharmacology-Based Mechanistic Investigation of Jinshui Huanxian Formula Acting on Idiopathic Pulmonary Fibrosis. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2021; 2021:8634705. [PMID: 34306156 PMCID: PMC8279870 DOI: 10.1155/2021/8634705] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 08/14/2020] [Accepted: 06/28/2021] [Indexed: 11/18/2022]
Abstract
Idiopathic pulmonary fibrosis (IPF) is a chronic respiratory disease with high incidence, morbidity, and mortality rates. Jinshui Huanxian formula (JHF) is an empirical formula that targets the pathogenesis of lung-kidney qi deficiency and phlegm-blood stasis in pulmonary fibrosis (PF). The purpose of this study was to explore JHF's potential pharmacological mechanisms in IPF therapy using network intersection analysis. JHF's primary active components and corresponding target genes were predicted using various databases. Two sets of IPF disease genes were obtained from the DisGeNET and GEO databases and two sets of IPF drug targets were collected. The disease and drug target genes were analyzed. The JHF target genes that intersected with IPF's differentially expressed genes were identified to predict JHF's targets of action in IPF. The functions and pathways of predicted targets acting on IPF were analyzed using the DAVID and KEGG pathway databases. Finally, the resulting drug target mechanisms were validated in a rat model of PF. The initial analyses identified 494 active compounds and 1,304 corresponding targets for JHF. The intersection analysis revealed four common genes for the JHF targets, IPF disease, and anti-IPF drugs in the KEGG database. Furthermore, these genes were targeted by several JHF compounds. Seventy-two JHF targets were closely related to IPF, which suggests that they are therapeutically relevant. Target screening revealed that they regulate IPF through 18 pathways. The targets' molecular functions included regulation of oxidoreductase activity, kinase regulator activity, phosphotransferase activity, and transmembrane receptor protein kinase activity. In vivo experiments showed that JHF alleviated the degree of PF, including decreases in collagen deposition and epithelial-mesenchymal transition. This study systematically explored JHF's mechanisms to identify the specific target pathways involved in IPF. The generated pharmacological network, paired with in vivo validation, elucidates the potential roles and mechanisms of JHF in IPF therapy.
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26
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Newton CA, Herzog EL. Molecular Markers and the Promise of Precision Medicine for Interstitial Lung Disease. Clin Chest Med 2021; 42:357-364. [PMID: 34024410 DOI: 10.1016/j.ccm.2021.03.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Management of patients with interstitial lung disease (ILD) requires accurate classification. However, this process relies on subjective interpretation of nonspecific and overlapping clinical features that could hamper clinical care. The development and implementation of objective biomarkers reflective of specific disease states could facilitate precision-based approaches based on patient-level biology to improve the health of ILD patients. Omics-based studies allow for the seemingly unbiased and highly efficient screening of candidate biomarkers and offer unprecedented opportunities for discovery. This review outlines representative major omics-based discoveries in a well-studied condition, idiopathic pulmonary fibrosis, to develop a roadmap to personalized medicine in ILD.
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Affiliation(s)
- Chad A Newton
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Texas Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75390-8558, USA.
| | - Erica L Herzog
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Yale School of Medicine, Yale University, 300 Cedar Street TAC441S, New Haven, CT 06520-8057, USA
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Khan MM, Poeckel D, Halavatyi A, Zukowska-Kasprzyk J, Stein F, Vappiani J, Sevin DC, Tischer C, Zinn N, Eley JD, Gudmann NS, Muley T, Winter H, Fisher AJ, Nanthakumar CB, Bergamini G, Pepperkok R. An integrated multiomic and quantitative label-free microscopy-based approach to study pro-fibrotic signalling in ex vivo human precision-cut lung slices. Eur Respir J 2021; 58:13993003.00221-2020. [PMID: 33361096 PMCID: PMC8318569 DOI: 10.1183/13993003.00221-2020] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Accepted: 12/09/2020] [Indexed: 12/17/2022]
Abstract
Fibrosis can affect any organ, resulting in the loss of tissue architecture and function with often life-threatening consequences. Pathologically, fibrosis is characterised by the expansion of connective tissue due to excessive deposition of extracellular matrix (ECM) proteins, including the fibrillar forms of collagen. A significant limitation for discovering cures for fibrosis is the availability of suitable human models and techniques to quantify mature fibrillar collagen deposition as close as possible to human physiological conditions. Here we have extensively characterised an ex vivo cultured human lung tissue-derived, precision-cut lung slices (hPCLS) model using label-free second harmonic generation (SHG) light microscopy to quantify fibrillar collagen deposition and mass spectrometry-based techniques to obtain a proteomic and metabolomic fingerprint of hPCLS in ex vivo culture. We demonstrate that hPCLS are viable and metabolically active, with mesenchymal, epithelial, endothelial and immune cell types surviving for at least 2 weeks in ex vivo culture. Analysis of hPCLS-conditioned supernatants showed a strong induction of pulmonary fibrosis-related ECM proteins upon transforming growth factor-β1 (TGF-β1) stimulation. This upregulation of ECM proteins was not translated into an increased deposition of fibrillar collagen. In support of this observation, we revealed the presence of a pro-ECM degradation activity in our ex vivo cultures of hPCLS, inhibition of which by a metalloproteinase inhibitor resulted in increased collagen deposition in response to TGF-β1 stimulation. Together the data show that an integrated approach of measuring soluble pro-fibrotic markers alongside quantitative SHG-based analysis of fibrillar collagen is a valuable tool for studying pro-fibrotic signalling and testing anti-fibrotic agents. Multiomic and label-free imaging-based characterisation of ex vivo cultured human precision-cut lung slices (hPCLS) reveals that MMP signalling is a rate-limiting factor necessary for deposition of fibrillar collagen in ECM of hPCLShttps://bit.ly/3rcUa0e
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Affiliation(s)
- Muzamil Majid Khan
- European Molecular Biology Laboratory, Heidelberg, Germany.,Discovery Biology, Cellzome GmbH, GSK, Heidelberg, Germany.,Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
| | - Daniel Poeckel
- Discovery Biology, Cellzome GmbH, GSK, Heidelberg, Germany
| | - Aliaksandr Halavatyi
- European Molecular Biology Laboratory, Heidelberg, Germany.,Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
| | | | - Frank Stein
- European Molecular Biology Laboratory, Heidelberg, Germany
| | | | - Daniel C Sevin
- Discovery Biology, Cellzome GmbH, GSK, Heidelberg, Germany
| | | | - Nico Zinn
- Discovery Biology, Cellzome GmbH, GSK, Heidelberg, Germany
| | | | | | - Thomas Muley
- Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany.,Biobank Thoraxklinik, University Hospital Heidelberg, Heidelberg, Germany
| | - Hauke Winter
- Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany.,Biobank Thoraxklinik, University Hospital Heidelberg, Heidelberg, Germany
| | - Andrew J Fisher
- Newcastle University Translational and Clinical Research Institute and Institute of Transplantation, Newcastle upon Tyne Hospitals, Newcastle upon Tyne, UK
| | | | - Giovanna Bergamini
- Discovery Biology, Cellzome GmbH, GSK, Heidelberg, Germany.,G. Bergamini and R. Pepperkok contributed equally to this article as lead authors and supervised the work
| | - Rainer Pepperkok
- European Molecular Biology Laboratory, Heidelberg, Germany .,Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany.,G. Bergamini and R. Pepperkok contributed equally to this article as lead authors and supervised the work
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Neys SFH, Heukels P, van Hulst JAC, Rip J, Wijsenbeek MS, Hendriks RW, Corneth OBJ. Aberrant B Cell Receptor Signaling in Naïve B Cells from Patients with Idiopathic Pulmonary Fibrosis. Cells 2021; 10:cells10061321. [PMID: 34073225 PMCID: PMC8226954 DOI: 10.3390/cells10061321] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/02/2021] [Accepted: 05/20/2021] [Indexed: 12/16/2022] Open
Abstract
Idiopathic pulmonary fibrosis (IPF) is a chronic and ultimately fatal disease in which an impaired healing response to recurrent micro-injuries is thought to lead to fibrosis. Recent findings hint at a role for B cells and autoimmunity in IPF pathogenesis. We previously reported that circulating B cells from a fraction of patients, compared with healthy controls, express increased levels of the signaling molecule Bruton’s tyrosine kinase (BTK). However, it remains unclear whether B cell receptor (BCR) signaling is altered in IPF. Here, we show that the response to BCR stimulation is enhanced in peripheral blood B cells from treatment-naïve IPF patients. We observed increased anti-immunoglobulin-induced phosphorylation of BTK and its substrate phospholipase Cγ2 (PLCγ2) in naïve but not in memory B cells of patients with IPF. In naïve B cells of IPF patients enhanced BCR signaling correlated with surface expression of transmembrane activator and calcium-modulator and cyclophilin ligand interactor (TACI) but not B cell activating factor receptor (BAFFR), both of which provide pro-survival signals. Interestingly, treatment of IPF patients with nintedanib, a tyrosine kinase inhibitor with anti-fibrotic and anti-inflammatory activity, induced substantial changes in BCR signaling. These findings support the involvement of B cells in IPF pathogenesis and suggest that targeting BCR signaling has potential value as a treatment option.
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Mathai SK, Cardwell J, Metzger F, Powers J, Walts AD, Kropski JA, Eickelberg O, Hauck SM, Yang IV, Schwartz DA. Preclinical Pulmonary Fibrosis Circulating Protein Biomarkers. Am J Respir Crit Care Med 2021; 202:1720-1724. [PMID: 32755483 PMCID: PMC7737579 DOI: 10.1164/rccm.202003-0724le] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Susan K Mathai
- University of Colorado School of Medicine Aurora, Colorado.,Baylor University Medical Center at Dallas Dallas, Texas
| | | | | | - Julia Powers
- University of Colorado School of Medicine Aurora, Colorado
| | - Avram D Walts
- University of Colorado School of Medicine Aurora, Colorado
| | | | | | | | - Ivana V Yang
- University of Colorado School of Medicine Aurora, Colorado
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Khan T, Dasgupta S, Ghosh N, Chaudhury K. Proteomics in idiopathic pulmonary fibrosis: the quest for biomarkers. Mol Omics 2021; 17:43-58. [PMID: 33073811 DOI: 10.1039/d0mo00108b] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Idiopathic pulmonary fibrosis (IPF) is a debilitating chronic progressive and fibrosing lung disease that culminates in the destruction of alveolar integrity and dismal prognosis. Its etiology is unknown and pathophysiology remains unclear. While great advances have been made in elucidating the pathogenesis mechanism, considerable gaps related to information on pathogenetic pathways and key protein targets involved in the clinical course of the disease exist. These issues need to be addressed for better clinical management of this highly challenging disease. Omics approach has revolutionized the entire area of disease understanding and holds promise in its translation to clinical biomarker discovery. This review outlines the contribution of proteomics towards identification of important biomarkers in IPF in terms of their clinical utility, i.e. prognosis, differential diagnosis, disease progression and treatment monitoring. The major dysregulated pathways associated with IPF are also discussed. Based on numerous proteomics studies on human and animal models, it is proposed that IPF pathogenesis involves complex interactions of several pathways such as oxidative stress, endoplasmic reticulum stress, unfolded protein response, coagulation system, inflammation, abnormal wounding, fibroblast proliferation, fibrogenesis and deposition of extracellular matrix. These pathways and their key path-changing mediators need further validation in large well-planned multi-centric trials at various geographical locations for successful development of clinical biomarkers of this confounding disease.
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Affiliation(s)
- Tila Khan
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, 721302, India.
| | - Sanjukta Dasgupta
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, 721302, India.
| | - Nilanjana Ghosh
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, 721302, India.
| | - Koel Chaudhury
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, 721302, India.
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31
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HSP90 Inhibition and Modulation of the Proteome: Therapeutical Implications for Idiopathic Pulmonary Fibrosis (IPF). Int J Mol Sci 2020; 21:ijms21155286. [PMID: 32722485 PMCID: PMC7432830 DOI: 10.3390/ijms21155286] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 07/20/2020] [Accepted: 07/22/2020] [Indexed: 01/05/2023] Open
Abstract
Idiopathic Pulmonary fibrosis (IPF) is a catastrophic disease with poor outcomes and limited pharmacological approaches. Heat shock protein 90 (HSP90) has been recently involved in the wound-healing pathological response that leads to collagen deposition in patients with IPF and its inhibition represents an exciting drug target against the development of pulmonary fibrosis. Under physiological conditions, HSP90 guarantees proteostasis through the refolding of damaged proteins and the degradation of irreversibly damaged ones. Additionally, its inhibition, by specific HSP90 inhibitors (e.g., 17 AAG, 17 DAG, and AUY-922) has proven beneficial in different preclinical models of human disease. HSP90 inhibition modulates a complex subset of kinases and interferes with intracellular signaling pathways and proteome regulation. In this review, we evaluated the current evidence and rationale for the use of HSP90 inhibitors in the treatment of pulmonary fibrosis, discussed the intracellular pathways involved, described the limitations of the current understanding and provided insights for future research.
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Norman KC, O'Dwyer DN, Salisbury ML, DiLillo KM, Lama VN, Xia M, Gurczynski SJ, White ES, Flaherty KR, Martinez FJ, Murray S, Moore BB, Arnold KB. Identification of a unique temporal signature in blood and BAL associated with IPF progression. Sci Rep 2020; 10:12049. [PMID: 32694604 PMCID: PMC7374599 DOI: 10.1038/s41598-020-67956-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 05/18/2020] [Indexed: 11/09/2022] Open
Abstract
Idiopathic pulmonary fibrosis (IPF) is a progressive and heterogeneous interstitial lung disease of unknown origin with a low survival rate. There are few treatment options available due to the fact that mechanisms underlying disease progression are not well understood, likely because they arise from dysregulation of complex signaling networks spanning multiple tissue compartments. To better characterize these networks, we used systems-focused data-driven modeling approaches to identify cross-tissue compartment (blood and bronchoalveolar lavage) and temporal proteomic signatures that differentiated IPF progressors and non-progressors. Partial least squares discriminant analysis identified a signature of 54 baseline (week 0) blood and lung proteins that differentiated IPF progression status by the end of 80 weeks of follow-up with 100% cross-validation accuracy. Overall we observed heterogeneous protein expression patterns in progressors compared to more homogenous signatures in non-progressors, and found that non-progressors were enriched for proteomic processes involving regulation of the immune/defense response. We also identified a temporal signature of blood proteins that was significantly different at early and late progressor time points (p < 0.0001), but not present in non-progressors. Overall, this approach can be used to generate new hypothesis for mechanisms associated with IPF progression and could readily be translated to other complex and heterogeneous diseases.
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Affiliation(s)
- Katy C Norman
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, 48109 , USA
| | - David N O'Dwyer
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Margaret L Salisbury
- Division of Allergy, Department of Medicine, Pulmonary and Critical Care Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Katarina M DiLillo
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, 48109 , USA
| | - Vibha N Lama
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Meng Xia
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Stephen J Gurczynski
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Eric S White
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Kevin R Flaherty
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Fernando J Martinez
- Department of Internal Medicine, Weill Cornell School of Medicine, New York, NY, USA
| | - Susan Murray
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Bethany B Moore
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA.,Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Kelly B Arnold
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, 48109 , USA.
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Label-free plasma proteomics identifies haptoglobin-related protein as candidate marker of idiopathic pulmonary fibrosis and dysregulation of complement and oxidative pathways. Sci Rep 2020; 10:7787. [PMID: 32385381 PMCID: PMC7211010 DOI: 10.1038/s41598-020-64759-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Accepted: 04/19/2020] [Indexed: 02/06/2023] Open
Abstract
Idiopathic pulmonary fibrosis (IPF) is a lung parenchymal disease of unknown cause usually occurring in older adults. It is a chronic and progressive condition with poor prognosis and diagnosis is largely clinical. Currently, there exist few biomarkers that can predict patient outcome or response to therapies. Together with lack of markers, the need for novel markers for the detection and monitoring of IPF, is paramount. We have performed label-free plasma proteomics of thirty six individuals, 17 of which had confirmed IPF. Proteomics data was analyzed by volcano plot, hierarchical clustering, Partial-least square discriminant analysis (PLS-DA) and Ingenuity pathway analysis. Univariate and multivariate statistical analysis overlap identified haptoglobin-related protein as a possible marker of IPF when compared to control samples (Area under the curve 0.851, ROC-analysis). LXR/RXR activation and complement activation pathways were enriched in t-test significant proteins and oxidative regulators, complement proteins and protease inhibitors were enriched in PLS-DA significant proteins. Our pilot study points towards aberrations in complement activation and oxidative damage in IPF patients and provides haptoglobin-related protein as a new candidate biomarker of IPF.
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Hernandez DM, Kang JH, Choudhury M, Andrianifahanana M, Yin X, Limper AH, Leof EB. IPF pathogenesis is dependent upon TGFβ induction of IGF-1. FASEB J 2020; 34:5363-5388. [PMID: 32067272 PMCID: PMC7136152 DOI: 10.1096/fj.201901719rr] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Revised: 02/03/2020] [Accepted: 02/05/2020] [Indexed: 12/13/2022]
Abstract
Pathogenic fibrotic diseases, including idiopathic pulmonary fibrosis (IPF), have some of the worst prognoses and affect millions of people worldwide. With unclear etiology and minimally effective therapies, two-thirds of IPF patients die within 2-5 years from this progressive interstitial lung disease. Transforming Growth Factor Beta (TGFβ) and insulin-like growth factor-1 (IGF-1) are known to promote fibrosis; however, myofibroblast specific upregulation of IGF-1 in the initiation and progression of TGFβ-induced fibrogenesis and IPF have remained unexplored. To address this, the current study (1) documents the upregulation of IGF-1 via TGFβ in myofibroblasts and fibrotic lung tissue, as well as its correlation with decreased pulmonary function in advanced IPF; (2) identifies IGF-1's C1 promoter as mediating the increase in IGF-1 transcription by TGFβ in pulmonary fibroblasts; (3) determines that SMAD2 and mTOR signaling are required for TGFβ-dependent Igf-1 expression in myofibroblasts; (4) demonstrates IGF-1R activation is essential to support TGFβ-driven profibrotic myofibroblast functions and excessive wound healing; and (5) establishes the effectiveness of slowing the progression of murine lung fibrosis with the IGF-1R inhibitor OSI-906. These findings expand our knowledge of IGF-1's role as a novel fibrotic-switch, bringing us one step closer to understanding the complex biological mechanisms responsible for fibrotic diseases and developing effective therapies.
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Affiliation(s)
- Danielle M. Hernandez
- Mayo Clinic Graduate School of Biomedical Sciences, Biochemistry & Molecular Biology Department, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA
- Thoracic Disease Research Unit, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic College of Medicine, Rochester, MN 55905, USA
- Current Address: Department of Neurosurgery, Masonic Cancer Center, University of Minnesota Twin Cities, Minneapolis, MN 55455, USA
| | - Jeong-Han Kang
- Thoracic Disease Research Unit, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic College of Medicine, Rochester, MN 55905, USA
- Current Address: Department of Laboratory Medicine and Pathology, Mayo Clinic College of Medicine, Rochester, MN 55905, USA
| | - Malay Choudhury
- Thoracic Disease Research Unit, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic College of Medicine, Rochester, MN 55905, USA
| | - Mahefatiana Andrianifahanana
- Thoracic Disease Research Unit, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic College of Medicine, Rochester, MN 55905, USA
| | - Xueqian Yin
- Thoracic Disease Research Unit, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic College of Medicine, Rochester, MN 55905, USA
- Current Address: Department of Molecular Medicine, Mayo Clinic College of Medicine, Rochester, MN 55905, USA
| | - Andrew H. Limper
- Thoracic Disease Research Unit, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic College of Medicine, Rochester, MN 55905, USA
| | - Edward B. Leof
- Thoracic Disease Research Unit, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic College of Medicine, Rochester, MN 55905, USA
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35
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Williams SA, Kivimaki M, Langenberg C, Hingorani AD, Casas JP, Bouchard C, Jonasson C, Sarzynski MA, Shipley MJ, Alexander L, Ash J, Bauer T, Chadwick J, Datta G, DeLisle RK, Hagar Y, Hinterberg M, Ostroff R, Weiss S, Ganz P, Wareham NJ. Plasma protein patterns as comprehensive indicators of health. Nat Med 2019; 25:1851-1857. [PMID: 31792462 PMCID: PMC6922049 DOI: 10.1038/s41591-019-0665-2] [Citation(s) in RCA: 215] [Impact Index Per Article: 43.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Accepted: 10/23/2019] [Indexed: 12/31/2022]
Abstract
Proteins are effector molecules that mediate the functions of genes1,2 and modulate comorbidities3-10, behaviors and drug treatments11. They represent an enormous potential resource for personalized, systemic and data-driven diagnosis, prevention, monitoring and treatment. However, the concept of using plasma proteins for individualized health assessment across many health conditions simultaneously has not been tested. Here, we show that plasma protein expression patterns strongly encode for multiple different health states, future disease risks and lifestyle behaviors. We developed and validated protein-phenotype models for 11 different health indicators: liver fat, kidney filtration, percentage body fat, visceral fat mass, lean body mass, cardiopulmonary fitness, physical activity, alcohol consumption, cigarette smoking, diabetes risk and primary cardiovascular event risk. The analyses were prospectively planned, documented and executed at scale on archived samples and clinical data, with a total of ~85 million protein measurements in 16,894 participants. Our proof-of-concept study demonstrates that protein expression patterns reliably encode for many different health issues, and that large-scale protein scanning12-16 coupled with machine learning is viable for the development and future simultaneous delivery of multiple measures of health. We anticipate that, with further validation and the addition of more protein-phenotype models, this approach could enable a single-source, individualized so-called liquid health check.
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Affiliation(s)
| | - Mika Kivimaki
- Department of Epidemiology and Public Health, University College London, London, UK
| | | | - Aroon D Hingorani
- Institute of Cardiovascular Science, University College London, London, UK
- University College London, British Heart Foundation Research Accelerator, London, UK
- Health Data Research UK, London, UK
| | - J P Casas
- Massachusetts Veterans Epidemiology and Research Information Center, Veterans Affairs Boston Healthcare System, Boston, MA, USA
| | - Claude Bouchard
- Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, LA, USA
| | - Christian Jonasson
- HUNT Research Center and K. G. Jebsen Center for Genetic Epidemiology, Faculty of Medicine and Health Sciences, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
| | - Mark A Sarzynski
- Department of Exercise Science, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Martin J Shipley
- Department of Epidemiology and Public Health, University College London, London, UK
| | | | | | | | | | | | | | | | | | | | | | - Peter Ganz
- Division of Cardiology, Center of Excellence in Vascular Research, Zuckerberg San Francisco General Hospital, University of California San Francisco, San Francisco, CA, USA
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Peripheral blood proteomic profiling of idiopathic pulmonary fibrosis biomarkers in the multicentre IPF-PRO Registry. Respir Res 2019; 20:227. [PMID: 31640794 PMCID: PMC6805665 DOI: 10.1186/s12931-019-1190-z] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Accepted: 09/20/2019] [Indexed: 01/28/2023] Open
Abstract
Background Idiopathic pulmonary fibrosis (IPF) is a progressive lung disease for which diagnosis and management remain challenging. Defining the circulating proteome in IPF may identify targets for biomarker development. We sought to quantify the circulating proteome in IPF, determine differential protein expression between subjects with IPF and controls, and examine relationships between protein expression and markers of disease severity. Methods This study involved 300 patients with IPF from the IPF-PRO Registry and 100 participants without known lung disease. Plasma collected at enrolment was analysed using aptamer-based proteomics (1305 proteins). Linear regression was used to determine differential protein expression between participants with IPF and controls and associations between protein expression and disease severity measures (percent predicted values for forced vital capacity [FVC] and diffusion capacity of the lung for carbon monoxide [DLco]; composite physiologic index [CPI]). Multivariable models were fit to select proteins that best distinguished IPF from controls. Results Five hundred fifty one proteins had significantly different levels between IPF and controls, of which 47 showed a |log2(fold-change)| > 0.585 (i.e. > 1.5-fold difference). Among the proteins with the greatest difference in levels in patients with IPF versus controls were the glycoproteins thrombospondin 1 and von Willebrand factor and immune-related proteins C-C motif chemokine ligand 17 and bactericidal permeability-increasing protein. Multivariable classification modelling identified nine proteins that, when considered together, distinguished IPF versus control status with high accuracy (area under receiver operating curve = 0.99). Among participants with IPF, 14 proteins were significantly associated with FVC % predicted, 23 with DLco % predicted, 14 with CPI. Four proteins (roundabout homolog-2, spondin-1, polymeric immunoglobulin receptor, intercellular adhesion molecule 5) demonstrated the expected relationship across all three disease severity measures. When considered in pathways analyses, proteins associated with the presence or severity of IPF were enriched in pathways involved in platelet and haemostatic responses, vascular or platelet derived growth factor signalling, immune activation, and extracellular matrix organisation. Conclusions Patients with IPF have a distinct circulating proteome and can be distinguished using a nine-protein profile. Several proteins strongly associate with disease severity. The proteins identified may represent biomarker candidates and implicate pathways for further investigation. Trial registration ClinicalTrials.gov (NCT01915511).
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37
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O’Dwyer DN, Ashley SL, Gurczynski SJ, Xia M, Wilke C, Falkowski NR, Norman KC, Arnold KB, Huffnagle GB, Salisbury ML, Han MK, Flaherty KR, White ES, Martinez FJ, Erb-Downward JR, Murray S, Moore BB, Dickson RP. Lung Microbiota Contribute to Pulmonary Inflammation and Disease Progression in Pulmonary Fibrosis. Am J Respir Crit Care Med 2019; 199:1127-1138. [PMID: 30789747 PMCID: PMC6515865 DOI: 10.1164/rccm.201809-1650oc] [Citation(s) in RCA: 166] [Impact Index Per Article: 33.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Accepted: 02/21/2019] [Indexed: 12/20/2022] Open
Abstract
Rationale: Idiopathic pulmonary fibrosis (IPF) causes considerable global morbidity and mortality, and its mechanisms of disease progression are poorly understood. Recent observational studies have reported associations between lung dysbiosis, mortality, and altered host defense gene expression, supporting a role for lung microbiota in IPF. However, the causal significance of altered lung microbiota in disease progression is undetermined. Objectives: To examine the effect of microbiota on local alveolar inflammation and disease progression using both animal models and human subjects with IPF. Methods: For human studies, we characterized lung microbiota in BAL fluid from 68 patients with IPF. For animal modeling, we used a murine model of pulmonary fibrosis in conventional and germ-free mice. Lung bacteria were characterized using 16S rRNA gene sequencing with novel techniques optimized for low-biomass sample load. Microbiota were correlated with alveolar inflammation, measures of pulmonary fibrosis, and disease progression. Measurements and Main Results: Disruption of the lung microbiome predicts disease progression, correlates with local host inflammation, and participates in disease progression. In patients with IPF, lung bacterial burden predicts fibrosis progression, and microbiota diversity and composition correlate with increased alveolar profibrotic cytokines. In murine models of fibrosis, lung dysbiosis precedes peak lung injury and is persistent. In germ-free animals, the absence of a microbiome protects against mortality. Conclusions: Our results demonstrate that lung microbiota contribute to the progression of IPF. We provide biological plausibility for the hypothesis that lung dysbiosis promotes alveolar inflammation and aberrant repair. Manipulation of lung microbiota may represent a novel target for the treatment of IPF.
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Affiliation(s)
- David N. O’Dwyer
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, and
| | - Shanna L. Ashley
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, and
| | - Stephen J. Gurczynski
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, and
| | - Meng Xia
- Department of Biostatistics, School of Public Health, and
| | - Carol Wilke
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, and
| | - Nicole R. Falkowski
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, and
| | - Katy C. Norman
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan
| | - Kelly B. Arnold
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan
| | - Gary B. Huffnagle
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, and
- Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, Michigan
| | - Margaret L. Salisbury
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, and
| | - MeiLan K. Han
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, and
| | - Kevin R. Flaherty
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, and
| | - Eric S. White
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, and
| | - Fernando J. Martinez
- Department of Internal Medicine, Weill Cornell School of Medicine, New York, New York; and
| | - John R. Erb-Downward
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, and
| | - Susan Murray
- Department of Biostatistics, School of Public Health, and
| | - Bethany B. Moore
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, and
- Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, Michigan
| | - Robert P. Dickson
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, and
- Michigan Center for Integrative Research in Critical Care, Ann Arbor, Michigan
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Ammar R, Sivakumar P, Jarai G, Thompson JR. A robust data-driven genomic signature for idiopathic pulmonary fibrosis with applications for translational model selection. PLoS One 2019; 14:e0215565. [PMID: 30998768 PMCID: PMC6472794 DOI: 10.1371/journal.pone.0215565] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Accepted: 04/04/2019] [Indexed: 12/16/2022] Open
Abstract
Idiopathic pulmonary fibrosis (IPF) is a chronic and progressive lung disease affecting ~5 million people globally. We have constructed an accurate model of IPF disease status using elastic net regularized regression on clinical gene expression data. Leveraging whole transcriptome microarray data from 230 IPF and 89 control samples from Yang et al. (2013), sourced from the Lung Tissue Research Consortium (LTRC) and National Jewish Health (NJH) cohorts, we identify an IPF gene expression signature. We performed optimal feature selection to reduce the number of transcripts required by our model to a parsimonious set of 15. This signature enables our model to accurately separate IPF patients from controls. Our model outperforms existing published models when tested with multiple independent clinical cohorts. Our study underscores the utility of elastic nets for gene signature/panel selection which can be used for the construction of a multianalyte biomarker of disease. We also filter the gene sets used for model input to construct a model reliant on secreted proteins. Using this approach, we identify the preclinical bleomycin rat model that is most congruent with human disease at day 21 post-bleomycin administration, contrasting with earlier timepoints suggested by other studies.
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Affiliation(s)
- Ron Ammar
- Translational Bioinformatics, Translational Medicine, Bristol-Myers Squibb, Princeton, NJ, United States of America
- * E-mail:
| | - Pitchumani Sivakumar
- Fibrosis, Translational Research & Development, Bristol-Myers Squibb, Princeton, NJ, United States of America
| | - Gabor Jarai
- Fibrosis, Translational Research & Development, Bristol-Myers Squibb, Princeton, NJ, United States of America
| | - John Ryan Thompson
- Translational Bioinformatics, Translational Medicine, Bristol-Myers Squibb, Princeton, NJ, United States of America
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Norman KC, Freeman CM, Bidthanapally NS, Han MK, Martinez FJ, Curtis JL, Arnold KB. Inference of Cellular Immune Environments in Sputum and Peripheral Blood Associated with Acute Exacerbations of COPD. Cell Mol Bioeng 2019; 12:165-177. [PMID: 31719907 DOI: 10.1007/s12195-019-00567-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Accepted: 03/06/2019] [Indexed: 12/20/2022] Open
Abstract
Introduction Chronic obstructive pulmonary disease (COPD) is the fourth leading cause of death in the United States, with high associated costs. Most of the cost burden results from acute exacerbations of COPD (AE-COPD), events associated with heightened symptoms and mortality. Cellular mechanisms underlying AE-COPD are poorly understood, likely because they arise from dysregulation of complex immune networks across multiple tissue compartments. Methods To gain systems-level insight into cellular environments relevant to exacerbation, we applied data-driven modeling approaches to measurements of immune factors (cytokines and flow cytometry) measured previously in two different human tissue environments (sputum and peripheral blood) during the stable and exacerbated state. Results Using partial least squares discriminant analysis, we identified a unique signature of cytokines in serum that differentiated stable and AE-COPD better than individual measurements. Furthermore, we found that models integrating data across tissue compartments (serum and sputum) trended towards being more accurate. The resulting paracrine signature defining AE-COPD events combined elevations of proteins associated with cell adhesion (sVCAM-1, sICAM-1) and increased levels of neutrophils and dendritic cells in blood with elevated chemoattractants (IP-10 and MCP-2) in sputum. Conclusions Our results supported a new hypothesis that AE-COPD is driven by immune cell trafficking into the lung, which requires expression of cell adhesion molecules and raised levels of innate immune cells in blood, with parallel upregulated expression of specific chemokines in pulmonary tissue. Overall, this work serves as a proof-of-concept for using data-driven modeling approaches to generate new insights into cellular processes involved in complex pulmonary diseases.
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Affiliation(s)
- Katy C Norman
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109 USA
| | - Christine M Freeman
- Division of Pulmonary & Critical Care, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109 USA.,Research Service, VA Ann Arbor Healthcare System, Ann Arbor, MI 48105 USA.,Graduate Program in Immunology, Rackham Graduate School, University of Michigan, Ann Arbor, MI 48109 USA
| | - Neha S Bidthanapally
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109 USA
| | - MeiLan K Han
- Division of Pulmonary & Critical Care, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109 USA
| | - Fernando J Martinez
- Joan & Sanford I. Weill Department of Medicine, Division of Pulmonary & Critical Care Medicine, Weill Cornell Medical College, New York, NY 10065 USA
| | - Jeffrey L Curtis
- Division of Pulmonary & Critical Care, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109 USA.,Graduate Program in Immunology, Rackham Graduate School, University of Michigan, Ann Arbor, MI 48109 USA.,Medicine Service, Pulmonary & Critical Care Section, VA Ann Arbor Healthcare System, Ann Arbor, MI 48105 USA
| | - Kelly B Arnold
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109 USA
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The Role of Immunity and Inflammation in IPF Pathogenesis. Respir Med 2019. [PMCID: PMC7120022 DOI: 10.1007/978-3-319-99975-3_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
IPF is thought to be a consequence of repetitive micro-injury to ageing alveolar epithelium by factors including tobacco smoke, environmental exposures, microbial colonisation/infection, microaspiration, endoplasmic reticulum stress and oxidative stress, with resultant aberrant wound healing. Though partially effective antifibrotic therapies have focused attention away from older inflammation-based hypotheses for IPF pathogenesis, innate and adaptive immune cells and processes may play roles potentially in initiation and/or disease progression in IPF and/or in IPF acute exacerbations, based on multiple lines of evidence. Members of the Toll-like family of innate immune receptors have been implicated in IPF pathogenesis, including a potential modulatory role for the lung microbiome. A variety of chemokines are associated with the presence of IPF, and an imbalance of angiogenic chemokines has been linked to vascular remodelling in the disease. Subsets of circulating monocytes, including fibrocytes and segregated-nucleus-containing atypical monocytes (SatM), have been identified that may facilitate progression of fibrosis, and apoptosis-resistant pulmonary macrophages have been shown to demonstrate pro-fibrotic potential. Inflammatory cells that have been somewhat dismissed as irrelevant to IPF pathogenesis are being re-evaluated in light of new mechanistic data, such as activated neutrophils which release their chromatin in a process termed NETosis, which appears to mediate age-related murine lung fibrosis. A greater understanding is needed of the role of lymphoid aggregates, a histologic feature of IPF lungs found in close proximity to fibroblastic foci and highly suggestive of the presence of chronic immune responses in IPF, as are well-characterised activated circulating T lymphocytes and distinct autoantibodies that have been observed in IPF. There is a pressing need to discern whether or not the indisputably present immune dysregulation of IPF constitutes cause or effect in the ongoing search for more effective therapeutic strategies.
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Sandbo N. Mechanisms of Fibrosis in IPF. Respir Med 2019. [DOI: 10.1007/978-3-319-99975-3_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Norman KC, Moore BB, Arnold KB, O’Dwyer DN. Proteomics: Clinical and research applications in respiratory diseases. Respirology 2018; 23:993-1003. [PMID: 30105802 PMCID: PMC6234509 DOI: 10.1111/resp.13383] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Revised: 07/05/2018] [Accepted: 07/19/2018] [Indexed: 12/27/2022]
Abstract
The proteome is the study of the protein content of a definable component of an organism in biology. However, the tissue-specific expression of proteins and the varied post-translational modifications, splice variants and protein-protein complexes that may form, make the study of protein a challenging yet vital tool in answering many of the unanswered questions in medicine and biology to date. Indeed, the spatial, temporal and functional composition of proteins in the human body has proven difficult to elucidate for many years. Given the effect of microRNA and epigenetic regulation on silencing and enhancing gene transcription, the study of protein arguably provides more accurate information on homeostasis and perturbation in health and disease. There have been significant advances in the field of proteomics in recent years, with new technologies and platforms available to the research community. In this review, we briefly discuss some of these new technologies and developments in the context of respiratory disease. We also discuss the types of data science approaches to analyses and interpretation of the large volumes of data generated in proteomic studies. We discuss the application of these technologies with regard to respiratory disease and highlight the potential for proteomics in generating major advances in the understanding of respiratory pathophysiology into the future.
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Affiliation(s)
- Katy C. Norman
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, USA
| | - Bethany B. Moore
- Department of Internal Medicine, Division of Pulmonary and Critical Care Medicine, University of Michigan Medical School, Ann Arbor, USA
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, USA
| | - Kelly B. Arnold
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, USA
| | - David N. O’Dwyer
- Department of Internal Medicine, Division of Pulmonary and Critical Care Medicine, University of Michigan Medical School, Ann Arbor, USA
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Synergy of Paracrine Signaling During Early-Stage Mouse Ovarian Follicle Development In Vitro. Cell Mol Bioeng 2018; 11:435-450. [PMID: 31719893 DOI: 10.1007/s12195-018-0545-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Accepted: 07/20/2018] [Indexed: 10/28/2022] Open
Abstract
Introduction Paracrine signals, such as soluble cytokines and extracellular matrix cues, are essential for the survival and development of multicellular ovarian follicles. While it is well established that hydrogel-based culture systems successfully support the growth of late-stage follicles for fertility preservation, growing small, early-stage ovarian follicles still proves to be challenging. We hypothesized that paracrine factors secreted from neighboring follicles may be crucial for improving the survival of early-stage follicles in vitro. Methods To test our hypothesis, we investigated the bi-directional crosstalk of the paracrine signals, such as cell-secreted cytokines, sex hormones and transcription factors (TFs), in follicles encapsulated and cultured for 12 days in alginate in groups of five (5×) and ten (10×). Results The differential profiles of TF activity and secretome during folliculogenesis were analyzed using TRanscriptional Activity CEllular aRray (TRACER) and data-driven multivariate modeling approach. The mechano- and oxygen-responsive TFs, NF-κB and HIF1, exhibited a unique upregulation signature in 10× follicles. Consistently, levels of proangiogenic factors, such as VEGF-A and angiopoietin-2, were significantly higher in 10× follicles than those in 5× follicles, reaching 269.77 and 242.82 pg/mL on the last day of culture. The analysis of TRACER and secreted cytokines also revealed critical early interactions between cytokines and TFs, correlating with the observed phenotypical and functional differences between conditions. Conclusions We identified unique signatures of synergism during successful early-stage ovarian follicle development. These findings bring us closer to understanding of mechanisms underlying the downstream effects of interactions between the extracellular microenvironment and early-stage folliculogenesis in vitro.
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Gibbons MA, Scotton CJ. Delving Deep into the Proteome of Lung Fibrosis Brings Plasma Cells to the Surface. Am J Respir Crit Care Med 2017; 196:1238-1240. [PMID: 28696776 DOI: 10.1164/rccm.201706-1186ed] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Michael A Gibbons
- 1 Institute of Biomedical and Clinical Science University of Exeter Medical School Exeter, United Kingdom and.,2 Respiratory Department Royal Devon and Exeter NHS Foundation Trust Exeter, United Kingdom
| | - Chris J Scotton
- 1 Institute of Biomedical and Clinical Science University of Exeter Medical School Exeter, United Kingdom and
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Wermuth PJ, Piera-Velazquez S, Jimenez SA. Identification of novel systemic sclerosis biomarkers employing aptamer proteomic analysis. Rheumatology (Oxford) 2017; 57:1698-1706. [DOI: 10.1093/rheumatology/kex404] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Indexed: 12/17/2022] Open
Affiliation(s)
- Peter J Wermuth
- Jefferson Institute of Molecular Medicine and The Scleroderma Center, Thomas Jefferson University, Philadelphia, PA, USA
| | - Sonsoles Piera-Velazquez
- Jefferson Institute of Molecular Medicine and The Scleroderma Center, Thomas Jefferson University, Philadelphia, PA, USA
| | - Sergio A Jimenez
- Jefferson Institute of Molecular Medicine and The Scleroderma Center, Thomas Jefferson University, Philadelphia, PA, USA
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O'Dwyer DN, Moore BB. The role of periostin in lung fibrosis and airway remodeling. Cell Mol Life Sci 2017; 74:4305-4314. [PMID: 28918442 DOI: 10.1007/s00018-017-2649-z] [Citation(s) in RCA: 89] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2017] [Accepted: 09/04/2017] [Indexed: 12/14/2022]
Abstract
Periostin is a protein that plays a key role in development and repair within the biological matrix of the lung. As a matricellular protein that does not contribute to extracellular matrix structure, periostin interacts with other extracellular matrix proteins to regulate the composition of the matrix in the lung and other organs. In this review, we discuss the studies exploring the role of periostin to date in chronic respiratory diseases, namely asthma and idiopathic pulmonary fibrosis. Asthma is a major health problem globally affecting millions of people worldwide with significant associated morbidity and mortality. Periostin is highly expressed in the lungs of asthmatic patients, contributes to mucus secretion, airway fibrosis and remodeling and is recognized as a biomarker of Th2 high inflammation. Idiopathic pulmonary fibrosis is a fatal interstitial lung disease characterized by progressive aberrant fibrosis of the lung matrix and respiratory failure. It predominantly affects adults over 50 years of age and its incidence is increasing worldwide. Periostin is also highly expressed in the lungs of idiopathic pulmonary fibrosis patients. Serum levels of periostin may predict clinical progression in this disease and periostin promotes myofibroblast differentiation and type 1 collagen production to contribute to aberrant lung fibrosis. Studies to date suggest that periostin is a key player in several pathogenic mechanisms within the lung and may provide us with a useful biomarker of clinical progression in both asthma and idiopathic pulmonary fibrosis.
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Affiliation(s)
- David N O'Dwyer
- Department of Internal Medicine, Division of Pulmonary and Critical Care Medicine, University of Michigan, 4053 BSRB, 109 Zina Pitcher Place, Ann Arbor, MI, 48109-2200, USA
| | - Bethany B Moore
- Department of Internal Medicine, Division of Pulmonary and Critical Care Medicine, University of Michigan, 4053 BSRB, 109 Zina Pitcher Place, Ann Arbor, MI, 48109-2200, USA. .,Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI, USA.
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