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Sand JMB, Jessen H, Leeming DJ, Yu S, Lee CJ, Hu B, Sun Y, Adams T, Pivarnik T, Liu A, Woo S, McGovern JR, Fiorini V, Saber T, Higuero-Sevilla JP, Gulati M, Kaminski N, Damsky W, Shaw AC, Mohanty S, Goobie G, Zhang Y, Herzog EL, Ryu C. Plasma collagen neoepitopes are associated with multiorgan disease in the ACCESS and GRADS sarcoidosis cohorts. Thorax 2024; 79:1136-1144. [PMID: 39117421 DOI: 10.1136/thorax-2023-221095] [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: 10/17/2023] [Accepted: 07/14/2024] [Indexed: 08/10/2024]
Abstract
INTRODUCTION The pathogenesis of sarcoidosis involves tissue remodelling mediated by the accumulation of abnormal extracellular matrix, which is partly the result of an imbalance in collagen synthesis, cross-linking and degradation. During this process, collagen fragments or neoepitopes, are released into the circulation. The significance of these circulating collagen neoepitopes in sarcoidosis remains unknown. METHODS We employed plasma samples from patients with sarcoidosis enrolled in A Case Control Etiologic Study of Sarcoidosis (ACCESS) and Genomic Research in Alpha-1 Antitrypsin Deficiency and Sarcoidosis (GRADS), and healthy control patients recruited from the Yale community. Plasma concentrations of type III and VI collagen degradation (C3M and C6M) and formation (PRO-C3 and PRO-C6) were quantified via neoepitope-specific competitive ELISA, and statistical associations were sought with clinical phenotypes. RESULTS Relative to healthy controls, the plasma of both sarcoidosis cohorts was enriched for C3M and C6M, irrespective of corticosteroid use and disease duration. While circulating collagen neoepitopes were independent of Scadding stage, there was a significant association between multiorgan disease and PRO-C3, PRO-C6 and C3M in the ACCESS cohort; PRO-C3 and C6M displayed this property in GRADS. These findings were unrelated to plasma levels of interleukin-4 (IL-4), IL-5, IL-6, IL-9, IL-10 and IL-13. Moreover, PRO-C3 was associated with dermatological disease in both cohorts. DISCUSSION In two well-characterised sarcoidosis cohorts, we discovered that the plasma is enriched for neoepitopes of collagen degradation (C3M and C6M). In multiorgan disease, there was an association with circulating neoepitopes of type III formation (PRO-C3), perhaps mediated by dermatological sarcoidosis. Further investigation in this arena has the potential to foster new insights into the pathogenic mechanisms of this complex disease.
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Affiliation(s)
| | | | | | - Sheeline Yu
- Yale School of Medicine, New Haven, Connecticut, USA
| | - Chris J Lee
- Yale School of Medicine, New Haven, Connecticut, USA
| | - Buqu Hu
- Yale School of Medicine, New Haven, Connecticut, USA
| | - Ying Sun
- Yale School of Medicine, New Haven, Connecticut, USA
| | - Taylor Adams
- Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | | | - Angela Liu
- Yale School of Medicine, New Haven, Connecticut, USA
| | - Samuel Woo
- Yale School of Medicine, New Haven, Connecticut, USA
| | | | | | - Tina Saber
- Yale School of Medicine, New Haven, Connecticut, USA
| | | | - Mridu Gulati
- Yale School of Medicine, New Haven, Connecticut, USA
| | | | | | - Albert C Shaw
- Infectious Disease, Yale School of Medicine, New Haven, Connecticut, USA
| | - Subhasis Mohanty
- Infectious Disease, Yale School of Medicine, New Haven, Connecticut, USA
| | - Gillian Goobie
- University of Pittsburgh Medical Center Health System, Pittsburgh, Pennsylvania, USA
- The University of British Columbia, Vancouver, British Columbia, Canada
| | - Yingze Zhang
- Pulmonary, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Changwan Ryu
- Medicine, Yale School of Medicine, New Haven, Connecticut, USA
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Yeung V, Boychev N, Kanu LN, Ng V, Ross AE, Hutcheon AEK, Ciolino JB. Proteomic Characterization of Corneal Epithelial and Stromal Cell-Derived Extracellular Vesicles. Int J Mol Sci 2024; 25:10338. [PMID: 39408670 PMCID: PMC11477500 DOI: 10.3390/ijms251910338] [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: 08/09/2024] [Revised: 09/20/2024] [Accepted: 09/24/2024] [Indexed: 10/20/2024] Open
Abstract
Communication between the different layers of the cornea (epithelium and stroma) is a complex, yet crucial element in the corneal healing process. Upon corneal injury, it has been reported that the bi-directional cross talk between the epithelium and stroma via the vesicular secretome, namely, extracellular vesicles (EVs), can lead to accelerated wound closure upon injury. However, the distinct protein markers of EVs derived from human corneal epithelial (HCE) cells, keratocytes (HCKs), fibroblasts (HCFs), and myofibroblasts (HCMs) remain poorly understood. All EVs were enriched for CD81 and showed increased expression levels of ITGAV and FN1 in HCM-EVs compared to HCE- and HCF-EVs. All EVs were negative for GM130 and showed minimal differences in biophysical properties (particle concentration, median particle size, and zeta potential). At the proteomic level, we show that HCM-EVs are enriched with proteins associated with fibrosis pathways, such as COL6A1, COL6A2, MMP1, MMP2, TIMP1, and TIMP2, compared to HCE-, HCK-, and HCF-EVs. Interestingly, HCE-EVs express proteins involved with the EIF-2 signaling pathway (stress-induced signals to regulate mRNA translation), such as RPS21, RALB, EIF3H, RALA, and others, compared to HCK-, HCF-, and HCM-EVs. In this study, we isolated EVs from cell-conditioned media from HCE, HCKs, HCFs, and HCMs and characterized their biophysical and protein composition by Western blot, nanoparticle tracking analysis, and proteomics. This study supports the view that EVs from the corneal epithelium and stroma have a distinct molecular composition and may provide novel protein markers to distinguish the difference between HCE-, HCK-, HCF-, and HCM-EVs.
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Affiliation(s)
- Vincent Yeung
- Department of Ophthalmology, Schepens Eye Research Institute of Mass Eye and Ear, Harvard Medical School, Boston, MA 02114, USA; (N.B.); (L.N.K.); (V.N.); (A.E.R.); (A.E.K.H.); (J.B.C.)
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Prior TS, Hoyer N, Davidsen JR, Shaker SB, Hundahl MP, Lomholt S, Deleuran BW, Bendstrup E, Kragstrup TW. Fibroblast activation protein and disease severity, progression, and survival in idiopathic pulmonary fibrosis. Scand J Immunol 2024; 100:e13392. [PMID: 38849304 DOI: 10.1111/sji.13392] [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: 02/09/2024] [Revised: 05/13/2024] [Accepted: 05/17/2024] [Indexed: 06/09/2024]
Abstract
Idiopathic pulmonary fibrosis (IPF) is characterized by progressive fibrosis in the lungs. Activated fibroblasts play a central role in fibrogenesis and express fibroblast activation protein α. A truncated, soluble form (sFAP) can be measured in blood and is a potential novel biomarker of disease activity. The aim was to study the association between sFAP and clinical, radiological, and histopathological measures of disease severity, progression, and survival in a prospective, multicentre, real-world cohort of patients with IPF. Patients with IPF were recruited from the tertiary interstitial lung disease centres in Denmark and followed for up to 3 years. Baseline serum levels of sFAP were measured by ELISA in patients with IPF and compared to healthy controls. Pulmonary function tests, 6-minute walk test and quality of life measures were performed at baseline and during follow-up. The study included 149 patients with IPF. Median sFAP in IPF was 49.6 ng/mL (IQR: 43.1-61.6 ng/mL) and in healthy controls 73.8 ng/mL (IQR: 62.1-92.0 ng/mL). Continuous sFAP was not associated with disease severity, progression or survival (p > 0.05). After dichotomization of sFAP below or above mean sFAP + 2 SD for healthy controls, higher levels of sFAP were associated with lower FVC % predicted during follow-up (p < 0.01). Higher than normal serum levels of sFAP were associated with longitudinal changes in FVC % predicted, but sFAP did not show clear associations with other baseline or longitudinal parameters. As such, sFAP has limited use as a biomarker of disease progression or survival in patients with IPF.
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Affiliation(s)
- Thomas Skovhus Prior
- Department of Respiratory Diseases and Allergy, Center for Rare Lung Diseases, Aarhus University Hospital, Aarhus N, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Nils Hoyer
- Department of Respiratory Medicine, Herlev and Gentofte University Hospital, Hellerup, Denmark
| | - Jesper Rømhild Davidsen
- Department of Respiratory Medicine, South Danish Center for Interstitial Lung Diseases (SCILS), Odense University Hospital, Odense, Denmark
| | - Saher Burhan Shaker
- Department of Respiratory Medicine, Herlev and Gentofte University Hospital, Hellerup, Denmark
| | | | - Søren Lomholt
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Bent Winding Deleuran
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
- Department of Rheumatology, Aarhus University Hospital, Aarhus N, Denmark
| | - Elisabeth Bendstrup
- Department of Respiratory Diseases and Allergy, Center for Rare Lung Diseases, Aarhus University Hospital, Aarhus N, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Tue Wenzel Kragstrup
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
- Department of Rheumatology, Aarhus University Hospital, Aarhus N, Denmark
- Diagnostic Center, Regional Hospital Silkeborg, Silkeborg, Denmark
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Bartold K, Iskierko Z, Sharma PS, Lin HY, Kutner W. Idiopathic pulmonary fibrosis (IPF): Diagnostic routes using novel biomarkers. Biomed J 2024; 47:100729. [PMID: 38657859 PMCID: PMC11340561 DOI: 10.1016/j.bj.2024.100729] [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: 11/28/2023] [Revised: 03/19/2024] [Accepted: 04/14/2024] [Indexed: 04/26/2024] Open
Abstract
Idiopathic pulmonary fibrosis (IPF) diagnosis is still the diagnosis of exclusion. Differentiating from other forms of interstitial lung diseases (ILDs) is essential, given the various therapeutic approaches. The IPF course is now unpredictable for individual patients, although some genetic factors and several biomarkers have already been associated with various IPF prognoses. Since its early stages, IPF may be asymptomatic, leading to a delayed diagnosis. The present review critically examines the recent literature on molecular biomarkers potentially useful in IPF diagnostics. The examined biomarkers are grouped into breath and sputum biomarkers, serologically assessed extracellular matrix neoepitope markers, and oxidative stress biomarkers in lung tissue. Fibroblasts and complete blood count have also gained recent interest in that respect. Although several biomarker candidates have been profiled, there has yet to be a single biomarker that proved specific to the IPF disease. Nevertheless, various IPF biomarkers have been used in preclinical and clinical trials to verify their predictive and monitoring potential.
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Affiliation(s)
- Katarzyna Bartold
- Institute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland
| | - Zofia Iskierko
- Institute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland
| | | | - Hung-Yin Lin
- Department of Chemical and Materials Engineering, National University of Kaohsiung, Taiwan
| | - Wlodzimierz Kutner
- Institute of Physical Chemistry, Polish Academy of Sciences, Warsaw, Poland; Faculty of Mathematics and Natural Sciences, School of Sciences, Cardinal Stefan Wyszynski University in Warsaw, Warsaw, Poland.
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Maher TM, Jenkins RG, Cottin V, Nishioka Y, Noth I, Selman M, Song JW, Ittrich C, Diefenbach C, Stowasser S, White ES. Circulating biomarkers and progression of idiopathic pulmonary fibrosis: data from the INMARK trial. ERJ Open Res 2024; 10:00335-2023. [PMID: 39040590 PMCID: PMC11261372 DOI: 10.1183/23120541.00335-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 03/16/2024] [Indexed: 07/24/2024] Open
Abstract
Background We used data from the INMARK trial to investigate associations between circulating biomarkers of extracellular matrix (ECM) turnover, inflammation and epithelial dysfunction and disease progression in subjects with idiopathic pulmonary fibrosis (IPF). Methods Subjects with IPF and forced vital capacity (FVC) ≥80% predicted were randomised 1:2 to receive nintedanib 150 mg twice daily or placebo for 12 weeks followed by open-label nintedanib for 40 weeks. Associations between baseline biomarker levels and the proportion of subjects with disease progression (decline in FVC ≥10% predicted or death) over 52 weeks were assessed in subjects randomised to placebo using logistic regression. Associations between baseline demographic/clinical characteristics and biomarker levels and disease progression over 52 weeks were analysed using multivariate models. Results Of 230 subjects who received placebo for 12 weeks then open-label nintedanib for 40 weeks, 70 (30.4%) had disease progression over 52 weeks. Baseline levels of CRPM (C-reactive protein (CRP) degraded by matrix metalloproteinase (MMP)-1/8), C3M (collagen 3 degraded by MMP-9), CRP, KL-6 (Krebs von den Lungen-6) and SP-D (surfactant protein D) were not significantly associated with disease progression over 52 weeks in analyses corrected for multiple comparisons. In models including only baseline demographic/clinical characteristics, 61.2-64.2% of subjects were correctly classified as having or not having disease progression over 52 weeks. When both demographic/clinical characteristics and biomarker levels were included in the models, 50.0-64.5% of the test set were correctly classified. Conclusions Among subjects with IPF and preserved FVC, multivariate models based on demographic/clinical characteristics and biomarker levels at baseline did not provide an accurate prediction of which patients would progress.
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Affiliation(s)
- Toby M. Maher
- National Heart and Lung Institute, Imperial College London, London, UK
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - R. Gisli Jenkins
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Vincent Cottin
- National Reference Coordinating Centre for Rare Pulmonary Diseases, Louis Pradel Hospital, Hospices Civils de Lyon, Claude Bernard University Lyon 1, UMR754, Lyon, France
| | - Yasuhiko Nishioka
- Graduate School of Biomedical Sciences, Tokushima University, Tokushima, Japan
| | - Imre Noth
- Division of Pulmonary and Critical Care Medicine, University of Virginia, Charlottesville, VA, USA
| | - Moisés Selman
- Instituto Nacional de Enfermedades Respiratorias “Ismael Cosio Villegas”, Mexico City, Mexico
| | - Jin Woo Song
- Department of Pulmonary and Critical Care Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Carina Ittrich
- Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riss, Germany
| | - Claudia Diefenbach
- Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riss, Germany
| | - Susanne Stowasser
- Boehringer Ingelheim International GmbH, Ingelheim am Rhein, Germany
| | - Eric S. White
- Boehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, CT, USA
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Madsen SF, Sand JMB, Juhl P, Karsdal M, Thudium CS, Siebuhr AS, Bay-Jensen AC. Fibroblasts are not just fibroblasts: clear differences between dermal and pulmonary fibroblasts' response to fibrotic growth factors. Sci Rep 2023; 13:9411. [PMID: 37296166 PMCID: PMC10256773 DOI: 10.1038/s41598-023-36416-6] [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: 02/20/2023] [Accepted: 06/03/2023] [Indexed: 06/12/2023] Open
Abstract
Systemic Sclerosis (SSc) hallmark is skin fibrosis, but up to 80% of the patients have fibrotic involvement in the pulmonary system. Antifibrotic drugs which have failed in a general SSc population have now been approved in patients with SSc-associated interstitial lung disease (ILD). This indicates that the fibrotic progression and regulation of fibroblasts likely depend on local factors specific to the tissue type. This study investigated the difference between dermal and pulmonary fibroblasts in a fibrotic setting, mimicking the extracellular matrix. Primary healthy fibroblasts were grown in a crowded environment and stimulated with TGF-β1 and PDGF-AB. The viability, morphology, migration capacity, extracellular matrix formation, and gene expression were assessed: TGF-β1 only increased the viability in the dermal fibroblasts. PDGF-AB increased the migration capacity of dermal fibroblasts while the pulmonary fibroblasts fully migrated. The morphology of the fibroblasts was different without stimulation. TGF-β1 increased the formation of type III collagen in pulmonary fibroblasts, while PDGF-AB increased it in dermal fibroblasts. The gene expression trend of type VI collagen was the opposite after PDGF-AB stimulation. The fibroblasts exhibit different response profiles to TGF-β1 and PDGF-AB; this suggests that drivers of fibrosis are tissue-dependent, which needs to be considered in drug development.
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Affiliation(s)
- Sofie Falkenløve Madsen
- Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark.
- Immunoscience, Nordic Bioscience, Herlev, Denmark.
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Hoffman ET, Uhl FE, Asarian L, Deng B, Becker C, Uriarte JJ, Downs I, Young B, Weiss DJ. Regional and disease specific human lung extracellular matrix composition. Biomaterials 2023; 293:121960. [PMID: 36580718 PMCID: PMC9868084 DOI: 10.1016/j.biomaterials.2022.121960] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 11/25/2022] [Accepted: 12/13/2022] [Indexed: 12/25/2022]
Abstract
Chronic lung diseases, such as chronic obstructive pulmonary disease (COPD) and idiopathic pulmonary fibrosis (IPF), are characterized by regional extracellular matrix (ECM) remodeling which contributes to disease progression. Previous proteomic studies on whole decellularized lungs have provided detailed characterization on the impact of COPD and IPF on total lung ECM composition. However, such studies are unable to determine the differences in ECM composition between individual anatomical regions of the lung. Here, we employ a post-decellularization dissection method to compare the ECM composition of whole decellularized lungs (wECM) and specific anatomical lung regions, including alveolar-enriched ECM (aECM), airway ECM (airECM), and vasculature ECM (vECM), between non-diseased (ND), COPD, and IPF human lungs. We demonstrate, using mass spectrometry, that individual regions possess a unique ECM signature characterized primarily by differences in collagen composition and basement-membrane associated proteins, including ECM glycoproteins. We further demonstrate that both COPD and IPF lead to alterations in lung ECM composition in a region-specific manner, including enrichment of type-III collagen and fibulin in IPF aECM. Taken together, this study provides methodology for future studies, including isolation of region-specific lung biomaterials, as well as a dataset that may be applied for the identification of novel ECM targets for therapeutics.
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Affiliation(s)
- Evan T. Hoffman
- Department of Medicine, Larner College of Medicine, University of Vermont, Burlington, VT, 05405, USA
| | - Franziska E. Uhl
- Department of Experimental Medical Science, Lund University, Lund, Sweden
- Wallenberg Centre for Molecular Medicine, Lund University, Lund, Sweden
| | - Loredana Asarian
- Department of Medicine, Larner College of Medicine, University of Vermont, Burlington, VT, 05405, USA
| | - Bin Deng
- Department of Biology, University of Vermont, Burlington, VT, 05405, USA
| | - Chloe Becker
- Department of Medicine, Larner College of Medicine, University of Vermont, Burlington, VT, 05405, USA
| | - Juan J. Uriarte
- Department of Physiology, College of Medicine, University of Kentucky, Lexington, KY, 40506, USA
| | - Isaac Downs
- Department of Medicine, Larner College of Medicine, University of Vermont, Burlington, VT, 05405, USA
| | - Brad Young
- Department of Medicine, Larner College of Medicine, University of Vermont, Burlington, VT, 05405, USA
| | - Daniel J. Weiss
- Department of Medicine, Larner College of Medicine, University of Vermont, Burlington, VT, 05405, USA
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Yan S, Peng Y, Wu Z, Lu H, Mo S, Chen X, Huang Y, Li X, Zhang W, Li Y. Human epididymis protein 4 (HE4) is a novel biomarker for fibrosis in IgG4-related disease and can predict poor prognosis. RMD Open 2022; 8:rmdopen-2022-002521. [PMID: 36167476 PMCID: PMC9516297 DOI: 10.1136/rmdopen-2022-002521] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Accepted: 09/09/2022] [Indexed: 11/04/2022] Open
Abstract
Objectives IgG4-related disease (IgG4-RD) is an immune-mediated fibroinflammatory disorder with heterogeneous manifestations. This study aimed to investigate the utility of human epididymis protein 4 (HE4) as a potential clinical biomarker of fibrosis in IgG4-RD. Methods Plasma HE4 levels were estimated in 136 patients with IgG4-RD and 73 healthy individuals (controls) by electrochemical luminescence. HE4 expression levels and the degree of fibrosis in pancreatic tissues from 15 patients with IgG4-RD and 10 controls were compared using immunohistochemistry and Masson trichrome staining. Correlation between HE4 levels and laboratory parameters was determined, and the efficacy of HE4 as a biomarker of fibrosis and prognosis in IgG4-RD was also evaluated. Results Plasma HE4 levels were significantly higher in patients with IgG4-RD compared with controls. Optimal HE4 cut-off value for identifying patients with IgG4-RD was determined to be 50.8 pmol/L with an AUC (area under curve) of 0.791. HE4 levels were positively correlated with diverse laboratory parameters, and indicators of organ function impairment. Additionally, HE4 was highly expressed in the affected organs in patients with IgG4-RD and its plasma levels were closely correlated with degree of fibrosis, indicating the utility of HE4 in assessing internal organ damage and fibrosis. Further analysis showed that patients in the HE4 high expression group had poor prognosis. Conclusions Our results demonstrate that HE4 can be used as a biomarker for IgG4-RD as it is correlated with diverse baseline clinical features, internal organ damage and degree of fibrosis in affected organs, and can predict poor prognosis.
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Affiliation(s)
- Songxin Yan
- Department of Clinical Laboratory, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Dongcheng District, Beijing, China
| | - Yu Peng
- Department of Rheumatology, State Key Laboratory of Complex Severe and Rare Diseases, National Clinical Research Center for Dermatologic and Immunologic Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Dongcheng District, Beijing, China
| | - Ziyan Wu
- Department of Clinical Laboratory, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Dongcheng District, Beijing, China
| | - Hui Lu
- Department of Rheumatology, State Key Laboratory of Complex Severe and Rare Diseases, National Clinical Research Center for Dermatologic and Immunologic Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Dongcheng District, Beijing, China
| | - Shengwei Mo
- Department of Pathology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Dongcheng District, Beijing, China
| | - Xianlong Chen
- Department of Pathology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Dongcheng District, Beijing, China
| | - Yuan Huang
- Department of Clinical Laboratory, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Dongcheng District, Beijing, China
| | - Xiaomeng Li
- Department of Clinical Laboratory, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Dongcheng District, Beijing, China.,Department of Medical Research Center, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Dongcheng District, Beijing, China
| | - Wen Zhang
- Department of Rheumatology, State Key Laboratory of Complex Severe and Rare Diseases, National Clinical Research Center for Dermatologic and Immunologic Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Dongcheng District, Beijing, China
| | - Yongzhe Li
- Department of Clinical Laboratory, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Dongcheng District, Beijing, China
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