Literature DB >> 31686925

Current Perspectives On Emerging Biomarkers For Rheumatoid Arthritis-Associated Interstitial Lung Disease.

Isabelle Amigues1, Deepa Ramadurai2, Jeffrey J Swigris3.   

Abstract

Rheumatoid arthritis (RA) is a common systemic autoimmune disease whose fibro-inflammatory manifestations may affect a number of tissues and organs, including the lungs. In fact, interstitial lung disease (ILD) is a leading cause of mortality among patients with RA. RA-related interstitial lung disease (RA-ILD) most often presents in an injury pattern called usual interstitial pneumonia (UIP), which portends a relatively worse prognosis than other less commonly occurring patterns of RA-ILD, like non-specific interstitial pneumonia (NSIP). Biomarkers from serum or bronchoalveolar lavage fluid could aid in the identification of patients at risk for RA-ILD, the detection of patients most likely to develop the UIP pattern of RA-ILD, and the prediction of disease behaviour over time. Notably, the use of highly sensitive serologic biomarkers, including rheumatoid factor (RF) and antibodies targeting cyclic citrullinated peptides, while somewhat specific for RA joint disease, have only limited utility as biomarkers for RA-ILD. Candidate biomarkers for RA-ILD include these and other autoantibodies as well as certain genes and molecules that hold promise as biomarkers in other forms of ILD. In this manuscript, we summarize the state of knowledge on biomarkers for the development and progression of RA-ILD.
© 2019 Amigues et al.

Entities:  

Keywords:  antibody; biomarker; interstitial lung disease; pulmonary fibrosis; rheumatoid arthritis; usual interstitial pneumonia

Year:  2019        PMID: 31686925      PMCID: PMC6800546          DOI: 10.2147/OARRR.S166070

Source DB:  PubMed          Journal:  Open Access Rheumatol        ISSN: 1179-156X


Introduction

Rheumatoid arthritis (RA) is a chronic inflammatory disease that afflicts approximately 1% of the US population.1 Although RA principally affects the joints, causing symmetric pain, stiffness, swelling, and limited motion and function of multiple joints, its fibro-inflammatory manifestations may develop in other organs. RA is complicated by lung manifestations, such as interstitial lung disease (ILD), in up to 60% of patients with RA;2,3 however, clinically significant RA-related ILD (RA-ILD) is believed to occur in about 10%.4 The factors that drive the development or progression of clinically significant ILD in patients with RA are poorly understood. While overall survival in RA has improved dramatically in the last 20 years, in part due to earlier diagnosis and in part from more effective therapies for inflammatory arthritis, the respiratory manifestations, and particularly ILD, have become the leading cause of mortality in patients with RA.5 Major subtypes of RA-ILD are defined by their histopathological and/or high-resolution computed tomography (HRCT) patterns. Usual interstitial pneumonia (UIP) (characterized on high-resolution computed tomography (HRCT) by predominantly basal, subpleural, and patchy honeycombing, reticular opacities, and traction bronchiectasis without nodularity, consolidation or extensive ground glass opacities) is the most common subtype,6 and it carries a poor prognosis (Figure 1).7 Nonspecific interstitial pneumonia (NSIP), cryptogenic organizing pneumonia (COP), and acute interstitial pneumonia (AIP) are other subtypes of RA-ILD that are seen with far less frequency than UIP.
Figure 1

This image shows a slice from a high-resolution computed tomography scan from a 68 year-old man with rheumatoid arthritis-related interstitial lung disease in a pattern of usual interstitial pneumonia. The predominant abnormality is honeycombing marked by side-by-side and stacked honeycomb cysts. The entire visualized portion of the left lung base (right side of image) is destroyed with honeycombing, whereas, the visualized portion of the right lung shows honeycombing situated in its characteristic subplueral region. Other findings include traction bronchi- and bronchiolectasis and reticular opacities.

This image shows a slice from a high-resolution computed tomography scan from a 68 year-old man with rheumatoid arthritis-related interstitial lung disease in a pattern of usual interstitial pneumonia. The predominant abnormality is honeycombing marked by side-by-side and stacked honeycomb cysts. The entire visualized portion of the left lung base (right side of image) is destroyed with honeycombing, whereas, the visualized portion of the right lung shows honeycombing situated in its characteristic subplueral region. Other findings include traction bronchi- and bronchiolectasis and reticular opacities. Although there is much to learn about the pathophysiology of RA-ILD, it is commonly thought that the systemic autoimmune process activates the lung’s molecular pathways, including certain cytokines, chemokines, and growth factors that drive aberrant wound healing mechanisms, including differentiation and proliferation of fibroblasts, increased synthesis and deposition of extracellular matrix (ECM) and increased activity of matrix metalloproteinases (MMP), that ultimately result in ILD.8 Fibroblasts appear to play a somewhat similar role in the pathogenesis of synovitis. Whether and how autoantibodies that target citrullinated proteins are directly involved in the pathogenesis of RA or RA-ILD is not entirely clear, but interestingly, in one study, investigators showed that citrullinated vimentin peptides were present in tissue samples from the lungs of certain patients with RA and synovial biopsies from other patients with RA.9 Early diagnosis of RA-ILD is important so that treatment and necessary surveillance can be initiated. No controlled trials of therapy for RA-ILD have been completed; however, analyses suggest certain drugs may be safe and effective for patients with RA-ILD. For example, in a retrospective study of 700 patients with RA, rituximab was well-tolerated and associated with stabilization or improvement of pulmonary function tests in the 56-subject subgroup with RA-ILD.10 Anti-fibrotic drugs that have been approved for the treatment of idiopathic pulmonary fibrosis (IPF) – a condition with many features that overlap with RA-ILD; namely, the UIP pattern of fibrosis – may hold promise for patients with RA-ILD,11 and at the time of writing, there is a multi-national, placebo-controlled trial of pirfenidone enrolling subjects with RA-ILD (NCT02808871). The World Health Organization (WHO), in coordination with the United Nations and the International Labor Organization, has defined a biomarker as “any substance, structure, or process that can be measured in the body or its products and influence or predict the incidence of outcome or disease”. Thus, the first step in biomarker identification and analysis is to confirm that a candidate biomarker is associated with the clinical condition of interest. The second, and possibly most important step, is to confirm the robustness of the association and determine what clinically meaningful information it provides that is otherwise not readily available. Ultimately, a biomarker should influence the health outcome for the patient in a meaningful way. Finding valid biomarkers for RA-ILD could help identify patients at risk, promote earlier diagnosis, predict the subtype of RA-ILD most likely to develop, forecast disease behaviour over time and guide appropriate surveillance and therapeutic strategies. A number of candidate biomarkers have already been identified (Table 1), and research is ongoing to assess their performance and to identify additional candidates. In this manuscript, we summarize the state of knowledge on biomarkers for RA-ILD.
Table 1

Summary Of Biomarkers In RA-ILD, Known And Experimental

NameSourceEvidenceUtility Within RA-ILD
RFSerum, sputum, BALFLow specificity, higher titers associated with pulmonary involvement of RADiagnosis
ACPASerum, sputum, BALFHigh specificity for RA diagnosis, higher titers associated with pulmonary involvement of RADiagnosis
PADSynovial tissuePossible amplification of disease severitySeverity
HSP90/70Serum and BALFElevated in patients with RA-ILD, not patients with RADiagnosis
MMP7SerumElevated in patients with RA-ILD and not in patients who had RA without ILD; suggestive of fibrotic ILDDiagnosis
CXCL10SerumElevated in patients with RA-ILD and not in patients who had RA without ILDDiagnosis
KL-6/MUC1SerumCorrelation with severity of RA-ILD on computed tomographySeverity
LOXL2SerumHigher with shorter disease duration; does not differentiate between RA patients with and without ILDSpecificity for diagnosis
Anti-CEP-1SerumMarker of RA-ILD in patients with synovial diseaseDiagnosis
MUC5BGenetic sequencingMarker suggesting RA-ILD, specifically in those who have RA and UIP pattern on HRCTDiagnosis

Abbreviations: RF, rheumatoid factor; ACPA, anti-citrullinated peptide antibodies; PAD, peptidylarginine deiminases; HSP90/70, citrullinated heat shock protein 90/70; MMP7, matrix metalloproteinase-7; CXCL10, C-X-C motif chemokine 10; KL-6/MUC1, Krebs von den Lungen 6; LOXL2, lysyl oxidase-like 2; anti-CEP-1, anti-citrullinated alpha enolase peptide-1; MUC5B, mucin 5B; BALF, bronchoalveolar lavage fluid; RA, rheumatoid arthritis; ILD, interstitial lung disease; UIP, usual interstitial pneumonia; HRCT, high-resolution computed tomography.

Summary Of Biomarkers In RA-ILD, Known And Experimental Abbreviations: RF, rheumatoid factor; ACPA, anti-citrullinated peptide antibodies; PAD, peptidylarginine deiminases; HSP90/70, citrullinated heat shock protein 90/70; MMP7, matrix metalloproteinase-7; CXCL10, C-X-C motif chemokine 10; KL-6/MUC1, Krebs von den Lungen 6; LOXL2, lysyl oxidase-like 2; anti-CEP-1, anti-citrullinated alpha enolase peptide-1; MUC5B, mucin 5B; BALF, bronchoalveolar lavage fluid; RA, rheumatoid arthritis; ILD, interstitial lung disease; UIP, usual interstitial pneumonia; HRCT, high-resolution computed tomography.

Biomarkers For RA-ILD

Commercially Available Serological Biomarkers

Although the European League Against Rheumatism (EULAR)/American College of Rheumatology (ACR) 2010 criteria for RA were specifically developed to “facilitate the study of persons at earlier stages of the disease”, they are typically used to establish a clinical diagnosis of RA.12 These criteria include the presence of at least one swollen joint (synovitis), the absence of an alternative diagnosis to explain the symptoms, and a total score of ≥6 from four different domains; joints involved, serologic abnormality, elevated acute phase reactants, and symptom duration.12 The EULAR/ACR 2010 criteria for RA include two serologic biomarkers: rheumatoid factor (RF) and anti-citrullinated peptide antibodies (ACPA). In patients with RA, a diagnosis of RA-ILD can usually be made by taking a thorough history (to rule out other causes for ILD) and integrating clinical data, most importantly, findings on HRCT and pulmonary function tests (PFTs), ideally within a multidisciplinary discussion among pulmonology, radiology, and rheumatology.13–15 It is well-known that patients with RA have a preclinical period of autoimmunity during which RA-related autoantibodies, including RF and/or ACPA, are present in the blood before clinically evident synovitis.12 Confusion arises in the not infrequent situation when patients present with ILD, are found to have serologic markers for RA – but no articular disease. Some such patients will eventually develop characteristic RA joint disease, occasionally several years after ILD is diagnosed; in retrospect, they had preclinical RA, although an argument could be made that they had RA all along, and ILD was initially its sole manifestation. Other patients with ILD and RF or ACPA positivity never develop joint disease, and thus, are never diagnosed with RA.16,17 Multiple studies have demonstrated higher tiers of RF and ACPA in patients who had RA-ILD versus those without ILD, suggesting these antibodies could have some utility as biomarkers and may contribute to the pathophysiology of the associated ILD.18–20

Rheumatoid Factor

The rheumatoid factor (RF) is an antibody directed at the Fc domain of IgG molecules and was one of the first serologic biomarkers discovered for RA. It has low specificity for RA: it occurs in other autoimmune diseases, chronic infections such as hepatitis C, and in 15% of the general population, particularly in ever-smokers.21 Nevertheless, seropositivity for RF is a risk factor for the development of RA-ILD,22 and elevated levels of RF in the serum, sputum, and bronchoalveolar lavage fluid (BALF) appear to be modestly associated with RA-ILD.23–25

ACPA (Anti-Citrullinated Protein Antibodies)

Precisely how RA develops is unknown. Protein citrullination, a form of post-translational modification, appears to be a cornerstone in the pathogenic process leading to RA, and it is tightly linked with autoimmunity in RA. Several autoantibodies that target cyclic citrullinated peptides (CCP) have been described in RA, including autoantibodies to citrullinated vimentin, fibrinogen, type II collagen, histone and enolases. Although there is much to learn about the pathogenic roles of ACPA, their presence in BALF and sputum23 suggests that the lungs may be an antigenic source for ACPA production. Compared with RF, ACPA are more commonly present in the preclinical or early stages of RA. There is growing evidence that ACPA contribute directly to the pathogenesis of joint disease in RA through direct targeting of synovial antigens.24,25 ACPA may be pathogenic in the lungs as well. Among 252 patients with RA, high ACPA levels were associated with a 1.5-fold increase in the odds of lung disease as defined by HRCT.26 Seropositivity for ACPA, particularly among ever-smokers, is associated with subclinical evidence of ILD in community-dwelling adults.27 Whether such patients should be regarded as having RA (with no joint involvement – and ILD as the sole manifestation) or simply considered at risk for RA, or whether, in these patients, ACPA are generated as a non-specific response to lung injury, is entirely unclear. Related autoantibodies, namely anti-citrullinated alpha enolase peptide-1 (anti-CEP-1) antibodies are present in 40% of patients with RA and may be a marker of erosive joint disease and RA-ILD.28 Commercially available ACPA assays have undergone several modifications over the past decade. These have included changes to the antigens and the ability to detect IgA ACPA (historically, assays only identified IgG antibodies). Compared to IgA-ACPA, IgG-ACPA positivity is more strongly associated with RA joint disease.29 But, commercially available tests for ACPA do not distinguish whether IgA, IgG or both are detected. In recently completed but as yet unpublished work, our group found that serum ACPA positivity, particularly for IgA-ACPA, is present in up to 30% of patients with idiopathic pulmonary fibrosis (IPF). IPF is one of the most common forms of ILD; by definition, patients with IPF do not have RA (any other systemic autoimmune disease, or any known cause for pulmonary fibrosis), but it is interesting that like the majority of patients with RA-ILD, UIP is the injury pattern in IPF. There is much to unravel about ACPA, like whether the IgA isoform of ACPA is specific for lung disease, or whether the development of joint inflammation characteristic of RA (according to EULAR/ACR criteria) in a patient with pre-existing ILD requires transition from IgA- to IgG-ACPA. Among all-comers from the general population without synovitis on physical exam, serum ACPA positivity is predictive of developing classifiable RA in the future.30,31 Our unpublished data suggest 10% of patients with IPF and ACPA positivity develop RA joint disease within three years of the identification of positive serology. In summary, it appears RF and ACPA are sensitive for RA and RA-ILD. However, neither is specific, so although many data are intriguing, neither possesses the performance characteristics of an excellent biomarker for RA-ILD.

New Serological Biomarkers

Other serologic biomarkers have been studied in patients with RA-ILD, but at present, none have large-scale, robust data to prove their utility in clinical practice. Given the similarities between IPF and RA-ILD, including them sharing the same injury pattern and risk factor (smoking), ivestigators have begun to examine whether molecultes that hold promise as biomarkers in IPF might also be useful in RA-ILD. What follows is a discussion about some of the most promising candidates.

Markers Of Diagnostic Utility

HSP90/70

Harlow and colleagues reported the association between RA-ILD and serum autoantibodies that target citrullinated heat shock protein 90 alpha (Hsp90α) or beta (Hsp90β). These antibodies were 90% specific for RA-ILD, and were not found in patients with IPF or in healthy controls.32 HSP90 has also been found in BALF of patients with RA-ILD.

MMP7, IP-10/CXCL10

Chen and colleagues found that serum levels of matrix metalloproteinase (MMP)-7 and C-X-C motif chemokine 10 (CXCL10) were elevated in patients with RA-ILD and not in patients who had RA without ILD.33 Doyle and co-investigators evaluated a biomarker signature composed of MMP-7, pulmonary and activation-regulation chemokine, and surfactant protein D (SP-D) that improved detection of subclinical and clinically overt RA-ILD.34

LOXL2

Fu and colleages found that compared to healthy controls, lysyl oxidase-like 2 (LOXL2) levels were higher in subjects with RA (whether they had ILD or not).35 There was no difference in LOXL2 levels between subjects with RA-ILD and those with RA but no ILD. Among subjects with RA-ILD, LOXL2 levels were significantly higher in those with ILD for less than three months compared to those with ILD longer than three months.

MUC5B

The gain-of-function MUC5B promoter variant rs35705950 is not only the strongest genetic risk factor for IPF,36 it has been associated with RA-ILD and may play a role in its development.37 Specifically, the odds of having the MUC5B promoter variant were over three-fold greater among patients with RA-ILD than patients with RA but no ILD (95% CI, 1.8 to 5.4; P=7.4×10−5). The association was even stronger when RA-ILD was confined to subjects with either UIP or “possible” UIP on HRCT (odds ratio=6.1, 95% CI, 2.9 to 13.1; P=2.5×10−6).37 Notably, the MUC5B promoter variant was not a risk factor for RA itself. Whether the MUC5B promoter variant is associated with progression of RA-ILD is unknown, but studies are ongoing.

Biomarkers That Predict Disease Progression

PAD

Peptidylarginine deiminases (PAD) are enzymes that promote citrullination. Five PAD isotypes exist; each has its own tissue-specific expression profiles. PAD2 and PAD4 have been linked to RA pathogenesis: the enzymes have been detected in the synovial tissue of patients with RA, and they are believed to play a role in the generation of citrullinated autoantigens targeted by ACPAs. In certain circumstances, autoantibodies are formed against PAD. While PAD enzyme expression and citrullinated proteins are elevated in the lungs of chronic smokers without RA, Cappelli and colleagues found that a smoking history was not associated with anti-PAD4 antibodies in patients with RA.38 Compared to patients with established RA (in whom anti-PAD4 antibodies may be associated with disease duration and ACPA positivity), anti-PAD4 antibodies are found less frequently in ACPA positive individuals without RA (ie, those putatively at risk for RA).38 This suggests anti-PAD4 antibodies may be amplifiers of disease severity rather than initiators of it. In one study, a subgroup of patients with severe (erosive) RA were found to have anti-PAD4 antibodies that cross-reacted with the related isoenzyme PAD3 (anti-PAD3/4XR).39 These anti-PAD3/4XR antibodies have been linked to ILD in RA patients, even after accounting for confounding factors such as smoking history.18

KL-6

Krebs von den Lungen 6/MUC1 (KL-6) is a mucin-like glycoprotein, classified as MUC1, which has profibrotic and anti-apoptotic effects on lung fibroblasts. Serum KL-6 was found to be elevated in RA-ILD (8 of 9 patients in a study with “active pneumonitis” versus only 2 of 168 of patients without active pneumonitis)40 and may be particularly helpful for early detection of ILD progression. Serum KL-6 levels were shown to correlate with the severity of RA-ILD on computed tomography in 47 RA patients.41 In another study, Lee and colleagues utilized KL-6 to monitor patients with connective tissue disease-related ILD, including 41 patients with RA-ILD; KL-6 levels were higher in those with ILD than those without ILD.42 In a study looking at the use of tumor necrosis factor (TNF) inhibitors in RA-ILD, investigators observed that increasing KL-6 was a marker for worsening ILD.43 Some biomarkers used in patients with cancer (e.g., CA19-9, CA15-3, CA 125) have been found to be elevated in patients with RA-ILD compared to those with RA without ILD. For example, in one study of subjects with RA, elevated CA-125 was associated with a 6-fold increase in the odds of ILD.44 Serum anti-malondialdehyde-acetaldehyde (anti-MAA) antibodies (IgA and IgM) have also been found to be higher in patients with RA-ILD than patients with RA alone or COPD.45 Investigations suggest genetic mutations and/or polymorphisms may hold promise as useful biomarkers for RA-ILD. In summary, like RF and ACPA, each of these candidate molecules has some data to suggest an association with RA-ILD. However, additional research is needed to clarify those associations and support validity if any is to be considered a clinically useful biomarker for RA-ILD.

Conclusion

There are multiple promising candidate serological, clinical and genetic biomarkers for RA-ILD, and yet as it stands, none have demonstrated acceptable feasibility or performance characteristics to reliably identify RA-ILD or predict its longitudinal behavior. More validation data are required, including those comparing RA-ILD patients to patients with other categories of fibrotic ILD. To advance a biomarker to clinical use, it must possess specificity for RA-ILD and should be easily obtainable and cost effective. The hope is that such biomarkers will identify patients at highest risk for RA-ILD and those most likely to progress. The suspicion is that the identification of biomarkers with excellent performance characteristics would advance understanding of the pathophysiology of RA-ILD and ultimately inform the development of targeted therapies for this devastating manifestation of RA.
  45 in total

1.  Rheumatoid Arthritis and Mortality Among Women During 36 Years of Prospective Follow-Up: Results From the Nurses' Health Study.

Authors:  Jeffrey A Sparks; Shun-Chiao Chang; Katherine P Liao; Bing Lu; Alexander R Fine; Daniel H Solomon; Karen H Costenbader; Elizabeth W Karlson
Journal:  Arthritis Care Res (Hoboken)       Date:  2016-06       Impact factor: 4.794

2.  Anti-citrullinated heat shock protein 90 antibodies identified in bronchoalveolar lavage fluid are a marker of lung-specific immune responses.

Authors:  Lisa Harlow; Bernadette R Gochuico; Ivan O Rosas; Tracy J Doyle; Juan C Osorio; Timothy S Travers; Carlos C Camacho; Chester V Oddis; Dana P Ascherman
Journal:  Clin Immunol       Date:  2014-08-19       Impact factor: 3.969

3.  Detection of Rheumatoid Arthritis-Interstitial Lung Disease Is Enhanced by Serum Biomarkers.

Authors:  Tracy J Doyle; Avignat S Patel; Hiroto Hatabu; Mizuki Nishino; Guodong Wu; Juan C Osorio; Maria F Golzarri; Andres Traslosheros; Sarah G Chu; Michelle L Frits; Christine K Iannaccone; Diane Koontz; Carl Fuhrman; Michael E Weinblatt; Souheil Y El-Chemaly; George R Washko; Gary M Hunninghake; Augustine M K Choi; Paul F Dellaripa; Chester V Oddis; Nancy A Shadick; Dana P Ascherman; Ivan O Rosas
Journal:  Am J Respir Crit Care Med       Date:  2015-06-15       Impact factor: 21.405

4.  Rheumatoid arthritis-associated autoantibodies and subclinical interstitial lung disease: the Multi-Ethnic Study of Atherosclerosis.

Authors:  Elana J Bernstein; R Graham Barr; John H M Austin; Steven M Kawut; Ganesh Raghu; Jessica L Sell; Eric A Hoffman; John D Newell; Jubal R Watts; P Hrudaya Nath; Sushil K Sonavane; Joan M Bathon; Darcy S Majka; David J Lederer
Journal:  Thorax       Date:  2016-09-08       Impact factor: 9.139

5.  Fibrosing interstitial pneumonia predicts survival in patients with rheumatoid arthritis-associated interstitial lung disease (RA-ILD).

Authors:  Joshua J Solomon; Jay H Ryu; Henry D Tazelaar; Jeffrey L Myers; Rubin Tuder; Carlyne D Cool; Douglas Curran-Everett; Aryeh Fischer; Jeffrey J Swigris; Kevin K Brown
Journal:  Respir Med       Date:  2013-06-19       Impact factor: 3.415

6.  Association of fine specificity and repertoire expansion of anticitrullinated peptide antibodies with rheumatoid arthritis associated interstitial lung disease.

Authors:  Jon T Giles; Sonye K Danoff; Jeremy Sokolove; Catriona A Wagner; Robert Winchester; Dimitrios A Pappas; Stanley Siegelman; Geoff Connors; William H Robinson; Joan M Bathon
Journal:  Ann Rheum Dis       Date:  2013-05-28       Impact factor: 19.103

7.  MUC5B Promoter Variant and Rheumatoid Arthritis with Interstitial Lung Disease.

Authors:  Pierre-Antoine Juge; Joyce S Lee; Esther Ebstein; Hiroshi Furukawa; Evgenia Dobrinskikh; Steven Gazal; Caroline Kannengiesser; Sébastien Ottaviani; Shomi Oka; Shigeto Tohma; Naoyuki Tsuchiya; Jorge Rojas-Serrano; Montserrat I González-Pérez; Mayra Mejía; Ivette Buendía-Roldán; Ramcés Falfán-Valencia; Enrique Ambrocio-Ortiz; Effrosyni Manali; Spyros A Papiris; Theofanis Karageorgas; Dimitrios Boumpas; Katarina Antoniou; Coline H M van Moorsel; Joanne van der Vis; Yaël A de Man; Jan C Grutters; Yaping Wang; Raphaël Borie; Lidwine Wemeau-Stervinou; Benoît Wallaert; René-Marc Flipo; Hilario Nunes; Dominique Valeyre; Nathalie Saidenberg-Kermanac'h; Marie-Christophe Boissier; Sylvain Marchand-Adam; Aline Frazier; Pascal Richette; Yannick Allanore; Jean Sibilia; Claire Dromer; Christophe Richez; Thierry Schaeverbeke; Huguette Lioté; Gabriel Thabut; Nadia Nathan; Serge Amselem; Martin Soubrier; Vincent Cottin; Annick Clément; Kevin Deane; Avram D Walts; Tasha Fingerlin; Aryeh Fischer; Jay H Ryu; Eric L Matteson; Timothy B Niewold; Deborah Assayag; Andrew Gross; Paul Wolters; Marvin I Schwarz; Michael Holers; Joshua J Solomon; Tracy Doyle; Ivan O Rosas; Cornelis Blauwendraat; Mike A Nalls; Marie-Pierre Debray; Catherine Boileau; Bruno Crestani; David A Schwartz; Philippe Dieudé
Journal:  N Engl J Med       Date:  2018-10-20       Impact factor: 91.245

8.  The serum level and significance of lysyl oxidase-like 2 in patients with rheumatoid arthritis-associated interstitial lung disease.

Authors:  Qiang Fu; Yu Bai; Yuan Liu; Junfei Zhou; Yi Zheng
Journal:  Clin Rheumatol       Date:  2017-10-19       Impact factor: 2.980

9.  Biomarkers of rheumatoid arthritis-associated interstitial lung disease.

Authors:  Juan Chen; Tracy J Doyle; Yongliang Liu; Rohit Aggarwal; Xiaoping Wang; Yonghong Shi; Sheng Xiang Ge; Heqing Huang; Qingyan Lin; Wen Liu; Yongjin Cai; Diane Koontz; Carl R Fuhrman; Maria F Golzarri; Yushi Liu; Hiroto Hatabu; Mizuki Nishino; Tetsuro Araki; Paul F Dellaripa; Chester V Oddis; Ivan O Rosas; Dana P Ascherman
Journal:  Arthritis Rheumatol       Date:  2015-01       Impact factor: 10.995

10.  Malondialdehyde-Acetaldehyde Adducts and Antibody Responses in Rheumatoid Arthritis-Associated Interstitial Lung Disease.

Authors:  Bryant R England; Michael J Duryee; Punyasha Roul; Tina D Mahajan; Namrata Singh; Jill A Poole; Dana P Ascherman; Liron Caplan; M Kristen Demoruelle; Kevin D Deane; Lynell W Klassen; Geoffrey M Thiele; Ted R Mikuls
Journal:  Arthritis Rheumatol       Date:  2019-07-22       Impact factor: 10.995

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  6 in total

Review 1.  [Interstitial lung disease associated with connective tissue disease].

Authors:  Annette Fisseler-Eckhoff; Elisabeth Märker-Hermann
Journal:  Pathologe       Date:  2021-01-08       Impact factor: 1.011

Review 2.  Novel Biomarkers, Diagnostic and Therapeutic Approach in Rheumatoid Arthritis Interstitial Lung Disease-A Narrative Review.

Authors:  Alesandra Florescu; Florin Liviu Gherghina; Anca Emanuela Mușetescu; Vlad Pădureanu; Anca Roșu; Mirela Marinela Florescu; Cristina Criveanu; Lucian-Mihai Florescu; Anca Bobircă
Journal:  Biomedicines       Date:  2022-06-09

3.  Predictors of long-term prognosis in rheumatoid arthritis-related interstitial lung disease.

Authors:  Juan Chen; Yaqiong Chen; Dehao Liu; Yihua Lin; Lei Zhu; Shuli Song; Yudi Hu; Tao Liang; Yongliang Liu; Wei Liu; Lin Weng; Qiyuan Li; Shengxiang Ge; Dana P Ascherman
Journal:  Sci Rep       Date:  2022-06-08       Impact factor: 4.996

Review 4.  Vasculitis in Cystic Fibrosis.

Authors:  Francesca Sposito; Paul S McNamara; Christian M Hedrich
Journal:  Front Pediatr       Date:  2020-11-12       Impact factor: 3.418

Review 5.  Consensus recommendations on managing the selected comorbidities including cardiovascular disease, osteoporosis, and interstitial lung disease in rheumatoid arthritis.

Authors:  Kuang-Hui Yu; Hsin-Hua Chen; Tien-Tsai Cheng; Yeong-Jian Jan; Meng-Yu Weng; Yeong-Jang Lin; Hung-An Chen; Jui-Tseng Cheng; Kuang-Yung Huang; Ko-Jen Li; Yu-Jih Su; Pui-Ying Leong; Wen-Chan Tsai; Joung-Liang Lan; Der-Yuan Chen
Journal:  Medicine (Baltimore)       Date:  2022-01-07       Impact factor: 1.889

6.  Diagnostic value of elevated serum carbohydrate antigen 125 level in sarcoidosis.

Authors:  Qian Zhang; Xiao-Yan Jing; Xiao-Yu Yang; Zuo-Jun Xu
Journal:  World J Clin Cases       Date:  2022-08-16       Impact factor: 1.534

  6 in total

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