Skip to main content
Rheumatology Advances in Practice logoLink to Rheumatology Advances in Practice
editorial
. 2023 Mar 6;7(1):rkad023. doi: 10.1093/rap/rkad023

Are genes the missing link to detect and prognosticate RA-ILD?

Marie Vermant 1,2, Tinne Goos 3,4, Stefan Gogaert 5,6, Diederik De Cock 7, Patrick Verschueren 8,9,, Wim A Wuyts 10,11
PMCID: PMC10010659  PMID: 36923263

This editorial refers to ‘A genome-wide association study identifying single nucleotide polymorphisms in the PPFIBP2 gene was predictive for interstitial lung disease in rheumatoid arthritis patients’ by Hayashi et al. [1].

Approximately 10% of RA patients develop an interstitial lung disease (RA-ILD) during their disease course, although only a few studies have investigated the epidemiology in detail [2]. Patients with RA-ILD clinically present with dyspnoea and dry cough. They predominantly have a usual interstitial pneumonia pattern on CT [2]. The prognosis of RA-ILD with this CT pattern is comparable to idiopathic pulmonary fibrosis, resulting in a survival after ILD diagnosis of 3.2–10.2 years [2]. Current screening modalities and treatments for the respiratory complications of RA are insufficient even with the arrival of antifibrotic drugs for CTD-ILD [3]. Therefore, rapidly detecting RA-ILD is an unmet need.

Multiple clinical RA-ILD risk factors have been identified, including male sex, ever smokers, RF positivity and the presence of anti-citrullinated antibodies (Table 1) [2]. Furthermore, the following molecular biomarkers have already been linked with RA-ILD: epithelial cell-derived Krebs von den Lungen (KL-6) antigen, matrix metalloproteinase 7 (MMP-7), pulmonary and activation-regulated chemokine (PARC), surfactant protein D (SP-D), interferon-γ-inducible protein 10 (IP-10/CXCL10) and malondialdehyde–acetaldehyde adducts antibodies (anti-MAA) [4]. In addition, new prognostic genetic markers and risk stratification tools are being explored. Hayashi et al. [1] performed a genome-wide association study in search of new genetic biomarkers. They showed an association between the presence of the rs6578890 single nucleotide polymorphism (SNP) in the PPFIA binding protein 2 (PPFIBP2) gene and RA-ILD presence. rs6578890 had not previously been described. The authors propose two causal mechanisms. First, a role for the PPFIBP2 gene, encoding liprin β-2, which plays a role in axon guidance and synapse development, is hypothesized. Second, a role for the distally located CYB5R2 gene is suggested. The expression of this cytochrome member gene is influenced by the rs6578890 SNP. These pathways and their possible causal roles in RA-ILD pathophysiology must be further investigated.

Table 1.

Overview of described RA-ILD risk factors in the literature

Clinical risk factors [2]

 Male
 Older age
 Ever smoker

Serological biomarkers [4]

 RF
 Anti-CCP antibodies (anti-CCP)
 Anti-malondialdehyde-acetaldehyde antibodies (anti-MAA)
 Krebs von den Lungen-6 (KL6)
 C-X-C motif chemokine ligand 10 (IP-10/CXCL10)
 IL-18
 IL-13
 Surfactant protein D (SP-D)
 Lysyl oxidase-like 2 (LOXL2)
 Matrix metalloproteinase 7 (MMP-7)
 Pulmonary and activation-regulated chemokine (PARC)

Genetic biomarkers [1, 5 ,6, 7, 10] Described region

Genetic polymorphisms MUC5B rs35705950 France, Greece, The Netherlands, USA, Japan, China
Finland
RPA3/UMAS rs12702634 Japan
PPFIBP2 rs6578890 Japan
Haplotypes DRB1*16, DRB1*15, DQB1*06 Japan
Genetic mutations TERT, RTEL1, PARN, SFTPC France
Telomere length <10th percentile France

For all genetic risk factors, the region in which the risk factor was described was also included.

In addition to this possible new genetic marker, a shared genetic predisposition in RA-ILD and familial pulmonary fibrosis has previously been described [5]. In patients with RA-ILD, several mutations have been found in telomere-related and surfactant-related genes, similar to findings in patients with familial pulmonary fibrosis. Furthermore, short leucocyte telomere length (<10th percentile) has been associated with RA-ILD, progressive disease and early mortality [5]. Recently the rs12702634 variant in the RPA3 (replication protein A3) and UMAD1 (UBAP1-MVB12-associated domain containing 1) genes was reported to be associated with RA-ILD in a Japanese cohort [6]. These genes play an important role in the modulation of telomere elongation. Also, the functional MUC5B rs35705950 promoter variant has been identified as a risk factor for RA-ILD, whereas it was not associated with RA without ILD [7]. A large observational study showed a more than 10-fold elevated risk of ILD when having both the MUC5B promotor variant and RA when compared with the general population. Based on these results, it was suggested to use the MUC5B rs35705950 promotor variant for genomic risk stratification in patients with RA [8]. Surprisingly, in the recently published study by Hayashi et al. [1], no association was found with the MUC5B promotor variant rs35705950 and the presence of RA-ILD, but this could be due to the low penetrance of this variant in the Japanese population. As genetics and geography are closely linked, it is necessary to look at different predominant genomic biomarkers based on differences in geography [9].

All these biomarkers, both molecular and genetic, lack validation and have not yet been implemented in daily practice. An explanation for this can be found on multiple levels. Large, prospective patient cohorts are currently missing. Also, there is a scarcity of knowledge concerning RA-ILD pathogenesis and natural history, complicating the establishment of causal relationships and the differentiation of biomarkers for prognosis and development. Furthermore, these biomarkers need to be specific and cost-effective before implementation in practice. With the arrival of new antifibrotic therapeutic interventions, detecting RA-ILD early might become even more important, assuming these agents effectively decrease fibrotic disease progression. Currently there is no standardized screening method. Detection by high-resolution CT (HRCT) is performed on a case-by-case basis, where initial symptoms, such as a dry cough or dyspnoea upon exertion, can be masked by limited physical activity. Although the radiation dose in HRCT has been reduced over the years, there is still a small associated risk. Robust studies investigating other screening modalities are thus required, aiming to develop and subsequently implement a pragmatic, standardized screening protocol.

The study results by Hayashi et al. [1] must be interpreted with caution due to the relatively small sample size and geographical bias, yet also with enthusiasm, as this study sets the scene for further research. First, the association between RA-ILD and the PPFIBP2 rs6578890 gene variant needs to be confirmed in larger study cohorts and different geographical regions. Second, the causal role of the PPFIBP2 and CYB5R2 genes in the development of ILDs needs to be explored. Third, a role for genomic biomarkers—both as a monogenetic test or as a polygenetic testing array—for detection of patients at risk for the development of RA-ILD and for further prognostic stratification based on the underlying pathogenic mechanism needs to be examined.

To conclude, a multimodal screening tool is needed, incorporating clinical, radiological, physiological, molecular and—as supported by this work—genetic factors. The tool should focus on the detection and, ideally, the prognosis of RA-ILD. The genetic panel will probably have to be adapted to geographical regions. Moreover, the risk stratification tool should be tested and validated in a large patient cohort and multiple geographical zones. Although lots of gaps in our knowledge regarding RA-ILD still need to be bridged, genes might constitute the possible missing link to reliably detect and prognosticate RA-ILD and could even provide a basis for personalized medicine.

Contributor Information

Marie Vermant, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium; Pulmonology, University Hospitals Leuven, Leuven, Belgium.

Tinne Goos, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium; Pulmonology, University Hospitals Leuven, Leuven, Belgium.

Stefan Gogaert, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium; Pulmonology, University Hospitals Leuven, Leuven, Belgium.

Diederik De Cock, Biostatistics and Medical Informatics Research Group, Department of Public Health, Vrije Universiteit Brussel, Brussels, Belgium.

Patrick Verschueren, Skeletal Biology and Engineering Research Center, Department of Development and Regeneration, KU Leuven, Leuven, Belgium; Rheumatology, University Hospitals Leuven, Leuven, Belgium.

Wim A Wuyts, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium; Pulmonology, University Hospitals Leuven, Leuven, Belgium.

Data availability

No new data were presented in this article.

Authors’ contributions

M.V., T.G., S.G., D.D., P.V., W.A.W. contributed to the conception and design of the work. M.V., T.G., S.G., D.D., P.V., W.A.W. drafted and revised the text critically.

Funding

This work was supported by the Research Foundation-Flanders, as both M.V. (1SE4322N) and T.G. (1S73921N) have a PhD Fellowship from this institution.

Disclosure statement: The authors have declared no conflicts of interest.

References

  • 1. Hayashi S, Matsubara T, Fukuda K. et al. A genome-wide association study identifying single nucleotide polymorphisms in the PPFIBP2 gene was predictive for interstitial lung disease in rheumatoid arthritis patients. Rheumatol Adv Pract 2022;6:rkac088. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2. Jacob J, Hirani N, van Moorsel CHM. et al. Predicting outcomes in rheumatoid arthritis related interstitial lung disease. Eur Respir J 2019;53:1800869. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3. Cano-Jiménez E, Vázquez Rodríguez T, Martín-Robles I. et al. Diagnostic delay of associated interstitial lung disease increases mortality in rheumatoid arthritis. Sci Rep 2021;11:9184. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4. Florescu A, Gherghina FL, Mușetescu AE. et al. Novel biomarkers, diagnostic and therapeutic approach in rheumatoid arthritis interstitial lung disease-a narrative review. Biomedicines 2022;10:1367. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5. Juge PA, Borie R, Kannengiesser C. et al. Shared genetic predisposition in rheumatoid arthritis-interstitial lung disease and familial pulmonary fibrosis. Eur Respir J 2017;49:1602314. [DOI] [PubMed] [Google Scholar]
  • 6. Juge P-A, Lee JS, Ebstein E. et al. MUC5B promoter variant and rheumatoid arthritis with interstitial lung disease. N Engl J Med 2018;379:2209–19. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7. Shirai Y, Honda S, Ikari K. et al. Association of the RPA3-UMAD1 locus with interstitial lung diseases complicated with rheumatoid arthritis in Japanese. Ann Rheum Dis 2020;79:1305–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8. Palomäki A, Palotie A, Koskela J. et al. Lifetime risk of rheumatoid arthritis-associated interstitial lung disease in MUC5B mutation carriers. Ann Rheum Dis 2021;80:1530–6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9. Battey CJ, Ralph PL, Kern AD.. Predicting geographic location from genetic variation with deep neural networks. Elife 2020;9:e54507. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10. Furukawa H, Oka S, Shimada K. et al. Association of human leukocyte antigen with interstitial lung disease in rheumatoid arthritis: a protective role for shared epitope. PLoS One 2012;7:e33133. [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

No new data were presented in this article.


Articles from Rheumatology Advances in Practice are provided here courtesy of Oxford University Press

RESOURCES