Identification of IPF specific genes expressed by lung tissue-derived fibroblasts using next generation sequencing

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Identification of IPF specific genes expressed by lung tissue-derived fibroblasts using next generation sequencing

Authors

Keywords:

idiopathic Pulmonary Fibrosis (IPF), Fibroblast, Gene expression profiling, Extracellular Matrix

Abstract

Background and aim: Idiopathic pulmonary fibrosis (IPF) is a progressive interstitial lung disease characterized by aberrant fibroblast activation and excessive extracellular matrix (ECM) accumulation, resulting in irreversible lung remodeling. Although fibroblasts are central to IPF pathogenesis, comprehensive transcriptomic analyses of IPF patient-derived lung fibroblasts remain limited. This study aimed to identify novel molecular contributors to IPF through transcriptomic profiling of lung fibroblasts.

Methods: We performed total RNA sequencing on primary lung fibroblasts isolated from 33 IPF patients and 10 controls, the latter derived from histologically normal lung tissue adjacent to resected tumors. Differentially expressed genes (DEGs) were identified using trimmed mean of M-values normalization and the Exact test with Bonferroni correction. Gene ontology (GO) enrichment was conducted using DAVID, and network analyses were conducted via STRING and GeneClip3.

Results: GO analysis of 475 DEGs (402 upregulated, 73 downregulated) revealed strong enrichment in ECM-related terms consistently observed across three prior IPF fibroblast datasets. Pathway analysis further implicated cytokine–cytokine receptor interaction, complement and coagulation cascades, and immune-related processes. Network analysis identified SERPING1, NR4A1, and C3 as shared hub genes across both STRING and GeneClip3 platforms. Of the top 20 DEGs, 15 had prior associations with fibrosis, while, six (HSD17B2, HMGCLL1, RASL12, HBG1, LOC105375566 and RIPOR3-AS1) were novel. OAS2, an interferon-stimulated gene, emerged as a novel immune-fibrotic axis component in IPF.

Conclusions: This transcriptomic analysis confirms ECM dysregulation as a core feature of IPF pathogenesis and highlights novel DEGs and hub genes with potential roles in fibrosis, providing a foundation for future functional and translational studies.

References

1. Lederer D, Martinez F. Idiopathic pulmonary fibrosis. N Engl J Med. 2018;378(19):1811–23.

2. Upagupta C, Shimbori C, Alsilmi R, Kolb M. Matrix abnormalities in pulmonary fibrosis. Eur Respir Rev. 2018;27(148):180033.

3. Nicholson A, Fulford L, Colby T, du Bois R, Hansell D, Wells A. The relationship between individual histologic features and disease progression in idiopathic pulmonary fibrosis. Am J Respir Crit Care Med. 2002;166(2):173–7.

4. Selman M, Pardo A. Alveolar epithelial cell disintegrity and subsequent activation: a key process in pulmonary fibrosis. Am J Respir Crit Care Med. 2012;186(2):119–21.

5. Crestani B, Marchand-Adam S, Fabre A, Dehoux M, Soler P. Fibroblasts: the missing link between fibrotic lung diseases of different etiologies? Respir Res. 2013;14(1):81.

6. Hanmandlu A, Zhu L, Mertens T, Collum S, Bi W, Xiong F, et al. Transcriptomic and epigenetic profiling of fibroblasts in idiopathic pulmonary fibrosis. Am J Respir Cell Mol Biol. 2022;66(1):53–63.

7. Emblom-Callahan M, Chhina M, Shlobin O, Ahmad S, Reese E, Iyer E, et al. Genomic phenotype of non-cultured pulmonary fibroblasts in idiopathic pulmonary fibrosis. Genomics. 2010;96(3):134–45.

8. Plantier L, Renaud H, Respaud R, Marchand-Adam S, Crestani B. Transcriptome of cultured lung fibroblasts in idiopathic pulmonary fibrosis: Meta-analysis of publically available microarray datasets reveals repression of inflammation and immunity pathways. Int J Mol Sci. 2016;17(12):2091.

9. Raghu G, Remy-Jardin M, Myers J, et al. Diagnosis of idiopathic pulmonary fibrosis: an official ATS/ERS/JRS/ALAT clinical practice guideline. Am J Respir Crit Care Med. 2018;198(5):e44–e68.

10. Lee JU, Cheong HS, Shim EY, Bae DJ, Chang HS, Uh ST, et al. Gene profile of fibroblasts identify relation of CCL8 with idiopathic pulmonary fibrosis. Respir Res. 2017;18(1):3.

11. Seo Y, Lee J, Kim K, et al. Gene expression profiling of mouse cavernous endothelial cells for diagnostic targets in diabetes-induced erectile dysfunction. Investig Clin Urol. 2021;62(1):90–9.

12. Trapnell C, Pachter L, Salzberg S. TopHat: discovering splice junctions with RNA-Seq. Bioinformatics. 2009;25(9):1105–11.

13. Quinlan A, Hall I. BEDTools: a flexible suite of utilities for comparing genomic features. Bioinformatics. 2010;26(6):841–2.

14. Roberts A, Trapnell C, Donaghey J, Rinn J, Pachter L. Improving RNA-Seq expression estimates by correcting for fragment bias. Genome Biol. 2011;12(3):R22.

15. Sherman B, Hao M, Qiu J, Jiao X, Baseler M, Lane H, et al. DAVID: a web server for functional enrichment analysis and functional annotation of gene lists (2021 update). Nucleic Acids Res. 2022;50(W1):W216–W21.

16. Consortium TGO, Aleksander S, Balhoff J, Carbon S, Cherry J, Drabkin H, et al. The Gene Ontology knowledgebase in 2023. Genetics. 2023;224(1):iyad031.

17. Ye Q, Taleb S, Zhao J, Zhao Y. Emerging role of BMPs/BMPR2 signaling pathway in treatment for pulmonary fibrosis. Biomed Pharmacother. 2024;178:117178.

18. Wang Z, Zhao H. TMEM176B prevents and alleviates bleomycin-induced pulmonary fibrosis via inhibiting transforming growth factor β-Smad signaling. Heliyon. 2024;10(15):e035444.

19. Sikkeland L, Ueland T, Lund M, Durheim M, Mollnes T. A role for the terminal C5–C9 complement pathway in idiopathic pulmonary fibrosis. Front Med (Lausanne). 2023;10:1236495.

20. Suzuki A, Sakamoto K, Nakahara Y, Enomoto A, Hino J, Ando A, et al. BMP3b is a novel antifibrotic molecule regulated by Meflin in lung fibroblasts. Am J Respir Cell Mol Biol. 2022;67(4):446–58.

21. Yeo HJ, Ha M, Shin DH, Lee HR, Kim YH, Cho WH. Development of a novel biomarker for the progression of idiopathic pulmonary fibrosis. Int J Mol Sci. 2024;25(1):599.

22. Abraham D. Role of endothelin in lung fibrosis. Eur Respir Rev. 2008;17(109):145–50.

23. Ghanem M, Justet A, Jaillet M, Vasarmidi E, Boghanim T, Hachem M, et al. Identification of FGFR4 as a regulator of myofibroblast differentiation in pulmonary fibrosis. Am J Physiol Lung Cell Mol Physiol. 2024;327(6):L818–l30.

24. Bouros E, Filidou E, Arvanitidis K, Mikroulis D, Steiropoulos P, Bamias G, et al. Lung fibrosis-associated soluble mediators and bronchoalveolar lavage from idiopathic pulmonary fibrosis patients promote the expression of fibrogenic factors in subepithelial lung myofibroblasts. Pulm Pharmacol Ther. 2017;46:78–87.

25. Vilar-Gomez E, Sookoian S, Pirola CJ, Liang T, Gawrieh S, Cummings O, et al. ADH1B*2 is associated with reduced severity of nonalcoholic fatty liver disease in adults, independent of alcohol consumption. Gastroenterology. 2020;159(3):929–43.

26. Gao N, Chen J, Qi B, Zhao T, Guo Y, Fang Y, et al. Effects of gene polymorphisms, metabolic activity, and content of alcohol dehydrogenase and acetaldehyde dehydrogenases on prognosis of hepatocellular carcinoma patients. Turk J Gastroenterol. 2022;33(7):606–14.

27. Xu G, Gong Y, Lu F, Wang B, Yang Z, Chen L, et al. Endothelin receptor B enhances liver injury and pro-inflammatory responses by increasing G-protein-coupled receptor kinase-2 expression in primary biliary cholangitis. Sci Rep. 2022;12(1):19772.

28. Zhang Y, Gai X, Li Y, Chen Z, Zhang X, Qiao W, et al. Autocrine GDF10 inhibits hepatic stellate cell activation via BMPR2/ALK3 receptor to prevent liver fibrosis. Adv Sci (Weinh). 2025:e2500616.

29. Yu C, Wang F, Jin C, Wu X, Chan WK, McKeehan WL. Increased carbon tetrachloride-induced liver injury and fibrosis in FGFR4-deficient mice. Am J Pathol. 2002;161(6):2003–10.

30. Liao WJ, Lin H, Cheng CF, Ka SM, Chen A, Yang RB. SCUBE1-enhanced bone morphogenetic protein signaling protects against renal ischemia-reperfusion injury. Biochim Biophys Acta Mol Basis Dis. 2019;1865(2):329–38.

31. Kuppe C, Ibrahim MM, Kranz J, Zhang X, Ziegler S, Perales-Patón J, et al. Decoding myofibroblast origins in human kidney fibrosis. Nature. 2021;589(7841):281–6.

32. Zha Y, Li Y, Ge Z, Wang J, Jiao Y, Zhang J, et al. ADAMTS8 promotes cardiac fibrosis partly through activating EGFR-dependent pathway. Front Cardiovasc Med. 2022;9:797137.

33. Meng Q, Bao D, Liu S, Huang J, Guo M, Dai B, et al. ADAM Metallopeptidase domain 19 promotes skin fibrosis in systemic sclerosis via neuregulin-1. Mol Med. 2024;30(1):269.

34. Meng X, Clews J, Kargas V, Wang X, Ford RC. The cystic fibrosis transmembrane conductance regulator (CFTR) and its stability. Cell Mol Life Sci. 2017;74(1):23-38.

35. Shih DQ, Zheng L, Zhang X, Zhang H, Kanazawa Y, Ichikawa R, et al. Inhibition of a novel fibrogenic factor Tl1a reverses established colonic fibrosis. Mucosal Immunol. 2014;7(6):1492-503.

36. Wang JH, Zhao LF, Wang HF, Wen YT, Jiang KK, Mao XM, et al. GenCLiP 3: mining human genes' functions and regulatory networks from PubMed based on co-occurrences and natural language processing. Bioinformatics. 2019.

37. Epstein Shochet G, Brook E, Bardenstein-Wald B, Shitrit D. TGF-beta pathway activation by idiopathic pulmonary fibrosis (IPF) fibroblast derived soluble factors is mediated by IL-6 trans-signaling. Respir Res. 2020;21(1):56.

38. Saraswat M, Joenvaara S, Tohmola T, Sutinen E, Vartiainen V, Koli K, et al. 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(1):7787.

39. Paulin F, Doyle TJ, Fletcher EA, Ascherman DP, Rosas IO. Rheumatoid Arthritis-Associated Interstitial Lung Disease and Idiopathic Pulmonary Fibrosis: Shared Mechanistic and Phenotypic Traits Suggest Overlapping Disease Mechanisms. Rev Invest Clin. 2015;67(5):280-6.

40. Triggianese P, Conigliaro P, De Martino E, Monosi B, Chimenti MS. Overview on the Link Between the Complement System and Auto-Immune Articular and Pulmonary Disease. Open Access Rheumatol. 2023;15:65-79.

41. Warheit-Niemi HI, Edwards SJ, SenGupta S, Parent CA, Zhou X, O'Dwyer DN, et al. Fibrotic lung disease inhibits immune responses to staphylococcal pneumonia via impaired neutrophil and macrophage function. JCI Insight. 2022;7(4).

42. Wang L, Zhu M, Li Y, Yan P, Li Z, Chen X, et al. Serum Proteomics Identifies Biomarkers Associated With the Pathogenesis of Idiopathic Pulmonary Fibrosis. Mol Cell Proteomics. 2023;22(4):100524.

43. Palumbo-Zerr K, Zerr P, Distler A, Fliehr J, Mancuso R, Huang J, et al. Orphan nuclear receptor NR4A1 regulates transforming growth factor-beta signaling and fibrosis. Nat Med. 2015;21(2):150-8.

44. Okamoto T, Mathai SK, Hennessy CE, Hancock LA, Walts AD, Stefanski AL, et al. The relationship between complement C3 expression and the MUC5B genotype in pulmonary fibrosis. Am J Physiol Lung Cell Mol Physiol. 2018;315(1):L1-L10.

45. She YX, Yu QY, Tang XX. Role of interleukins in the pathogenesis of pulmonary fibrosis. Cell Death Discov. 2021;7(1):52.

46. Okuda R, Matsushima H, Aoshiba K, Oba T, Kawabe R, Honda K, et al. Soluble intercellular adhesion molecule-1 for stable and acute phases of idiopathic pulmonary fibrosis. Springerplus. 2015;4:657.

47. Valenzi E, Tabib T, Papazoglou A, Sembrat J, Trejo Bittar HE, Rojas M, et al. Disparate Interferon Signaling and Shared Aberrant Basaloid Cells in Single-Cell Profiling of Idiopathic Pulmonary Fibrosis and Systemic Sclerosis-Associated Interstitial Lung Disease. Front Immunol. 2021;12:595811.

48. Chen R, Zhu H, Zhang X, Li L, Xu J, Tan Z, et al. Characterization and Functional Analysis of the 17-Beta Hydroxysteroid Dehydrogenase 2 (hsd17b2) Gene during Sex Reversal in the Ricefield Eel (Monopterus albus). Int J Mol Sci. 2024;25(16).

49. Zhang K, Da J, Liu X, Liu X, Wang J, Jin H, et al. Downregulated Expression of RIPOR3 Correlated with Immune Infiltrates Predicts Poor Prognosis in Oral Tongue Cancer. Med Sci Monit. 2022;28:e935055.

50. Singh S, Bernal Astrain G, Hincapie AM, Goudreault M, Smith MJ. Complex interplay between RAS GTPases and RASSF effectors regulates subcellular localization of YAP. EMBO Rep. 2024;25(8):3574-600.

How to Cite

1.
Seo E-J, Lee J-U, Park S-L, Kim M-K, Choi J-S, Hwang H-G, et al. Identification of IPF specific genes expressed by lung tissue-derived fibroblasts using next generation sequencing. Sarcoidosis Vasc Diffuse Lung Dis [Internet]. [cited 2026 Jan. 26];43(1):17698. Available from: https://mail.mattioli1885journals.com/index.php/sarcoidosis/article/view/17698

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Section

Original Articles: Laboratory Research

How to Cite

1.
Seo E-J, Lee J-U, Park S-L, Kim M-K, Choi J-S, Hwang H-G, et al. Identification of IPF specific genes expressed by lung tissue-derived fibroblasts using next generation sequencing. Sarcoidosis Vasc Diffuse Lung Dis [Internet]. [cited 2026 Jan. 26];43(1):17698. Available from: https://mail.mattioli1885journals.com/index.php/sarcoidosis/article/view/17698