# Network meta-analysis of pharmacological treatments for idiopathic pulmonary fibrosis: evaluating effects on lung function

**Authors:** Yajie Yin, Xinhui Wu, Zhihao Liu, Yinru Luo, Mi Jing, Kefeng Jing, Qiuyuan Li, Fei Wang, Ju Huang

PMC · DOI: 10.3389/fphar.2026.1761899 · Frontiers in Pharmacology · 2026-02-23

## TL;DR

This study compares drugs for idiopathic pulmonary fibrosis to see which ones best improve lung function based on various measurements.

## Contribution

A network meta-analysis identifies the most effective pharmacological treatments for specific lung function parameters in idiopathic pulmonary fibrosis.

## Key findings

- Nerandomilast was most effective for improving Forced Vital Capacity (FVC).
- N-acetylcysteine combined with Roxithromycin improved Vital Capacity (VC) and FEV1/FVC most effectively.
- Ambroxol and Thalidomide were top for Total Lung Capacity (TLC) and Diffusing Capacity of the Lung for Carbon Monoxide (DLCO), respectively.

## Abstract

Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive fibrotic interstitial lung disease of unknown cause. Its main feature is a steady decline in lung function, which is also the primary target for treatment. Existing research has investigated various drugs to slow IPF progression, but their effectiveness and how they affect key pulmonary function indicators need to be systematically evaluated and analysed.

This systematic review and network meta-analysis searched eight databases to identify randomised controlled trials assessing the effects of various pharmacological treatments on lung function in patients with IPF. The risk of bias in the included studies was evaluated using tools from the Cochrane Handbook. Network meta-analysis was conducted using Stata 19.0 and R 4.5.1 software. The study protocol was registered in PROSPERO (CRD420251148658).

This study included 121 publications comprising 162 studies, covering 16,525 IPF patients across nine countries. The overall risk of bias assessment showed that while most studies had a low risk of bias in random sequence generation, concerns regarding allocation concealment and blinding were identified in a substantial proportion of the included studies. Network meta-analysis revealed that Nerandomilast was the most effective intervention for improving Forced Vital Capacity (FVC) (SUCRA: 98.85%). N-acetylcysteine (NAC) combined with Roxithromycin (RXM) was the most effective intervention for improving Vital Capacity (VC) (SUCRA: 88.8%) and Forced Expiratory Volume in 1 s/Forced Vital Capacity (FEV1/FVC) (SUCRA: 97.45%). Ambroxol was the most effective intervention for improving Total Lung Capacity (TLC) (SUCRA: 82.52%), while Thalidomide was the most effective intervention for improving Diffusing Capacity of the Lung for Carbon Monoxide (DLCO) (SUCRA: 90.93%).

The results suggest that drugs targeting different pulmonary function parameters have corresponding mechanisms of action. Nerandomilast shows potential for improving FVC, while NAC combined with RXM may enhance VC and FEV1/FVC. Ambroxol appears effective in increasing TLC, and Thalidomide may boost DLCO. Nonetheless, these findings need validation through higher-quality studies in the future. Additionally, future research should examine the long-term effectiveness of new drugs like Nerandomilast and Pamrevlumab, while also improving comprehensive assessments of synergistic changes across various pulmonary function indicators.

https://www.crd.york.ac.uk/PROSPERO/view/CRD420251148658.

## Linked entities

- **Chemicals:** Nerandomilast (PubChem CID 166177189), N-acetylcysteine (PubChem CID 12035), Roxithromycin (PubChem CID 6915744), Ambroxol (PubChem CID 2132), Thalidomide (PubChem CID 5426)
- **Diseases:** Idiopathic pulmonary fibrosis (MONDO:0800029)

## Full-text entities

- **Genes:** TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, FN1 (fibronectin 1) [NCBI Gene 2335] {aka CIG, ED-B, FINC, FN, FNZ, GFND}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, IFNA1 (interferon alpha 1) [NCBI Gene 3439] {aka IFL, IFN, IFN-ALPHA, IFN-alphaD, IFNA13, IFNA@}, PDE4B (phosphodiesterase 4B) [NCBI Gene 5142] {aka DPDE4, PDEIVB}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, LOXL2 (lysyl oxidase like 2) [NCBI Gene 4017] {aka LOR, LOR2, WS9-14}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, VEGFA (vascular endothelial growth factor A) [NCBI Gene 7422] {aka L-VEGF, MVCD1, VEGF, VPF}, mucin [NCBI Gene 100508689], SNCA (synuclein alpha) [NCBI Gene 6622] {aka NACP, PARK1, PARK4, PD1}, CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}
- **Diseases:** toxicity (MESH:D064420), oedema (MESH:C536897), IPF (MESH:D054990), Idiopathic (MESH:D002311), gastrointestinal disturbances (MESH:D005767), blood glucose dysregulation (MESH:D006402), hypertension (MESH:D006973), deaths (MESH:D003643), microvascular occlusion (MESH:D017566), lung function impairment (MESH:D003072), tissue (MESH:D017695), chronic (MESH:D002908), exchange (MESH:D001816), immune dysregulation (OMIM:614878), hepatic function test abnormalities (MESH:D056486), interstitial lung disease (MESH:D017563), Pulmonary Fibroses (MESH:D011658), Respiratory tract infections (MESH:D012141), chronic inflammation (MESH:D007249), gastrointestinal symptoms (MESH:D012817), fibrosis (MESH:D005355), vomiting (MESH:D014839), hypoxia (MESH:D000860), airway dysfunction (MESH:D000402), pulmonary dysfunction (MESH:D011660), Function (MESH:D003291), diarrhea (MESH:D003967), Nausea (MESH:D009325), in blood vessel growth (MESH:D009383)
- **Chemicals:** Simtuzumab (MESH:C000613471), RXM (MESH:D015575), PFD (MESH:C093844), Macrolide (MESH:D018942), Captopril (MESH:D002216), MK0476 (MESH:C093875), Sildenafil (MESH:D000068677), disulfide (MESH:D004220), MD (-), bosentan (MESH:D000077300), BUD (MESH:D019819), Nintedanib (MESH:C530716), ROS (MESH:D017382), Heparin (MESH:D006493), N-Acetylcysteine (MESH:D000111), Pamrevlumab (MESH:C560078), glutathione (MESH:D005978), PDN (MESH:D011241), Carbon (MESH:D002244), Carbon Monoxide (MESH:D002248), Ambroxol (MESH:D000551), AZM (MESH:D017963), CTX (MESH:D003520), colchicine (MESH:D003078), Thalidomide (MESH:D013792), MP (MESH:D008775), N-acetylcystine (MESH:C030905), Metformin (MESH:D008687)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12968560/full.md

## References

197 references — full list in the complete paper: https://tomesphere.com/paper/PMC12968560/full.md

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Source: https://tomesphere.com/paper/PMC12968560