Evidence map›Paper›PMID 41808863›Full record

SynthesisFrontiers in pharmacology2026

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

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

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Yajie Yin *Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China.
Xinhui Wu *Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China.
Zhihao LiuHospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China.
Yinru LuoHospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China.
Mi JingHospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China.
Kefeng JingHospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China.
Qiuyuan LiHospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China.
Fei WangHospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China.
Ju HuangHospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: 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. Methods: 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). Results: 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%). Conclusion: 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. Systematic Review Registration: https://www.crd.york.ac.uk/PROSPERO/view/CRD420251148658.

Indexed as

idiopathic pulmonary fibrosisnetwork meta-analysispharmacological treatmentspulmonary functiontherapeutic efficacy

Identifiers

PMID41808863
PMCPMC12968560

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.