The future of clinical trials in idiopathic pulmonary fibrosis

P Spagnolo, TM Maher - Current Opinion in Pulmonary Medicine, 2024 - journals.lww.com
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SFTPB in serum extracellular vesicles as a biomarker of progressive pulmonary fibrosis

T Enomoto, Y Shirai, Y Takeda, R Edahiro… - JCI …, 2024 - pmc.ncbi.nlm.nih.gov
Progressive pulmonary fibrosis (PPF), defined as the worsening of various interstitial lung
diseases (ILDs), currently lacks useful biomarkers. To identify novel biomarkers for early …

Machine learning of plasma proteomics classifies diagnosis of interstitial lung disease

Y Huang, SF Ma, JM Oldham… - American Journal of …, 2024 - atsjournals.org
Rationale: Distinguishing connective tissue disease–associated interstitial lung disease
(CTD-ILD) from idiopathic pulmonary fibrosis (IPF) can be clinically challenging. Objectives …

Idiopathic pulmonary fibrosis: from common microscopy to single-cell biology and precision medicine

M Selman, A Pardo - American Journal of Respiratory and Critical …, 2024 - atsjournals.org
Idiopathic pulmonary fibrosis (IPF) represents one of the most complex and challenging
human diseases of our time, and the historical evolution of our knowledge about this …

[HTML][HTML] Circulating biomarkers and progression of idiopathic pulmonary fibrosis: data from the INMARK trial

TM Maher, RG Jenkins, V Cottin… - ERJ Open …, 2024 - publications.ersnet.org
Background We used data from the INMARK trial to investigate associations between
circulating biomarkers of extracellular matrix (ECM) turnover, inflammation and epithelial …

Deciphering the cellular and molecular landscape of pulmonary fibrosis through single-cell sequencing and machine learning

Y Zhou, Z Tong, X Zhu, C Wu, Y Zhou… - Journal of Translational …, 2025 - Springer
Pulmonary fibrosis is characterized by progressive lung scarring, leading to a decline in lung
function and an increase in morbidity and mortality. This study leverages single-cell …

Molecular endotypes of idiopathic pulmonary fibrosis: a latent class analysis of two multicenter observational cohorts

MV Maddali, AR Moore, P Sinha… - American journal of …, 2024 - atsjournals.org
Rationale: Idiopathic pulmonary fibrosis (IPF) causes irreversible fibrosis of the lung
parenchyma. Although antifibrotic therapy can slow IPF progression, treatment response is …

Spatial transcriptomic validation of a biomimetic model of fibrosis enables re-evaluation of a therapeutic antibody targeting LOXL2

JA Bell, ER Davies, CJ Brereton, M Vukmirovic… - Cell Reports …, 2024 - cell.com
Matrix stiffening by lysyl oxidase-like 2 (LOXL2)-mediated collagen cross-linking is proposed
as a core feedforward mechanism that promotes fibrogenesis. Failure in clinical trials of …

Biological Age, Chronological Age, and Survival in Pulmonary Fibrosis: A Causal Mediation Analysis

JV Pugashetti, JS Kim, S Bose… - American journal of …, 2024 - atsjournals.org
Rationale: Accelerated biological aging has been implicated in the development of
interstitial lung disease (ILD) and other diseases of aging but remains poorly understood …

Identification of PANoptosis-related genes for idiopathic pulmonary fibrosis by machine learning and molecular subtype analysis

L Wu, Y Liu, Y Zhang, R Xu, K Bi, J Li, J Wang, Y Liu… - Scientific Reports, 2024 - nature.com
Idiopathic pulmonary fibrosis (IPF) is a severe interstitial lung disease characterized by a
grim prognosis, in which various forms of cell death are significant contributors to its …