Network analysis of transcriptomics data for the prediction and prioritization of membrane-associated biomarkers for idiopathic pulmonary fibrosis (IPF) by …

S Mishra, MI Shah, SU Kumar, DT Kumar… - Advances in protein …, 2021 - Elsevier
Idiopathic pulmonary fibrosis (IPF) is a rare yet crucial persistent lung disorder that actuates
scarring of lung tissues, which makes breathing difficult. Smoking, environmental pollution …

A potential three-gene-based diagnostic signature for idiopathic pulmonary fibrosis

Y Wu, L Zhong, L Qiu, L Dong, L Yang, L Chen - Frontiers in Genetics, 2023 - frontiersin.org
Background: Idiopathic pulmonary fibrosis (IPF) is a life-threatening disease whose etiology
remains unknown. This study aims to explore diagnostic biomarkers and pathways involved …

Integrative omics analysis identifies biomarkers of idiopathic pulmonary fibrosis

P Zheng, S Sun, J Wang, ZJ Cheng, KC Lei… - Cellular and Molecular …, 2022 - Springer
Idiopathic pulmonary fibrosis (IPF) is an interstitial lung disease characterized by chronic
progressive pulmonary fibrosis and a poor prognosis. Genetic studies, including …

Identifying potential biomarkers of idiopathic pulmonary fibrosis through machine learning analysis

Z Wu, H Chen, S Ke, L Mo, M Qiu, G Zhu, W Zhu… - Scientific Reports, 2023 - nature.com
Idiopathic pulmonary fibrosis (IPF) is the most common and serious type of idiopathic
interstitial pneumonia, characterized by chronic, progressive, and low survival rates, while …

[HTML][HTML] Identification of transcriptomic markers for developing idiopathic pulmonary fibrosis: an integrative analysis of gene expression profiles

D Li, Y Liu, B Wang - International Journal of Clinical and …, 2020 - ncbi.nlm.nih.gov
Idiopathic pulmonary fibrosis (IPF) remains a lethal disease with unknown etiology and
unmet medical need. The aim of this study was to perform an integrative analysis of multiple …

Molecular signatures of idiopathic pulmonary fibrosis

IR Konigsberg, R Borie, AD Walts… - American journal of …, 2021 - atsjournals.org
Molecular patterns and pathways in idiopathic pulmonary fibrosis (IPF) have been
extensively investigated, but few studies have assimilated multiomic platforms to provide an …

Integrative multi-omics analysis reveals novel idiopathic pulmonary fibrosis endotypes associated with disease progression

P Ruan, JL Todd, H Zhao, Y Liu, R Vinisko… - Respiratory …, 2023 - Springer
Background Idiopathic pulmonary fibrosis (IPF) is characterized by the accumulation of
extracellular matrix in the pulmonary interstitium and progressive functional decline. We …

[HTML][HTML] Machine learning-based prediction of candidate gene biomarkers correlated with immune infiltration in patients with idiopathic pulmonary fibrosis

Y Zhang, C Wang, Q Xia, W Jiang, H Zhang… - Frontiers in …, 2023 - frontiersin.org
Objective This study aimed to identify candidate gene biomarkers associated with immune
infiltration in idiopathic pulmonary fibrosis (IPF) based on machine learning algorithms …

The identification of metabolism-related subtypes and potential treatments for idiopathic pulmonary fibrosis

C Yang, G Wang, W Zhan, Y Wang… - Frontiers in Pharmacology, 2023 - frontiersin.org
Background: Idiopathic pulmonary fibrosis (IPF) is caused by aberrant repair because of
alveolar epithelial injury and can only be effectively treated with several compounds …

Integrative analyses of genes associated with idiopathic pulmonary fibrosis

H Wang, Q Xie, W Ou‐Yang… - Journal of Cellular …, 2019 - Wiley Online Library
Idiopathic pulmonary fibrosis (IPF), characterized by irreversible scarring and progressive
destruction of the lung tissue, is one of the most common types of idiopathic interstitial …