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Imaging Features of Systemic Sclerosis-Associated Interstitial Lung Disease
Published on: June 16, 2020
ILDgenDB: integrated genetic knowledge resource for interstitial lung diseases (ILDs).
Smriti Mishra1, Mohammad I Shah1, Malay Sarkar2
1Department of Biotechnology and Bioinformatics, Jaypee University of Information Technology, Waknaghat, Solan, Himachal Pradesh 173234, India.
Interstitial lung diseases (ILDs) involve inflammation and fibrosis. The ILDgenDB resource offers genetic data, including disease candidate genes (DCGs), microRNAs (miRNAs), and single nucleotide polymorphisms (SNPs), aiding in understanding ILD pathogenesis and biomarker discovery.
Area of Science:
- Pulmonary Medicine
- Genetics
- Bioinformatics
Background:
- Interstitial lung diseases (ILDs) are a complex group of pulmonary disorders with significant morbidity and mortality.
- Accurate and timely diagnosis of ILDs is challenging, particularly in developing nations.
- Genetic factors play a crucial role in the pathogenesis of ILDs.
Purpose of the Study:
- To develop ILDgenDB, the first genetic knowledge resource for ILDs.
- To provide integrated genetic data and analyses for a better understanding of ILD pathogenesis.
- To facilitate the identification of diagnostic biomarkers for ILDs.
Main Methods:
- Literature curation and bioinformatics workflows were employed to identify disease candidate genes (DCGs).
- Association analyses were performed for DCGs with microRNAs (miRNAs) and single nucleotide polymorphisms (SNPs).
- ILD-specificity index and hypergeometric test scores were incorporated for statistical significance.
Main Results:
- The ILDgenDB resource contains 299 manually verified DCGs, associated with 1932 SNPs and 2966 miRNAs.
- Significant associations between miRNAs, SNPs, and pathways involved in ILD pathogenesis were identified.
- 216 potential biomarkers were identified, and the resource facilitates graphical visualization of gene-disease interactions.
Conclusions:
- ILDgenDB provides a valuable platform for accessing and analyzing ILD genetic data.
- The findings suggest a significant role for the immune system and defense mechanisms in ILD pathogenesis.
- This resource has the potential to advance genetic-based disease monitoring and diagnosis for ILDs.
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