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SPP1, a potential therapeutic target and biomarker for lung cancer: functional insights through computational studies
Yamuna Annadurai1, Murugesh Easwaran1, Shobana Sundar2
1Computational Biology Lab, Department of Bioinformatics, Bharathiar University, Coimbatore, Tamil Nadu, India.
Abstract:
NIH reported 128 different types of cancer of which lung cancer is the leading cause of mortality. Globally, it is estimated that on average one in every seventeen hospitalized patients was deceased. There are plenty of studies that have been reported on lung cancer draggability and therapeutics, but yet a protein that plays a central specific to cure the disease remains unclear. So, this study is designed to identify the possible therapeutic targets and biomarkers that can be used for the potential treatment of lung cancers. In order to identify differentially expressed genes, 39 microarray datasets of lung cancer patients were obtained from various demographic regions of the GEO database available at NCBI. After annotating statistically, 6229 up-regulated genes and 10324 down-regulated genes were found. Out of 17 up-regulated genes and significant genes, we selected SPP1 (osteopontin) through virtual screening studies. We found functional interactions with the other cancer-associated genes such as VEGF, FGA, JUN, EGFR, and TGFB1. For the virtual screening studies,198 biological compounds were retrieved from the ACNPD database and docked with SPP1 protein (PDBID: 3DSF). In the results, two highly potential compounds secoisolariciresinol diglucoside (-12.9 kcal/mol), and Hesperidin (-12.0 kcal/mol) showed the highest binding affinity. The stability of the complex was accessed by 100 ns simulation in an SPC water model. From the functional insights obtained through these computational studies, we report that SPP1 could be a potential biomarker and successive therapeutic protein target for lung cancer treatment.
Insights
Researchers identified SPP1 (osteopontin) as a potential therapeutic target and biomarker for lung cancer treatment. Computational studies revealed specific compounds that bind effectively to SPP1, offering new avenues for drug development.
Area of Science:
- Oncology
- Computational Biology
- Genomics
Background:
- Lung cancer is a leading cause of mortality globally, with limited specific therapeutic targets identified.
- Despite extensive research, a definitive protein target for effective lung cancer treatment remains elusive.
Purpose of the Study:
- To identify novel therapeutic targets and biomarkers for lung cancer treatment.
- To investigate the potential of SPP1 (osteopontin) as a key player in lung cancer.
Main Methods:
- Analysis of 39 microarray datasets from lung cancer patients to identify differentially expressed genes.
- Virtual screening and molecular docking of compounds against the SPP1 protein (PDBID: 3DSF).
- Molecular dynamics simulation to assess the stability of protein-compound complexes.
Main Results:
- Identified 6229 up-regulated and 10324 down-regulated genes in lung cancer.
- Selected SPP1 (osteopontin) as a significant gene with functional interactions with other cancer-associated genes (VEGF, FGA, JUN, EGFR, TGFB1).
- Two compounds, secoisolariciresinol diglucoside and Hesperidin, demonstrated high binding affinity to SPP1, with stable complex formation.
Conclusions:
- SPP1 (osteopontin) shows promise as a potential biomarker for lung cancer.
- SPP1 is a viable therapeutic protein target for developing new lung cancer treatments.
- Computational drug discovery approaches can effectively identify potential therapeutic candidates.
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