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Published on: December 4, 2018
Significance of PPARA as a Treatment Target for Chronic Lymphocytic Leukemia
Xixi Xiang1, Fu Li1, Sha Zhou1
1State Key Laboratory of Trauma, Burns and Combined Injury, Medical Center of Hematology, Xinqiao Hospital of Army Medical University, Key Subject of Chongqing, Chongqing 400037, China.
Abstract:
Peroxisome proliferator-activated receptor alpha (PPARA) has been suggested as a therapeutic target for chronic lymphocytic leukemia (CLL). However, the underlying molecular mechanism remains largely unclear. In this study, we analyzed DNA next-generation sequencing (NGS) data and clinical information from 86 CLL patients to identify gene markers related to treatment-free survival (TFS) length. We then constructed a genetic network that includes CLL promoters, treatment targets, and TFS-related marker genes. To assess the significance of PPARA within the network, we utilized degree centrality (DC) and pathway enrichment score (EScore). Clinical and NGS data revealed 10 TFS length-related gene markers, including RPS15, FOXO1, FBXW7, KMT2A, NOTCH1, GNA12, EGR2, GNA13, KDM6A, and ATM. Through literature data mining, 83 genes were identified as CLL upstream promoters and treatment targets. Among them, PPARA exhibited a stronger connection to CLL and TFS-related gene markers, as evidenced by its ranking at No. 13 based on DC, compared to most of the other promoters (>84%). Additionally, PPARA co-functions with 70 out of 92 in-network genes in various functional pathways/gene groups related to CLL pathology, such as regulation of cell adhesion, inflammation, reactive oxygen species, and cell differentiation. Based on our findings, PPARA is considered one of the critical genes within a large genetic network that influences the prognosis and TFS of CLL through multiple pathogenic pathways.
Insights
Peroxisome proliferator-activated receptor alpha (PPARA) is a key gene influencing chronic lymphocytic leukemia (CLL) prognosis. This study identifies PPARA as a critical factor in a genetic network affecting treatment-free survival (TFS) in CLL patients.
Area of Science:
- Oncology
- Molecular Biology
- Genetics
Background:
- Peroxisome proliferator-activated receptor alpha (PPARA) is a potential therapeutic target for chronic lymphocytic leukemia (CLL).
- The precise molecular mechanisms linking PPARA to CLL progression and treatment response are not well understood.
Purpose of the Study:
- To identify gene markers associated with treatment-free survival (TFS) in CLL patients.
- To construct and analyze a genetic network involving CLL promoters, treatment targets, and TFS-related genes.
- To evaluate the significance of PPARA within this network.
Main Methods:
- Analysis of DNA next-generation sequencing (NGS) data and clinical information from 86 CLL patients.
- Identification of 10 gene markers correlated with TFS length.
- Literature data mining to identify 83 CLL promoters and treatment targets.
- Construction of a genetic network and assessment of PPARA's centrality using degree centrality (DC).
Main Results:
- Ten gene markers related to TFS length were identified: RPS15, FOXO1, FBXW7, KMT2A, NOTCH1, GNA12, EGR2, GNA13, KDM6A, and ATM.
- PPARA ranked 13th in degree centrality, indicating a strong connection to CLL and TFS markers within the network.
- PPARA functionally interacts with 70 of 92 network genes involved in CLL-related pathways like cell adhesion and inflammation.
Conclusions:
- PPARA plays a critical role in the genetic network influencing CLL prognosis and treatment-free survival.
- PPARA's involvement in multiple pathogenic pathways highlights its significance in CLL progression.
- Further investigation into PPARA as a therapeutic target for CLL is warranted.
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