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Updated: Jul 1, 2025

Author Spotlight: Streamlining Protein Target Prediction and Validation via Molecular Docking and CETSA
Published on: February 23, 2024
Insight into telomere regulation: road to discovery and intervention in plasma drug-protein targets
Kaixi Ding1, Juejue Zhangwang1,2, Ming Lei3
1School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, 610075, China.
Background:
Telomere length is a critical metric linked to aging, health, and disease. Currently, the exploration of target proteins related to telomere length is usually limited to the context of aging and specific diseases, which limits the discovery of more relevant drug targets. This study integrated large-scale plasma cis-pQTLs data and telomere length GWAS datasets. We used Mendelian randomization(MR) to identify drug target proteins for telomere length, providing essential clues for future precision therapy and targeted drug development.
Methods:
Using plasma cis-pQTLs data from a previous GWAS study (3,606 Pqtls associated with 2,656 proteins) and a GWAS dataset of telomere length (sample size: 472,174; GWAS ID: ieu-b-4879) from UK Biobank, using MR, external validation, and reverse causality testing, we identified essential drug target proteins for telomere length. We also performed co-localization, Phenome-wide association studies and enrichment analysis, protein-protein interaction network construction, search for existing intervening drugs, and potential drug/compound prediction for these critical targets to strengthen and expand our findings.
Results:
After Bonferron correction (p < 0.05/734), RPN1 (OR: 0.96; 95%CI: (0.95, 0.97)), GDI2 (OR: 0.94; 95%CI: (0.92, 0.96)), NT5C (OR: 0.97; 95%CI: (0.95, 0.98)) had a significant negative causal association with telomere length; TYRO3 (OR: 1.11; 95%CI: (1.09, 1.15)) had a significant positive causal association with telomere length. GDI2 shared the same genetic variants with telomere length (coloc.abf-PPH 4 > 0.8).
Conclusion:
Genetically determined plasma RPN1, GDI2, NT5C, and TYRO3 have significant causal effects on telomere length and can potentially be drug targets. Further exploration of the role and mechanism of these proteins/genes in regulating telomere length is needed.
Insights
This study identified four key proteins—RPN1, GDI2, NT5C, and TYRO3—that causally influence telomere length. These proteins represent potential new drug targets for precision therapies related to aging and disease.
Area of Science:
- Genetics and genomics
- Biochemistry
- Pharmacology
Background:
- Telomere length is a crucial biomarker for aging, health, and disease.
- Current drug target discovery for telomere length is limited, hindering therapeutic development.
- Integrating large-scale genetic data offers new avenues for identifying relevant drug targets.
Purpose of the Study:
- To identify novel drug target proteins associated with telomere length using genetic data.
- To provide insights for precision therapy and targeted drug development.
- To explore the causal relationships between plasma proteins and telomere length.
Main Methods:
- Utilized Mendelian randomization (MR) with plasma cis-pQTLs and telomere length GWAS data (UK Biobank, n=472,174).
- Performed external validation, reverse causality testing, and co-localization analysis.
- Conducted phenome-wide association studies, enrichment analysis, and protein-protein interaction network construction.
Main Results:
- Identified significant causal associations between RPN1, GDI2, NT5C, and TYRO3 with telomere length.
- RPN1, GDI2, and NT5C showed a negative causal effect, while TYRO3 showed a positive causal effect.
- GDI2 demonstrated shared genetic variants with telomere length, confirmed by co-localization analysis.
Conclusions:
- Plasma proteins RPN1, GDI2, NT5C, and TYRO3 are genetically determined to have significant causal effects on telomere length.
- These proteins represent promising candidates for future drug targets.
- Further research is warranted to elucidate the mechanisms by which these proteins regulate telomere length.
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