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Proteome-wide mendelian randomization study implicates therapeutic targets in common cancers
Feihong Ren1,2, Qiubai Jin1, Tongtong Liu1
1Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, 100053, China.
Background:
The interest in targeted cancer therapies has been growing rapidly. While numerous cancer biomarkers and targeted treatment strategies have been developed and employed, there are still significant limitations and challenges in the early diagnosis and targeted treatment of cancers. Accordingly, there is an urgent need to identify novel targets and develop new targeted drugs.
Methods:
The study was conducted using combined cis-Mendelian randomization (cis-MR) and colocalization analysis. We analyzed data from 732 plasma proteins to identify potential drug targets associated with eight site-specific cancers. These findings were further validated using the UK Biobank dataset. Then, a protein-protein interaction network was also constructed to examine the interplay between the identified proteins and the targets of existing cancer medications.
Results:
This MR analysis revealed associations between five plasma proteins and prostate cancer, five with breast cancer, and three with lung cancer. Subsequently, these proteins were classified into four distinct target groups, with a focus on tier 1 and 2 targets due to their higher potential to become drug targets. Our study indicatied that genetically predicted KDELC2 (OR: 0.89, 95% CI 0.86-0.93) and TNFRSF10B (OR: 0.74, 95% CI 0.65-0.83) are inversely associated with prostate cancer. Furthermore, we observed an inverse association between CPNE1 (OR: 0.96, 95% CI 0.94-0.98) and breast cancer, while PDIA3 (OR: 1.19, 95% CI 1.10-1.30) were found to be associated with the risk of breast cancer. In addition, we also propose that SPINT2 (OR: 1.05, 95% CI 1.03-1.06), GSTP1 (OR: 0.82, 95% CI 0.74-0.90), and CTSS (OR: 0.91, 95% CI 0.88-0.95) may serve as potential therapeutic targets in prostate cancer. Similarly, GDI2 (OR: 0.85, 95% CI 0.80-0.91), ISLR2 (OR: 0.87, 95% CI 0.82-0.93), and CTSF (OR: 1.14, 95% CI 1.08-1.21) could potentially be targets for breast cancer. Additionally, we identified SFTPB (OR: 0.93, 95% CI 0.91-0.95), ICAM5 (OR: 0.95, 95% CI 0.93-0.97), and FLRT3 (OR: 1.10, 95% CI 1.05-1.15) as potential targets for lung cancer. Notably, TNFRSF10B, GSTP1, and PDIA3 were found to interact with the target proteins of current medications used in prostate or breast cancer treatment.
Conclusions:
This comprehensive analysis has highlighted thirteen plasma proteins with potential roles in three site-specific cancers. Continued research in this area may reveal their therapeutic potential, particularly KDELC2, TNFRSF10B, CPNE1, and PDIA3, paving the way for more effective cancer treatments.
Insights
This study identified 13 plasma proteins as potential therapeutic targets for prostate, breast, and lung cancers. Key proteins like KDELC2 and TNFRSF10B show promise for developing novel targeted cancer therapies.
Area of Science:
- Genetics and Genomics
- Oncology
- Pharmacology
Background:
- Growing interest in targeted cancer therapies highlights limitations in early diagnosis and treatment.
- Urgent need for novel drug targets and effective therapeutic strategies in oncology.
Purpose of the Study:
- To identify novel plasma protein targets for site-specific cancers using genetic association analysis.
- To explore the therapeutic potential of identified proteins and their interaction with existing cancer drug targets.
Main Methods:
- Combined cis-Mendelian randomization (cis-MR) and colocalization analysis of 732 plasma proteins.
- Validation using the UK Biobank dataset and construction of a protein-protein interaction network.
Main Results:
- Identified associations between plasma proteins and prostate, breast, and lung cancers.
- Highlighted KDELC2, TNFRSF10B, CPNE1, PDIA3, SPINT2, GSTP1, CTSS, GDI2, ISLR2, CTSF, SFTPB, ICAM5, and FLRT3 as potential therapeutic targets.
- TNFRSF10B, GSTP1, and PDIA3 interact with targets of existing cancer medications.
Conclusions:
- Thirteen plasma proteins show potential as therapeutic targets for prostate, breast, and lung cancers.
- Further research into proteins such as KDELC2, TNFRSF10B, CPNE1, and PDIA3 may lead to more effective cancer treatments.
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