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Updated: Jun 20, 2026

The Use of Reverse Phase Protein Arrays (RPPA) to Explore Protein Expression Variation within Individual Renal Cell Cancers
Published on: January 22, 2013
Genetic insights revealed ADRB1 as potential target for clear cell renal cell carcinoma
Honghui Zhu1, Qi Lin1, Zhixian Yu1
1Department of Urology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.
Background:
Antihypertensive drug targets are associated with various cancers, but their relationship with clear cell renal cell carcinoma (CCRCC) risk remains unclear.
Methods:
Summary-data-based Mendelian randomization (SMR) and colocalization analyses were performed. Four antihypertensive drug targets (ACE, ADRB1, ADRB2, and SLC12A3) and CCRCC were included. Patients with CCRCC were identified from two large GWAS databases, including 752,817 and 315,137 individuals (Finnish cohorts), for the discovery and external validation analyses, respectively. Meta-analysis was conducted to integrate the results from both cohorts. Western blotting and prognostic analyses of tumor survival revealed the relationship between ADRB1 and CCRCC.
Results:
ADRB1 was associated with CCRCC risk in both the discovery and validation cohorts (odds ratio (OR): 1.097, per standard deviation unit (SD) change in antihypertensive drug target perturbation equivalent to 1 SD unit of decreased blood pressure; 95% confidence interval (95% CI): 1.063-1.132; P-value = 0.016) vs. OR: 1.284; 95% CI: 1.014-1.627; P-value = 0.013). ADRB2 was associated with CCRCC risk in discovery cohort (OR: 1.224; 95% CI: 1.045-1.433; P-value = 0.019). Integrated outcomes demonstrated that both ADRB1 (OR: 1.100; 95% CI: 1.066-1.135; P-value<0.0001) and ADRB2 (OR: 1.313; 95% CI: 1.137-1.517; P-value = 0.0002) were associated with CCRCC risk. Colocalization analyses indicated that ADRB1 (PP4 = 0.996) and ADRB2 (PP4 = 0.895) shared the same region of genetic variation with CCRCC. Furthermore, ADRB1 was highly expressed in CCRCC tumor tissues and was associated with poor tumor survival and prognosis.
Conclusion:
ADRB1 was associated with the risk of CCRCC, providing additional perspectives into potential treatment strategies for CCRCC.
Insights
This study found that ADRB1, a target of antihypertensive drugs, is associated with an increased risk of clear cell renal cell carcinoma (CCRCC). These findings may inform future CCRCC treatment strategies.
Area of Science:
- Genetics
- Oncology
- Pharmacology
Background:
- Antihypertensive drug targets have been linked to various cancers.
- The specific relationship between these targets and clear cell renal cell carcinoma (CCRCC) risk is not well understood.
Purpose of the Study:
- To investigate the association between antihypertensive drug targets and CCRCC risk.
- To explore the potential role of ADRB1 in CCRCC development and prognosis.
Main Methods:
- Summary-data-based Mendelian randomization (SMR) and colocalization analyses were performed using large genome-wide association study (GWAS) databases.
- Meta-analysis integrated results from discovery and validation cohorts (totaling over 1 million individuals).
- Western blotting and prognostic analyses assessed ADRB1 expression and its impact on tumor survival.
Main Results:
- ADRB1 was significantly associated with increased CCRCC risk in both discovery and validation cohorts.
- ADRB2 also showed an association with CCRCC risk in the discovery cohort.
- Colocalization analyses supported shared genetic variation between ADRB1/ADRB2 and CCRCC. ADRB1 was highly expressed in CCRCC tumors and linked to poorer survival.
Conclusions:
- ADRB1 is a potential risk factor for CCRCC.
- The findings offer new insights into potential therapeutic targets for CCRCC.
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