Searching for Protein Off-Targets of Prostate-Specific Membrane Antigen-Targeting Radioligands in the Salivary Glands.
William JulianOlga SergeevaWei CaoChunying WuBernadette ErokwuChris FlaskLifang ZhangXinning WangJames BasilionSichun YangZhenghong LeePublished in: Cancer biotherapy & radiopharmaceuticals (2024)
Background: Prostate specific membrane antigen (PSMA)-targeted radioligand therapies represent a highly effective treatment for metastatic prostate cancer. However, high and sustain uptake of PSMA-ligands in the salivary glands led to dose limiting dry mouth (xerostomia), especially with α-emitters. The expression of PSMA and histologic analysis couldn't directly explain the toxicity, suggesting a potential off-target mediator for uptake. In this study, we set out to search for possible off-target non-PSMA protein(s) in the salivary glands. Methods: A machine-learning based quantitative structure activity relationship (QSAR) model was built for seeking the possible off-target(s). The resulting target candidates from the model prediction were subjected to further analysis for salivary protein expression and structural homology at key regions required for PSMA-ligand binding. Furthermore, cellular binding assays were performed utilizing multiple cell lines with high expression of the candidate proteins and low expression of PSMA. Finally, PSMA knockout (PSMA-/-) mice were scanned by small animal PET/MR using [68Ga]Ga-PSMA-11 for in-vivo validation. Results: The screening of the trained QSAR model did not yield a solid off-target protein, which was corroborated in part by cellular binding assays. Imaging using PSMA-/- mice further demonstrated markedly reduced PSMA-radioligand uptake in the salivary glands. Conclusion: Uptake of the PSMA-targeted radioligands in the salivary glands remains primarily PSMA-mediated. Further investigations are needed to illustrate a seemingly different process of uptake and retention in the salivary glands than that in prostate cancer.
Keyphrases
- pet ct
- pet imaging
- prostate cancer
- positron emission tomography
- machine learning
- poor prognosis
- squamous cell carcinoma
- magnetic resonance imaging
- molecular docking
- radical prostatectomy
- cancer therapy
- type diabetes
- structure activity relationship
- risk assessment
- oxidative stress
- high throughput
- metabolic syndrome
- small molecule
- photodynamic therapy
- mental health
- protein protein
- high fat diet induced
- insulin resistance
- data analysis