Searching for Protein Off-Targets of Prostate-Specific Membrane Antigen-Targeting Radioligands in the Salivary Glands.

IF 2.4 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL
William Julian, Olga Sergeeva, Wei Cao, Chunying Wu, Bernadette Erokwu, Chris Flask, Lifang Zhang, Xinning Wang, James Basilion, Sichun Yang, Zhenghong Lee
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Abstract

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.

在唾液腺中寻找前列腺特异性膜抗原靶向放射性配体的蛋白质非靶点
背景:前列腺特异性膜抗原(PSMA)靶向放射性配体疗法是治疗转移性前列腺癌的高效疗法。然而,唾液腺对 PSMA 配体的高持续摄取会导致剂量限制性口干(口腔干燥症),尤其是α-发射体。PSMA 的表达和组织学分析并不能直接解释这种毒性,这表明可能存在摄取的脱靶介质。在本研究中,我们着手在唾液腺中寻找可能的非 PSMA 非靶蛋白。研究方法建立了一个基于机器学习的定量结构活性关系(QSAR)模型,以寻找可能的非靶标。对模型预测得出的候选目标进一步分析了唾液蛋白的表达和 PSMA-配体结合所需的关键区域的结构同源性。此外,还利用多种候选蛋白表达量高而 PSMA 表达量低的细胞系进行了细胞结合试验。最后,使用[68Ga]Ga-PSMA-11 对 PSMA 基因剔除(PSMA-/-)小鼠进行了小动物 PET/MR 扫描,以进行体内验证。结果:对训练有素的 QSAR 模型进行筛选后,并未发现可靠的脱靶蛋白,细胞结合试验也部分证实了这一点。使用 PSMA-/- 小鼠进行的成像进一步表明,唾液腺对 PSMA-radioligand 的摄取明显减少。结论:PSMA唾液腺对 PSMA 靶向放射性配体的摄取仍主要由 PSMA 介导。要说明唾液腺中与前列腺癌中似乎不同的摄取和保留过程,还需要进一步的研究。
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来源期刊
CiteScore
7.80
自引率
2.90%
发文量
87
审稿时长
3 months
期刊介绍: Cancer Biotherapy and Radiopharmaceuticals is the established peer-reviewed journal, with over 25 years of cutting-edge content on innovative therapeutic investigations to ultimately improve cancer management. It is the only journal with the specific focus of cancer biotherapy and is inclusive of monoclonal antibodies, cytokine therapy, cancer gene therapy, cell-based therapies, and other forms of immunotherapies. The Journal includes extensive reporting on advancements in radioimmunotherapy, and the use of radiopharmaceuticals and radiolabeled peptides for the development of new cancer treatments.
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