Cassandra Miller, Ivan Klyuzhin, Guillaume Chaussé, Julia Brosch-Lenz, Helena Koniar, Kuangyu Shi, Arman Rahmim, Carlos Uribe
{"title":"细胞几何形状、细胞摄取区域和肿瘤形态对前列腺癌中 225Ac 和 177Lu 剂量分布的影响。","authors":"Cassandra Miller, Ivan Klyuzhin, Guillaume Chaussé, Julia Brosch-Lenz, Helena Koniar, Kuangyu Shi, Arman Rahmim, Carlos Uribe","doi":"10.1186/s40658-024-00700-9","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Radiopharmaceutical therapy with <sup>225</sup>Ac- and <sup>177</sup>Lu-PSMA has shown promising results for the treatment of prostate cancer. However, the distinct physical properties of alpha and beta radiation elicit varying cellular responses, which could be influenced by factors such as tumour morphology. In this study, we use simulations to examine how cell geometry, region of pharmaceutical uptake within the cell to model different internalization fractions, and the presence of tumour hypoxia and necrosis impact nucleus absorbed doses and dose heterogeneity with <sup>225</sup>Ac and <sup>177</sup>Lu. We also develop nucleus absorbed dose kernels for application to autoradiography images.</p><p><strong>Methods: </strong>We used the GATE Monte Carlo software to simulate three geometries of LNCaP prostate cancer cells (spherical, cubic, and ovoid) with activity of <sup>225</sup>Ac or <sup>177</sup>Lu internalized in the cytoplasm or bound to the extracellular membrane. Nucleus S-values were calculated for each geometry, source region, and isotope. The cell models were used to create nucleus absorbed dose kernels for each source region describing the dose to each nucleus in a cell layer, which were applied to simulated tumours composed of normoxic, hypoxic, or necrotic cancer cells to obtain dose rate maps. Absorbed doses within the tumours and dose heterogeneity were analyzed for each tumour morphology and isotope. Cell geometry made a minimal impact on S-values to the nucleus, however internalization resulted in higher nucleus doses. Applying the kernels to the simulated tumour maps showed that doses to each cell type varied between <sup>225</sup>Ac and <sup>177</sup>Lu depending on tumour morphology. Dose heterogeneity within tumours was slightly higher with <sup>225</sup>Ac, however the tumour morphology made a larger impact on dose heterogeneity compared to the choice of isotope, with hypoxic and necrotic tumours having very heterogeneous dose distributions.</p><p><strong>Conclusions: </strong>Cell geometry simplifications may still allow robust results in simulation studies. Furthermore, the morphology of the tumour itself may make a larger impact on treatment response compared to other variables such as ratio of internalization. Finally, nucleus absorbed dose kernels were created that could enable microdosimetric studies with autoradiography.</p>","PeriodicalId":11559,"journal":{"name":"EJNMMI Physics","volume":"11 1","pages":"97"},"PeriodicalIF":3.0000,"publicationDate":"2024-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11582247/pdf/","citationCount":"0","resultStr":"{\"title\":\"Impact of cell geometry, cellular uptake region, and tumour morphology on <sup>225</sup>Ac and <sup>177</sup>Lu dose distributions in prostate cancer.\",\"authors\":\"Cassandra Miller, Ivan Klyuzhin, Guillaume Chaussé, Julia Brosch-Lenz, Helena Koniar, Kuangyu Shi, Arman Rahmim, Carlos Uribe\",\"doi\":\"10.1186/s40658-024-00700-9\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Radiopharmaceutical therapy with <sup>225</sup>Ac- and <sup>177</sup>Lu-PSMA has shown promising results for the treatment of prostate cancer. However, the distinct physical properties of alpha and beta radiation elicit varying cellular responses, which could be influenced by factors such as tumour morphology. In this study, we use simulations to examine how cell geometry, region of pharmaceutical uptake within the cell to model different internalization fractions, and the presence of tumour hypoxia and necrosis impact nucleus absorbed doses and dose heterogeneity with <sup>225</sup>Ac and <sup>177</sup>Lu. We also develop nucleus absorbed dose kernels for application to autoradiography images.</p><p><strong>Methods: </strong>We used the GATE Monte Carlo software to simulate three geometries of LNCaP prostate cancer cells (spherical, cubic, and ovoid) with activity of <sup>225</sup>Ac or <sup>177</sup>Lu internalized in the cytoplasm or bound to the extracellular membrane. Nucleus S-values were calculated for each geometry, source region, and isotope. 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Dose heterogeneity within tumours was slightly higher with <sup>225</sup>Ac, however the tumour morphology made a larger impact on dose heterogeneity compared to the choice of isotope, with hypoxic and necrotic tumours having very heterogeneous dose distributions.</p><p><strong>Conclusions: </strong>Cell geometry simplifications may still allow robust results in simulation studies. Furthermore, the morphology of the tumour itself may make a larger impact on treatment response compared to other variables such as ratio of internalization. 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引用次数: 0
摘要
背景:225Ac- 和 177Lu-PSMA 放射性药物疗法在治疗前列腺癌方面取得了可喜的成果。然而,α射线和β射线不同的物理特性会引起不同的细胞反应,这可能会受到肿瘤形态等因素的影响。在本研究中,我们通过模拟来研究细胞几何形状、细胞内药物吸收区域以模拟不同的内化分数,以及肿瘤缺氧和坏死的存在如何影响细胞核吸收剂量和 225Ac 和 177Lu 的剂量异质性。我们还开发了细胞核吸收剂量核,以应用于自动放射成像图像:我们使用 GATE Monte Carlo 软件模拟了 LNCaP 前列腺癌细胞的三种几何形状(球形、立方体和卵圆形),细胞质内含或与细胞外膜结合的 225Ac 或 177Lu 具有活性。针对每种几何形状、源区域和同位素计算了细胞核 S 值。细胞模型用于为每个源区创建细胞核吸收剂量核,描述细胞层中每个细胞核的剂量,并将其应用于由正常缺氧、缺氧或坏死癌细胞组成的模拟肿瘤,以获得剂量率图。针对每种肿瘤形态和同位素,分析了肿瘤内的吸收剂量和剂量异质性。细胞几何形状对细胞核的 S 值影响极小,但细胞内化会导致细胞核剂量增加。将核应用于模拟肿瘤图显示,根据肿瘤形态的不同,每种细胞类型的剂量在 225Ac 和 177Lu 之间变化。225Ac在肿瘤内的剂量异质性稍高,但与同位素的选择相比,肿瘤形态对剂量异质性的影响更大,缺氧和坏死肿瘤的剂量分布非常不均匀:结论:在模拟研究中,对细胞几何形状进行简化仍可获得可靠的结果。此外,与内化比率等其他变量相比,肿瘤本身的形态可能会对治疗反应产生更大的影响。最后,还创建了细胞核吸收剂量核,可以利用自动放射摄影技术进行微量模拟研究。
Impact of cell geometry, cellular uptake region, and tumour morphology on 225Ac and 177Lu dose distributions in prostate cancer.
Background: Radiopharmaceutical therapy with 225Ac- and 177Lu-PSMA has shown promising results for the treatment of prostate cancer. However, the distinct physical properties of alpha and beta radiation elicit varying cellular responses, which could be influenced by factors such as tumour morphology. In this study, we use simulations to examine how cell geometry, region of pharmaceutical uptake within the cell to model different internalization fractions, and the presence of tumour hypoxia and necrosis impact nucleus absorbed doses and dose heterogeneity with 225Ac and 177Lu. We also develop nucleus absorbed dose kernels for application to autoradiography images.
Methods: We used the GATE Monte Carlo software to simulate three geometries of LNCaP prostate cancer cells (spherical, cubic, and ovoid) with activity of 225Ac or 177Lu internalized in the cytoplasm or bound to the extracellular membrane. Nucleus S-values were calculated for each geometry, source region, and isotope. The cell models were used to create nucleus absorbed dose kernels for each source region describing the dose to each nucleus in a cell layer, which were applied to simulated tumours composed of normoxic, hypoxic, or necrotic cancer cells to obtain dose rate maps. Absorbed doses within the tumours and dose heterogeneity were analyzed for each tumour morphology and isotope. Cell geometry made a minimal impact on S-values to the nucleus, however internalization resulted in higher nucleus doses. Applying the kernels to the simulated tumour maps showed that doses to each cell type varied between 225Ac and 177Lu depending on tumour morphology. Dose heterogeneity within tumours was slightly higher with 225Ac, however the tumour morphology made a larger impact on dose heterogeneity compared to the choice of isotope, with hypoxic and necrotic tumours having very heterogeneous dose distributions.
Conclusions: Cell geometry simplifications may still allow robust results in simulation studies. Furthermore, the morphology of the tumour itself may make a larger impact on treatment response compared to other variables such as ratio of internalization. Finally, nucleus absorbed dose kernels were created that could enable microdosimetric studies with autoradiography.
期刊介绍:
EJNMMI Physics is an international platform for scientists, users and adopters of nuclear medicine with a particular interest in physics matters. As a companion journal to the European Journal of Nuclear Medicine and Molecular Imaging, this journal has a multi-disciplinary approach and welcomes original materials and studies with a focus on applied physics and mathematics as well as imaging systems engineering and prototyping in nuclear medicine. This includes physics-driven approaches or algorithms supported by physics that foster early clinical adoption of nuclear medicine imaging and therapy.