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目的:分析块序正则化最大期望值(BSREM)重建算法不同β值重建对18F-氟化铝-前列腺特异性膜抗原-11(Al18FPSMA-11)PET/CT图像质量参数和半定量参数的影响,经Al18F-PSMA-11显像剂获取最佳图像质量和准确半定量参数的β值。方法:回顾性分析2022年7月至2023年11月就诊于天津医科大学肿瘤医院,经病理诊断为前列腺癌并且在本院行Al18F-PSMA-11 PET/CT检查的23例患者的56个病灶,所有图像分别选择有序子集最大化(OSEM)算法重建和BSREM算法重建。BSREM选择不同的β值:β100、β200、β300、β400、β500、β600、β700、β800、β900和β1 000进行重建。视觉分析由两名医师对所有图像进行独立评分。测量两种重建方法后的图像噪声(Noise)、信噪比(SNR)、信号背景比(SBR)、最大标准化摄取值(SUVmax)。分析β100~β1000的Noise、SNR、SBR及SUVmax变化,并结合视觉分析结果评价Al18F-PSMA-11 PET/CT BSREM重建β值对图像质量和半定量参数的影响。结果:23例患者BSREM重建算法图像随β值上升Noise水平整体呈现下降趋势(Q=227.13,P<0.001),β100和β200时Noise水平高于OSEM重建(Z=-4.20,-2.54,P<0.05)。随β值上升所有病灶的SNR整体呈递增趋势(Q=305.33,P<0.001),β100时SNR与OSEM重建的SNR比较差异无统计学意义(P>0.05),β200~β1 000时SNR高于OSEM重建,差异均有统计学意义(Z=-2.446,-3.920,-5.839,-6.089,-6.464,-6.446,-6.196,-5.562,-5.821,P<0.05)。β600~β1 000相邻值间SNR比较差异均无统计学意义(P>0.05),SNR趋于平稳。所有病灶SBR随β值上升逐渐下降,β600时与OSEM重建SBR差异无统计学意义(P>0.05)。β700~β1 000时SBR低于OSEM重建,差异均有统计学意义(Z=-1.098,-2.196,-3.250,-4.321, P<0.05),β700~β1 000相邻值间SBR比较差异均无统计学意义(P>0.05),SBR趋于平稳。SUVmax随β值增加逐渐下降(Q=529.99,P<0.001),β100~β500时SUVmax高于OSEM重建,差异均有统计学意义(Z=-5.607,-4.714,-3.589,-2.625,-1.357,P<0.05)。β600和β700时SUVmax与OSEM重建比较差异无统计学意义(P>0.05)。β800~β1 000时SUVmax低于OSEM重建(Z=-2.107,-3.188,-4.268,P<0.05)。视觉评分结果显示,BSREM重建算法β100~β300、β900和β1 000图像质量低于OSEM重建,β400和β800图像质量近似于OSEM重建,β500~β700图像质量显著优于OSEM重建。结论:BSREM重建β值影响Al18F-PSMA-11 PET/CT图像Noise、SNR、SBR及SUVmax,且影响图像质量和诊断水平,而最适重建β值建议为600。
Abstract:Objective: To investigate the effect of different β values of the Block Sequential Regularized Expectation Maximization(BSREM) algorithm on the image quality parameters and semi-quantitative parameters of [18F]aluminum fluoride-prostate-specific membrane antigen-11(Al18F-PSMA-11) PET/CT, and to screen out the optimal reconstruction βvalue for this imaging agent. Methods: A retrospective study was conducted on 23 patients pathologically diagnosed with prostate cancer who underwent Al18FPSMA-11 PET/CT examination at Tianjin Medical University Cancer Institute and Hospital from July 2022 to November 2023, with a total of 56 lesions enrolled. All images were reconstructed using the Ordered Subsets Expectation Maximization(OSEM) algorithm and the BSREM algorithm respectively. For the BSREM algorithm, the β values were set as a gradient series of 100, 200, 300, 400, 500, 600, 700, 800, 900 and 1000. Two senior radiologists performed double-blind visual quality scoring of all images. The image noise(Noise), signal-to-noise ratio(SNR), signal-to-background ratio(SBR) and maximum standardized uptake value(SUVmax) were measured after reconstruction with the two algorithms. The variations of Noise, SNR, SBR and SUVmax with β values ranging from 100 to 1000 were analyzed, and combined with the results of visual analysis, the effect of β values in BSREM reconstruction on the image quality and semi-quantitative parameters of Al18F-PSMA-11 PET/CT was evaluated. Results: In 23 patients, the overall noise level decreased with increasing β values(Q=227.13, P<0.001), while the noise levels at β100 and β200 were higher than those reconstructed by OSEM(Z=-4.20,-2.54, P<0.05). The signal-to-noise ratio(SNR) of all lesions showed an overall increasing trend with rising β values(Q=305.33, P<0.05). At β100, the SNR did not differ statistically from OSEM reconstruction(P>0.05). Between β200 and β1000, the SNR was higher than that reconstructed by OSEM(Z=-2.446,-3.920,-5.839,-6.089,-6.464,-6.446,-6.196,-5.562,-5.821, P<0.05). Between adjacent values at β600 and β1000, the SNR did not differ statistically(P>0.05), indicating a plateau in SNR.The SBR of all lesions gradually decreased with increasing β values. At β600, the SBR showed no difference from OSEM-reconstructed SBR(P>0.05). Between β700 and β1000, the SBR was lower than OSEM-reconstructed SBR(Z=-1.098,-2.196,-3.250,-4.321, P<0.05). There was no statistically significant difference in SBR between adjacent values within β700 to β1 000(P>0.05), and SBR tended to stabilize. The SUVmax gradually decreased with increasing β values(Q=529.99, P<0.001). Between β100 and β500, the SUVmax was higher than OSEM-reconstructed(Z=-5.607,-4.714,-3.589,-2.625,-1.357, P<0.05). At β600 and β700, the SUVmax showed no statistically significant difference compared to OSEM-reconstructed(P>0.05). Between β800 and β1 000, the SUVmax was lower than OSEM-reconstructed(Z=-2.107,-3.188,-4.268, P<0.05). Visual assessment results indicated that image quality at β100 to β300, β900, and β1000 was inferior to OSEM-reconstructed, while β400 and β800 were comparable to OSEM-reconstructed. Image quality at β500 to β700 was significantly superior to OSEM-reconstructed. Conclusion: The β value of BSREM reconstruction has significant impact on the Noise, SNR, SBR and SUVmax of Al18F-PSMA-11 PET/CT images, which can affect the quality of image and the diagnostic level. It is recommended that β=600 is selected as the optimal reconstruction β value.
[1]Patell K,Kurian M,Garcia JA,et al.Lutetium-177 PSMA for the treatment of metastatic castration resistant prostate cancer:a systematic review[J].Expert Rev Anticancer Ther,2023,23(7):731-744.DOI:10.1080/14737140.2023.2213892.
[2]Duan H,Ghanouni P,Daniel B,et al.A pilot study of~(68)Ga-PSMA-11 and~(68)Ga-RM2 PET/MRI for biopsy guidance in patients with suspected prostate cancer[J].J Nucl Med,2023,64(5):744-750.DOI:10.2967/jnumed.122.264448.
[3]Li X,Yu M,Yang J,et al.[~(18)F]A1F-PSMA-11 PET in diagno sing pro state cancer:a head-to-head comparison with[~(68)Ga]Ga-PSMA-11 PET and an exploration of dual-phase scanning[J].EJNMMI Reports,2024,8(1):28.DOI:10.1186/s41824-024-00217-5.
[4]Sonni I,Felker ER,Lenis AT,et al.Head-to-head comparison of~(68)Ga-PSMA-11 PET/CT and mpMRI with a histopathology gold standard in the detection,intraprostatic localization,and determination oflocal extension of primary prostate cancer results from a prospective single-center imaging trial[J].J Nucl Med,2022,63(6):847-854.DOI:10.2967/j numed.121.262398.
[5]黄镐,沈志勇,骆华春,等.~(68)Ga-PSMA-11 PET/CT对前列腺癌挽救性放射治疗后生化指标异常患者立体定向放射治疗的指导作用研究[J].中国医学装备,2022,19(5):77-81.DOI:10.3969/J.ISSN.1672-8270.2022.05.017.
[6]陈肖玥,戴军,程然,等.~(18)F-PSMA联合~(18)F-FDG双核素PET/MR显像对前列腺癌术前评估的临床价值[J].中国临床医学影像杂志,2021,32(12):876-883.DOI:10.12117/jccmi.2021.12.011.
[7]Lohaus N,Enderlin F,Skawran S,et al.Impact of B ayesian penalized likelihood reconstruction on quantitative and qualitative aspects for pulmonary nodule detection in digital 2-[~(18)F]FDG-PET/CT[J].Sci Rep,2022,12(1):8308.DOI:10.1038/s41598-022-09904-4.
[8]Seo Y,Khalighi MM,Wangerin KA,et al.Quantitative and qualitative improvement of Low-Count[~(68)Ga]citrate and[~(90)Y] micro spheres PET image reconstructions using block sequential regularized expectation maximization algo rithm[J].Mol Imaging Biol,2020,22(1):208-216.DOI:10.1007/s11307-019-01347-0.
[9]Lindstr?m E,Lindsj?L,Sundin A,et al.Evaluation of block-sequential regularized expectation maximization re construction of~(68)Ga-DOTATOC,~(18)F-fluoride,and11C-acetate whole-body examinations acquired on a digital time-of-flight PET/CT scanner[J].EJNMMI Phys,2020,7(1):40.DOI:10.1186/s40658-020-00310-1.
[10]Yu WX,Zhao M,Deng YJ,et al.Meta-analysis of~(18)F-PSMA-1007 PET/CT,~(18)F-FDG PET/CT,and68Ga-PSMA PET/CT in diagnostic efficacy of prostate cancer[J].Cancer Imaging,2023,23:77.DOI:10.1186/s40644-023-00599-y.
[11]Dadgar H,Seyedi Vafaee M,Norouzbeigi N,et al.Dualphase~(68)Ga-PSMA-11 PET/CT may increase the rate of detected lesions in prostate cancerpatients[J].Urologia,2021,88(4):355-361.DOI:10.1177/0391560321993544.
[12]Debnath S,Zhou N,McLaughlin M,et al.PSMAtargeting imaging and theranostic agents-current status and future perspective[J].Int J Mol Sci,2022,23(3):1158.DOI:10.3390/ijms23031158.
[13]Piron S,Verhoeven J,De Coster E,et al.Impact of the molar activity and PSMA expression level on[~(18)F] AlFPSMA-11 uptake in prostate cancer[J].Sci Rep,2021,11(1):22623.DOI:10.1038/s41598-021-02104-6.
[14]Sadeghi F,Sheikhzadeh P,Kasraie N,et al.Phantom and clinical evaluation of Block Sequential Regularized Expectation Maximization(BSREM)reconstruction algorithm in Ga-PSMAPET-CT studies[J].Phys Eng Sci Med,2023,46(3):1297-1308.DOI:10.1007/s13246-023-01299-4.
[15]陈炜,耿建华,卢洪辉,等.正则化最大期望值重建算法中β值对PET图像质量和定量分析的影响[J].中国医学装备,2021,18(11):27-31.DOI:10.3969/J.ISSN.1672-8270.2021.11.007.
[16]Sjoerd R,Roef MJ,Arends A J.Impact of the noise penalty factor on quantification in Bayesian penalized likelihood(Q.Clear)reconstructions of~(68)Ga-PSMA PET/CT scans[J].Diag no stics,2021,11(5):847-847.DOI:10.3390/diagnostics11050847.
[17]Lindstr?m E,Velikyan I,Regula N,et al.Regularized reconstruction of digital time-of-flight~(68)Ga-PSMA-11PET/CT for the detection of recurrent disease in prostate cancer patie nts[J].Theranostics,2019,9(12):3476-3484.DOI:10.7150/thno.31970.
[18]Teoh EJ,McGowan DR,Schuster DM,et al.Bayesian penalised likelihood reconstruction(Q.Clear)of~(18)F-fluciclovine PET for imaging of recurrent prostate cancer:se mi-quantitative and clinical evaluation[J].B r J Radiol,2018,91(1085):20170727.DOI:10.1259/bjr.20170727.
[19]Reynés-Llompart G,Gámez-Cenzano C,RomeroZayas I,et al.Performance characteristics of the wholebody discovery IQ PET/CT system[J].J Nucl Med,2017,58(7):1155-1161.DOI:10.2967/jnumed.116.185561.
[20]Ter Voert EE GW,Muehlematter UJ,Delso G,et al.Quantitative performance and optimal regularization parameter in block sequential regularized expectation maximization reconstructions in clinical~(68)Ga-PSMA PET/MR[J].EJNMMI Res,2018,8(1):70.DOI:10.1186/s13550-018-0414-4.
基本信息:
中图分类号:R737.25;R730.44
引用信息:
[1]彭新华,朱研佳,朱湘,等.块序正则化最大期望值重建算法β值对前列腺癌Al~(18)F-PSMA-11 PET/CT图像质量及半定量参数准确性的影响[J].中国医学装备,2026,23(01):34-39.
基金信息:
天津市医学重点学科建设资助(TJYXZDXK-3-004B)~~
2026-01-25
2026-01-25