PSMA PET

PSMA PET
  • 文章类型: Journal Article
    简介:前列腺特异性膜抗原正电子发射断层扫描(PSMA-PET)通常用于前列腺癌患者的分期,但疗效评估的数据很少,主要来自接受PSMA放射性配体治疗的转移性去势抵抗性前列腺癌(mCRPC)患者.尽管如此,在临床怀疑疾病持续的情况下,PSMA-PET用于早期疾病阶段,复发或进展,以确定是否需要局部或全身治疗。因此,PSMA-PET衍生的肿瘤体积在早期疾病阶段的预后价值(即,在本手稿中评估了激素敏感性前列腺癌(HSPC)和非[177Lu]Lu-PSMA-617(LuPSMA)治疗的去势抵抗前列腺癌(CRPC)。方法:共73例患者(6例原发性分期,42HSPC,25CRPC)经历了两次(即,基线和随访,中位间隔:379天)2014年11月至2018年12月之间的全身[68Ga]Ga-PSMA-11PET/CT扫描。分析仅限于非LuPSMA治疗患者。对PSMA-PETs进行回顾性分析,原发肿瘤,淋巴结-,内脏-,骨转移被分割。测量经体重调整的器官特异性和总肿瘤体积(PSMAvol:所有病变的PET体积的总和)用于基线和随访。PSMAvol反应计算为全身肿瘤体积的绝对差异。高转移负荷(>5转移),确定RECIP1.0和PSMA-PET进展标准(PPP)。生存数据来源于癌症登记处。结果:初次PET检查时,每位患者的平均肿瘤病变数为10.3(SD28.4)。在基线,PSMAvol与OS密切相关(HR3.92,p<0.001;n=73)。同样,PSMAvol的反应与OS显著相关(HR10.48,p<0.005;n=73).PPP也达到了显著性(HR2.19,p<0.05,n=73)。激素敏感疾病和PSMAvol反应差(PSMAvol变化的上四分位数)的患者随访结果较短(p<0.05;n=42)。骨骼中的PSMAvol是基线时OS预测和反应评估中最相关的参数(HR31.11p<0.001;HR32.27,p<0.001;n=73)。结论:在本异质队列中,PSMAvol中的PPP和反应与OS显着相关。骨肿瘤体积是OS预后的相关miTNM区域。未来对器官特异性PSMAvol在更同质队列中的性能进行前瞻性评估似乎是有道理的。
    Introduction: Prostate Specific Membrane Antigen Positron Emission Tomography (PSMA-PET) is routinely used for the staging of patients with prostate cancer, but data on response assessment are sparse and primarily stem from metastatic castration-resistant prostate cancer (mCRPC) patients treated with PSMA radioligand therapy. Still, follow-up PSMA-PET is employed in earlier disease stages in case of clinical suspicion of disease persistence, recurrence or progression to decide if localized or systemic treatment is indicated. Therefore, the prognostic value of PSMA-PET derived tumor volumes in earlier disease stages (i.e., hormone-sensitive prostate cancer (HSPC) and non-[177Lu]Lu-PSMA-617 (LuPSMA) therapy castration resistant prostate cancer (CRPC)) are evaluated in this manuscript. Methods: A total number of 73 patients (6 primary staging, 42 HSPC, 25 CRPC) underwent two (i.e., baseline and follow-up, median interval: 379 days) whole-body [68Ga]Ga-PSMA-11 PET/CT scans between Nov 2014 and Dec 2018. Analysis was restricted to non-LuPSMA therapy patients. PSMA-PETs were retrospectively analyzed and primary tumor, lymph node-, visceral-, and bone metastases were segmented. Body weight-adjusted organ-specific and total tumor volumes (PSMAvol: sum of PET volumes of all lesions) were measured for baseline and follow-up. PSMAvol response was calculated as the absolute difference of whole-body tumor volumes. High metastatic burden (>5 metastases), RECIP 1.0 and PSMA-PET Progression Criteria (PPP) were determined. Survival data were sourced from the cancer registry. Results: The average number of tumor lesions per patient on the initial PET examination was 10.3 (SD 28.4). At baseline, PSMAvol was strongly associated with OS (HR 3.92, p <0.001; n = 73). Likewise, response in PSMAvol was significantly associated with OS (HR 10.48, p < 0.005; n = 73). PPP achieved significance as well (HR 2.19, p <0.05, n = 73). Patients with hormone sensitive disease and poor PSMAvol response (upper quartile of PSMAvol change) in follow-up had shorter outcome (p < 0.05; n = 42). PSMAvol in bones was the most relevant parameter for OS prognostication at baseline and for response assessment (HR 31.11 p < 0.001; HR 32.27, p < 0.001; n = 73). Conclusion: PPP and response in PSMAvol were significantly associated with OS in the present heterogeneous cohort. Bone tumor volume was the relevant miTNM region for OS prognostication. Future prospective evaluation of the performance of organ specific PSMAvol in more homogeneous cohorts seems warranted.
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  • 文章类型: Journal Article
    同源异型盒13(HOXB13)是一种致癌转录因子,直接调节叶酸水解酶1的表达,叶酸水解酶1编码前列腺特异性膜抗原(PSMA)。HOXB13在原发性和转移性前列腺癌(PC)中表达并促进雄激素非依赖性PC生长。由于HOXB13促进对雄激素受体(AR)靶向治疗的抗性并调节叶酸水解酶1的表达,因此我们研究了PSMAPET上的SUV是否与HOXB13表达相关。方法:我们分析了2个独立的PC患者队列,这些患者接受了PSMAPET/CT的初始分期或生化复发。在发现队列中,我们检查了HOXB13,PSMA,179例接受PSMAPET/CT和18F-piflufolastat的患者前列腺活检标本中的AR信使RNA(mRNA)表达。在验证队列中,我们证实了HOXB13,PSMA,通过比较18F-rhPSMA-7.3PET临床试验中19例患者的前列腺切除术和淋巴结(LN)切片中的蛋白质表达和AR。还使用相关性和关联分析来确认标记之间的关系,LN阳性,和PSMAPETSUV。结果:PSMA和HOXB13mRNA之间存在显着相关性(P<0.01)。HOXB13和18F-piflufolastatSUV之间的关联也很显著(SUVmax,P=0.0005;SUVpeak,P=0.0006)。同样,在18F-rhPSMA-7.3PET队列中,PSMASUVmax与HOXB13蛋白表达显著相关(P=0.008).患有LN转移的未治疗患者在其肿瘤中表现出升高的HOXB13和PSMA水平以及较高的PSMA示踪剂摄取和低AR表达。结论:我们的发现表明HOXB13在mRNA和蛋白质水平上与PSMA表达和PSMAPETSUV相关。我们的研究表明,PSMAPET发现可能反映了PC中致癌HOXB13的转录活性,因此可能作为更具侵袭性疾病的成像生物标志物。
    Homeobox 13 (HOXB13) is an oncogenic transcription factor that directly regulates expression of folate hydrolase 1, which encodes prostate-specific membrane antigen (PSMA). HOXB13 is expressed in primary and metastatic prostate cancers (PCs) and promotes androgen-independent PC growth. Since HOXB13 promotes resistance to androgen receptor (AR)-targeted therapies and regulates the expression of folate hydrolase 1, we investigated whether SUVs on PSMA PET would correlate with HOXB13 expression. Methods: We analyzed 2 independent PC patient cohorts who underwent PSMA PET/CT for initial staging or for biochemical recurrence. In the discovery cohort, we examined the relationship between HOXB13, PSMA, and AR messenger RNA (mRNA) expression in prostate biopsy specimens from 179 patients who underwent PSMA PET/CT with 18F-piflufolastat. In the validation cohort, we confirmed the relationship between HOXB13, PSMA, and AR by comparing protein expression in prostatectomy and lymph node (LN) sections from 19 patients enrolled in 18F-rhPSMA-7.3 PET clinical trials. Correlation and association analyses were also used to confirm the relationship between the markers, LN positivity, and PSMA PET SUVs. Results: We observed a significant correlation between PSMA and HOXB13 mRNA (P < 0.01). The association between HOXB13 and 18F-piflufolastat SUVs was also significant (SUVmax, P = 0.0005; SUVpeak, P = 0.0006). Likewise, the PSMA SUVmax was significantly associated with the expression of HOXB13 protein in the 18F-rhPSMA-7.3 PET cohort (P = 0.008). Treatment-naïve patients with LN metastases demonstrated elevated HOXB13 and PSMA levels in their tumors as well as higher PSMA tracer uptake and low AR expression. Conclusion: Our findings demonstrate that HOXB13 correlates with PSMA expression and PSMA PET SUVs at the mRNA and protein levels. Our study suggests that the PSMA PET findings may reflect oncogenic HOXB13 transcriptional activity in PC, thus potentially serving as an imaging biomarker for more aggressive disease.
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  • 文章类型: Journal Article
    前列腺特异性膜抗原(PSMA)是由正常前列腺组织表达的跨膜蛋白。因此,分子成像靶向PSMA(PSMA-PET)已获得特别的兴趣和扩散PCa分期和再分期。几个因素可能会影响PSMA-PET结果,并且已经提出了许多工具来改善患者选择。此外,PSMA表达在不同组织之间和在前列腺本身内是不均匀的。这项研究的目的是评估前列腺活检样本的免疫组织化学(IHC)特征,并评估其与整装标本和PSMA-PET参数的相关性。
    我们纳入了2022年1月至2022年12月在我们机构接受PSMA-PET分期方案的连续高危PCa患者。选择的PET参数为SUVmax,总音量(电视),和总病变活性(TL)。每位患者在手术前均接受了多参数MRI(mpMRI)和融合靶向前列腺活检。对指标病变核心进行IHC分析。IHC视觉评分(VS)(1、2、3)和视觉模式(VP)(膜质,细胞质,并合并),并评估活检核心中PSMA阴性肿瘤面积(PSMA%neg)的百分比。
    43例PSMA-PET后接受机器人根治性前列腺切除术的患者可用于分析。活检和最终病理的VS和VP之间的一致性显示科恩的kappa系数分别为0.39和0.38。PSMA%neg<20%的患者在VS和VP中具有更高的一致性(科恩的κ分别为0.49和0.4)。根据活检时的VS,PSMA-TV(p=0.3)和PSMA-TL(p=0.9)的中位数没有差异,而VS3患者的中位SUVmax较高(p=0.04)。较高的SUVmax与膜和组合VP表达相关(p=0.008)。活检核心PSMA%neg<20%或PSMA%neg>20%的患者在SUVmax方面无差异,PSMA-TL,和PSMA-TV(分别为p=0.5,p=0.5和p=0.9)。
    我们发现靶向活检核心的IHCVS和VP与PSMA-PET的SUVmax之间存在相关性。然而,活检核心的IHC参数与最终病理之间的相关性没有预期的那么高.然而,PSMA%neg<20%的存在在视觉评分方面似乎有更好的一致性。
    UNASSIGNED: Prostate-specific membrane antigen (PSMA) is a transmembrane protein expressed by normal prostatic tissue. Therefore, molecular imaging targeting PSMA (PSMA-PET) has gained particular interest and diffusion for PCa staging and restaging. Several factors may affect PSMA-PET results, and many tools have been proposed to improve patient selection. Furthermore, PSMA expression is not homogeneous among different tissues and within the prostate itself. The aims of this study were to evaluate immunohistochemistry (IHC) features of prostate biopsy samples and to assess their correlation with whole-mount specimens and PSMA-PET parameters.
    UNASSIGNED: We included consecutive high-risk PCa patients who underwent PSMA-PET for staging proposal at our institution from January 2022 to December 2022. The PET parameters selected were SUVmax, total volume (TV), and total lesion activity (TL). Each patient underwent multiparametric MRI (mpMRI) and fusion-targeted prostate biopsy prior to surgery. IHC analyses were performed on the index lesion cores. IHC visual score (VS) (1, 2, 3) and visual pattern (VP) (membranous, cytoplasmic, and combined) and the percentage of PSMA-negative tumor areas (PSMA%neg) within biopsy cores were evaluated.
    UNASSIGNED: Forty-three patients who underwent robotic radical prostatectomy after PSMA-PET were available for analyses. Concordance between VS and VP at biopsy and final pathology showed a Cohen\'s kappa coefficient of 0.39 and 0.38, respectively. Patients with PSMA%neg <20% had a higher concordance in VS and VP (Cohen\'s kappa 0.49 and 0.4, respectively). No difference emerged in terms of median PSMA-TV (p = 0.3) and PSMA-TL (p = 0.9) according to VS at biopsy, while median SUVmax was higher in patients with VS 3 (p = 0.04). Higher SUVmax was associated with membranous and combined VP expression (p = 0.008). No difference emerged between patients with PSMA%neg <20% or PSMA%neg >20% on biopsy cores in terms of SUVmax, PSMA-TL, and PSMA-TV (p = 0.5, p = 0.5, and p = 0.9 respectively).
    UNASSIGNED: We found a correlation between IHC VS and VP on targeted biopsy cores and SUVmax at PSMA-PET. However, the correlation between the IHC parameters of biopsy cores and final pathology was not as high as expected. Nevertheless, the presence of PSMA%neg <20% seems to have a better concordance in terms of visual score.
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  • 文章类型: Journal Article
    背景:前列腺特异性膜抗原(PSMA)靶向的放射性药物允许全身成像以检测前列腺癌(PC)。使用镓-68(68Ga)-PSMA-11的正电子发射断层扫描成像已被证明具有良好的安全性和耐受性特征以及高诊断性能。该研究评估了68Ga-PSMA-11在日本原发性,经常性,或怀疑复发性前列腺癌。
    方法:这项单臂研究招募了日本原发性PC患者(n=3),前列腺癌根治术后疑似复发性PC(n=4),或怀疑根治性放疗后PC复发(n=3)。所有患者均接受单次静脉内剂量的68Ga-PSMA-112.0MBq/kg(±10%),然后进行PSMAPET成像以及安全性和药代动力学评估。根据68Ga-PSMA-11的血液浓度和每个器官/组织中的放射性分布速率,主要器官/组织的吸收剂量和全身有效剂量通过医学内部辐射剂量法计算。
    结果:纳入10例患者。平均年龄为73.3±4.8岁,前列腺特异性抗原中位数为8.250ng/mL.5名患者(50%)共经历了6次不良事件,未报告≥2级不良事件或严重不良事件.生命体征无临床意义变化,血液学参数,或观察到血液化学或心电图异常。68Ga-PSMA-11的估计全身有效剂量(平均值±标准偏差)为2.524×10-2±2.546×10-3mSv/MBq。达到全血中最大浓度(1.16×10-4±1.3×10-5%ID/mL)的时间为2.15±0.33分钟。
    结论:68Ga-PSMA-11在日本患者中具有良好的安全性和耐受性,经常性,或者怀疑复发性前列腺癌,这与以前在其他人群中的观察结果相当。
    BACKGROUND: Prostate-specific membrane antigen (PSMA)-targeted radiopharmaceuticals allow whole-body imaging to detect prostate cancer (PC). Positron emission tomography imaging using gallium-68 (68Ga)-PSMA-11 has been shown to have a favorable safety and tolerability profile and high diagnostic performance. The study evaluates the safety and pharmacokinetics of 68Ga-PSMA-11 in Japanese patients with primary, recurrent, or suspected recurrent prostate cancer.
    METHODS: This single arm study enrolled Japanese patients with primary PC (n = 3), suspected recurrent PC following radical prostatectomy (n = 4), or suspected recurrent PC following radical radiotherapy (n = 3). All patients received a single intravenous dose of 68Ga-PSMA-11 2.0 MBq/kg (±10%) followed by PSMA PET imaging and safety and pharmacokinetic evaluations. Based on the blood concentrations of 68Ga-PSMA-11 and the radioactivity distribution rate in each organ/tissue, the absorbed doses in major organs/tissues and the whole-body effective dose were calculated by the Medical Internal Radiation Dose method.
    RESULTS: Ten patients were enrolled. Mean age was 73.3 ± 4.8 years, and median prostate-specific antigen was 8.250 ng/mL. Five patients (50%) experienced a total of 6 adverse events, and no grade ≥ 2 adverse events or serious adverse events were reported. No clinically significant changes in vital signs, haematology parameters, or blood chemistry or ECG abnormalities were observed. The estimated whole body effective dose of 68Ga-PSMA-11 (mean ± standard deviation) was 2.524 × 10-2 ± 2.546 × 10-3 mSv/MBq. Time to maximum concentration (1.16 × 10-4 ± 1.3 × 10-5% ID/mL) in whole blood was 2.15 ± 0.33 min.
    CONCLUSIONS: 68Ga-PSMA-11 has a favourable safety and tolerability profile in Japanese patients with primary, recurrent, or suspected recurrent prostate cancer, which is comparable to previous observations in other populations.
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  • 文章类型: Journal Article
    mpMRI的广泛采用导致需要前列腺活检的患者数量减少。68Ga-PSMA-11PET/CT已证明在鉴定csPCa方面具有额外的益处。整合这些成像技术的使用可能有望在没有侵入性活检的情况下预测csPCa的存在。回顾性分析连续42例接受mpMRI的患者,68Ga-PSMA-11PET/CT,前列腺活检,并进行了根治性前列腺切除术(RP)。使用前列腺切除术组织病理学作为参考标准的基于病变的模型(n=122)用于分析68Ga-PSMA-11PET/CT的准确性,仅MPMRI,两者结合起来识别ISUP分级组≥2个病灶。68Ga-PSMA-11PET/CT表现出更高的特异性和阳性预测值(PPV),值为73.3%(与40.0%)和90.1%(与82.2%),而mpMRI前列腺成像报告和数据系统(PI-RADS)4-5具有更好的灵敏度和阴性预测值(NPV):90.2%(vs.78.5%)和57.1%(与52.4%),分别。当组合使用时,灵敏度,特异性,PPV,净现值为74.2%,83.3%,93.2%,51.0%,分别。对PI-RADS3、4和5个病灶进行亚组分析。对于PI-RADS3个病变,68Ga-PSMA-11PET/CT显示77.8%的NPV。对于PI-RADS4-5病变,68Ga-PSMA-11PET/CT实现了82.1%和100%的PPV值,分别,PI-RADS5个病变的NPV为100%。68Ga-PSMA-11PET/CT和mpMRI的组合改善了csPCa的放射学诊断。这表明,在选择的高风险患者亚组中,在mpMRI和68Ga-PSMA-11PET/CT上高度怀疑csPCa的情况下,避免在RP之前进行前列腺活检可能是一种有效的选择。
    Widespread adoption of mpMRI has led to a decrease in the number of patients requiring prostate biopsies. 68Ga-PSMA-11 PET/CT has demonstrated added benefits in identifying csPCa. Integrating the use of these imaging techniques may hold promise for predicting the presence of csPCa without invasive biopsy. A retrospective analysis of 42 consecutive patients who underwent mpMRI, 68Ga-PSMA-11 PET/CT, prostatic biopsy, and radical prostatectomy (RP) was carried out. A lesion-based model (n = 122) using prostatectomy histopathology as reference standard was used to analyze the accuracy of 68Ga-PSMA-11 PET/CT, mpMRI alone, and both in combination to identify ISUP-grade group ≥ 2 lesions. 68Ga-PSMA-11 PET/CT demonstrated greater specificity and positive predictive value (PPV), with values of 73.3% (vs. 40.0%) and 90.1% (vs. 82.2%), while the mpMRI Prostate Imaging Reporting and Data System (PI-RADS) 4-5 had better sensitivity and negative predictive value (NPV): 90.2% (vs. 78.5%) and 57.1% (vs. 52.4%), respectively. When used in combination, the sensitivity, specificity, PPV, and NPV were 74.2%, 83.3%, 93.2%, and 51.0%, respectively. Subgroup analysis of PI-RADS 3, 4, and 5 lesions was carried out. For PI-RADS 3 lesions, 68Ga-PSMA-11 PET/CT demonstrated a NPV of 77.8%. For PI-RADS 4-5 lesions, 68Ga-PSMA-11 PET/CT achieved PPV values of 82.1% and 100%, respectively, with an NPV of 100% in PI-RADS 5 lesions. A combination of 68Ga-PSMA-11 PET/CT and mpMRI improved the radiological diagnosis of csPCa. This suggests that avoidance of prostate biopsy prior to RP may represent a valid option in a selected subgroup of high-risk patients with a high suspicion of csPCa on mpMRI and 68Ga-PSMA-11 PET/CT.
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  • 文章类型: Journal Article
    目的:肿瘤患者在其治疗随访过程中可以进行的序贯PET/CT研究受到辐射剂量的限制。我们提出了一种人工智能(AI)工具,用于从非衰减校正的PET(NAC-PET)图像中产生衰减校正的PET(AC-PET)图像,以减少对低剂量CT扫描的需求。
    方法:从配对的AC-PET和NAC-PET图像开发了一种基于2DPix-2-Pix生成对抗网络(GAN)架构的深度学习算法。来自302名前列腺癌患者的18F-DCFPyLPSMAPET-CT研究,分成训练,验证,和测试队列(n=183,60,59,分别)。模型使用两种归一化策略进行训练:基于标准摄取值(SUV)和基于SUV-Nyul。扫描级性能通过归一化均方误差(NMSE)进行评估,平均绝对误差(MAE),结构相似性指数(SSIM),和峰值信噪比(PSNR)。前瞻性地在核医学医师感兴趣的区域进行了病变水平分析。SUV指标使用组内相关系数(ICC)进行评估,重复性系数(RC),和线性混合效果建模。
    结果:NMSE中位数,MAE,SSIM,PSNR为13.26%,3.59%,分别为0.891和26.82,在独立测试队列中。SUVmax和SUVmean的ICC分别为0.88和0.89,这表明原始和AI生成的定量成像标记之间存在高度相关性。病变位置,密度(亨氏单位),和病变摄取均显示影响生成的SUV指标的相对误差(均p<0.05)。
    结论:用于生成AC-PET的Pix-2-PixGAN模型证明了SUV指标与原始图像高度相关。AI生成的PET图像显示出临床潜力,可以减少CT扫描的衰减校正需求,同时保留定量标记和图像质量。
    OBJECTIVE: Sequential PET/CT studies oncology patients can undergo during their treatment follow-up course is limited by radiation dosage. We propose an artificial intelligence (AI) tool to produce attenuation-corrected PET (AC-PET) images from non-attenuation-corrected PET (NAC-PET) images to reduce need for low-dose CT scans.
    METHODS: A deep learning algorithm based on 2D Pix-2-Pix generative adversarial network (GAN) architecture was developed from paired AC-PET and NAC-PET images. 18F-DCFPyL PSMA PET-CT studies from 302 prostate cancer patients, split into training, validation, and testing cohorts (n = 183, 60, 59, respectively). Models were trained with two normalization strategies: Standard Uptake Value (SUV)-based and SUV-Nyul-based. Scan-level performance was evaluated by normalized mean square error (NMSE), mean absolute error (MAE), structural similarity index (SSIM), and peak signal-to-noise ratio (PSNR). Lesion-level analysis was performed in regions-of-interest prospectively from nuclear medicine physicians. SUV metrics were evaluated using intraclass correlation coefficient (ICC), repeatability coefficient (RC), and linear mixed-effects modeling.
    RESULTS: Median NMSE, MAE, SSIM, and PSNR were 13.26%, 3.59%, 0.891, and 26.82, respectively, in the independent test cohort. ICC for SUVmax and SUVmean were 0.88 and 0.89, which indicated a high correlation between original and AI-generated quantitative imaging markers. Lesion location, density (Hounsfield units), and lesion uptake were all shown to impact relative error in generated SUV metrics (all p < 0.05).
    CONCLUSIONS: The Pix-2-Pix GAN model for generating AC-PET demonstrates SUV metrics that highly correlate with original images. AI-generated PET images show clinical potential for reducing the need for CT scans for attenuation correction while preserving quantitative markers and image quality.
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  • 文章类型: Journal Article
    背景:前列腺特异性膜抗原(PSMA)正电子发射断层扫描(PET)可以改变大部分生化复发性前列腺癌(BCR)患者的治疗。
    目的:探讨PET对该患者组MRI和CT的附加价值,并探讨PET配对模式的选择(PET/MRI与PET/CT)影响检出率和临床管理。
    方法:回顾性。
    方法:41例BCR患者(中位年龄[范围]:68[55-78])。
    3T,包括T1加权梯度回波(GRE),T2加权涡轮自旋回波(TSE)和动态对比增强GRE序列,扩散加权回波平面成像,和T1加权的TSE脊柱序列。除了MRI,在同一天获得[18F]PSMA-1007PET和低剂量CT。
    结果:由两个由放射科医师和核医学医师组成的小组使用5点Likert量表报告图像。放射科医生使用CT和MRI数据进行读数,放射科医生和核医学医师之间的联合读数使用MRI进行,CT,和PET/MRI或PET/CT。将研究结果提交给肿瘤学家,以制定预期的治疗计划。进行了内部和内部读者协议分析。
    方法:McNemar试验,科恩κ,和类内相关系数。P值<0.05被认为是显著的。
    结果:7例患者的MRI和CT检查结果为阳性,22例患者进行PET/CT联合阅读,18例患者进行PET/MRI联合阅读。对于总体积极性,MR和CT的阅读器一致性较差(κ=0.36),添加PET后几乎完美(PET/CTκ=0.85,PET/MRIκ=0.85)。PET/CT和PET/MRI的增加改变了20和18例患者的预期治疗,分别。在关节读数之间,8例患者的预期治疗不同.
    结论:在MRI和CT中添加[18F]PSMA-1007PET/MRI或PET/CT可能会提高检出率,可以减少内部阅读器的可变性,并可能改变一半BCR患者的预期治疗。
    方法:3技术效果:第3阶段。
    BACKGROUND: Prostate-specific membrane antigen (PSMA) positron emission tomography (PET) can change management in a large fraction of patients with biochemically recurrent prostate cancer (BCR).
    OBJECTIVE: To investigate the added value of PET to MRI and CT for this patient group, and to explore whether the choice of the PET paired modality (PET/MRI vs. PET/CT) impacts detection rates and clinical management.
    METHODS: Retrospective.
    METHODS: 41 patients with BCR (median age [range]: 68 [55-78]).
    UNASSIGNED: 3T, including T1-weighted gradient echo (GRE), T2-weighted turbo spin echo (TSE) and dynamic contrast-enhanced GRE sequences, diffusion-weighted echo-planar imaging, and a T1-weighted TSE spine sequence. In addition to MRI, [18F]PSMA-1007 PET and low-dose CT were acquired on the same day.
    RESULTS: Images were reported using a five-point Likert scale by two teams each consisting of a radiologist and a nuclear medicine physician. The radiologist performed a reading using CT and MRI data and a joint reading between radiologist and nuclear medicine physician was performed using MRI, CT, and PET from either PET/MRI or PET/CT. Findings were presented to an oncologist to create intended treatment plans. Intrareader and interreader agreement analysis was performed.
    METHODS: McNemar test, Cohen\'s κ, and intraclass correlation coefficients. A P-value <0.05 was considered significant.
    RESULTS: 7 patients had positive findings on MRI and CT, 22 patients on joint reading with PET/CT, and 18 patients joint reading with PET/MRI. For overall positivity, interreader agreement was poor for MR and CT (κ = 0.36) and almost perfect with addition of PET (PET/CT κ = 0.85, PET/MRI κ = 0.85). The addition of PET from PET/CT and PET/MRI changed intended treatment in 20 and 18 patients, respectively. Between joint readings, intended treatment was different for eight patients.
    CONCLUSIONS: The addition of [18F]PSMA-1007 PET/MRI or PET/CT to MRI and CT may increase detection rates, could reduce interreader variability, and may change intended treatment in half of patients with BCR.
    METHODS: 3 TECHNICAL EFFICACY: Stage 3.
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  • 文章类型: Journal Article
    这项研究的目的是量化腮腺内前列腺特异性膜抗原(PSMA)正电子发射断层扫描(PET)摄取的空间异质性。我们旨在量化明确区域的模式,以促进进一步的调查。此外,我们调查摄取是否与计算机断层扫描(CT)纹理特征相关。
    方法:对30例前列腺癌患者的[18F]DCFPyLPSMAPET/CT图像进行分析。使用各种分割方案评估了摄取模式。使用腮腺子区域中的长和短运行长度强调(GLRLML和GLRLMS),计算PSMAPET摄取与灰度运行长度矩阵特征值之间的Spearman等级相关系数。
    结果:PSMAPET摄取在腺体的外侧/后部区域明显高于前/内侧区域(p<0.001)。在60个腺体中的50个中,腮腺的外半部发现了最大的摄取。当腮腺被对称地分隔前/内半部和后/外侧半部的平面分开时(在测试的120个平分中),腮腺半部之间的SUVmean差异最大。PSMAPET摄取与CTGLRLML显著相关(p<0.001),与CTGLRLMS呈负相关(p<0.001)。
    结论:PSMAPET的摄取在腮腺中是不均匀的,摄取偏向外侧/后部区域。腮腺内的摄取与CT纹理特征图密切相关。
    The purpose of this investigation is to quantify the spatial heterogeneity of prostate-specific membrane antigen (PSMA) positron emission tomography (PET) uptake within parotid glands. We aim to quantify patterns in well-defined regions to facilitate further investigations. Furthermore, we investigate whether uptake is correlated with computed tomography (CT) texture features.
    METHODS: Parotid glands from [18F]DCFPyL PSMA PET/CT images of 30 prostate cancer patients were analyzed. Uptake patterns were assessed with various segmentation schemes. Spearman\'s rank correlation coefficient was calculated between PSMA PET uptake and feature values of a Grey Level Run Length Matrix using a long and short run length emphasis (GLRLML and GLRLMS) in subregions of the parotid gland.
    RESULTS: PSMA PET uptake was significantly higher (p < 0.001) in lateral/posterior regions of the glands than anterior/medial regions. Maximum uptake was found in the lateral half of parotid glands in 50 out of 60 glands. The difference in SUVmean between parotid halves is greatest when parotids are divided by a plane separating the anterior/medial and posterior/lateral halves symmetrically (out of 120 bisections tested). PSMA PET uptake was significantly correlated with CT GLRLML (p < 0.001), and anti-correlated with CT GLRLMS (p < 0.001).
    CONCLUSIONS: Uptake of PSMA PET is heterogeneous within parotid glands, with uptake biased towards lateral/posterior regions. Uptake within parotid glands was strongly correlated with CT texture feature maps.
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  • 文章类型: Journal Article
    前列腺特异性膜抗原成像(RECIP)1.0中的反应评估标准是基于证据的框架,用于使用前列腺特异性膜抗原(PSMA)PET/CT评估转移性前列腺癌的治疗效果。本研究旨在通过RECIP1.0评估临时PSMAPET/CT与放射性药物治疗后的短期结果的关联。方法:这项多中心回顾性研究包括转移性去势抵抗性前列腺癌患者,这些患者在3个学术中心接受了[177Lu]Lu-PSMA放射性药物治疗,并在基线和12周时接受了PSMAPET/CT。由5位读者评估PSMAPET/CT图像对的视觉RECIP1.0。通过Kaplan-Meier分析,主要结果是RECIP与前列腺特异性抗原无进展生存期(PSA-PFS)的关联。结果:总的来说,287名筛查患者中有124名符合纳入标准,0(0%),29(23%),54(44%),124名完全缓解的患者中有41名(33%),部分响应,疾病稳定,或进行性疾病(PD)分别通过视觉RECIP1.0。视觉RECIPPD患者的PSA-PFS明显短于RECIP疾病稳定或RECIP部分反应患者(2.6vs.6.4vs.8.4mo;P<0.001)。RECIPPD患者与非RECIPPD患者的PSA-PFS中位数为2.6对7.2mo(风险比,13.0;95%CI,7.0-24.1;P<0.001)。结论:[177Lu]Lu-PSMA2个周期后通过RECIP1.0进行PSMAPET/CT可预测PSA-PFS。通过RECIP1.0的PSMAPET/CT可用于前列腺癌的早期阶段,以评估药物疗效并预测无进展生存期。
    Response Evaluation Criteria in Prostate-Specific Membrane Antigen Imaging (RECIP) 1.0 is an evidence-based framework to evaluate therapeutic efficacy in metastatic prostate cancer using prostate-specific membrane antigen (PSMA) PET/CT. This study aimed to evaluate the associations of interim PSMA PET/CT by RECIP 1.0 with short-term outcome after radiopharmaceutical treatment. Methods: This multicenter retrospective study included patients with metastatic castration-resistant prostate cancer who underwent [177Lu]Lu-PSMA radiopharmaceutical therapy at 3 academic centers and received PSMA PET/CT at baseline and at 12 wk. Pairs of PSMA PET/CT images were assessed by 5 readers for visual RECIP 1.0. The primary outcome was the association of RECIP with prostate-specific antigen progression-free survival (PSA-PFS) by Kaplan-Meier analysis. Results: In total, 124 of 287 screened patients met the inclusion criteria, with 0 (0%), 29 (23%), 54 (44%), and 41 (33%) of those 124 patients having complete response, partial response, stable disease, or progressive disease (PD) by visual RECIP 1.0, respectively. Patients with visual RECIP PD had a significantly shorter PSA-PFS than those with RECIP stable disease or with RECIP partial response (2.6 vs. 6.4 vs. 8.4 mo; P < 0.001). The median PSA-PFS among patients with RECIP PD versus those with non-RECIP PD was 2.6 versus 7.2 mo (hazard ratio, 13.0; 95% CI, 7.0-24.1; P < 0.001). Conclusion: PSMA PET/CT by RECIP 1.0 after 2 cycles of [177Lu]Lu-PSMA is prognostic for PSA-PFS. PSMA PET/CT by RECIP 1.0 may be used in earlier stages of prostate cancer to evaluate drug efficacy and to predict progression-free survival.
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  • 文章类型: Journal Article
    目的:使用神经盲解卷积同时对前列腺特异性膜抗原(PSMA)正电子发射断层扫描(PET)图像进行模糊和超采样。方法:盲解卷积是一种同时估计假设的“去模糊”图像以及模糊核(与点扩散函数相关)的方法。传统的最大后验盲反褶积方法需要严格的假设,并且会收敛到琐碎的解决方案。一种用独立神经网络对去模糊图像和核建模的方法,被称为“神经盲去卷积”的人在2020年证明了对2D自然图像进行去模糊的成功。在这项工作中,我们采用神经盲反卷积对PSMAPET图像进行PVE校正,同时进行超采样。我们将这种方法与几种插值方法进行比较,使用盲图像质量度量,并通过在将人工“伪内核”应用于去模糊图像后重新运行模型来测试模型预测内核的能力。该方法在30名前列腺患者的回顾性集合以及包含各种体积的球形病变的体模图像上进行了测试。主要结果:神经盲反卷积在盲图像质量度量方面比其他插值方法提高了图像质量,恢复系数,视觉评估。患者之间预测的内核相似,该模型准确地预测了几个人工应用的伪核。去模糊后,幻像球中活动的定位得到了改善,允许更准确地定义小病变。意义:PSMAPET的固有低空间分辨率导致PVE,其负面影响小区域中的摄取定量。所提出的方法可以用来缓解这个问题,并且可以直接适用于其他成像模式。
    Objective. To simultaneously deblur and supersample prostate specific membrane antigen (PSMA) positron emission tomography (PET) images using neural blind deconvolution.Approach. Blind deconvolution is a method of estimating the hypothetical \'deblurred\' image along with the blur kernel (related to the point spread function) simultaneously. Traditionalmaximum a posterioriblind deconvolution methods require stringent assumptions and suffer from convergence to a trivial solution. A method of modelling the deblurred image and kernel with independent neural networks, called \'neural blind deconvolution\' had demonstrated success for deblurring 2D natural images in 2020. In this work, we adapt neural blind deconvolution to deblur PSMA PET images while simultaneous supersampling to double the original resolution. We compare this methodology with several interpolation methods in terms of resultant blind image quality metrics and test the model\'s ability to predict accurate kernels by re-running the model after applying artificial \'pseudokernels\' to deblurred images. The methodology was tested on a retrospective set of 30 prostate patients as well as phantom images containing spherical lesions of various volumes.Main results. Neural blind deconvolution led to improvements in image quality over other interpolation methods in terms of blind image quality metrics, recovery coefficients, and visual assessment. Predicted kernels were similar between patients, and the model accurately predicted several artificially-applied pseudokernels. Localization of activity in phantom spheres was improved after deblurring, allowing small lesions to be more accurately defined.Significance. The intrinsically low spatial resolution of PSMA PET leads to partial volume effects (PVEs) which negatively impact uptake quantification in small regions. The proposed method can be used to mitigate this issue, and can be straightforwardly adapted for other imaging modalities.
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