Positron emission tomography/computed tomography

正电子发射断层扫描 / 计算机断层扫描
  • 文章类型: Journal Article
    背景:根治性前列腺切除术后前列腺特异性抗原(PSA)水平升高表明预后不良,可能与前列腺周围脂肪组织(PPAT)相关。因此,我们旨在构建基于PPAT的18F-PSMA-1007PET/CT的动态在线列线图来预测肿瘤的短期预后。
    方法:回顾性分析了268例前列腺癌(PCa)患者在前列腺切除术前接受18F-PSMA-1007PET/CT的数据,用于模型构建和验证(训练队列:n=156;内部验证队列:n=65;外部验证队列:n=47)。提取PET和CT的影像组学特征(RF)。然后,Rad分数是使用逻辑回归分析构建的,基于通过最大相关性和最小冗余选择的25个最佳RF,以及最小绝对收缩和选择运算符。建立列线图来预测由持续PSA决定的短期预后。
    结果:由25个RFs组成的Rad评分在所有队列中对持续性PSA进行分类时显示出良好的区分度(均P<0.05)。基于逻辑分析,影像组学-临床联合模型,其中包含最佳的RF和预测的临床变量,在AUC为0.85时表现最佳(95%CI:0.78-0.91),训练中0.77(95%CI:0.62-0.91)和0.84(95%CI:0.70-0.93),内部验证和外部验证队列。在所有队列中,校准曲线校准良好.对决策曲线的分析显示,影像组学-临床组合列线图具有更大的临床实用性。
    结论:影像组学-临床组合列线图是一种新的工具,用于术前个体化预测PCa患者的短期预后。
    BACKGROUND: Rising prostate-specific antigen (PSA) levels following radical prostatectomy are indicative of a poor prognosis, which may associate with periprostatic adipose tissue (PPAT). Accordingly, we aimed to construct a dynamic online nomogram to predict tumor short-term prognosis based on 18F-PSMA-1007 PET/CT of PPAT.
    METHODS: Data from 268 prostate cancer (PCa) patients who underwent 18F-PSMA-1007 PET/CT before prostatectomy were analyzed retrospectively for model construction and validation (training cohort: n = 156; internal validation cohort: n = 65; external validation cohort: n = 47). Radiomics features (RFs) from PET and CT were extracted. Then, the Rad-score was constructed using logistic regression analysis based on the 25 optimal RFs selected through maximal relevance and minimal redundancy, as well as the least absolute shrinkage and selection operator. A nomogram was constructed to predict short-term prognosis which determined by persistent PSA.
    RESULTS: The Rad-score consisting of 25 RFs showed good discrimination for classifying persistent PSA in all cohorts (all P < 0.05). Based on the logistic analysis, the radiomics-clinical combined model, which contained the optimal RFs and the predictive clinical variables, demonstrated optimal performance at an AUC of 0.85 (95% CI: 0.78-0.91), 0.77 (95% CI: 0.62-0.91) and 0.84 (95% CI: 0.70-0.93) in the training, internal validation and external validation cohorts. In all cohorts, the calibration curve was well-calibrated. Analysis of decision curves revealed greater clinical utility for the radiomics-clinical combined nomogram.
    CONCLUSIONS: The radiomics-clinical combined nomogram serves as a novel tool for preoperative individualized prediction of short-term prognosis among PCa patients.
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  • 文章类型: Clinical Trial Protocol
    背景:拟议的试验旨在研究前列腺特异性膜抗原(PSMA)正电子发射断层扫描/计算机断层扫描(PET/CT)引导的细胞减灭术联合阿帕鲁胺和雄激素剥夺疗法(ADT)治疗在寡转移状态下新诊断的转移性激素敏感性前列腺癌(mHSPC)的可行性。
    方法:CHAMPION(NCT05717582)是一个开放标签,单臂,第二阶段试验,计划纳入新诊断的mHSPC患者的寡转移(常规成像中≤10个远处转移部位)。患者将接受6个周期的阿帕鲁胺加ADT。3个治疗周期后,PSMAPET/CT的寡转移疾病患者将接受细胞减灭术前列腺癌根治术。PSMAPET/CT引导的转移定向外放射治疗将由研究人员确定。阿帕鲁胺加ADT将在术后持续2周。主要终点是检测不到前列腺特异性抗原(PSA)的患者比例,无疾病进展,阿帕鲁胺加ADT治疗6个周期后,症状无恶化。次要终点包括3个治疗周期结束时PSA≤0.2ng/mL和寡转移的患者百分比。PSA反应率,和安全。本研究将采用弗莱明的两阶段分组序贯设计,其中零假设是在6个周期的治疗后,无法检测到PSA的患者的比率≤40%,而另一种假设是无法检测到的PSA>60%;单侧α=0.05,功率=0.80,假定的辍学率为10%,有效分析所需的患者人数为47。这项研究的登记工作于2023年5月开始。
    结论:基于治疗反应的多模式治疗可能改善新诊断的mHSPC患者的预后。
    背景:该研究已在临床试验中注册。政府(NCT05717582)。2023年2月8日注册。
    BACKGROUND: The proposed trial is to examine the feasibility of prostate-specific membrane antigen (PSMA) positron emission tomography/computed tomography (PET/CT)-guided cytoreduction plus apalutamide and androgen deprivation therapy (ADT) for newly diagnosed metastatic hormone-sensitive prostate cancer (mHSPC) at oligometastatic state.
    METHODS: CHAMPION (NCT05717582) is an open-label, single-arm, phase II trial, planning to enroll newly diagnosed mHSPC cases with oligometastases (≤ 10 distant metastatic sites in conventional imaging). Patients will receive 6 cycles of apalutamide plus ADT. Patients with oligometastatic disease at PSMA PET/CT after 3 treatment cycles will receive cytoreductive radical prostatectomy. PSMA PET/CT-guided metastasis-directed external radiation therapy will be determined by the investigators. Apalutamide plus ADT will be continued for 2 weeks postoperatively. The primary endpoint is the proportion of patients with undetectable prostate-specific antigen (PSA), no disease progression, and no symptom deterioration after 6 cycles of apalutamide plus ADT. Secondary endpoints include the percentage of patients with PSA ≤ 0.2 ng/mL and oligometastases by the end of 3 treatment cycles, PSA response rate, and safety. Fleming\'s two-stage group sequential design will be adopted in the study, where the null hypothesis is that the rate of patients with an undetectable PSA is ≤ 40% after 6 cycles of treatment, while the alternate hypothesis is an undetectable PSA of > 60%; with one-sided α = 0.05, power = 0.80, and an assumed dropout rate of 10%, the required number of patients for an effective analysis is 47. Enrolment in the study commenced in May 2023.
    CONCLUSIONS: The multi-modal therapy based on treatment response may improve the prognosis of newly diagnosed mHSPC patients with oligometastases.
    BACKGROUND: The study is registered with Clinical Trials.Gov (NCT05717582). Registered on 8th February 2023.
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  • 文章类型: Journal Article
    背景:本研究旨在比较[68Ga]Ga-DOTA-FAPI-04和[18F]FDGPET/CT显像对扁桃体癌患者原发灶和转移淋巴结的诊断价值。
    方法:回顾性纳入21例扁桃体癌患者,这些患者在我们中心两周内接受了[68Ga]Ga-DOTA-FAPI-04和[18F]FDGPET/CT扫描。使用Mann-WhitneyU检验比较了两种示踪剂的最大标准化摄取值(SUVmax)和肿瘤背景比(TBR)。此外,灵敏度,特异性,并分析了两种方法诊断转移性淋巴结的准确性。
    结果:在检测原发性病变时,[68Ga]Ga-DOTA-FAPI-04PET/CT(20/22)的效率高于[18F]FDGPET/CT(9/22)。尽管[68Ga]Ga-DOTA-FAPI-04摄取(SUVmax,5.03±4.06)低于[18F]FDG摄取(SUVmax,7.90±4.84,P=0.006),[68Ga]Ga-DOTA-FAPI-04改善了原发性肿瘤和对侧正常扁桃体组织之间的区别。[68Ga]Ga-DOTA-FAPI-04PET/CT的TBR(3.19±2.06)显著高于[18F]FDGPET/CT(1.89±1.80)(p<0.001)。在淋巴结分析中,[68Ga]Ga-DOTA-FAPI-04和[18F]FDGPET/CT之间的SUVmax和TBR没有显着差异(7.67±5.88vs.8.36±6.15,P=0.498和5.56±4.02。4.26±3.16,P=0.123)。[68Ga]Ga-DOTA-FAPI-04PET/CT诊断颈部淋巴结转移的特异性和准确性均高于[18F]FDGPET/CT(均P<0.05)。
    结论:与[18F]FDG相比,[68Ga]Ga-DOTA-FAPI-04的可用性提高了[18F]FDG的原发灶检出率和颈部转移淋巴结的诊断准确性,从而补充了[18F]FDG的诊断结果。
    BACKGROUND: This study aimed to compare the diagnostic value of [68 Ga]Ga-DOTA-FAPI-04 and [18F]FDG PET/CT imaging for primary lesions and metastatic lymph nodes in patients with tonsil cancer.
    METHODS: Twenty-one tonsil cancer patients who underwent [68 Ga]Ga-DOTA-FAPI-04 and [18F]FDG PET/CT scans within two weeks in our centre were retrospectively enrolled. The maximum standardized uptake value (SUVmax) and tumor-to-background ratio (TBR) of the two tracers were compared by using the Mann‒Whitney U test. In addition, the sensitivity, specificity, and accuracy of the two methods for diagnosing metastatic lymph nodes were analysed.
    RESULTS: In detecting primary lesions, the efficiency was higher for [68 Ga]Ga-DOTA-FAPI-04 PET/CT (20/22) than for [18F]FDG PET/CT (9/22). Although [68 Ga]Ga-DOTA-FAPI-04 uptake (SUVmax, 5.03 ± 4.06) was lower than [18F]FDG uptake (SUVmax, 7.90 ± 4.84, P = 0.006), [68 Ga]Ga-DOTA-FAPI-04 improved the distinction between the primary tumor and contralateral normal tonsillar tissue. The TBR was significantly higher for [68 Ga]Ga-DOTA-FAPI-04 PET/CT (3.19 ± 2.06) than for [18F]FDG PET/CT (1.89 ± 1.80) (p < 0.001). In lymph node analysis, SUVmax and TBR were not significantly different between [68 Ga]Ga-DOTA-FAPI-04 and [18F]FDG PET/CT (7.67 ± 5.88 vs. 8.36 ± 6.15, P = 0.498 and 5.56 ± 4.02 vs. 4.26 ± 3.16, P = 0.123, respectively). The specificity and accuracy of [68 Ga]Ga-DOTA-FAPI-04 PET/CT were higher than those of [18F]FDG PET/CT in diagnosing metastatic cervical lymph nodes (all P < 0.05).
    CONCLUSIONS: The availability of [68 Ga]Ga-DOTA-FAPI-04 complements the diagnostic results of [18F]FDG by improving the detection rate of primary lesions and the diagnostic accuracy of cervical metastatic lymph nodes in tonsil cancer compared to [18F]FDG.
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  • 文章类型: Journal Article
    目的:对于进展性转移性去势抵抗性前列腺癌(mCRPC)患者,下线全身治疗(NEST)是标准治疗。进展导向治疗(PDT),定义为进展性和/或新病变数量有限的患者的病变导向方法,可能会推迟这些所谓的寡进行性mCRPC患者对NEST的需求。我们的目的是研究通过使用PDT在寡进mCRPC中推迟NEST启动的可行性。
    方法:MEDCARE是一种前瞻性的,单臂,非随机2期试验。符合条件的患者患有寡进行性mCRPC,并在继续进行全身治疗的同时接受PDT治疗。主要终点是无NEST生存期(NEST-FS)。次要终点是前列腺特异性抗原反应,临床无进展生存期(cPFS),前列腺癌特异性生存率(PCSS),总生存期(OS),和PDT诱导的毒性。
    20例患者因38例慢进性病变接受PDT治疗。在中位随访28个月时,NEST-FS中位数为17个月,2年NEST-FS率为35%。未达到中位PCSS和中位OS。2年的PCSS和OS率分别为80%和70%,分别。2年局部控制率为95%。没有患者出现早期或晚期≥3级毒性。对于在18F-PSMA正电子发射断层扫描/计算机断层扫描上可见的所有病变接受PDT的患者,NEST-FS更长(30对13个月;p=0.002)。
    结论:这种单中心,单臂,2期试验表明,低聚进行性mCRPC的PDT导致中位NEST-FS为17个月,无任何早期或晚期≥3级毒性.
    结果:对于转移性前列腺癌患者不再对激素治疗有反应,我们调查了针对进展性癌病灶的放疗,同时继续其正在进行的全身治疗.结果表明,这种靶向治疗具有非常低的毒性,并将开始新的全身治疗线的需要推迟了17个月。
    OBJECTIVE: Next-line systemic treatment (NEST) is the standard of care for patients presenting with progressive metastatic castration-resistant prostate cancer (mCRPC). Progression-directed therapy (PDT), defined as a lesion-directed approach in patients with a limited number of progressive and/or new lesions, could postpone the need for NEST in these patients with so-called oligoprogressive mCRPC. Our aim was to investigate the feasibility of postponing NEST initiation in oligoprogressive mCRPC by using PDT.
    METHODS: MEDCARE was a prospective, single-arm, nonrandomized phase 2 trial. Eligible patients had oligoprogressive mCRPC and were treated with PDT while their ongoing systemic therapy was continued. The primary endpoint was NEST-free survival (NEST-FS). Secondary endpoints were prostate-specific antigen response, clinical progression-free survival (cPFS), prostate cancer-specific survival (PCSS), overall survival (OS), and PDT-induced toxicity.
    UNASSIGNED: Twenty patients underwent PDT for 38 oligoprogressive lesions. At median follow-up of 28 mo, median NEST-FS was 17 mo and the 2-yr NEST-FS rate was 35%. Median PCSS and median OS were not reached. The PCSS and OS rates at 2 yr were 80% and 70%, respectively. The 2-yr local control rate was 95%. No patient experienced early or late grade ≥3 toxicity. NEST-FS was longer for patients who received PDT to all lesions visible on 18F-PSMA positron emission tomography/computed tomography (30 vs 13 mo; p = 0.002).
    CONCLUSIONS: This single-center, single-arm, phase 2 trial demonstrated that PDT in oligoprogressive mCRPC resulted in median NEST-FS of 17 mo without any early or late grade ≥3 toxicity.
    RESULTS: For patients with metastatic prostate cancer no longer responding to hormone therapy, we investigated radiotherapy targeted at progressive cancer lesions while continuing their ongoing systemic treatment. The results show that this targeted therapy had very low toxicity and delayed the need to start a new line of systemic treatment by 17 months.
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  • 文章类型: Journal Article
    背景:影像学和几个预后因素都为抢救放疗(SRT)的计划提供了信息。前列腺特异性膜抗原正电子发射断层扫描(PSMA-PET)可以定位其他成像方式看不到的疾病。
    目的:评价PSMA-PET对SRT术后生化无复发生存率的影响。
    方法:本前瞻性随机,控制,3期临床试验将193例前列腺癌根治术后生化复发的患者随机分配到SRT(对照组,n=90)或在SRT计划之前进行PSMA-PET/计算机断层扫描(CT)扫描(研究臂,n=103),从2018年6月到2020年8月。允许在两组中使用任何其他经批准的成像方式(包括fluciclovine-PET)。
    方法:这是次要终点分析:PSMA-PET对SRT计划的影响。将病例报告表发送给转诊的放射肿瘤学家,以在随机分组之前和完成SRT后收集管理计划。使用卡方和Fisher精确检验比较了每个臂内管理变化的相对频率(%)。
    结论:在178/193名患者(92.2%;76/90对照[84.4%]和102/103PSMA-PET[99%])中,可使用已交付的SRT计划。注册时前列腺特异性抗原水平中位数在对照组中为0.30ng/ml(四分位距[IQR]0.19-0.91),在PSMA-PET组中为0.23ng/ml(IQR0.15-0.54)。Fluciclovine-PET在对照臂中以33/76(43%)使用。PSMA-PET局部复发(38/102(37%):骨盆(M1)外102个中的9个(9%),16/102(16%)在骨盆LN(N1,有或没有局部复发),13/102(13%)仅在前列腺窝。有23%的差异(95%置信区间[CI]9-35%,控制臂(22%[17/76])和PSMA-PET干预臂(45%[46/102])之间的主要变化频率p=0.002)。在干预组的主要变化中,33/46(72%)被认为与PSMA-PET有关。差异为17.6%(95%CI5.4-28.5%,p=0.005)控制臂(76[12%]中的9个)和干预臂(30/102[29%])之间的治疗升级频率。76例患者中有8例(10.5%)和12/102例(11.8%)的对照和干预组发生了治疗降级,76名患者中的0名(0%)和102名患者中的4名(3.9%)的混合变化,分别。
    结论:在这项前瞻性随机3期研究中,PSMA-PET研究结果提供的信息启动了33/102(33%)患者的SRT计划的重大管理变化。2025年计划的主要终点的最终读数可能提供这些变化是否导致改善结果的证据。
    结果:前列腺特异性膜抗原正电子发射断层扫描导致三分之一接受挽救性放疗的前列腺癌根治术后生化复发患者的管理改变。
    OBJECTIVE: Both imaging and several prognostic factors inform the planning of salvage radiotherapy (SRT). Prostate-specific membrane antigen positron emission tomography (PSMA-PET) can localize disease unseen by other imaging modalities. The main objective of the study was to evaluate the impact of PSMA-PET on biochemical recurrence-free survival rate after SRT.
    METHODS: This prospective randomized, controlled, phase 3 clinical trial randomized 193 patients with biochemical recurrence of prostate cancer after radical prostatectomy to proceed with SRT (control arm, n = 90) or undergo a PSMA-PET/computed tomography (CT) scan prior to SRT planning (investigational arm, n = 103) from June 2018 to August 2020. Any other approved imaging modalities were allowed in both arms (including fluciclovine-PET). This is a secondary endpoint analysis: impact of PSMA-PET on SRT planning. Case-report forms were sent to referring radiation oncologists to collect the management plans before randomization and after completion of SRT. The relative frequency (%) of management changes within each arm were compared using chi-square and Fisher\'s exact tests.
    UNASSIGNED: The delivered SRT plan was available in 178/193 patients (92.2%;76/90 control [84.4%] and 102/103 PSMA-PET [99%]). Median prostate-specific antigen levels at enrollment was 0.30 ng/ml (interquartile range [IQR] 0.19-0.91) in the control arm and 0.23 ng/ml (IQR 0.15-0.54) in the PSMA-PET arm. Fluciclovine-PET was used in 33/76 (43%) in the control arm. PSMA-PET localized recurrence(s) in 38/102 (37%): nine of 102 (9%) outside of the pelvis (M1), 16/102 (16%) in the pelvic LNs (N1, with or without local recurrence), and 13/102 (13%) in the prostate fossa only. There was a 23% difference (95% confidence interval [CI] 9-35%, p = 0.002) of frequency of major changes between the control arm (22% [17/76]) and the PSMA-PET intervention arm (45%[46/102]). Of the major changes in the intervention group, 33/46 (72%) were deemed related to PSMA-PET. There was a 17.6% difference (95% CI 5.4-28.5%, p = 0.005) of treatment escalation frequency between the control arm (nine of 76 [12%]) and the intervention arm (30/102 [29%]). Treatment de-escalation occurred in the control and intervention arms in eight of 76 (10.5%) and 12/102 (11.8%) patients, and mixed changes in zero of 76 (0%) and four of 102 (3.9%) patients, respectively.
    CONCLUSIONS: In this prospective randomized phase 3 study, PSMA-PET findings provided information that initiated major management changes to SRT planning in 33/102 (33%) patients. The final readout of the primary endpoint planned in 2025 may provide evidence on whether these changes result in improved outcomes.
    RESULTS: Prostate-specific membrane antigen positron emission tomography leads to management changes in one-third of patients receiving salvage radiotherapy for post-radical prostatectomy biochemical recurrence of prostate cancer.
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  • 文章类型: Journal Article
    背景:前哨淋巴结活检(SLNB)是低负担腋窝转移(≤2个阳性淋巴结)的早期乳腺癌患者的腋窝分期护理标准。本研究旨在确定18F-氟代脱氧葡萄糖(FDG)正电子发射断层扫描/计算机断层扫描(PET/CT)和乳腺磁共振成像在检测腋窝淋巴结(ALN)转移中的诊断性能以及预测ALN负担的可靠性。
    方法:共纳入了从2001年1月至2022年12月在单一机构接受术前PET/CT和前期手术的275例原发性可手术乳腺癌患者。共有244人(88.7%)接受了乳腺MRI检查。敏感性,特异性,阳性预测值(PPV),负预测值(NPV),评估PET/CT和乳腺MRI的准确性。使用放射-组织病理学一致性评估确定ALN负荷的预测值。
    结果:PET/CT显示53.4%的灵敏度,特异性为82.1%,PPV为65.5%,NPV为73.5%,检测ALN转移的准确率为70.9%,MRI的相应值为71.8%,67.8%,56%,80.8%,和69.2%,分别。PET/CT和MRI联合显示PPV明显高于MRI(72.7%vs单纯MRI为56%,p=0.037),NPV明显高于PET/CT(84%vs单独的PET/CT为73.5%,p=0.041)。预测低负荷腋窝转移(1-2个阳性淋巴结),PET/CT的PPV为35.9%,MRI为36.7%,55%的PET/CT和MRI相结合。关于0-2阳性ALN的患者,谁被指定为SLNB,PET/CT和MRI结合的预测正确率为96.1%,仅MRI占95.7%,仅PET/CT为88.6%。
    结论:PET/CT和乳腺MRI对影像学上ALN<2阳性的可手术乳腺癌患者的低负荷腋窝转移具有很高的预测价值。
    BACKGROUND: Sentinel lymph node biopsy (SLNB) is the standard of care for axillary staging in early breast cancer patients with low-burden axillary metastasis (≤ 2 positive nodes). This study aimed to determine the diagnostic performances of 18F-fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) and breast magnetic resonance imaging in detecting axillary lymph node (ALN) metastases and the reliability to predict ALN burden.
    METHODS: A total of 275 patients with primary operable breast cancer receiving preoperative PET/CT and upfront surgery from January 2001 to December 2022 in a single institution were enrolled. A total of 244 (88.7%) of them also received breast MRI. The sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy of PET/CT and breast MRI were assessed. The predictive values to determine ALN burden were evaluated using radio-histopathological concordance.
    RESULTS: PET/CT demonstrated a sensitivity of 53.4%, specificity of 82.1%, PPV of 65.5%, NPV of 73.5%, and accuracy of 70.9% for detecting ALN metastasis, and the corresponding values for MRI were 71.8%, 67.8%, 56%, 80.8%, and 69.2%, respectively. Combining PET/CT and MRI showed a significantly higher PPV than MRI (72.7% vs 56% for MRI alone, p = 0.037) and a significantly higher NPV than PET/CT (84% vs 73.5% for PET/CT alone, p = 0.041). For predicting low-burden axillary metastasis (1-2 positive nodes), the PPVs were 35.9% for PET/CT, 36.7% for MRI, and 55% for combined PET/CT and MRI. Regarding patients with 0-2 positive ALNs in imaging, who were indicated for SLNB, the predictive correctness was 96.1% for combined PET/CT and MRI, 95.7% for MRI alone, and 88.6% for PET/CT alone.
    CONCLUSIONS: PET/CT and breast MRI exhibit high predictive values for identifying low-burden axillary metastasis in patients with operable breast cancer with ≦ 2 positive ALNs on imaging.
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  • 文章类型: Journal Article
    目的:评估基于18F-FDGPET/CT的影像组学列线图对小儿神经母细胞瘤骨髓受累的预测能力。
    方法:对在两个医疗中心接受18F-FDGPET/CT检查的241例神经母细胞瘤患者进行回顾性评估。来自中心A(n=200)的数据被随机分为训练队列(n=140)和内部验证队列(n=60),而来自中心B的数据(n=41)构成了外部验证队列。对于每个病人来说,使用肿瘤和轴向骨骼定义了两个感兴趣的区域。得出临床因素和影像组学特征以构建临床和影像组学模型。通过结合临床因素和影像组学特征来构建影像组学列线图。接收器工作特征曲线下的面积(AUC)用于评估模型的性能。
    结果:从肿瘤和轴向骨骼创建的Radiomics模型在训练队列中获得了0.773和0.900的AUC,临床模型的AUC为0.858。通过结合临床风险因素和基于轴向骨骼的影像组学特征,培训队列中放射组学列线图的AUC,内部验证队列,和外部验证队列分别为0.932,0.887和0.733.
    结论:基于轴向骨骼的影像组学模型在预测骨髓受累方面优于基于肿瘤的影像组学模型。此外,影像组学列线图显示,将基于轴向骨骼的影像组学特征与临床危险因素相结合,可改善影像组学的表现.
    To assess the predictive ability of an 18F-FDG PET/CT-based radiomics nomogram for bone marrow involvement in pediatric neuroblastoma.
    A total of 241 neuroblastoma patients who underwent 18F-FDG PET/CT at two medical centers were retrospectively evaluated. Data from center A (n = 200) were randomized into a training cohort (n = 140) and an internal validation cohort (n = 60), while data from center B (n = 41) constituted the external validation cohort. For each patient, two regions of interest were defined using the tumor and axial skeleton. The clinical factors and radiomics features were derived to construct the clinical and radiomics models. The radiomics nomogram was built by combining clinical factors and radiomics features. The area under the receiver operating characteristic curves (AUCs) were used to assess the performance of the models.
    Radiomics models created from tumor and axial skeleton achieved AUCs of 0.773 and 0.900, and the clinical model had an AUC of 0.858 in the training cohort. By incorporating clinical risk factors and axial skeleton-based radiomics features, the AUC of the radiomics nomogram in the training cohort, internal validation cohort, and external validation cohort was 0.932, 0.887, and 0.733, respectively.
    The axial skeleton-based radiomics model performed better than the tumor-based radiomics model in predicting bone marrow involvement. Moreover, the radiomics nomogram showed that combining axial skeleton-based radiomics features with clinical risk factors improved their performance.
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  • 文章类型: Journal Article
    本研究旨在研究使用预处理18F-脱氧葡萄糖正电子发射断层扫描/计算机断层扫描(FDGPET/CT)影像组学特征和临床参数预测乳腺癌患者无进展生存期(PFS)的可行性。
    2012年1月至2020年12月在治疗前接受18F-FDGPET/CT显像的乳腺癌患者符合纳入研究的条件。87名患者被随机分为训练集(n=61)和内部测试集(n=26),另外25名患者被用作外部验证集。临床参数,包括年龄,肿瘤大小,分子亚型,临床TNM分期,并收集了实验室发现。从术前PET/CT图像中提取影像组学特征。应用最小绝对收缩和选择运算符来收缩特征大小并构建预测性放射组学签名。使用单变量和多变量Cox比例风险模型和Kaplan-Meier分析来评估rad评分和临床参数与PFS的关联。构建列线图以可视化生存预测。C指数和校准曲线用于评估列线图性能。
    选择11个放射组学特征来产生rad-score。临床模型包括三个参数:临床M期,CA125和病理N分期。Rad评分和临床模型在训练集中与PFS显着相关(P<0.01),而在测试集中则没有。综合临床-影像组学(ICR)模型在训练集和测试集均与PFS显著相关(P<0.01)。ICR模型列线图在训练和测试集中具有明显高于临床模型和rad评分的C指数。ICR模型在外部验证集中的C指数为0.754(95%置信区间,0.726-0.812)。通过列线图分层的低危组和高风险组之间的PFS显着差异(P=0.009)。校准曲线表明ICR模型提供了最大的临床益处。
    ICR模型,结合临床参数和术前18F-FDGPET/CT成像,能够独立预测乳腺癌患者的PFS,并且优于单独的临床模型和rad评分。
    UNASSIGNED: This study aimed to investigate the feasibility of predicting progression-free survival (PFS) in breast cancer patients using pretreatment 18F-fluorodeoxyglucose positron emission tomography/computed tomography (FDG PET/CT) radiomics signature and clinical parameters.
    UNASSIGNED: Breast cancer patients who underwent 18F-FDG PET/CT imaging before treatment from January 2012 to December 2020 were eligible for study inclusion. Eighty-seven patients were randomly divided into training (n = 61) and internal test sets (n = 26) and an additional 25 patients were used as the external validation set. Clinical parameters, including age, tumor size, molecular subtype, clinical TNM stage, and laboratory findings were collected. Radiomics features were extracted from preoperative PET/CT images. Least absolute shrinkage and selection operators were applied to shrink feature size and build a predictive radiomics signature. Univariate and multivariate Cox proportional hazards models and Kaplan-Meier analysis were used to assess the association of rad-score and clinical parameter with PFS. Nomograms were constructed to visualize survival prediction. C-index and calibration curve were used to evaluate nomogram performance.
    UNASSIGNED: Eleven radiomics features were selected to generate rad-score. The clinical model comprised three parameters: clinical M stage, CA125, and pathological N stage. Rad-score and clinical-model were significantly associated with PFS in the training set (P< 0.01) but not the test set. The integrated clinical-radiomics (ICR) model was significantly associated with PFS in both the training and test sets (P< 0.01). The ICR model nomogram had a significantly higher C-index than the clinical model and rad-score in the training and test sets. The C-index of the ICR model in the external validation set was 0.754 (95% confidence interval, 0.726-0.812). PFS significantly differed between the low- and high-risk groups stratified by the nomogram (P = 0.009). The calibration curve indicated the ICR model provided the greatest clinical benefit.
    UNASSIGNED: The ICR model, which combined clinical parameters and preoperative 18F-FDG PET/CT imaging, was able to independently predict PFS in breast cancer patients and was superior to the clinical model alone and rad-score alone.
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  • 文章类型: Journal Article
    本研究的目的是调查使用氟-18(18F)-氟脱氧葡萄糖(FDG)正电子发射断层扫描(PET)/计算机断层扫描(CT)与磁共振成像(MRI)用于诊断和鉴别椎管中的良性和恶性病变。为此,从1月开始对MRI和18F-FDGPET/CT的使用进行了回顾性分析,2017年12月,2020年,通过术后病理检查或组织活检(金标准)获得最终诊断。敏感性,特异性,准确度,计算两种检查技术的阳性预测值和阴性预测值,并进行比较。PET代谢参数,最大标准化摄取值(SUVmax),峰值标准化摄取值(SUVpeak),平均标准化摄取值(SUVmean),计算并比较良、恶性组的代谢性肿瘤体积(MTV)和总病变糖酵解(TLG),并绘制相应的ROC曲线。共纳入58例患者,其中恶性病变30例,良性病变28例。MRI的特异性明显高于PET/CT(P<0.05)。PET/CT的敏感性和阴性预测值均高于MRI,虽然没有显著差异(P>0.05)。PET代谢参数的平均值±标准偏差值,SUVmax,SUVpeak,Suvmean,MTV和TLG,分别为4.27±1.25、3.49±1.07、2.49±0.84、6.58±5.36和17.12±15.50,恶性组8.99±3.75,7.35±3.26,5.43±2.40,12.25±12.18,112.41±85.98,分别。SUVmax,SUVpeak,恶性组的SUVmean和TLG高于良性组。差异均有统计学意义(均P<0.0001)。在区分良性和恶性病变时,SUVmax的ROC曲线下面积(AUC)为0.919,Youden指数为0.762,敏感性为83.3%,特异性为92.9%。SUVpeak的AUC为0.905,SUVmean的AUC为0.899。上述AUC显著高于MTV和TLG(分别为0.609和0.786)(P<0.001)。总的来说,本研究表明,MRI是诊断椎管内病变的可靠成像技术。18F-FDGPET/CT,作为核磁共振成像的一个值得注意的补充,对病变的定性诊断和鉴别具有较高的敏感性和准确性。两种检查技术的协同作用可能有助于更准确的诊断。
    The aim of the present study was to investigate the value of the use of fluorine-18 (18F)-fluorodeoxyglucose (FDG) positron emission tomography (PET)/computed tomography (CT) vs. magnetic resonance imaging (MRI) for the diagnosis of and differentiation between benign and malignant lesions in the spinal canal. For this purpose, a retrospective analysis was performed on the use of MRI and 18F-FDG PET/CT from January, 2017 to December, 2020, and the final diagnosis was obtained by performing a post-operative pathological examination or following a tissue biopsy (gold standard). The sensitivity, specificity, accuracy, positive predictive value and negative predictive value of the two examination techniques were calculated and comparisons between them were made. The PET metabolic parameters, maximum standardized uptake value (SUVmax), peak standardized uptake value (SUVpeak), mean standardized uptake value (SUVmean), metabolic tumor volume (MTV) and total lesion glycolysis (TLG) in the benign and malignant groups were calculated and compared, and the corresponding ROC curves were plotted. A total of 58 patients were enrolled, including 30 patients with malignant and 28 with benign lesions. The specificity of MRI was significantly higher than that of PET/CT (P<0.05). The sensitivity and negative predictive value of PET/CT were higher than those of MRI, although with no significant difference (P>0.05). The mean ± tandard deviation values of the PET metabolic parameters, SUVmax, SUVpeak, SUVmean, MTV and TLG, were 4.27±1.25, 3.49±1.07, 2.49±0.84, 6.58±5.36 and 17.12±15.50 in the benign, and 8.99±3.75, 7.35±3.26, 5.43±2.40, 12.25±12.18 and 112.41±85.98 in the malignant groups, respectively. The SUVmax, SUVpeak, SUVmean and TLG in the malignant group were higher than those in the benign group. The differences were all statistically significant (all P<0.0001). In distinguishing benign from malignant lesions, the area under the ROC curve (AUC) for SUVmax was 0.919, which was the largest, and the Youden index was 0.762, indicating 83.3% sensitivity and 92.9% specificity. The AUC for SUVpeak was 0.905 and that for SUVmean was 0.899. The aforementioned AUCs were significantly higher than those for MTV and TLG (0.609 and 0.786, respectively) (P<0.001). On the whole, the present study demonstrates that MRI is a reliable imaging technique for the diagnosis of intravertebral lesions. 18F-FDG PET/CT, as a noteworthy supplement to MRI, has a high sensitivity and accuracy for the qualitative diagnosis and identification of lesions. The synergistic effect of the two examination techniques may be helpful for a more accurate diagnosis.
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  • 文章类型: Clinical Trial, Phase I
    背景:高风险局限性前列腺癌(HRLPC)尽管进行了局部治疗,但仍有很大的疾病进展风险。在确定的局部治疗之前的新辅助系统治疗可以通过靶向原发性肿瘤和微转移疾病来改善肿瘤学结果。
    目的:评估在机器人辅助的前列腺癌根治术(RARP)之前,是否可以安全地对HRLPC患者使用Luty-177前列腺特异性膜抗原放射性配体(LuPSMA),并描述肿瘤的近期结局。
    方法:这是一个开放标签,单臂临床试验。纳入了HRLPC和PSMA正电子发射断层扫描/计算机断层扫描上放射性配体摄取升高的患者。以2周的间隔给予两个或三个LuPSMA放射性配体剂量(7.4GBq)。在最后一次LuPSMA剂量后4周进行RARP淋巴结清扫术。
    方法:手术并发症的发生率,操作参数,功能和生活质量措施的变化,并测量了肿瘤的即时结局(组织学结果和生化反应).数据进行描述性分析。
    结论:14例患者参与(中位年龄67岁)。两次LuPSMA剂量后,前列腺特异性抗原降低了17%(四分位距[IQR]9-50%),三次剂量后降低了34%(IQR11-60%)。13例患者接受了RARP,没有可识别的解剖学变化或术中并发症。四名患者(30%)有术后并发症(肺炎,肺栓塞,尿路感染的尿漏)。术后3个月,12名患者(92%)需要一个或更少的垫。最终的整体病理显示7例患者(53%)的手术切缘(PSM)阳性,3例患者(23%)的降级为国际泌尿外科病理学会第3级。与治疗相关的作用包括清晰的液泡细胞质和固缩核。
    结论:LuPSMA和RARP似乎是手术安全的。虽然肿瘤的结果悬而未决,LuPSMA治疗似乎不影响尿失禁的恢复。
    结果:我们评估了侵袭性局限性前列腺癌患者在手术切除前列腺之前接受放射性药物治疗的预后。这种方法似乎是安全可行的,但其疗效尚不清楚。
    High-risk localized prostate cancer (HRLPC) has a substantial risk of disease progression despite local treatment. Neoadjuvant systemic therapy before definitive local therapy may improve oncological outcomes by targeting the primary tumor and micrometastatic disease.
    To evaluate whether a lutetium-177 prostate-specific membrane antigen radioligand (LuPSMA) can be safely administered to patients with HRLPC before robot-assisted radical prostatectomy (RARP) and to describe immediate oncological outcomes.
    This was an open-label, single-arm clinical trial. Patients with HRLPC and elevated radioligand uptake on PSMA positron emission tomography/computed tomography were enrolled. Two or three LuPSMA radioligand doses (7.4 GBq) were given at 2-wk intervals. RARP with lymph node dissection was performed 4 wk after the last LuPSMA dose.
    The rate of surgical complications, operative parameters, changes in functional and quality-of-life measures, and immediate oncological outcomes (histological findings and biochemical response) were measured. Data were analyzed descriptively.
    Fourteen patients participated (median age 67 yr). Prostate-specific antigen decreased by 17% (interquartile range [IQR] 9-50%) after two LuPSMA doses and 34% (IQR 11-60%) after three doses. Thirteen patients underwent RARP with no identifiable anatomical changes or intraoperative complications. Four patients (30%) had postoperative complications (pneumonia, pulmonary embolism, urinary leak with urinary tract infection). At 3 mo postoperatively, 12 patients (92%) required one pad or less. Final whole-mount pathology showed positive surgical margins (PSMs) in seven patients (53%) and downgrading to International Society of Urological Pathology grade group 3 in three patients (23%). Treatment-related effects included a clear vacuolated cytoplasm and pyknotic nuclei.
    LuPSMA followed by RARP appears to be surgically safe. While oncological outcomes are pending, continence recovery seems to be unaffected by LuPSMA treatment.
    We evaluated outcomes for patients with aggressive localized prostate cancer who received treatment with a radioactive agent before surgical removal of their prostate. This approach appears to be safe and feasible, but its therapeutic efficacy is still unknown.
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