radiation pneumonitis

放射性肺炎
  • 文章类型: Journal Article
    目的:放射性肺炎(RP)是肺癌放疗(RT)患者的剂量限制性毒性,然而,诊断的最佳实践,管理,RP的随访仍不清楚。因此,我们试图通过德尔福共识研究建立专家共识建议。
    方法:在第1轮中,开放性问题分发给31名治疗胸部恶性肿瘤的临床专家。在第2轮中,参与者使用5分李克特量表对从第1轮答案得出的陈述进行了同意/不同意评级。共识被定义为≥75%的协议。未达成共识的声明在第三轮中进行了修改和重新测试。
    结果:第1轮的反应率为74%(n=23/31;17名肿瘤学家,6名肺科医师);第二轮中82%(n=19/23;15名肿瘤学家,4名肺科医师);在第3轮中占100%(n=19/19)。65个第二轮声明中有39个达成了共识;26个声明中有10个在第三轮中达成了共识。在第2轮中,一致认为风险分层/缓解包括患者因素;最佳治疗计划;RP诊断的基础;以及肿瘤学家和肺科医师应参与治疗。对于无并发症的放射性肺炎,相当于每天口服泼尼松60毫克,考虑到胃保护,是典型的初始方案。然而,在这项研究中,对于推荐给药没有达成共识.初始类固醇剂量应持续2周,随后是一个渐进的,每周锥度(相当于泼尼松每周减少10毫克)。对于严重的肺炎,建议在开始口服皮质类固醇前3天静脉注射甲基强的松龙。最后的共识声明包括RP的治疗应该是多学科的,肺炎是药物还是辐射引起的不确定性,以及风险分层的重要性,特别是在间质性肺病的情况下。
    结论:本Delphi研究达成了共识建议,并为RP的诊断和治疗提供了实践指导。
    OBJECTIVE: Radiation pneumonitis (RP) is a dose-limiting toxicity for patients undergoing radiotherapy (RT) for lung cancer, however, the optimal practice for diagnosis, management, and follow-up for RP remains unclear. We thus sought to establish expert consensus recommendations through a Delphi Consensus study.
    METHODS: In Round 1, open questions were distributed to 31 expert clinicians treating thoracic malignancies. In Round 2, participants rated agreement/disagreement with statements derived from Round 1 answers using a 5-point Likert scale. Consensus was defined as ≥ 75 % agreement. Statements that did not achieve consensus were modified and re-tested in Round 3.
    RESULTS: Response rate was 74 % in Round 1 (n = 23/31; 17 oncologists, 6 pulmonologists); 82 % in Round 2 (n = 19/23; 15 oncologists, 4 pulmonologists); and 100 % in Round 3 (n = 19/19). Thirty-nine of 65 Round 2 statements achieved consensus; a further 10 of 26 statements achieved consensus in Round 3. In Round 2, there was agreement that risk stratification/mitigation includes patient factors; optimal treatment planning; the basis for diagnosis of RP; and that oncologists and pulmonologists should be involved in treatment. For uncomplicated radiation pneumonitis, an equivalent to 60 mg oral prednisone per day, with consideration of gastroprotection, is a typical initial regimen. However, in this study, no consensus was achieved for dosing recommendation. Initial steroid dose should be administered for a duration of 2 weeks, followed by a gradual, weekly taper (equivalent to 10 mg prednisone decrease per week). For severe pneumonitis, IV methylprednisolone is recommended for 3 days prior to initiating oral corticosteroids. Final consensus statements included that the treatment of RP should be multidisciplinary, the uncertainty of whether pneumonitis is drug versus radiation-induced, and the importance risk stratification, especially in the scenario of interstitial lung disease.
    CONCLUSIONS: This Delphi study achieved consensus recommendations and provides practical guidance on diagnosis and management of RP.
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  • 文章类型: Journal Article
    目的:放射性肺炎(RP)是胸部放疗的常见副作用,通常病程较长,以急性加重和发展为永久性肺纤维化为特征。在诊断为RP的患者中没有有效的预后生物标志物。
    方法:我们分析了血清趋化因子的时程,细胞因子,以及来自2级RP患者的其他蛋白质,在一项类固醇锥度加尼达尼布的随机临床试验中,一种多重酪氨酸激酶抑制剂,与安慰剂加类固醇锥度治疗RP相比。使用加权基因相关网络分析(WGCNA)和单变量零膨胀泊松模型来鉴定相关分析物组及其与临床结果的关联。
    结果:30名入选患者有可用的生物标志物数据,17名患者接受了足够的分析物进行网络分析。WGNCA鉴定出十种分析物,包括转化生长因子β-1(TGF-β1),单核细胞趋化蛋白-1(MCP-1),和血小板衍生生长因子(PDGF),总体上与肺加重的发生相关(p=0.008),急性肺加重的总数(p=0.002),和治疗臂(p=0.036)。通过单变量分析,RP模块的两个组成部分的变化率增加与肺加重的发生率增加相关:白细胞介素5(IL-5,发生率比(IRR)1.02,95%CI1.01-1.04,p=0.002),和肿瘤坏死因子超家族12(TNFSF12,IRR1.06,CI1-1.11,p=0.036)。表皮生长因子(EGF)斜率增加与恶化发生率降低相关(IRR0.94,CI0.89-1,p=0.036)。
    结论:我们确定了一组血清生物标志物,显示与RP患者的尼达尼布治疗和急性肺加重相关。需要进行验证性研究来验证该小组作为RP患者的预后工具。
    Radiation pneumonitis (RP) is a common side effect of thoracic radiotherapy and often has a long course characterized by acute exacerbations and progression to permanent lung fibrosis. There are no validated biomarkers of prognosis in patients diagnosed with RP.
    We analyzed a time course of serum chemokines, cytokines, and other proteins from patients with grade 2+ RP in a randomized clinical trial of a steroid taper plus nintedanib, a multiple tyrosine kinase inhibitor, versus placebo plus a steroid taper for the treatment of RP. Weighted gene correlation network analysis (WGCNA) and univariable zero inflated Poisson models were used to identify groups of correlated analytes and their associations with clinical outcomes.
    Thirty enrolled patients had biomarker data available, and 17 patients had enough analytes tested for network analysis. WGNCA identified ten analytes, including transforming growth factor beta-1 (TGF-β1), monocyte chemoattractant protein-1 (MCP-1), and platelet-derived growth factor (PDGF), that in aggregate were correlated with the occurrence of pulmonary exacerbations (p = 0.008), the total number of acute pulmonary exacerbations (p = 0.002), and treatment arm (p = 0.036). By univariable analysis, an increase in rate of change of two components of the RP module were associated with an increased incidence rate of pulmonary exacerbations: interleukin 5 (IL-5, incidence rate ratio (IRR) 1.02, 95% CI 1.01-1.04, p = 0.002), and tumor necrosis factor superfamily 12 (TNFSF12, IRR 1.06, CI 1-1.11, p = 0.036). An increased slope of epidermal growth factor (EGF) was associated with a decreased incidence rate of exacerbations (IRR 0.94, CI 0.89-1, p = 0.036).
    We identified a panel of serum biomarkers that showed association with nintedanib treatment and acute pulmonary exacerbations in patients with RP. A confirmatory study will be needed to validate this panel for use as a prognostic tool in patients with RP.
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  • 文章类型: Journal Article
    目的:关于有限期(LS)小细胞肺癌(SCLC)如何在化疗的同时进行胸部放疗(TRT)的临床数据有限。我们回顾了一项随机II期试验中的放射治疗计划,比较高剂量与标准剂量每日两次TRT,以评估治疗计划技术。靶体积和危险器官(OAR)的剂量体积数据,评估对协议的遵守情况,与辐射诱导的毒性相关,以及治疗计划参数的不平衡是否可能是高剂量大生存获益的原因(中位总生存43.6vs.22.6个月)。
    方法:170例患者接受4个疗程的铂/依托泊苷,并随机接受每日两次60Gy/40分数(fx)或45Gy/30fx的TRT。分析了那些接受一个或多个fx的TRT(n=166)的TRT治疗计划。
    结果:最常见的治疗计划技术是3DCRT(67%)。两组OAR报告的剂量-体积参数的第75百分位数均在方案推荐的范围内。食道平均剂量为25.5Gy(IQR:20.2-31.3)[60Gy/40fx]和24.3Gy(IQR:20.3-27.5)[45Gy/30fx]与21%和18%≥3级急性食管炎相关,分别。在60Gy/40fx组中,肺的平均剂量为16.5Gy(IQR:15.8-16.9),V20Gy为29.5%(IQR:28.8-30.4),V5Gy为65.6%(IQR:61.5-68.7)导致4%的患者≥3级肺炎。45Gy组无≥3级肺炎。治疗计划技术,原始和重新划定的OAR之间的体积变化百分比,PTV音量,相对剂量,随机分配组之间的偏侧性平衡良好。
    结论:考虑到严重辐射所致毒性的发生率在其他近期试验的范围内,报告给OAR的剂量似乎是安全的。随机分配组之间的治疗计划参数平衡良好,支持每日两次60Gy/40fxTRT方案的生存益处是由于较高的剂量。
    OBJECTIVE: There is limited clinical data for recommendations on how to deliver thoracic radiation therapy (TRT) concurrently with chemotherapy in limited-stage small cell lung cancer. We reviewed radiation therapy treatment plans in a randomized phase 2 trial comparing high-dose with standard-dose twice-daily TRT to assess treatment planning techniques, dose-volume data for target volumes and organs at risk (OARs), evaluate compliance with the protocol, associations with radiation-induced toxicity, and whether an imbalance in treatment planning parameters might be a reason for the large survival benefit of the higher dose (median overall survival 43.6 vs 22.6 months).
    METHODS: In the study, 170 patients were to receive 4 courses of platinum/etoposide and were randomized to receive twice-daily TRT of 60 Gy/40 fractions (fx) or 45 Gy/30 fx. TRT treatment plans for those who received 1 or more fx of TRT (n = 166) were analyzed.
    RESULTS: The most common treatment planning technique was 3-dimensional conformal radiation therapy (67%). The 75th percentile of the reported dose-volume parameters for the OARs were within the protocol-recommended limits for both groups. Mean doses to the esophagus of 25.5 Gy (IQR, 20.2-31.3; 60 Gy/40 fx) and 24.3 Gy (IQR, 20.3-27.5; 45 Gy/30 fx) were associated with 21% and 18% ≥ grade 3 acute esophagitis, respectively. In the 60 Gy/40 fx group, a mean dose to the lungs of 16.5 Gy (IQR, 15.8-16.9), V20 Gy of 29.5% (IQR, 28.8-30.4), and V5 Gy of 65.6% (IQR, 61.5-68.7) led to ≥ grade 3 pneumonitis in 4% of the patients. There was no ≥ grade 3 pneumonitis in the 45 Gy/30 fx group. The treatment planning techniques, the percentage change in volumes between original and redelineated OARs, planning target volumes, relative doses, and laterality were well balanced between the randomly assigned groups.
    CONCLUSIONS: Considering the incidences of severe radiation-induced toxicities were within the range of other recent trials, the reported doses to the OARs appear to be safe. Treatment planning parameters were well balanced between the randomly assigned groups, supporting that the survival benefit of the twice-daily 60 Gy/40 fx TRT schedule was due to the higher dose.
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  • 文章类型: Journal Article
    目的:我们旨在研究HL301的安全性和有效性,HL301是七种药用植物的标准化组合产品,在接受同步放化疗的不可切除的非小细胞肺癌(NSCLC)患者的放射性肺炎中。
    方法:目标应计为87,由于应计率低,共纳入63例患者。我们随机分配63名患者接受安慰剂(A组),或1200毫克HL301(B臂),或1800毫克HL301(C臂)。患者每周接受紫杉醇和卡铂,同时接受60-66Gy的调强放疗。根据标准临床实践给予Durvalumab作为维持治疗。HL301口服给药,每天12周。主要终点是放化疗后24周时≥2级放射性肺炎的发生率。
    结果:患者的基线特征平衡良好。药物耐受,依从率为86.6%,86.2%,武器A占88.8%,B,C,分别为(P=0.874)。没有患者出现严重的药物相关不良事件。在治疗组之间没有观察到不良事件发生率的显著差异。放化疗后24周≥2级放射性肺炎的发生率为37.5%(95%CI,18.5-61.4%),55.6%(95%CI,33.7-75.4%),A组52.4%(95%CI,32.4-71.7%),B,C,分别为(P=0.535)。
    结论:这是第一个测试HL301在NSCLC患者中的安全性和有效性的探索性临床试验。确定了HL301的安全性和可行性,但是在该剂量水平中没有观察到降低RP的功效的信号。
    OBJECTIVE: We aimed to investigate the safety and efficacy of HL301, a standardized combination product of 7 medicinal plants, in radiation pneumonitis in patients with unresectable non-small cell lung cancer undergoing curative concurrent chemoradiotherapy.
    METHODS: The target accrual was 87 and a total of 63 patients were enrolled due to poor accrual rate. We randomly assigned the 63 patients to receive a placebo (arm A), or 1200 mg HL301 (arm B), or 1800 mg HL301 (arm C). Patients received weekly paclitaxel and carboplatin concurrently with intensity-modulated radiation therapy at 60 to 66 Gy in conventional fractionation. Durvalumab was administered as a maintenance treatment according to standard clinical practice. HL301 was administered orally, daily for 12 weeks. The primary endpoint was incidence of grade ≥2 radiation pneumonitis at 24 weeks postchemoradiotherapy.
    RESULTS: The baseline characteristics of the patients were well balanced. The drug was tolerable with a compliance rate of 86.6%, 86.2%, and 88.8% in arms A, B, and C, respectively (P = .874). None of the patients experienced severe drug-related adverse events. No significant difference in the rate of adverse events were observed between the treatment arms. The incidence of grade ≥2 radiation pneumonitis at 24 weeks postchemoradiotherapy was 37.5% (95% CI, 18.5%-61.4%), 55.6% (95% CI, 33.7%-75.4%), and 52.4% (95% CI, 32.4%-71.7%) in arms A, B, and C, respectively (P = .535).
    CONCLUSIONS: This is the first exploratory clinical trial to test the safety and efficacy of HL301 in patients with non-small cell lung cancer. Safety and feasibility of HL301 were established but no signals of efficacy in reducing radiation pneumonitis was observed in this dose level.
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  • 文章类型: Journal Article
    本研究的目的是评估消融性碳离子放射治疗(CIRT)对早期中央型非小细胞肺癌(NSCLC)的疗效和安全性。我们回顾性分析了2006-2019年在中央型NSCLC的12个部分中接受了68.4GyCIRT的30例患者。中位年龄为75岁,Karnofsky表现量表评分中位数为90%。所有患者合并慢性阻塞性肺疾病,20例患者(67%)被认为不能手术。在DVH分析中,肺V5和V20中位数分别为15.5%和10.4%,和中值Dmax,D0.5cc,近端支气管树D2cc为65.6Gy,52.8Gy,和10.0Gy,分别。中位随访时间为43个月,3年总生存率,疾病特异性生存,局部控制率分别为72.4,75.8,88.7%,分别。两名患者经历了3级肺炎,但未发生涉及纵隔器官的≥3级不良事件。AblativeCIRT对中央型非小细胞肺癌是可行和有效的,可以考虑作为一种治疗选择,尤其是对其他治疗方法不耐受的患者。
    The aim of this study is to assess the efficacy and safety of ablative carbon ion radiotherapy (CIRT) for early stage central non-small cell lung cancer (NSCLC). We retrospectively reviewed 30 patients who had received CIRT at 68.4 Gy in 12 fractions for central NSCLC in 2006-2019. The median age was 75 years, and the median Karnofsky Performance Scale score was 90%. All patients had concomitant chronic obstructive pulmonary disease, and 20 patients (67%) were considered inoperable. In DVH analysis, the median lung V5 and V20 were 15.5% and 10.4%, and the median Dmax, D0.5cc, D2cc of proximal bronchial tree was 65.6 Gy, 52.8 Gy, and 10.0 Gy, respectively. At a median follow-up of 43 months, the 3-year overall survival, disease-specific survival, and local control rates were 72.4, 75.8, and 88.7%, respectively. Two patients experienced grade 3 pneumonitis, but no grade ≥3 adverse events involving the mediastinal organs occurred. Ablative CIRT is feasible and effective for central NSCLC and could be considered as a treatment option, especially for patients who are intolerant of other curative treatments.
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  • 文章类型: Journal Article
    间质性肺病(ILD)独立增加肺癌(LC)的风险,由于疾病晚期,通常需要放化疗(CRT)。然而,CRT可能通过并发症如ILD恶化或放射性肺炎损害生存。这项研究的目的是确定并发ILD和LC患者的最佳手术或非手术治疗方法。在10年的时间里,我们对在多诊所接受检查的4,541例确诊为LC和ILD的647例患者进行了回顾性评估.这项评估包括对人口统计的全面审查,治疗,和生存记录。研究组包括手术治疗(ST)的ILD和LC,化疗(CT),放射治疗(RT),或CRT。对照组包括仅ILD病例。在完整数据的647名患者的整个样本中,ST组住院时间和呼吸重症监护病房住院时间显著缩短,CT组住院时间显著延长.观察到放电状态的显着差异(P<0.001),ST和RT组的恢复率较高。CT组显示转移到其他中心的比率增加,确定CRT组的住院死亡率更高,对照组出院无变化。在24个月和48个月的生存率方面,两组之间没有统计学上的显着差异(P=0.100)。尽管2年和4年生存率没有差异,对于患有ILD的LC患者,在与手术切缘对齐的区域增加放疗,在生存和生活质量方面具有优势。评估为放射学N0,接受楔形切除术。这强调了需要个性化治疗策略来平衡有效的癌症控制并最小化ILD相关并发症。
    Interstitial lung disease (ILD) independently heightens the risk of lung cancer (LC), often necessitating chemoradiotherapy (CRT) due to advanced disease stages. However, CRT may compromise survival through complications such as ILD exacerbation or radiation pneumonitis. The aim of this study was to determine the optimal surgical or nonsurgical treatment approaches for patients with concurrent ILD and LC. Over a 10-year period, a retrospective evaluation was conducted on 647 patients with confirmed diagnoses of LC and ILD from a total of 4541 patients examined in the polyclinic. This assessment included a comprehensive review of demographic, treatment, and survival records. Study groups included those treated for both ILD and LC with surgical treatment (ST), chemotherapy (CT), radiotherapy (RT), or CRT. A control group comprised ILD-only cases. In the whole sample of 647 patients with complete data, the length of stay in hospital and respiratory intensive care unit was significantly shorter in the ST group and longer in the CT group. Significant differences in discharge status (P < .001) were observed, with higher recovery rates in the ST and RT groups. The CT group showed an increased rate of transfer to other centers, in-hospital mortality was determined to be higher in the CRT group, and the control group exhibited no change in discharge. No statistically significant difference was determined between the groups with respect to the 24- and 48-month survival rates (P = .100). Although no disparity was found in 2- and 4-year survival rates, there were seen to be advantages in survival and quality of life with the addition of radiotherapy to regions aligning with surgical margins for LC patients with ILD, evaluated as radiological N0, undergoing wedge resection. This underscores the need for personalized treatment strategies to balance effective cancer control and to minimize ILD-related complications.
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  • 文章类型: Journal Article
    目的:放射性肺炎是放射性栓塞的严重并发症。在钬-166([166Ho])放射性栓塞中,肺平均剂量(LMD)可以使用具有tech-99m-宏聚集白蛋白([99mTc]MAA)或[166Ho]微球的侦察剂量来估计(eLMD)。在两项前瞻性临床研究中,将基于[99mTc]MAA(eLMDMAA)的eLMD的准确性与基于[166Ho]-scout剂量(eLMDHo-scout)的eLMD进行了比较。
    方法:如果患者接受两种侦察剂量([99mTc]MAA和[166Ho]-侦察),具有后处理[166Ho]-SPECT/CT(金标准),并在相同的混合SPECT/CT系统上进行扫描。通过Spearman的等级相关系数(r)评估eLMDMAA/eLMDHo-scout与LMDHo治疗之间的相关性。使用Wilcoxon符号秩检验分析配对数据。
    结果:纳入37例不可切除的肝转移患者。随访期间,没有人出现放射性肺炎的症状.中位数eLMDMAA(1.53Gy,范围0.09-21.33Gy)显着高于LMDHo治疗的中位数(0.00Gy,范围为0.00-1.20Gy;p<0.01)。eLMDHo-scout中位数(中位数0.00Gy,范围0.00-1.21Gy)与LMDHo治疗相比没有显着差异(p>0.05)。在所有情况下,eLMDMAA高于LMDHo治疗(p<0.01)。虽然发现eLMDHo-scout和LMDHo治疗之间存在显着相关性(r=0.43,p<0.01),eLMDMAA与LMDHo治疗无相关性(r=0.02,p=0.90)。
    结论:[166Ho]-scout剂量在预测LMD方面优于[99mTc]MAA,在[166Ho]-放射性栓塞。因此,[166Ho]-scout可能会限制不必要的患者排除,并避免有资格进行放射栓塞的患者不必要的治疗活动减少。
    背景:NCT01031784,2009年12月注册。NCT01612325,2012年6月注册。
    OBJECTIVE: Radiation pneumonitis is a serious complication of radioembolization. In holmium-166 ([166Ho]) radioembolization, the lung mean dose (LMD) can be estimated (eLMD) using a scout dose with either technetium-99 m-macroaggregated albumin ([99mTc]MAA) or [166Ho]-microspheres. The accuracy of eLMD based on [99mTc]MAA (eLMDMAA) was compared to eLMD based on [166Ho]-scout dose (eLMDHo-scout) in two prospective clinical studies.
    METHODS: Patients were included if they received both scout doses ([99mTc]MAA and [166Ho]-scout), had a posttreatment [166Ho]-SPECT/CT (gold standard) and were scanned on the same hybrid SPECT/CT system. The correlation between eLMDMAA/eLMDHo-scout and LMDHo-treatment was assessed by Spearman\'s rank correlation coefficient (r). Wilcoxon signed rank test was used to analyze paired data.
    RESULTS: Thirty-seven patients with unresectable liver metastases were included. During follow-up, none developed symptoms of radiation pneumonitis. Median eLMDMAA (1.53 Gy, range 0.09-21.33 Gy) was significantly higher than median LMDHo-treatment (0.00 Gy, range 0.00-1.20 Gy; p < 0.01). Median eLMDHo-scout (median 0.00 Gy, range 0.00-1.21 Gy) was not significantly different compared to LMDHo-treatment (p > 0.05). In all cases, eLMDMAA was higher than LMDHo-treatment (p < 0.01). While a significant correlation was found between eLMDHo-scout and LMDHo-treatment (r = 0.43, p < 0.01), there was no correlation between eLMDMAA and LMDHo-treatment (r = 0.02, p = 0.90).
    CONCLUSIONS: [166Ho]-scout dose is superior in predicting LMD over [99mTc]MAA, in [166Ho]-radioembolization. Consequently, [166Ho]-scout may limit unnecessary patient exclusions and avoid unnecessary therapeutic activity reductions in patients eligible for radioembolization.
    BACKGROUND: NCT01031784, registered December 2009. NCT01612325, registered June 2012.
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  • 文章类型: Observational Study
    背景:放化疗是局部晚期且不可切除的非小细胞肺癌(NSCLC)患者的关键治疗方法,由于放射性肺炎(RP)的发病率很高,因此尽早识别高危患者至关重要。内源性因素对RP的影响越来越受到重视。本研究旨在探讨基于计算机断层扫描(CT)的放射组学结合基因组学在分析不可切除的III期NSCLC中≥2级RP风险中的价值。
    方法:在这项回顾性多中心观察研究中,分析了100例接受放化疗治疗的不可切除的III期NSCLC患者。从放疗前的CT图像中提取整个肺的影像组学特征。使用最小绝对收缩和选择算子算法进行最佳特征选择,以计算预测等级≥2RP的Rad分数。从福尔马林固定的石蜡包埋的预处理活检组织中提取基因组DNA。进行了单变量和多变量逻辑回归分析,以确定RP模型开发的预测因子。接收器工作特征曲线下的面积用于评估模型的预测能力。使用DeLong检验对不同模型之间的曲线下面积值进行统计比较。校准曲线和决策曲线用于证明歧视性和临床获益比,分别。
    结果:Rad评分由9个放射学特征构建,以预测≥2级RP。多变量分析表明,组织学,Rad-score,XRCC1(rs25487)等位基因突变是与RP相关的独立高危因素。综合模型结合临床因素的曲线下面积,影像组学,和基因组学显著高于任何单一模型(0.827对0.594、0.738或0.641)。校准和决策曲线分析证实了列线图令人满意的临床可行性和实用性。
    结论:组织学,Rad-score,和XRCC1(rs25487)等位基因突变可以预测放化疗后局部晚期不可切除的NSCLC患者的≥2级RP,结合临床因素的综合模型,影像组学,和基因组学显示出最佳的预测功效。
    BACKGROUND: Chemoradiotherapy is a critical treatment for patients with locally advanced and unresectable non-small cell lung cancer (NSCLC), and it is essential to identify high-risk patients as early as possible owing to the high incidence of radiation pneumonitis (RP). Increasing attention is being paid to the effects of endogenous factors for RP. This study aimed to investigate the value of computed tomography (CT)-based radiomics combined with genomics in analyzing the risk of grade ≥ 2 RP in unresectable stage III NSCLC.
    METHODS: In this retrospective multi-center observational study, 100 patients with unresectable stage III NSCLC who were treated with chemoradiotherapy were analyzed. Radiomics features of the entire lung were extracted from pre-radiotherapy CT images. The least absolute shrinkage and selection operator algorithm was used for optimal feature selection to calculate the Rad-score for predicting grade ≥ 2 RP. Genomic DNA was extracted from formalin-fixed paraffin-embedded pretreatment biopsy tissues. Univariate and multivariate logistic regression analyses were performed to identify predictors of RP for model development. The area under the receiver operating characteristic curve was used to evaluate the predictive capacity of the model. Statistical comparisons of the area under the curve values between different models were performed using the DeLong test. Calibration and decision curves were used to demonstrate discriminatory and clinical benefit ratios, respectively.
    RESULTS: The Rad-score was constructed from nine radiomic features to predict grade ≥ 2 RP. Multivariate analysis demonstrated that histology, Rad-score, and XRCC1 (rs25487) allele mutation were independent high-risk factors correlated with RP. The area under the curve of the integrated model combining clinical factors, radiomics, and genomics was significantly higher than that of any single model (0.827 versus 0.594, 0.738, or 0.641). Calibration and decision curve analyses confirmed the satisfactory clinical feasibility and utility of the nomogram.
    CONCLUSIONS: Histology, Rad-score, and XRCC1 (rs25487) allele mutation could predict grade ≥ 2 RP in patients with locally advanced unresectable NSCLC after chemoradiotherapy, and the integrated model combining clinical factors, radiomics, and genomics demonstrated the best predictive efficacy.
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  • 文章类型: Journal Article
    PACIFIC试验为局部晚期肺癌患者提供了新的护理标准,但现实实践表明,免疫检查点抑制剂(ICI)肺炎可导致显著的临床并发症.这项研究旨在检查临床预测因子,结果,以及接受合并durvalumab的患者的医疗保健利用数据.使用艾伯塔省的免疫治疗数据库,在艾伯塔省接受durvalumab的NSCLC患者,加拿大,从2018年1月至2021年12月进行回顾性评估.我们检查了严重肺炎的发生率和预测值,使用探索性多变量分析的总生存期(OS)和治疗失败时间(TTF)。189名患者中,91%的患者为ECOG0-1,85%的患者在使用durvalumab之前有部分化疗缓解。未达到TTF和OS中位数;1年OS为82%。26%的人发展为任何级别的肺炎;9%的人患有≥3级肺炎。男性和预先存在的自身免疫性疾病与严重肺炎有关。V20与任何级别的肺炎相关。肺炎的发生是OS(p=0.038)和TTF(p=0.007)恶化的独立危险因素。我们的结果提示Durvalumab相关性肺炎的临床和剂量学预测因素。这些结果肯定了在真实世界的LA-NSCLC人群中仔细选择患者对于安全完成合并durvalumab的重要性。
    The PACIFIC trial led to a new standard of care for patients with locally advanced lung cancer, but real-world practice has demonstrated that immune checkpoint inhibitor (ICI) pneumonitis can lead to significant clinical complications. This study aimed to examine the clinical predictors, outcomes, and healthcare utilization data in patients who received consolidation durvalumab. Using the Alberta Immunotherapy Database, NSCLC patients who received durvalumab in Alberta, Canada, from January 2018 to December 2021 were retrospectively evaluated. We examined incidence and predictive values of severe pneumonitis, with overall survival (OS) and time-to-treatment failure (TTF) using exploratory multivariate analyses. Of 189 patients, 91% were ECOG 0-1 and 85% had a partial response from chemoradiation prior to durvalumab. Median TTF and OS were not reached; 1-year OS was 82%. An amount of 26% developed any grade of pneumonitis; 9% had ≥grade 3 pneumonitis. Male gender and a pre-existing autoimmune condition were associated with severe pneumonitis. V20 was associated with any grade of pneumonitis. Pneumonitis development was found to be an independent risk factor for worse OS (p = 0.038) and TTF (p = 0.007). Our results suggest clinical and dosimetric predictive factors of durvalumab-associated pneumonitis. These results affirm the importance of careful patient selection for safe completion of consolidation durvalumab in real-world LA-NSCLC population.
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  • 文章类型: Clinical Trial
    背景:放射性肺炎(RP)是乳腺癌辅助放疗后常见的副作用之一。正常肺照射剂量与RP有关。我们旨在提出一种基于深度学习(DL)模型的器官特征,并评估正常肺剂量与器官特征之间的相关性。
    方法:纳入4个中心经病理证实的浸润性乳腺癌保乳术后辅助放疗患者。从2019年到2020年,共筛查了来自中国四个全国性中心的230名患者,其中208人注册了DL建模,来自另外三个中心的22名患者组成了外部测试队列。内部测试队列的子集(n=42)形成用于相关性分析的内部相关性测试队列。扫描前用导线标记同侧乳房的轮廓。然后,开发了基于高分辨率网络的DL模型,以自动检测CT图像的每个切片中的引线标记,并应用内部模型分割同侧肺区域。距离误差的平均值和标准偏差,平均精度,和平均召回率被用来衡量引线标记检测模型的性能。基于这些DL模型结果,我们提出了一个器官特征,计算出建议的器官特征与接受20Gray(Gy)或更多(V20)的同侧肺容积之间的Pearson相关系数。
    结果:对于引线标记检测模型,距离误差的平均值和标准偏差,在内部测试队列和外部测试队列中,AP(5mm)和AR(5mm)分别达到3.415±4.529、0.860、0.883和4.189±8.390、0.848、0.830,分别。根据检测到的与同侧肺V20相关的标记物计算出的拟议器官特征(Pearson相关系数,0.542,内部相关性测试队列中p<0.001,外部测试队列中p=0.008的0.554)。
    结论:提出的基于人工智能的CT器官特征与浸润性乳腺癌患者保乳手术后辅助放疗的正常肺剂量相关。
    背景:NCT05609058(2022年8月11日)。
    BACKGROUND: Radiation pneumonitis (RP) is one of the common side effects after adjuvant radiotherapy in breast cancer. Irradiation dose to normal lung was related to RP. We aimed to propose an organ features based on deep learning (DL) model and to evaluate the correlation between normal lung dose and organ features.
    METHODS: Patients with pathology-confirmed invasive breast cancer treated with adjuvant radiotherapy following breast-conserving surgery in four centers were included. From 2019 to 2020, a total of 230 patients from four nationwide centers in China were screened, of whom 208 were enrolled for DL modeling, and 22 patients from another three centers formed the external testing cohort. The subset of the internal testing cohort (n = 42) formed the internal correlation testing cohort for correlation analysis. The outline of the ipsilateral breast was marked with a lead wire before the scanning. Then, a DL model based on the High-Resolution Net was developed to detect the lead wire marker in each slice of the CT images automatically, and an in-house model was applied to segment the ipsilateral lung region. The mean and standard deviation of the distance error, the average precision, and average recall were used to measure the performance of the lead wire marker detection model. Based on these DL model results, we proposed an organ feature, and the Pearson correlation coefficient was calculated between the proposed organ feature and ipsilateral lung volume receiving 20 Gray (Gy) or more (V20).
    RESULTS: For the lead wire marker detection model, the mean and standard deviation of the distance error, AP (5 mm) and AR (5 mm) reached 3.415 ± 4.529, 0.860, 0.883, and 4.189 ± 8.390, 0.848, 0.830 in the internal testing cohort and external testing cohort, respectively. The proposed organ feature calculated from the detected marker correlated with ipsilateral lung V20 (Pearson correlation coefficient, 0.542 with p < 0.001 in the internal correlation testing cohort and 0.554 with p = 0.008 in the external testing cohort).
    CONCLUSIONS: The proposed artificial Intelligence-based CT organ feature was correlated with normal lung dose in adjuvant radiotherapy following breast-conserving surgery in patients with invasive breast cancer.
    BACKGROUND: NCT05609058 (08/11/2022).
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