Métastases cérébrales

M é tastases c é r é brales
  • 文章类型: English Abstract
    背景:高达30%新诊断为晚期非小细胞肺癌(NSCLC)的患者存在脑转移。在没有致癌成瘾的情况下,一线免疫疗法,单独或与化疗联合使用,是目前的护理标准。这篇综述旨在综合有关这些患者的免疫治疗疗效的现有数据,并讨论其与放疗等局部治疗相协调的可能性。
    背景:伴有脑转移的NSCLC患者与无脑转移的NSCLC患者的免疫疗法相似,具有生存益处。然而,这一发现主要基于前瞻性研究,这些研究包括经过高度筛选的治疗前和稳定的脑转移患者.几项回顾性研究和两项前瞻性单臂研究证实了免疫治疗的颅内疗效,单独或联合化疗。
    结论:脑放疗的适应症和最佳时机仍是争论的话题。迄今为止,没有随机研究评估在一线免疫疗法中增加脑放疗.那就是说,最近的一项荟萃分析显示,放疗补充免疫治疗后,脑内反应增加.
    结论:对于伴有脑转移的NSCLC患者,现有数据表明,一线免疫疗法具有明显的益处,无论是单独或联合化疗。然而,这些数据大部分来自回顾性研究,小样本量的非随机研究。
    BACKGROUND: Up to 30% patients newly diagnosed with advanced non-small cell lung cancer (NSCLC) present with brain metastases. In the absence of oncogenic addiction, first-line immunotherapy, alone or in combination with chemotherapy, is the current standard of care. This review aims to synthesize the available data regarding the efficacy of immunotherapy in these patients, and to discuss the possibility of its being coordinated with local treatments such as radiotherapy.
    BACKGROUND: NSCLC patients with brain metastases appear to have survival benefits with immunotherapy similar to those of NSCLC patients without brain metastases. However, this finding is based on mainly prospective studies having included highly selected patients with pre-treated and stable brain metastases. Several retrospective studies and two prospective single-arm studies have confirmed the intracranial efficacy of immunotherapy, either alone or in combination with chemotherapy.
    CONCLUSIONS: The indications and optimal timing for cerebral radiotherapy remain subjects of debate. To date, there exists no randomized study assessing the addition of brain radiotherapy to first-line immunotherapy. That said, a recent meta-analysis showed increased intracerebral response when radiotherapy complemented immunotherapy.
    CONCLUSIONS: For NSCLC patients with brain metastases, the available data suggest a clear benefit of first-line immunotherapy, whether alone or combined with chemotherapy. However, most of these data are drawn from retrospective, non-randomized studies with small sample sizes.
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  • 文章类型: Journal Article
    姑息性放疗用于缓解癌症相关症状。然而,姑息性放疗的症状反应可能需要几周时间,这意味着患者需要存活足够长的时间才能获得真正的好处。肿瘤学家在评估晚期癌症患者的生存率时可以保持乐观,因此,一些接受姑息性放疗的患者在获得任何收益之前就死亡了。患者生存模型的准确性有限,特别是用于预测患者是否会在未来30天内死亡。专用快速通道姑息放疗诊所,对患者进行评估,在同一天模拟和治疗,减少患者访问放射肿瘤科的次数,从而减少患者的负担和成本。远程会诊和高级实践护士可以在专门的姑息放疗服务中提供快速获得姑息放疗方面发挥关键作用。如果符合条件的患者能够参加治疗,并且可能从症状缓解中受益,则应提供单次姑息性放疗。无论预期寿命如何。已经提出了技术和组织创新,以便通过在最近的诊断扫描仪或具有集成线性加速系统的磁共振成像扫描仪上执行剂量测定来免除计算机断层扫描扫描仪。立体定向身体放射治疗可以在疼痛性骨转移和良好预后的患者中设想更大,更持久的镇痛益处。Flash放疗仍处于临床前阶段。
    Palliative radiotherapy is used to alleviate cancer-related symptoms. Symptomatic responses to palliative radiotherapy may however take several weeks, meaning that patients need to survive long enough to derive a real benefit. Oncologists can be optimistic when estimating survival for patients with advanced cancer and as a consequence some patients receiving palliative radiotherapy die before experiencing any gain. Models of patient survival have limited accuracy, particularly for predicting whether patients will die within the next 30 days. Dedicated rapid access palliative radiotherapy clinics, in which patients are assessed, simulated and treated on the same day, reduce the number of patient visits to the radiation oncology department and hence the burden on the patient as well as costs. Teleconsultation and advanced practice nurses can play a crucial role in providing rapid access to palliative radiotherapy in a dedicated palliative radiotherapy service. Single-fraction palliative radiotherapy should be offered to eligible patients if they are able to attend treatment and could potentially benefit from symptom palliation, irrespective of predicted life expectancy. Technical and organizational innovations have been proposed in order to dispense with the computed tomography scanner by carrying out the dosimetry on a recent diagnostic scanner or a magnetic resonance imaging scanner with integrated linear acceleration system. Stereotactic body radiation therapy makes it possible to envisage greater and more lasting analgesic benefits in patients with painful bone metastasis and good prognosis. Flash radiotherapy remains at the preclinical stage.
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  • 文章类型: Journal Article
    目的:尽管在用免疫检查点治疗转移性黑色素瘤方面取得了重大进展,免疫检查点联合治疗和立体定向放射外科手术的最佳时机尚不清楚.我们已经报道了同时接受免疫检查点治疗和立体定向放射外科治疗的患者的毒性和效率结果。
    方法:从2014年1月至2016年12月,我们分析了62例表现为296例黑色素瘤脑转移的连续患者,接受伽玛刀治疗,并在SRS手术的12周内同时接受抗CTLA4或抗PD1免疫检查点治疗。中位随访时间为18个月(mo)(13-22)。最小中位剂量为18灰色(Gy),每个病变的中位体积为0.219cm3。
    结果:每次照射损伤的1年控制率为89%(CI95%:80.41-98.97)。27例患者(43.5%)在伽玛刀后中位时间为7.6个月(CI95%1.8-13.3)后发生远处脑转移。在多变量分析中,颅内肿瘤控制的阳性预测因素是:自免疫疗法开始后的伽玛刀手术前延迟超过2个月(P=0.003)和抗PD1的使用(P=0.006).中位总生存期(OS)为14个月(CI95%:11-NR)。总照射肿瘤体积<2.1cm3是总生存率的阳性预测因素(P=0.003)。10例患者(16.13%)在放疗后出现不良事件,四级≥3。所有级别毒性的预测因素是:女性(P=0.001)和以前的MAPK治疗(P=0.05)。
    结论:立体定向放射手术前长期免疫检查点治疗可能会改善颅内肿瘤控制,但这种关系及其理想时机需要在前瞻性试验中进行评估.
    OBJECTIVE: Despite significant advances that have been made in management of metastatic melanoma with immune checkpoint therapy, optimal timing of combination immune checkpoint therapy and stereotactic radiosurgery is unknown. We have reported toxicity and efficiency outcomes of patients treated with concurrent immune checkpoint therapy and stereotactic radiosurgery.
    METHODS: From January 2014 to December 2016, we analyzed 62 consecutive patients presenting 296 melanoma brain metastases, treated with gamma-knife and receiving concurrent immune checkpoint therapy with anti-CTLA4 or anti-PD1 within the 12 weeks of SRS procedure. Median follow-up time was 18 months (mo) (13-22). Minimal median dose delivered was 18 gray (Gy), with a median volume per lesion of 0.219 cm3.
    RESULTS: The 1-year control rate per irradiated lesion was 89% (CI 95%: 80.41-98.97). Twenty-seven patients (43.5%) developed distant brain metastases after a median time of 7.6 months (CI 95% 1.8-13.3) after gamma-knife. In multivariate analysis, positive predictive factors for intracranial tumor control were: delay since the initiation of immunotherapy exceeding 2 months before gamma-knife procedure (P=0.003) and use of anti-PD1 (P=0.006). Median overall survival (OS) was 14 months (CI 95%: 11-NR). Total irradiated tumor volume<2.1 cm3 was a positive predictive factor for overall survival (P=0.003). Ten patients (16.13%) had adverse events following irradiation, with four grade≥3. Predictive factors of all grade toxicity were: female gender (P=0.001) and previous treatment with MAPK (P=0.05).
    CONCLUSIONS: A long duration of immune checkpoint therapy before stereotactic radiosurgery might improve intracranial tumor control, but this relationship and its ideal timing need to be assessed in prospective trials.
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  • 文章类型: Journal Article
    目的:立体定向放疗(SRT)在脑转移瘤(BM)中被广泛应用,尤其是在寡转移酶中。当务之急是开发新的预后评分,以根据特定原发肿瘤的预后因素预测脑转移的总生存期(OS)。
    方法:共有一百九十七名患者参与训练队列,以制定新的预后评分来预测特定原发肿瘤的脑转移的总生存期(OS)。使用Cox回归模型证实了独立的预后因素。根据OS的临床预后因素,采用Cox比例风险模型进行评分。结果在另一个有56名参与者的队列中得到验证,以评估分数的表现。
    结果:一百九十七例329例脑转移患者接受了SRT。对于NSCLC,重要的预后因素是颅外转移,靶向治疗和脑转移瘤的数量。对于胃肠道癌症,重要的预后因素是靶向治疗和脑转移瘤的数量.
    结论:预后因子评分因组织学类型而异,可用于对选定的脑转移患者进行有效分层。
    OBJECTIVE: Stereotactic radiotherapy (SRT) was widely used in brain metastases (BM), especially in oligometastases. It is imperative to develop a new prognostic score to predict the overall survival (OS) of brain metastases based on prognostic factors for specific primary tumors.
    METHODS: One hundred and ninety-seven patients were involved in the training cohort to develop a new prognostic score to predict the overall survival (OS) of brain metastases for specific primary tumors. Independent prognostic factors were confirmed using a Cox regression model. The score was developed based on clinical prognostic factors of OS with Cox proportional hazards model. The result was validated in another cohort with 56 participants to evaluate the performance of the score.
    RESULTS: One hundred and ninety-seven patients with 329 brain metastases received SRT. For NSCLC, the significant prognostic factors were extracranial metastases, target therapy and number of brain metastases. For gastrointestinal cancer, the significant prognostic factors were target therapy and number of brain metastases.
    CONCLUSIONS: The prognostic factors scores were varied by the histologic types which can be used to efficiently stratify for selected patients with brain-metastasis.
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  • 文章类型: Review
    目的:本回顾性研究的目的是报告大分割立体定向放疗(HSRT)切除脑转移瘤(BM)后的结果。
    方法:我们回顾了2013年5月至2020年6月期间接受术后HSRT(3×7.7Gy至处方等剂量70%)治疗的BM切除患者的结果。本地控制(LC),远端脑控制(DBC),总生存期(OS),软脑膜疾病复发(LMDR),报告放射性坏死(RN)发生情况。
    结果:包括22例有23个脑腔的患者。Karnofsky绩效状态(KPS)≥70,占77.3%。术前中位直径为37mm[21.0-75.0],中位计划目标体积(PTV)为23cm3[9.9-61.6]。从手术到SRT的中位时间为69天[7-101],48%的患者在SRT前成像中局部复发。中位随访时间为17.5个月[1.6-95.9]。一年和两年的LC率分别为60.9%和52.2%。1年和2年DBC率分别为45.5%和40.9%。中位OS为16.5个月。随访期间有4例患者(18.2%)出现LMDR。6例患者发生RN(27.2%)。三个因素与OS相关:ECOG-PS(P=0.009),KPS(P=0.04),术前发生囊性转移(P=0.037)。几个因素与RN发生有关:PTV直径和体积,正常脑V21、V21和V24等剂量体积。
    结论:HSRT是用于手术后较大脑腔的最广泛使用的方案。最佳剂量和方案仍有待定义,以及术后SRT和手术之间的最佳延迟。可能需要增加剂量,尤其是在次全切除的情况下。
    OBJECTIVE: The aim of the present retrospective study was to report outcomes after hypofractionated stereotactic radiotherapy (HSRT) for resected brain metastases (BM).
    METHODS: We reviewed results of patients with resected BM treated with postoperative HSRT (3×7.7Gy to the prescription isodose 70%) between May 2013 and June 2020. Local control (LC), distant brain control (DBC), overall survival (OS), leptomeningeal disease relapse (LMDR), and radiation necrosis (RN) occurrence were reported.
    RESULTS: Twenty-two patients with 23 brain cavities were included. Karnofsky Performance status (KPS) was≥70 in 77.3%. Median preoperative diameter was 37mm [21.0-75.0] and median planning target volume (PTV) was 23 cm3 [9.9-61.6]. Median time from surgery to SRT was 69 days [7-101] and 48% of patients had a local relapse on pre-SRT imaging. Median follow-up was 17.5 months [1.6-95.9]. One and two-year LC rates were 60.9 and 52.2% respectively. One and 2-year DBC rates were 45.5 and 40.9%. Median OS was 16.5 months. Four patients (18.2%) presented LMDR during follow-up. RN occurred in 6 patients (27.2%). Three factors were associated with OS: ECOG-PS (P=0.009), KPS (P=0.04), cystic or solid nature of the metastasis before surgery (P=0.037). Several factors were related to RN occurrence: PTV diameter and volume, Normal brain V21, V21 and V24 isodoses volumes.
    CONCLUSIONS: HSRT is the most widely used scheme for larger brain cavities after surgery. The optimal dose and scheme remain to be defined as well as the optimal delay between postoperative SRT and surgery. Dose escalation may be necessary, especially in case of subtotal resection.
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  • 文章类型: Journal Article
    目的:10%至40%的癌症患者会发生一种或多种脑转移(BMs)。立体定向放射治疗(SRT)是用于治疗从头或复发性BM的治疗武器库的一部分。它的主要兴趣是延迟全脑放射治疗(WBRT),这可能会导致认知毒性。然而,SRT不能免除长期毒性,最广为人知的SRT是放射性坏死(RN)。这项研究的目的是分析每个BM和每个患者的RN发生率。
    方法:在2010年至2020年之间,回顾性分析了184例接受915例BMs治疗的患者的数据,这些患者通过2至6次SRT治疗局部或远处脑复发,而没有先前或并发的WBRT。对RN进行了随访MRI检查,并可能通过手术或核医学证实。对于每个BM和SRT会话计划,求和V12Gy,V14Gy,收集V21Gy和V23Gy等剂量。在第一个SRT的12Gy等剂量和随后的SRT的18Gy等剂量(V18-12Gy)之间产生交叉点的体积。
    结果:在随访结束时,23.0%的患者出现RN,6.3%的BM呈现RN。BM的中位随访时间为13.3个月(95CI18.3-20.8)。BM照射和RN之间的中位间隔为8.7个月(95%CI9.2-14.7)。Six-,每个BM的12个月和24个月无RN生存率为75%,54%和29%,分别。每位患者的中位无RN生存期为15.3个月(95%CI13.6-18.1)。在多变量分析中,每个BM的RN发生率与局部再照射(P<0.001)和SRT的数量(P<0.001)有统计学关联.在单变量分析中,每名患者的RN发生率与所有V18-12Gy的总和具有统计学相关性(P=0.02).在多变量分析中没有发现统计学关联。所有V18-12Gy的总和小于1.5ml与RN的14.6%风险相关,当所有V18-12Gy的总和优于1.5ml时,为35.6%。所有大于1.5ml的V18-12Gy的总和与RN的74%特异性和53%敏感性相关(P<0.001)。
    结论:基于这些结果,在局部或远处复发的重复SRT中,少量BMS显示RN。局部再照射是脑RN的最预测因素。在局部再照射的情况下V18-12Gy大于7.6ml或在邻近再照射中大于1.5ml是RN的预后因素。需要放射治疗的BM患者越多,它们在照射后存活的时间越长,他们个体发展RN的风险越高。
    OBJECTIVE: Between 10 and 40% of patients with cancer will develop one or more brain metastases (BMs). Stereotactic radiotherapy (SRT) is part of the therapeutic arsenal for the treatment of de novo or recurrent BM. Its main interest is to delay whole brain radiation therapy (WBRT), which may cause cognitive toxicity. However, SRT is not exempt from long-term toxicity, and the most widely known SRT is radionecrosis (RN). The objective of this study was to analyze the occurrence of RN per BM and per patient.
    METHODS: Between 2010 and 2020, data from 184 patients treated for 915 BMs by two to six SRT sessions for local or distant brain recurrence without previous or intercurrent WBRT were retrospectively reviewed. RN was examined on trimestral follow-up MRI and potentially confirmed by surgery or nuclear medicine. For each BM and SRT session plan, summation V12Gy, V14Gy, V21Gy and V23Gy isodoses were collected. Volumes of intersections were created between the 12Gy isodose at the first SRT and the 18Gy isodose of the following SRT (V18-12Gy).
    RESULTS: At the end of follow-up, 23.0% of patients presented RN, and 6.3% of BM presented RN. Median follow-up of BM was 13.3 months (95%CI 18.3-20.8). The median interval between BM irradiation and RN was 8.7 months (95% CI 9.2-14.7). Six-, 12- and 24-month RN-free survival rates per BM were 75%, 54% and 29%, respectively. The median RN-free survival per patient was 15.3 months (95% CI 13.6-18.1). In multivariate analysis, the occurrence of RN per BM was statistically associated with local reirradiation (P<0.001) and the number of SRTs (P<0.001). In univariate analysis, the occurrence of RN per patient was statistically associated with the sum of all V18-12Gy (P=0.02). No statistical association was found in multivariate analysis. A sum of all V18-12Gy of less than 1.5ml was associated with a 14.6% risk of RN, compared with 35.6% when the sum of all V18-12Gy was superior to 1.5ml. The sum of all V18-12Gy larger than 1.5ml was associated with a 74% specificity and 53% sensitivity of RN (P<0.001).
    CONCLUSIONS: Based on these results, a small number of BMs show RN during repeated SRT for local or distant recurrent BMs. Local reirradiation was the most predictive factor of brain RN. A V18-12Gy larger than 7.6ml in the case of local reirradiation or larger than 1.5ml in proximity reirradiation were prognostic factors of RN. The more BM patients need radiation therapy, and the longer they survive after irradiation, the higher their individual risk of developing RN.
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  • 文章类型: Case Reports
    Metastatic breast cancer is the second most common cause of brain metastasis (BM), and this problem is particularly marked for the amplified HER2 subtype (HER2+), with a cumulative incidence reaching up to 49 % in the ER-/HER2+ subgroup. Literature review shows that therapeutic progress has been major since the marketing of systemic anti-HER2+ treatments, with life expectancies now relatively unaffected by brain development. The recommended treatments are, on the one hand, specific treatment for brain development and, on the other hand, appropriate systemic treatment. Regarding local treatments, we will always favor surgery when possible, especially for large metastases, and stereotaxic radiotherapy, possibly iterative. One should be wary of whole brain irradiation which has never been shown to improve overall survival, but which is clearly associated with more cognitive toxicities. All the systemic anti-HER2 treatments currently on the market have shown efficacy on BM from HER2+ breast cancer and must therefore be chosen above all on the basis of their potential activity on the systemic disease at the time of cerebral evolution. If BM evolution happen without concomitant systemic progression, and local treatment can control it, it is not recommended to change the current medical treatment. Finally, randomized clinical studies opened to patients with active brain disease are starting to be published. The first of them showed the benefit of the triple combination tucatinib-trastuzumab-capecitabine in this context.
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  • 文章类型: Journal Article
    我们介绍了法国放射肿瘤学会关于放射治疗脑转移瘤的建议的更新。它是近年来发展起来的,并且变得更加复杂。随着患者预期寿命的增加和治疗的日益频繁,必须绝对避免副作用。必须特别预防认知副作用,必须系统地使用最现代的放射治疗技术。针对患者原发性肿瘤的新预后分类,成像和放射治疗技术的进步以及新的系统治疗策略,正在使治疗更加相关。立体定向放射疗法已取代全脑放射疗法,无论是转移灶的患者还是接受手术的患者。使用调强放射治疗可以保护海马。应该更清楚地证明其在认知功能方面的相关性,但对其使用的要求正在不断增加。基于原始性质的新的靶向癌症治疗疗法使放射治疗的地点和时机的概念变得复杂,多学科护理会议期间的讨论表明最佳序列正成为一个具有挑战性的问题,因为关于治疗之间相互作用的数据仍有待记录。最后,尽管针对的是处于姑息期的患者,脑转移瘤的管理是技术反思最具挑战性和治疗日益个性化的领域之一.
    We present the update of the recommendations of the French society for radiation oncology on radiation therapy for the management of brain metastases. It has evolved in recent years and has become more complex. As the life expectancy of patients has increased and retreatments have become more frequent, side effects must be absolutely avoided. Cognitive side effects must in particular be prevented, and the most modern radiation therapy techniques must be used systematically. New prognostic classifications specific to the primary tumour of patients, advances in imaging and radiation therapy technology and new systemic therapeutic strategies, are making treatment more relevant. Stereotactic radiation therapy has supplanted whole-brain radiation therapy both for patients with metastases in place and for those who underwent surgery. Hippocampus protection is possible with intensity-modulated radiation therapy. Its relevance in terms of cognitive functioning should be more clearly demonstrated but the requirement for its use is constantly increasing. New targeted cancer treatment therapies based on the nature of the primitive have complicated the notion of the place and timing of radiation therapy and the discussion during multidisciplinary care meeting to indicate the best sequences is becoming a challenging issue as data on the interaction between treatments remain to be documented. In the end, although aimed at patients in the palliative phase, the management of brain metastases is one of the locations for which technical reflection is the most challenging and treatment become increasingly personalized.
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  • 文章类型: Journal Article
    目的:大分割立体定向放疗(HFSRT)已成为脑转移(BM)数量有限的患者的标准治疗方法。越来越多的线性加速器(LA)能够准确执行HFSRT,包括VersaHD®(Elekta®)LA。这项研究的主要目的是报告在局部控制(LC)方面,在70%等剂量线上使用3×7.7Gy进行HFSRT治疗的BM的临床结果。
    方法:在2016年11月至2018年10月之间,回顾性纳入并评估了所有经组织学证实的原发性患者,其中一个或几个新诊断的BM接受HFSRT治疗。排除先前接受过神经外科手术或脑放射疗法治疗的患者。
    结果:在44例患者中,61个BM被处理。中位随访时间为31.9个月,6个月和12个月的LC率分别为93.2%和90.9。单BM是LC(P=0.025)和总生存期(P=0.013)的独立预测因素。急性毒性率是可以接受的:根据NCI-CTCAE(5.0版),65.9%的患者有1级和2级,没有急性3级毒性。关于延迟毒性,1例(2.3%)放射性坏死通过磁共振波谱证实。
    结论:在我们的单中心回顾性分析中,通过HFSRT分三个部分进行的BM治疗显示12个月的LC率为90.9%,无主要毒性,这表明了这种技术的安全性和效率。然而,仍需要长期随访和前瞻性研究来证实这些结果.
    OBJECTIVE: Hypofractionated stereotactic radiotherapy (HFSRT) has become a standard of care for patients with a limited number of brain metastases (BM). An increasing number of linear accelerators (LA) are able to accurately perform HFSRT including VersaHD® (Elekta®) LA. The main aim of this study was to report clinical outcomes of BM treated by HFSRT using 3×7.7Gy on 70% isodose line in terms of local control (LC).
    METHODS: Between November 2016 and October 2018, all patients suffering from histologically-proven primary with one or several newly diagnosed BM treated by HFSRT were retrospectively included and evaluated. Patients who had received prior treatment by neurosurgery or cerebral radiotherapy were excluded.
    RESULTS: Among 44 patients, 61 BM were treated. With a median follow-up of 31.9 months, LC rates at 6 and 12 months were 93.2% and 90.9, respectively. Single-BM was independently predictive of LC (P=0.025) and overall survival (P=0.013). Acute toxicity rates were acceptable: 65.9% of patients had grade 1 and 2 and no acute grade 3 toxicity according to the NCI-CTCAE (version 5.0). Regarding delayed toxicity, one case (2.3%) of radionecrosis was confirmed by magnetic resonance spectroscopy.
    CONCLUSIONS: In our single-centre retrospective analysis, BM treatment by HFSRT delivered in three fractions showed a 12-month LC rate of 90.9% without major toxicities, which suggests safety and efficiency of this technique. However, longer-term follow-up and prospective studies are still needed to confirm these results.
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  • 文章类型: Journal Article
    OBJECTIVE: Survival after whole brain radiation therapy (WBRT) in patients with multiple brain metastases (BM) is currently predicted by group-based scoring systems with limited usability for decision. We aimed to develop a more relevant individualized predictive model than Radiation Therapy Oncology Group - Recursive Partitioning Analysis (RTOG-RPA) and Diagnosis - Specific Graded Prognostic Assessment (DS-GPA) for patients with limited life-expectancy.
    METHODS: Based on a Discovery cohort of patients undergoing WBRT, multivariable piecewise Cox regression models with time cut-offs at 1 and 3 months were developed to predict overall survival (OS). A final parsimonious model was defined, and an external validation cohort was used to assess its discrimination and calibration at one, six, and 12 months.
    RESULTS: In the 173-patient Discovery cohort, the majority of patients had primary lung cancer (56%), presence of extracranial disease (ECD) (75%), Eastern Cooperative Oncolgy Group - Performance Status (ECOG-PS) score 1 (41%) and no intracranial hypertension (ICH) (74%). Most patients were classified as the RPA class II (48%). The final piecewise Cox model was based on primary site, age, ECD, ECOG-PS and ICH. An external validation of the model was carried out using a cohort of 79 patients. Individualized survival estimates obtained with this model outperformed the RPA and DS-GPA scores for overall survival prediction at 1-month, 6-months and 12- months in both Discovery and Validation cohorts. A R/Shiny web application was developed to obtain individualized predictions for new patients, providing an easy-to-use tool for clinicians and researchers.
    CONCLUSIONS: Our model provides individualized estimates of survival for poor prognosis patients undergoing WBRT, outperforming actual scoring systems.
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