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Inavolisib for PIK3CA-mutant non-small cell lung cancer: A case report 对pik3ca突变的非小细胞肺癌的不可溶性:1例报告
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1016/j.lungcan.2025.108890
Lei Cheng , Dongying Wang , Xueyan Zhang , Baohui Han , Hua Zhong , Wei Nie

Introduction

PIK3CA mutations are oncogenic drivers in 2–4% of non-small cell lung cancers (NSCLC), often co-occurring with other drivers and conferring therapeutic resistance. This report is unique in describing the efficacy of the novel, highly selective PI3Kα inhibitor inavolisib in two heavily pre-treated patients with PIK3CA-mutant NSCLC harboring divergent co-drivers (EGFR and KRAS).

Case presentation

We present a 71-year-old male with EGFR/PIK3CA-mutant adenocarcinoma and brain metastases, and a 54-year-old female with KRAS/PIK3CA-mutant squamous cell carcinoma. Both patients reported rapid symptomatic improvement (hoarseness and shoulder pain, respectively) within two weeks of initiating inavolisib.

Diagnosis, intervention, and outcomes

Both patients received oral inavolisib (6 mg daily). Follow-up imaging after one month revealed significant tumor reduction. Notably, regressing intrapulmonary lesions exhibited tumor cavitation, and the male patient demonstrated a marked regression of central nervous system (CNS) metastases. The treatment was well-tolerated, with only Grade 1 oral mucositis reported.

Conclusion

The primary take-away lesson is that selective PI3Kα inhibition with inavolisib can induce potent systemic and intracranial responses in PIK3CA-mutant NSCLC, regardless of the primary oncogenic co-driver. The observed tumor cavitation suggests a potential anti-angiogenic mechanism, warranting further investigation.
pik3ca突变是2-4%的非小细胞肺癌(NSCLC)的致癌驱动因素,通常与其他驱动因素共同发生,并赋予治疗耐药性。该报告独特地描述了新型高选择性PI3Kα抑制剂inavolisib在两例重度预处理的pik3ca突变NSCLC患者中具有不同的共同驱动因素(EGFR和KRAS)的疗效。病例介绍:我们报告一名71岁男性患者患有EGFR/ pik3ca突变腺癌和脑转移,一名54岁女性患者患有KRAS/ pik3ca突变鳞状细胞癌。两名患者均报告在开始注射注射后两周内症状迅速改善(分别为声音嘶哑和肩部疼痛)。诊断、干预和结果:两例患者均接受口服inavolisib(每日6mg)。1个月后随访影像显示肿瘤明显缩小。值得注意的是,肺内病变的消退表现为肿瘤空化,男性患者表现为中枢神经系统(CNS)转移的明显消退。治疗耐受性良好,只有1级口腔黏膜炎的报道。结论:在pik3ca突变的非小细胞肺癌中,使用inavolisib选择性抑制PI3Kα可以诱导有效的全身和颅内反应,而不管主要的致癌共同驱动因素是什么。观察到的肿瘤空化提示潜在的抗血管生成机制,值得进一步研究。
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引用次数: 0
Effect of treatment sequencing on outcome of patients with non-small cell lung cancer with a synchronous solitary extrathoracic metastasis 治疗顺序对非小细胞肺癌合并胸外同步孤立转移患者预后的影响。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2025-12-25 DOI: 10.1016/j.lungcan.2025.108889
Mandy Jongbloed , Ronald A.M. Damhuis , Wouter H. Van Geffen , Peter de Boer , Jarno W.J. Huijs , Safiye Dursun , Juliette Degens , Ben E.E.M. van den Borne , Magdolen Youssef-El Soud , Michelle Steens , Cordula Pitz , Dirk K.M. De Ruysscher , Lizza E.L. Hendriks
Currently, guidelines advise local radical treatment (LRT) to all disease sites in addition to systemic therapy in patients with synchronous oligometastatic non-small cell lung cancer (NSCLC). However, the best order of treatments is unknown. This advice is largely based on expert opinion and on studies without immune checkpoint inhibitors (ICI), while an ICI-based regimen is now standard of care first-line treatment for stage IV NSCLC without an actionable genetic alteration (AGA). We conducted a retrospective study to evaluate the order of treatments in patients with synchronous oligometastatic NSCLC without an AGA, with a single extrathoracic metastasis treated with an ICI-based regimen between 2018 and 2022. We evaluated upfront LRT to the metastasis followed by ICI and if indicated LRT to the local disease (Netherlands Cancer Registry: cohort 1, n = 225), and ICI followed by LRT to all disease sites if no progression (regional retrospective series: cohort 2, n = 33). The primary endpoint was overall survival (OS). The median OS for cohort 1 and cohort 2 were 26 and 25 months, respectively, and 3-year OS rates of 45 % and 44 %, respectively. In cohort 1, better survival was seen for those with brain metastasis, good performance status, non-squamous histology and high PD-L1 expression. In cohort 2, better survival was seen for younger age and non-squamous histology. In conclusion, both upfront and delayed LRT combined with an ICI-based treatment can result in long-term survival in this patient population, however the most optimal sequence has yet to determined.
目前,指南建议除对同步少转移性非小细胞肺癌(NSCLC)患者进行全身治疗外,对所有疾病部位进行局部根治性治疗(LRT)。然而,治疗的最佳顺序尚不清楚。该建议主要基于专家意见和无免疫检查点抑制剂(ICI)的研究,而基于ICI的方案现在是无可操作遗传改变(AGA)的IV期非小细胞肺癌的标准护理一线治疗。我们进行了一项回顾性研究,以评估2018年至2022年期间无AGA的同步少转移性非小细胞肺癌患者的治疗顺序,这些患者有单一的胸外转移,采用基于ci的方案治疗。我们评估了转移后再进行ICI的前期LRT,以及是否表明对局部疾病进行LRT(荷兰癌症登记处:队列1,n = 225),如果没有进展,ICI后再进行LRT到所有疾病部位(区域回顾性系列:队列2,n = 33)。主要终点是总生存期(OS)。队列1和队列2的中位生存期分别为26个月和25个月,3年生存期分别为45%和44%。在队列1中,脑转移、良好的运动状态、非鳞状组织和高PD-L1表达的患者生存率更高。在队列2中,较年轻和非鳞状组织的患者生存率较高。总之,在这一患者群体中,前期和延迟LRT联合基于ci的治疗都可以导致长期生存,但最佳的顺序尚未确定。
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引用次数: 0
Is sublobar resection a valid option for radiologically pure-solid clinical stage IA non-small cell lung cancer?: insights from real-world data and current status 肺叶下切除术是放射学纯实性临床IA期非小细胞肺癌的有效选择吗?:来自真实世界数据和当前状态的见解
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2025-12-23 DOI: 10.1016/j.lungcan.2025.108886
Dong Woog Yoon , Sumin Shin , Chu Hyun Kim , Yeong Jeong Jeon , Junghee Lee , Seong Yong Park , Yong Soo Choi , Jong Ho Cho , Hong Kwan Kim , Ho Yun Lee

Objectives

We aimed to evaluate the oncologic outcomes of sublobar resection (SLR) compared with lobectomy in patients with radiologically pure-solid stage IA non–small cell lung cancer (NSCLC).

Methods

We retrospectively reviewed 363 patients with clinical stage IA pure-solid NSCLC who underwent curative-intent resection between 2018 and 2020. Patients were divided into SLR (n = 60) and lobectomy (n = 303) groups. Kaplan–Meier analysis was used to estimate overall survival (OS) and recurrence-free survival (RFS), and Cox regression identified prognostic factors. Subgroup analyses were performed for stage IA2 and IA3 patients.

Results

In the overall cohort, the SLR group had significantly worse 5-year OS (75.5 % vs. 93.3 %, p < 0.01) and RFS (58.3 % vs. 77.4 %, p < 0.01) compared with lobectomy. In stage IA2, OS was comparable (87.2 % vs. 91.7 %, p = 0.1), but RFS was inferior after SLR (65.9 % vs. 81.2 %, p = 0.02). In stage IA3, both OS (54.3 % vs. 94.4 %, p < 0.01) and RFS (40.6 % vs. 74.9 %, p < 0.01) were markedly worse after SLR. Segmentectomy showed outcomes similar to lobectomy in IA2 but was inferior in IA3, whereas wedge resection was consistently associated with poor survival.

Conclusions

Lobectomy remains the standard surgical procedure for pure-solid stage IA NSCLC, particularly IA3 disease. Segmentectomy may be considered in carefully selected IA2 patients, while it is advisable to avoid wedge resection. These findings emphasize the importance of selecting the most appropriate patients for SLR and support the need for prospective validation.
目的:比较纯实体期IA期非小细胞肺癌(NSCLC)患者行叶下切除术(SLR)和叶下切除术的肿瘤预后。方法回顾性分析2018年至2020年363例临床期IA型纯实体非小细胞肺癌患者行治愈性切除术。患者分为单叶切除组(n = 60)和肺叶切除组(n = 303)。Kaplan-Meier分析用于估计总生存期(OS)和无复发生存期(RFS), Cox回归确定预后因素。对IA2期和IA3期患者进行亚组分析。结果在整个队列中,SLR组的5年OS (75.5% vs. 93.3%, p < 0.01)和RFS (58.3% vs. 77.4%, p < 0.01)明显低于肺叶切除术。在IA2期,OS相当(87.2% vs. 91.7%, p = 0.1),但SLR后RFS较差(65.9% vs. 81.2%, p = 0.02)。在IA3期,SLR后OS (54.3% vs. 94.4%, p < 0.01)和RFS (40.6% vs. 74.9%, p < 0.01)均明显恶化。在IA2中,节段切除术的结果与肺叶切除术相似,但在IA3中效果较差,而楔形切除术始终与较差的生存率相关。结论:对于纯固体期IA型非小细胞肺癌,尤其是IA3型非小细胞肺癌,手术切除仍是标准手术方法。在精心挑选的IA2患者中,可以考虑节段切除术,但建议避免楔形切除术。这些发现强调了选择最合适的单反患者的重要性,并支持前瞻性验证的必要性。
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引用次数: 0
Cost-effectiveness of adjuvant alectinib in the treatment of patients with resected stage IB-IIIA ALK-positive non-small lung cancer in France, based on the ALINA study 基于ALINA研究,辅助alectinib治疗法国IB-IIIA期alk阳性非小肺癌切除患者的成本-效果
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2025-12-23 DOI: 10.1016/j.lungcan.2025.108885
Romain Supiot , Alexandre Gherardi , Léopoldine du Manoir de Juaye , Olfa Doghri , Marine Sivignon , Michaël Duruisseaux , Christos Chouaid

Background and objective

Alectinib has demonstrated significant disease-free survival (DFS) benefits as adjuvant therapy for resected stage IB–IIIA ALK-positive non-small-cell lung cancer (NSCLC) in the ALINA study. This study aimed to assess the cost-effectiveness of introducing adjuvant alectinib into routine clinical practice in France compared with standard adjuvant platinum-based chemotherapy.

Methods

A cohort-based semi-Markov model was developed to simulate long-term health and economic outcomes for patients from the ALINA intention-to-treat population over a 40-year time horizon. Eight mutually exclusive health states were included, capturing DFS, non-metastatic recurrence, metastatic recurrence (first and second line), and death. Clinical inputs were sourced primarily from ALINA, while recurrence treatment patterns, cure assumptions, utilities, and costs reflected French clinical practice and French thoracic oncologists’ opinion. Costs (2024 euros) and outcomes were discounted following French HTA guidelines. Deterministic, probabilistic, and scenario analyses were conducted.

Results

Adjuvant alectinib would yield 17.6 life-years (LYs) and 15.4 quality-adjusted life-years (QALYs) per patient versus 12.4 LYs and 10.4 QALYs with chemotherapy, corresponding to incremental gains of 5.2 LYs and 5.0 QALYs. Total lifetime costs were estimated at €180,561 with alectinib and €237,011 with chemotherapy, resulting in a cost saving of €56,449. Higher upfront treatment costs with alectinib were offset by substantial reductions in recurrence-related expenditures. Across all deterministic, probabilistic, and scenario analyses, alectinib remained both more effective and less costly.

Conclusions

Adjuvant alectinib would provide substantial clinical benefits for patients with resected ALK-positive NSCLC and represent a dominant strategy over platinum-based chemotherapy in the French healthcare setting, improving outcomes while reducing overall costs.
背景和目的:在ALINA研究中,Alectinib作为IB-IIIA期alk阳性非小细胞肺癌(NSCLC)切除的辅助治疗显示出显著的无病生存(DFS)益处。本研究旨在评估在法国将辅助阿勒替尼引入常规临床实践与标准辅助铂基化疗的成本效益。方法:建立基于队列的半马尔可夫模型,模拟有意治疗的ALINA患者在40年时间范围内的长期健康和经济结果。包括8种相互排斥的健康状态,包括DFS、非转移性复发、转移性复发(一线和二线)和死亡。临床输入主要来自ALINA,而复发治疗模式、治愈假设、效用和成本反映了法国的临床实践和法国胸部肿瘤学家的意见。成本(2024欧元)和结果按照法国HTA的指导方针进行贴现。进行了确定性、概率和情景分析。结果:辅助alectinib将为每位患者带来17.6个生命年(LYs)和15.4个质量调整生命年(QALYs),而化疗为12.4个生命年和10.4个生命年,相应的增量收益为5.2个生命年和5.0个生命年。阿勒替尼的总生命周期成本估计为180,561欧元,化疗为237,011欧元,节省成本56,449欧元。阿勒替尼前期治疗费用的增加被复发相关支出的大幅减少所抵消。在所有的确定性、概率和情景分析中,alectinib仍然更有效,成本更低。结论:辅助alectinib将为切除的alk阳性非小细胞肺癌患者提供实质性的临床益处,并且在法国医疗保健机构中代表了以铂为基础的化疗的主导策略,改善了结果,同时降低了总体成本。
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引用次数: 0
Optimizing communication for ultrafast lung cancer biomarker testing: the UTOPIA pilot study 优化通信的超快速肺癌生物标志物检测:乌托邦试点研究。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2025-12-23 DOI: 10.1016/j.lungcan.2025.108887
Susana Hernandez , Esther Conde , Marta Alonso , Daniel Curto , Fatima Duran , Abigail Ast , Javier Torres-Jimenez , Helena Bote-de Cabo , Maria Zurera , Javier Baena , Jon Zugazagoitia , Ricardo Garcia-Lujan , Dolores Isla , Javier De Castro , Luis Paz-Ares , Fernando Lopez-Rios

Background

Non–small cell lung carcinoma (NSCLC) is a leading example of precision oncology, with a growing number of actionable targets. However, long turnaround times (TAT) for biomarker results can delay optimal treatment decisions. We evaluated whether a streamlined workflow could deliver comprehensive molecular reports within 72 h.

Methods

In this prospective cohort study (UTOPIA protocol), 96 patients with early-stage or advanced NSCLC at Hospital Universitario 12 de Octubre underwent molecular tumor board (MTB)-centered triage, automated NGS processing, and integrated data review. TAT was defined (in working days) from MTB triage to electronic report validation. Communication was supported by daily operational huddles and intralaboratory pre-MTB meetings using a standardized checklist.

Results

All 96 NGS reports met the 72-hour TAT target (100%). The NGS failure rate was 1%. Potentially actionable genomic alterations were identified in 45.8% of patients, most frequently EGFR (24%) and KRAS G12C (8.3%). Other targetable alterations included six ALK fusions (6.3%), four MET exon 14 skipping mutations (4.2%), two BRAF V600E mutations (2.1%), and one RET fusion (1%).

Conclusion

An ultrafast biomarker testing workflow for lung cancer, enabled by MTB-driven triage and structured team communication, can reliably generate comprehensive molecular reports within 72 h. This approach may reduce TAT-related treatment delays and support timely biomarker-guided therapy for patients with NSCLC.
背景:非小细胞肺癌(NSCLC)是精确肿瘤学的一个主要例子,具有越来越多的可操作靶点。然而,生物标志物结果的长周转时间(TAT)可能会延迟最佳治疗决策。我们评估了一个简化的工作流程是否可以在72小时内提供全面的分子报告。方法:在这项前瞻性队列研究(乌托邦方案)中,96名早期或晚期非小细胞肺癌患者于10月12日在Universitario医院接受了以分子肿瘤委员会(MTB)为中心的分诊、自动NGS处理和综合数据回顾。TAT定义(以工作日为单位)从结核分枝杆菌分类到电子报告验证。通过使用标准化清单的日常业务会议和实验室内部mtb前会议来支持沟通。结果:96例NGS报告均达到72小时TAT指标(100%)。NGS的失败率为1%。45.8%的患者发现了潜在的可操作的基因组改变,最常见的是EGFR(24%)和KRAS G12C(8.3%)。其他可靶向的改变包括6个ALK融合(6.3%),4个MET外显子14跳变突变(4.2%),2个BRAF V600E突变(2.1%)和1个RET融合(1%)。结论:通过mtb驱动的分类和结构化的团队沟通,一个超快速的肺癌生物标志物检测工作流程可以在72小时内可靠地生成全面的分子报告。这种方法可以减少与tat相关的治疗延误,并支持对非小细胞肺癌患者进行及时的生物标志物引导治疗。
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引用次数: 0
External evaluation of the Manchester score in a contemporary SCLC cohort 当代SCLC队列中曼彻斯特评分的外部评价。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2025-12-23 DOI: 10.1016/j.lungcan.2025.108884
Charlie Cunniffe , Matthew Sperrin , Gerard Walls , Fiona Blackhall , Gareth Price

Objectives

The Manchester Score, a prognostic model developed in 1987, was used to stratify patients with Small Cell Lung Cancer (SCLC) by mortality risk, including stage, performance status, and three blood tests as risk factors. Many tools have since been developed for this purpose, but few have seen clinical use, with lack of robust external validation frequently cited as a barrier. In this study we apply a robust and pragmatic external validation approach to the Manchester Score to understand if it remains valid in an unselected modern patient cohort.

Methods

SCLC patients treated in an academic centre between 2013 and 2022 (N = 1783) were included in the validation cohort. Discrimination was assessed using Kaplan-Meier curves, AUC, and Harrell’s C-index for the Manchester score and its underlying Cox model. Three levels of Cox model updating were used to address missing baseline hazard data: recalibration, recalibration with rescaling, and model refitting. Calibration was then evaluated with optimism adjustment at 6-, 12-, and 24-months post-diagnosis.

Results

The Manchester score shows good discrimination in the modern patient cohort. There is clear separation between risk groups in the Kaplan-Meier curves, with AUC = 0.75 and C-index = 0.68 for the Manchester Score and (AUC = 0.79, C-index = 0.70) for the underlying Cox model. Median survival in the ‘good’ prognostic group (meeting < 2/5 risk criteria) has increased compared to that from 1987. All model updating methods reported good calibration, with recalibration alone providing the best observed-to-expected ratio at 6 months (1.012 [0.978,1.045]).

Conclusion

The original Manchester Score prognostic groups remain discriminative of survival, and when updated can predict survival probability at multiple timepoints.
目的:曼彻斯特评分是1987年开发的一种预后模型,用于根据死亡风险对小细胞肺癌(SCLC)患者进行分层,包括分期、表现状态和三种血液检查作为危险因素。此后,为此目的开发了许多工具,但很少有临床应用,缺乏可靠的外部验证经常被认为是一个障碍。在这项研究中,我们应用了一个强大的和务实的外部验证方法来曼彻斯特评分,以了解它是否仍然有效,在一个未选择的现代患者队列。方法:将2013年至2022年间在某学术中心接受治疗的SCLC患者(N = 1783)纳入验证队列。使用Kaplan-Meier曲线、AUC和Harrell的曼彻斯特评分c指数及其基础Cox模型来评估歧视。三个级别的Cox模型更新被用来解决缺失的基线危险数据:重新校准、重新校准和重新调整模型。然后在诊断后6个月、12个月和24个月用乐观调整对校准进行评估。结果:曼彻斯特评分在现代患者队列中具有良好的辨别性。Kaplan-Meier曲线中风险组之间存在明显的分离,Manchester Score的AUC = 0.75, C-index = 0.68,基础Cox模型的AUC = 0.79, C-index = 0.70。结论:最初的曼彻斯特评分预后组仍然具有判别生存的能力,更新后可以预测多个时间点的生存概率。
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引用次数: 0
Tarlatamab in routine clinical care: How much safety is enough? 塔拉他单抗在常规临床护理中的应用:多少安全性才足够?
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2025-12-23 DOI: 10.1016/j.lungcan.2025.108888
Ernest Nadal , Jordi Bruna
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引用次数: 0
Locoregional therapies in advanced and recurrent pleural mesothelioma: A systematic review 晚期和复发胸膜间皮瘤的局部治疗:一项系统综述
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2025-12-17 DOI: 10.1016/j.lungcan.2025.108877
Paolo Ambrosini , Thierry Berghmans , Mario Occhipinti , Valérie Durieux , Paul Van Schil , Arnaud Scherpereel , Andrea Riccardo Filippi , Mariana Brandão

Background

Locoregional therapies, including radiotherapy, surgery and other ablative techniques, are occasionally used as strategies to manage oligorecurrent or oligoprogressive pleural mesothelioma. Yet, their real-world utilization, safety and efficacy remain poorly defined.

Methods

We conducted a systematic review in accordance with PRISMA guidelines. A search was conducted in MEDLINE, Scopus, Academic Search Premier and ProQuest Central up to June 2025 for retrospective and prospective studies of surgical cytoreduction, radiotherapy, or other local interventions in oligorecurrent or oligoprogressive pleural mesothelioma. Data on patient demographics, treatment protocols, local control (LC), progression-free survival (PFS), overall survival (OS) and toxicity were extracted and synthesized descriptively.

Results

A total of 22 studies, all retrospective, encompassing 234 patients, were included. Radiotherapy series (n = 142 patients) reported one-year LC rates ranging from 73.5 to 100 %, a median PFS of 5.1–8.0 months, a median OS of 26.9–38.0 months and grade 3–4 toxicities in ≤ 13 % of patients. Surgical series of oligorecurrences (n = 67 patients) demonstrated OS ranging from 14.5 to 44.6 months, with rare long-term survivors after distant resections. A single series of percutaneous cryoablation (n = 24 patients) achieved a 90.8 % local recurrence free-survival rate at one year with minimal toxicity; a single radiofrequency ablation case yielded a 24-month PFS.

Conclusions

Retrospective evidence suggests that locoregional interventions can achieve long-term local control and acceptable safety in selected pleural mesothelioma patients with oligorecurrent or oligoprogressive disease. Prospective trials are warranted to establish optimal patient selection and strategies integrating these approaches into standard care.
背景局部治疗,包括放疗、手术和其他消融技术,偶尔被用作治疗少复发或少进展胸膜间皮瘤的策略。然而,它们在现实世界中的应用、安全性和有效性仍不明确。方法按照PRISMA指南进行系统评价。截至2025年6月,MEDLINE、Scopus、Academic search Premier和ProQuest Central进行了一项关于手术细胞减少、放疗或其他局部干预治疗少复发或少进展胸膜间皮瘤的回顾性和前瞻性研究。提取并描述性地合成了患者人口统计学、治疗方案、局部控制(LC)、无进展生存(PFS)、总生存(OS)和毒性的数据。结果共纳入22项研究,均为回顾性研究,纳入234例患者。放疗系列(n = 142例)报告一年LC率为73.5%至100%,中位PFS为5.1-8.0个月,中位OS为26.9-38.0个月,≤13%的患者毒性为3-4级。手术系列的少复发(n = 67例)显示了14.5至44.6个月的OS,在远处切除后很少有长期存活。单一系列经皮冷冻消融(n = 24例)在一年内获得90.8%的局部无复发生存率,毒性最小;一个射频消融病例获得了24个月的PFS。结论回顾性证据表明,局部干预可以实现长期的局部控制和可接受的安全性,在选定的胸膜间皮瘤患者少复发或少进展。有必要进行前瞻性试验,以建立最佳的患者选择和策略,将这些方法整合到标准护理中。
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引用次数: 0
Neighborhood matters: Predicting lung cancer screening adherence with explainable AI 邻里关系:用可解释的人工智能预测肺癌筛查依从性。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2025-12-17 DOI: 10.1016/j.lungcan.2025.108882
Kun-Han Lu , Yi Xiao , Aamna Akhtar , Jazma Tapia , Calvin P. Tribby , Peter Vien , Naj Boucher , Termisha Pete , David M. Kadar , Viviana Rosales , Cherry Lee , WingYin Lau , Sophia Yueng , Jonjon Macalintal , Jiue-An Yang , Marta Jankowska , Chi Wah Wong , Loretta Erhunmwunsee

Background

This study builds a predictive model for lung cancer screening (LCS) adherence using social determinants of health (SDOH) data in high-risk populations. By identifying key factors influencing non-adherence, we seek to improve risk stratification for individuals less likely to complete annual LCS follow-up scans within 15-months.

Methods

We recruited 188 minoritized individuals meeting high-risk smoking pack year criteria who underwent their first low-dose computed tomography (LDCT) scan between 2017 and 2021 at four clinical centers in Los Angeles County. Participants completed an IRB-approved survey assessing demographics, tobacco use, social needs, discrimination, and lung cancer risk perception. Residential address at time of first LDCT was geocoded to match with neighborhood-level SDOH metrics. The data were split into training (N = 145) and testing cohorts (N = 43) by whether individuals received their initial LDCT by June 30, 2021. Electronic medical records were checked for LDCT follow-up within 15 months of initial LCS. Those who underwent the subsequent LDCT within 15 months of the initial LCS were considered adherent. We trained an XGBoost classifier with hyperparameter tuning and performed SHapley Additive exPlanations (SHAP) analysis to interpret model predictions.

Results

The cohort included 69 (37 %) Asian/Pacific Islander, 53 (28 %) Black/African American, and 49 (26 %) Hispanic/Latino participants. The LCS non-adherence rate was 66 %. The XGBoost classifier achieved an AUROC of 0.81 and AUPRC of 0.90, with prediction performance of accuracy = 0.79, recall = 0.78, specificity = 0.81, positive predictive value = 0.88, and negative predictive value = 0.68. SHAP analysis indicated that neighborhood-level SDOH factors, such as school proficiency and poverty levels, were more predictive of non-adherence than individual-level factors like smoking status.

Conclusions

This machine learning approach accurately predicted LCS non-adherence using individual- and neighborhood-level SDOH factors. These findings emphasize the relevance of community-level characteristics in informing LCS adherence interventions and may support the development of regionally tailored strategies to improve adherence in high-risk populations.
背景:本研究利用健康社会决定因素(SDOH)数据在高危人群中建立了肺癌筛查(LCS)依从性的预测模型。通过确定影响不依从性的关键因素,我们寻求改善不太可能在15个月内完成年度LCS随访扫描的个体的风险分层。方法:我们招募了188名符合高危吸烟包年标准的少数族裔个体,他们于2017年至2021年在洛杉矶县的四个临床中心接受了第一次低剂量计算机断层扫描(LDCT)扫描。参与者完成了一项irb批准的调查,评估人口统计学、烟草使用、社会需求、歧视和肺癌风险认知。第一次LDCT时的住宅地址进行地理编码,以匹配邻居级别的SDOH指标。根据个人是否在2021年6月30日之前接受了首次LDCT,将数据分为训练组(N = 145)和测试组(N = 43)。在初始LCS的15个月内检查LDCT随访的电子医疗记录。在初始LCS后15个月内接受后续LDCT的患者被认为是依从性的。我们用超参数调优训练了一个XGBoost分类器,并执行SHapley加性解释(SHAP)分析来解释模型预测。结果:该队列包括69名(37%)亚洲/太平洋岛民,53名(28%)黑人/非裔美国人,49名(26%)西班牙裔/拉丁裔参与者。LCS不遵守率为66%。XGBoost分类器AUROC为0.81,AUPRC为0.90,预测准确率为0.79,召回率为0.78,特异性为0.81,阳性预测值为0.88,阴性预测值为0.68。SHAP分析表明,社区水平的SDOH因素(如学校水平和贫困水平)比个人水平的因素(如吸烟状况)更能预测不依从性。结论:该机器学习方法使用个体和社区水平的SDOH因素准确预测LCS不依从性。这些研究结果强调了社区层面特征与LCS依从性干预措施的相关性,并可能支持制定适合区域的策略,以提高高风险人群的依从性。
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引用次数: 0
Neoadjuvant immunotherapy plus chemotherapy in locally advanced stage III NSCLC patients undergoing definitive chemo-radiotherapy---a real‑world multicenter retrospective study 新辅助免疫治疗加化疗在局部晚期III期NSCLC患者接受明确的化疗-放疗-一个真实世界的多中心回顾性研究
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2025-12-17 DOI: 10.1016/j.lungcan.2025.108883
Guoyin Li , Chaoyuan Liu , Pan Xi , Liangxue Hou , Yaoxiong Xia , YunXiang Qi , Wenyan Pan , Wei Bai , Xiaoyan Li , Hao Zhou , Pengyi Li , Zewen Song , Huiyun Zhao , Xuewen Liu

Background

The optimal integration of immunotherapy with definitive chemoradiotherapy (CRT) for unresectable stage III non-small cell lung cancer (NSCLC) remains an area of active investigation. While consolidation immunotherapy is standard, the efficacy and safety of a neoadjuvant approach are not yet established by phase III trials. This real-world study compares outcomes between neoadjuvant immuno-chemotherapy followed by CRT (NEO) and CRT followed by adjuvant immunotherapy (ADJ, the PACIFIC regimen).

Methods

In this multicenter retrospective analysis, we reviewed data from patients with stage III NSCLC who received radical thoracic radiotherapy and peri-radiotherapy immunotherapy between January 2020 and December 2023. Patients were classified into NEO (n = 321) or ADJ (n = 142) groups. Primary endpoints were progression-free survival (PFS) and overall survival (OS). Secondary endpoints included treatment patterns, recurrence modes, and incidence of pneumonitis. Propensity score matching (PSM) and robust statistical analyses were used to minimize confounding.

Results

The median PFS was significantly longer in the NEO group than in the ADJ group (25.0 months vs. 16.3 months; HR = 0.57, 95 % CI: 0.43–0.74; p < 0.001). Median OS was not reached (NR) in the NEO group compared to 41.1 months in the ADJ group (HR = 0.54, 95 % CI: 0.37–0.78; p = 0.001). The survival benefit for the NEO group remained consistent after PSM and multivariable adjustment. The objective response rate to neoadjuvant therapy was 68.4 %. Patterns of recurrence were similar between groups, with distant metastasis being the most common site of first progression. The incidence of grade ≥2 radiation pneumonitis was comparable (31.8 % NEO vs. 30.8 % ADJ, p = 0.925), though a non-significant trend towards higher grade ≥3 radiation pneumonitis was observed in the NEO group (14.0 % vs. 7.5 %, p = 0.071). Rates of checkpoint inhibitor pneumonitis were low and similar between groups.

Conclusion

In this large real-world cohort, a treatment sequence incorporating neoadjuvant immuno-chemotherapy prior to definitive CRT was associated with significantly improved PFS and OS compared to the standard adjuvant immunotherapy approach, without a definitive increase in severe pneumonitis. These findings support the further investigation of neoadjuvant immunotherapy strategies in phase III randomized trials for stage III NSCLC.
背景:对于不可切除的III期非小细胞肺癌(NSCLC),免疫治疗与放化疗(CRT)的最佳结合仍然是一个积极研究的领域。虽然巩固免疫治疗是标准的,但新辅助方法的有效性和安全性尚未通过III期试验确定。这项现实世界的研究比较了新辅助免疫化疗后CRT (NEO)和CRT后辅助免疫治疗(ADJ, PACIFIC方案)的结果。方法在这项多中心回顾性分析中,我们回顾了2020年1月至2023年12月期间接受根治性胸部放疗和放疗期免疫治疗的III期NSCLC患者的数据。患者分为NEO组(n = 321)和ADJ组(n = 142)。主要终点为无进展生存期(PFS)和总生存期(OS)。次要终点包括治疗方式、复发方式和肺炎发病率。倾向评分匹配(PSM)和稳健的统计分析,以尽量减少混淆。结果NEO组的中位PFS明显长于ADJ组(25.0个月比16.3个月;HR = 0.57, 95% CI: 0.43-0.74; p < 0.001)。NEO组未达到中位生存期(NR),而ADJ组为41.1个月(HR = 0.54, 95% CI: 0.37-0.78; p = 0.001)。经PSM和多变量调整后,NEO组的生存获益保持一致。新辅助治疗的客观有效率为68.4%。两组之间的复发模式相似,远处转移是最常见的首次进展部位。≥2级放射性肺炎的发生率相当(NEO组为31.8%,ADJ为30.8%,p = 0.925),但在NEO组中观察到更高级别≥3级放射性肺炎的无显著趋势(14.0%,p = 0.071)。检查点抑制剂肺炎的发生率在两组之间很低且相似。结论:在这个庞大的现实世界队列中,与标准辅助免疫治疗方法相比,在最终CRT之前结合新辅助免疫化疗的治疗序列与显著改善的PFS和OS相关,而没有明显增加严重肺炎的发生率。这些发现支持在III期非小细胞肺癌的III期随机试验中进一步研究新辅助免疫治疗策略。
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引用次数: 0
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Lung Cancer
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