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Machine Learning Models Using General and Tissue-Specific Feature Extractors for Accurate Subtyping of Biopsy Samples: Advancing Lung Cancer Diagnosis in Latin America 使用通用和组织特异性特征提取器的机器学习模型用于活检样本的准确分型:在拉丁美洲推进肺癌诊断
IF 3.5 Q2 ONCOLOGY Pub Date : 2025-09-18 DOI: 10.1016/j.jtocrr.2025.100906
Viviane Teixeira Loiola de Alencar MD, PhD candidate , Felipe Navarro Balbino Alves BSc, MSc , Guilherme de Souza Velozo BSc, MSc , Luiz Edmundo Lopes Mizutani BSc, MSc , Iusta Caminha MD, MSc, PhD candidate , Gabriel Barbosa Silva BSc in Biomedical Science , Vladmir Cláudio Cordeiro de Lima MD, PhD , Fábio Rocha Fernandes Távora MD, PhD

Introduction

Lung cancer is the leading cause of cancer-related deaths worldwide, with accurate histologic subtype classification critical for diagnosis and treatment planning. Diagnostic variability and resource disparities, particularly in underrepresented regions such as Latin America, pose substantial challenges. This study developed and evaluated novel artificial intelligence models trained on both global and Latin American pathology samples for subtype classification of hematoxylin and eosin (HE)–stained whole-slide images (WSIs).

Methods

Two DinoV2-based feature extractors, LungDino and OncoDino, trained on large data sets for task-specific and general pathology applications, were developed. The training data set consisted of 1308 HE-stained WSIs, including 412 adenocarcinomas, 323 squamous cell carcinomas, 41 small cell carcinomas, and 532 benign tissue samples, sourced from The Cancer Genome Atlas and an in-house Latin American data set. A ResNet model trained on ImageNet served as the baseline. Models were evaluated on 79 Latin American WSIs using receiver operating characteristic curves, and heatmaps were generated for tumor localization.

Results

The DinoV2-based models outperformed the ResNet baseline. LungDino achieved the highest overall performance, with area under the curves of 0.97 for adenocarcinoma and 0.96 for squamous cell carcinoma. OncoDino excelled in underrepresented categories, achieving an area under the curve of 0.99 for small cell carcinoma, demonstrating its generalizability. Both models generated interpretable heatmaps, with LungDino demonstrating precise tumor localization. In the subset of samples classified as poorly differentiated or undifferentiated in HE pathology reports, the DinoV2 models also maintained high classification performance.

Conclusion

These findings underscore the effectiveness of task-specific and general feature extractors in delivering accurate, explainable results and address a gap in artificial intelligence–driven histopathology advancements, paving the way for future clinical applications.
肺癌是全球癌症相关死亡的主要原因,准确的组织学亚型分类对诊断和治疗计划至关重要。诊断差异和资源差异,特别是在拉丁美洲等代表性不足的地区,构成了重大挑战。本研究开发并评估了对全球和拉丁美洲病理样本进行训练的新型人工智能模型,用于苏木精和伊红(HE)染色的全切片图像(WSIs)的亚型分类。方法开发了两个基于dinov2的特征提取器LungDino和OncoDino,它们经过了针对特定任务和一般病理应用的大数据集训练。训练数据集由1308个he染色的wsi组成,包括412个腺癌,323个鳞状细胞癌,41个小细胞癌和532个良性组织样本,来自癌症基因组图谱和内部拉丁美洲数据集。在ImageNet上训练的ResNet模型作为基线。使用受试者工作特征曲线对79个拉丁美洲wsi模型进行评估,并生成热图用于肿瘤定位。结果基于dinov2的模型优于ResNet基线。LungDino获得了最高的综合性能,腺癌和鳞状细胞癌的曲线下面积分别为0.97和0.96。OncoDino在代表性不足的类别中表现出色,在小细胞癌的曲线下面积为0.99,证明了其普遍性。两种模型都生成了可解释的热图,LungDino显示了精确的肿瘤定位。在HE病理报告中分类为低分化或未分化的样本子集中,DinoV2模型也保持了较高的分类性能。这些发现强调了特定任务和通用特征提取器在提供准确、可解释的结果方面的有效性,并解决了人工智能驱动的组织病理学进展的空白,为未来的临床应用铺平了道路。
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引用次数: 0
Risk Factors Associated With Incidence of Lung Cancer in Never-Smokers: A Systematic Review and Meta-Analysis 与不吸烟者肺癌发病率相关的危险因素:一项系统回顾和荟萃分析
IF 3.5 Q2 ONCOLOGY Pub Date : 2025-09-18 DOI: 10.1016/j.jtocrr.2025.100910
Sindhu Bhaarrati Naidu M.B.B.S. , Allegra Wisking BSc , Akul Karoshi BSc , Sarah Burdett MSc , Peter J. Godolphin PhD , Sanjay Popat PhD , OLIVE PPI Group, Sam M. Janes PhD , Neal Navani PhD

Objectives

Lung cancer is the leading cause of cancer mortality globally. Although often associated with smoking, up to 25% of cases worldwide and 50% in East Asia occur in “never-smokers.” There are currently no robust tools for predicting lung cancer in individuals who have never smoked (LCINS) for populations outside East Asia.
Together with a group of patient representatives, the authors of this study aimed to summarise risk factors for LCINS and quantify risk in different geographical regions.

Methods

This study was prospectively registered (PROSPERO-CRD42022379253). The systematic review and meta-analysis included studies published from 2017 and aimed to comprehensively investigate risk factors associated with LCINS incidence. Risk of bias was assessed using Newcastle-Ottawa Scale.

Results

A total of 6725 reports were identified and 54 studies were included, with multivariable analysis of 192 factors in 16 million never-smokers. No studies were assessed as having high risk of bias. Of the participants, 8,241,269 (51.0%) were from Western countries.
The meta-analysis found that female sex (adjusted hazard ratio [aHR] 1.28 [95% confidence interval or CI 1.12–1.47]), previous cancer (aHR 2.04 [1.95–2.13]), rheumatoid arthritis (aHR 1.41 [1.15–1.73]), passive smoking (aHR 1.30 [1.22–1.40]), PM10 (aHR 1.10 [1.09–1.11]), and PM2.5 (aHR 1.16 [1.03–1.30]) pollution were associated with LCINS. In planned subgroup analyses by region, LCINS was associated with family history of lung cancer in East Asian (aHR 1.56 [1.23–1.98]) but not Western countries (aHR 0.86 [0.35–2.11]).

Conclusion

We found key factors linked with LCINS, including female sex, rheumatoid arthritis, and pollution and, for the first time, quantified their association through meta-analyses of studies globally. This may be used to develop tools to detect LCINS earlier.
目的肺癌是全球癌症死亡的主要原因。虽然通常与吸烟有关,但全世界高达25%的病例和东亚50%的病例发生在“从不吸烟者”中。目前,在东亚以外的人群中,尚无可靠的工具预测从不吸烟个体(LCINS)的肺癌发病率。与一组患者代表一起,本研究的作者旨在总结LCINS的危险因素,并量化不同地理区域的风险。方法前瞻性注册(PROSPERO-CRD42022379253)。系统回顾和荟萃分析纳入了2017年发表的研究,旨在全面调查与LCINS发病率相关的危险因素。偏倚风险采用纽卡斯尔-渥太华量表进行评估。结果共发现6725份报告,纳入54项研究,对1600万不吸烟者的192个因素进行了多变量分析。没有研究被评估为具有高偏倚风险。其中,8241269人(51.0%)来自西方国家。荟萃分析发现,女性(校正风险比[aHR] 1.28[95%可信区间或CI 1.12-1.47])、既往癌症(aHR 2.04[1.95-2.13])、类风湿关节炎(aHR 1.41[1.15-1.73])、被动吸烟(aHR 1.30[1.22-1.40])、PM10 (aHR 1.10[1.09-1.11])和PM2.5 (aHR 1.16[1.03-1.30])污染与LCINS相关。在按地区划分的计划亚组分析中,东亚国家的LCINS与肺癌家族史相关(aHR为1.56[1.23-1.98]),但与西方国家无关(aHR为0.86[0.35-2.11])。我们发现了与LCINS相关的关键因素,包括女性性别、类风湿关节炎和污染,并首次通过对全球研究的荟萃分析量化了它们之间的关联。这可以用于开发早期检测LCINS的工具。
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引用次数: 0
Crizotinib in Patients With ROS1-Positive NSCLC With or Without Brain Metastases: Post Hoc Analysis of Phase II METROS Trial 克唑替尼治疗伴有或不伴有脑转移的ros1阳性NSCLC患者:II期METROS试验的事后分析
IF 3.5 Q2 ONCOLOGY Pub Date : 2025-09-17 DOI: 10.1016/j.jtocrr.2025.100909
Lorenza Landi MD , Rita Chiari MD , Marcello Tiseo MD, PhD , Giulio Metro MD , Filippo de Marinis MD , Angelo Delmonte MD , Silvia Novello MD , Diego Luigi Cortinovis MD , Domenico Galetta MD , Laura Bonanno MD , Cesare Gridelli MD , Alessandro Morabito MD , Francesco Grossi MD , Andrea Torchia MD , Diana Giannarelli PhD , Gloria Borra MD , Francesca Mazzoni MD , Sara Pilotto MD , Federico Cappuzzo MD

Introduction

Crizotinib, the first approved targeted therapy for ALK-positive advanced NSCLC, is also indicated for ROS1-rearranged NSCLC. This post hoc analysis of the phase II METROS trial explores long-term survival outcomes with crizotinib, focusing on the impact of baseline brain metastases (BM).

Methods

This post hoc analysis of the METROS study assessed survival outcomes in patients with ROS1-rearranged NSCLC, evaluating progression-free survival (PFS), overall survival (OS), and the incidence and severity of adverse events, both in the overall cohort and by baseline BM status.

Results

Among 64 patients with ROS1-positive NSCLC with a median follow-up of 54.4 months, median PFS and OS were 13.8 months (95% CI: 7.4–20.2) and 40.5 months (95% CI: 27.9–53.1), respectively. Patients with BM (N = 17) had significantly shorter PFS (6.8 versus 17.4 mo) and OS (16.4 versus 42.8 mo) than those without BM. The safety profile of crizotinib remained consistent with previous reports, with most adverse events being grade 1 or 2 and no new safety concerns identified.

Conclusion

This analysis supports the efficacy of crizotinib in patients with advanced NSCLC and ROS1 rearrangements, although its activity in patients with BM remains limited, highlighting the need for brain-penetrant tyrosine kinase inhibitors to improve outcomes in this patient group.
crizotinib是首个被批准用于alk阳性晚期NSCLC的靶向治疗药物,也适用于ros1重排NSCLC。这项对II期METROS试验的事后分析探讨了克里唑替尼的长期生存结果,重点关注基线脑转移(BM)的影响。方法:对METROS研究的事后分析评估了ros1重排NSCLC患者的生存结果,评估了总体队列和基线BM状态的无进展生存期(PFS)、总生存期(OS)以及不良事件的发生率和严重程度。结果64例ros1阳性NSCLC患者中位随访时间为54.4个月,中位PFS和OS分别为13.8个月(95% CI: 7.4-20.2)和40.5个月(95% CI: 27.9-53.1)。BM患者(N = 17)的PFS(6.8个月对17.4个月)和OS(16.4个月对42.8个月)明显短于无BM患者。克唑替尼的安全性与之前的报告一致,大多数不良事件为1级或2级,没有发现新的安全性问题。结论该分析支持克唑替尼对晚期NSCLC和ROS1重排患者的疗效,尽管其在BM患者中的活性仍然有限,强调需要脑渗透酪氨酸激酶抑制剂来改善该患者组的预后。
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引用次数: 0
Provider Behavioral Determinants and Preferences for Lung Cancer Screening Implementation: A Brief Report 提供者行为决定因素和肺癌筛查实施的偏好:简要报告
IF 3.5 Q2 ONCOLOGY Pub Date : 2025-09-17 DOI: 10.1016/j.jtocrr.2025.100905
Jennifer A. Lewis MD, MS, MPH , Lauren R. Samuels PhD , Lucy B. Spalluto MD, MPH , Christopher Lindsell PhD , Claudia I. Henschke PhD, MD , David F. Yankelevitz MD , Carol Callaway-Lane DNP, ACNP-BC , Robert S. Dittus MD, MPH , Hilary A. Tindle MD, MPH , Renda Soylemez Wiener MD, MPH , Christopher G. Slatore MD, MS , Drew Moghanaki MD, MPH , Carolyn M. Audet PhD , Christianne L. Roumie MD, MPH

Introduction

Implementation of lung cancer screening is suboptimal. Understanding health care provider preferences and behavior is important for implementation. In this work, provider preferences for lung cancer screening implementation and self-reported determinants of lung cancer screening behavior were reported using the theoretical domains framework.

Methods

In this mixed-methods evaluation, health care providers at nine Veterans Affairs were surveyed to list factors influencing their decision to screen patients for lung cancer in free-text responses and rank implementation strategies by usefulness in clinical practice. Free-text data were coded and mapped to the theoretical domains framework. Quantitative ranking data were descriptively analyzed overall and by specialty (primary care versus radiology), clinic setting (hospital versus community), and provider type (physician versus advanced practice provider).

Results

Of 234/254 eligible providers analyzed, most were primary care (83.8%), community-based (52.1%), and physicians (66.2%). Respondents identified social influences (69.2%), knowledge (55.6%), and environmental context and resources (15.4%) as influential behavioral determinants. Overall, patient reminders (29.9%), provider reminders (26.1%), and learning collaboratives (24.4%) were reported most frequently as useful implementation strategies. Strategy preferences differed by specialty, practice setting, and provider type: primary care (30.1%), physician (34.2%), and hospital-based (33.0%) providers most frequently ranked patient reminders; radiology providers most frequently ranked learning collaborative (42.1%); advanced practice providers (24.1%) and community-based providers (27.0%) most frequently ranked provider reminders as most useful.

Conclusions

Designing implementation strategies that target three behavioral determinants (social influences, knowledge, and environmental context and resources) and are tailored to providers’ preferences may effectively change providers’ lung cancer screening behavior.
肺癌筛查的实施并不理想。了解卫生保健提供者的偏好和行为对实施很重要。在这项工作中,使用理论域框架报告了提供者对肺癌筛查实施的偏好和肺癌筛查行为的自我报告决定因素。方法在这项混合方法评估中,对9家退伍军人事务部的卫生保健提供者进行了调查,列出了影响他们决定在自由文本回复中筛查肺癌患者的因素,并根据临床实践中的有用性对实施策略进行了排名。对自由文本数据进行编码并映射到理论域框架。定量排名数据被描述性地整体分析,并按专业(初级保健与放射学)、诊所环境(医院与社区)和提供者类型(医生与高级执业提供者)进行分析。结果在分析的234/254名符合条件的医疗服务提供者中,以初级保健(83.8%)、社区(52.1%)和医生(66.2%)居多。受访者认为社会影响(69.2%)、知识(55.6%)、环境背景和资源(15.4%)是有影响的行为决定因素。总体而言,患者提醒(29.9%)、提供者提醒(26.1%)和学习协作(24.4%)被报道为最常用的实施策略。策略偏好因专业、实践环境和提供者类型而异:初级保健(30.1%)、医生(34.2%)和医院(33.0%)提供者最常对患者提醒进行排名;放射科医生最常被评为协作学习(42.1%);高级执业医生(24.1%)和社区医生(27.0%)最常将医生提醒列为最有用的。结论针对三个行为决定因素(社会影响、知识、环境背景和资源)设计实施策略,并根据提供者的偏好量身定制,可以有效改变提供者的肺癌筛查行为。
{"title":"Provider Behavioral Determinants and Preferences for Lung Cancer Screening Implementation: A Brief Report","authors":"Jennifer A. Lewis MD, MS, MPH ,&nbsp;Lauren R. Samuels PhD ,&nbsp;Lucy B. Spalluto MD, MPH ,&nbsp;Christopher Lindsell PhD ,&nbsp;Claudia I. Henschke PhD, MD ,&nbsp;David F. Yankelevitz MD ,&nbsp;Carol Callaway-Lane DNP, ACNP-BC ,&nbsp;Robert S. Dittus MD, MPH ,&nbsp;Hilary A. Tindle MD, MPH ,&nbsp;Renda Soylemez Wiener MD, MPH ,&nbsp;Christopher G. Slatore MD, MS ,&nbsp;Drew Moghanaki MD, MPH ,&nbsp;Carolyn M. Audet PhD ,&nbsp;Christianne L. Roumie MD, MPH","doi":"10.1016/j.jtocrr.2025.100905","DOIUrl":"10.1016/j.jtocrr.2025.100905","url":null,"abstract":"<div><h3>Introduction</h3><div>Implementation of lung cancer screening is suboptimal. Understanding health care provider preferences and behavior is important for implementation. In this work, provider preferences for lung cancer screening implementation and self-reported determinants of lung cancer screening behavior were reported using the theoretical domains framework.</div></div><div><h3>Methods</h3><div>In this mixed-methods evaluation, health care providers at nine Veterans Affairs were surveyed to list factors influencing their decision to screen patients for lung cancer in free-text responses and rank implementation strategies by usefulness in clinical practice. Free-text data were coded and mapped to the theoretical domains framework. Quantitative ranking data were descriptively analyzed overall and by specialty (primary care versus radiology), clinic setting (hospital versus community), and provider type (physician versus advanced practice provider).</div></div><div><h3>Results</h3><div>Of 234/254 eligible providers analyzed, most were primary care (83.8%), community-based (52.1%), and physicians (66.2%). Respondents identified social influences (69.2%), knowledge (55.6%), and environmental context and resources (15.4%) as influential behavioral determinants. Overall, patient reminders (29.9%), provider reminders (26.1%), and learning collaboratives (24.4%) were reported most frequently as useful implementation strategies. Strategy preferences differed by specialty, practice setting, and provider type: primary care (30.1%), physician (34.2%), and hospital-based (33.0%) providers most frequently ranked patient reminders; radiology providers most frequently ranked learning collaborative (42.1%); advanced practice providers (24.1%) and community-based providers (27.0%) most frequently ranked provider reminders as most useful.</div></div><div><h3>Conclusions</h3><div>Designing implementation strategies that target three behavioral determinants (social influences, knowledge, and environmental context and resources) and are tailored to providers’ preferences may effectively change providers’ lung cancer screening behavior.</div></div>","PeriodicalId":17675,"journal":{"name":"JTO Clinical and Research Reports","volume":"6 11","pages":"Article 100905"},"PeriodicalIF":3.5,"publicationDate":"2025-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145271074","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Brief Report: Relationship Between Tumor Volume and Clinical Outcomes in Relapsed SCLC 摘要报告:复发小细胞肺癌肿瘤体积与临床预后的关系
IF 3.5 Q2 ONCOLOGY Pub Date : 2025-09-17 DOI: 10.1016/j.jtocrr.2025.100904
Matthew Lu MD , Hayden Byrd MD , Heidi Chen PhD , Wade Iams MD

Introduction

For patients with limited-stage SCLC (LS-SCLC), tumor burden is a predictor of clinical outcomes, but there are no known data exploring whether tumor burden is a predictor of clinical outcomes in relapsed SCLC.

Methods

In this retrospective correlative study analyzing a cohort of 93 patients with relapsed SCLC, total body tumor volume at time of relapse (TV), progression-free survival (PFS), and overall survival (OS) were calculated and a Cox proportional hazards model was used to evaluate the relationship between TV and PFS and OS.

Results

A total of 93 patients with relapsed SCLC were analyzed, of whom 70% initially had extensive-stage SCLC (ES-SCLC) and 30% initially had LS-SCLC. Eastern Cooperative Oncology Group performance status and receipt of second-line therapy were significantly associated with OS in a linear fashion (p = 0.002 and p = 0.0457, respectively). TV was significantly associated with OS in a nonlinear fashion, even when controlling for Eastern Cooperative Oncology Group performance status, response to initial therapy, chemotherapy-free interval, and receipt of second-line therapy (p = 0.0031).

Conclusions

TV was observed to be a predictor of OS in patients with relapsed SCLC. Further studies are needed to evaluate whether initiation of standard systemic therapy at lower TV is able to consistently improve PFS and OS in relapsed SCLC.
对于有限期SCLC (LS-SCLC)患者,肿瘤负荷是临床预后的一个预测因素,但目前还没有已知的数据探讨肿瘤负荷是否是复发SCLC临床预后的一个预测因素。方法对93例SCLC复发患者进行回顾性相关研究,计算复发时全身肿瘤体积(TV)、无进展生存期(PFS)和总生存期(OS),并采用Cox比例风险模型评价TV与PFS和OS的关系。结果共分析93例SCLC复发患者,其中70%初始为广泛期SCLC (ES-SCLC), 30%初始为LS-SCLC。东部肿瘤合作组的表现状态和接受二线治疗与OS呈显著线性相关(p = 0.002和p = 0.0457)。即使在控制东部肿瘤合作组的表现状态、对初始治疗的反应、无化疗间隔和接受二线治疗时,TV也以非线性方式与OS显著相关(p = 0.0031)。结论stv可作为SCLC复发患者OS的预测因子。需要进一步的研究来评估在低TV下开始标准的全身治疗是否能够持续改善复发SCLC的PFS和OS。
{"title":"Brief Report: Relationship Between Tumor Volume and Clinical Outcomes in Relapsed SCLC","authors":"Matthew Lu MD ,&nbsp;Hayden Byrd MD ,&nbsp;Heidi Chen PhD ,&nbsp;Wade Iams MD","doi":"10.1016/j.jtocrr.2025.100904","DOIUrl":"10.1016/j.jtocrr.2025.100904","url":null,"abstract":"<div><h3>Introduction</h3><div>For patients with limited-stage SCLC (LS-SCLC), tumor burden is a predictor of clinical outcomes, but there are no known data exploring whether tumor burden is a predictor of clinical outcomes in relapsed SCLC.</div></div><div><h3>Methods</h3><div>In this retrospective correlative study analyzing a cohort of 93 patients with relapsed SCLC, total body tumor volume at time of relapse (TV), progression-free survival (PFS), and overall survival (OS) were calculated and a Cox proportional hazards model was used to evaluate the relationship between TV and PFS and OS.</div></div><div><h3>Results</h3><div>A total of 93 patients with relapsed SCLC were analyzed, of whom 70% initially had extensive-stage SCLC (ES-SCLC) and 30% initially had LS-SCLC. Eastern Cooperative Oncology Group performance status and receipt of second-line therapy were significantly associated with OS in a linear fashion (<em>p</em> = 0.002 and <em>p</em> = 0.0457, respectively). TV was significantly associated with OS in a nonlinear fashion, even when controlling for Eastern Cooperative Oncology Group performance status, response to initial therapy, chemotherapy-free interval, and receipt of second-line therapy (<em>p</em> = 0.0031).</div></div><div><h3>Conclusions</h3><div>TV was observed to be a predictor of OS in patients with relapsed SCLC. Further studies are needed to evaluate whether initiation of standard systemic therapy at lower TV is able to consistently improve PFS and OS in relapsed SCLC.</div></div>","PeriodicalId":17675,"journal":{"name":"JTO Clinical and Research Reports","volume":"6 12","pages":"Article 100904"},"PeriodicalIF":3.5,"publicationDate":"2025-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145420052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lobectomy Induces Exercise-Induced Pulmonary Hypertension and Effort Intolerance Compared With Sublobar Resection 与叶下切除术相比,肺叶切除术可诱导运动性肺动脉高压和努力耐受
IF 3.5 Q2 ONCOLOGY Pub Date : 2025-09-12 DOI: 10.1016/j.jtocrr.2025.100903
Atsushi Kamigaichi MD , Yasuhiro Tsutani MD, PhD , Akane Tsuchiya MD , Hiroto Utsunomiya MD, PhD , Yoshihiro Miyata MD, PhD , Takahiro Mimae MD, PhD , Norifumi Tsubokawa MD, PhD , Yukiko Nakano MD, PhD , Morihito Okada MD, PhD

Introduction

The rationale underlying the benefits of the parenchyma-preserving nature of sublobar resection (SR) compared with lobectomy remains unclear. This study aimed to assess postoperative changes in cardiopulmonary function after lobectomy and SR using exercise stress testing.

Methods

This prospective, observational study enrolled patients scheduled for lobectomy or SR. Changes in cardiopulmonary function at 6 months postoperatively were evaluated using exercise stress echocardiography and cardiopulmonary exercise tests.

Results

Initially, 41 patients were enrolled, with 20 patients in the lobectomy group and 18 patients in the SR group (16 segmentectomies, two wedge resections) after excluding three ineligible patients. Preoperatively, all patients demonstrated well-preserved cardiopulmonary function. The systolic pulmonary artery pressure (SPAP) change at peak exercise was significantly higher for lobectomy (median 26.5%; interquartile range [IQR] 0.6–60.1) than for SR (median −8.2%; IQR −38.7–11.7; p = 0.001), despite nonsignificant differences at rest (p = 0.599). Postoperative exercise-induced pulmonary hypertension (exPH) occurred in nine patients (45%) in the lobectomy group but none in the SR group (0%, p = 0.010). Postoperative peak oxygen consumption during exercise decreased significantly in the lobectomy group (median −14.3%; IQR −24.0 to −4.2) compared with that in the SR group (median −7.8%; IQR −13.5–8.7; p = 0.024). The postoperative increase in SPAP at peak exercise (r = 0.402, p = 0.012), prevalence of postoperative exPH (r = 0.978, p = 0.004), and postoperative decrease in peak oxygen consumption (r = −0.330; p = 0.041) were correlated with the number of resected segments.

Conclusions

Lobectomy induces increased SPAP during exercise, exPH, and effort intolerance, compared with SR. This highlights the importance of preserving lung parenchyma in lung surgery.

Clinical Trial Registration

This trial is registered in the UMIN Clinical Trials Registry under the code UMIN000053694.
与肺叶切除术相比,叶下切除术(SR)保留实质的好处的基本原理尚不清楚。本研究旨在通过运动应激试验评估肺叶切除术和SR术后心肺功能的变化。方法:本前瞻性观察性研究纳入了计划行肺叶切除术或手术后6个月心肺功能变化的患者,采用运动应激超声心动图和心肺运动试验进行评估。结果最初纳入41例患者,其中肺叶切除术组20例,SR组18例(16节段切除术,2例楔形切除术),排除了3例不符合条件的患者。术前,所有患者均表现出良好的心肺功能。肺叶切除术患者在运动高峰时的肺动脉收缩压(SPAP)变化(中位数26.5%;四分位间距[IQR] 0.6-60.1)显著高于SR组(中位数- 8.2%;IQR - 38.7-11.7; p = 0.001),尽管静止时差异不显著(p = 0.599)。肺叶切除术组有9例(45%)患者出现术后运动性肺动脉高压(exPH), SR组无一例(0%,p = 0.010)。肺叶切除术组术后运动时峰值耗氧量明显低于SR组(中位数为- 7.8%,IQR为- 13.5-8.7,p = 0.024)(中位数为- 14.3%,IQR为- 24.0 - - 4.2)。术后运动峰值SPAP升高(r = 0.402, p = 0.012)、术后exPH发生率(r = 0.978, p = 0.004)、术后峰值耗氧量下降(r = - 0.330, p = 0.041)与切除节段数相关。结论与手术相比,手术切除可导致运动时SPAP、exPH和力耐受增加,这突出了在肺手术中保留肺实质的重要性。临床试验注册本试验在UMIN临床试验注册中心注册,代码为UMIN000053694。
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引用次数: 0
Long-term Survival Analysis From PERLA, A Phase II Randomized Trial of Dostarlimab With Chemotherapy Versus Pembrolizumab With Chemotherapy in Metastatic Nonsquamous NSCLC 来自PERLA的长期生存分析,一项多斯塔利单抗联合化疗与派姆单抗联合化疗治疗转移性非鳞状NSCLC的II期随机试验
IF 3.5 Q2 ONCOLOGY Pub Date : 2025-09-04 DOI: 10.1016/j.jtocrr.2025.100900
Sun Min Lim MD, PhD , Ana Laura Ortega Granados MD , Gustavo dix Junqueira Pinto MD, MSc , Christian Sebastián Fuentes MD , Giuseppe Lo Russo MD , Michael Schenker MD , Jin Seok Ahn MD, PhD , Filippo de Marinis MD , Kenneth Locke Jr. PhD , Zsolt Szijgyarto PhD , Elena Buss MSc , Neda Stjepanovic MD, PhD , Ivan Diaz-Padilla MD, PhD , Solange Peters MD, PhD

Introduction

PERLA is a global, double-blind, phase II trial comparing anti–programmed cell death protein 1 antibodies, dostarlimab, and pembrolizumab in combination with chemotherapy (D+CT and P+CT, respectively) in patients with metastatic nonsquamous NSCLC without actionable genomic aberrations in the first-line setting.

Methods

Patients were randomized 1:1 to receive not more than 35 cycles of 500 mg dostarlimab or 200 mg pembrolizumab, with less than or equal to 35 cycles of 500 mg/m2 pemetrexed and less than or equal to 4 cycles of cisplatin (75 mg/m2) or carboplatin (area under the curve 5 mg/mL/min) every 3 weeks. The primary end point was the overall response rate by blinded independent central review. The secondary end points included progression-free survival (PFS) on the basis of investigator assessment, overall survival (OS), and safety. Here, we reported on the long-term OS, PFS, and safety analyses.

Results

At the end of the study (September 10, 2024), the median follow-up time (mo) for PFS was 30.4 for D+CT and 30.4 for P+CT. The median PFS (mo [95% confidence interval (CI)]) was 8.8 (6.9–11.0) for D+CT and 6.8 (4.9–7.1) for P+CT (hazard ratio 0.77 [95% CI: 0.58–1.03] at 79% maturity). The median follow-up time (mo) for OS was 35.5 for D+CT and 35.2 for P+CT. The median OS (mo [95% CI]) was 20.2 (14.5–27.3) and 15.9 (11.6–19.3), respectively (hazard ratio 0.75 [95% CI: 0.55–1.02] at 70% maturity). Safety profiles were similar between arms and consistent with previous analyses.

Conclusions

This long-term analysis reaffirms previous observations that D+CT exhibited similar efficacy to P+CT and exhibits strong clinical efficacy as a first-line treatment for patients with metastatic nonsquamous NSCLC.

Clinical trial registration

NCT04581824.
perla是一项全球性、双盲、II期试验,比较抗程序性细胞死亡蛋白1抗体、多斯塔利单抗和派姆单抗联合化疗(分别为D+CT和P+CT)在一线环境中无可操作基因组异常的转移性非鳞状NSCLC患者中的疗效。方法患者按1:1随机分组,接受不超过35个周期的500 mg的多司来单抗或200 mg的派姆单抗,培美曲塞≤35个周期的500 mg/m2,顺铂≤4个周期(75 mg/m2)或卡铂(曲线下面积5mg /mL/min)每3周。主要终点是盲法独立中心评价的总缓解率。次要终点包括基于研究者评估的无进展生存期(PFS)、总生存期(OS)和安全性。在这里,我们报告了长期的OS、PFS和安全性分析。结果研究结束时(2024年9月10日),PFS的中位随访时间(mo) D+CT为30.4,P+CT为30.4。D+CT的中位PFS (mo[95%可信区间(CI)]为8.8 (6.9-11.0),P+CT的中位PFS为6.8(4.9-7.1)(79%成熟度时风险比0.77 [95% CI: 0.58-1.03])。D+CT组OS的中位随访时间为35.5,P+CT组为35.2。中位OS (mo [95% CI])分别为20.2(14.5-27.3)和15.9(11.6-19.3)(70%成熟度时风险比为0.75 [95% CI: 0.55-1.02])。两组的安全性相似,与之前的分析一致。这项长期分析证实了先前的观察结果,即D+CT与P+CT具有相似的疗效,并且作为转移性非鳞状NSCLC患者的一线治疗具有很强的临床疗效。临床试验注册号:nct04581824。
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引用次数: 0
A Retrospective Observational Cohort Study of Lung Cancer Screening Outcomes Among U.S. Blacks and Whites 美国黑人和白人肺癌筛查结果的回顾性观察队列研究
IF 3.5 Q2 ONCOLOGY Pub Date : 2025-09-04 DOI: 10.1016/j.jtocrr.2025.100899
Giorgi Sabakhtarishvili MD, Mitchell B. Karpman PhD, Rahul Mishra MD, Teresa M. Putscher RN, BSN, Omer Bajwa MD, Rachel Hall DO, MS, Sahil Garg MD, Farshid Fargahi MD, Barry Meisenberg MD

Background

Mortality from lung cancer is reduced with low-dose computed tomography (LDCT) screening in high-risk persons. But screening uptake is low, especially among Black persons. Previous reports of LDCT had low participation of Black persons, which may inhibit wider adoption. In this study, we report on outcomes of LDCT screening in Black and White cohorts.

Methods

Retrospective observational cohort study using concurrent data from LDCT screening and tumor registries to compare the results of LDCT efficacy in reducing stage 4 lung cancer presentations in Black and White participant cohorts.

Results

Blacks comprised 13% of the 3647 unique eligible LDCT participants who had at least one LDCT. No statistically significant differences in LDCT category 4 were noted after screening. Lung cancers were diagnosed in 16 out of 466 (3.4%) Black LDCT participants and in 119 out of 3181 (3.7%) White LDCT participants. Black LDCT screening participants were 5.4 times less likely to be diagnosed with stage 4 lung cancers if diagnosed through screening compared to “usual care” (13% versus 44%, p <0.02). White LDCT participants were 3.5 times less likely to present with stage 4 lung cancer if diagnosed through screening compared to usual care (13% versus 35%, p < 0.0001).

Conclusions

LDCT reduced the number of stage 4 presentations in both cohorts. These findings should encourage attempts to increase LDCT utilization in all populations.
背景:对高危人群进行低剂量计算机断层扫描(LDCT)可降低肺癌死亡率。但筛查的接受程度很低,尤其是在黑人中。以前的LDCT报告中黑人的参与率很低,这可能会阻碍更广泛的采用。在这项研究中,我们报告了黑人和白人队列中LDCT筛查的结果。方法回顾性观察队列研究,使用来自LDCT筛查和肿瘤登记的并发数据,比较LDCT在减少黑人和白人参与者队列中4期肺癌发病的疗效。结果:在3647名至少有一次LDCT的独特合格LDCT参与者中,黑人占13%。筛查后LDCT第4类差异无统计学意义。466名黑人LDCT参与者中有16名(3.4%)被诊断出肺癌,3181名白人LDCT参与者中有119名(3.7%)被诊断出肺癌。如果通过筛查被诊断为4期肺癌,与“常规护理”相比,黑人LDCT筛查参与者被诊断为4期肺癌的可能性低5.4倍(13%对44%,p <0.02)。与常规护理相比,白人LDCT参与者通过筛查诊断为4期肺癌的可能性低3.5倍(13%对35%,p < 0.0001)。结论:sldct减少了两组患者的4期发病次数。这些发现应该鼓励在所有人群中增加LDCT的利用。
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引用次数: 0
First Central Asian Forum on Lung Cancer 首届中亚肺癌论坛
IF 3.5 Q2 ONCOLOGY Pub Date : 2025-09-04 DOI: 10.1016/j.jtocrr.2025.100898
Jandos Amankulov MD, PhD , David F. Yankelevitz MD , Amangeldi Mukhamejan MD , Rowena Yip PhD, MPH , Emanuela Taioli MD, PhD , Bruce Pyenson FSA, MAAA , James Mulshine MD , Claudia I. Henschke PhD, MD
The First Central Asian Forum on Lung Cancer was held at the National Academy of Sciences of the Republic of Kazakhstan on April 8 and 9, 2025. Organized by the Kazakhstan Cancer Society, KazIOR, and the I-ELCAP/IELCART consortia, the forum brought together regional and international experts to address the urgent challenge of late-stage lung cancer diagnosis in Central Asia. National data show that fewer than one-third of patients are diagnosed at stages I and II, while over 70% present with advanced disease. High smoking prevalence, environmental exposures such as radon, asbestos, and industrial pollution, and strong geographic variation in risk highlight the need for tailored screening programs. Kazakhstan is well-positioned to scale up low-dose CT (LDCT) screening given its CT scanner capacity, mobile units for underserved regions, and prior pilot screening successes. Conference sessions emphasized risk modeling, cost-effectiveness, artificial intelligence applications, and the added value of LDCT for detecting cardiovascular disease and emphysema. Plans are underway for collaborative projects and future conferences to strengthen regional capacity for early detection and treatment.
首届中亚肺癌论坛于2025年4月8日至9日在哈萨克斯坦共和国国家科学院举行。该论坛由哈萨克斯坦癌症协会、KazIOR和I-ELCAP/IELCART联盟组织,汇集了区域和国际专家,以解决中亚晚期肺癌诊断的紧迫挑战。国家数据显示,不到三分之一的患者被诊断为I期和II期,而超过70%的患者患有晚期疾病。高吸烟率、环境暴露(如氡、石棉和工业污染)以及风险的强烈地理差异突出了有必要制定有针对性的筛查方案。鉴于其CT扫描仪的能力、为服务不足地区提供的移动设备以及先前试点筛查的成功,哈萨克斯坦处于扩大低剂量CT (LDCT)筛查的有利地位。会议强调了风险建模、成本效益、人工智能应用以及LDCT在检测心血管疾病和肺气肿方面的附加价值。正在计划开展合作项目和未来的会议,以加强区域早期发现和治疗的能力。
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引用次数: 0
Epidemiologic and Survival Analyses of Lung Cancer in Nagano Prefecture: Impact of Serial Low-Dose Computed Tomography Screening 长野县肺癌的流行病学和生存分析:系列低剂量计算机断层扫描的影响
IF 3.5 Q2 ONCOLOGY Pub Date : 2025-08-22 DOI: 10.1016/j.jtocrr.2025.100893
Tomonobu Koizumi MD, PhD , Kengo Otsuki , Yuichiro Maruyama MD

Introduction

Low-dose computed tomography (LDCT) screening for lung cancer has been implemented in many municipalities in Nagano prefecture. We analyzed epidemiologic and survival data of patients with lung cancer among municipalities in Nagano prefecture to evaluate the impact of LDCT.

Methods

This was a retrospective cohort study. Data regarding the number of LDCT screenings, population, and lung cancer deaths in each municipality in 2011 to 2020 were collected and collated with information from the population-based cancer registry. These data were compared between municipalities that had continuously implemented LDCT (LDCT [+], n = 26) and those that had not (LDCT [−], n = 11).

Results

The mean lung cancer crude mortality rate and standardized mortality ratio were significantly lower in LDCT (+) (82.2 ± 14.1 per 100,000 (p < 0.02) and 69.7 ± 11.9 (p < 0.005), respectively) than LDCT (−) (92.0 ± 10.1 per 100,000 and 81.6 ± 11.5, respectively). In addition, the mortality rate in each municipality was significantly negative correlated with the numbers of LDCT implementation in each municipality (r = 0.39). With regard to the extent of lung cancer at diagnosis, the proportion of localized lung cancer was significantly higher in LDCT (+) (39.4 ± 7.4%) than in LDCT (−) (34.6 ± 7.4%), and the proportion of localized lung cancer in each municipality was positively correlated with the number of LDCT implementation.

Conclusion

This retrospective analysis in Nagano prefecture indicated that serial LDCT could contribute to a decrease in lung cancer mortality in the general population.
低剂量计算机断层扫描(LDCT)筛查肺癌已在长野县的许多城市实施。我们分析了长野县各市肺癌患者的流行病学和生存数据,以评估LDCT的影响。方法回顾性队列研究。收集了2011年至2020年每个城市LDCT筛查人数、人口和肺癌死亡人数的数据,并与基于人口的癌症登记处的信息进行了整理。将这些数据在连续实施LDCT的城市(LDCT [+], n = 26)和未实施LDCT的城市(LDCT [-], n = 11)之间进行比较。结果LDCT(+)组肺癌粗死亡率(82.2±14.1 / 10万)和标准化死亡率(69.7±11.9 / 10万)显著低于LDCT(-)组(92.0±10.1 / 10万)和(81.6±11.5)。此外,每个城市的死亡率与每个城市实施LDCT的数量呈显著负相关(r = 0.39)。在肺癌的诊断范围方面,LDCT(+)组肺癌的局限性比例(39.4±7.4%)明显高于LDCT(-)组肺癌的局限性比例(34.6±7.4%),各城市肺癌的局限性比例与LDCT实施次数呈正相关。结论:长野县的回顾性分析表明,连续的LDCT检查有助于降低普通人群的肺癌死亡率。
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引用次数: 0
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JTO Clinical and Research Reports
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