non small cell lung cancer

非小细胞肺癌
  • 文章类型: Systematic Review
    背景:肺癌是全球癌症相关死亡率的最常见原因之一。通过支持肿瘤生长,血小板已成为癌症发展和进展的关键参与者,和传播。在本系统综述中,我们分析了癌细胞和血小板之间的RNA转移,并探讨了不同血小板RNA谱在诊断中的潜在作用,亚型,肺癌的疾病进展和治疗监测。
    方法:该研究遵循了系统评价和Meta分析指南的首选报告项目和Cochrane系统评价和Meta分析手册,其中包括七项关于肺癌患者的研究,有肿瘤检测血小板的数据,和对照组。测量的结果是基于敏感性,特异性,ROC。pubmed,Scopus,在2023年10月之前,使用特定的搜索词搜索了Cochrane中央对照试验登记处和ScienceDirect数据库。QUADAS-2工具用于评估质量,偏差风险和适用性问题。
    结果:分析显示不同血小板mRNA的AUC>70%,敏感性和特异性超过60%。ITGA2B的AUC和灵敏度最高(AUC0.922;灵敏度92.8%)。lncRNAGTF2H2-1是最特异的血小板RNA。在QUADAS-2工具上,3/7文章在参考标准中不清楚,患者流量计时,1/7在这两个方面都有较高的偏倚。为了适用性,1/7的研究在参考标准中不清楚,和2/7指数测试。
    结论:TEPRNA可以帮助肺癌的早期诊断,并在其早期检测中得到证实。TEPRNA还可以监测疾病进展和治疗反应。
    BACKGROUND: Lung cancer is one of the commonest cause of cancer associated mortality worldwide. Platelets have emerged as key players in cancer development and progression by supporting tumor growth, and dissemination. In the present systematic review, we analyzed RNA transfer between cancer cells and platelets and explored potential role of different platelet RNA profiles as onco-signature in diagnosis, subtyping, disease progression and treatment monitoring in carcinoma lung carcinoma.
    METHODS: The study followed Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines and Cochrane Manual of Systematic Reviews and Meta-analysis that included seven studies on patients with lung cancer, with data on tumor-educated platelets, and control group. The outcome measured was based on sensitivity, specificity, and ROC. PUBMED, SCOPUS, Central Cochrane Registry of Controlled Trials and Science Direct databases were searched using specific search terms until October 2023. QUADAS - 2 tool was used to assess quality, risk of bias and applicability concerns.
    RESULTS: The analysis revealed AUC > 70% for different platelet mRNAs, with sensitivity and specificity of more than 60 %. AUC and sensitivity were highest for ITGA2B (AUC 0.922; sensitivity 92.8%). lncRNA GTF2H2-1 was the most specific platelet RNA. On QUADAS-2 tool, 3/7 articles were unclear in reference standards, patient flow timing, and 1/7 had high bias in both aspects. For applicability, 1/7 studies were unclear in reference standards, and 2/7 in index tests.
    CONCLUSIONS: TEP RNA can aid in early diagnosis of lung cancer and of proven utility in its early-stage detection. TEP RNA can also monitor disease progression and treatment response.
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  • 文章类型: Journal Article
    背景:肺癌是全球癌症死亡的主要原因,诊断仍然具有挑战性。肺癌从小结节开始,早期准确诊断,可以及时手术切除恶性结节,同时避免良性结节患者不必要的手术。
    目的:Cole弛豫频率(CRF)是衍生的电生物阻抗特征,其可用于区分癌组织与正常组织。
    方法:用NoduleScan在30例接受非小细胞肺癌切除术的志愿者患者新鲜切除的肺组织中进行离体人体测试。将肿瘤的CRF和相对于肿瘤的远处正常肺组织与组织病理学标本进行比较,以建立潜在的即时诊断算法。用于体内动物试验,用皮下注射到每只小鼠右侧腹中的异种移植人肺癌肿瘤细胞植入20只小鼠。对活体动物上的肿瘤和安乐死后的肿瘤进行光谱阻抗测量。将这些CRF测量值与健康小鼠肺组织进行比较。对于离体猪肺测试,猪肺与气管一起接受。拆除声箱后,连接呼吸机以对肺加压并模拟呼吸.在裂片的不同位置,肺的表面被切割,以产生一个口袋,可以容纳从体内动物试验获得的肿瘤。肿瘤被放置在肺的表面下,并且将电极放置在肿瘤正上方的肺表面上,但在肿瘤和电极之间有肺组织。频谱阻抗测量是在肺部处于放气状态时进行的,充气状态,以及在通货膨胀-通货紧缩过程中模拟呼吸。
    结果:在30例患者中评估的60个样本中,NoduleScan允许在肿瘤和远处正常组织中CRF清晰分离的患者中以高度的敏感性(97%)和特异性(87%)进行现成的区分。在25个异种移植小动物模型标本中测得,CRF与人体内测量中观察到的分离对齐。CRF成功测量了植入离体猪肺的肿瘤,和CRF测量值与以前的加压和非加压肺测试一致。
    结论:如先前在乳腺组织中所示,在1kHz-10MHz范围内的CRF能够区分非小细胞肺癌和正常组织。Further,体内小动物研究证明了这一点,灌注肿瘤具有与乳腺组织和人离体测试中所示相同的CRF特征。肺的膨胀和收缩对CRF特征没有影响。随着额外的发展,从频谱阻抗测量得出的CRF可以允许指导手术切除的现场护理诊断。
    BACKGROUND: Lung cancer is the world\'s leading cause of cancer deaths, and diagnosis remains challenging. Lung cancer starts as small nodules; early and accurate diagnosis allows timely surgical resection of malignant nodules while avoiding unnecessary surgery in patients with benign nodules.
    OBJECTIVE: The Cole relaxation frequency (CRF) is a derived electrical bioimpedance signature, which may be utilized to distinguish cancerous tissues from normal tissues.
    METHODS: Human testing ex vivo was conducted with NoduleScan in freshly resected lung tissue from 30 volunteer patients undergoing resection for nonsmall cell lung cancer. The CRF of the tumor and the distant normal lung tissue relative to the tumor were compared to histopathology specimens to establish a potential algorithm for point-of-care diagnosis. For animal testing in vivo, 20 mice were implanted with xenograft human lung cancer tumor cells injected subcutaneously into the right flank of each mouse. Spectral impedance measurements were taken on the tumors on live animals transcutaneously and on the tumors after euthanasia. These CRF measurements were compared to healthy mouse lung tissue. For porcine lung testing ex vivo, porcine lungs were received with the trachea. After removal of the vocal box, a ventilator was attached to pressurize the lung and simulate breathing. At different locations of the lobes, the lung\'s surface was cut to produce a pocket that could accommodate tumors obtained from in vivo animal testing. The tumors were placed in the subsurface of the lung, and the electrode was placed on top of the lung surface directly over the tumor but with lung tissue between the tumor and the electrode. Spectral impedance measurements were taken when the lungs were in the deflated state, inflated state, and also during the inflation-deflation process to simulate breathing.
    RESULTS: Among 60 specimens evaluated in 30 patients, NoduleScan allowed ready discrimination in patients with clear separation of CRF in tumor and distant normal tissue with a high degree of sensitivity (97%) and specificity (87%). In the 25 xenograft small animal model specimens measured, the CRF aligns with the separation observed in the human in vivo measurements. The CRF was successfully measured of tumors implanted into ex vivo porcine lungs, and CRF measurements aligned with previous tests for pressurized and unpressurized lungs.
    CONCLUSIONS: As previously shown in breast tissue, CRF in the range of 1kHz-10MHz was able to distinguish nonsmall cell lung cancer versus normal tissue. Further, as evidenced by in vivo small animal studies, perfused tumors have the same CRF signature as shown in breast tissue and human ex vivo testing. Inflation and deflation of the lung have no effect on the CRF signature. With additional development, CRF derived from spectral impedance measurements may permit point-of-care diagnosis guiding surgical resection.
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  • 文章类型: Case Reports
    Sweet综合征是一种罕见的炎症性疾病,其特征是突然出现疼痛,红斑丘疹,斑块,或者皮肤上的结节.发热和白细胞增多常伴随皮肤病变。此外,眼睛的参与,肌肉骨骼系统,和内部器官可能发生。Sweet综合征与广泛的疾病有关。有三种亚型:经典的Sweet综合征,恶性肿瘤相关的Sweet综合征,和药物诱发的Sweet综合征.经典的Sweet综合征与恶性肿瘤或药物无关。它基本上与上呼吸道感染有关,胃肠道感染,炎症性肠病,和怀孕。恶性相关的Sweet综合征与血液系统恶性肿瘤的相关性大于实体恶性肿瘤,最常见的是急性髓细胞性白血病。药物诱发的Sweet综合征通常在药物暴露后大约两周出现,在没有接触过煽动性药物史的患者中。我们在讨论我们的病人,一名68岁男性在开始培美曲塞化疗8周后出现,卡铂,和派博利珠单抗治疗左肺腺癌伴黄斑皮疹。经进一步活检发现有嗜中性粒细胞性皮炎,因此被诊断为药物诱导的Sweet综合征。组织病理学显示真皮有嗜中性粒细胞浸润并伴有红细胞增多症。
    Sweet syndrome is an uncommon inflammatory disorder characterized by the abrupt appearance of painful, erythematous papules, plaques, or nodules on the skin. Fever and leukocytosis frequently accompany the cutaneous lesions. In addition, involvement of the eyes, musculoskeletal system, and internal organs may occur. Sweet syndrome has been associated with a broad range of disorders. There are three subtypes: classical Sweet syndrome, malignancy-associated Sweet syndrome, and drug-induced Sweet syndrome. Classical Sweet syndrome is not associated with malignancy or drugs. It is essentially associated with an upper respiratory infection, gastrointestinal infection, inflammatory bowel disease, and pregnancy. Malignancy-associated Sweet syndrome is associated with hematologic malignancy more than solid malignancy, most commonly with acute myeloid leukemia. Drug-induced Sweet syndrome usually develops approximately two weeks after drug exposure, in patients who lack a prior history of exposure to the inciting drug. Here we are discussing our patient, a 68-year-old male who presented eight weeks after starting chemotherapy with pemetrexed, carboplatin, and pembrolizumab for left lung adenocarcinoma with macular rash. On further investigation with biopsy was found to have neutrophilic dermatitis, hence being diagnosed with drug-induced Sweet syndrome. Histopathology revealed a dermis with infiltration of neutrophils with lekocytoclasia.
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  • 文章类型: Case Reports
    非小细胞肺癌转移到骨骼肌是一种罕见的现象。肺癌更有可能扩散到大脑,骨头,肝脏,和肾上腺。这里,我们介绍了一例54岁男性的非小细胞肺癌转移至骨骼肌的罕见病例。此外,本文对非小细胞肺癌的骨转移进行了文献综述。骨骼肌转移最常见的表现是伴有或不伴有肿胀的肌肉疼痛。向肌肉转移的机制尚不清楚;从理论上讲,血行扩散是最可能的途径。和我们的病人一样,骨骼肌质量的存在被认为是一种生存不良的侵袭性疾病,通常不到一年。肌肉转移的治疗通常以放射治疗的形式姑息,化疗,或手术切除肿块。
    Non-small cell lung cancer metastasis to skeletal muscle is an uncommon occurrence. Lung cancers are more likely to spread to the brain, bone, liver, and adrenals. Here, we present a rare case of non-small cell lung cancer metastasis to the skeletal muscle in a 54-year-old male. In addition, we present a literature review on skeletal metastasis of non-small cell lung cancer. The most frequent presentation of skeletal muscle metastasis is muscular pain with or without swelling. The mechanism of metastasis to muscle is not well understood; it is theorized that hematogenous spread is the most likely route. As with our patient, the presence of skeletal muscle mass is considered an aggressive disease with poor survival, usually less than one year. The treatment for muscle metastasis is often palliative in the form of radiation therapy, chemotherapy, or surgical removal of the mass.
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  • 文章类型: Case Reports
    肺癌是与副肿瘤综合征相关的最常见的肿瘤性疾病。最常见的副肿瘤综合征是抗利尿激素(SIADH)不适当释放综合征,恶性肿瘤的高钙血症,异位库欣综合征,和其他各种神经综合征。一些病例报告报道了妇科乳房发育为副肿瘤综合征。识别这种罕见的表现可以帮助早期发现相关的恶性肿瘤,从而有可能改善结果。在这篇文章中,我们正在介绍一个60多岁的男性患者的案例,在介绍时,患有男性乳房发育症,最终被诊断为非小细胞肺癌(NSCLC)。
    Lung cancer is the most common neoplastic disorder associated with paraneoplastic syndromes. The most common paraneoplastic syndromes are the syndrome of inappropriate release of antidiuretic hormone (SIADH), hypercalcemia of malignancy, ectopic Cushing\'s syndrome, and various other neurological syndromes. A few case reports have reported gynecomastia as a paraneoplastic syndrome. Recognition of this uncommon presentation can aid in the early detection of associated malignancies, thus potentially improving outcomes. In this article, we are presenting the case of a male patient in his late sixties who, on presentation, had gynecomastia and was eventually diagnosed with non-small-cell lung cancer (NSCLC).
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  • 文章类型: Case Reports
    肺肉瘤样癌(SC)是一类异质性散发性的非小细胞肺癌(NSCLCs),诊断和治疗具有挑战性。梭形细胞癌(SpCC)是该组中非常罕见的子集。因此,由于文献有限,预后和治疗尚不清楚.这种癌症的表现根据肿瘤的部位以及诊断时观察到的并发症和转移而变化。这里,我们报道了一名73岁的男性,他在呼吸困难和疲劳恶化两个月后到急诊室就诊.胸部X线显示广泛的左侧胸腔积液。胸部计算机断层扫描(CT)扫描显示胸膜肿块,返回为SpCC,为此他被转诊到一所大学医院。
    The lung\'s sarcomatoid carcinomas (SC) are a heterogeneous sporadic group of non-small cell lung carcinomas (NSCLCs) and are very challenging to diagnose and treat. Spindle cell carcinoma (SpCC) is a very rare subset of this group. Hence, the prognosis and treatments are unclear due to the limited literature available. The presentation of this cancer varies based on the site of the neoplasm and the complications and metastases observed at the time of diagnosis. Here, we report a 73-year-old man who presented to the emergency room after two months of worsening dyspnea and fatigue. Chest X-ray showed an extensive left-sided pleural effusion. A computed tomography (CT) scan of the chest showed a pleural-based mass that came back as SpCC, for which he was referred to a university hospital.
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  • 文章类型: Case Reports
    肺腺癌,非小细胞肺癌的主要亚型,通常转移到肝脏和肾上腺等常见部位。然而,罕见病例涉及骨骼肌转移。我们介绍了一个45岁的女性,有高血压病史,癫痫,和纤维肌痛,他因咯血和多灶性疼痛到急诊科就诊。胸部成像显示空洞性病变,似乎是坏死性肺炎。进一步的调查发现左大腿有液体聚集,这将被确定为低分化癌。随后的测试将肺确定为转移的主要来源。尽管进行了放射治疗,病人的病情在接下来的50天内恶化,突出了疾病的侵袭性。
    Lung adenocarcinoma, the predominant subtype of non-small cell lung cancer, typically metastasizes to common sites such as the liver and adrenal glands. However, rare instances involve skeletal muscle metastasis. We present a case of a 45-year-old female with a medical history of hypertension, epilepsy, and fibromyalgia, who presented to the emergency department with hemoptysis and multifocal pain. Chest imaging revealed a cavitary lesion which appeared to be necrotizing pneumonia. Further investigations uncovered a fluid collection in the left thigh, which would be identified as poorly differentiated carcinoma. Subsequent testing identified the lung as the primary source of metastasis. Despite radiation treatment, the patient\'s condition deteriorated over the next 50 days, highlighting the aggressive nature of the disease.
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  • 文章类型: Journal Article
    目的:这项研究的目的是确定在VATS解剖肺切除术中可能影响淋巴结清扫的因素,特别是对操作者经验感兴趣。
    方法:回顾并分析了前瞻性VATS意大利全国注册的临床和病理数据。关于肿瘤和手术特征的数据不完整的患者,GGO,或远处转移被排除。患者临床资料,肿瘤特征,收集手术信息和外科医生经验,并与切除的淋巴结数(#RN)进行比较,切除的N2节点号(#N2RN)和切除的N2站号。采用logistic回归分析建立多变量模型。考虑到VATS主要解剖切除的次数和住院后的年限,对外科医生的经验进行了分类。
    结果:对3727例患者进行了最终分析。#RN和#N2RN的中位数分别为11(1-51)和5(0-41)。关于分析的结果,#N2RN>6导致1812例(48.8%),在2124例(57.0%)病例中,#RN>10,在1447例(38.8%)患者中收获超过3个N2站。第一次操作经验,VATS肺叶切除术数量>50(p<0.001),居住5-10年后的操作员资历(p<0.001),cTNMII/III(p=0.017),肺叶切除术/双叶切除术与肺段切除术(p<0.001),在多变量分析中,上/中叶肿瘤位置(p<0.005)与#N2RN>6显著相关。第一次操作经验,VATS肺叶切除术数量>50(p<0.001),在多变量分析中,住院5-10年(p<0.001)和肺叶切除术/双叶切除术(p<0.001)后的操作者资历与#RN>10显著相关.
    结论:我们的研究表明,VATS肺叶切除术中的淋巴结清扫术受到诸如cT分期和肿瘤位置等肿瘤因素的影响,也受到手术经验的影响。与经验较少的外科医生相比,在接受VATS手术的外科医生中,切除淋巴结的数量较多,并且在住院后数年。
    OBJECTIVE: Aim of this study is to identify the factors that may influence the lymphadenectomy during VATS anatomical lung resection with particular interest on operator experience.
    METHODS: Clinical and pathological data from the prospective VATS Italian nationwide registry were reviewed and analysed. Patients with incomplete data regarding tumor and surgical characteristics, GGO, or with distant metastases were excluded. Patients clinical data, tumor characteristics, operation information and surgeon experience were collected and compared to resected lymph nodes number (#RN), resected N2 nodes number (#N2RN) and resected N2 stations number. A multivariable model was built using logistic regression analysis. Surgeon experience was categorized considering the number of VATS major anatomical resection and years after residency.
    RESULTS: The final analysis was conducted on 3727 patients. The median #RN and #N2RN were 11 (1-51) and 5 (0-41). Regarding the analysed outcomes, #N2RN > 6 resulted in 1812 (48.8%)cases, #RN > 10 in 2124 (57.0%)cases and more than 3 N2 stations were harvested in 1447 (38.8%)patients. First operator experience with number of VATS lobectomies>50 (p < 0.001), operator seniority after residency5-10years (p < 0.001), cTNM II/III(p = 0.017), lobectomy/bilobectomy vs segmentectomy (p < 0.001), and upper/middle lobe tumor location (p < 0.005)resulted significantly associated to #N2RN > 6 at the multivariable analysis. First operator experience with number of VATS lobectomies>50 (p < 0.001), operator seniority after residency5-10years (p < 0.001) and lobectomy/bilobectomy (p < 0.001) resulted significantly associated to #RN > 10 at the multivariable analysis.
    CONCLUSIONS: Our study showed that lymphadenectomy during VATS lobectomy is influenced by tumor factors such as cTstage and tumor location but also by operator experience, with a higher number of resected lymph nodes in surgeons with a high number of VATS procedures and years after residency compared to surgeons with less experience.
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  • 文章类型: English Abstract
    背景:使用免疫检查点抑制剂(ICI)改善了转移性非小细胞肺癌(NSCLC)的预后。不幸的是,在某些情况下,癌细胞会产生抗性机制。在有限数量的病变进展的情况下(少进展),建议在继续ICI治疗的同时进行放疗的局部治疗.
    方法:将37例转移性NSCLC患者在第二行或后续行接受纳武单抗(抗PD-1)治疗,并接受局灶性放疗以少进展继续使用纳武单抗治疗的对照组与87例患者的对照组进行比较。
    结果:经过37个月的中位随访[18;62],放疗组的中位无进展生存期(PFS)为15.04个月,对照组为5.04个月,差异有统计学意义(P=0.048)。在弱进展组中,局灶性放疗后的中位PFS为7.5个月。在单变量分析中,肺转移的存在与PFS增加有关,与脑转移的存在相反,与放疗组PFS降低相关。两组均未达到中位总生存期,两个队列之间没有显着差异。
    结论:在次要或后续治疗中,在治疗转移性NSCLC时,联合使用局灶性放疗和继续使用纳武单抗治疗相结合,似乎增加了PFS。
    BACKGROUND: The prognosis of metastatic non-small cell lung cancer (NSCLC) has been improved by the use of immune checkpoint inhibitors (ICI). Unfortunately, in some cases, cancer cells will develop resistance mechanisms. In case of progression in a limited number of lesions (oligoprogression), focal treatment with radiotherapy is proposed while continuing the ICI therapy.
    METHODS: A cohort of 37 patients with metastatic NSCLC treated with nivolumab (anti-PD-1) in second or subsequent line and who received focal radiotherapy for oligoprogression with continuation of nivolumab was compared with a control cohort of 87 patients no oligoprogressor treated par immunotherapy.
    RESULTS: After a median follow-up of 37 months [18; 62], the median progression free survival (PFS) in the radiotherapy-treated cohort was 15.04 versus 5.04 months in the control cohort, with a statistically significant difference (P=0.048). The median PFS following focal radiotherapy in the oligoprogressor group was 7.5 months. In univariate analysis, the presence of lung metastasis was associated with increased PFS, in contrast to the presence of brain metastases, which were associated with decreased PFS in the radiotherapy group. The median overall survival was not reached in both groups, with no significant difference between the two cohorts.
    CONCLUSIONS: The combination of focal radiotherapy in case of oligoprogression and continued treatment with nivolumab in the treatment of metastatic NSCLC in the second or subsequent line of treatment seems to be with an increase in PFS.
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  • 文章类型: Journal Article
    背景:在晚期NSCLC(aNSCLC)患者中,KRAS突变(m)以及STK11和KEAP1突变对不同PD-L1水平结局的影响仍未完全了解.我们的目的是调查整个PD-L1水平的KRAS突变和突变的频率,这些突变和生存之间的联系,通过PD-L1表达分层。
    方法:我们对2016年至2021年接受一线(化学)免疫疗法治疗的aNSCLC患者进行了一项全国性队列研究。他们接受了包括KRAS在内的分子基因分型,STK11和KEAP1。使用Kaplan-Meier方法估计真实世界总生存期(OS)和无进展生存期(rwPFS)。Cox多变量回归用于评估不同PD-L1层的KRASm与生存率之间的关联。并评估KRASm与生存率之间的关联是否因PD-L1水平而异。最后,在由PD-L1表达定义的亚组中,我们使用相互作用术语来评估STK11和KEAP1的共突变是否调节了KRAS突变与生存之间的关联.
    结果:在我们的2593名患者队列中,982(37.9%)为KRASm,1611(62.1%)为KRASwt。KRASm在PD-L1≥50%队列中富集(334/743,45%),但是在KRASm患者中,与STK11和KEAP1的共突变在PD-L10%队列中富集。与PD-L1≥50%队列相比,PD-L10%队列中KRASm与OS显着恶化相关(相互作用的P=0.008)。在按PD-L1分层的校正分析中,KRASm仅在PD-L10%组中与较差的生存率相关(OSHR1.46,p=0.001)。在PD-L10%亚组中,KEAP1和STK11合并与OS恶化密切相关;三重KRASm/KEAPm/STK11mPD-L10%NSCLC患者的预后最差。
    结论:KRASm与PD-L1阴性非小细胞肺癌患者总生存期较差相关;然而,这种关联主要是由富含PD-L1阴性肿瘤的STK11和KEAP1引起的.
    BACKGROUND: In patients with advanced NSCLC (aNSCLC), the impact of KRAS mutations (m) and comutations with STK11 and KEAP1 on outcomes across different PD-L1 levels remains incompletely understood. We aimed to investigate the frequency of KRAS mutations and comutations across PD-L1 levels, and the association between these mutations and survival, stratified by PD-L1 expression.
    METHODS: We conducted a nationwide cohort study of patients diagnosed with aNSCLC between 2016 and 2021 treated with frontline (chemo)immunotherapy, who underwent molecular genotyping including KRAS, STK11, and KEAP1. Real-world overall survival (OS) and progression-free survival (rwPFS) were estimated using Kaplan-Meier methodology. Cox multivariable regressions were used to evaluate the association between KRASm and survival across different PD-L1 strata, and to assess whether the association between KRASm and survival differed by PD-L1 level. Finally, within subgroups defined by PD-L1 expression, we used interaction terms to assess whether co-mutations with STK11 and KEAP1 moderated the association between KRAS mutation and survival.
    RESULTS: Of our 2593-patient cohort, 982 (37.9 %) were KRASm and 1611 (62.1 %) KRASwt. KRASm were enriched in the PD-L1 ≥50 % cohort (334/743, 45 %), but within patients with KRASm, co-mutations with STK11 and KEAP1 were enriched in the PD-L1 0 % cohort. KRASm was associated with significantly worse OS in the PD-L1 0 % cohort compared to the PD-L1 ≥50 % cohort (P for interaction = 0.008). On adjusted analyses stratified by PD-L1, KRASm was associated with worse survival only in the PD-L1 0 % group (OS HR 1.46, p = 0.001). KEAP1 and STK11 comutations were most strongly associated with worse OS in the PD-L1 0 % subgroup; patients with triple KRASm/KEAPm/STK11m PD-L1 0 % NSCLC experienced the worst outcomes.
    CONCLUSIONS: KRASm are associated with worse overall survival in PD-L1 negative NSCLC; however, this association is largely driven by comutations with STK11 and KEAP1, which are enriched in PD-L1 negative tumors.
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