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Lung cancer screening: are race- and risk-aware criteria needed? 肺癌筛查:是否需要种族和风险意识标准?
Pub Date : 2026-01-13 DOI: 10.1093/jnci/djaf328
Jonathan M Samet,Jamie L Studts
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引用次数: 0
Targeting common EGFR mutations in NSCLC-review of global phase III trials of third-generation inhibitors. 针对非小细胞肺癌中常见的EGFR突变——第三代抑制剂全球III期试验综述
Pub Date : 2026-01-09 DOI: 10.1093/jnci/djag008
Barbara Melosky,Rosalyn A Juergens,Quincy S C Chu,Parneet Cheema,Stephanie Snow,Natasha B Leighl,Normand Blais,Diana N Ionescu,Deanna McLeod,Ming-Sound Tsao,Adrian Sacher,Paul Wheatley-Price,Geoffrey Liu
Mutations of the epidermal growth factor receptor (EGFR) are frequent oncogenic drivers in non-small cell lung cancer (NSCLC). Third-generation EGFR-tyrosine kinase inhibitors (EGFR-TKIs), which target common EGFR mutations and the acquired T790M resistance mutation, offer improved inhibitory potency and selectivity. Our review critically assesses the evolving role of these agents for management of NSCLC harboring common EGFR mutations. Multiple global phase III trials have recently evaluated third-generation EGFR-TKIs in NSCLC patients with common EGFR mutations. The addition of osimertinib to curative-intent strategies have demonstrated improvements in disease-free survival and overall survival (OS) as adjuvant therapy in resected stage IB-IIIa patients, major pathological responses compared to chemotherapy when used as neoadjuvant therapy, and progression-free survival (PFS) compared to placebo when used as consolidation therapy in unresectable stage III patients. Furthermore, third-generation EGFR-TKI monotherapy improved PFS compared to first-generation EGFR-TKIs in the first-line treatment of advanced disease. Intensification strategies, such as the addition of chemotherapy or a bi-specific antibody have further enhanced both PFS and OS outcomes. Several new therapeutic options are emerging for patients previously treated with third-generation EGFR-TKIs. Currently, subsequent treatment recommendations include chemotherapy or datopotamab deruxtecan following progression on a third-generation EGFR-TKI combination and amivantamab plus platinum-based chemotherapy following progression on monotherapy. The treatment landscape for NSCLC with common EGFR mutations is rapidly evolving and third-generation EGFR-TKIs play an integral role in both the curative-intent and palliative settings.
表皮生长因子受体(EGFR)的突变是非小细胞肺癌(NSCLC)中常见的致癌驱动因素。第三代EGFR-酪氨酸激酶抑制剂(EGFR- tkis)针对常见的EGFR突变和获得性T790M耐药突变,具有更好的抑制效力和选择性。我们的综述批判性地评估了这些药物在治疗具有常见EGFR突变的非小细胞肺癌中的作用。多个全球III期试验最近评估了第三代EGFR- tkis在常见EGFR突变的NSCLC患者中的应用。在治疗意向策略中加入奥希替尼已证明,作为辅助治疗的IB-IIIa期患者的无病生存期和总生存期(OS)有所改善,作为新辅助治疗时与化疗相比有主要病理反应,作为不可切除的III期患者的巩固治疗时与安慰剂相比无进展生存期(PFS)有所改善。此外,在晚期疾病的一线治疗中,与第一代EGFR-TKIs相比,第三代EGFR-TKI单药治疗改善了PFS。强化策略,如增加化疗或双特异性抗体,进一步提高了PFS和OS的结果。对于先前接受第三代EGFR-TKIs治疗的患者,一些新的治疗选择正在出现。目前,后续治疗建议包括第三代EGFR-TKI联合治疗进展后的化疗或datopotamab deruxtecan,以及单药治疗进展后的amivantamab +铂基化疗。具有常见EGFR突变的非小细胞肺癌的治疗前景正在迅速发展,第三代EGFR- tkis在治疗意图和姑息设置中都发挥着不可或缺的作用。
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引用次数: 0
Growth of zero-premium Medicare Advantage plans in counties with high cancer mortality. 在癌症死亡率高的县,零保费医疗保险优势计划的增长。
Pub Date : 2026-01-09 DOI: 10.1093/jnci/djag006
Changchuan Jiang,Lesi He,Chuan Angel Lu,Ryan D Nipp,K Robin Yabroff,Xuesong Han,Xin Hu,Joshua M Liao
BACKGROUNDZero-premium Medicare Advantage (MA) plans have rapidly become the most popular MA plan type in the US, despite potentially restrictive benefit design. It remains unclear whether the growth of these plans aligns with the county-level cancer mortality.METHODSWe conducted a two-part, county-level ecological study. First, using CMS enrollment data (2019-2024) and NCHS mortality data (2018-2022), we examined longitudinal trends in the market share of zero-premium MA plans overall and across counties by their cancer-mortality rate quartiles. Second, we performed a cross-sectional, mixed-effects logistic regression analysis of 2019-2024 plan-level data to evaluate the association between zero-premium MA and low plan quality (<4 stars) and whether this relationship varied by county cancer-mortality rate quartile.RESULTSThe market share of zero-premium MA plans increased from 60.2% to 75.9% of the MA market between 2019 and 2024, with disproportionately greater growth in counties with higher cancer mortality rates (Q4: +28.7 percentage points[pp] vs Q1: +23.8pp; p-interaction < 0.001). In adjusted analyses, zero-premium plans also had significantly higher odds of having <4 star ratings compared with premium-charging plans (aOR 1.68; 95% CI, 1.64-1.72), particularly in counties with highest cancer mortality rates (aOR 1.83; 95% CI, 1.69-1.98, p-interaction < 0.01).CONCLUSIONSThe rapid expansion of zero-premium MA plans has been disproportionately concentrated in communities with highest cancer mortality rates. These plans are more likely to have lower CMS star ratings than premium-charging MA plans. Rapid zero-premium MA plan adoption raises concerns about equitable access to high-quality care for patients with cancer.
尽管存在潜在的限制性福利设计,零保费医疗保险优势(MA)计划已迅速成为美国最受欢迎的MA计划类型。目前尚不清楚这些计划的增长是否与县级癌症死亡率相一致。方法采用两部分的县域生态研究方法。首先,使用CMS登记数据(2019-2024年)和NCHS死亡率数据(2018-2022年),我们按癌症死亡率四分位数检查了整体和各县零保费MA计划市场份额的纵向趋势。其次,我们对2019-2024年计划水平数据进行了横断面混合效应logistic回归分析,以评估零保费MA与低计划质量(<4星)之间的关系,以及这种关系是否因县癌症死亡率四分位数而异。结果2019年至2024年间,零保费MA计划的市场份额从60.2%上升至75.9%,在癌症死亡率较高的县,这一增长比例更高(第四季度:+28.7个百分点[pp],而第一季度:+23.8个百分点;p交互作用< 0.001)。在调整分析中,与收费计划相比,零保费计划获得<4星评级的几率也显著更高(aOR 1.68; 95% CI, 1.64-1.72),特别是在癌症死亡率最高的县(aOR 1.83; 95% CI, 1.69-1.98, p交互作用< 0.01)。结论零保费养老保险计划的快速扩张不成比例地集中在癌症死亡率最高的社区。与收费MA计划相比,这些计划更有可能获得较低的CMS星级评级。快速采用零保费MA计划引发了对癌症患者公平获得高质量护理的担忧。
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引用次数: 0
Age- and sex-adjusted performance of a colorectal cancer screening test using US census distribution. 使用美国人口普查分布的结直肠癌筛查试验的年龄和性别调整性能。
Pub Date : 2026-01-09 DOI: 10.1093/jnci/djag007
Aasma Shaukat,Zhen Meng,Karolina Kutnik,Chung-Kai Sun,David K Edwards V,Andy Piscitello,Cosmin Deciu,Lilian C Lee,Theodore R Levin
The performance of a CRC screening blood test was validated in a prospective, multicenter, observational study (PREEMPT CRC). The composition of the clinical study population can impact performance measures, potentially affecting the generalizability of the observed outcomes. We conducted a prespecified post-stratification adjustment analysis in which PREEMPT CRC performance values were adjusted to US Census age and sex distribution. The PREEMPT CRC evaluable cohort had a higher proportion of younger individuals and females than the census population. Compared to observed values, census adjustment demonstrated nominally higher CRC sensitivity (81.1% [95% confidence interval or CI, 71.3-88.1%] vs 79.2% [95% CI, 68.4-86.9%]) and advanced precancerous lesion sensitivity (13.7% [95% CI, 12.4-15.0%] vs 12.5% [95% CI, 11.3-13.8%]), with lower advanced colorectal neoplasia specificity (90.4% [95% CI, 90.0-90.7%) vs 91.5% [95% CI, 91.2-91.9%]). Negative and positive predictive values were consistent across age groups, highlighting consistent clinical interpretability of test results regardless of patient age.
一项前瞻性、多中心、观察性研究(PREEMPT CRC)证实了CRC筛查血液检查的效果。临床研究人群的组成可能会影响绩效指标,潜在地影响观察结果的普遍性。我们进行了预先指定的分层后调整分析,其中PREEMPT CRC表现值调整为美国人口普查年龄和性别分布。PREEMPT CRC可评估队列中年轻个体和女性的比例高于普查人口。与观察值相比,普查调整显示名义上更高的结直肠癌敏感性(81.1%[95%置信区间或CI, 71.3-88.1%] vs 79.2% [95% CI, 68.4-86.9%])和晚期癌前病变敏感性(13.7% [95% CI, 12.4-15.0%] vs 12.5% [95% CI, 11.3-13.8%]),晚期结直肠癌特异性较低(90.4% [95% CI, 90.0-90.7%) vs 91.5% [95% CI, 91.2-91.9%])。阴性和阳性预测值在各个年龄组中是一致的,强调了无论患者年龄如何,检测结果的临床可解释性是一致的。
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引用次数: 0
Postpartum breast cancer: evidence for a distinct phenotype. 产后乳腺癌:一个独特表型的证据。
Pub Date : 2026-01-09 DOI: 10.1093/jnci/djag003
Mark E Sherman,Lola Etievant,Robert A Vierkant,Stacey J Winham,Kathryn J Ruddy,Laura Pacheco-Spann,Daniel P Wickland,Nicole Cruz-Reyes,Melody Stallings-Mann,Derek Radisky,E Aubrey Thompson,Jennifer M Kachergus,Ji Shi,Shoshana M Rosenberg,Craig Snow,Gregory J Kirkner,Lidia Schapira,Jeffrey M Peppercorn,Steven Come,Virginia F Borges,Ellen Warner,Laura C Collins,Ann H Partridge,Ruth M Pfeiffer
The incidence of early onset breast cancers (BCs) has increased, paralleling rising trends in delayed childbearing. We hypothesize that a distinct postpartum BC subtype (PPBC), identifiable by time since last birth (TSLB) and biomarker expression, contributes to this trend. We applied GeoMx Digital Spatial Profiling (DSP) to measure associations between TSLB and 71 proteins in 640 BCs from women ages ≤40 years included in the Young Women's BC Study. We analyzed data using univariable linear regression and multivariable Sliced Inverse Regression to account for higher order interactions among biomarkers. In keratin-rich segments, PR (p = 1.00x10-4) and PTEN (p = 1.00x10-3) were associated with longer TSLB; multivariable analyses revealed positive associations for GZMB (p = 4.00X10-4), SMA (1.00X10-4) and NF-1 (p = 1.00X10-3). In keratin-poor segments, univariable significant positive associations were found for PR (p = 2.00x10-4) and PTEN (p = 1.00x10-3), whereas CD20 (p = 3.00x10-4) and CTLA4 (p = 4.00x10-5) were negatively associated; multivariable significant associations were found for fibronectin (p = 3.00x10-5) and pan-Akt (p = 1.00x10-3). Associations persisted after adjustment for multiple comparisons and BC molecular subtypes. Associations including for PR, PTEN and CD20 were strongest among women with shortest TSLB. OPAL multiplex immunofluorescence assays for PR, PTEN, CD20, SMA and CTLA4, replicated several DSP findings, particularly when stratified by subtype and with compartment matching. In TCGA, RNA species linked to proteins associated with TSLB correlated strongly with a T cell exhaustion signature previously linked to poor prognosis among premenopausal women. These data support PPBC as a biologically coherent phenotype defined by TSLB and biomarker profile, with potential implications for prevention and therapy.
早发性乳腺癌(bc)的发病率已经增加,与延迟生育的上升趋势平行。我们假设,一种独特的产后BC亚型(PPBC),可通过产后时间(TSLB)和生物标志物表达来识别,促成了这一趋势。我们应用GeoMx数字空间分析(DSP)测量了年轻女性BC研究中年龄≤40岁女性的640个BC中TSLB与71个蛋白质之间的关系。我们使用单变量线性回归和多变量切片逆回归分析数据,以解释生物标志物之间的高阶相互作用。在富含角蛋白的片段中,PR (p = 1.00x10-4)和PTEN (p = 1.00x10-3)与较长的TSLB相关;多变量分析显示GZMB (p = 4.00X10-4)、SMA (1.00X10-4)和NF-1 (p = 1.00X10-3)呈正相关。在角蛋白不良片段中,PR (p = 2.00x10-4)和PTEN (p = 1.00x10-3)呈单变量显著正相关,而CD20 (p = 3.00x10-4)和CTLA4 (p = 4.00x10-5)呈负相关;纤维连接蛋白(p = 3.00x10-5)和泛akt蛋白(p = 1.00x10-3)呈多变量显著相关。在调整多重比较和BC分子亚型后,相关性仍然存在。包括PR、PTEN和CD20在内的相关性在TSLB最短的女性中最强。OPAL多重免疫荧光检测PR、PTEN、CD20、SMA和CTLA4,重复了几个DSP的发现,特别是按亚型分层和室匹配时。在TCGA中,与TSLB相关蛋白相关的RNA物种与先前与绝经前妇女预后不良相关的T细胞衰竭特征密切相关。这些数据支持PPBC是由TSLB和生物标志物特征定义的生物学上一致的表型,具有潜在的预防和治疗意义。
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引用次数: 0
Sex steroid hormones, gonadotropins and risk of testicular germ cell tumors: results from the STEED study 性类固醇激素、促性腺激素和睾丸生殖细胞肿瘤的风险:来自STEED研究的结果
Pub Date : 2025-12-31 DOI: 10.1093/jnci/djaf376
Zeni Wu, Aika Wojt, Britton Trabert, Andrea A Almeida, Nader Rifai, Frank Z Stanczyk, Barry I Graubard, Katherine A Mcglynn
Background Testicular germ cell tumors (TGCT) are thought to be endocrine-related. The hypothesis, however, has not been thoroughly investigated. As a result, pre-diagnostic serum samples from the U.S. Servicemen’s Testicular Tumor Environmental and Endocrine Determinants (STEED) were analyzed to assess the relationship of hormones and gonadotropins to TGCT risk. Methods The study included 517 men who subsequently developed TGCT and 790 comparison men. The hormones/gonadotropins examined included testosterone, estradiol, sex-hormone binding globulin (SHBG), 5α-androstane-3α,17β-diol glucuronide (3α-diol G), follicle-stimulating hormone (FSH) and luteinizing hormone (LH). Adjusted odds ratios (OR) and 95% confidence intervals (CI) were estimated using logistic regression. Analyses stratified by histology (seminoma, nonseminoma) were also conducted. Results Compared to men in the middle quintile of LH concentrations, men with the lowest concentrations had an increased risk of TGCT (OR 1.88, 95% CI 1.31-2.70), as did men with FSH concentrations in the lowest (OR 1.77, 95% CI 1.21-2.60) and highest quintiles (OR 2.20, 95% CI 1.53-3.17). An increased risk of seminoma was found with both low and high LH, and high FSH, while an increased risk of nonseminoma was found with low LH, and both low and high FSH. Decreased levels of 3α-diol G were associated with increased risk of seminoma (OR 1.65, 95%CI 1.02-2.67). Conclusion These results suggest that gonadotropin disruption may be a critical event in the development of TGCT. Further examination of upstream and downstream metabolites in the hormone pathways may help elucidate the underlying mechanism that distinguishes men who develop TGCT from men who do not.
背景睾丸生殖细胞肿瘤(TGCT)被认为与内分泌有关。然而,这一假设尚未得到彻底的调查。因此,分析了美国军人睾丸肿瘤环境和内分泌决定因素(STEED)的诊断前血清样本,以评估激素和促性腺激素与TGCT风险的关系。方法纳入517例TGCT患者和790例对照患者。检测的激素/促性腺激素包括睾酮、雌二醇、性激素结合球蛋白(SHBG)、5α-雄烷-3α、17β-二醇葡萄糖醛酸(3α-二醇G)、促卵泡激素(FSH)和黄体生成素(LH)。校正优势比(OR)和95%置信区间(CI)使用逻辑回归估计。按组织学(精原细胞瘤和非精原细胞瘤)分层进行分析。结果:与处于LH浓度中间五分位数的男性相比,最低浓度的男性TGCT风险增加(OR 1.88, 95% CI 1.31-2.70), FSH浓度最低(OR 1.77, 95% CI 1.21-2.60)和最高五分位数(OR 2.20, 95% CI 1.53-3.17)的男性TGCT风险增加。低LH和高LH以及高FSH的患者发生精原细胞瘤的风险增加,而低LH和低FSH和高FSH的患者发生非精原细胞瘤的风险增加。3α-二醇G水平降低与精原细胞瘤风险增加相关(OR 1.65, 95%CI 1.02-2.67)。结论促性腺激素紊乱可能是TGCT发生的关键因素。进一步检查激素通路中的上游和下游代谢物可能有助于阐明区分TGCT男性与非TGCT男性的潜在机制。
{"title":"Sex steroid hormones, gonadotropins and risk of testicular germ cell tumors: results from the STEED study","authors":"Zeni Wu, Aika Wojt, Britton Trabert, Andrea A Almeida, Nader Rifai, Frank Z Stanczyk, Barry I Graubard, Katherine A Mcglynn","doi":"10.1093/jnci/djaf376","DOIUrl":"https://doi.org/10.1093/jnci/djaf376","url":null,"abstract":"Background Testicular germ cell tumors (TGCT) are thought to be endocrine-related. The hypothesis, however, has not been thoroughly investigated. As a result, pre-diagnostic serum samples from the U.S. Servicemen’s Testicular Tumor Environmental and Endocrine Determinants (STEED) were analyzed to assess the relationship of hormones and gonadotropins to TGCT risk. Methods The study included 517 men who subsequently developed TGCT and 790 comparison men. The hormones/gonadotropins examined included testosterone, estradiol, sex-hormone binding globulin (SHBG), 5α-androstane-3α,17β-diol glucuronide (3α-diol G), follicle-stimulating hormone (FSH) and luteinizing hormone (LH). Adjusted odds ratios (OR) and 95% confidence intervals (CI) were estimated using logistic regression. Analyses stratified by histology (seminoma, nonseminoma) were also conducted. Results Compared to men in the middle quintile of LH concentrations, men with the lowest concentrations had an increased risk of TGCT (OR 1.88, 95% CI 1.31-2.70), as did men with FSH concentrations in the lowest (OR 1.77, 95% CI 1.21-2.60) and highest quintiles (OR 2.20, 95% CI 1.53-3.17). An increased risk of seminoma was found with both low and high LH, and high FSH, while an increased risk of nonseminoma was found with low LH, and both low and high FSH. Decreased levels of 3α-diol G were associated with increased risk of seminoma (OR 1.65, 95%CI 1.02-2.67). Conclusion These results suggest that gonadotropin disruption may be a critical event in the development of TGCT. Further examination of upstream and downstream metabolites in the hormone pathways may help elucidate the underlying mechanism that distinguishes men who develop TGCT from men who do not.","PeriodicalId":501635,"journal":{"name":"Journal of the National Cancer Institute","volume":"46 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145893998","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
Differential censoring in overall survival in phase 3 oncology clinical trials. 3期肿瘤临床试验中总生存期的差异筛选。
Pub Date : 2025-12-27 DOI: 10.1093/jnci/djaf378
Eric J Hsu,Alexander D Sherry,Timothy A Lin,Joseph Abi Jaoude,Ramez Kouzy,Zachary Mccaw,Tomer Meirson,Pavlos Msaouel,Ethan B Ludmir
In phase 3 oncology clinical trials, identifying and understanding potential sources of differential censoring (DC), which describes censoring imbalance between treatment arms, in overall survival (OS) endpoints is vital to reduce bias and misinterpretation of OS benefit. Among 322 trials, 34 (11%) trials exhibited DC overrepresented in the control arm (DCC). Compared to trials without DC or those with DC overrepresented in the experimental arm (DCE), trials with DCC showed higher rates of OS benefit (56% vs 32%; odds ratio [OR] 2.26, 95% CI 1.04-4.90; P=.04) and were associated with patient withdrawal (median 8.0% vs 3.8%; P=.0002), lack of double blinding (15% vs 48%, OR 0.19, 95% CI 0.06-0.56; P=.003), and better global quality of life in the experimental arm (32% vs 13%, OR 3.01, 95% CI 1.26-7.19; P=.01). OS DCC is a prominent challenge that requires rigorous trial design and comprehensive patient and mortality follow-up to reduce bias in interpreting OS benefit.
在3期肿瘤学临床试验中,识别和理解总生存期(OS)终点差异审查(DC)的潜在来源(DC描述了治疗组之间的审查不平衡)对于减少对OS益处的偏见和误解至关重要。在322项试验中,34项(11%)试验显示DC在对照组(DCC)中过度代表。与没有DC的试验或实验组中DC过度代表的试验(DCE)相比,DCC的试验显示出更高的OS获益率(56% vs 32%;比值比[or] 2.26, 95% CI 1.04-4.90; P= 0.04),并且与患者戒断(中位数8.0% vs 3.8%; P= 0.0002)、缺乏双盲(15% vs 48%, or 0.19, 95% CI 0.06-0.56; P= 0.003)以及实验组中更好的总体生活质量(32% vs 13%, or 3.01, 95% CI 1.26-7.19; P= 0.01)相关。OS DCC是一个突出的挑战,需要严格的试验设计和全面的患者和死亡率随访,以减少解释OS获益的偏倚。
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引用次数: 0
Addressing algorithmic bias in lung cancer screening eligibility 解决肺癌筛查资格的算法偏差
Pub Date : 2025-12-24 DOI: 10.1093/jnci/djaf298
Adoma Manful, Sarah Mercaldo, Jeffrey D Blume, Melinda C Aldrich
Background The United States Preventive Services Task Force (USPSTF) lung cancer screening eligibility guidelines and proposed risk models have been developed using data predominantly from White populations. Studies show that these eligibility strategies perform inconsistently across racially diverse populations, suggesting evidence of algorithmic bias. We assessed several lung cancer screening eligibility strategies and explored how algorithmic bias can be resolved to improve equity in eligibility. Methods Using the Southern Community Cohort Study, a large US study of predominantly Black/African American (AA) individuals, we evaluated the performance of eight existing lung cancer screening eligibility strategies (USPSTF 2021, American Cancer Society 2023 recommendations, USPSTFSmokeDuration, PLCOm2012, PLCOm2012NoRace, PLCOm2012Update, LCRAT, and LCDRAT) and two new race-aware strategies proposed by our team (USPSTFRaceSpecific and PLCOm2012RaceSpecific). Results Among 52,667 adults (65% Black/AA, 31% White, 4% Multiracial/Other) with a smoking history, 1,689 developed lung cancer over 15 years. Almost all screening strategies identified fewer Black/AA participants who developed lung cancer as eligible for screening versus their White counterparts (SensitivityBlack/AA 0.46-0.73 vs SensitivityWhite: 0.72-0.80). Racial eligibility disparities were not resolved by removing race, removing the ‘years since quit’ criterion, or using uniform risk-thresholds. Replacing pack-years with smoke duration improved equity but overinflated the false positive rate (FPRBlack/AA: 0.71; FPRWhite: 0.61). Instead, race-aware approaches that tailored eligibility thresholds by race yielded the best sensitivity-specificity trade-off and minimized inequities (SensitivityBlack/AA: 0.71-0.73 vs SensitivityWhite: 0.72-0.74; FPRBlack/AA: 0.49-0.50; FPRWhite: 0.50-0.53). Conclusion Our findings suggest that race-aware approaches are necessary to address algorithmic bias and ensure equitable opportunities for lung cancer screening.
美国预防服务工作组(USPSTF)肺癌筛查资格指南和建议的风险模型主要使用来自白人人群的数据。研究表明,这些资格策略在不同种族的人群中表现不一致,这表明存在算法偏见的证据。我们评估了几种肺癌筛查资格策略,并探讨了如何解决算法偏差以提高资格的公平性。方法:采用美国南部社区队列研究(一项主要针对黑人/非裔美国人的大型研究),我们评估了八种现有肺癌筛查资格策略(USPSTF 2021,美国癌症协会2023建议,USPSTF吸烟持续时间,PLCOm2012, PLCOm2012NoRace, PLCOm2012Update, LCRAT和LCDRAT)的表现以及我们团队提出的两种新的种族意识策略(USPSTFRaceSpecific和PLCOm2012RaceSpecific)。结果在52,667名有吸烟史的成年人(65%黑人/AA, 31%白人,4%多种族/其他)中,1,689人在15年内发生肺癌。几乎所有的筛查策略都表明,与白人相比,较少的黑人/AA参与者有资格进行肺癌筛查(SensitivityBlack/AA: 0.46-0.73 vs SensitivityWhite: 0.72-0.80)。消除种族、取消“戒烟年限”标准或使用统一的风险阈值并不能解决种族资格差异。用吸烟持续时间代替包年改善了公平性,但高估了假阳性率(FPRBlack/AA: 0.71; FPRWhite: 0.61)。相反,根据种族定制资格阈值的种族意识方法产生了最佳的敏感性-特异性权衡和最小化的不平等(sensitivity-specificity: 0.71-0.73 vs sensitivity- white: 0.72-0.74; FPRBlack/AA: 0.49-0.50; FPRWhite: 0.50-0.53)。我们的研究结果表明,种族意识方法对于解决算法偏见和确保肺癌筛查的公平机会是必要的。
{"title":"Addressing algorithmic bias in lung cancer screening eligibility","authors":"Adoma Manful, Sarah Mercaldo, Jeffrey D Blume, Melinda C Aldrich","doi":"10.1093/jnci/djaf298","DOIUrl":"https://doi.org/10.1093/jnci/djaf298","url":null,"abstract":"Background The United States Preventive Services Task Force (USPSTF) lung cancer screening eligibility guidelines and proposed risk models have been developed using data predominantly from White populations. Studies show that these eligibility strategies perform inconsistently across racially diverse populations, suggesting evidence of algorithmic bias. We assessed several lung cancer screening eligibility strategies and explored how algorithmic bias can be resolved to improve equity in eligibility. Methods Using the Southern Community Cohort Study, a large US study of predominantly Black/African American (AA) individuals, we evaluated the performance of eight existing lung cancer screening eligibility strategies (USPSTF 2021, American Cancer Society 2023 recommendations, USPSTFSmokeDuration, PLCOm2012, PLCOm2012NoRace, PLCOm2012Update, LCRAT, and LCDRAT) and two new race-aware strategies proposed by our team (USPSTFRaceSpecific and PLCOm2012RaceSpecific). Results Among 52,667 adults (65% Black/AA, 31% White, 4% Multiracial/Other) with a smoking history, 1,689 developed lung cancer over 15 years. Almost all screening strategies identified fewer Black/AA participants who developed lung cancer as eligible for screening versus their White counterparts (SensitivityBlack/AA 0.46-0.73 vs SensitivityWhite: 0.72-0.80). Racial eligibility disparities were not resolved by removing race, removing the ‘years since quit’ criterion, or using uniform risk-thresholds. Replacing pack-years with smoke duration improved equity but overinflated the false positive rate (FPRBlack/AA: 0.71; FPRWhite: 0.61). Instead, race-aware approaches that tailored eligibility thresholds by race yielded the best sensitivity-specificity trade-off and minimized inequities (SensitivityBlack/AA: 0.71-0.73 vs SensitivityWhite: 0.72-0.74; FPRBlack/AA: 0.49-0.50; FPRWhite: 0.50-0.53). Conclusion Our findings suggest that race-aware approaches are necessary to address algorithmic bias and ensure equitable opportunities for lung cancer screening.","PeriodicalId":501635,"journal":{"name":"Journal of the National Cancer Institute","volume":"13 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145847230","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
Impact of KRAS codon-specific mutations on survival in metastatic CRC on trifluridine-tipiracil with/without bevacizumab KRAS密码子特异性突变对加/不加贝伐单抗的trifluriddine -tipiracil治疗转移性结直肠癌患者生存的影响
Pub Date : 2025-12-24 DOI: 10.1093/jnci/djaf385
Giulia Maddalena, Ymke van der Pol, Oscar E Villarreal, Oluwadara Coker, Hey Min Lee, Zach Rivers, Wendy Covert, Stacy Diao, Sara Lonardi, Jane E Rogers, Arvind Dasari, Justin Guinney, Scott Kopetz, Kanwal Raghav
Background Clinical benefit from later lines of therapy in metastatic colorectal cancer (mCRC) is limited. Patient selection for treatment is crucial for optimal risk-benefit evaluation. Codon-specific KRAS mutations have been implicated as predictive biomarkers for efficacy of trifluridine/tipiracil (TAS-102). However, their predictive impact for TAS-102 plus Bevacizumab (TAS-Bev), the new standard of care in mCRC, is unknown. Methods This large patient-based, real-world, retrospective cohort study of mCRC patients who received TAS-102 alone or in combination with bevacizumab between January 1, 2020 and March 1, 2023. A sensitivity analysis was performed in two independent cohorts from MD Anderson Cancer Center, Houston, TX and Tempus, AI, Inc., Chicago, IL, prior to polling the data together. Results A total of 946 mCRC patients were evaluated; KRAS was mutated in 57.8% cases, 39.4% involving G12 codon and 9.8% G13. We found no association of KRAS-G12 mutations with overall survival (HR = 1.1; 95%CI : 0.90–1.25; p = .441) on TAS-102 contradicting the reported predictive impact of these biomarkers. Moreover, we reported inferior OS for KRAS-G13 mutant patients (HR = 1.3; 95%CI : 1.02–1.69; p = .045). On TAS-Bev, no association was found between KRAS-G12 (HR = 0.8; 95%CI : 0.59-1.11; p = .188) or KRAS-G13 (HR = 1.66; 95%CI : 0.99–2.79, p = .072) mutations and overall survival. Conclusions In conclusion, no significant associations between KRAS-G12 and overall survival were found for TAS-102 or TAS-Bev. Further research is needed to assess the impact of these mutations on combined TAS-Bev therapy prior to any clinical application.
背景:转移性结直肠癌(mCRC)后期治疗的临床获益有限。患者选择治疗方案对于最佳风险-收益评估至关重要。密码子特异性KRAS突变已被认为是trifluridine/tipiracil疗效的预测性生物标志物(TAS-102)。然而,它们对TAS-102联合贝伐单抗(TAS-Bev) (mCRC的新护理标准)的预测影响尚不清楚。该研究是一项大型的、真实的、基于患者的回顾性队列研究,研究对象是在2020年1月1日至2023年3月1日期间接受TAS-102单独或联合贝伐单抗治疗的mCRC患者。在对数据进行民意调查之前,对来自德克萨斯州休斯顿的MD安德森癌症中心和伊利诺伊州芝加哥的Tempus, AI, Inc.的两个独立队列进行敏感性分析。结果共评估946例mCRC患者;KRAS突变占57.8%,其中G12密码子占39.4%,G13密码子占9.8%。我们发现KRAS-G12突变与TAS-102的总生存率(HR = 1.1; 95%CI: 0.90-1.25; p = .441)没有关联,这与报道的这些生物标志物的预测作用相矛盾。此外,我们报道KRAS-G13突变患者的OS较差(HR = 1.3; 95%CI: 1.02-1.69; p = 0.045)。在TAS-Bev上,没有发现KRAS-G12 (HR = 0.8; 95%CI: 0.59-1.11; p = 0.188)或KRAS-G13 (HR = 1.66; 95%CI: 0.99-2.79, p = 0.072)突变与总生存率之间的关联。综上所述,TAS-102或TAS-Bev的KRAS-G12与总生存期无显著相关性。在任何临床应用之前,需要进一步的研究来评估这些突变对TAS-Bev联合治疗的影响。
{"title":"Impact of KRAS codon-specific mutations on survival in metastatic CRC on trifluridine-tipiracil with/without bevacizumab","authors":"Giulia Maddalena, Ymke van der Pol, Oscar E Villarreal, Oluwadara Coker, Hey Min Lee, Zach Rivers, Wendy Covert, Stacy Diao, Sara Lonardi, Jane E Rogers, Arvind Dasari, Justin Guinney, Scott Kopetz, Kanwal Raghav","doi":"10.1093/jnci/djaf385","DOIUrl":"https://doi.org/10.1093/jnci/djaf385","url":null,"abstract":"Background Clinical benefit from later lines of therapy in metastatic colorectal cancer (mCRC) is limited. Patient selection for treatment is crucial for optimal risk-benefit evaluation. Codon-specific KRAS mutations have been implicated as predictive biomarkers for efficacy of trifluridine/tipiracil (TAS-102). However, their predictive impact for TAS-102 plus Bevacizumab (TAS-Bev), the new standard of care in mCRC, is unknown. Methods This large patient-based, real-world, retrospective cohort study of mCRC patients who received TAS-102 alone or in combination with bevacizumab between January 1, 2020 and March 1, 2023. A sensitivity analysis was performed in two independent cohorts from MD Anderson Cancer Center, Houston, TX and Tempus, AI, Inc., Chicago, IL, prior to polling the data together. Results A total of 946 mCRC patients were evaluated; KRAS was mutated in 57.8% cases, 39.4% involving G12 codon and 9.8% G13. We found no association of KRAS-G12 mutations with overall survival (HR = 1.1; 95%CI : 0.90–1.25; p = .441) on TAS-102 contradicting the reported predictive impact of these biomarkers. Moreover, we reported inferior OS for KRAS-G13 mutant patients (HR = 1.3; 95%CI : 1.02–1.69; p = .045). On TAS-Bev, no association was found between KRAS-G12 (HR = 0.8; 95%CI : 0.59-1.11; p = .188) or KRAS-G13 (HR = 1.66; 95%CI : 0.99–2.79, p = .072) mutations and overall survival. Conclusions In conclusion, no significant associations between KRAS-G12 and overall survival were found for TAS-102 or TAS-Bev. Further research is needed to assess the impact of these mutations on combined TAS-Bev therapy prior to any clinical application.","PeriodicalId":501635,"journal":{"name":"Journal of the National Cancer Institute","volume":"20 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145844743","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
Making human derived data FAIR: feedback from NCI office of data sharing workshop 使人类衍生数据公平:来自NCI数据共享工作坊办公室的反馈
Pub Date : 2025-12-23 DOI: 10.1093/jnci/djaf379
Mousumi Ghosh, Ying Huang, Heather K Basehore, Nathaniel H Boyd, Joseph A Flores-Toro, Subhashini Jagu, Freddie Pruitt, Brandon J Wright, Jaime M Guidry Auvil, Emily S Boja
The US federal government is committed to maximizing its return on biomedical research investment. This tenet is exemplified by policies that promote broad, responsible sharing of research products generated with public funds, including the recent National Institutes of Health (NIH) Final Data Management and Sharing (DMS) Policy and the NIH Updated Public Access Policy. Scientific data management and sharing must occur in a FAIR (findable, accessible, interoperable and reusable) manner for it to be broadly usable and thereby most impactful [1,2]. The NCI Office of Data Sharing (ODS) conducted a series of workshops to identify clinical features and profiles derived from patients and study participants that inform these respective basic, translational, clinical, and populational science research analyses. The workshop outputs lay the groundwork for developing best practice recommendations on high-value, impactful clinical data features to collect and share with the wider research community. The workshop also highlighted additional data types and methodologies represented across the NCI-funded research portfolio that need structured outputs to be better defined to similarly allow broad sharing in a FAIR manner. In this article we summarize the workshop discussions on data use challenges, present potential solutions, and outline attendee consensus on the minimum patient-derived clinical information needed to complete a wide spectrum of cancer research. We further propose preliminary guidance for policymakers and researchers to implement regarding collection and management of human derived clinical data in consistent and impactful ways that can improve the sharing process and outcomes for data end users.
美国联邦政府致力于使生物医学研究投资的回报最大化。这一原则体现在促进广泛、负责任地共享由公共资金产生的研究产品的政策上,包括最近的美国国立卫生研究院(NIH)最终数据管理和共享(DMS)政策和NIH更新的公共获取政策。科学数据的管理和共享必须以公平(可查找、可访问、可互操作和可重用)的方式进行,这样才能广泛使用,从而产生最大的影响[1,2]。NCI数据共享办公室(ODS)举办了一系列研讨会,以确定来自患者和研究参与者的临床特征和概况,为各自的基础、转化、临床和人口科学研究分析提供信息。研讨会的成果为制定关于高价值、有影响力的临床数据特征的最佳实践建议奠定了基础,以便收集和与更广泛的研究界分享。研讨会还强调了nci资助的研究组合中所代表的其他数据类型和方法,这些数据类型和方法需要更好地定义结构化的产出,以便同样能够以公平的方式广泛共享。在这篇文章中,我们总结了研讨会上关于数据使用挑战的讨论,提出了潜在的解决方案,并概述了与会者就完成广泛癌症研究所需的最小患者来源临床信息达成的共识。我们进一步为政策制定者和研究人员提供初步指导,以一致和有效的方式收集和管理人类临床数据,从而改善数据最终用户的共享过程和结果。
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Journal of the National Cancer Institute
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