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Anti-IL-6R Ab tocilizumab to treat paraneoplastic inflammatory syndrome of solid cancers. 抗il - 6r Ab tocilizumab治疗实体癌的副肿瘤炎症综合征。
IF 7.1 2区 医学 Q1 ONCOLOGY Pub Date : 2025-01-03 DOI: 10.1016/j.esmoop.2024.104088
J-Y Blay, M Brahmi, A Dufresne, A Swalduz, V Avrillon, S Assaad, C Decroisette, B Mastroianni, M Dupont, F Bourbotte-Salmon, I Ray-Coquard, P Meeus, A Dutour, M Castets, M Perol, P Heudel

Background: Paraneoplastic inflammatory syndrome (PIS) with fever and biological inflammation is a rare but severe condition often caused by the systemic production of interleukin 6 (IL-6) by cancer cells. We report on the efficacy of tocilizumab, an anti-IL-6 receptor antibody, in 35 patients with severe PIS.

Patients and methods: All 35 patients with solid cancers (sarcomas, lung carcinoma, and breast carcinoma) diagnosed with a PIS from 2019 to 2024 treated with tocilizumab were analyzed in this single-center study (health authorities' approval R201-004-478). Patients' characteristics and clinical and biological effects of tocilizumab administration are presented.

Results: Thirty-five (97%) patients had paraneoplastic fever. The median performance status (PS) was 2 (range 1-4). Forty percent of patients had lost 10% of body weight. All had increased serum C-reactive protein (CRP) levels (median 212 mg/l), and 74% and 48% had increased polymorphonuclear leukocyte (PMN) and platelet counts, respectively. Ninety-four percent had inflammatory anemia. Tocilizumab was given once in 23 (66%) patients and more than once in 12 patients. All patients experienced resolution of paraneoplastic fever, and 11 (31%) had improved PS. CRP, PMN, and platelet count decreases were observed in 100%, 85%, and 94% of patients, respectively. Seventy-seven percent of patients had increased hemoglobin levels. CRP and inflammatory symptoms often relapsed 4-6 weeks after tocilizumab in patients receiving only one injection.

Conclusions: Tocilizumab is an efficient treatment for severe PIS providing significant improvement in clinical symptoms and biological abnormalities.

背景:伴随发热和生物炎症的副肿瘤炎症综合征(PIS)是一种罕见但严重的疾病,通常由癌细胞全身产生白细胞介素6 (IL-6)引起。我们报告了tocilizumab(一种抗il -6受体抗体)在35例严重PIS患者中的疗效。患者和方法:在这项单中心研究(卫生当局批准R201-004-478)中,分析了2019年至2024年接受tocilizumab治疗的所有35例确诊为PIS的实体癌(肉瘤、肺癌和乳腺癌)患者。介绍托珠单抗给药的患者特点及临床和生物学效应。结果:35例(97%)患者出现副肿瘤性发热。中位表现状态(PS)为2(范围1-4)。40%的患者体重下降了10%。所有患者血清c反应蛋白(CRP)水平均升高(中位数为212 mg/l), 74%和48%的患者多形核白细胞(PMN)和血小板计数分别升高。94%的人患有炎症性贫血。23例(66%)患者使用一次Tocilizumab, 12例患者使用一次以上。所有患者的副肿瘤性发热均得到缓解,11例(31%)患者的PS得到改善。CRP、PMN和血小板计数分别在100%、85%和94%的患者中下降。77%的患者血红蛋白水平升高。仅接受一次注射的患者,在托珠单抗后4-6周,CRP和炎症症状经常复发。结论:Tocilizumab是严重PIS的有效治疗方法,可显著改善临床症状和生物学异常。
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引用次数: 0
Ethnic origin in cancer clinical trials: overrated or understated? A comprehensive analysis of cancer clinical trials leading to FDA and EMA approvals between 2020 and 2022. 癌症临床试验中的种族起源:高估还是低估?2020年至2022年期间FDA和EMA批准的癌症临床试验的综合分析。
IF 7.1 2区 医学 Q1 ONCOLOGY Pub Date : 2025-01-03 DOI: 10.1016/j.esmoop.2024.104093
H C Puhr, E C Winkler, M Preusser

Background: Ethnic diversity in cancer clinical trials is essential to ensure that therapeutic advances are equitable and broadly applicable in multicultural societies. Yet, missing consensus on the documentation of ethnic origin, partially based on the complexity of the terminology and fear of discrimination, leads to suboptimal patient management of minority populations. Additionally, eligibility criteria, such as stringent laboratory cut-offs, often fail to account for variations across ethnic groups, potentially excluding patients without evidence-based justification.

Patients and methods: This analysis addresses this issue by investigating ethnic diversity in clinical trials that led to European Medicines Agency (EMA) and Food and Drug Administration (FDA) approvals between 2020 and 2022. Trials were identified from FDA and EMA databases, and available protocols and full-text publications were reviewed for documentation of ethnic background and eligibility criteria for organ function (bone marrow, liver, and renal). Descriptive statistics were applied to summarize the findings.

Results: Of the 56 trials analyzed, only two-thirds of primary result publications included information on ethnic origin. Caucasian and Asian groups were documented in most of those trials and also had the highest percentages of participants across trials, while other ethnic subgroups were less frequently documented and only made up a small proportion of trial participants. Eligibility criteria often set strict organ function cut-offs that did not consider variations among ethnic groups, potentially excluding minorities. The Cockcroft-Gault formula was frequently used to assess kidney function, despite its known limitations for multiethnic cohorts.

Conclusions: Ethnic homogenous participants and eligibility criteria that favor majority groups limit the applicability of findings in diverse populations, leading to inadequate patient management. While United States guidelines encourage inclusivity, similar recommendations are lacking in Europe. Thus European regulatory authorities, research organizations, and patient advocates should establish guidelines to improve ethnic diversity in cancer clinical trials, aligning research practices with the increasingly multicultural composition of European societies.

背景:癌症临床试验中的种族多样性对于确保治疗进展的公平性和广泛适用于多元文化社会至关重要。然而,对种族起源的文件缺乏共识,部分基于术语的复杂性和对歧视的恐惧,导致少数民族人口的患者管理不理想。此外,资格标准,如严格的实验室截止,往往不能解释不同种族群体的差异,可能会排除没有证据证明的患者。患者和方法:本分析通过调查2020年至2022年期间欧洲药品管理局(EMA)和食品药物管理局(FDA)批准的临床试验中的种族多样性来解决这一问题。从FDA和EMA数据库中确定了试验,并审查了可用的方案和全文出版物,以记录种族背景和器官功能(骨髓、肝脏和肾脏)的资格标准。运用描述性统计对研究结果进行总结。结果:在分析的56项试验中,只有三分之二的主要结果出版物包含了种族起源的信息。高加索人和亚洲人在大多数试验中都有记录,并且在所有试验中参与者的比例也最高,而其他种族亚组的记录较少,只占试验参与者的一小部分。资格标准通常设定严格的器官功能界限,不考虑种族群体之间的差异,可能将少数民族排除在外。Cockcroft-Gault公式经常用于评估肾功能,尽管它在多种族队列中存在已知的局限性。结论:种族同质的参与者和有利于多数群体的资格标准限制了研究结果在不同人群中的适用性,导致患者管理不足。虽然美国的指导方针鼓励包容性,但欧洲缺乏类似的建议。因此,欧洲监管机构、研究组织和患者权益倡导者应该制定指导方针,以改善癌症临床试验中的种族多样性,使研究实践与欧洲社会日益多元文化的构成保持一致。
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引用次数: 0
Unraveling the complexity of HRD assessment in ovarian cancer by combining genomic and functional approaches: translational analyses of MITO16-MaNGO-OV-2 trial. 结合基因组和功能方法揭示卵巢癌HRD评估的复杂性:MITO16-MaNGO-OV-2试验的翻译分析
IF 7.1 2区 医学 Q1 ONCOLOGY Pub Date : 2025-01-03 DOI: 10.1016/j.esmoop.2024.104091
B Pellegrino, E D Capoluongo, M Bagnoli, L Arenare, D Califano, G Scambia, S C Cecere, E M Silini, G L Scaglione, A Spina, G Tognon, N Campanini, C Pisano, D Russo, A Pettinato, P Scollo, R Iemmolo, L De Cecco, A Musolino, S Marchini, L Beltrame, L Paracchini, F Perrone, D Mezzanzanica, S Pignata

Background: Ovarian cancer (OvC) constitutes significant management challenges primarily due to its late-stage diagnosis and the development of resistance to chemotherapy. The standard treatment regimen typically includes carboplatin and paclitaxel, with the addition of poly (ADP-ribose) polymerase inhibitors for patients with high-grade serous ovarian cancer (HGSOC) harboring BRCA1/2 mutations. However, the variability in treatment responses suggests the need to investigate factors beyond BRCA1/2 mutations, such as DNA repair mechanisms and epigenetic alterations. Notably, homologous recombination repair deficiency (HRD) is observed in an additional 20% of HGSOC cases, indicating a broader spectrum of DNA repair defects. Existing commercial HRD assays have certain limitations, prompting a global effort to develop new genomic and functional tests through academic research.

Materials and methods: This study investigates, in the 187 high-grade serous and endometrioid tumors from the MITO16/MaNGO-OV-2 trial, academic HRD genomic tests in conjunction with a RAD51 immunofluorescence assay to assess functional activation of HRD. Additionally, the study incorporates analysis of microRNA-506 (miR-506) expression as a putative epigenetic effector.

Results: The RAD51 test identified HRD in 73% of the samples and genomic HRD testing in 57%, with HRD identified in 45% of samples by both tests. The significant discrepancy between the two assays emphasizes the need to refine tumor classification for HRD. A three-group genomic classification unveiled superior progression-free survival (PFS) in high- and mild-HRD tumors compared with negative-HRD tumors. High concordance between RAD51 and genomic testing in high-HRD tumors suggests a subset of 'super-HRD' tumors exhibiting superior PFS. High expression of miR-506 may be used to further refine HRD status.

Conclusions: The study underscores the complexities of HRD assessment and advocates for a combined genomic and functional approach to enhance predictive accuracy in OvC treatment responses.

背景:卵巢癌(OvC)主要由于其晚期诊断和化疗耐药的发展,构成了重大的管理挑战。对于BRCA1/2突变的高级别浆液性卵巢癌(HGSOC)患者,标准治疗方案通常包括卡铂和紫杉醇,并添加聚(adp -核糖)聚合酶抑制剂。然而,治疗反应的可变性表明需要研究BRCA1/2突变以外的因素,如DNA修复机制和表观遗传改变。值得注意的是,同源重组修复缺陷(HRD)在另外20%的HGSOC病例中被观察到,这表明DNA修复缺陷的范围更广。现有的商业HRD检测有一定的局限性,促使全球努力通过学术研究开发新的基因组和功能检测。材料和方法:本研究调查了来自MITO16/MaNGO-OV-2试验的187例高级别浆液性和子宫内膜样肿瘤,学术HRD基因组检测结合RAD51免疫荧光测定来评估HRD的功能激活。此外,该研究还分析了microRNA-506 (miR-506)表达作为一种假定的表观遗传效应。结果:RAD51检测在73%的样本中发现了HRD,基因组HRD检测在57%的样本中发现了HRD,两种检测在45%的样本中发现了HRD。两种检测方法之间的显著差异强调了对HRD进行肿瘤分类的必要性。一项三组基因组分类显示,与阴性hrd肿瘤相比,高hrd和轻度hrd肿瘤的无进展生存期(PFS)更高。在高hrd肿瘤中,RAD51和基因组检测之间的高度一致性表明,“超级hrd”肿瘤子集表现出更高的PFS。miR-506的高表达可能用于进一步改善HRD状态。结论:该研究强调了HRD评估的复杂性,并提倡结合基因组和功能方法来提高OvC治疗反应的预测准确性。
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引用次数: 0
Longer survival with precision medicine in late-stage cancer patients. 在晚期癌症患者中使用精准药物延长生存期。
IF 7.1 2区 医学 Q1 ONCOLOGY Pub Date : 2025-01-03 DOI: 10.1016/j.esmoop.2024.104089
C K Mapendano, A K Nøhr, M Sønderkær, A Pagh, A Carus, T Lörincz, C A Haslund, L Ø Poulsen, A Ernst, J S Bødker, S C Dahl, L Sunde, A H Brügmann, C Vesteghem, I S Pedersen, M Ladekarl

Background: In a per-protocol analysis of molecularly profiled patients with treatment-refractory, end-stage cancer discussed at the National Molecular Tumor Board (NMTB), we aimed to assess the overall survival (OS) outcome of targeted treatment compared with no targeted treatment.

Materials and methods: Patients were prospectively included at a single oncological center. Whole exome and RNA sequencing (tumor-normal) were carried out, and cases were presented at the NMTB for discussion of targeted treatment. Treatment was available through a basket trial, by compassionate use or in early clinical trials.

Results: One hundred and ninety-six patients were included from 2020 to 2023. In all but three patients a driver variant was disclosed, while 42% had simultaneous affection of more than three oncogenic pathways. In 42% of patients a druggable target was identified but two-thirds did not receive the suggested treatment. The fraction of patients initiating treatment yearly rose from 8% to 22%. For patients treated (N = 30), the clinical benefit rate was 44% and median time on treatment was 3.5 months. Druggable targets were enriched in lung cancers, while patients receiving or not receiving targeted treatment had similar clinical characteristics. The median OS was longer for patients receiving targeted treatment (15 months), but similar for patients with no druggable target and suggested targeted treatment not initiated (5 and 6 months, respectively) (P = 0.004). In multivariate analysis, targeted treatment (hazard ratio 0.43, confidence interval 0.25-0.72), few metastatic sites, and adenocarcinoma histology were predictive of improved OS while alterations of the RTK/RAS pathway were prognostically unfavorable.

Conclusions: Tissue-agnostic targeted treatment based on molecular tumor profiling is possible in an increasing fraction of end-stage cancer patients. In those who receive targeted treatment, results strongly suggest a significant survival benefit.

背景:在国家分子肿瘤委员会(NMTB)讨论的一项针对难治性终末期癌症分子谱患者的方案分析中,我们旨在评估靶向治疗与无靶向治疗的总生存期(OS)结果。材料和方法:前瞻性地纳入单个肿瘤中心的患者。进行全外显子组和RNA测序(肿瘤-正常),并在NMTB上提交病例以讨论靶向治疗。治疗可通过一揽子试验、同情使用或早期临床试验获得。结果:2020 - 2023年共纳入196例患者。除3名患者外,所有患者都发现了驱动变异,而42%的患者同时影响3种以上的致癌途径。在42%的患者中发现了可药物靶点,但三分之二的患者没有接受建议的治疗。每年开始治疗的患者比例从8%上升到22%。在接受治疗的患者中(N = 30),临床获益率为44%,中位治疗时间为3.5个月。可药物靶点在肺癌中丰富,而接受或未接受靶向治疗的患者具有相似的临床特征。接受靶向治疗的患者的中位生存期更长(15个月),但没有可药物靶点和未开始建议靶向治疗的患者的中位生存期相似(分别为5个月和6个月)(P = 0.004)。在多因素分析中,靶向治疗(风险比0.43,置信区间0.25-0.72)、很少转移部位和腺癌组织学可预测OS改善,而RTK/RAS通路的改变对预后不利。结论:基于分子肿瘤谱的组织不可知靶向治疗在越来越多的终末期癌症患者中是可能的。在那些接受靶向治疗的患者中,结果强烈表明生存率显著提高。
{"title":"Longer survival with precision medicine in late-stage cancer patients.","authors":"C K Mapendano, A K Nøhr, M Sønderkær, A Pagh, A Carus, T Lörincz, C A Haslund, L Ø Poulsen, A Ernst, J S Bødker, S C Dahl, L Sunde, A H Brügmann, C Vesteghem, I S Pedersen, M Ladekarl","doi":"10.1016/j.esmoop.2024.104089","DOIUrl":"https://doi.org/10.1016/j.esmoop.2024.104089","url":null,"abstract":"<p><strong>Background: </strong>In a per-protocol analysis of molecularly profiled patients with treatment-refractory, end-stage cancer discussed at the National Molecular Tumor Board (NMTB), we aimed to assess the overall survival (OS) outcome of targeted treatment compared with no targeted treatment.</p><p><strong>Materials and methods: </strong>Patients were prospectively included at a single oncological center. Whole exome and RNA sequencing (tumor-normal) were carried out, and cases were presented at the NMTB for discussion of targeted treatment. Treatment was available through a basket trial, by compassionate use or in early clinical trials.</p><p><strong>Results: </strong>One hundred and ninety-six patients were included from 2020 to 2023. In all but three patients a driver variant was disclosed, while 42% had simultaneous affection of more than three oncogenic pathways. In 42% of patients a druggable target was identified but two-thirds did not receive the suggested treatment. The fraction of patients initiating treatment yearly rose from 8% to 22%. For patients treated (N = 30), the clinical benefit rate was 44% and median time on treatment was 3.5 months. Druggable targets were enriched in lung cancers, while patients receiving or not receiving targeted treatment had similar clinical characteristics. The median OS was longer for patients receiving targeted treatment (15 months), but similar for patients with no druggable target and suggested targeted treatment not initiated (5 and 6 months, respectively) (P = 0.004). In multivariate analysis, targeted treatment (hazard ratio 0.43, confidence interval 0.25-0.72), few metastatic sites, and adenocarcinoma histology were predictive of improved OS while alterations of the RTK/RAS pathway were prognostically unfavorable.</p><p><strong>Conclusions: </strong>Tissue-agnostic targeted treatment based on molecular tumor profiling is possible in an increasing fraction of end-stage cancer patients. In those who receive targeted treatment, results strongly suggest a significant survival benefit.</p>","PeriodicalId":11877,"journal":{"name":"ESMO Open","volume":"10 1","pages":"104089"},"PeriodicalIF":7.1,"publicationDate":"2025-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142926921","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Avoiding spurious comparison of cancer stage in organized and opportunistic breast screening in Switzerland. 在瑞士有组织的和机会性的乳房筛查中避免癌症阶段的虚假比较。
IF 7.1 2区 医学 Q1 ONCOLOGY Pub Date : 2025-01-03 DOI: 10.1016/j.esmoop.2024.104104
J-L Bulliard, K Brändle
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引用次数: 0
Ten-year update of HOBOE phase III trial comparing triptorelin plus either tamoxifen or letrozole or zoledronic acid + letrozole in premenopausal hormone receptor-positive early breast cancer patients. 十年更新的HOBOE三期试验比较雷普利林加他莫昔芬或来曲唑或唑来膦酸加来曲唑治疗绝经前激素受体阳性早期乳腺癌患者。
IF 7.1 2区 医学 Q1 ONCOLOGY Pub Date : 2025-01-03 DOI: 10.1016/j.esmoop.2024.104085
A Gravina, P Gargiulo, M De Laurentiis, L Arenare, S De Placido, M Orditura, S Cinieri, F Riccardi, A S Ribecco, C Putzu, L Del Mastro, E Rossi, F Ciardiello, F Di Rella, F Nuzzo, C Pacilio, R Caputo, D Cianniello, V Forestieri, M Giuliano, G Arpino, L Orlando, C Mocerino, C Schettino, M C Piccirillo, C Gallo, F Perrone

Background: The Hormonal Bone Effects (HOBOE) study tested whether adjuvant triptorelin plus either letrozole (L) or zoledronic acid (Z) plus L (ZL) was more effective than tamoxifen (T) in premenopausal patients with hormone receptor-positive (HR+) early breast cancer (BC). Here we report the long-term follow-up analysis.

Patients and methods: HOBOE (ClinicalTrials.gov number NCT00412022) is an open-label, three-arm, randomised, phase III trial that involved 16 centres in Italy. One thousand and sixty-five premenopausal patients with HR+ early BC receiving triptorelin were randomly assigned (1 : 1 : 1) to adjuvant T, L or ZL for 5 years. Cancer recurrence, second breast or non-breast cancer and death were considered events for the intention-to-treat disease-free survival (DFS) analysis.

Results: As of 24 October 2024 at a median follow-up of 9.2 years, 199 DFS events and 79 deaths were reported. Both ZL and L improved DFS over T, with a hazard ratio (HR) of 0.58 [95% confidence interval (CI) 0.41-0.82; P = 0.002] for ZL versus T and 0.69 (95% CI 0.49-0.97, P = 0.030) for L versus T. No statistically significant difference in OS was reported (global log-rank P = 0.103). The previously reported statistically significant interaction with human epidermal growth factor receptor 2 (HER2) status was confirmed for ZL versus T comparison (P = 0.007).

Conclusion: In this updated analysis, L plus triptorelin, with or without Z, demonstrated a statistically significant DFS improvement over T plus triptorelin for the adjuvant treatment of early BC in premenopausal patients.

背景:激素骨效应(HOBOE)研究测试了在激素受体阳性(HR+)早期乳腺癌(BC)的绝经前患者中,雷松霉素加来曲唑(L)或唑来膦酸(Z)加L (ZL)是否比他莫昔芬(T)更有效。在此,我们报告长期随访分析。患者和方法:HOBOE (ClinicalTrials.gov编号NCT00412022)是一项开放标签、三组、随机、III期试验,涉及意大利的16个中心。65例接受雷普妥林治疗的绝经前HR+早期BC患者被随机分配(1:1:1)至辅助T、L或ZL组,为期5年。癌症复发、第二乳腺癌或非乳腺癌和死亡被认为是意向治疗无病生存(DFS)分析的事件。结果:截至2024年10月24日,中位随访9.2年,报告了199例DFS事件和79例死亡。ZL和L均较T改善DFS,风险比(HR)为0.58[95%可信区间(CI) 0.41-0.82;ZL对T的P = 0.002], L对T的P = 0.69 (95% CI 0.49-0.97, P = 0.030), OS无统计学差异(全局log-rank P = 0.103)。先前报道的ZL与T比较证实与人表皮生长因子受体2 (HER2)状态有统计学意义的相互作用(P = 0.007)。结论:在这项最新的分析中,在绝经前早期BC患者的辅助治疗中,L +雷普托林,无论是否有Z,都比T +雷普托林有统计学意义的DFS改善。
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引用次数: 0
Actionable mutations in early-stage ovarian cancer according to the ESMO Scale for Clinical Actionability of molecular Targets (ESCAT): a descriptive analysis on a large prospective cohort. 根据ESMO分子靶点临床可行动性量表(ESCAT),早期卵巢癌的可行动突变:一项大型前瞻性队列的描述性分析。
IF 7.1 2区 医学 Q1 ONCOLOGY Pub Date : 2024-12-19 DOI: 10.1016/j.esmoop.2024.104090
F Camarda, L Mastrantoni, C Parrillo, A Minucci, F Persiani, D Giannarelli, T Pasciuto, F Giacomini, E De Paolis, M Manfredelli, C Marchetti, G F Zannoni, A Fagotti, G Scambia, C Nero

Background: According to the European Society for Clinical Oncology (ESMO) guidelines, the therapeutic algorithm for early-stage epithelial ovarian carcinoma (EOC) is primarily based on grading and histotype. Adjuvant chemotherapy is usually recommended for high-grade tumors and for the International Federation of Gynecology and Obstetrics (FIGO) stage IB-IC; however, overtreatment remains a concern. Conversely, patients truly at higher risk of recurrence currently lack access to additional therapeutic strategies.

Patients and methods: This study presents a descriptive analysis of early-stage EOC patients who were prospectively sequenced and stratified into high-, intermediate-, and low-risk groups based on clinicopathological features. Oncogenic alterations were identified using OncoKB and classified according to the ESMO Scale for Clinical Actionability of molecular Targets (ESCAT) Tier I-III. The prevalence of molecular findings was first reported for each risk subgroup, followed by an analysis on the cohort of patients who experienced relapse.

Results: A total of 180 patients with FIGO stage I-II EOC were enrolled between January 2022 and December 2023; 126 patients (70%) had at least one ESCAT Tier I-III alteration (including 51% high risk, 35% intermediate risk, and 14% low risk); among them, approximately one-quarter (26%, 95% confidence interval 19% to 35%) had an ESCAT Tier I alteration. BRCA1 and BRCA2 alterations were observed in about one-quarter of patients, with BRCA2 often co-altered with POLE mutations (55%, P = 2.1 × 10-4). Notably, almost all BRCA1 variants were found in high-risk patients. BRAF V600E mutation (ESCAT IC) was found in 2.4% of patients. PIK3CA variants were the most common Tier IIIA alterations found in 59% of patients. Among those who experienced recurrence, 60% had at least one ESCAT Tier I-III alteration, with PIK3CA mutations being the most frequent.

Conclusions: These findings highlight the potential for actionable alterations in most early-stage EOC patients and support the exploration of chemotherapy-free regimens for low- to intermediate-risk groups, as well as targeted maintenance therapy for high-risk individuals.

背景:根据欧洲临床肿瘤学会(ESMO)指南,早期上皮性卵巢癌(EOC)的治疗算法主要基于分级和组织型。辅助化疗通常推荐用于高级别肿瘤和国际妇产科联合会(FIGO) IB-IC期;然而,过度治疗仍然是一个问题。相反,复发风险较高的患者目前缺乏额外的治疗策略。患者和方法:本研究对早期EOC患者进行了描述性分析,这些患者根据临床病理特征前瞻性地进行了测序并分为高、中、低风险组。使用OncoKB识别致癌改变,并根据ESMO分子靶点临床可操作性量表(ESCAT) Tier I-III进行分类。首先报告了每个风险亚组的分子发现的流行程度,然后对复发的患者队列进行分析。结果:在2022年1月至2023年12月期间,共有180例FIGO I-II期EOC患者入组;126例患者(70%)至少有一次ESCAT I-III级改变(包括51%的高风险,35%的中度风险和14%的低风险);其中,约四分之一(26%,95%置信区间为19%至35%)发生了ESCAT一级改造。大约四分之一的患者观察到BRCA1和BRCA2改变,BRCA2经常与POLE突变共同改变(55%,P = 2.1 × 10-4)。值得注意的是,几乎所有BRCA1变异都在高危患者中发现。在2.4%的患者中发现BRAF V600E突变(ESCAT IC)。PIK3CA变异是59%的患者中最常见的iii级改变。在经历复发的患者中,60%至少有一个ESCAT I-III级突变,其中PIK3CA突变最为常见。结论:这些发现强调了在大多数早期EOC患者中进行可操作的改变的可能性,并支持对低至中危人群的无化疗方案的探索,以及对高危人群的靶向维持治疗。
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引用次数: 0
Development of two machine learning models to predict conversion from primary HER2-0 breast cancer to HER2-low metastases: a proof-of-concept study. 开发两种机器学习模型来预测从原发性HER2-0乳腺癌到低her2转移的转化:一项概念验证研究。
IF 7.1 2区 医学 Q1 ONCOLOGY Pub Date : 2024-12-19 DOI: 10.1016/j.esmoop.2024.104087
F Miglietta, A Collesei, C Vernieri, T Giarratano, C A Giorgi, F Girardi, G Griguolo, M Cacciatore, A Botticelli, A Vingiani, G Fotia, F Piacentini, D Massa, F Zanghì, M Marino, G Pruneri, M Fassan, A P Dei Tos, M V Dieci, V Guarneri

Background: HER2-low expression has gained clinical relevance in breast cancer (BC) due to the availability of anti-HER2 antibody-drug conjugates for patients with HER2-low metastatic BC. The well-reported instability of HER2-low status during disease evolution highlights the need to identify patients with HER2-0 primary BC who may develop a HER2-low phenotype at relapse. In response to the urgency of maximizing treatment access, we utilized artificial intelligence to predict this occurrence.

Patients and methods: We included a large multicentric retrospective cohort of patients with BC who underwent tissue resampling at relapse. The dataset was preprocessed to address relevant issues such as missing data, feature abundance, and target class imbalance. We then trained two models: one focused on explainability [Extreme Gradient Boosting (XGBoost)] and another aimed at performance (an ensemble of XGBoost and support vector machine).

Results: A total of 1200 patients were included in this study. Among 386 patients with HER2-0 primary BC and matched HER2 status at relapse, 42.5% (n = 157) converted to a HER2-low phenotype. The explainable model achieved a balanced accuracy of 58%, with a sensitivity of 53% and a specificity of 64%. The most important variables for this model were primary BC phenotype [mean Shapley value (SHAP) 0.540], primary BC histological type (SHAP 0.101), grade (SHAP 0.182), and sites of relapse (SHAP 0.008-0.213). The ensemble model had a balanced accuracy of 64%, with a sensitivity of 75% and a specificity of 53%.

Conclusions: This work represents one of the first proof-of-concept applications of machine learning models to predict a highly relevant phenomenon for drug access in modern BC oncology. Starting with an explainable model and subsequently integrating it with an ensemble approach enabled us to enhance performance while maintaining transparency, explainability, and intelligibility.

背景:由于抗her2抗体-药物偶联物可用于her2低转移性乳腺癌患者,her2低表达在乳腺癌(BC)中获得了临床意义。在疾病发展过程中,her2 -低状态的不稳定性被广泛报道,这凸显了识别HER2-0原发性BC患者在复发时可能发展为her2 -低表型的必要性。为了应对最大限度地获得治疗的紧迫性,我们利用人工智能来预测这种情况的发生。患者和方法:我们纳入了一个大型的多中心回顾性队列,这些患者在复发时接受了组织重新采样。对数据集进行预处理,以解决数据缺失、特征丰富和目标类不平衡等相关问题。然后我们训练了两个模型:一个专注于可解释性[极限梯度增强(XGBoost)],另一个专注于性能(XGBoost和支持向量机的集成)。结果:本研究共纳入1200例患者。在386例HER2-0原发性BC患者和复发时匹配的HER2状态中,42.5% (n = 157)转化为HER2低表型。可解释模型的平衡准确率为58%,灵敏度为53%,特异性为64%。该模型最重要的变量是原发性BC表型[平均Shapley值(SHAP) 0.540]、原发性BC组织学类型(SHAP 0.101)、分级(SHAP 0.182)和复发部位(SHAP 0.008-0.213)。该集合模型的平衡精度为64%,灵敏度为75%,特异性为53%。结论:这项工作代表了机器学习模型的第一个概念验证应用之一,用于预测现代BC肿瘤学中药物获取的高度相关现象。从一个可解释的模型开始,随后将其与集成方法集成,使我们能够在保持透明性、可解释性和可理解性的同时增强性能。
{"title":"Development of two machine learning models to predict conversion from primary HER2-0 breast cancer to HER2-low metastases: a proof-of-concept study.","authors":"F Miglietta, A Collesei, C Vernieri, T Giarratano, C A Giorgi, F Girardi, G Griguolo, M Cacciatore, A Botticelli, A Vingiani, G Fotia, F Piacentini, D Massa, F Zanghì, M Marino, G Pruneri, M Fassan, A P Dei Tos, M V Dieci, V Guarneri","doi":"10.1016/j.esmoop.2024.104087","DOIUrl":"10.1016/j.esmoop.2024.104087","url":null,"abstract":"<p><strong>Background: </strong>HER2-low expression has gained clinical relevance in breast cancer (BC) due to the availability of anti-HER2 antibody-drug conjugates for patients with HER2-low metastatic BC. The well-reported instability of HER2-low status during disease evolution highlights the need to identify patients with HER2-0 primary BC who may develop a HER2-low phenotype at relapse. In response to the urgency of maximizing treatment access, we utilized artificial intelligence to predict this occurrence.</p><p><strong>Patients and methods: </strong>We included a large multicentric retrospective cohort of patients with BC who underwent tissue resampling at relapse. The dataset was preprocessed to address relevant issues such as missing data, feature abundance, and target class imbalance. We then trained two models: one focused on explainability [Extreme Gradient Boosting (XGBoost)] and another aimed at performance (an ensemble of XGBoost and support vector machine).</p><p><strong>Results: </strong>A total of 1200 patients were included in this study. Among 386 patients with HER2-0 primary BC and matched HER2 status at relapse, 42.5% (n = 157) converted to a HER2-low phenotype. The explainable model achieved a balanced accuracy of 58%, with a sensitivity of 53% and a specificity of 64%. The most important variables for this model were primary BC phenotype [mean Shapley value (SHAP) 0.540], primary BC histological type (SHAP 0.101), grade (SHAP 0.182), and sites of relapse (SHAP 0.008-0.213). The ensemble model had a balanced accuracy of 64%, with a sensitivity of 75% and a specificity of 53%.</p><p><strong>Conclusions: </strong>This work represents one of the first proof-of-concept applications of machine learning models to predict a highly relevant phenomenon for drug access in modern BC oncology. Starting with an explainable model and subsequently integrating it with an ensemble approach enabled us to enhance performance while maintaining transparency, explainability, and intelligibility.</p>","PeriodicalId":11877,"journal":{"name":"ESMO Open","volume":"10 1","pages":"104087"},"PeriodicalIF":7.1,"publicationDate":"2024-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11730216/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142871692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Globalization of clinical trials in oncology: a worldwide quantitative analysis. 肿瘤学临床试验的全球化:全球范围的定量分析。
IF 7.1 2区 医学 Q1 ONCOLOGY Pub Date : 2024-12-18 DOI: 10.1016/j.esmoop.2024.104086
F Izarn, J Henry, S Besle, I Ray-Coquard, J-Y Blay, B Allignet

Background: Over the past two decades, the globalization of oncology clinical trials has expanded, yet significant disparities persist across countries. This study aimed to evaluate these geographical inequalities, the evolution of trial phases, and the adherence to ethical standards according to the World Bank's income group.

Materials and methods: The ClinicalTrials.gov database was searched and recorded in June 2024. We analyzed data from 87 748 oncology clinical trials conducted between 2000 and 2021, across high-income (HICs), upper-middle-income (UMICs), lower-middle-income (LMICs), and low-income countries. Key metrics included trial density, funding sources, registration timing, and trial phase distribution.

Results: The number of oncology trials increased significantly, with a mean absolute annual rise of 266.6 trials, with China currently being the leading site of early- and validation-phase trials. While HICs still present the highest trial densities, UMICs showed a notable increase in early-phase trials, reflecting a shift in research dynamics. However, despite these advances, 76.4% of countries still had no new trials initiated by 2024. Additionally, ethical practices saw improvement from 2005 to 2021 with an increase in pre-commencement registration (from 9.2% to 58%, P < 0.0001), and more validation-phase trials with a survival variable as the primary outcome (from 40% to 59.6%, P < 0.0001).

Conclusions: Despite the growth in oncology clinical trials, significant disparities in trial distribution and access remain, especially in LMICs. Continued investments in research infrastructure and adherence to ethical standards are crucial to ensure that clinical research benefits are equitably distributed, particularly in regions with the greatest need for advanced cancer therapies.

背景:在过去的二十年中,肿瘤临床试验的全球化已经扩大,但各国之间仍然存在显着差异。本研究旨在评估这些地域不平等、试验阶段的演变以及世界银行收入群体对道德标准的遵守情况。材料和方法:检索并记录于2024年6月ClinicalTrials.gov数据库。我们分析了2000年至2021年间在高收入(HICs)、中高收入(UMICs)、中低收入(LMICs)和低收入国家进行的87748项肿瘤学临床试验的数据。关键指标包括试验密度、资金来源、注册时间和试验阶段分布。结果:肿瘤试验数量显著增加,年平均绝对增长量为266.6项,中国目前是早期和验证期试验的领先地点。虽然HICs仍然是最高的试验密度,但UMICs在早期试验中显示出显着的增加,反映了研究动态的转变。然而,尽管取得了这些进展,但到2024年,仍有76.4%的国家没有启动新的试验。此外,从2005年到2021年,伦理实践有所改善,开始前注册增加(从9.2%增加到58%,P < 0.0001),更多的以生存变量为主要结果的验证阶段试验(从40%增加到59.6%,P < 0.0001)。结论:尽管肿瘤临床试验在增长,但在试验分布和可及性方面仍然存在显著差异,特别是在中低收入国家。对研究基础设施的持续投资和对伦理标准的遵守对于确保临床研究利益的公平分配至关重要,特别是在最需要先进癌症疗法的地区。
{"title":"Globalization of clinical trials in oncology: a worldwide quantitative analysis.","authors":"F Izarn, J Henry, S Besle, I Ray-Coquard, J-Y Blay, B Allignet","doi":"10.1016/j.esmoop.2024.104086","DOIUrl":"10.1016/j.esmoop.2024.104086","url":null,"abstract":"<p><strong>Background: </strong>Over the past two decades, the globalization of oncology clinical trials has expanded, yet significant disparities persist across countries. This study aimed to evaluate these geographical inequalities, the evolution of trial phases, and the adherence to ethical standards according to the World Bank's income group.</p><p><strong>Materials and methods: </strong>The ClinicalTrials.gov database was searched and recorded in June 2024. We analyzed data from 87 748 oncology clinical trials conducted between 2000 and 2021, across high-income (HICs), upper-middle-income (UMICs), lower-middle-income (LMICs), and low-income countries. Key metrics included trial density, funding sources, registration timing, and trial phase distribution.</p><p><strong>Results: </strong>The number of oncology trials increased significantly, with a mean absolute annual rise of 266.6 trials, with China currently being the leading site of early- and validation-phase trials. While HICs still present the highest trial densities, UMICs showed a notable increase in early-phase trials, reflecting a shift in research dynamics. However, despite these advances, 76.4% of countries still had no new trials initiated by 2024. Additionally, ethical practices saw improvement from 2005 to 2021 with an increase in pre-commencement registration (from 9.2% to 58%, P < 0.0001), and more validation-phase trials with a survival variable as the primary outcome (from 40% to 59.6%, P < 0.0001).</p><p><strong>Conclusions: </strong>Despite the growth in oncology clinical trials, significant disparities in trial distribution and access remain, especially in LMICs. Continued investments in research infrastructure and adherence to ethical standards are crucial to ensure that clinical research benefits are equitably distributed, particularly in regions with the greatest need for advanced cancer therapies.</p>","PeriodicalId":11877,"journal":{"name":"ESMO Open","volume":"10 1","pages":"104086"},"PeriodicalIF":7.1,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11728923/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142863715","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Beyond the sarcoma center: establishing the Sarcoma HASM network-a Hub and Spoke Model network for global integrated and precision care. 超越肉瘤中心:建立肉瘤HASM网络——一个集线器和辐条模型网络,用于全球综合和精确护理。
IF 7.1 2区 医学 Q1 ONCOLOGY Pub Date : 2024-12-01 Epub Date: 2024-12-05 DOI: 10.1016/j.esmoop.2024.103734
B Fuchs, A Gronchi

The landscape of sarcoma treatment has evolved significantly, transitioning from amputations to limb-sparing surgeries, underpinned by advancements in multidisciplinary strategies. The establishment of specialized sarcoma centers has been pivotal, though challenges in accessibility and expertise persist. This manuscript proposes the Sarcoma Hub and Spoke Model (HASM) network to address these issues, enhancing coordination and expanding access to specialized care. The HASM network centralizes complex case management at hubs while peripheral spokes manage routine diagnostics and treatments, optimizing resource use and ensuring patient-centered care. Integration with digital interoperable platforms facilitates real-time/real-world data exchange, supports multidisciplinary team meetings, and enables advanced predictive analytics such as Sarcoma Digital Twins and causal machine learning for personalized treatment. The Sarcoma Care Data Warehouse further enhances this model by aggregating comprehensive patient data, supporting quality assessment and continuous improvement. This innovative approach aims to set a new standard for sarcoma care, leveraging technology and collaborative expertise to improve outcomes globally.

在多学科策略进步的支持下,肉瘤治疗的前景已经发生了重大变化,从截肢到肢体保留手术。建立专门的肉瘤中心是至关重要的,尽管在可及性和专业知识方面的挑战仍然存在。本文提出了肉瘤枢纽和辐条模型(HASM)网络来解决这些问题,加强协调和扩大获得专业护理的机会。HASM网络将复杂的病例管理集中在中心,而外围辐条管理常规诊断和治疗,优化资源使用并确保以患者为中心的护理。与数字互操作平台的集成促进了实时/现实世界的数据交换,支持多学科团队会议,并实现了高级预测分析,如肉瘤数字双胞胎和个性化治疗的因果机器学习。肉瘤护理数据仓库通过汇总全面的患者数据,支持质量评估和持续改进,进一步增强了这一模型。这种创新的方法旨在为肉瘤治疗设定一个新的标准,利用技术和协作专业知识来改善全球的结果。
{"title":"Beyond the sarcoma center: establishing the Sarcoma HASM network-a Hub and Spoke Model network for global integrated and precision care.","authors":"B Fuchs, A Gronchi","doi":"10.1016/j.esmoop.2024.103734","DOIUrl":"10.1016/j.esmoop.2024.103734","url":null,"abstract":"<p><p>The landscape of sarcoma treatment has evolved significantly, transitioning from amputations to limb-sparing surgeries, underpinned by advancements in multidisciplinary strategies. The establishment of specialized sarcoma centers has been pivotal, though challenges in accessibility and expertise persist. This manuscript proposes the Sarcoma Hub and Spoke Model (HASM) network to address these issues, enhancing coordination and expanding access to specialized care. The HASM network centralizes complex case management at hubs while peripheral spokes manage routine diagnostics and treatments, optimizing resource use and ensuring patient-centered care. Integration with digital interoperable platforms facilitates real-time/real-world data exchange, supports multidisciplinary team meetings, and enables advanced predictive analytics such as Sarcoma Digital Twins and causal machine learning for personalized treatment. The Sarcoma Care Data Warehouse further enhances this model by aggregating comprehensive patient data, supporting quality assessment and continuous improvement. This innovative approach aims to set a new standard for sarcoma care, leveraging technology and collaborative expertise to improve outcomes globally.</p>","PeriodicalId":11877,"journal":{"name":"ESMO Open","volume":"9 12","pages":"103734"},"PeriodicalIF":7.1,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11666932/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142791337","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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