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Ultraprocessed Food Consumption and Risk of Early-Onset Colorectal Cancer Precursors Among Women 超加工食品消费与女性早发性结直肠癌前兆的风险
IF 28.4 1区 医学 Q1 ONCOLOGY Pub Date : 2025-11-13 DOI: 10.1001/jamaoncol.2025.4777
Chen Wang, Mengxi Du, Hanseul Kim, Long H. Nguyen, Qiao-Li Wang, David A. Drew, Emily R. Leeming, Neha Khandpur, Qi Sun, Xiaoyu Zong, Tae-Geun Gweon, Shuji Ogino, Kimmie Ng, Sarah Berry, Edward L. Giovannucci, Mingyang Song, Yin Cao, Andrew T. Chan
Importance Early-onset colorectal cancer (EOCRC) (diagnosed age <50 years) incidence is increasing globally, in parallel with increased consumption of ultraprocessed foods (UPFs). The role of UPFs in early-onset colorectal neoplasia remains underexplored. Objective To evaluate the association between UPF consumption and risk of EOCRC precursors. Design, Setting, and Participants This prospective cohort study included participants of the Nurses’ Health Study II, an ongoing US prospective cohort of female registered nurses established in 1989. Participants were followed up from June 1, 1991, through June 1, 2015. Data were analyzed from October 2024 to July 2025. UPF intake, derived from food-frequency questionnaires administered every 4 years and classified using the Nova system, was modeled as quintiles of energy-adjusted servings per day. Of the nurses enrolled, those who had completed the baseline 1991 food-frequency questionnaire, undergone at least 1 lower endoscopy before age 50 years after baseline, had no history of cancer (except for nonmelanoma skin cancer) before endoscopy, and no colorectal polyp or inflammatory bowel disease were included. Main Outcomes and Measures Incidence of EOCRC precursors, including conventional adenomas and serrated lesions, confirmed via medical records and pathology reports. Multivariable logistic regression models with generalized estimating equations for clustered data were used to estimate adjusted odds ratios (AORs) and 95% CIs, accounting for known and putative risk factors. Results Among 29 105 female participants (mean [SD] age, 45.2 [4.5] years) over 24 years of follow-up, 1189 cases were documented of early-onset conventional adenomas and 1598 serrated lesions. UPFs provided 34.8% of total daily calories (median, 5.7 [IQR, 4.5-7.4] servings per day). Participants with higher UPF intake had an increased risk of early-onset conventional adenomas (highest vs lowest intake: AOR, 1.45; 95% CI, 1.19-1.77; overall P < .001) but not serrated lesions (AOR, 1.04; 95% CI, 0.89-1.22; P = .48 for trend). Findings were consistent after further adjustment for body mass index, type 2 diabetes, dietary factors (fiber, folate, calcium, and vitamin D), and Alternative Healthy Eating Index–2010 score. Conclusions and Relevance In this study, higher UPF intake was associated with increased risk of early-onset colorectal conventional adenomas. These data highlight the important role of UPFs in early-onset colorectal tumorigenesis and support improving dietary quality as a strategy to mitigate the increasing burden of EOCRC.
随着超加工食品(upf)消费量的增加,全球早发性结直肠癌(EOCRC)(诊断年龄为50岁)的发病率正在上升。upf在早发性结直肠肿瘤中的作用仍未得到充分探讨。目的评价UPF消费与EOCRC前体风险的关系。设计、环境和参与者本前瞻性队列研究包括护士健康研究II的参与者,这是一项正在进行的美国女性注册护士前瞻性队列研究,成立于1989年。参与者从1991年6月1日到2015年6月1日进行了随访。数据分析时间为2024年10月至2025年7月。UPF摄入量来源于每4年进行一次的食物频率问卷调查,并使用Nova系统进行分类,以每天能量调整后的五分位数为模型。在纳入的护士中,完成了1991年基线食物频率调查问卷,在基线后50岁之前接受了至少1次下腔镜检查,在内镜检查前没有癌症史(非黑色素瘤皮肤癌除外),没有结直肠息肉或炎症性肠病。主要结局和测量EOCRC前体的发病率,包括常规腺瘤和锯齿状病变,通过医疗记录和病理报告证实。采用多变量logistic回归模型和聚类数据的广义估计方程来估计校正优势比(AORs)和95% ci,考虑已知和假定的风险因素。结果29 105名女性参与者(平均[SD]年龄45.2[4.5]岁)在24年的随访中,1189例记录为早发性常规腺瘤,1598例记录为锯齿状病变。upf提供了每日总热量的34.8%(中位数,每天5.7 [IQR, 4.5-7.4]份)。UPF摄入量较高的参与者患早发性常规腺瘤的风险增加(最高与最低摄入量:AOR, 1.45; 95% CI, 1.19-1.77;总体P &;amp;lt;)001),但没有锯齿状病变(AOR, 1.04; 95% CI, 0.89-1.22; P = 0.48为趋势)。在进一步调整体重指数、2型糖尿病、饮食因素(纤维、叶酸、钙和维生素D)和替代健康饮食指数- 2010评分后,结果是一致的。在这项研究中,较高的UPF摄入量与早发性结肠直肠常规腺瘤的风险增加相关。这些数据强调了upf在早发性结直肠肿瘤发生中的重要作用,并支持改善饮食质量作为减轻EOCRC日益增加的负担的策略。
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引用次数: 0
Unwinding Progress—Medicaid Cuts and the Future of Cancer Care 解除进展——削减医疗补助和癌症治疗的未来
IF 28.4 1区 医学 Q1 ONCOLOGY Pub Date : 2025-11-13 DOI: 10.1001/jamaoncol.2025.4730
Cathy J. Bradley, Lindsay M. Sabik
This Viewpoint discusses the potential repercussions of Medicaid cuts, including losses of progress in prevention, care delivery, and treatment of patients with cancer.
本观点讨论了削减医疗补助计划的潜在影响,包括在预防、护理和癌症患者治疗方面的进展损失。
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引用次数: 0
Immune Checkpoint Inhibitor–Associated Cardiovascular Toxic Effects 免疫检查点抑制剂相关的心血管毒性作用
IF 28.4 1区 医学 Q1 ONCOLOGY Pub Date : 2025-11-13 DOI: 10.1001/jamaoncol.2025.4543
Joerg Herrmann, Ana Barac, Joseph Carver, Richard K. Cheng, Andres Daniele, Susan Dent, Elena Deych, Dae Hyun Lee, Daniel Lenihan, Darryl P. Leong, Jennifer Liu, Teresa Lopez-Fernandez, Alexander R. Lyon, Michael Fradley, Ariane V. S. Macedo, Meghan J. Mooradian, Anju Nohria, Charles Porter, Tienush Rassaf, Giselle Suero-Abreu, Aaron L. Sverdlov, Paaladinesh Thavendiranathan, Tomas G. Neilan, Joshua D. Mitchell
Importance The introduction of immune checkpoint inhibitor (ICI) therapy has improved cancer outcomes but at the cost of adverse events, mainly related to the immune system. Cardiovascular (CV) toxic effects, and especially myocarditis, are of particular concern and are the subject of this position statement by the International Cardio-Oncology Society with representation of experts from oncology, hematology, and cardiology. Observations CV toxic effects of ICI therapies include inflammation-associated diseases, such as myocarditis, pericarditis, and vasculitis, as well as the aggravation of chronic inflammatory conditions, such as atherosclerosis with acute ischemic complications (myocardial infarction and stroke). Patients taking ICI therapies can also develop cardiac dysfunction, stress-induced cardiomyopathy (Takotsubo or apical ballooning syndrome), and heart failure without inflammatory cell infiltration of the myocardium. Atrial and ventricular arrhythmias can emerge in the setting of a systemic inflammatory milieu, myocarditis, or ischemia. Of all potential CV adverse effects, myocarditis remains of highest concern, although fatality rates have declined over time with a broadening spectrum of presentations ranging from troponin elevation of uncertain significance to smoldering, nonsevere, and severe or fulminant myocarditis. Conclusions and Relevance Concerns for myocarditis continue to dominate the spectrum of CV toxic effects in patients receiving ICI therapy. Recommendations for management vary according to severity. Multidisciplinary collaborations remain key for managing acute toxic effects and future cancer treatment decisions, including ICI rechallenge. Ischemic heart disease constitutes the main differential diagnosis in these patients, while pericarditis can be concomitantly present, and atrial and ventricular arrhythmias can also complicate the clinical picture. Several gaps in knowledge are identified and require further research.
免疫检查点抑制剂(ICI)疗法的引入改善了癌症预后,但以不良事件为代价,主要与免疫系统相关。心血管(CV)毒性作用,尤其是心肌炎,是特别值得关注的问题,也是国际心脏肿瘤学会(International Cardio-Oncology Society)与肿瘤学、血液学和心脏病学专家共同发表立场声明的主题。ICI治疗的CV毒性效应包括炎症相关疾病,如心肌炎、心包炎和血管炎,以及慢性炎症的加重,如动脉粥样硬化伴急性缺血性并发症(心肌梗死和中风)。接受ICI治疗的患者也可能出现心功能障碍、应激性心肌病(Takotsubo或根尖球囊综合征)和心衰,但没有炎症细胞浸润心肌。心房和室性心律失常可出现在全身性炎症环境,心肌炎,或缺血的设置。在所有潜在的心血管不良反应中,心肌炎仍然是最受关注的,尽管死亡率随着时间的推移而下降,表现范围从不确定意义的肌钙蛋白升高到阴燃、非严重、严重或暴发性心肌炎。在接受ICI治疗的患者中,心肌炎仍是CV毒性反应的主要因素。根据病情的严重程度,对治疗的建议各不相同。多学科合作仍然是管理急性毒性作用和未来癌症治疗决策的关键,包括ICI再挑战。缺血性心脏病是这些患者的主要鉴别诊断,心包炎可同时出现,心房和室性心律失常也可使临床表现复杂化。我们发现了一些知识上的空白,需要进一步研究。
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引用次数: 0
Reduced-Dose Enfortumab Vedotin, Treatment Continuity, and Survival in Urothelial Cancer 减少剂量强制维多汀,治疗连续性和尿路上皮癌的生存
IF 28.4 1区 医学 Q1 ONCOLOGY Pub Date : 2025-11-13 DOI: 10.1001/jamaoncol.2025.4566
Ryan D. Chow, Ramy Sedhom, Ronac Mamtani
This retrospective cohort study examines the association of upfront treatment with enfortumab vedotin plus pembrolizumab with clinical outcomes for patients with advanced urothelial cancer.
这项回顾性队列研究探讨了晚期尿路上皮癌患者术前使用enfortumab vedotin联合派姆单抗治疗与临床结果的关系。
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引用次数: 0
Nivolumab and Ipilimumab in Advanced Mismatch Repair–Deficient/Microsatellite Instability–High Noncolorectal Cancers Nivolumab和Ipilimumab用于晚期错配修复缺陷/微卫星不稳定性高的非结直肠癌
IF 28.4 1区 医学 Q1 ONCOLOGY Pub Date : 2025-11-13 DOI: 10.1001/jamaoncol.2025.4721
Matteo S. Carlino, Bo Gao, Michael Michael, Henry Marshall, Ashray Gunjur, Howard Chan, Rob Zielinski, Jane So, Samuel J. Harris, Damien Kee, Ian M. Collins, Wei-Sen Lam, Megan Lyle, Craig Underhill, Michael P. Brown, Rosemary Harrup, Shu-Fen Wong, John Grady, Mandy Ballinger, Elnaz Tavancheh, David M. Thomas, Jodie Palmer, Kylie Wilkie, Jonathan Cebon, Oliver Klein
Importance Mismatch repair–deficient (dMMR)/microsatellite instability–high (MSI-H) cancers constitute one of the most immunogenic tumors. Anti–programmed cell death 1 (PD-1) monotherapy provides durable responses in a third of patients with advanced dMMR/MSI-H noncolorectal cancers. Combined anti–PD-1/cytotoxic lymphocyte antigen 4 (CTLA-4) blockade using nivolumab and ipilimumab has shown superiority to anti–PD-1 monotherapy in other immunogenic cancers such as metastatic melanoma. The Combination Immunotherapy in Rare Cancers Under Investigation (MOST-CIRCUIT) is the first trial that investigated combined anti–PD-1/CTLA-4 blockade in advanced dMMR/MSI-H noncolorectal cancers. Objective To evaluate the efficacy and safety of combined anti–PD-1/CTLA-4 blockade using nivolumab and ipilimumab in advanced dMMR/MSI-H noncolorectal cancers. Design, Setting, and Participants The MOST-CIRCUIT prospective multicenter nonrandomized phase 2 clinical trial enrolled 52 patients with advanced dMMR/MSI-H into cohort D. Patients were enrolled from August 2021 to February 2024 across 17 Australian and New Zealand sites. The analysis itself took place in May 2025. Interventions Patients received nivolumab, 3 mg/kg, and ipilimumab, 1 mg/kg, every 3 weeks for 4 doses, followed by nivolumab, 480 mg, every 4 weeks for 96 weeks, until disease progression or the development of unacceptable toxic effects. Main outcome and Measures The co-primary end points were objective response rate (ORR) and 6-month progression-free survival (6-PFS) as assessed by Response Evaluation Criteria in Solid Tumors (RECIST) version 1.1, with the secondary end points being median overall survival (mOS), progression-free survival (PFS), and treatment-related toxic effects. Results Overall, 52 participants were included. The median (range) age of participants was 62 (29-84) years; 41 (79%) were female individuals and 11 (21%) were male individuals. Overall, 52 patients representing 17 tumor types were enrolled, with the most common tumor type being endometrial cancer (26 [50%]). Twenty-seven patients (52%) were pretreated for metastatic disease. ORR was 63% (95% CI, 50% to 75%) with the median duration of response not being reached and 79% of responses being ongoing. The median PFS and OS have not been reached and the 6-month PFS was 71% (95% CI, 57%-81%). Overall, 12 patients (23%) experienced a grade 3/4 immune-related adverse event. Conclusions and Relevance This nonrandomized clinical trial found that combined anti–PD-1/CTLA-4 blockade was associated with a high rate of durable responses in dMMR/MSI-H noncolorectal cancers, comparing favorably to published trials using anti–PD-1/programmed cell death ligand 1 monotherapy. Anti–PD-1/CTLA-4 blockade using nivolumab and ipilimumab may represent an alternative treatment option to monotherapy in this patient population. Trial Registration ClinicalTrials.gov registration:
重要性错配修复缺陷(dMMR)/微卫星不稳定性高(MSI-H)癌症是最具免疫原性的肿瘤之一。抗程序性细胞死亡1 (PD-1)单药治疗在三分之一的晚期dMMR/MSI-H非结直肠癌患者中提供了持久的反应。nivolumab和ipilimumab联合抗pd -1/细胞毒性淋巴细胞抗原4 (CTLA-4)阻断在其他免疫原性癌症(如转移性黑色素瘤)中显示出优于抗pd -1单药治疗的优势。罕见癌症联合免疫治疗研究(MOST-CIRCUIT)是首个研究联合抗pd -1/CTLA-4阻断治疗晚期dMMR/MSI-H非结直肠癌的试验。目的评价纳沃单抗联合伊匹单抗联合抗pd -1/CTLA-4阻断治疗晚期dMMR/MSI-H非结直肠癌的疗效和安全性。MOST-CIRCUIT前瞻性多中心非随机2期临床试验将52例晚期dMMR/MSI-H患者纳入d队列,患者于2021年8月至2024年2月在澳大利亚和新西兰的17个地点入组。分析本身是在2025年5月进行的。干预措施:患者接受纳武单抗3mg /kg和伊匹单抗1mg /kg,每3周给药4次,随后接受纳武单抗480mg,每4周给药96周,直到疾病进展或出现不可接受的毒性作用。共同主要终点是客观缓解率(ORR)和6个月无进展生存期(6-PFS),由实体瘤反应评价标准(RECIST) 1.1版评估,次要终点是中位总生存期(mOS),无进展生存期(PFS)和治疗相关毒性作用。结果共纳入52名受试者。参与者的年龄中位数(范围)为62岁(29-84岁);雌虫41只(79%),雄虫11只(21%)。总共纳入了17种肿瘤类型的52例患者,最常见的肿瘤类型是子宫内膜癌(26例[50%])。27例(52%)患者接受了转移性疾病的预处理。ORR为63% (95% CI, 50%至75%),中位反应持续时间未达到,79%的反应正在进行中。中位PFS和OS尚未达到,6个月PFS为71% (95% CI, 57%-81%)。总体而言,12名患者(23%)经历了3/4级免疫相关不良事件。结论和相关性这项非随机临床试验发现,联合抗pd -1/CTLA-4阻断与dMMR/MSI-H非结直肠癌的高持久缓解率相关,与已发表的使用抗pd -1/程序性细胞死亡配体1单药治疗的试验相比更有优势。在该患者群体中,使用纳沃单抗和伊匹单抗阻断抗pd -1/CTLA-4可能是单药治疗的替代治疗选择。ClinicalTrials.gov注册:NCT04969887
{"title":"Nivolumab and Ipilimumab in Advanced Mismatch Repair–Deficient/Microsatellite Instability–High Noncolorectal Cancers","authors":"Matteo S. Carlino, Bo Gao, Michael Michael, Henry Marshall, Ashray Gunjur, Howard Chan, Rob Zielinski, Jane So, Samuel J. Harris, Damien Kee, Ian M. Collins, Wei-Sen Lam, Megan Lyle, Craig Underhill, Michael P. Brown, Rosemary Harrup, Shu-Fen Wong, John Grady, Mandy Ballinger, Elnaz Tavancheh, David M. Thomas, Jodie Palmer, Kylie Wilkie, Jonathan Cebon, Oliver Klein","doi":"10.1001/jamaoncol.2025.4721","DOIUrl":"https://doi.org/10.1001/jamaoncol.2025.4721","url":null,"abstract":"Importance Mismatch repair–deficient (dMMR)/microsatellite instability–high (MSI-H) cancers constitute one of the most immunogenic tumors. Anti–programmed cell death 1 (PD-1) monotherapy provides durable responses in a third of patients with advanced dMMR/MSI-H noncolorectal cancers. Combined anti–PD-1/cytotoxic lymphocyte antigen 4 (CTLA-4) blockade using nivolumab and ipilimumab has shown superiority to anti–PD-1 monotherapy in other immunogenic cancers such as metastatic melanoma. The Combination Immunotherapy in Rare Cancers Under Investigation (MOST-CIRCUIT) is the first trial that investigated combined anti–PD-1/CTLA-4 blockade in advanced dMMR/MSI-H noncolorectal cancers. Objective To evaluate the efficacy and safety of combined anti–PD-1/CTLA-4 blockade using nivolumab and ipilimumab in advanced dMMR/MSI-H noncolorectal cancers. Design, Setting, and Participants The MOST-CIRCUIT prospective multicenter nonrandomized phase 2 clinical trial enrolled 52 patients with advanced dMMR/MSI-H into cohort D. Patients were enrolled from August 2021 to February 2024 across 17 Australian and New Zealand sites. The analysis itself took place in May 2025. Interventions Patients received nivolumab, 3 mg/kg, and ipilimumab, 1 mg/kg, every 3 weeks for 4 doses, followed by nivolumab, 480 mg, every 4 weeks for 96 weeks, until disease progression or the development of unacceptable toxic effects. Main outcome and Measures The co-primary end points were objective response rate (ORR) and 6-month progression-free survival (6-PFS) as assessed by Response Evaluation Criteria in Solid Tumors (RECIST) version 1.1, with the secondary end points being median overall survival (mOS), progression-free survival (PFS), and treatment-related toxic effects. Results Overall, 52 participants were included. The median (range) age of participants was 62 (29-84) years; 41 (79%) were female individuals and 11 (21%) were male individuals. Overall, 52 patients representing 17 tumor types were enrolled, with the most common tumor type being endometrial cancer (26 [50%]). Twenty-seven patients (52%) were pretreated for metastatic disease. ORR was 63% (95% CI, 50% to 75%) with the median duration of response not being reached and 79% of responses being ongoing. The median PFS and OS have not been reached and the 6-month PFS was 71% (95% CI, 57%-81%). Overall, 12 patients (23%) experienced a grade 3/4 immune-related adverse event. Conclusions and Relevance This nonrandomized clinical trial found that combined anti–PD-1/CTLA-4 blockade was associated with a high rate of durable responses in dMMR/MSI-H noncolorectal cancers, comparing favorably to published trials using anti–PD-1/programmed cell death ligand 1 monotherapy. Anti–PD-1/CTLA-4 blockade using nivolumab and ipilimumab may represent an alternative treatment option to monotherapy in this patient population. Trial Registration ClinicalTrials.gov registration: <jats:ext-link xmlns:xlink=\"http://www.w3.org/1999/xlink\" ext-link-type=\"","PeriodicalId":14850,"journal":{"name":"JAMA Oncology","volume":"53 1","pages":""},"PeriodicalIF":28.4,"publicationDate":"2025-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145498653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Dual Immune Checkpoint Blockade in Microsatellite Instability-High Cancers-Effective, but for Whom and When? 双免疫检查点阻断在微卫星不稳定性-高肿瘤-有效,但对谁和何时有效?
IF 28.4 1区 医学 Q1 ONCOLOGY Pub Date : 2025-11-13 DOI: 10.1001/jamaoncol.2025.4612
Casey M Cosgrove
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引用次数: 0
Semaglutide and Tirzepatide Prescribing for Obesity in Patients With Preexisting Comorbid Cancers 西马鲁肽和替西帕肽处方治疗既往存在合并症癌症患者的肥胖
IF 28.4 1区 医学 Q1 ONCOLOGY Pub Date : 2025-11-06 DOI: 10.1001/jamaoncol.2025.4560
Chungsoo Kim, Michaela A. Dinan, Timothy J. Robinson, Joseph S. Ross, Ania M. Jastreboff, Harlan M. Krumholz, Yuan Lu
This cohort study compares incident and prevalent prescription rates of glucagon-like peptide-1 receptor agonists among adults with at least 1 obesity-related comorbidity and newly diagnosed cancer.
这项队列研究比较了至少有1种肥胖相关合并症和新诊断癌症的成年人中胰高血糖素样肽-1受体激动剂的发生率和流行处方率。
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引用次数: 0
Muscle Mass, Fragility, Weight Loss, and Cancer Treatment 肌肉质量,脆弱性,体重减轻和癌症治疗
IF 28.4 1区 医学 Q1 ONCOLOGY Pub Date : 2025-11-06 DOI: 10.1001/jamaoncol.2025.4521
Timothy P. Dougherty, Rainer J. Klement, Colin E. Champ
This Viewpoint discusses adverse effects associated with pharmacologic treatment of patients with cancer and overweight or obesity and emphasizes the importance of lifestyle modifications.
本观点讨论了与癌症和超重或肥胖患者的药物治疗相关的不良反应,并强调了改变生活方式的重要性。
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引用次数: 0
Unrelated Donor Age and Recipient Outcomes After Posttransplant Cyclophosphamide vs Conventional Prophylaxis 不相关的供体年龄和受体移植后环磷酰胺与常规预防的结果
IF 28.4 1区 医学 Q1 ONCOLOGY Pub Date : 2025-11-06 DOI: 10.1001/jamaoncol.2025.4551
Rohtesh S. Mehta, Rodney A. Sparapani, Christopher G. Kanakry, Shannon R. McCurdy, Jennifer Saultz, Aleksandr Lazaryan, Filippo Milano, Stephanie J. Lee
Importance Advanced age in unrelated donors (URDs) is a well-established risk factor in allogeneic hematopoietic cell transplant (HCT), leading registries to prioritize younger donors. However, this paradigm relevance is uncertain in the era of posttransplant cyclophosphamide (PTCy) for graft-vs-host disease (GVHD) prophylaxis, a strategy increasingly adopted for its effectiveness. Clarifying this association is crucial for optimizing donor selection and potentially expanding the donor pool. Objective To determine whether the association of older URD age with overall survival differs between patients receiving PTCy-based vs conventional calcineurin inhibitor (CNI)−based GVHD prophylaxis. Design, Setting, and Participants This was a multicenter cohort study using registry data from the Center for International Blood and Marrow Transplant Research for January 2017 through June 2021. Eligible participants were adult patients with acute leukemia or myelodysplastic syndrome who underwent an allogeneic HCT from a URD who was fully matched for 8 of 8 human leukocyte antigen loci (MUD) or mismatched for 7 of 8 human leukocyte antigen loci (MMUD). Data were analyzed from January to June 2025. Exposures GVHD prophylaxis regimen (PTCy-based vs CNI-based) and donor age (analyzed continuously and categorically). Main Outcomes and Measures Overall survival was the primary outcome, with associations assessed using a multipronged approach including least absolute shrinkage and selection operator (LASSO)−penalized Cox proportional hazards models, inverse probability of treatment weighting (IPTW), and XGBoost machine learning. Results The study analysis included 10 025 patients (mean [SD] age, 56.5 [14.4] years; 4379 female [43.7%] and 5646 male [56.3%] individuals) among whom 7272 (72.5%) had received MUD-CNI; 1681 (16.8%%) MUD-PTCy; 613 (6.1%) MMUD-PTCy; and 459 (4.6%) MMUD-CNI. Increasing donor age was associated with worse OS in CNI-based MUD (hazard ratio [HR], 1.004-1.009 per year increase) and MMUD (HR, 1.022-1.034) cohorts. Conversely, this association was not observed in the combined PTCy cohort (HR, 1.001-1.007). These findings were robust across standard and overlap weighted IPTW, LASSO-penalized models, and XGBoost analyses. The attenuated association in the PTCy cohort was primarily driven by a lack of association between donor age and nonrelapse mortality. Conclusions and Relevance The findings of this cohort study indicate that the association of donor age with URD HCT outcomes appears to be mitigated in the PTCy setting, suggesting that PTCy may counteract some of the adverse effects associated with increased unrelated donor age. This observation challenges existing paradigms and warrants validation in independent cohorts, and if validated, could substantially expand the donor pool.
非亲属献血者高龄(URDs)是同种异体造血细胞移植(HCT)中一个公认的危险因素,导致登记处优先考虑年轻献血者。然而,在移植后环磷酰胺(PTCy)用于移植物抗宿主病(GVHD)预防的时代,这种范式相关性是不确定的,这是一种越来越多地采用的策略,因为它的有效性。澄清这种联系对于优化供体选择和潜在地扩大供体库至关重要。目的确定接受ptcy与传统的基于钙调磷酸酶抑制剂(CNI)的GVHD预防的患者之间,老年URD年龄与总生存的相关性是否不同。设计、环境和参与者这是一项多中心队列研究,使用国际血液和骨髓移植研究中心2017年1月至2021年6月的注册数据。符合条件的参与者是患有急性白血病或骨髓增生异常综合征的成年患者,他们接受了来自URD的异基因HCT, 8个人类白细胞抗原位点(MUD)中的8个完全匹配或8个人类白细胞抗原位点(MMUD)中的7个不匹配。数据分析时间为2025年1月至6月。暴露情况GVHD预防方案(基于ptc vs基于cni)和供体年龄(连续和分类分析)。主要结局和测量指标:总体生存率是主要结局,使用多管齐下的方法评估相关性,包括最小绝对收缩和选择算子(LASSO)惩罚的Cox比例风险模型、治疗加权逆概率(IPTW)和XGBoost机器学习。结果纳入10025例患者(平均[SD]年龄56.5[14.4]岁,女性4379例(43.7%),男性5646例(56.3%)),其中7272例(72.5%)接受过MUD-CNI;1681 (16.8%) MUD-PTCy;613 (6.1%) MMUD-PTCy;459个(4.6%)MMUD-CNI。在基于cni的MUD(风险比[HR],每年增加1.004-1.009)和MMUD(风险比,1.022-1.034)队列中,供者年龄的增加与更差的OS相关。相反,在联合PTCy队列中没有观察到这种关联(HR, 1.001-1.007)。这些发现在标准和重叠加权IPTW、lasso惩罚模型和XGBoost分析中都是稳健的。在PTCy队列中,相关性减弱主要是由于供体年龄和非复发死亡率之间缺乏相关性。该队列研究的结果表明,在PTCy组中,供者年龄与URD HCT结果的相关性似乎有所减弱,这表明PTCy可能抵消了与非相关供者年龄增加相关的一些不良影响。这一观察结果挑战了现有的范例,需要在独立的队列中进行验证,如果得到验证,可以大大扩大捐助者池。
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引用次数: 0
Emerging Artificial Intelligence Technologies for Risk Assessment and Management in Acute Myeloid Leukemia 新兴人工智能技术在急性髓性白血病风险评估和管理中的应用
IF 28.4 1区 医学 Q1 ONCOLOGY Pub Date : 2025-11-06 DOI: 10.1001/jamaoncol.2025.3601
Mohammad Amin Ansarian, Mahsa Fatahichegeni, Rui Xu, Ying Chen, Xiaoning Wang, Juan Ren, Huasheng Liu
Importance Acute myeloid leukemia (AML) is a severe hematologic cancer with complex genetic heterogeneity necessitating personalized treatment approaches. Artificial intelligence (AI) technologies may revolutionize risk stratification, diagnosis enhancement, and treatment planning in addressing critical gaps in AML management, particularly in low-resource health care environments. Observations This narrative review synthesizes existing AI applications in 3 primary areas of AML management. Machine learning algorithms integrating clinical, cytogenetic, and molecular data demonstrate greater prognostic accuracy than conventional European LeukemiaNet (ELN) guidelines. Deep learning approaches to image analysis yield excellent results for AML subtype identification from bone marrow smears (area under the receiver operating characteristic curve [AUROC]: 0.97) and genetic variant prediction (eg, NPM1 status [AUROC: 0.92]). AI-driven genomic analysis reveals novel prognostic signatures and therapeutic targets through advanced pattern recognition, with high-dimensional machine learning achieving greater than 99% accuracy in AML classification from transcriptomic data. Explainable AI models overcome the black box limitation through interpretable algorithms with Shapley Additive Explanations values and local interpretable model-agnostic explanation techniques. Federated learning approaches enable multi-institutional collaboration with protection of patient privacy, with 96.5% accuracy in leukemia classification on heterogeneous datasets. Conclusions and Relevance AI technologies hold potential to improve AML treatment through enhanced risk stratification, early detection capabilities, and individualized treatment optimization. The transition toward explainable AI models is essential to clinical readiness, with federated learning architectures resolving data scarcity concerns. Seamless integration requires harmonized data standards, robust regulatory frameworks, and equitable access to technology to fully realize the transformative potential of AI in improving outcomes for patients with AML globally.
急性髓性白血病(AML)是一种严重的血液系统癌症,具有复杂的遗传异质性,需要个性化的治疗方法。人工智能(AI)技术可能会彻底改变风险分层、诊断增强和治疗计划,以解决AML管理中的关键空白,特别是在资源匮乏的卫生保健环境中。本综述综合了现有AI在AML管理的3个主要领域的应用。整合临床、细胞遗传学和分子数据的机器学习算法比传统的欧洲白血病网(ELN)指南显示出更高的预后准确性。图像分析的深度学习方法在骨髓片AML亚型鉴定(受试者工作特征曲线下面积[AUROC]: 0.97)和遗传变异预测(如NPM1状态[AUROC: 0.92])方面取得了优异的结果。人工智能驱动的基因组分析通过先进的模式识别揭示了新的预后特征和治疗靶点,高维机器学习从转录组学数据中实现了超过99%的AML分类准确率。可解释的人工智能模型通过Shapley加性解释值和局部可解释模型不可知论解释技术的可解释算法克服了黑箱限制。联邦学习方法使多机构协作能够保护患者隐私,在异构数据集上的白血病分类准确率达到96.5%。人工智能技术通过增强风险分层、早期检测能力和个性化治疗优化,具有改善AML治疗的潜力。向可解释的人工智能模型的过渡对临床准备至关重要,联邦学习架构解决了数据稀缺问题。无缝整合需要统一的数据标准、健全的监管框架和公平获取技术,以充分发挥人工智能在改善全球AML患者预后方面的变革性潜力。
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JAMA Oncology
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