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Integrated Multi-Omic Analysis Reveals Novel Subtype-Specific Regulatory Interactions in Pediatric B-Cell Acute Lymphoblastic Leukemia. 综合多组学分析揭示了儿童b细胞急性淋巴细胞白血病中新的亚型特异性调控相互作用。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-03-03 DOI: 10.3390/cancers18050813
Irina Pushel, Zachary S Clark, Lisa A Lansdon, Byunggil Yoo, Michaella J Rekowski, Nicole M Wood, Michael P Washburn, Midhat S Farooqi

Background/Objectives: Molecular subtyping of pediatric B-cell acute lymphoblastic leukemia (B-ALL) has improved patient outcomes through stratification and selection of targeted therapies. Despite extensive genomic and transcriptomic profiling of this cancer, few studies to date have characterized the proteomic landscape, although proteins are the direct targets of many therapeutic agents. Methods: In this study, we demonstrate the utility of multi-omic integration of global transcriptomic, proteomic, and phosphoproteomic profiles of samples from patients diagnosed with either of two B-ALL subtypes-Ph-like (BCR::ABL1-like) and ETV6::RUNX1. Through individual and multi-omic analysis, we recapitulate known transcriptomic findings and identify novel subtype-specific proteomic and phosphoproteomic biomarkers. Conclusions: Our findings suggest a previously undescribed role for calcium-dependent signaling processes in Ph-like B-ALL, which has the potential to serve as a novel avenue for targeted treatments. By integrating multiple -omics modalities, we identify not only features of interest but also begin to unravel the regulatory interactions driving subtype-specific mechanisms of leukemogenesis. This integrated analytic approach paves the way for enhanced precision medicine for precise subtyping and treatment selection for pediatric leukemia patients.

背景/目的:儿童b细胞急性淋巴细胞白血病(B-ALL)的分子分型通过分层和靶向治疗的选择改善了患者的预后。尽管对这种癌症进行了广泛的基因组和转录组分析,但迄今为止很少有研究描述了蛋白质组学的特征,尽管蛋白质是许多治疗药物的直接靶点。方法:在这项研究中,我们展示了对诊断为两种B-ALL亚型(BCR::ABL1-like)和ETV6::RUNX1)的患者样本的转录组学、蛋白质组学和磷酸化蛋白质组学图谱的多组学整合的应用。通过个体和多组学分析,我们总结了已知的转录组学发现,并确定了新的亚型特异性蛋白质组学和磷蛋白质组学生物标志物。结论:我们的研究结果表明,在ph样B-ALL中,钙依赖性信号传导过程具有先前未描述的作用,这有可能成为靶向治疗的新途径。通过整合多种组学模式,我们不仅确定了感兴趣的特征,而且开始揭示驱动亚型特异性白血病发生机制的调节相互作用。这种综合的分析方法为儿科白血病患者精确分型和治疗选择的精准医疗铺平了道路。
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引用次数: 0
Impact of Treatment Package Time on Survival in Patients with Head and Neck Adenoid Cystic Carcinoma. 治疗包时间对头颈部腺样囊性癌患者生存的影响。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-03-03 DOI: 10.3390/cancers18050816
Emile Gogineni, Ela Kini, Demond Handley, Yevgeniya Gokun, Sung Jun Ma, David J Konieczkowski, Darrion L Mitchell, Simeng Zhu, John C Grecula, Sachin R Jhawar, Marcelo Bonomi, Priyanka Bhateja, Kyle K VanKoevering, Ricardo L Carrau, James W Rocco, Arnab Chakravarti, Dukagjin M Blakaj, Matthew Old, Sujith Baliga, Rafi Kabarriti

Background/objectives: Treatment delays have been shown to be associated with overall survival (OS) in head and neck squamous cell carcinomas (HNSCCs). Given the slow tumor growth kinetics of adenoid cystic carcinoma (ACC), it is unclear if delays have a similar impact in this tumor histology.

Methods: We queried the National Cancer Database for patients diagnosed with non-metastatic ACC between the years 2004 and 2019 and treated with surgery followed by RT. A multivariable Cox regression model was used to examine the associations between the time from diagnosis to surgery, the duration of RT, and OS.

Results: A total of 1449 patients were included for analysis. Increased time from diagnosis to surgery (HR: 1.02, 95% CI: 1.01-1.03, p < 0.001) and duration of RT (HR: 1.14, 95% CI: 1.04-1.25, p = 0.004) were associated with worse survival on UVA, while time from surgery to RT start was not (p = 0.647). Increased duration of RT (aHR: 1.13, 95% CI: 1.03-1.24, p = 0.012) remained significantly associated with OS on multivariable analysis, while time from diagnosis to surgery (aHR: 1.00, 95% CI: 0.98-1.02, p = 0.979) did not.

Conclusions: Delays in treatment initiation and in the interval from surgery to radiation did not result in clinically significant differences in survival in this analysis, while prolonged duration of radiation therapy was significantly associated with worse survival. These findings are hypothesis-generating and suggest that treatment delays for ACC may have different effects on oncologic outcomes than those for HNSCC; however, prospective data is paramount to verify these results before strong conclusions can be made.

背景/目的:治疗延迟已被证明与头颈部鳞状细胞癌(HNSCCs)的总生存期(OS)相关。鉴于腺样囊性癌(ACC)的肿瘤生长动力学缓慢,目前尚不清楚延迟是否对这种肿瘤组织学有类似的影响。方法:我们查询了国家癌症数据库中2004年至2019年间诊断为非转移性ACC并接受手术后再进行RT治疗的患者。使用多变量Cox回归模型来检查从诊断到手术的时间、RT持续时间和OS之间的关系。结果:共纳入1449例患者进行分析。从诊断到手术的时间延长(HR: 1.02, 95% CI: 1.01-1.03, p < 0.001)和RT持续时间(HR: 1.14, 95% CI: 1.04-1.25, p = 0.004)与UVA生存率较差相关,而从手术到RT开始的时间无相关性(p = 0.647)。多变量分析显示,RT持续时间的增加(aHR: 1.13, 95% CI: 1.03-1.24, p = 0.012)与OS保持显著相关,而从诊断到手术的时间(aHR: 1.00, 95% CI: 0.98-1.02, p = 0.979)与OS无显著相关。结论:在本分析中,延迟治疗开始时间和从手术到放疗的间隔时间不会导致临床显着的生存差异,而延长放疗时间与较差的生存显著相关。这些发现是假设产生的,并表明ACC的治疗延迟可能对肿瘤预后的影响不同于HNSCC;然而,在得出强有力的结论之前,前瞻性数据对验证这些结果至关重要。
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引用次数: 0
Comparison of MOLES and MelAInoma for Differentiating Small Choroidal Melanomas from Nevi. 痣与黑色素瘤鉴别痣小脉络膜黑色素瘤的比较。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-03-03 DOI: 10.3390/cancers18050818
Katerina Stripling, Hannah Coudé Adam, Mats Holmström, Gustav Stålhammar

Background: Early identification of small choroidal melanomas is important, as metastatic risk increases with tumor size. However, distinguishing small melanomas from benign choroidal nevi is challenging and may lead to unnecessary referrals and overtreatment. Both the MOLES scoring system and the deep learning algorithm MelAInoma have been developed to support assessment of pigmented choroidal lesions in non-expert settings. This study aims to compare the association between MOLES and MelAInoma scores and to assess their relative association with expert melanoma versus nevus diagnosis. Methods: In this retrospective cohort study, 86 patients with small pigmented choroidal lesions (29 melanomas and 57 nevi) diagnosed at a national ocular oncology referral center were included. MOLES scores were assigned by ocular oncologists based on multimodal examination, whereas MelAInoma scores were generated solely from color fundus photographs. Associations between scores were assessed using linear regression and the Jonckheere-Terpstra test. Univariable and multivariable binary logistic regression was used to evaluate associations with melanoma diagnosis. Results: MelAInoma scores increased monotonically with higher MOLES categories (p = 0.0001). Linear regression showed a statistically significant association between MOLES and MelAInoma scores, but with substantial dispersion (R2 = 0.16). In univariable logistic regression, both MOLES and MelAInoma scores were associated with increased odds of melanoma diagnosis. MelAInoma showed a stronger association with diagnosis than MOLES (R2 = 0.38 vs. 0.27). In multivariable analysis including both scores, each remained independently associated with melanoma diagnosis. Conclusions: Both MOLES and MelAInoma are effective for differentiating small choroidal melanomas from nevi. Although the scores are statistically associated, they capture partly distinct information. MelAInoma demonstrates slightly stronger association with melanoma diagnosis and provides fully reproducible output, supporting its role as a complementary aid in lesion triage.

背景:早期发现小脉络膜黑色素瘤是很重要的,因为转移风险随着肿瘤大小的增加而增加。然而,区分小黑色素瘤和良性脉络膜痣是具有挑战性的,并可能导致不必要的转诊和过度治疗。已经开发了痣评分系统和深度学习算法MelAInoma,以支持在非专家环境下评估色素脉络膜病变。本研究旨在比较痣和黑色素瘤评分之间的关系,并评估其与专家黑色素瘤和痣诊断的相对关系。方法:在这项回顾性队列研究中,86例在国家眼科肿瘤转诊中心诊断的小色素脉络膜病变(29例黑色素瘤和57例痣)。痣评分由眼科肿瘤学家根据多模态检查确定,而黑色素瘤评分仅由眼底彩色照片生成。使用线性回归和Jonckheere-Terpstra测试评估得分之间的关联。单变量和多变量二元logistic回归用于评估与黑色素瘤诊断的关联。结果:黑色素瘤评分随痣类型的增加而单调增加(p = 0.0001)。线性回归显示痣与黑色素瘤评分有统计学意义,但存在较大的离散性(R2 = 0.16)。在单变量logistic回归中,痣和黑色素瘤评分都与黑色素瘤诊断的几率增加有关。黑色素瘤与诊断的相关性强于黑痣(R2 = 0.38 vs. 0.27)。在包括这两个分数的多变量分析中,每一个分数都与黑色素瘤诊断独立相关。结论:黑痣和黑色素瘤是鉴别小脉络膜黑色素瘤和痣的有效方法。尽管这些分数在统计上是相关的,但它们捕捉到了部分不同的信息。黑色素瘤显示与黑色素瘤诊断的相关性稍强,并提供完全可重复的输出,支持其作为病变分诊辅助的作用。
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引用次数: 0
Circulating Tumour DNA After Neoadjuvant Therapy in Non-Metastatic Colon Cancer: A Systematic Review and Implications for Surgical Decision-Making. 非转移性结肠癌新辅助治疗后循环肿瘤DNA:系统回顾和对手术决策的影响。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-03-03 DOI: 10.3390/cancers18050815
Mahmoud M Salama, Charles Eddershaw, Hugo C Temperley, Arvin Kumar Perthiani, John O Larkin, Brian J Mehigan, Dara O Kavanagh, Paul H McCormick, David Gallagher, Charles Gillham, Emily Harrold, Michael E Kelly

Introduction: Neoadjuvant systemic and immunotherapy strategies in non-metastatic colon cancer have demonstrated high pathological response rates, raising interest in surgery-sparing approaches. Circulating tumour DNA (ctDNA) is an emerging biomarker for treatment response and minimal residual disease, but its role in guiding surgical omission in colon cancer remains unclear. This systematic review evaluates the diagnostic and prognostic accuracy of ctDNA in predicting pathological response following neoadjuvant therapy in non-metastatic colon cancer.

Methods: A systematic review was conducted in accordance with PRISMA guidelines. PubMed, Embase/MEDLINE, Scopus, and the Cochrane Register were searched from inception to 21 October 2025. Eligible studies included adults with non-metastatic colon cancer treated with neoadjuvant therapy who had serial ctDNA assessment prior to surgery.

Results: Three cohort studies comprising 100 patients met inclusion criteria. Baseline ctDNA detection ranged from 42% to 84%. Across studies, ctDNA clearance following neoadjuvant therapy was consistently associated with major pathological response or pathological complete response, whereas persistent ctDNA strongly predicted residual viable tumour at resection. In the largest prospective cohort, 5 of 26 patients (19%) achieved ctDNA clearance prior to surgery; all were pathological responders, while 19 of 26 patients (73%) with persistent ctDNA demonstrated no pathological response. No study reported pathological complete response in the presence of persistently positive ctDNA. No prospective trial formally evaluated ctDNA-guided surgical omission.

Conclusions: Current evidence does not support the use of ctDNA alone to guide omission of surgery after neoadjuvant therapy in non-metastatic colon cancer-even in patients who show complete pathological response. While persistent ctDNA reliably identifies patients with residual disease, ctDNA clearance lacks sufficient positive predictive value to safely forego surgery. Prospective trials with standardised ctDNA platforms and predefined non-operative management protocols are required before ctDNA-guided organ preservation can be recommended.

在非转移性结肠癌中,新辅助的全身和免疫治疗策略已经显示出很高的病理反应率,这引起了人们对省去手术方法的兴趣。循环肿瘤DNA (ctDNA)是一种新兴的治疗反应和最小残留疾病的生物标志物,但其在指导结肠癌手术遗漏中的作用尚不清楚。本系统综述评估了ctDNA在预测非转移性结肠癌新辅助治疗后病理反应中的诊断和预后准确性。方法:按照PRISMA指南进行系统评价。PubMed, Embase/MEDLINE, Scopus和Cochrane Register从成立到2025年10月21日进行检索。符合条件的研究包括接受新辅助治疗的非转移性结肠癌的成年人,他们在手术前进行了连续的ctDNA评估。结果:包括100例患者的3项队列研究符合纳入标准。基线ctDNA检测范围为42%至84%。在所有研究中,新辅助治疗后的ctDNA清除始终与主要病理反应或病理完全反应相关,而持续的ctDNA强烈预测切除后残留的活肿瘤。在最大的前瞻性队列中,26名患者中有5名(19%)在手术前实现了ctDNA清除;所有患者均为病理应答,而26例持续性ctDNA患者中有19例(73%)未表现出病理应答。没有研究报道ctDNA持续阳性的病理完全缓解。没有前瞻性试验正式评估ctdna引导的手术遗漏。结论:目前的证据不支持单独使用ctDNA来指导非转移性结肠癌新辅助治疗后不进行手术,即使在表现出完全病理反应的患者中也是如此。虽然持续的ctDNA可以可靠地识别残留疾病的患者,但ctDNA清除缺乏足够的阳性预测价值,无法安全地放弃手术。在推荐ctDNA引导的器官保存之前,需要使用标准化的ctDNA平台和预定义的非手术管理方案进行前瞻性试验。
{"title":"Circulating Tumour DNA After Neoadjuvant Therapy in Non-Metastatic Colon Cancer: A Systematic Review and Implications for Surgical Decision-Making.","authors":"Mahmoud M Salama, Charles Eddershaw, Hugo C Temperley, Arvin Kumar Perthiani, John O Larkin, Brian J Mehigan, Dara O Kavanagh, Paul H McCormick, David Gallagher, Charles Gillham, Emily Harrold, Michael E Kelly","doi":"10.3390/cancers18050815","DOIUrl":"10.3390/cancers18050815","url":null,"abstract":"<p><strong>Introduction: </strong>Neoadjuvant systemic and immunotherapy strategies in non-metastatic colon cancer have demonstrated high pathological response rates, raising interest in surgery-sparing approaches. Circulating tumour DNA (ctDNA) is an emerging biomarker for treatment response and minimal residual disease, but its role in guiding surgical omission in colon cancer remains unclear. This systematic review evaluates the diagnostic and prognostic accuracy of ctDNA in predicting pathological response following neoadjuvant therapy in non-metastatic colon cancer.</p><p><strong>Methods: </strong>A systematic review was conducted in accordance with PRISMA guidelines. PubMed, Embase/MEDLINE, Scopus, and the Cochrane Register were searched from inception to 21 October 2025. Eligible studies included adults with non-metastatic colon cancer treated with neoadjuvant therapy who had serial ctDNA assessment prior to surgery.</p><p><strong>Results: </strong>Three cohort studies comprising 100 patients met inclusion criteria. Baseline ctDNA detection ranged from 42% to 84%. Across studies, ctDNA clearance following neoadjuvant therapy was consistently associated with major pathological response or pathological complete response, whereas persistent ctDNA strongly predicted residual viable tumour at resection. In the largest prospective cohort, 5 of 26 patients (19%) achieved ctDNA clearance prior to surgery; all were pathological responders, while 19 of 26 patients (73%) with persistent ctDNA demonstrated no pathological response. No study reported pathological complete response in the presence of persistently positive ctDNA. No prospective trial formally evaluated ctDNA-guided surgical omission.</p><p><strong>Conclusions: </strong>Current evidence does not support the use of ctDNA alone to guide omission of surgery after neoadjuvant therapy in non-metastatic colon cancer-even in patients who show complete pathological response. While persistent ctDNA reliably identifies patients with residual disease, ctDNA clearance lacks sufficient positive predictive value to safely forego surgery. Prospective trials with standardised ctDNA platforms and predefined non-operative management protocols are required before ctDNA-guided organ preservation can be recommended.</p>","PeriodicalId":9681,"journal":{"name":"Cancers","volume":"18 5","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12984180/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147455574","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
Impact of Hydrogel Spacer Insertion on Radiation Dose to Erectile Structures and Longitudinal Sexual Function in Prostate Cancer Patients. 水凝胶间隔剂插入对前列腺癌患者勃起结构辐射剂量和纵向性功能的影响。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-03-03 DOI: 10.3390/cancers18050814
Eyael Zeru, Ziwei Feng, Liang Dong, Ning Meng, Yike Guo, Yi Luo, Yin Zhang, Holly Schuh, Kai Ding

Background: Erectile dysfunction is a common late effect of prostate radiotherapy. Hydrogel spacers aim to reduce radiation exposure to nearby structures by increasing the distance between the prostate and surrounding tissues, potentially preserving sexual function. Methods: In this retrospective cohort study of 117 prostate cancer patients who received hydrogel spacers, we compared pre- and post-insertion radiation dose and anatomical positioning of erectile structures using paired t-tests. Longitudinal sexual function, assessed via EPIC scores, was modeled using linear mixed-effects regression with natural splines (df = 3), incorporating random intercepts and slopes to account for within-subject variability. Results: Spacer insertion significantly reduced radiation dose to the left and right neurovascular bundles (mean reductions: 1.66 Gy, 95% CI: 1.32-2.00; and 1.64 Gy, 95% CI: 1.28-2.01, respectively; p < 0.01) and the right perineal artery (1.33 Gy, 95% CI: 0.57-2.09; p < 0.01). No significant dose changes were observed for the penile bulb or left perineal artery, nor in anatomical distances. However, spatial displacement was confirmed by significant overlap and integrated volume changes. Longitudinal modeling showed a significant decline in sexual function between 12 and ≥36 months post-treatment (Spline 2: β = -12.72, 95% CI: -18.52--6.92 and Spline 3: β = -6.68, 95% CI: -10.96--2.40; p < 0.01). Conclusions: Hydrogel spacer insertion was associated with significant reductions in radiation dose to erectile structures, most notably the neurovascular bundles and the right perineal artery. However, longitudinal analyses revealed no corresponding preservation of sexual function. These findings suggest that while hydrogel spacers effectively reduce radiation exposure to key anatomical structures, their clinical benefit for maintaining erectile function remains uncertain.

背景:勃起功能障碍是前列腺放射治疗常见的晚期效应。水凝胶间隔物旨在通过增加前列腺和周围组织之间的距离来减少辐射对附近结构的影响,从而潜在地保持性功能。方法:在117例接受水凝胶隔离剂治疗的前列腺癌患者的回顾性队列研究中,我们使用配对t检验比较了植入前后的辐射剂量和勃起结构的解剖定位。纵向性功能,通过EPIC评分评估,使用自然样条线性混合效应回归(df = 3)建模,结合随机截距和斜率来解释受试者内部的可变性。结果:置入间隔器显著降低左、右神经血管束辐射剂量(平均降低1.66 Gy, 95% CI: 1.32 ~ 2.00; 1.64 Gy, 95% CI: 1.28 ~ 2.01, p < 0.01)和右会阴部动脉辐射剂量(1.33 Gy, 95% CI: 0.57 ~ 2.09, p < 0.01)。在阴茎球或左会阴动脉中没有观察到明显的剂量变化,也没有观察到解剖距离的变化。然而,显著的重叠和整体体积变化证实了空间位移。纵向模型显示,在治疗后12至≥36个月期间,性功能显著下降(样条2:β = -12.72, 95% CI: -18.52—6.92;样条3:β = -6.68, 95% CI: -10.96—2.40;p < 0.01)。结论:水凝胶间隔物的插入与勃起结构,尤其是神经血管束和右会阴动脉的辐射剂量的显著降低有关。然而,纵向分析显示没有相应的性功能保存。这些发现表明,虽然水凝胶隔离剂有效地减少了关键解剖结构的辐射暴露,但其在维持勃起功能方面的临床益处仍不确定。
{"title":"Impact of Hydrogel Spacer Insertion on Radiation Dose to Erectile Structures and Longitudinal Sexual Function in Prostate Cancer Patients.","authors":"Eyael Zeru, Ziwei Feng, Liang Dong, Ning Meng, Yike Guo, Yi Luo, Yin Zhang, Holly Schuh, Kai Ding","doi":"10.3390/cancers18050814","DOIUrl":"10.3390/cancers18050814","url":null,"abstract":"<p><p><b>Background:</b> Erectile dysfunction is a common late effect of prostate radiotherapy. Hydrogel spacers aim to reduce radiation exposure to nearby structures by increasing the distance between the prostate and surrounding tissues, potentially preserving sexual function. <b>Methods:</b> In this retrospective cohort study of 117 prostate cancer patients who received hydrogel spacers, we compared pre- and post-insertion radiation dose and anatomical positioning of erectile structures using paired t-tests. Longitudinal sexual function, assessed via EPIC scores, was modeled using linear mixed-effects regression with natural splines (df = 3), incorporating random intercepts and slopes to account for within-subject variability. <b>Results:</b> Spacer insertion significantly reduced radiation dose to the left and right neurovascular bundles (mean reductions: 1.66 Gy, 95% CI: 1.32-2.00; and 1.64 Gy, 95% CI: 1.28-2.01, respectively; <i>p</i> < 0.01) and the right perineal artery (1.33 Gy, 95% CI: 0.57-2.09; <i>p</i> < 0.01). No significant dose changes were observed for the penile bulb or left perineal artery, nor in anatomical distances. However, spatial displacement was confirmed by significant overlap and integrated volume changes. Longitudinal modeling showed a significant decline in sexual function between 12 and ≥36 months post-treatment (Spline 2: β = -12.72, 95% CI: -18.52--6.92 and Spline 3: β = -6.68, 95% CI: -10.96--2.40; <i>p</i> < 0.01). <b>Conclusions:</b> Hydrogel spacer insertion was associated with significant reductions in radiation dose to erectile structures, most notably the neurovascular bundles and the right perineal artery. However, longitudinal analyses revealed no corresponding preservation of sexual function. These findings suggest that while hydrogel spacers effectively reduce radiation exposure to key anatomical structures, their clinical benefit for maintaining erectile function remains uncertain.</p>","PeriodicalId":9681,"journal":{"name":"Cancers","volume":"18 5","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12984333/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147455498","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
Pharmacologic and Oncohistone Inhibition of SETD2 Converge on Genomic Instability. SETD2在基因组不稳定性上的药理学和组蛋白抑制。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-03-03 DOI: 10.3390/cancers18050819
Alyssa T Paparella, Ashley G Boice, In Young Park, Rajkishor Nishad, Durga Tripathi, Seth A Nelson, Edward W Pietryk, H Josh Jang, Ian J Frew, W Kimryn Rathmell, Frank M Mason, Cristian Coarfa, Ruhee Dere, Cheryl Lyn Walker

Background/objectives: SETD2 is a dual-function methyltransferase important for methylation of histone H3 at lysine 36 and α-tubulin in spindle microtubules. Genetic inactivation of SETD2 during oncogenesis drives loss of H3K36me3, genomic instability, and cancer progression. This study asked if disruption of genomic stability was a canonical feature of SETD2 inactivation via different pathways.

Methods: We evaluated the impact of EPZ-719, a pharmacologic SETD2 inhibitor, and an H3.3K36M mutant histone ("oncohistone") that binds and sequesters SETD2, on methylation activity and genomic stability in human cell lines. SETD2 activity was measured using in vitro methylation assays, H3K36me3 loss confirmed by Western analysis, and mitotic defects, specifically micronuclei and chromatin bridges, quantified with cytogenetic analysis.

Results: EPZ-719 caused a dose- and time-dependent reduction in SETD2 activity on both histone and tubulin substrates, accompanied by significant increases in chromatin bridges and micronuclei in retinal pigmented epithelial (RPE-1) and 786-O ccRCC cells. Similarly, oncohistone expression markedly decreased SETD2 function, as determined by H3K36me3 levels, and induced comparable mitotic defects in 786-O cells, and aneuploidy in two chondrocyte cell lines expressing the H3.3K36M oncohistone. Combining EPZ-719 with H3.3K36M expression did not exacerbate mitotic defects beyond either oncohistone or pharmacologic inhibition alone, consistent with inhibition of SETD2 as their shared underlying mechanism of action.

Conclusions: Pharmacologic inhibition and oncohistone-mediated sequestration of SETD2 converge on the induction of mitotic defects, underscoring SETD2's essential role in maintaining genomic stability. Identification of loss of genomic stability as a canonical feature of SETD2 inactivation points to a potential therapeutic liability associated with targeting SETD2 in cancers where it is overexpressed and reveals a mechanism that could contribute to the progression of cancers expressing oncohistone mutations.

背景/目的:SETD2是一种双功能甲基转移酶,对赖氨酸36处组蛋白H3和纺锤体微管中α-微管蛋白的甲基化很重要。在肿瘤发生过程中,SETD2基因失活会导致H3K36me3缺失、基因组不稳定和癌症进展。这项研究询问基因组稳定性的破坏是否是通过不同途径的SETD2失活的典型特征。方法:我们评估了药理学SETD2抑制剂EPZ-719和结合和隔离SETD2的H3.3K36M突变组蛋白(“oncohistone”)对人细胞系甲基化活性和基因组稳定性的影响。SETD2活性通过体外甲基化测定,H3K36me3损失通过Western分析证实,有丝分裂缺陷,特别是微核和染色质桥,通过细胞遗传学分析量化。结果:EPZ-719引起组蛋白和微管蛋白底物上SETD2活性的剂量和时间依赖性降低,并伴随着视网膜色素上皮(RPE-1)和786-O ccRCC细胞中染色质桥和微核的显著增加。同样,通过H3K36me3水平测定,癌组蛋白表达显著降低SETD2功能,并在786-O细胞中诱导类似的有丝分裂缺陷,并在两种表达H3.3K36M癌组蛋白的软骨细胞系中诱导非整倍性。EPZ-719与H3.3K36M的联合表达不会加重有丝分裂缺陷,除了单独的组蛋白或药物抑制外,这与SETD2的抑制是它们共同的潜在作用机制是一致的。结论:SETD2的药理学抑制和瘤组蛋白介导的隔离集中在有丝分裂缺陷的诱导上,强调了SETD2在维持基因组稳定性中的重要作用。将基因组稳定性丧失作为SETD2失活的典型特征的鉴定,指向了针对SETD2过表达的癌症的潜在治疗责任,并揭示了一种可能促进表达癌组蛋白突变的癌症进展的机制。
{"title":"Pharmacologic and Oncohistone Inhibition of SETD2 Converge on Genomic Instability.","authors":"Alyssa T Paparella, Ashley G Boice, In Young Park, Rajkishor Nishad, Durga Tripathi, Seth A Nelson, Edward W Pietryk, H Josh Jang, Ian J Frew, W Kimryn Rathmell, Frank M Mason, Cristian Coarfa, Ruhee Dere, Cheryl Lyn Walker","doi":"10.3390/cancers18050819","DOIUrl":"10.3390/cancers18050819","url":null,"abstract":"<p><strong>Background/objectives: </strong>SETD2 is a dual-function methyltransferase important for methylation of histone H3 at lysine 36 and α-tubulin in spindle microtubules. Genetic inactivation of SETD2 during oncogenesis drives loss of H3K36me3, genomic instability, and cancer progression. This study asked if disruption of genomic stability was a canonical feature of SETD2 inactivation via different pathways.</p><p><strong>Methods: </strong>We evaluated the impact of EPZ-719, a pharmacologic SETD2 inhibitor, and an H3.3K36M mutant histone (\"oncohistone\") that binds and sequesters SETD2, on methylation activity and genomic stability in human cell lines. SETD2 activity was measured using <i>in vitro</i> methylation assays, H3K36me3 loss confirmed by Western analysis, and mitotic defects, specifically micronuclei and chromatin bridges, quantified with cytogenetic analysis.</p><p><strong>Results: </strong>EPZ-719 caused a dose- and time-dependent reduction in SETD2 activity on both histone and tubulin substrates, accompanied by significant increases in chromatin bridges and micronuclei in retinal pigmented epithelial (RPE-1) and 786-O ccRCC cells. Similarly, oncohistone expression markedly decreased SETD2 function, as determined by H3K36me3 levels, and induced comparable mitotic defects in 786-O cells, and aneuploidy in two chondrocyte cell lines expressing the H3.3K36M oncohistone. Combining EPZ-719 with H3.3K36M expression did not exacerbate mitotic defects beyond either oncohistone or pharmacologic inhibition alone, consistent with inhibition of SETD2 as their shared underlying mechanism of action.</p><p><strong>Conclusions: </strong>Pharmacologic inhibition and oncohistone-mediated sequestration of SETD2 converge on the induction of mitotic defects, underscoring SETD2's essential role in maintaining genomic stability. Identification of loss of genomic stability as a canonical feature of SETD2 inactivation points to a potential therapeutic liability associated with targeting SETD2 in cancers where it is overexpressed and reveals a mechanism that could contribute to the progression of cancers expressing oncohistone mutations.</p>","PeriodicalId":9681,"journal":{"name":"Cancers","volume":"18 5","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12984950/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147455667","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
Reply to Roesler et al. Comment on "Karaulic et al. Exploring Novel Applications: Repositioning Clinically Approved Therapies for Medulloblastoma Treatment. Cancers 2025, 17, 3659". 回复罗斯勒等人。评论“Karaulic et al.”探索新的应用:重新定位临床批准的治疗髓母细胞瘤的方法。巨蟹座2025,17,3659”。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-03-02 DOI: 10.3390/cancers18050803
Arthur Karaulic, Clémence Fournier, Gilles Pagès

We gratefully thank R [...].

我们非常感谢R[…]。
{"title":"Reply to Roesler et al. Comment on \"Karaulic et al. Exploring Novel Applications: Repositioning Clinically Approved Therapies for Medulloblastoma Treatment. <i>Cancers</i> 2025, <i>17</i>, 3659\".","authors":"Arthur Karaulic, Clémence Fournier, Gilles Pagès","doi":"10.3390/cancers18050803","DOIUrl":"10.3390/cancers18050803","url":null,"abstract":"<p><p>We gratefully thank R [...].</p>","PeriodicalId":9681,"journal":{"name":"Cancers","volume":"18 5","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12984842/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147455349","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
Real-World Outcomes of Primary Versus Interval Debulking Surgery in a Multicenter Cohort of Advanced Ovarian Cancer Patients Treated with Bevacizumab. 在贝伐单抗治疗的晚期卵巢癌患者的多中心队列中,初次手术与间歇手术的实际结果
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-03-02 DOI: 10.3390/cancers18050805
Kaja Michalczyk, Lubomir Bodnar, Marta Czeluścińska-Murawiec, Anna Dańska-Bidzińska, Paweł Derlatka, Beata Maćkowiak-Matejczyk, Wioleta Sawczuk, Barbara Radecka, Edyta Operacz, Szymon Piątek, Ewa Kalinka, Adam Miller, Anita Chudecka-Głaz

Background: With an ongoing debate concerning the optimal timing of advanced ovarian cancer surgical treatment, primary debulking surgery (PDS) versus neoadjuvant chemotherapy followed by interval debulking surgery (IDS), this study aimed to compare survival outcomes between PDS and IDS populations and evaluate prognostic factors in a real-world cohort of patients treated with first-line chemotherapy and bevacizumab.

Methods: A retrospective multi-center study was conducted involving 369 patients with newly diagnosed advanced ovarian cancer. Patient data included demographics, histology, treatment details, chemotherapy response, and survival outcomes. Kaplan-Meier estimates with log-rank tests were used for univariate analyses, as well as Cox proportional hazard models for multivariate analyses.

Results: Patients undergoing IDS were older (62.5 vs. 60.0 years), had higher pretreatment CA-125 (1846 vs. 395.6 IU/mL), an increased proportion were at with stage IV (36.25% vs. 21.10%), and they received fewer bevacizumab cycles (12 vs. 18) compared to those undergoing PDS. Median progression-free survival (PFS) was 18.6 months (95% CI: 17.3-20.2) and overall survival (OS) was 45.4 months (95% CI: 41.1-52.1). Multivariate analysis confirmed poor chemotherapy response (HR 1.80, 95% CI: 1.36-2.37; p < 0.0001) and IDS (HR 1.65, 95% CI: 1.37-2.39; p < 0.0001) as independent predictors of shorter PFS. For OS, independent risk factors were age > 70 (HR 1.62; p = 0.0202), poor response (HR 2.03; p < 0.0001), and IDS (HR 1.75; p = 0.0006).

Conclusions: In this real-world cohort treated with first-line chemotherapy and bevacizumab, interval debulking surgery was associated with inferior progression-free and overall survival compared with primary debulking surgery. However, these findings reflect a high-risk population and are strongly influenced by patient selection and treatment pathways, underscoring the need for cautious interpretation.

背景:关于晚期卵巢癌手术治疗的最佳时机,原发性减体积手术(PDS)与新辅助化疗后间隔减体积手术(IDS)的争论正在进行,本研究旨在比较PDS和IDS人群的生存结果,并评估一线化疗和贝伐单抗治疗的现实世界队列患者的预后因素。方法:对369例新诊断晚期卵巢癌患者进行回顾性多中心研究。患者资料包括人口统计学、组织学、治疗细节、化疗反应和生存结果。单变量分析使用Kaplan-Meier估计和log-rank检验,多变量分析使用Cox比例风险模型。结果:与接受PDS的患者相比,接受IDS的患者年龄较大(62.5岁vs. 60.0岁),CA-125预处理较高(1846对395.6 IU/mL), IV期比例增加(36.25%对21.10%),接受贝伐单抗周期较少(12对18)。中位无进展生存期(PFS)为18.6个月(95% CI: 17.3-20.2),总生存期(OS)为45.4个月(95% CI: 41.1-52.1)。多因素分析证实化疗反应差(HR 1.80, 95% CI: 1.36-2.37; p < 0.0001)和IDS (HR 1.65, 95% CI: 1.37-2.39; p < 0.0001)是较短PFS的独立预测因子。OS的独立危险因素为年龄70岁(HR 1.62, p = 0.0202)、不良反应(HR 2.03, p < 0.0001)和IDS (HR 1.75, p = 0.0006)。结论:在这个接受一线化疗和贝伐单抗治疗的现实世界队列中,与初次减容手术相比,间歇减容手术的无进展和总生存期较差。然而,这些发现反映了高风险人群,并受到患者选择和治疗途径的强烈影响,强调了谨慎解释的必要性。
{"title":"Real-World Outcomes of Primary Versus Interval Debulking Surgery in a Multicenter Cohort of Advanced Ovarian Cancer Patients Treated with Bevacizumab.","authors":"Kaja Michalczyk, Lubomir Bodnar, Marta Czeluścińska-Murawiec, Anna Dańska-Bidzińska, Paweł Derlatka, Beata Maćkowiak-Matejczyk, Wioleta Sawczuk, Barbara Radecka, Edyta Operacz, Szymon Piątek, Ewa Kalinka, Adam Miller, Anita Chudecka-Głaz","doi":"10.3390/cancers18050805","DOIUrl":"10.3390/cancers18050805","url":null,"abstract":"<p><strong>Background: </strong>With an ongoing debate concerning the optimal timing of advanced ovarian cancer surgical treatment, primary debulking surgery (PDS) versus neoadjuvant chemotherapy followed by interval debulking surgery (IDS), this study aimed to compare survival outcomes between PDS and IDS populations and evaluate prognostic factors in a real-world cohort of patients treated with first-line chemotherapy and bevacizumab.</p><p><strong>Methods: </strong>A retrospective multi-center study was conducted involving 369 patients with newly diagnosed advanced ovarian cancer. Patient data included demographics, histology, treatment details, chemotherapy response, and survival outcomes. Kaplan-Meier estimates with log-rank tests were used for univariate analyses, as well as Cox proportional hazard models for multivariate analyses.</p><p><strong>Results: </strong>Patients undergoing IDS were older (62.5 vs. 60.0 years), had higher pretreatment CA-125 (1846 vs. 395.6 IU/mL), an increased proportion were at with stage IV (36.25% vs. 21.10%), and they received fewer bevacizumab cycles (12 vs. 18) compared to those undergoing PDS. Median progression-free survival (PFS) was 18.6 months (95% CI: 17.3-20.2) and overall survival (OS) was 45.4 months (95% CI: 41.1-52.1). Multivariate analysis confirmed poor chemotherapy response (HR 1.80, 95% CI: 1.36-2.37; <i>p</i> < 0.0001) and IDS (HR 1.65, 95% CI: 1.37-2.39; <i>p</i> < 0.0001) as independent predictors of shorter PFS. For OS, independent risk factors were age > 70 (HR 1.62; <i>p</i> = 0.0202), poor response (HR 2.03; <i>p</i> < 0.0001), and IDS (HR 1.75; <i>p</i> = 0.0006).</p><p><strong>Conclusions: </strong>In this real-world cohort treated with first-line chemotherapy and bevacizumab, interval debulking surgery was associated with inferior progression-free and overall survival compared with primary debulking surgery. However, these findings reflect a high-risk population and are strongly influenced by patient selection and treatment pathways, underscoring the need for cautious interpretation.</p>","PeriodicalId":9681,"journal":{"name":"Cancers","volume":"18 5","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12984216/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147455838","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
Robotic Vessel Sealer vs. Robotic Bipolar Grasper in Partial Nephrectomy. 机器人血管封闭器与机器人双极抓取器在部分肾切除术中的应用。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-03-02 DOI: 10.3390/cancers18050802
Murad Asali, Osman Hallak, Galeb Asali

Background: Robotic-assisted partial nephrectomy (RAPN) is widely used for nephron-sparing surgery. Vessel sealing technologies play a crucial role in these procedures, influencing ischemia time, blood loss, and surgical outcomes. This study compares the efficacy and safety of using a robotic vessel sealer (VS) versus conventional bipolar energy in robotic partial nephrectomy.

Methods: A retrospective analysis was conducted on patients (n = 112) undergoing RAPN using either a robotic VS or bipolar energy grasper between 2023 and 2025. Parameters analyzed included ischemia time, estimated blood loss (EBL), postoperative complications, and functional outcomes. Statistical comparisons were performed to assess differences in perioperative and postoperative metrics.

Results: The vessel sealer (VS) group (n = 54) had significantly lower blood loss (40 mL vs. 132.5 mL, p = 0.037) than the bipolar group (n = 58). Ischemia time was similar (24.5 min vs. 20.46 min, p = 0.444). No significant differences were found in operative time, console time, docking time, or postoperative complications (p > 0.05). The tumor diameter (CT: 28.38 mm vs. 25.5 mm, p = 0.655; pathology: 2.34 cm vs. 1.96 cm, p = 0.375) and Radius-Exophytic/Endophytic-Nearness to collecting system or sinus-Anterior/posterior-Location relative to polar lines (RENAL) score (7.00 vs. 6.17, p = 0.202) were slightly higher in the bipolar group but not statistically significant.

Conclusions: Both techniques seem to be used for tumors of comparable size and complexity, suggesting no strong selection bias. Future research should prioritize randomized controlled trials assessing long-term renal function, cost-effectiveness, and potential refinements of robotic vessel sealing technology. A broader, multicenter analysis could provide further insight into optimal device selection for robotic partial nephrectomy.

背景:机器人辅助部分肾切除术(RAPN)广泛应用于肾保留手术。血管密封技术在这些手术中起着至关重要的作用,影响缺血时间、失血量和手术结果。本研究比较了机器人肾部分切除术中使用机器人血管封闭器(VS)与传统双极能量的有效性和安全性。方法:对2023年至2025年期间使用机器人VS或双极能量抓取器进行RAPN的患者(n = 112)进行回顾性分析。分析的参数包括缺血时间、估计失血量(EBL)、术后并发症和功能结局。通过统计学比较评估围手术期和术后指标的差异。结果:血管密封(VS)组(n = 54)的失血量(40 mL VS . 132.5 mL, p = 0.037)明显低于双相组(n = 58)。缺血时间相似(24.5 min vs. 20.46 min, p = 0.444)。两组手术时间、控制台时间、对接时间及术后并发症差异无统计学意义(p < 0.05)。双相组肿瘤直径(CT: 28.38 mm vs. 25.5 mm, p = 0.655;病理:2.34 cm vs. 1.96 cm, p = 0.375)和桡骨-外生/内生-靠近收集系统或窦-前/后-相对于极线的位置(RENAL)评分(7.00 vs. 6.17, p = 0.202)略高,但无统计学意义。结论:两种技术似乎都适用于大小和复杂程度相当的肿瘤,表明没有强烈的选择偏差。未来的研究应优先考虑随机对照试验,评估长期肾功能、成本效益和机器人血管密封技术的潜在改进。更广泛的多中心分析可以为机器人部分肾切除术的最佳设备选择提供进一步的见解。
{"title":"Robotic Vessel Sealer vs. Robotic Bipolar Grasper in Partial Nephrectomy.","authors":"Murad Asali, Osman Hallak, Galeb Asali","doi":"10.3390/cancers18050802","DOIUrl":"10.3390/cancers18050802","url":null,"abstract":"<p><strong>Background: </strong>Robotic-assisted partial nephrectomy (RAPN) is widely used for nephron-sparing surgery. Vessel sealing technologies play a crucial role in these procedures, influencing ischemia time, blood loss, and surgical outcomes. This study compares the efficacy and safety of using a robotic vessel sealer (VS) versus conventional bipolar energy in robotic partial nephrectomy.</p><p><strong>Methods: </strong>A retrospective analysis was conducted on patients (n = 112) undergoing RAPN using either a robotic VS or bipolar energy grasper between 2023 and 2025. Parameters analyzed included ischemia time, estimated blood loss (EBL), postoperative complications, and functional outcomes. Statistical comparisons were performed to assess differences in perioperative and postoperative metrics.</p><p><strong>Results: </strong>The vessel sealer (VS) group (n = 54) had significantly lower blood loss (40 mL vs. 132.5 mL, <i>p</i> = 0.037) than the bipolar group (n = 58). Ischemia time was similar (24.5 min vs. 20.46 min, <i>p</i> = 0.444). No significant differences were found in operative time, console time, docking time, or postoperative complications (<i>p</i> > 0.05). The tumor diameter (CT: 28.38 mm vs. 25.5 mm, <i>p</i> = 0.655; pathology: 2.34 cm vs. 1.96 cm, <i>p</i> = 0.375) and Radius-Exophytic/Endophytic-Nearness to collecting system or sinus-Anterior/posterior-Location relative to polar lines (RENAL) score (7.00 vs. 6.17, <i>p</i> = 0.202) were slightly higher in the bipolar group but not statistically significant.</p><p><strong>Conclusions: </strong>Both techniques seem to be used for tumors of comparable size and complexity, suggesting no strong selection bias. Future research should prioritize randomized controlled trials assessing long-term renal function, cost-effectiveness, and potential refinements of robotic vessel sealing technology. A broader, multicenter analysis could provide further insight into optimal device selection for robotic partial nephrectomy.</p>","PeriodicalId":9681,"journal":{"name":"Cancers","volume":"18 5","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12984546/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147455572","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
Artificial Intelligence for RECIST-Based Radiologic Treatment Response Assessment in Solid Tumors: A Systematic Review of Imaging- and Report-Derived Approaches. 基于recist的实体肿瘤放射治疗反应评估的人工智能:影像学和报告衍生方法的系统回顾。
IF 4.4 2区 医学 Q1 ONCOLOGY Pub Date : 2026-03-02 DOI: 10.3390/cancers18050808
Agnieszka Leszczyńska, Michał Seweryn, Rafał Obuchowicz, Michał Strzelecki, Adam Piórkowski, Paweł Michał Potocki

Background/objectives: To systematically review and critically appraise AI methods for RECIST-based radiologic treatment response assessment in solid tumors, comparing image-derived and report-derived approaches and summarizing their performance, agreement with reference standards, and validation quality.

Methods: This systematic review followed PRISMA guidelines. We searched Embase, MEDLINE, Web of Science, Scopus, and the Cochrane Library on 6 December 2025. We included English-language original studies (2015-2025) in solid tumors where AI directly assigned RECIST response categories and was validated against a reference standard; studies without RECIST-based response endpoints or non-solid tumor populations were excluded. We distinguished image-based techniques that assign RECIST categories from direct analysis of imaging data from report-based techniques that infer RECIST categories from radiology reports using natural language processing.

Results: Evidence remains sparse; we identified four eligible studies (two image-based and two report-based). DeepSeek-V3-0324 and GatorTron, both report-based approaches, achieved high accuracy (96.5% and 89%, respectively) in treatment response evaluation, with DeepSeek demonstrating higher expert agreement (κ 0.85-0.90). The nnU-Net and 3D U-Net pipelines, both image-based, showed high segmentation performance (DSC 0.85, VS 0.89) and treatment response classification accuracy of 0.77 for R1, with moderate agreement with the manual reference (κ = 0.60); nnU-Net also achieved moderate to almost perfect agreement (Cohen's κ 0.67-0.81) in RECIST 1.1 measurements.

Conclusions: AI-based RECIST-oriented response assessment is feasible and potentially beneficial for standardization, efficiency, and scalability, but current evidence is limited and heterogeneous, requiring larger multi-center studies with rigorous external validation before clinical adoption. Key limitations include data source variability, reference standard inconsistencies, and lack of robust external validation.

背景/目的:系统回顾和批判性评价基于recist的实体瘤放射治疗反应评估的AI方法,比较图像衍生和报告衍生方法,总结其性能、与参考标准的一致性和验证质量。方法:本系统综述遵循PRISMA指南。我们在2025年12月6日检索了Embase、MEDLINE、Web of Science、Scopus和Cochrane Library。我们纳入了实体肿瘤的英语原始研究(2015-2025),其中人工智能直接分配了RECIST反应类别,并根据参考标准进行了验证;没有基于recist的反应终点或非实体肿瘤人群的研究被排除在外。我们将分配RECIST类别的基于图像的技术与直接分析成像数据的基于报告的技术区分开来,这些技术使用自然语言处理从放射学报告中推断RECIST类别。结果:证据仍然稀少;我们确定了四项符合条件的研究(两项基于图像和两项基于报告)。DeepSeek- v3 -0324和GatorTron都是基于报告的方法,在治疗反应评估中获得了很高的准确性(分别为96.5%和89%),DeepSeek表现出更高的专家一致性(κ 0.85-0.90)。基于图像的nnU-Net和3D U-Net管道显示出较高的分割性能(DSC为0.85,VS为0.89),R1的治疗反应分类精度为0.77,与手工参考的一致性中等(κ = 0.60);nnU-Net在RECIST 1.1测量中也达到了中等到几乎完美的一致性(Cohen's κ 0.67-0.81)。结论:基于人工智能的基于recist的反应评估是可行的,并且可能有利于标准化、效率和可扩展性,但目前的证据有限且异构,在临床应用之前需要更大规模的多中心研究和严格的外部验证。主要的限制包括数据源的可变性、参考标准的不一致性以及缺乏可靠的外部验证。
{"title":"Artificial Intelligence for RECIST-Based Radiologic Treatment Response Assessment in Solid Tumors: A Systematic Review of Imaging- and Report-Derived Approaches.","authors":"Agnieszka Leszczyńska, Michał Seweryn, Rafał Obuchowicz, Michał Strzelecki, Adam Piórkowski, Paweł Michał Potocki","doi":"10.3390/cancers18050808","DOIUrl":"10.3390/cancers18050808","url":null,"abstract":"<p><strong>Background/objectives: </strong>To systematically review and critically appraise AI methods for RECIST-based radiologic treatment response assessment in solid tumors, comparing image-derived and report-derived approaches and summarizing their performance, agreement with reference standards, and validation quality.</p><p><strong>Methods: </strong>This systematic review followed PRISMA guidelines. We searched Embase, MEDLINE, Web of Science, Scopus, and the Cochrane Library on 6 December 2025. We included English-language original studies (2015-2025) in solid tumors where AI directly assigned RECIST response categories and was validated against a reference standard; studies without RECIST-based response endpoints or non-solid tumor populations were excluded. We distinguished image-based techniques that assign RECIST categories from direct analysis of imaging data from report-based techniques that infer RECIST categories from radiology reports using natural language processing.</p><p><strong>Results: </strong>Evidence remains sparse; we identified four eligible studies (two image-based and two report-based). DeepSeek-V3-0324 and GatorTron, both report-based approaches, achieved high accuracy (96.5% and 89%, respectively) in treatment response evaluation, with DeepSeek demonstrating higher expert agreement (κ 0.85-0.90). The nnU-Net and 3D U-Net pipelines, both image-based, showed high segmentation performance (DSC 0.85, VS 0.89) and treatment response classification accuracy of 0.77 for R1, with moderate agreement with the manual reference (κ = 0.60); nnU-Net also achieved moderate to almost perfect agreement (Cohen's κ 0.67-0.81) in RECIST 1.1 measurements.</p><p><strong>Conclusions: </strong>AI-based RECIST-oriented response assessment is feasible and potentially beneficial for standardization, efficiency, and scalability, but current evidence is limited and heterogeneous, requiring larger multi-center studies with rigorous external validation before clinical adoption. Key limitations include data source variability, reference standard inconsistencies, and lack of robust external validation.</p>","PeriodicalId":9681,"journal":{"name":"Cancers","volume":"18 5","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12984241/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147455964","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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Cancers
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