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Artificial intelligence for single-omics in ovarian cancer: a methodological review. 人工智能用于卵巢癌单组学研究:方法学综述。
IF 4.7 2区 医学 Q1 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-09 DOI: 10.1016/j.ijgc.2025.104452
Pilar Ordás, Jose Crossa, Luis Chiva

Ovarian cancer is a leading cause of cancer-related mortality among women, with poor prognosis and limited survival in advanced stages. The integration of artificial intelligence with omics data offers new opportunities to enhance the diagnosis, prognosis, and treatment of this disease. This narrative review synthesizes evidence from 14 studies published between 2021 and 2024 that applied artificial intelligence to genomic, transcriptomic, metabolomic, micro-biomic, and epigenomic data sets in patients with epithelial ovarian cancer. These studies explored artificial intelligence models for disease detection, chemotherapy response prediction, and genetic risk stratification. Despite promising results (eg, high classification accuracy and area under the curve values in some models), significant limitations were observed, including small sample sizes, retrospective and single-center designs, and inconsistent use of validation data sets. The review highlights critical methodological considerations such as data preprocessing, normalization, and feature selection, which substantially influence model performance and reproducibility. Although classification models (eg, deep learning, random forest, and support vector machines) were most commonly used, regression approaches were less frequent and under-used, despite their value for modeling continuous outcomes such as survival time. Overall, artificial intelligence-based approaches demonstrate great potential for advancing personalized medicine in ovarian cancer. However, future research must prioritize larger, multi-center, prospective studies with robust validation strategies and improved model interpretability to enable clinical implementation.

卵巢癌是女性癌症相关死亡的主要原因,预后差,晚期生存期有限。人工智能与组学数据的整合为增强这种疾病的诊断、预后和治疗提供了新的机会。本叙述性综述综合了2021年至2024年间发表的14项研究的证据,这些研究将人工智能应用于上皮性卵巢癌患者的基因组、转录组、代谢组、微生物组和表观基因组数据集。这些研究探索了用于疾病检测、化疗反应预测和遗传风险分层的人工智能模型。尽管结果令人鼓舞(例如,某些模型的分类精度和曲线下面积值较高),但仍存在显著的局限性,包括样本量小、回顾性和单中心设计,以及验证数据集的使用不一致。这篇综述强调了关键的方法学考虑因素,如数据预处理、规范化和特征选择,这些因素对模型的性能和可重复性有很大的影响。尽管分类模型(如深度学习、随机森林和支持向量机)是最常用的,但回归方法的使用频率较低,使用不足,尽管它们对连续结果(如生存时间)的建模有价值。总的来说,基于人工智能的方法在推进卵巢癌个性化医疗方面显示出巨大的潜力。然而,未来的研究必须优先考虑规模更大、多中心、前瞻性的研究,这些研究必须具有稳健的验证策略和改进的模型可解释性,以实现临床应用。
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引用次数: 0
Single-port robotic splenectomy in secondary cytoreduction for recurrent high-grade serous ovarian cancer. 单孔机器人脾切除术在复发的高级别浆液性卵巢癌的继发细胞减少中的应用。
IF 4.7 2区 医学 Q1 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-09 DOI: 10.1016/j.ijgc.2026.104482
Simone Bruni, Gabriella Schivardi, Ilaria Betella, Roberto Biffi, Giovanni Damiano Aletti, Angelo Maggioni, Vanna Zanagnolo
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引用次数: 0
Single-port retroperitoneal robot-assisted para-aortic lymphadenectomy with sentinel mapping using Da Vinci SP. 单孔腹膜后机器人辅助腹主动脉旁淋巴结切除术与前哨定位使用达芬奇SP。
IF 4.7 2区 医学 Q1 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-08 DOI: 10.1016/j.ijgc.2026.104476
Thomas Dabreteau, Houssein El Hajj, Philippe Morice, Sébastien Gouy
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引用次数: 0
Correspondence on "Clinical characteristics of vulvar basal cell carcinoma: a multi-center, retrospective study in China"1 by Yao et al. Yao等《外阴基底细胞癌的临床特征:中国多中心回顾性研究》1对应。
IF 4.7 2区 医学 Q1 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-08 DOI: 10.1016/j.ijgc.2026.104470
Ran An, Hui Gu, Rui Liu
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引用次数: 0
Elenagen, a p62/SQSTM1-encoding plasmid, improves overall survival in patients with platinum-resistant ovarian cancer: a phase II trial. Elenagen是一种p62/ sqstm1编码质粒,可提高铂耐药卵巢癌患者的总生存率:一项II期试验。
IF 4.7 2区 医学 Q1 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-07 DOI: 10.1016/j.ijgc.2025.104456
Sergei Krasny, Yauheni Baranau, Evgeny Bakin, Sergey Polyakov, Olga Streltsova, Ekaterina Zharkova, Aliona Filimonava, Gabriel Levin, Vladimir Gabai, Alexander Shneider

Objective: Platinum-resistant ovarian cancer remains a major therapeutic challenge, with limited benefit from currently available cytotoxic agents. Elenagen is a newly developed plasmid DNA-based anti-cancer agent that encodes p62/SQSTM1 protein, a multi-functional adapter protein involved in selective autophagy, signal transduction, and modulation of the inflammatory response. We previously reported the progression-free survival outcomes of patients with platinum-resistant ovarian cancer treated with Elenagen. We report the overall survival results from a phase II randomized controlled trial comparing Elenagen plus gemcitabine with gemcitabine alone.

Methods: This open-label, prospective, randomized, 2-center study enrolled women with platinum-resistant ovarian cancer. Patients were randomly assigned (1:1) to receive gemcitabine monotherapy (1000 mg/m2 on days 1 and 8 every 21 days) or gemcitabine plus Elenagen (2.5 mg intra-muscularly weekly). The primary end point was overall survival; secondary end points included safety, post-progression outcomes, and time-dependent analyses of Elenagen exposure. Survival was analyzed using Kaplan-Meier and Cox proportional hazards models.

Results: Thirty patients (15 per arm) were evaluable for overall survival. Baseline demographic and clinical characteristics were balanced between groups. Among patients with elevated CA-125 levels (> 35 U/mL), median overall survival was 13 months (95% confidence interval [CI] 10 to 27) in the gemcitabine arm and 25 months (95% CI 17 to not reached) in the Elenagen plus gemcitabine arm (log-rank p = .031). Treatment with Elenagen was associated with a 59% reduction in the risk of death (hazard ratio 0.41, 95% CI 0.18 to 0.94, p = .036). Time-dependent and landmark analyses demonstrated a positive association between longer Elenagen exposure and improved survival (p < .001). No additional safety signals were observed compared with gemcitabine alone. Post-progression survival and subsequent therapy patterns were comparable between arms.

Conclusions: The addition of Elenagen to gemcitabine prolonged overall survival in patients with platinum-resistant ovarian cancer without increasing toxicity.

Trial registration: NCT05979298, 2023-08-07.

目的:铂耐药卵巢癌仍然是一个主要的治疗挑战,目前可用的细胞毒性药物的疗效有限。Elenagen是一种新开发的基于质粒dna的抗癌药物,其编码p62/SQSTM1蛋白,这是一种参与选择性自噬、信号转导和炎症反应调节的多功能适配蛋白。我们之前报道了Elenagen治疗铂耐药卵巢癌患者的无进展生存结果。我们报告了一项比较Elenagen联合吉西他滨与单独吉西他滨的II期随机对照试验的总生存结果。方法:这项开放标签、前瞻性、随机、双中心研究纳入了铂耐药卵巢癌女性患者。患者被随机分配(1:1)接受吉西他滨单药治疗(1000 mg/m2,第1天和第8天每21天)或吉西他滨加Elenagen(每周2.5 mg肌内注射)。主要终点为总生存期;次要终点包括安全性、进展后结局和Elenagen暴露的时间依赖性分析。生存率分析采用Kaplan-Meier和Cox比例风险模型。结果:30例患者(每组15例)可评估总生存期。各组之间的基线人口学和临床特征平衡。在CA-125水平升高的患者中,吉西他滨组的中位总生存期为13个月(95%置信区间[CI] 10至27),Elenagen +吉西他滨组的中位总生存期为25个月(95% CI 17至未达到)(log-rank p = 0.031)。Elenagen治疗与死亡风险降低59%相关(风险比0.41,95% CI 0.18 ~ 0.94, p = 0.036)。时间依赖性和里程碑性分析表明,更长时间的Elenagen暴露与生存率的提高呈正相关(p < 0.001)。与单独使用吉西他滨相比,未观察到额外的安全性信号。两组间进展后生存率和后续治疗模式具有可比性。结论:在吉西他滨中加入Elenagen可延长铂耐药卵巢癌患者的总生存期,且不增加毒性。试验注册:NCT05979298, 2023-08-07。
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引用次数: 0
Correspondence on " Long-term oral contraceptive use as a risk factor for high-grade cervical lesions in women with high-risk human papillomavirus: a retrospective cohort analysis" by Farzaneh et al. Farzaneh等人关于“长期口服避孕药作为高危人乳头瘤病毒感染妇女高级别宫颈病变的危险因素:回顾性队列分析”的对应文章。
IF 4.7 2区 医学 Q1 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-07 DOI: 10.1016/j.ijgc.2025.104461
Polat Dursun, Bilge Pinar Keskinsoy, Damla Özdemir
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引用次数: 0
Correspondence on "Opportunistic salpingectomy during gynecologic and non-gynecologic abdominopelvic procedures for ovarian cancer primary prevention: A cost-effectiveness analysis" by Adjei et al. 关于Adjei等人的“妇科和非妇科盆腔手术中机会性输卵管切除术用于卵巢癌一级预防:成本-效果分析”的对应文章。
IF 4.7 2区 医学 Q1 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-06 DOI: 10.1016/j.ijgc.2025.104468
Jiehua Han, Yindan Shi
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引用次数: 0
Correspondence on "Association of platinum-based chemotherapy with survival in ovarian carcinosarcoma: A retrospective two-center cohort study" by Abozenah et al. Abozenah等人对“卵巢癌肉瘤中铂类化疗与生存的关联:一项回顾性双中心队列研究”的对应。
IF 4.7 2区 医学 Q1 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-06 DOI: 10.1016/j.ijgc.2025.104467
Jiehua Han, Yindan Shi
{"title":"Correspondence on \"Association of platinum-based chemotherapy with survival in ovarian carcinosarcoma: A retrospective two-center cohort study\" by Abozenah et al.","authors":"Jiehua Han, Yindan Shi","doi":"10.1016/j.ijgc.2025.104467","DOIUrl":"https://doi.org/10.1016/j.ijgc.2025.104467","url":null,"abstract":"","PeriodicalId":14097,"journal":{"name":"International Journal of Gynecological Cancer","volume":" ","pages":"104467"},"PeriodicalIF":4.7,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146085463","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
Neoadjuvant chemotherapy plus cadonilimab followed by extra-fascial hysterectomy for International Federation of Gynecology and Obstetrics stage IB2 cervical cancer: a prospective, multi-center, single-arm, phase 2 trial. 国际妇产联合会IB2期宫颈癌新辅助化疗加卡多尼单抗后筋膜外子宫切除术:一项前瞻性、多中心、单臂、2期试验
IF 4.7 2区 医学 Q1 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-05 DOI: 10.1016/j.ijgc.2025.104457
Yingjie Hu, Hanxu Cheng, Jing Chen, Shuting Chen, Yingyan Han, Chaoyang Sun, Gang Chen, Kezhen Li

Background: Radical hysterectomy remains the standard treatment for stage IB2 cervical carcinoma but is often accompanied by considerable peri-operative and long-term complications that impair quality of life. The increasing emphasis on functional preservation has prompted exploration of less extensive surgical options, whereas neoadjuvant chemoimmunotherapy may induce tumor downstaging, enabling more conservative surgery without compromising oncologic safety.

Primary objective: To evaluate the feasibility of extra-fascial hysterectomy after neoadjuvant chemoimmunotherapy as an alternative to radical hysterectomy in patients with stage IB2 cervical cancer.

Study hypothesis: Neoadjuvant chemoimmunotherapy promotes tumor regression and risk factor reduction, allowing patients with IB2 cervical cancer to meet pre-defined ConCerV-based criteria for extra-fascial hysterectomy while maintaining acceptable oncologic and quality-of-life outcomes.

Trial design: This is a multi-center, prospective, single-arm phase II trial. After 3 cycles of neoadjuvant chemoimmunotherapy (nab-paclitaxel, cisplatin, and cadonilimab), patients with post-treatment tumor size ≤2 cm who meet the ConCerV-based criteria on cone biopsy will undergo extra-fascial hysterectomy. Others will proceed to radical hysterectomy.

Major inclusion/exclusion criteria: Eligible patients have treatment-naïve International Federation of Gynecology and Obstetrics 2018 stage IB2 cervical cancer. Acceptable histologic sub-types include squamous cell carcinoma (all grades), common-type adenocarcinoma (grade 1/2 or Silva pattern A/B), and adenosquamous carcinoma (grade 1/2).

Primary endpoint: The proportion of patients meeting pre-defined ConCerV-based criteria after neoadjuvant chemoimmunotherapy.

Sample size: 50.

Estimated dates for completing accrual and presenting results: The recruitment is expected to be finalized by September 2027, with the primary analysis scheduled to occur 3 months after the final patient completes treatment and long-term follow-up at 2 and 5 years.

Trial registration: ClinicalTrials.gov NCT06289751.

背景:根治性子宫切除术仍然是IB2期宫颈癌的标准治疗方法,但常伴有相当大的围手术期和长期并发症,影响生活质量。对功能保存的日益重视促使了对不太广泛的手术选择的探索,而新辅助化学免疫治疗可能会诱导肿瘤分期降低,从而在不影响肿瘤安全性的情况下进行更保守的手术。主要目的:评价IB2期宫颈癌新辅助化疗免疫治疗后筋膜外子宫切除术替代根治性子宫切除术的可行性。研究假设:新辅助化疗免疫治疗促进肿瘤消退和降低危险因素,使IB2宫颈癌患者在维持可接受的肿瘤学和生活质量结果的同时,满足预先定义的基于concerv的筋膜外子宫切除术标准。试验设计:这是一项多中心、前瞻性、单组II期试验。经3个周期的新辅助化疗免疫治疗(nab-紫杉醇、顺铂、卡多尼单抗)后,治疗后肿瘤大小≤2cm且锥活检符合concerv标准的患者行膜外子宫切除术。其他人将进行根治性子宫切除术。主要纳入/排除标准:符合条件的患者患有treatment-naïve国际妇产科联合会2018年IB2期宫颈癌。可接受的组织学亚型包括鳞状细胞癌(所有级别),普通型腺癌(1/2级或Silva型A/B)和腺鳞癌(1/2级)。主要终点:新辅助化疗免疫治疗后符合预先定义的concerv标准的患者比例。样本量:50。预计完成累积和报告结果的日期:招募预计将于2027年9月完成,初步分析计划在最终患者完成治疗后3个月进行,并在2年和5年进行长期随访。试验注册:ClinicalTrials.gov NCT06289751。
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引用次数: 0
Reply to the letter by Gao and colleagues on the article "Prevalence and prognosis of extra-capsular extension in isolated lymph nodal recurrence from ovarian cancer: the ECEROC study" by Bruno et al. 回复Gao等对Bruno等文章《卵巢癌孤立淋巴结复发包膜外延伸的患病率及预后:ECEROC研究》的回复。
IF 4.7 2区 医学 Q1 OBSTETRICS & GYNECOLOGY Pub Date : 2026-01-05 DOI: 10.1016/j.ijgc.2025.104455
Matteo Bruno, Angela Santoro, Valerio Gallotta, Anna Fagotti
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引用次数: 0
期刊
International Journal of Gynecological Cancer
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