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Developing evidence-based, cost-effective P4 cancer medicine for driving innovation in prevention, therapeutics, patient care and reducing healthcare inequalities: Proceedings from a conference organised by the Pontifical Academy of Sciences and the European Academy of Cancer Sciences, held in Vatican City, May 22-23, 2025. 开发循证、具有成本效益的P4癌症药物,以推动预防、治疗、患者护理和减少医疗不平等方面的创新:由宗座科学院和欧洲癌症科学院组织的会议记录,于2025年5月22日至23日在梵蒂冈城举行。
IF 4.5 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-12-15 DOI: 10.1002/1878-0261.70179
Ulrik Ringborg, Joachim von Braun, Julio Celis, Anton Berns, Michael Baumann, Tit Albreht, Nancy Abou-Zeid, Vanderlei Bagnato, Christian Brandts, Chien-Jen Chen, Massimiliano di Pietro, Manjit Dosanjh, Thomas Dubois, Alexander Eggermont, Angelika Eggert, Ingemar Ernberg, Sara Faithfull, Johannes Förner, Stefan Fröhling, Manuel Heitor, Leroy Hood, Wei Jiang, Bengt Jönsson, Ravi Kannan, Maria Leptin, Su Li, Peter Lindgren, Douglas Lowy, Jun Ma, Alex Markham, Péter Nagy, Simon Oberst, M Iqbal Parker, Danielle Rodin, Kevin Ryan, Joachim Schüz, Richard Sullivan, Josep Tabernero, Peter Turkson, Oliver Várhelyi, Harold Varmus, Chijie Wang, Elisabete Weiderpass, Nils Wilking
<p><p>The cancer problem is expanding, particularly in low- and middle-income countries (LMICs). Preventive measures can reduce the incidence by 40-50%, and cure rates have increased during the past decades in a number of cancers. However, optimizing prevention programmes and increasing cure rates of cancer remain significant research challenges. The main focus of the conference was on P4 Cancer Medicine (Predictive, Preventive, Personalized and Participatory), a comprehensive strategy encompassing Health-Related Quality of Life (HRQoL) research, aiming to enhance the well-being of patients and individuals at risk. Addressing the cancer problem requires two key elements: translational cancer research and the development of relevant infrastructures. A Comprehensive Cancer Centre (CCC) acts as an innovation hub by integrating high-quality, multidisciplinary therapy and care, with healthcare-dependent prevention, research, and education. The United States has been at the forefront, providing quality-assured CCCs and the Cancer Moonshot for strategic cancer research. The EU has followed with the European Research Council for basic research, the European Innovation Council to boost disruptive innovation, and two EU initiatives on cancer, Europe's Beating Cancer Plan (EBCP) and the Mission on Cancer. The increasing complexity of cancer biology and technologies presents both a research challenge and a healthcare demand. For most patients, a CCC is not available. A critical discussion focused on quality assurance of healthcare outside the catchment area of a CCC and involving patients in clinical research. The strategic deployment of resources to support collective healthcare efforts and research aimed at reducing the cancer problem was discussed with representatives from the United States, EU, Africa, China, India and Taiwan. Analyses of translational cancer research have revealed important gaps in implementing innovations, assessment of clinical effectiveness, HRQoL, outcome and health economics research. The increased release of new anticancer agents over the last 25 years, accompanied by insufficient information on clinical benefits, presents both an economic and ethical problem. Direct healthcare costs have increased due to expenses for anticancer agents for the treatment of patients with incurable diseases. Evidence-based treatment based on HRQoL research is an unmet need. Basic/preclinical research aimed at increasing the cure rate should identify new, broader targets for therapy and develop extended diagnostic technologies for stratifying patients, to inform innovative clinical trials. Present research strategies convert cancer to a chronic disease, a growing burden for the healthcare systems. The increasing complexity of cancer biology and technology, the growing need for translational cancer research, and the demand for supporting infrastructures underscore the importance of international collaborations between CCCs. However, funding for cancer
癌症问题正在扩大,特别是在低收入和中等收入国家。预防措施可将发病率降低40-50%,在过去几十年中,许多癌症的治愈率有所提高。然而,优化预防规划和提高癌症治愈率仍然是重大的研究挑战。会议的主要焦点是P4癌症医学(预测性、预防性、个性化和参与性),这是一项涵盖与健康有关的生活质量(HRQoL)研究的综合战略,旨在提高患者和高危个体的福祉。解决癌症问题需要两个关键要素:转化癌症研究和相关基础设施的发展。综合癌症中心(CCC)作为一个创新中心,将高质量、多学科的治疗和护理与医疗保健相关的预防、研究和教育相结合。美国一直走在前列,为战略性癌症研究提供有质量保证的CCCs和癌症登月计划。欧盟紧随其后,成立了欧洲研究委员会(European Research Council)进行基础研究,成立了欧洲创新委员会(European Innovation Council)促进颠覆性创新,以及两项欧盟癌症倡议——欧洲战胜癌症计划(EBCP)和癌症使命(Mission on cancer)。日益复杂的癌症生物学和技术既提出了研究挑战,也提出了医疗保健需求。对于大多数患者,CCC是不可用的。关键的讨论集中在卫生保健中心集水区以外的质量保证,并使患者参与临床研究。与来自美国、欧盟、非洲、中国、印度和台湾的代表讨论了资源的战略部署,以支持旨在减少癌症问题的集体保健努力和研究。对转化癌症研究的分析揭示了在实施创新、临床疗效评估、HRQoL、结局和卫生经济学研究方面的重要差距。在过去的25年里,新的抗癌药物的不断增加,伴随着临床益处的信息不足,提出了一个经济和伦理问题。由于治疗不治之症患者的抗癌药物的费用,直接医疗费用增加了。基于HRQoL研究的循证治疗是一个未满足的需求。旨在提高治愈率的基础/临床前研究应该确定新的、更广泛的治疗靶点,并开发用于患者分层的扩展诊断技术,为创新的临床试验提供信息。目前的研究策略将癌症转化为一种慢性疾病,这是医疗保健系统日益沉重的负担。癌症生物学和技术日益复杂,对转化癌症研究的需求日益增长,以及对支持基础设施的需求强调了CCCs之间国际合作的重要性。然而,目前对癌症研究的资助并没有与减少癌症问题相一致。2005年至2024年间,癌症研究的公共资金增加了一倍,而制药行业在癌症研究上的支出增加了10倍。增加公共和非营利资助机构的资助是强制性的。教育是另一项重大需求,但目前这方面的需求分散且资金不足。大会上届会议在一份声明中总结了这些战略,重点强调全球合作,以解决日益增加的癌症负担和明显的不平等现象。扩大伙伴关系和促进癌症预防、治疗/护理和研究方面的创新多学科方法,不仅是紧急的,而且是减少发病率、提高治愈率和增进癌症患者福祉的必要步骤。数据驱动的癌症医学目前正在开发中,用于诊断的现代通信技术可能促进跨地理距离的互动。全球癌症研究议程可以成为团结、可持续性和道德责任的典范。
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引用次数: 0
LINC01116, a hypoxia-lncRNA marker of pathological lymphangiogenesis and poor prognosis in lung adenocarcinoma. LINC01116,肺腺癌病理淋巴管生成和预后不良的低氧lncrna标志物。
IF 4.5 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-12-09 DOI: 10.1002/1878-0261.70175
Marine Gautier-Isola, Rafael Lopes Goncalves, Marin Truchi, Caroline Lacoux, Célia Scribe, Hugo Cadis, Laetitia Guardini, Sophie Bekisz, Marius Ilié, Paul Hofman, Georges Vassaux, Bernard Mari, Roger Rezzonico

A hypoxic microenvironment promotes the aggressiveness of lung adenocarcinoma (LUAD) through treatment resistance and generation of new lymphatic vessels (i.e., lymphangiogenesis) favoring metastatic dissemination. Transcriptomic analysis of cohorts of LUAD patients highlighted LINC01116, a long noncoding RNA, associated with a bad prognosis, a high rate of recurrence, and induced by hypoxia in tumors. Gain- (overexpression) and loss-of-function (CRISPRi (Clustered Regularly Interspaced Short Palindromic Repeats interference, RNA interference)) approaches performed in LUAD cancer cell lines did not reveal a clear regulatory role for LINC01116 in tumor cells. Analyses of LUAD single-cell RNA sequencing data sets and RNA Fluorescent In Situ Hybridization (RNA-FISH) showed high expression of LINC01116 in lymphatic endothelial cells (LEC) pointing to this transcript as a specific biomarker of tumoral lymphangiogenesis. Efficient knockdown of LINC01116 in LEC in normoxic or hypoxic conditions impacted the proliferation rate under hypoxic stimulation and revealed a gene signature associated with proliferation and hypoxia sensing. Together, our data suggest a role for LINC01116 in pathological lymphangiogenesis of lung tumors.

低氧微环境通过治疗抵抗和新淋巴管的生成(即淋巴管生成)促进肺腺癌(LUAD)的侵袭性,有利于转移性传播。LUAD患者队列的转录组学分析突出了LINC01116,这是一种长链非编码RNA,与肿瘤中不良预后、高复发率和缺氧诱导相关。在LUAD癌细胞系中进行的获得(过表达)和功能丧失(CRISPRi (Clustered Regularly Interspaced Short Palindromic Repeats interference, RNA干扰))方法并未显示出LINC01116在肿瘤细胞中的明确调节作用。LUAD单细胞RNA测序数据集和RNA荧光原位杂交(RNA- fish)分析显示,LINC01116在淋巴内皮细胞(LEC)中高表达,表明该转录物是肿瘤淋巴管生成的特异性生物标志物。在常氧或低氧条件下,LEC中LINC01116的有效敲低影响了低氧刺激下的增殖速率,并揭示了与增殖和缺氧感知相关的基因特征。总之,我们的数据表明LINC01116在肺肿瘤病理性淋巴管生成中的作用。
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引用次数: 0
Effective therapeutic targeting of CTNNB1-mutant hepatoblastoma with WNTinib. wn替尼有效靶向治疗ctnnb1突变型肝母细胞瘤。
IF 4.5 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-12-08 DOI: 10.1002/1878-0261.70168
Ugne Balaseviciute, Júlia Huguet-Pradell, Jordi Abril-Fornaguera, Albert Gris-Oliver, Alex Rialdi, Elisa Fernández-Martínez, Carla Montironi, Vanessa Del Pozo, Peter Houghton, Laura Zanatto, Agavni Mesropian, Ieva Keraite, Swan Thung, Carolina Armengol, Pau Sancho-Bru, Ernesto Guccione, Roser Pinyol, Josep M Llovet

Hepatoblastoma (HB), the most frequent pediatric liver cancer (2.16 cases/million), has surgery and perioperative chemotherapy as primary treatment, with severe lifelong side effects. This study evaluates the efficacy of the Wnt/CTNNB1 inhibitor WNTinib as a potential HB treatment, since CTNNB1 mutations occur in 70-90% of HBs. WNTinib's efficacy was assessed in three animal models (n = 48): (a) patient-derived xenograft (PDX) HB tumors (n = 5 CTNNB1-mutant, n = 1 CTNNB1 wild-type) implanted in NSG mice; (b) PDX-derived TT001- and (c) HepG2-HB cells subcutaneously implanted in Fox1nu mice; and in two patient-derived organoids from CTNNB1-mutant HBs. WNTinib delayed tumor growth in n = 4/5 CTNNB1-mutant PDX models and significantly improved survival versus controls (P = 0.03), with no effect in the wild-type model. Further, in the TT001 and HepG2 models, WNTinib reduced tumor growth (P < 0.05 and P = 0.002) and extended survival (P = 0.03 and P = 0.008), respectively. In HB organoids, WNTinib demonstrated greater efficacy than standard-of-care cisplatin (P = 0.009, org-1), and its antitumor effect was further enhanced when combined with chemotherapy (P = 0.01, org-1; P = 0.007, org-22). WNTinib delays tumor progression and increases survival in CTNNB1-mutated HB models, providing rationale to explore its use in human HB.

肝母细胞瘤(HB)是儿科最常见的肝癌(2.16例/万),以手术和围手术期化疗为主要治疗手段,其终生副作用严重。本研究评估了Wnt/CTNNB1抑制剂WNTinib作为潜在HB治疗的疗效,因为CTNNB1突变发生在70-90%的HB中。在三种动物模型(n = 48)中评估了wn替尼的疗效:(a)患者来源的异种移植(PDX) HB肿瘤(n = 5 CTNNB1突变型,n = 1 CTNNB1野生型)植入NSG小鼠;(b) pdx来源的TT001-和(c) Fox1nu小鼠皮下植入的HepG2-HB细胞;以及两种来自ctnnb1突变HBs的类器官。wn替尼在n = 4/5 ctnnb1突变型PDX模型中延迟肿瘤生长,与对照组相比显著提高生存率(P = 0.03),而在野生型模型中无影响。此外,在TT001和HepG2模型中,wn替尼降低了肿瘤生长(P
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引用次数: 0
Potential therapeutic targeting of BKCa channels in glioblastoma treatment. BKCa通道在胶质母细胞瘤治疗中的潜在治疗靶点。
IF 4.5 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-12-05 DOI: 10.1002/1878-0261.70167
Kamila Maliszewska-Olejniczak, Karolina Pytlak, Sandra Jaworowska, Bogusz Kulawiak, Piotr Bednarczyk

Potassium channels in brain tissue orchestrate essential cellular processes, including the regulation of membrane potential and neuronal excitability. Among them, large-conductance calcium-activated potassium (BKCa) channels play a pivotal role in both normal brain physiology and the pathogenesis of glioblastoma multiforme, a highly aggressive primary brain tumor. Within the central nervous system, BKCa channels are widely expressed in neurons, astrocytes, and oligodendrocytes, contributing to ion homeostasis and synaptic transmission. In glioblastoma cells, overexpression of BKCa channels, particularly the glioma-specific gBKCa variant, facilitates tumor progression by enhancing cell migration, invasion, and therapeutic resistance. Recent evidence highlights the significance of the mitochondrial isoform of the BKCa channel (mitoBKCa) in modulating oxidative phosphorylation and reactive oxygen species generation, thereby promoting tumor cell survival under hypoxic and cytotoxic stress. This review summarizes current insights into the role of BKCa and mitoBKCa channels in glioblastoma biology, their potential classification as oncochannels, and the emerging pharmacological strategies targeting these channels, emphasizing the translational challenges in developing BKCa-directed therapies for glioblastoma treatment.

脑组织中的钾通道协调基本的细胞过程,包括调节膜电位和神经元兴奋性。其中,大电导钙活化钾(BKCa)通道在正常脑生理和多形性胶质母细胞瘤(一种高度侵袭性的原发性脑肿瘤)的发病机制中都起着关键作用。在中枢神经系统中,BKCa通道广泛表达于神经元、星形胶质细胞和少突胶质细胞中,参与离子稳态和突触传递。在胶质母细胞瘤细胞中,BKCa通道的过表达,特别是胶质瘤特异性的gBKCa变异,通过增强细胞迁移、侵袭和治疗抵抗来促进肿瘤进展。最近的证据强调了BKCa通道的线粒体异构体(mitoBKCa)在调节氧化磷酸化和活性氧生成中的重要性,从而促进肿瘤细胞在缺氧和细胞毒性应激下的存活。这篇综述总结了目前BKCa和mitoBKCa通道在胶质母细胞瘤生物学中的作用,它们作为肿瘤通道的潜在分类,以及针对这些通道的新兴药理策略,强调了开发BKCa导向的胶质母细胞瘤治疗方法的转化挑战。
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引用次数: 0
Exploiting metabolic adaptations to overcome dabrafenib treatment resistance in melanoma cells. 利用代谢适应克服黑色素瘤细胞的达非尼治疗耐药性。
IF 4.5 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-12-02 DOI: 10.1002/1878-0261.70169
Silvia Eller, Susanne Ebner, Carmen Haselrieder, Julia K Günther, Astrid Drasche, Sophie Strich, Chiara Volani, Andrea Medici, Aleksandar Nikolajevic, Alex Deltedesco, Johannes E Sigmund, Michael J Blumer, Martin Hermann, Johanna Vanacker, Gerald Brandacher, Eduard Stefan, Omar Torres-Quesada, Jakob Troppmair

The emergence of resistance to mutant BRAF-specific inhibitors (BRAFi) requires novel strategies for melanoma treatment. The progression of these tumors involves metabolic adaptations, which also affect the cellular redox status. Previous studies have linked RAF kinase signaling, a key component of the MAPK/ERK pathway involved in cell division and survival, to the suppression of mitochondrial reactive oxygen species (ROS) production, resulting in protection against cell death. In BRAF-transformed cells, we have identified impaired JNK1/2-dependent activation of the mitochondrial prooxidant protein p66Shc as a potential cause. In the present study, we dissected signaling and mitochondrial alterations that characterize the transition from BRAFi responsiveness to resistance in A375 melanoma cells. Insensitivity to BRAFi dabrafenib exposure was associated with reactivation of ERK1/2 phosphorylation, increased JNK1/2 kinase activity, p66ShcS36 phosphorylation, and elevated ROS production. Utilizing high-resolution respirometry (HRR) and transmission electron microscopy (TEM), we show that dabrafenib-resistant cells displayed mitochondrial damage, compensated by increased respiration, leading to high ROS levels. Moreover, dabrafenib-resistant cells (A375D) have more efficient antioxidant systems, which may explain why despite ongoing cell death, net cell growth was observed. Treatment of both parental and resistant cells with phenethyl isothiocyanate (PEITC) increased ROS production but caused substantial cell death only in A375D melanoma cells. This PEITC effect could be demonstrated in two further dabrafenib-resistant cell lines, WM164D and 451LuP. These results suggest that the altered redox status is linked to compromised mitochondria and is associated with the development of BRAFi resistance, rendering cells exquisitely sensitive to the actions of selective ROS-inducing therapeutics.

突变braf特异性抑制剂(BRAFi)耐药性的出现需要新的黑色素瘤治疗策略。这些肿瘤的进展涉及代谢适应,这也影响细胞氧化还原状态。先前的研究已经将RAF激酶信号(MAPK/ERK通路中参与细胞分裂和存活的关键组成部分)与抑制线粒体活性氧(ROS)的产生联系起来,从而保护细胞免于死亡。在braf转化的细胞中,我们已经发现线粒体促氧化蛋白p66Shc的jnk1 /2依赖性激活受损是一个潜在的原因。在本研究中,我们分析了A375黑色素瘤细胞从BRAFi反应性到耐药性转变的信号和线粒体改变。对BRAFi不敏感的dabrafenib暴露与ERK1/2磷酸化的再激活、JNK1/2激酶活性的增加、p66ShcS36磷酸化和ROS产生的升高有关。利用高分辨率呼吸测量(HRR)和透射电子显微镜(TEM),我们发现dabrafenib耐药细胞表现出线粒体损伤,通过呼吸增加来补偿,导致高ROS水平。此外,dabrafenib耐药细胞(A375D)具有更有效的抗氧化系统,这可以解释为什么尽管细胞持续死亡,但仍观察到净细胞生长。用异硫氰酸苯乙酯(PEITC)处理亲本和耐药细胞均增加了ROS的产生,但仅在A375D黑色素瘤细胞中引起大量细胞死亡。这种PEITC效应可以在另外两个dabrafenib耐药细胞系WM164D和451LuP中得到证实。这些结果表明,氧化还原状态的改变与线粒体受损有关,并与BRAFi耐药性的发展有关,使细胞对选择性ros诱导疗法的作用非常敏感。
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引用次数: 0
Tumor clusters with divergent inflammation and human retroelement expression determine the clinical outcome of patients with serous ovarian cancer. 具有不同炎症和人类逆转录因子表达的肿瘤簇决定了浆液性卵巢癌患者的临床预后。
IF 4.5 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-12-01 Epub Date: 2025-06-10 DOI: 10.1002/1878-0261.70067
Laura Glossner, Markus Eckstein, Christoph Mark, Matthias W Beckmann, Arndt Hartmann, Pamela L Strissel, Reiner Strick

High-grade serous ovarian carcinoma (HGSOC) associates with the worst patient outcome. Understanding the tumor environment in terms of quantifying endogenous retroviruses (ERVs) and LINE-1 expression and their correlations with inflammation genes, checkpoint inhibitors and patient survival is needed. Analysis of 102 treatment-naïve HGSOC and control tissues for ERVs, LINE-1, inflammation and immune checkpoints identified five clusters with diverse patient recurrence-free survivals. One cluster termed Triple-I with the best patient survival showed the highest number of tumor infiltrating lymphocytes along with 22 overexpressed genes, including CXCL9 and AIM2. However, Triple-I associated with the lowest ERV/LINE-1 expression. The tumor cluster with the second-best patient survival had both high ERV/LINE-1 expression and inflammation. Multiplex-immunohistochemistry revealed CD28 protein solely on immune cells, without co-expression of the inhibitory CTLA4 receptor. The largest tumor cluster with high ERV/LINE-1 expression but low inflammation showed a significant low gene expression of the dsRNA sensors MDA5 and RIG-I supporting an aberrant block in IFN signaling. Our study represents an intrinsic 'molecular and immunological snapshot' of the HGSOC tumor environment important for understanding retroelements and inflammation for clinical relevance.

高级别浆液性卵巢癌(HGSOC)与最差的患者预后相关。需要通过定量内源性逆转录病毒(erv)和LINE-1表达来了解肿瘤环境,以及它们与炎症基因、检查点抑制剂和患者生存的相关性。102例treatment-naïve HGSOC和对照组织的erv、LINE-1、炎症和免疫检查点分析确定了5个具有不同患者无复发生存率的集群。其中一个被称为Triple-I的簇患者生存率最高,肿瘤浸润淋巴细胞数量最多,有22个过表达基因,包括CXCL9和AIM2。然而,Triple-I与最低的ERV/LINE-1表达相关。患者生存率第二好的肿瘤群具有高ERV/LINE-1表达和炎症。多重免疫组化显示CD28蛋白仅存在于免疫细胞上,不存在抑制CTLA4受体的共表达。在ERV/LINE-1高表达但炎症程度低的最大肿瘤群中,dsRNA传感器MDA5和rig -1的基因表达明显低,支持IFN信号的异常阻断。我们的研究代表了HGSOC肿瘤环境的内在“分子和免疫学快照”,这对理解逆转录因子和炎症具有临床意义。
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引用次数: 0
Tumor-agnostic detection of circulating tumor DNA in patients with advanced pancreatic cancer using targeted DNA methylation sequencing and cell-free DNA fragmentomics. 利用靶向DNA甲基化测序和无细胞DNA片段组学检测晚期胰腺癌患者循环肿瘤DNA的肿瘤不可知性
IF 4.5 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-12-01 Epub Date: 2025-08-26 DOI: 10.1002/1878-0261.70116
Morten Lapin, Kjersti Tjensvoll, Karin Hestnes Edland, Satu Oltedal, Herish Garresori, Bjørnar Gilje, Saga Ekedal, Trygve Eftestøl, Jan Terje Kvaløy, Filip Janku, Oddmund Nordgård

We investigated whether DNA methylation and cell-free DNA (cfDNA) fragmentation patterns can improve circulating tumor DNA (ctDNA) detection in advanced pancreatic cancer. In a cohort of 33 patients, ctDNA detection was performed in a tumor-agnostic fashion using DNA methylation, cfDNA fragment lengths, and 4-mer 5' end motifs. Machine learning models estimating ctDNA levels were built for each individual detection method and their combination. All models significantly differentiated ctDNA levels in patients from healthy individuals (P < 0.001). Using the highest estimated levels in healthy volunteers as cutoffs, ctDNA was detected in 79%, 67%, 67%, and 55% of patients using methylation, fragment length, end motifs, and the combined model, respectively. Univariable Cox regression showed that all ctDNA level estimates were associated with increased hazard ratios (HR, all P < 0.001) for progression-free survival (PFS) and overall survival (OS). Multivariable Cox regression confirmed ctDNA levels as an independent predictor of PFS (HR = 1.9, P < 0.001) and OS (HR = 2.7, P < 0.001). Our findings suggest that machine learning models based on DNA methylation, cfDNA fragment lengths, and cfDNA end motifs can estimate ctDNA levels and predict clinical outcomes in advanced pancreatic cancer.

我们研究了DNA甲基化和游离DNA (cfDNA)碎片化模式是否可以改善晚期胰腺癌的循环肿瘤DNA (ctDNA)检测。在33名患者的队列中,ctDNA检测以肿瘤不可知的方式进行,使用DNA甲基化,cfDNA片段长度和4-mer 5'端基序。为每个单独的检测方法及其组合建立了估计ctDNA水平的机器学习模型。所有模型均能显著区分患者与健康个体的ctDNA水平(P
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引用次数: 0
A bioinformatics screen identifies TCF19 as an aggressiveness-sustaining gene in prostate cancer. 生物信息学筛选确定TCF19在前列腺癌中是一种维持侵袭性的基因。
IF 4.5 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-12-01 Epub Date: 2025-09-15 DOI: 10.1002/1878-0261.70118
Amaia Ercilla, Jana R Crespo, Saioa Garcia-Longarte, Marta Fidalgo, Sara Del Palacio, Natalia Martin-Martin, Onintza Carlevaris, Ianire Astobiza, Sonia Fernández-Ruiz, Marc Guiu, Laura Bárcena, Isabel Mendizabal, Ana M Aransay, Mariona Graupera, Roger R Gomis, Arkaitz Carracedo

Prostate cancer is a prevalent tumor type that, despite being highly curable, progresses to metastatic disease in a fraction of patients, thus accounting for more than 350 000 annual deaths worldwide. In turn, uncovering the molecular insights of metastatic disease is instrumental in improving the survival rate of prostate cancer patients. By means of gene expression meta-analysis in multiple prostate cancer patient cohorts, we identified a set of genes that are differentially expressed in aggressive prostate cancer. Transcription factor 19 (TCF19) stood out as an unprecedented epithelial gene upregulated in metastatic disease, with prognostic potential and negatively associated with the activity of the androgen receptor. By combining computational and empirical approaches, our data revealed that TCF19 is required for full metastatic capacity, and its depletion influences core cancer-related processes, such as tumor growth and vascular permeability, supporting the role of this gene in the dissemination of prostate tumor cells.

前列腺癌是一种常见的肿瘤类型,尽管治愈率很高,但在一小部分患者中会发展为转移性疾病,因此全世界每年有超过35万人死亡。反过来,揭示转移性疾病的分子见解有助于提高前列腺癌患者的生存率。通过对多个前列腺癌患者队列的基因表达荟萃分析,我们确定了一组在侵袭性前列腺癌中差异表达的基因。转录因子19 (TCF19)作为一个前所未有的上皮基因在转移性疾病中上调,具有预后潜力,并与雄激素受体的活性负相关。通过计算和实证相结合的方法,我们的数据显示TCF19是完全转移能力所必需的,它的消耗影响核心癌症相关过程,如肿瘤生长和血管通透性,支持该基因在前列腺肿瘤细胞传播中的作用。
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引用次数: 0
Detecting homologous recombination deficiency for breast cancer through integrative analysis of genomic data. 通过基因组数据的综合分析检测乳腺癌同源重组缺陷。
IF 4.5 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-12-01 Epub Date: 2025-04-22 DOI: 10.1002/1878-0261.70041
Rong Zhu, Katherine Eason, Suet-Feung Chin, Paul A W Edwards, Raquel Manzano Garcia, Richard Moulange, Jia Wern Pan, Soo Hwang Teo, Sach Mukherjee, Maurizio Callari, Carlos Caldas, Stephen-John Sammut, Oscar M Rueda

Homologous recombination deficiency (HRD) leads to genomic instability, and patients with HRD can benefit from HRD-targeting therapies. Previous studies have primarily focused on identifying HRD biomarkers using data from a single technology. Here we integrated features from different genomic data types, including total copy number (CN), allele-specific copy number (ASCN) and single nucleotide variants (SNV). Using a semi-supervised method, we developed HRD classifiers from 1404 breast tumours across two datasets based on their BRCA1/2 status, demonstrating improved HRD identification when aggregating different data types. Notably, HRD-positive tumours in ER-negative disease showed improved survival post-adjuvant chemotherapy, while HRD status strongly correlated with neoadjuvant treatment response. Furthermore, our analysis of cell lines highlighted a sensitivity to PARP inhibitors, particularly rucaparib, among predicted HRD-positive lines. Exploring somatic mutations outside BRCA1/2, we confirmed variants in several genes associated with HRD. Our method for HRD classification can adapt to different data types or resolutions and can be used in various scenarios to help refine patient selection for HRD-targeting therapies that might lead to better clinical outcomes.

同源重组缺陷(HRD)导致基因组不稳定,HRD患者可以从HRD靶向治疗中获益。以前的研究主要集中在利用单一技术的数据识别HRD生物标志物。在这里,我们整合了不同基因组数据类型的特征,包括总拷贝数(CN)、等位基因特异性拷贝数(ASCN)和单核苷酸变异(SNV)。使用半监督方法,我们基于BRCA1/2状态从两个数据集中的1404个乳腺肿瘤中开发了HRD分类器,证明了在聚合不同数据类型时改进了HRD识别。值得注意的是,在er阴性疾病中,HRD阳性肿瘤在辅助化疗后生存率提高,而HRD状态与新辅助治疗反应密切相关。此外,我们对细胞系的分析强调了在预测的hrd阳性细胞系中对PARP抑制剂的敏感性,特别是rucaparib。在探索BRCA1/2以外的体细胞突变时,我们证实了几个与HRD相关的基因变异。我们的HRD分类方法可以适应不同的数据类型或分辨率,并可在各种情况下使用,以帮助改进患者对HRD靶向治疗的选择,从而可能导致更好的临床结果。
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引用次数: 0
Machine learning for identifying liver and pancreas cancers through comprehensive serum glycopeptide spectra analysis: a case-control study. 通过综合血清糖肽谱分析识别肝癌和胰腺癌的机器学习:一项病例对照研究。
IF 4.5 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-12-01 Epub Date: 2025-06-30 DOI: 10.1002/1878-0261.70084
Motoyuki Kohjima, Yuko Takami, Ken Kawabe, Kazuhiro Tanabe, Chihiro Hayashi, Mikio Mikami, Tetsuya Kusumoto

Liver and pancreatic cancers are difficult to detect early, leading to high mortality rates. Blood-based diagnostics present a viable alternative for earlier detection, potentially improving survival rates. The comprehensive serum glycopeptide spectra analysis (CSGSA) method combines enriched glycopeptides (EGPs) with conventional tumor markers through machine learning to accurately identify early stage cancers. Here, we analyzed nine tumor markers (CA19-9, AFP, PSA, CEA, CA125, CYFRA, CA15-3, SCC antigen, and NCC-ST439) in 119 patients with pancreatic cancer and 49 with hepatocellular carcinoma, alongside 590 healthy controls. We also analyzed EGPs using liquid chromatography-mass spectrometry. We found that α1-antitrypsin with a fully sialylated biantennary glycan at asparagine 271 and α2-macroglobulin with a fully sialylated biantennary glycan at asparagine 70 effectively distinguished liver and pancreatic cancers. The integration of these two glycopeptides, along with the nine tumor markers and 1688 EGPs using a machine learning model enhanced diagnostic accuracy, achieving a receiver operating characteristic-area under curve (ROC-AUC) score of 0.996. CSGSA has the potential to minimize the need for invasive diagnostic procedures and serves as a promising tool for widespread screening.

肝癌和胰腺癌难以早期发现,导致高死亡率。基于血液的诊断为早期检测提供了一种可行的替代方法,有可能提高生存率。综合血清糖肽谱分析(CSGSA)方法通过机器学习将富集的糖肽(EGPs)与常规肿瘤标志物相结合,准确识别早期癌症。在这里,我们分析了119例胰腺癌患者和49例肝细胞癌患者以及590名健康对照者的9种肿瘤标志物(CA19-9、AFP、PSA、CEA、CA125、CYFRA、CA15-3、SCC抗原和nc - st439)。我们还使用液相色谱-质谱法分析了EGPs。我们发现α1-抗胰蛋白酶和α2-巨球蛋白分别在天冬酰胺271位点和天冬酰胺70位点上具有完全唾液化的双触角聚糖,可以有效地区分肝癌和胰腺癌。将这两种糖肽与9种肿瘤标志物和1688种egp结合使用机器学习模型提高了诊断准确性,获得了0.996的受试者工作特征曲线下面积(ROC-AUC)评分。CSGSA有可能减少对侵入性诊断程序的需求,并作为一种有前途的广泛筛查工具。
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引用次数: 0
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Molecular Oncology
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