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Development of a Novel Mucosal Vaccine Vector Derived From Human Parainfluenza Virus Type 2 and Its Efficacy as a SARS-CoV-2 Vaccine by Intratracheal Administration Using Transgenic Mice Expressing Human Angiotensin-Converting Enzyme 2 新型人副流感病毒2型粘膜疫苗载体的建立及表达人血管紧张素转换酶2的转基因小鼠气管内给药作为SARS-CoV-2疫苗的效果
IF 1.3 4区 生物学 Q4 CELL BIOLOGY Pub Date : 2025-10-27 DOI: 10.1111/gtc.70058
Akira Kawano, Masamitsu N. Asaka, Mitsuo Kawano, Hidehisa Sekijima, Kae Sakai-Sugino, Hiroshi Komada, Natsuko Yamakawa, Shigeo Horibata, Kazuhiro Matsuo, Myles O'Brien, Tetsuya Nosaka, Yasuhiro Yasutomi

We created a novel replication-incompetent vector derived from the human parainfluenza virus type 2 (hPIV2). The vector lacks the hemagglutinin-neuraminidase (HN) gene (hPIV2/∆HN) that is essential for virus attachment and release. We also generated the stable packaging cell line expressing hPIV2 HN protein derived from Vero cells (Vero-HN). As SARS-CoV-2 vaccines, we created hPIV2/∆HN-based SARS-CoV-2 vaccines expressing the receptor binding domain of the spike protein (S-RBD) of SARS-CoV-2, and S-RBD with trimer formation domain (S-RBD-FD) with or without antigen 85B (Ag85B) having strong Th1-type cytokine inducing activity. Intratracheal administration of S-RBD-FD/hPIV2/∆HN and S-RBD-FD/Ag85B/hPIV2/∆HN induced the S-RBD-specific neutralizing antibodies in sera of transgenic mice expressing human angiotensin-converting enzyme 2 (hACE2/TG), and also the sera neutralized the pseudo-typed lentivirus expressing the SARS-CoV-2 S protein. In particular, in an S-RBD-FD/Ag85B/hPIV2/∆HN-administered group, high levels of neutralizing antibodies were induced also in the bronchoalveolar lavage fluid (BALF) in the hACE2/TG mice. Further, hACE2/TG mice vaccinated with S-RBD-FD/hPIV2/∆HN or S-RBD-FD/Ag85B/hPIV2/∆HN did not exhibit weight loss and showed a high survival rate after authentic SARS-CoV-2 challenge. These results suggested that S-RBD-FD/Ag85B/hPIV2/∆HN is a vaccine candidate against SARS-CoV-2. Finally, hPIV2/∆HN or Ag85B/hPIV2/∆HN vector will be potentially applicable to vaccine development and/or human gene therapy for respiratory tract diseases.

我们从人类副流感病毒2型(hPIV2)衍生出一种新的复制无能载体。该载体缺乏对病毒附着和释放至关重要的血凝素-神经氨酸酶(HN)基因(hPIV2/∆HN)。我们还从Vero细胞中获得了表达hPIV2 HN蛋白的稳定包装细胞系(Vero-HN)。作为SARS-CoV-2疫苗,我们制备了基于hPIV2/∆n的SARS-CoV-2疫苗,分别表达SARS-CoV-2刺突蛋白受体结合域(S-RBD)和S-RBD与三聚体形成域(S-RBD- fd),无论是否含有抗原85B (Ag85B),均具有较强的th1型细胞因子诱导活性。气管内给药S- rbd - fd /hPIV2/∆HN和S- rbd - fd /Ag85B/hPIV2/∆HN可诱导表达人血管紧张素转换酶2 (hACE2/TG)的转基因小鼠血清中产生S- rbd特异性中和抗体,并可中和表达sars - cov - 2s蛋白的伪型慢病毒。特别地,在S-RBD-FD/Ag85B/hPIV2/∆hn给药组,hACE2/TG小鼠的支气管肺泡灌洗液(BALF)中也诱导了高水平的中和抗体。此外,接种S-RBD-FD/hPIV2/∆HN或S-RBD-FD/Ag85B/hPIV2/∆HN的hACE2/TG小鼠在真正的SARS-CoV-2攻击后没有出现体重减轻,并显示出较高的存活率。提示S-RBD-FD/Ag85B/hPIV2/∆HN是SARS-CoV-2的候选疫苗。最后,hPIV2/∆HN或Ag85B/hPIV2/∆HN载体将潜在地适用于疫苗开发和/或呼吸道疾病的人类基因治疗。
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引用次数: 0
Quantitative Imaging Analysis of Internal Structural Complexity in Mouse Heart Organoids; Comparison to Mouse Embryonic Hearts 小鼠心脏类器官内部结构复杂性的定量成像分析小鼠胚胎心脏的比较
IF 1.3 4区 生物学 Q4 CELL BIOLOGY Pub Date : 2025-10-19 DOI: 10.1111/gtc.70055
Rin Kaneko, Fumitoshi Ishino, Jiyoung Lee

We have established mouse heart organoids (mHOs) that are characterized by the presence of atrium- and ventricle-like structures that mimic entire embryonic hearts. However, maturation was not uniform, and little is known about their trabeculation status. Given the essential role of the trabeculae in cardiac morphogenesis, a new method that combines imaging analysis with a machine learning model was developed for quantifying the internal complexity in developing mHOs in a timely manner. We applied this method to screen for modified culture conditions and identified optimal treatment with valproic acid as a Notch activator and both bone morphogenetic protein 10 and Neuregulin 1 as downstream factors of Notch (a trabeculation-regulating signal) to promote mHO maturation. The established method using mouse fetal hearts as tests was suitable for comparing the internal complexity of both mHOs and mouse fetal hearts. The modified culture conditions improved the maturation uniformity as well as the internal structure of mHOs. Thus, this method can be applied to cardiac disorders with trabeculation problems and HOs developed by other methods. In addition, mHOs generated under these modified conditions may be an effective tool for studying the molecular mechanisms of heart development, including the signaling pathway of trabeculation related to these factors.

我们已经建立了小鼠心脏类器官(mHOs),其特点是存在心房和心室样结构,模仿整个胚胎心脏。然而,它们的成熟程度并不一致,对它们的小梁状态知之甚少。鉴于小梁在心脏形态发生中的重要作用,我们开发了一种将成像分析与机器学习模型相结合的新方法,以及时量化mHOs形成的内部复杂性。我们利用这种方法筛选改良的培养条件,并确定以丙戊酸作为Notch激活剂、骨形态发生蛋白10和神经调节蛋白1作为Notch下游因子(一种骨小梁调节信号)促进mHO成熟的最佳处理方法。所建立的以小鼠胎心为实验对象的方法适合于比较mHOs和小鼠胎心的内部复杂性。改良的培养条件改善了mHOs的成熟均匀性和内部结构。因此,该方法可应用于有小梁问题的心脏疾病和其他方法开发的HOs。此外,在这些修饰条件下产生的mHOs可能是研究心脏发育分子机制的有效工具,包括与这些因素相关的小梁信号通路。
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引用次数: 0
An Upstream RUNX3 Enhancer, eR3 (−18m/−28h), Regulates the Development of Gut-Associated Anti-Tumorigenic CD8+CD103+ Cytotoxic T Lymphocytes in Mouse and Human 上游RUNX3增强子eR3(−18m/−28h)调节小鼠和人肠道相关抗肿瘤CD8+CD103+细胞毒性T淋巴细胞的发育
IF 1.3 4区 生物学 Q4 CELL BIOLOGY Pub Date : 2025-10-19 DOI: 10.1111/gtc.70052
Giselle Sek Suan Nah, Junichi Matsuo, Avinash Govind Bahirvani, Shunichi Kimura, Desmond Wai Loon Chin, King Pan Ng, Cai Ping Koh, Michelle Meng Huang Mok, Chelsia Qiuxia Wang, Vinay Tergaonker, Dominic C. Voon, Kazuyoshi Kohu, Sawako Muroi, Jizhong Shi, Shuizhou Yu, Md. Zakir Hossain, Wei-Siang Liau, Cao Thi Ngoc Phuong, Takaomi Sanda, Judith Marsman, Julia Horsfield, Hilde Cheroutre, Yiong Huak Chan, Brendan Pang, Pei Yi Chong, Richie Soong, Daniel G. Tenen, Yoichi Maekawa, Byrappa Venkatesh, Yoshiaki Ito, Ichiro Taniuchi, Motomi Osato

The RUNX3 gene is frequently involved in a variety of cancers and immunological diseases. Despite such widespread association with human diseases, the transcriptional regulation of RUNX3 remains elusive. Here we report the identification of an enhancer for Runx3, eR3(−18m/−28h), by employing a combination of in silico prediction and in vivo verification using zebrafish and mouse models. eR3 is active in CD8+CD103 (integrin αE)+ cytotoxic T lymphocytes (CTLs) that reside in the intestinal epithelium via their interaction with the CD103 ligand, E-cadherin, on epithelial cells. Removal of eR3(−18m) specifically in CD8 T cells compromised the suppression of tumorigenesis in murine cancer models. In humans, single nucleotide polymorphisms (SNPs) in eR3(−28h) were overrepresented and were associated with weakened CTL activity in colorectal cancer patients. Together, our results indicate that eR3 plays a role in immune surveillance against gut-associated tumors by upregulating RUNX3 expression in specific CTLs.

RUNX3基因经常与多种癌症和免疫疾病有关。尽管与人类疾病有如此广泛的关联,RUNX3的转录调控仍然难以捉摸。在这里,我们报告了Runx3, eR3的增强子(−18m/−28h)的鉴定,采用计算机预测和斑马鱼和小鼠模型的体内验证相结合。eR3通过与上皮细胞上的CD103配体e -钙粘蛋白相互作用,在肠上皮内的CD8+CD103(整合素αE)+细胞毒性T淋巴细胞(ctl)中具有活性。在小鼠癌症模型中,特异性去除CD8 T细胞中的eR3(−18m)破坏了对肿瘤发生的抑制。在人类中,eR3(−28小时)的单核苷酸多态性(snp)被过度代表,并且与结直肠癌患者的CTL活性减弱有关。总之,我们的研究结果表明,eR3通过上调RUNX3在特定ctl中的表达,在针对肠道相关肿瘤的免疫监视中发挥作用。
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引用次数: 0
The TAP/NXF1-Binding Region of HuD Is Required for Translation and Neuronal Differentiation HuD的TAP/ nxf1结合区是翻译和神经元分化所必需的
IF 1.3 4区 生物学 Q4 CELL BIOLOGY Pub Date : 2025-10-19 DOI: 10.1111/gtc.70057
So Toshima, Ryosuke Satoh, Takumi Tomohiro, Yoshinori Funakami, Akira Fukao, Toshinobu Fujiwara

The neuronal ELAV protein HuD is known to promote neuronal differentiation and stimulate cap-dependent translation, but the underlying mechanism remains incompletely understood. Here, we identify a functional domain within the HuD linker that governs interaction with the nuclear export factor TAP/NXF1 and stimulates translation. Using a series of deletion mutants, we show that TAP/NXF1 binding is functionally separable from cytoplasmic localization, and that loss of this interaction correlates with impaired translation and neurite outgrowth. These findings reveal a critical subdomain within HuD that recruits TAP/NXF1 to promote translation and neuronal differentiation, establishing a mechanistic link between RNA export factors and ELAV-mediated translational control.

已知神经元ELAV蛋白HuD可促进神经元分化并刺激帽依赖性翻译,但其潜在机制尚不完全清楚。在这里,我们确定了HuD链接器中的一个功能域,该功能域管理与核输出因子TAP/NXF1的交互并刺激翻译。通过一系列缺失突变体,我们发现TAP/NXF1结合与细胞质定位在功能上是可分离的,这种相互作用的缺失与翻译受损和神经突生长有关。这些发现揭示了HuD中一个关键的子结构域,该子结构域招募TAP/NXF1来促进翻译和神经元分化,从而在RNA输出因子和elav介导的翻译控制之间建立了机制联系。
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引用次数: 0
Decreased Mitochondrial Translation Suppresses 3,3′-Diindolylmethane-Induced Reactive Oxygen Species Generation in Schizosaccharomyces Pombe 线粒体翻译减少抑制3,3'-二吲哚甲烷诱导的Pombe裂糖菌活性氧生成。
IF 1.3 4区 生物学 Q4 CELL BIOLOGY Pub Date : 2025-10-15 DOI: 10.1111/gtc.70056
Kaiyu Wang, Hidenori Osawa, Hideto Nagai, Masaru Ueno

Broccoli-derived 3,3′-diindolylmethane (DIM) exhibits anticancer effects. The compound also inhibits the growth of fission yeast cells. Reduction of mitochondrial translation alleviates the growth defects caused by DIM in fission yeast; however, the underlying molecular mechanisms remain unclear. In this study, we show that DIM-induced reactive oxygen species (ROS) colocalized with mitochondria. Deletion of tsf1+, which leads to reduced mitochondrial translation, suppressed this colocalization. Deletions of stress response genes, such as sty1+, pap1+, and atf1+, increased DIM sensitivity. Growth defects in the wild-type and sty1, pap1, and atf1 disruptants in the presence of DIM were suppressed by the ROS scavenger N-acetylcysteine. Moreover, the ROS scavenger Sod1, which is suggested to function in the mitochondrial intermembrane space and cytoplasm, was important for survival in the presence of DIM. Collectively, the study results suggest that DIM increases ROS levels in mitochondria and suppression of ROS increase in mitochondria via inhibition of mitochondrial translation is the mechanism by which DIM-induced growth defects in wild-type cells are suppressed. Overall, the study highlights the potential use of DIM as an anticancer drug to increase ROS generation in mitochondria in cancer cells.

西兰花衍生的3,3'-二吲哚基甲烷(DIM)具有抗癌作用。该化合物还能抑制分裂酵母细胞的生长。线粒体翻译量的减少减轻了DIM引起的裂变酵母生长缺陷;然而,潜在的分子机制尚不清楚。在这项研究中,我们发现dim诱导的活性氧(ROS)与线粒体共定位。tsf1+的缺失导致线粒体翻译减少,抑制了这种共定位。应激反应基因(如sty1+、pap1+和atf1+)的缺失增加了DIM的敏感性。在DIM存在下,野生型和sty1、pap1和atf1干扰物的生长缺陷被ROS清除剂n -乙酰半胱氨酸抑制。此外,ROS清除剂Sod1被认为在线粒体膜间空间和细胞质中发挥作用,在DIM存在时对存活至关重要。综上所述,研究结果表明DIM增加线粒体中ROS水平,通过抑制线粒体翻译抑制线粒体中ROS增加是DIM诱导野生型细胞生长缺陷的机制。总的来说,该研究强调了DIM作为抗癌药物增加癌细胞线粒体中ROS生成的潜在用途。
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引用次数: 0
Correction to “Transcriptional Regulation of the Interferon Alpha-Inducible Protein-27 Like 2b by the Peroxisome Proliferator-Activated Receptor γ in Fatty Liver Disease” 对“过氧化物酶体增殖物激活受体γ对脂肪肝中干扰素α诱导蛋白27样2b的转录调节”的更正。
IF 1.3 4区 生物学 Q4 CELL BIOLOGY Pub Date : 2025-10-09 DOI: 10.1111/gtc.70053

Sakaguchi, A., Aibara, D., Matsusue, K. 2025. “Transcriptional Regulation of the Interferon Alpha-Inducible Protein-27 Like 2b by the Peroxisome Proliferator-Activated Receptor γ in Fatty Liver Disease.” Genes to Cells 30, no. 5: e70049. https://doi.org/10.1111/gtc.70049.

In Figure 3(A), “−314/−326” was incorrect and should read “+314/+326.” The corrected version of Figure 3 is provided here in full.

We apologize for this error.

Sakaguchi, A, Aibara, D, Matsusue, K. 2025。过氧化物酶体增殖物激活受体γ对脂肪肝中干扰素α诱导蛋白27样2b的转录调节基因到细胞30号,不。5: e70049。https://doi.org/10.1111/gtc.70049.In图3(A),“−314/−326”是不正确的,应该读作“+314/+326”。图3的更正版本完整地提供在这里。我们为这个错误道歉。
{"title":"Correction to “Transcriptional Regulation of the Interferon Alpha-Inducible Protein-27 Like 2b by the Peroxisome Proliferator-Activated Receptor γ in Fatty Liver Disease”","authors":"","doi":"10.1111/gtc.70053","DOIUrl":"10.1111/gtc.70053","url":null,"abstract":"<p>Sakaguchi, A., Aibara, D., Matsusue, K. 2025. “Transcriptional Regulation of the Interferon Alpha-Inducible Protein-27 Like 2b by the Peroxisome Proliferator-Activated Receptor γ in Fatty Liver Disease.” <i>Genes to Cells</i> 30, no. 5: e70049. https://doi.org/10.1111/gtc.70049.</p><p>In Figure 3(A), “−314/−326” was incorrect and should read “+314/+326.” The corrected version of Figure 3 is provided here in full.</p><p>We apologize for this error.</p>","PeriodicalId":12742,"journal":{"name":"Genes to Cells","volume":"30 6","pages":""},"PeriodicalIF":1.3,"publicationDate":"2025-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gtc.70053","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145254431","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
m6A RNA Modification Controls HTLV-1 Tax and Host Gene Expression m6A RNA修饰控制HTLV-1税收和宿主基因表达。
IF 1.3 4区 生物学 Q4 CELL BIOLOGY Pub Date : 2025-10-07 DOI: 10.1111/gtc.70054
Rei Gibu, Kodai Gibu, Kako Suzuki, Yuetsu Tanaka, Kaoru Uchimaru, Makoto Yamagishi

Human T-cell Leukemia Virus Type 1 (HTLV-1) is a pathogenic human retrovirus that is responsible for intractable diseases such as adult T-cell leukemia–lymphoma (ATL), a malignancy with a poor patient prognosis. Although recent studies have delineated several genomic, epigenomic, and transcriptomic abnormalities associated with HTLV-1, to date the importance of epitranscriptomic modifications, particularly N6-methyladenosine (m6A), remains unclear. Here, we showed that the HTLV-1 RNA genome undergoes m6A modification, thereby suggesting that these modifications act as bidirectional regulators of both viral and host processes. Moreover, targeted depletion of m6A modification within the viral transactivator HTLV-1 Tax resulted in markedly destabilized Tax mRNA, attenuated Tax protein abundance, and suppression of downstream expression of host genes including IL2RA and TXN. Overall, these findings suggest that m6A methylation is an essential determinant of the HTLV-1 life cycle, and understanding it may offer mechanistic insight into viral latency and present novel avenues for therapeutic intervention and prophylaxis.

人类t细胞白血病病毒1型(HTLV-1)是一种致病性人类逆转录病毒,可导致成人t细胞白血病淋巴瘤(ATL)等难治性疾病,这是一种患者预后较差的恶性肿瘤。尽管最近的研究已经描述了几种与HTLV-1相关的基因组、表观基因组和转录组异常,但迄今为止,外转录组修饰,特别是n6 -甲基腺苷(m6A)的重要性仍不清楚。在这里,我们发现HTLV-1 RNA基因组经历了m6A修饰,从而表明这些修饰作为病毒和宿主过程的双向调节剂。此外,在病毒反激活子HTLV-1 Tax中靶向去除m6A修饰导致Tax mRNA显著不稳定,降低了Tax蛋白的丰度,并抑制了宿主下游基因包括IL2RA和TXN的表达。总的来说,这些发现表明m6A甲基化是HTLV-1生命周期的重要决定因素,了解它可能为病毒潜伏期的机制洞察提供新的治疗干预和预防途径。
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引用次数: 0
Knockdown of Cav2.2 Calcium Channel in Macrophages Aggravates Colitis Induced by Dextran Sodium Sulfate 葡聚糖硫酸钠诱导巨噬细胞Cav2.2钙通道下调加重结肠炎
IF 1.3 4区 生物学 Q4 CELL BIOLOGY Pub Date : 2025-09-21 DOI: 10.1111/gtc.70051
Hironao Saegusa, Xiaoxu Li, Xinshuang Wang, Tsutomu Tanabe

Voltage-dependent calcium channels (VDCCs) have previously been thought to be functional in excitable cells, but recently accumulating evidence suggests that they are also functional in non-excitable cells such as microglia. In the present study, we investigated the role of the N-type VDCC (Cav2.2) in macrophages, a kind of non-excitable cell, in a mouse model of inflammatory bowel disease (IBD). The dextran sodium sulfate (DSS) colitis model, a widely used chemically induced model of IBD, was applied to Cav2.2 knockdown (KD) mice, where Cav2.2 expression in macrophages can be downregulated by the application of tamoxifen. After the 7 days of oral administration of 2.5% DSS, Cav2.2KD mice had a significantly higher disease activity index for colitis compared to wild-type (WT) mice, and histological examination of the colon from DSS-treated mice also suggested more severe intestinal damage in Cav2.2KD mice. Moreover, the densities of Iba1+ cells (macrophages/dendritic cells) in the colon were also elevated in Cav2.2KD mice. TNFα levels were significantly higher in Cav2.2KD mice as revealed by ELISA experiments. Collectively, these data suggest that the Cav2.2KD mice had more severe colonic inflammation compared to WT mice. Therefore, Cav2.2 in macrophages may play some roles in suppressing inflammation in the intestinal immune system.

电压依赖性钙通道(VDCCs)以前被认为在可兴奋细胞中起作用,但最近越来越多的证据表明它们在不可兴奋细胞(如小胶质细胞)中也起作用。在本研究中,我们研究了n型VDCC (Cav2.2)在炎症性肠病(IBD)小鼠模型中巨噬细胞(一种不可兴奋的细胞)中的作用。将广泛应用于IBD化学诱导模型的葡聚糖硫酸钠(DSS)结肠炎模型应用于Cav2.2敲低(KD)小鼠,其中他莫昔芬可下调巨噬细胞中Cav2.2的表达。口服2.5% DSS 7天后,Cav2.2KD小鼠结肠炎疾病活动指数明显高于野生型(WT)小鼠,DSS处理小鼠结肠的组织学检查也表明,Cav2.2KD小鼠的肠道损伤更为严重。此外,Cav2.2KD小鼠结肠中Iba1+细胞(巨噬细胞/树突状细胞)的密度也升高。ELISA实验结果显示,Cav2.2KD小鼠体内TNFα水平明显升高。总的来说,这些数据表明Cav2.2KD小鼠比WT小鼠有更严重的结肠炎症。因此,巨噬细胞中的Cav2.2可能在抑制肠道免疫系统炎症中发挥一定作用。
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引用次数: 0
Machine Learning Extracts Radiation Resistant-Specific EdU Fluorescence Pattern in Cancer Cells 机器学习提取肿瘤细胞抗辐射特异性EdU荧光模式。
IF 1.3 4区 生物学 Q4 CELL BIOLOGY Pub Date : 2025-09-16 DOI: 10.1111/gtc.70050
Masae Ikura, Tsuyoshi Ikura, Kanji Furuya

The thymidine analog EdU (5-ethynyl-2-deoxyuridine) is incorporated into DNA during replication and has traditionally been used as a marker of S-phase cells. In this study, we discovered that EdU fluorescence images display substantial cell-to-cell variability, which could be classified into multiple clusters by unsupervised machine learning. This suggests that seemingly random EdU patterns contain reproducible, computationally recognizable features. Building on our observation that distinct patterns emerged in response to radiation stress, we investigated whether radioresistant cancer cells exhibit specific EdU signatures. Analysis of PLK1-overexpressing cells, which acquire radioresistance through altered DNA replication, revealed radiation-induced EdU patterns distinct from control cells. Prompted by the observation that these cells displayed markedly enlarged and intensified γ-H2AX foci, a marker of DNA damage, we employed a supervised machine learning model based on γ-H2AX patterns to isolate the radioresistant cell subpopulation. We then extracted the EdU signals from these isolated cells and, through further unsupervised machine learning, successfully identified a characteristic pattern specific to radioresistance. This establishes a machine learning framework capable of extracting universal rules from the dynamic networks that vary among individual cells, which provides a novel platform for a screening system to identify molecules involved in radioresistance, focusing on cancer heterogeneity.

胸腺嘧啶类似物EdU(5-乙基-2-脱氧尿嘧啶)在复制过程中被纳入DNA,传统上被用作s期细胞的标记物。在这项研究中,我们发现EdU荧光图像显示出大量细胞间的可变性,可以通过无监督机器学习将其分类为多个簇。这表明,看似随机的EdU模式包含可重复的、计算上可识别的特征。基于我们对辐射应激反应中出现的不同模式的观察,我们研究了耐辐射癌细胞是否表现出特定的EdU特征。通过改变DNA复制获得辐射抗性的plk1过表达细胞的分析显示,辐射诱导的EdU模式与对照细胞不同。由于观察到这些细胞显示出明显扩大和增强的γ-H2AX焦点(DNA损伤的标记),我们采用基于γ-H2AX模式的监督机器学习模型来分离辐射抗性细胞亚群。然后,我们从这些分离的细胞中提取EdU信号,并通过进一步的无监督机器学习,成功地确定了特定于辐射抗性的特征模式。这建立了一个机器学习框架,能够从个体细胞之间变化的动态网络中提取通用规则,这为筛选系统提供了一个新的平台,以识别与辐射抗性有关的分子,重点关注癌症异质性。
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引用次数: 0
Correction to “The Meeting Report on the Fifth International Conference of the Chromosomal SMC Complexes” 更正“第五届国际染色体SMC复合体会议报告”
IF 1.3 4区 生物学 Q4 CELL BIOLOGY Pub Date : 2025-09-08 DOI: 10.1111/gtc.70048

Niki, H., and Y. Murayama. 2025. “ The Meeting Report on the Fifth International Conference of the Chromosomal SMC Complexes.” Genes to Cells 30, no. 5: e70039. https://doi.org/10.1111/gtc.70039.

The legend for Figure 2 “Poster session at SMC2024.” was incorrect. This should have read: “Barbara Meyer and Tatsuya Hirano talked about their seminal papers on the discovery of condensin.”

We apologize for this error.

Niki, H.和Y. Murayama, 2025。第五届染色体SMC复合体国际会议报告基因到细胞30号,不。5: e70039。https://doi.org/10.1111/gtc.70039.The图2中的图例“SMC2024的海报会议”不正确。这应该是:“芭芭拉·梅耶和平野达也谈到了他们关于发现凝缩素的开创性论文。”我们为这个错误道歉。
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引用次数: 0
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Genes to Cells
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