首页 > 最新文献

Cells最新文献

英文 中文
Lactic Acid Bacteria Postbiotics as Adjunctives to Glioblastoma Therapy to Fight Treatment Escape and Protect Non-Neoplastic Cells from Side Effects. 乳酸菌后生制剂作为胶质母细胞瘤治疗的辅助药物,对抗治疗逃逸和保护非肿瘤细胞免受副作用的影响。
IF 5.2 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2026-01-24 DOI: 10.3390/cells15030226
Pola Głowacka, Agnieszka Pudlarz, Joanna Wasiak, Magdalena Peszyńska-Piorun, Michał Biegała, Karol Wiśniewski, Dariusz J Jaskólski, Adam Marek Pieczonka, Tomasz Płoszaj, Janusz Szemraj, Monika Witusik-Perkowska

Despite tremendous scientific efforts aimed at glioblastoma's (GB) ability to escape therapeutic attempts, the concern remains unsolved. Postbiotics, metabolites, and macromolecules of probiotic bacteria could become adjuvant therapeutics both dealing with cellular events constituting tumor therapy escape mechanisms and protecting normal cells from therapy-induced damage. The study aims to evaluate the dual potential of postbiotics obtained from lactic acid bacteria, L. plantarum and L. rhamnosus, on patient-derived and commercially available GB and normal cells alone and in combination with chemotherapeutic and irradiation oncotreatment regimens. Postbiotic mixtures (PMs) show cytoprotective potential against a new anti-cancer agent-ARA12-on astrocytes and cytoprotective action to irradiated normal fibroblast cells. Although GB cells' apoptotic response varied between patient-derived cells, both PMs exert cytotoxic or cytostatic effects alone and, in most of the studied therapeutic combinations, on all tested GB cell lines. In particular, L. plantarum PM alleviates treatment escape, possibly shifting the tumor drug response from senescence to apoptosis. The results suggest that postbiotic-based adjunctive treatment could potentiate the therapeutic effect toward neoplastic cells, while alleviating chemotherapy's adverse effects, helping clinicians to tackle the issue of therapy resistance and improve patients' comfort.

尽管针对胶质母细胞瘤(GB)逃避治疗尝试的能力做出了巨大的科学努力,但这一问题仍未得到解决。益生菌的后生产物、代谢物和大分子可以成为辅助治疗药物,既可以处理构成肿瘤治疗逃逸机制的细胞事件,又可以保护正常细胞免受治疗引起的损伤。该研究旨在评估从乳酸菌植物乳杆菌(L. plantarum)和鼠李糖乳杆菌(L. rhamnosus)中获得的后生物制剂对患者来源的和市售的GB细胞和正常细胞单独使用以及与化疗和放射治疗方案联合使用的双重潜力。生物后混合物(PMs)对星形胶质细胞显示出对新型抗癌剂ara12的细胞保护作用,并对受辐照的正常成纤维细胞具有细胞保护作用。尽管GB细胞的凋亡反应在患者来源的细胞之间有所不同,但两种pm都单独发挥细胞毒性或细胞抑制剂作用,并且在大多数研究的治疗组合中,对所有测试的GB细胞系都起作用。特别是,植物乳杆菌PM减轻了治疗逃逸,可能将肿瘤药物反应从衰老转变为细胞凋亡。结果表明,基于后生物制剂的辅助治疗可以增强对肿瘤细胞的治疗效果,同时减轻化疗的不良反应,帮助临床医生解决治疗抵抗问题,提高患者的舒适度。
{"title":"Lactic Acid Bacteria Postbiotics as Adjunctives to Glioblastoma Therapy to Fight Treatment Escape and Protect Non-Neoplastic Cells from Side Effects.","authors":"Pola Głowacka, Agnieszka Pudlarz, Joanna Wasiak, Magdalena Peszyńska-Piorun, Michał Biegała, Karol Wiśniewski, Dariusz J Jaskólski, Adam Marek Pieczonka, Tomasz Płoszaj, Janusz Szemraj, Monika Witusik-Perkowska","doi":"10.3390/cells15030226","DOIUrl":"https://doi.org/10.3390/cells15030226","url":null,"abstract":"<p><p>Despite tremendous scientific efforts aimed at glioblastoma's (GB) ability to escape therapeutic attempts, the concern remains unsolved. Postbiotics, metabolites, and macromolecules of probiotic bacteria could become adjuvant therapeutics both dealing with cellular events constituting tumor therapy escape mechanisms and protecting normal cells from therapy-induced damage. The study aims to evaluate the dual potential of postbiotics obtained from lactic acid bacteria, <i>L. plantarum</i> and <i>L. rhamnosus</i>, on patient-derived and commercially available GB and normal cells alone and in combination with chemotherapeutic and irradiation oncotreatment regimens. Postbiotic mixtures (PMs) show cytoprotective potential against a new anti-cancer agent-ARA12-on astrocytes and cytoprotective action to irradiated normal fibroblast cells. Although GB cells' apoptotic response varied between patient-derived cells, both PMs exert cytotoxic or cytostatic effects alone and, in most of the studied therapeutic combinations, on all tested GB cell lines. In particular, <i>L. plantarum</i> PM alleviates treatment escape, possibly shifting the tumor drug response from senescence to apoptosis. The results suggest that postbiotic-based adjunctive treatment could potentiate the therapeutic effect toward neoplastic cells, while alleviating chemotherapy's adverse effects, helping clinicians to tackle the issue of therapy resistance and improve patients' comfort.</p>","PeriodicalId":9743,"journal":{"name":"Cells","volume":"15 3","pages":""},"PeriodicalIF":5.2,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146164000","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lower-Limb Muscle Impairments in Patients with COPD: An Overview of the Past Decade. COPD患者下肢肌肉损伤:过去十年的综述
IF 5.2 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2026-01-23 DOI: 10.3390/cells15030220
Bente Brauwers, Martijn A Spruit, Frits M E Franssen, Anouk W Vaes, Felipe V C Machado

Chronic obstructive pulmonary disease (COPD) is a chronic respiratory disease characterized by airflow limitation. Apart from airflow limitation, patients with COPD may also suffer from extra-pulmonary features such as lower limb muscle dysfunction that contribute to an impaired health status. Since the latest statement on lower-limb muscle dysfunction in COPD in 2014, substantial new evidence has emerged with regard to molecular, cellular, and functional mechanisms underlying muscle plasticity. Therefore, this review aims to provide an updated overview of molecular, cellular, and functional mechanisms of lower-limb muscle plasticity in COPD, integrating evidence that has emerged since the 2014 statement on lower limb muscle dysfunction. Additionally, the effects of exercise training on mechanisms of limb muscle dysfunction are explained. From the evidence of the last decade, it can be concluded that limb muscle dysfunction is a multifactorial process driven by both intrinsic alterations and impairments to the muscle as well as extra-pulmonary influences, thereby reinforcing the need for integrated therapeutic strategies.

慢性阻塞性肺疾病(COPD)是一种以气流受限为特征的慢性呼吸道疾病。除气流受限外,COPD患者还可能出现肺外特征,如下肢肌肉功能障碍,导致健康状况受损。自2014年关于COPD下肢肌肉功能障碍的最新声明以来,关于肌肉可塑性的分子、细胞和功能机制出现了大量新证据。因此,本综述旨在提供COPD患者下肢肌肉可塑性的分子、细胞和功能机制的最新综述,整合自2014年下肢肌肉功能障碍声明以来出现的证据。此外,本文还解释了运动训练对肢体肌肉功能障碍的影响机制。从过去十年的证据来看,可以得出结论,肢体肌肉功能障碍是一个多因素过程,由肌肉的内在改变和损伤以及肺外影响驱动,因此加强了对综合治疗策略的需求。
{"title":"Lower-Limb Muscle Impairments in Patients with COPD: An Overview of the Past Decade.","authors":"Bente Brauwers, Martijn A Spruit, Frits M E Franssen, Anouk W Vaes, Felipe V C Machado","doi":"10.3390/cells15030220","DOIUrl":"https://doi.org/10.3390/cells15030220","url":null,"abstract":"<p><p>Chronic obstructive pulmonary disease (COPD) is a chronic respiratory disease characterized by airflow limitation. Apart from airflow limitation, patients with COPD may also suffer from extra-pulmonary features such as lower limb muscle dysfunction that contribute to an impaired health status. Since the latest statement on lower-limb muscle dysfunction in COPD in 2014, substantial new evidence has emerged with regard to molecular, cellular, and functional mechanisms underlying muscle plasticity. Therefore, this review aims to provide an updated overview of molecular, cellular, and functional mechanisms of lower-limb muscle plasticity in COPD, integrating evidence that has emerged since the 2014 statement on lower limb muscle dysfunction. Additionally, the effects of exercise training on mechanisms of limb muscle dysfunction are explained. From the evidence of the last decade, it can be concluded that limb muscle dysfunction is a multifactorial process driven by both intrinsic alterations and impairments to the muscle as well as extra-pulmonary influences, thereby reinforcing the need for integrated therapeutic strategies.</p>","PeriodicalId":9743,"journal":{"name":"Cells","volume":"15 3","pages":""},"PeriodicalIF":5.2,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146164043","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
PCB 153 Modulates Genes Involved in Proteasome and Neurodegeneration-Related Pathways in Differentiated SH-SY5Y Cells: A Transcriptomic Study. 在分化的SH-SY5Y细胞中,PCB 153调节蛋白酶体和神经变性相关通路的基因:转录组学研究。
IF 5.2 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2026-01-23 DOI: 10.3390/cells15030217
Aurelio Minuti, Serena Silvestro, Claudia Muscarà, Michele Scuruchi, Simone D'Angiolini

Polychlorinated biphenyls (PCBs) are persistent environmental contaminants associated with neurotoxicity and increased risk of neurodegenerative diseases. PCB 153, a highly abundant non-coplanar congener, bioaccumulates in human tissues and impairs homeostasis. This study investigated the transcriptomic effects of PCB 153 (2,2',4,4',5,5'-Hexachlorobiphenyl) in retinoic acid (RA)-differentiated SH-SY5Y neuronal cells to identify early, sub-cytotoxic molecular alterations. Cell viability was assessed by 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) assay after 24 h exposure to increasing PCB 153 concentrations. RNA-Seq was performed on cells treated with 5 μM PCB 153, the highest non-cytotoxic dose. Sequencing reads were quality-filtered, aligned to the human genome, and analyzed with DESeq2. Functional enrichment was conducted using Gene Ontologies and KEGG pathways. Western blot analyses were performed to assess protein level changes in selected targets. RNA-Seq identified 1882 significantly altered genes (q-value < 0.05). Gene Ontology analysis revealed strong enrichment of proteasome-related terms, with most proteasomal subunits displaying coordinated upregulation. KEGG analysis further showed significant enrichment of Alzheimer's (AD), Parkinson's (PD), amyotrophic lateral sclerosis (ALS), and other neurodegenerative disease pathways. These findings indicate that PCB 153 triggers a pronounced proteostatic response in neuron-like cells, suggesting early disruption of protein homeostasis that may contribute to mechanisms associated with neurodegeneration.

多氯联苯是与神经毒性和神经退行性疾病风险增加相关的持久性环境污染物。PCB 153是一种丰富的非共面同系物,可在人体组织中生物积累并损害体内平衡。本研究研究了PCB 153(2,2',4,4',5,5'-六氯联苯)在视黄酸(RA)分化的SH-SY5Y神经元细胞中的转录组效应,以识别早期的亚细胞毒性分子改变。在暴露于PCB 153浓度增加的环境24小时后,采用3-(4,5-二甲基噻唑-2-基)-2,5-二苯四唑溴化铵(MTT)测定细胞活力。用最高无细胞毒性剂量5 μM PCB 153处理的细胞进行RNA-Seq检测。测序读数经过质量过滤,与人类基因组对齐,并使用DESeq2进行分析。利用基因本体和KEGG途径进行功能富集。采用Western blot分析评估选定靶点蛋白水平的变化。RNA-Seq鉴定出1882个显著改变基因(q值< 0.05)。基因本体论分析显示,蛋白酶体相关术语强富集,大多数蛋白酶体亚基显示协同上调。KEGG分析进一步显示,阿尔茨海默病(AD)、帕金森病(PD)、肌萎缩侧索硬化症(ALS)和其他神经退行性疾病途径显著富集。这些发现表明,PCB 153在神经元样细胞中引发了明显的蛋白质抑制反应,表明蛋白质稳态的早期破坏可能有助于与神经变性相关的机制。
{"title":"PCB 153 Modulates Genes Involved in Proteasome and Neurodegeneration-Related Pathways in Differentiated SH-SY5Y Cells: A Transcriptomic Study.","authors":"Aurelio Minuti, Serena Silvestro, Claudia Muscarà, Michele Scuruchi, Simone D'Angiolini","doi":"10.3390/cells15030217","DOIUrl":"https://doi.org/10.3390/cells15030217","url":null,"abstract":"<p><p>Polychlorinated biphenyls (PCBs) are persistent environmental contaminants associated with neurotoxicity and increased risk of neurodegenerative diseases. PCB 153, a highly abundant non-coplanar congener, bioaccumulates in human tissues and impairs homeostasis. This study investigated the transcriptomic effects of PCB 153 (2,2',4,4',5,5'-Hexachlorobiphenyl) in retinoic acid (RA)-differentiated SH-SY5Y neuronal cells to identify early, sub-cytotoxic molecular alterations. Cell viability was assessed by 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) assay after 24 h exposure to increasing PCB 153 concentrations. RNA-Seq was performed on cells treated with 5 μM PCB 153, the highest non-cytotoxic dose. Sequencing reads were quality-filtered, aligned to the human genome, and analyzed with DESeq2. Functional enrichment was conducted using Gene Ontologies and KEGG pathways. Western blot analyses were performed to assess protein level changes in selected targets. RNA-Seq identified 1882 significantly altered genes (q-value < 0.05). Gene Ontology analysis revealed strong enrichment of proteasome-related terms, with most proteasomal subunits displaying coordinated upregulation. KEGG analysis further showed significant enrichment of Alzheimer's (AD), Parkinson's (PD), amyotrophic lateral sclerosis (ALS), and other neurodegenerative disease pathways. These findings indicate that PCB 153 triggers a pronounced proteostatic response in neuron-like cells, suggesting early disruption of protein homeostasis that may contribute to mechanisms associated with neurodegeneration.</p>","PeriodicalId":9743,"journal":{"name":"Cells","volume":"15 3","pages":""},"PeriodicalIF":5.2,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146164300","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Synergistic Anticancer Activity of Annona muricata Leaf Extract and Cisplatin in 4T1 Triple-Negative Breast Cancer Cells. 番麻叶提取物和顺铂对4T1三阴性乳腺癌细胞的协同抗癌作用。
IF 5.2 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2026-01-23 DOI: 10.3390/cells15030213
Oumayma Kouki, Mohamed Montassar Lasram, Amel Abidi, Jérôme Leprince, Imen Ghzaiel, John J Mackrill, Taoufik Ghrairi, Gérard Lizard, Olfa Masmoudi-Kouki

Breast cancer remains one of the leading causes of cancer-related mortality among women worldwide. Although cisplatin is widely used in chemotherapy, its clinical efficacy is often limited by adverse effects and resistance. Thus, natural bioactive compounds are gaining attention as complementary therapeutic agents. This study aimed to evaluate the anti-tumor effects of Annona muricata leaf extract on murine breast cancer 4T1 cells, used alone or in combination with cisplatin. Cisplatin induced intrinsic apoptosis through mitochondrial membrane disruption, up-regulation of the Bax gene and inhibition of the PI3K/AKT/mTOR signaling pathway. Cisplatin also promoted hypoxia by HIF1α gene expression, inflammation by TNFα and IL-6 gene expression, and induced cell cycle arrest at the sub-G1 phase by down-regulation of cyclin D1 and cyclin E1 genes. Annona muricata leaf extract triggered autophagy-mediated 4T1 cell death through mainly mTOR down-regulation and increased expression of Beclin1 and LC3 genes. It also induced cell cycle arrest at sub-G1 and S phases in a concentration- and time-dependent manner. When, combined with cisplatin, Annona muricata extract shifts the cell death pathway from intrinsic apoptosis toward autophagy by reduced caspase-3 gene expression and activity and enhanced LC3-I to LC3-II conversion. Moreover, Annona muricata extract attenuated cisplatin-induced inflammation by inhibiting TNFα and IL-6 gene expression and reinforced cell cycle arrest through suppression of the cyclin D1 gene. In conclusion, our results suggest that Annona muricata leaf extract exerts significant anti-tumor activity in breast cancer cells and may enhance cisplatin efficacy by shifting the signaling pathway from intrinsic apoptosis toward autophagy, and attenuating inflammation-related effects, supporting its potential use as a complementary therapeutic strategy.

乳腺癌仍然是全世界妇女癌症相关死亡的主要原因之一。顺铂在化疗中应用广泛,但其临床疗效往往受到不良反应和耐药的限制。因此,天然生物活性化合物作为辅助治疗剂越来越受到重视。本研究旨在评价番麻叶提取物单独或与顺铂合用对小鼠乳腺癌4T1细胞的抗肿瘤作用。顺铂通过破坏线粒体膜、上调Bax基因和抑制PI3K/AKT/mTOR信号通路诱导细胞凋亡。顺铂还通过HIF1α基因表达促进缺氧,通过TNFα和IL-6基因表达促进炎症,通过下调cyclin D1和cyclin E1基因诱导细胞周期阻滞在亚g1期。槟榔叶提取物主要通过下调mTOR、增加Beclin1和LC3基因表达触发自噬介导的4T1细胞死亡。它还以浓度和时间依赖的方式诱导细胞周期阻滞在亚g1期和S期。当与顺铂联合使用时,番荔枝提取物通过降低caspase-3基因的表达和活性,增强LC3-I向LC3-II的转化,使细胞死亡途径从内在凋亡转向自噬。此外,番麻提取物通过抑制TNFα和IL-6基因表达来减轻顺铂诱导的炎症,并通过抑制cyclin D1基因来加强细胞周期阻滞。总之,我们的研究结果表明,番槐叶提取物对乳腺癌细胞具有显著的抗肿瘤活性,并可能通过将信号通路从内在凋亡转向自噬,减弱炎症相关作用来增强顺铂的疗效,支持其作为补充治疗策略的潜在应用。
{"title":"Synergistic Anticancer Activity of <i>Annona muricata</i> Leaf Extract and Cisplatin in 4T1 Triple-Negative Breast Cancer Cells.","authors":"Oumayma Kouki, Mohamed Montassar Lasram, Amel Abidi, Jérôme Leprince, Imen Ghzaiel, John J Mackrill, Taoufik Ghrairi, Gérard Lizard, Olfa Masmoudi-Kouki","doi":"10.3390/cells15030213","DOIUrl":"https://doi.org/10.3390/cells15030213","url":null,"abstract":"<p><p>Breast cancer remains one of the leading causes of cancer-related mortality among women worldwide. Although cisplatin is widely used in chemotherapy, its clinical efficacy is often limited by adverse effects and resistance. Thus, natural bioactive compounds are gaining attention as complementary therapeutic agents. This study aimed to evaluate the anti-tumor effects of <i>Annona muricata</i> leaf extract on murine breast cancer 4T1 cells, used alone or in combination with cisplatin. Cisplatin induced intrinsic apoptosis through mitochondrial membrane disruption, up-regulation of the <i>Bax</i> gene and inhibition of the PI3K/AKT/mTOR signaling pathway. Cisplatin also promoted hypoxia by HIF1α gene expression, inflammation by <i>TNFα</i> and <i>IL-6</i> gene expression, and induced cell cycle arrest at the sub-G1 phase by down-regulation of <i>cyclin D1</i> and <i>cyclin E1</i> genes. <i>Annona muricata</i> leaf extract triggered autophagy-mediated 4T1 cell death through mainly <i>mTOR</i> down-regulation and increased expression of Beclin1 and <i>LC3</i> genes. It also induced cell cycle arrest at sub-G1 and S phases in a concentration- and time-dependent manner. When, combined with cisplatin, <i>Annona muricata</i> extract shifts the cell death pathway from intrinsic apoptosis toward autophagy by reduced caspase-3 gene expression and activity and enhanced LC3-I to LC3-II conversion. Moreover, <i>Annona muricata</i> extract attenuated cisplatin-induced inflammation by inhibiting <i>TNFα</i> and <i>IL-6</i> gene expression and reinforced cell cycle arrest through suppression of the <i>cyclin D1</i> gene. In conclusion, our results suggest that <i>Annona muricata</i> leaf extract exerts significant anti-tumor activity in breast cancer cells and may enhance cisplatin efficacy by shifting the signaling pathway from intrinsic apoptosis toward autophagy, and attenuating inflammation-related effects, supporting its potential use as a complementary therapeutic strategy.</p>","PeriodicalId":9743,"journal":{"name":"Cells","volume":"15 3","pages":""},"PeriodicalIF":5.2,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146164348","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Early IKKβ-Dependent Anabolic Signature Governs Vascular Smooth Muscle Cells Fate and Abdominal Aortic Aneurysm Development. 早期ikk β依赖的合成代谢信号控制血管平滑肌细胞的命运和腹主动脉瘤的发展。
IF 5.2 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2026-01-23 DOI: 10.3390/cells15030218
Priscilla Doyon, Ozge Kizilay Mancini, Florence Dô, David Huynh, Gaétan Mayer, Stephanie Lehoux, Huy Ong, Maelle Batardière, Vincent Quoc-Huy Trinh, Ying Wen, Waiho Tang, Sylvie Marleau, Simon-Pierre Gravel, Marc J Servant

Abdominal aortic aneurysm (AAA) is a serious disease with no effective pharmacological therapy. Although inflammation is recognized as a key regulator of AAA, targeting inflammatory pathways once the disease is established does not improve outcomes. Understanding the earliest molecular indicators could clarify precise biological targets and prognostic markers for AAA. Using ApoE-deficient mice, we performed RNA-Seq on suprarenal abdominal aortas (SRAs) from Ang II- and saline-treated mice 24 h after infusion. We further developed a unique model of hyperlipidemic mice in which the expression of the inhibitor of nuclear factor kappa B kinase subunit beta (IKKβ) can be conditionally suppressed in vascular smooth muscle cells (VSMCs). RNA-Seq data revealed early IKKβ-dependent cellular anabolic processes in SRAs, including activation of the mammalian target of rapamycin complex 1 (mTORC1) pathway. Furthermore, deletion of the Ikbkb gene in VSMCs significantly reduced the rate of aneurysm rupture in mice exposed to Ang II. In situ analysis further confirmed that the absence of IKKβ in VSMCs is associated with a reduced inflammatory response and the preservation of their contractile phenotypes. Our results reinforce the crucial role of VSMCs in rapid adaptation, leading to deleterious inflammation-dependent remodeling of the vascular wall, and define a previously unrecognized anabolic role of IKKβ in AAA pathogenesis.

腹主动脉瘤是一种严重的疾病,目前尚无有效的药物治疗方法。虽然炎症被认为是AAA的关键调节因子,但一旦疾病建立,靶向炎症途径并不能改善预后。了解最早的分子指标可以明确AAA的精确生物学靶点和预后标志物。我们使用apoe缺陷小鼠,在输注后24小时对Ang II和盐处理小鼠的肾上腹主动脉(sra)进行rna测序。我们进一步建立了一种独特的高脂血症小鼠模型,在该模型中,核因子κ B激酶亚单位β (IKKβ)的抑制剂的表达可以在血管平滑肌细胞(VSMCs)中被有条件地抑制。RNA-Seq数据揭示了sra中早期ikk β依赖的细胞合成代谢过程,包括哺乳动物雷帕霉素靶点复合物1 (mTORC1)途径的激活。此外,VSMCs中Ikbkb基因的缺失显著降低了暴露于Ang II的小鼠的动脉瘤破裂率。原位分析进一步证实,VSMCs中IKKβ的缺失与炎症反应的减少和收缩表型的保存有关。我们的研究结果强化了VSMCs在快速适应中的关键作用,导致有害的炎症依赖性血管壁重塑,并确定了IKKβ在AAA发病机制中以前未被认识到的合成代谢作用。
{"title":"Early IKKβ-Dependent Anabolic Signature Governs Vascular Smooth Muscle Cells Fate and Abdominal Aortic Aneurysm Development.","authors":"Priscilla Doyon, Ozge Kizilay Mancini, Florence Dô, David Huynh, Gaétan Mayer, Stephanie Lehoux, Huy Ong, Maelle Batardière, Vincent Quoc-Huy Trinh, Ying Wen, Waiho Tang, Sylvie Marleau, Simon-Pierre Gravel, Marc J Servant","doi":"10.3390/cells15030218","DOIUrl":"https://doi.org/10.3390/cells15030218","url":null,"abstract":"<p><p>Abdominal aortic aneurysm (AAA) is a serious disease with no effective pharmacological therapy. Although inflammation is recognized as a key regulator of AAA, targeting inflammatory pathways once the disease is established does not improve outcomes. Understanding the earliest molecular indicators could clarify precise biological targets and prognostic markers for AAA. Using ApoE-deficient mice, we performed RNA-Seq on suprarenal abdominal aortas (SRAs) from Ang II- and saline-treated mice 24 h after infusion. We further developed a unique model of hyperlipidemic mice in which the expression of the inhibitor of nuclear factor kappa B kinase subunit beta (IKKβ) can be conditionally suppressed in vascular smooth muscle cells (VSMCs). RNA-Seq data revealed early IKKβ-dependent cellular anabolic processes in SRAs, including activation of the mammalian target of rapamycin complex 1 (mTORC1) pathway. Furthermore, deletion of the <i>Ikbkb</i> gene in VSMCs significantly reduced the rate of aneurysm rupture in mice exposed to Ang II. In situ analysis further confirmed that the absence of IKKβ in VSMCs is associated with a reduced inflammatory response and the preservation of their contractile phenotypes. Our results reinforce the crucial role of VSMCs in rapid adaptation, leading to deleterious inflammation-dependent remodeling of the vascular wall, and define a previously unrecognized anabolic role of IKKβ in AAA pathogenesis.</p>","PeriodicalId":9743,"journal":{"name":"Cells","volume":"15 3","pages":""},"PeriodicalIF":5.2,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146164349","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reduced LOXL3 Expression Disrupts Microtubule Acetylation and Drives TP53-Dependent Cell Fate in Glioblastoma. 在胶质母细胞瘤中,LOXL3表达减少破坏微管乙酰化并驱动tp53依赖的细胞命运。
IF 5.2 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2026-01-23 DOI: 10.3390/cells15030219
Talita de Sousa Laurentino, Roseli da Silva Soares, Antônio Marcondes Lerario, Ricardo Cesar Cintra, Suely Kazue Nagahashi Marie, Sueli Mieko Oba-Shinjo

Glioblastoma (GBM) is the most aggressive primary brain tumor, marked by molecular heterogeneity and poor clinical prognosis. Lysyl oxidase-like 3 (LOXL3) is frequently upregulated in GBM, but its mechanistic contribution remains insufficiently defined. Here, we investigated the functional role of LOXL3 in GBM using CRISPR-Cas9-mediated LOXL3 knockdown in two genetically distinct GBM cell lines: U87MG (wild-type TP53) and U251 (mutant TP53). Reduced LOXL3 expression markedly reduced α-tubulin acetylation, particularly in U87MG cells, and downregulated genes involved in cell cycle progression and proliferation. Both cell lines exhibited mitotic defects, including delayed cell cycle progression and spindle abnormalities; however, cell fate diverged according to TP53 status. U87MG cells, sustained spindle checkpoint activation triggered a p53-dependent spindle checkpoint response culminating in apoptosis, while U251 cells underwent mitotic slippage and senescence. Transcriptomic analyses confirmed differential regulation of apoptosis versus senescence pathways in accordance with TP53 functionality. Additionally, reduced LOXL3 expression markedly impaired adhesion and migration in U87MG cells, whereas U251 cells were minimally affected, consistent with more pronounced microtubule destabilization. Collectively, these findings identify that LOXL3 is a key regulator of microtubule homeostasis, mitotic fidelity, adhesion, and invasive behavior in GBM. Targeting LOXL3 may therefore provide a therapeutic opportunity for genotype-informed intervention in GBM.

胶质母细胞瘤(GBM)是最具侵袭性的原发性脑肿瘤,其特点是分子异质性和临床预后差。赖氨酸氧化酶样3 (LOXL3)在GBM中经常上调,但其机制贡献尚未充分确定。在这里,我们通过crispr - cas9介导的两种基因不同的GBM细胞系:U87MG(野生型TP53)和U251(突变型TP53),研究了LOXL3在GBM中的功能作用。LOXL3表达的减少显著降低了α-微管蛋白乙酰化,特别是在U87MG细胞中,并下调了参与细胞周期进程和增殖的基因。两种细胞系都表现出有丝分裂缺陷,包括细胞周期进展延迟和纺锤体异常;然而,细胞命运根据TP53状态而分化。U87MG细胞持续的纺锤体检查点激活触发p53依赖性纺锤体检查点反应,最终导致细胞凋亡,而U251细胞则发生有丝分裂滑移和衰老。转录组学分析证实了与TP53功能相关的凋亡与衰老途径的差异调控。此外,LOXL3表达的减少显著损害了U87MG细胞的粘附和迁移,而U251细胞受到的影响最小,与更明显的微管不稳定一致。总的来说,这些发现表明LOXL3是GBM中微管稳态、有丝分裂保真度、粘附和侵袭行为的关键调节因子。因此,靶向LOXL3可能为基因型知情干预GBM提供治疗机会。
{"title":"Reduced LOXL3 Expression Disrupts Microtubule Acetylation and Drives TP53-Dependent Cell Fate in Glioblastoma.","authors":"Talita de Sousa Laurentino, Roseli da Silva Soares, Antônio Marcondes Lerario, Ricardo Cesar Cintra, Suely Kazue Nagahashi Marie, Sueli Mieko Oba-Shinjo","doi":"10.3390/cells15030219","DOIUrl":"https://doi.org/10.3390/cells15030219","url":null,"abstract":"<p><p>Glioblastoma (GBM) is the most aggressive primary brain tumor, marked by molecular heterogeneity and poor clinical prognosis. Lysyl oxidase-like 3 (LOXL3) is frequently upregulated in GBM, but its mechanistic contribution remains insufficiently defined. Here, we investigated the functional role of LOXL3 in GBM using CRISPR-Cas9-mediated LOXL3 knockdown in two genetically distinct GBM cell lines: U87MG (wild-type <i>TP53</i>) and U251 (mutant <i>TP53</i>). Reduced LOXL3 expression markedly reduced α-tubulin acetylation, particularly in U87MG cells, and downregulated genes involved in cell cycle progression and proliferation. Both cell lines exhibited mitotic defects, including delayed cell cycle progression and spindle abnormalities; however, cell fate diverged according to <i>TP53</i> status. U87MG cells, sustained spindle checkpoint activation triggered a p53-dependent spindle checkpoint response culminating in apoptosis, while U251 cells underwent mitotic slippage and senescence. Transcriptomic analyses confirmed differential regulation of apoptosis versus senescence pathways in accordance with <i>TP53</i> functionality. Additionally, reduced LOXL3 expression markedly impaired adhesion and migration in U87MG cells, whereas U251 cells were minimally affected, consistent with more pronounced microtubule destabilization. Collectively, these findings identify that LOXL3 is a key regulator of microtubule homeostasis, mitotic fidelity, adhesion, and invasive behavior in GBM. Targeting LOXL3 may therefore provide a therapeutic opportunity for genotype-informed intervention in GBM.</p>","PeriodicalId":9743,"journal":{"name":"Cells","volume":"15 3","pages":""},"PeriodicalIF":5.2,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146164316","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Human Liver Organoids as an Experimental Tool to Investigate Lipocalin-2 in Hepatic Inflammation. 肝类器官作为研究脂钙素-2在肝脏炎症中的实验工具。
IF 5.2 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2026-01-23 DOI: 10.3390/cells15030216
Katharina S Hardt, Robert F Pohlberger, Diandra T Keller, Eva M Buhl, Florian W R Vondran, Anjali A Roeth, Ralf Weiskirchen, Sarah K Schröder-Lange

The 25 kDa glycoprotein lipocalin-2 (LCN2) is widely expressed and has diverse functions, ranging from physiological to pathophysiological processes. In the liver, LCN2 is primarily associated with inflammatory processes and is considered a potential biomarker in metabolic disorders. However, a significant challenge is the absence of a suitable human in vitro model for studying LCN2 and its associated signaling pathways. Therefore, we have successfully generated patient-derived liver organoids of both male and female origin, providing a novel in vitro model for LCN2 research. Our data show that the self-renewing organoids mimic essential architectural features of hepatocytes, as demonstrated by electron microscopy and F-actin staining. Consistent with the expression profile observed in liver tissue, the isolated 3D organoids exhibit minimal endogenous LCN2 levels. Next, the LCN2 expression was studied at the protein and mRNA levels under inflammatory conditions by treating the organoids with various cytokines and lipopolysaccharides (LPS). Our results show that LCN2 expression is significantly upregulated by IL-1β and TNF-α in an NF-κB-dependent manner, but remains unchanged with IL-6 or LPS. In conclusion, we have established human patient-derived liver organoids as a valuable model for investigating LCN2 signaling mechanisms. This study lays the foundation for future research on the role of LCN2 in liver pathologies, aiding in disease progression understanding and facilitating patient-specific treatment predictions.

25 kDa糖蛋白lipocalin-2 (LCN2)广泛表达,具有多种功能,从生理到病理生理过程。在肝脏中,LCN2主要与炎症过程相关,被认为是代谢紊乱的潜在生物标志物。然而,一个重大的挑战是缺乏合适的人类体外模型来研究LCN2及其相关的信号通路。因此,我们成功地生成了患者来源的男性和女性肝类器官,为LCN2的研究提供了一种新的体外模型。我们的数据表明,通过电子显微镜和f-肌动蛋白染色,自我更新的类器官模拟了肝细胞的基本结构特征。与肝组织中观察到的表达谱一致,分离的3D类器官显示出最低的内源性LCN2水平。接下来,通过用各种细胞因子和脂多糖(LPS)处理类器官,研究炎症条件下LCN2在蛋白和mRNA水平上的表达。我们的研究结果表明,LCN2的表达在IL-1β和TNF-α的作用下以NF-κ b依赖的方式显著上调,但在IL-6或LPS的作用下保持不变。总之,我们已经建立了人类患者来源的肝类器官作为研究LCN2信号传导机制的有价值的模型。该研究为未来研究LCN2在肝脏病理中的作用奠定了基础,有助于了解疾病进展并促进患者特异性治疗预测。
{"title":"Human Liver Organoids as an Experimental Tool to Investigate Lipocalin-2 in Hepatic Inflammation.","authors":"Katharina S Hardt, Robert F Pohlberger, Diandra T Keller, Eva M Buhl, Florian W R Vondran, Anjali A Roeth, Ralf Weiskirchen, Sarah K Schröder-Lange","doi":"10.3390/cells15030216","DOIUrl":"https://doi.org/10.3390/cells15030216","url":null,"abstract":"<p><p>The 25 kDa glycoprotein lipocalin-2 (LCN2) is widely expressed and has diverse functions, ranging from physiological to pathophysiological processes. In the liver, LCN2 is primarily associated with inflammatory processes and is considered a potential biomarker in metabolic disorders. However, a significant challenge is the absence of a suitable human in vitro model for studying LCN2 and its associated signaling pathways. Therefore, we have successfully generated patient-derived liver organoids of both male and female origin, providing a novel in vitro model for LCN2 research. Our data show that the self-renewing organoids mimic essential architectural features of hepatocytes, as demonstrated by electron microscopy and F-actin staining. Consistent with the expression profile observed in liver tissue, the isolated 3D organoids exhibit minimal endogenous LCN2 levels. Next, the LCN2 expression was studied at the protein and mRNA levels under inflammatory conditions by treating the organoids with various cytokines and lipopolysaccharides (LPS). Our results show that LCN2 expression is significantly upregulated by IL-1β and TNF-α in an NF-κB-dependent manner, but remains unchanged with IL-6 or LPS. In conclusion, we have established human patient-derived liver organoids as a valuable model for investigating LCN2 signaling mechanisms. This study lays the foundation for future research on the role of LCN2 in liver pathologies, aiding in disease progression understanding and facilitating patient-specific treatment predictions.</p>","PeriodicalId":9743,"journal":{"name":"Cells","volume":"15 3","pages":""},"PeriodicalIF":5.2,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146164339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cell Supported Single Membrane Technique for the Treatment of Large Bone Defects: Depletion of CD8+ Cells Enhances Bone Healing Mechanisms During the Early Bone Healing Phase. 细胞支持的单层膜技术治疗大骨缺损:CD8+细胞的耗竭增强了早期骨愈合的机制。
IF 5.2 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2026-01-23 DOI: 10.3390/cells15030215
Marissa Penna-Martinez, Lia Klausner, Andreas Kammerer, Minhong Wang, Alexander Schaible, René Danilo Verboket, Christoph Nau, Ingo Marzi, Dirk Henrich

Introduction: The one-step membrane technique, derived from the Masquelet induced membrane technique, uses human acellular dermal matrix (hADM) that is wrapped around the bone defect to bypass membrane induction, reducing treatment time. Pre-colonization of hADM with bone marrow cells (BMC), particularly after CD8+ T cell depletion, enhances bone regeneration. This study examined how CD8+ T cell depletion alters the proteins accumulated in the hADM during early healing. Materials and Methods: Eighteen male Sprague-Dawley rats received 5 mm femoral defects filled with autologous bone chips and wrapped with hADM, hADM + BMC, or hADM + BMC-CD8. hADMs were recovered on days 3 and 7 (n = 3/group/timepoint), incubated ex vivo, and conditioned medium analyzed with a proteome profiler detecting 79 proteins. Results: The protein content of the hADM evolved dynamically. At day three, 41 proteins were detected, rising to 47 by day seven, with RGM-A, osteoprotegerin, LIF, IL-6, CCL20, and CCL17 emerging late, consistent with increased regenerative activity. CD8+ T cell depletion suppressed early inflammatory and pro-osteogenic mediators (e.g., CCL2, IGF-I, IL-1RA) while upregulating LIX. By day seven, regenerative mediators (CCL20, GDF-15, RGM-A) were enriched, whereas inflammatory factors (CCL21, IL-1a, WISP-1) declined. MMP-9, Galectin-1, and GDF-15 increased exclusively in the CD8-depleted group. Conclusions: The hADM protein content transitions from pro-inflammatory to pro-regenerative within one week after surgery. CD8+ T cell depletion accelerates this shift, highlighting hADM as a dynamic scaffold that contributes to the immune-regenerative crosstalk in bone healing.

简介:一步膜技术源自Masquelet诱导膜技术,利用包裹在骨缺损周围的人脱细胞真皮基质(hADM)绕过膜诱导,缩短了治疗时间。骨髓细胞(BMC)预定殖hADM,特别是在CD8+ T细胞耗竭后,可增强骨再生。本研究考察了CD8+ T细胞耗竭如何改变hADM早期愈合过程中积累的蛋白质。材料与方法:18只雄性Sprague-Dawley大鼠取5 mm股骨缺损,用自体骨片填充,并用hADM、hADM + BMC或hADM + BMC- cd8包裹。在第3天和第7天回收hams (n = 3/组/时间点),体外培养,用蛋白质组谱仪分析条件培养基,检测79种蛋白质。结果:hADM蛋白含量呈动态变化。第3天,检测到41种蛋白,到第7天增加到47种,其中RGM-A、骨保护素、LIF、IL-6、CCL20和CCL17出现较晚,与再生活性增加一致。CD8+ T细胞耗竭抑制早期炎症和促骨介质(如CCL2、IGF-I、IL-1RA),同时上调LIX。到第7天,再生介质(CCL20、GDF-15、RGM-A)丰富,而炎症因子(CCL21、IL-1a、WISP-1)下降。MMP-9、半乳糖凝集素-1和GDF-15仅在cd8缺失组中升高。结论:术后1周内hADM蛋白含量由促炎向促再生转变。CD8+ T细胞耗竭加速了这一转变,强调hADM作为一种动态支架,有助于骨愈合中的免疫再生串音。
{"title":"Cell Supported Single Membrane Technique for the Treatment of Large Bone Defects: Depletion of CD8<sup>+</sup> Cells Enhances Bone Healing Mechanisms During the Early Bone Healing Phase.","authors":"Marissa Penna-Martinez, Lia Klausner, Andreas Kammerer, Minhong Wang, Alexander Schaible, René Danilo Verboket, Christoph Nau, Ingo Marzi, Dirk Henrich","doi":"10.3390/cells15030215","DOIUrl":"https://doi.org/10.3390/cells15030215","url":null,"abstract":"<p><p><b>Introduction:</b> The one-step membrane technique, derived from the Masquelet induced membrane technique, uses human acellular dermal matrix (hADM) that is wrapped around the bone defect to bypass membrane induction, reducing treatment time. Pre-colonization of hADM with bone marrow cells (BMC), particularly after CD8<sup>+</sup> T cell depletion, enhances bone regeneration. This study examined how CD8<sup>+</sup> T cell depletion alters the proteins accumulated in the hADM during early healing. <b>Materials and Methods:</b> Eighteen male Sprague-Dawley rats received 5 mm femoral defects filled with autologous bone chips and wrapped with hADM, hADM + BMC, or hADM + BMC-CD8. hADMs were recovered on days 3 and 7 (<i>n</i> = 3/group/timepoint), incubated ex vivo, and conditioned medium analyzed with a proteome profiler detecting 79 proteins. <b>Results:</b> The protein content of the hADM evolved dynamically. At day three, 41 proteins were detected, rising to 47 by day seven, with RGM-A, osteoprotegerin, LIF, IL-6, CCL20, and CCL17 emerging late, consistent with increased regenerative activity. CD8<sup>+</sup> T cell depletion suppressed early inflammatory and pro-osteogenic mediators (e.g., CCL2, IGF-I, IL-1RA) while upregulating LIX. By day seven, regenerative mediators (CCL20, GDF-15, RGM-A) were enriched, whereas inflammatory factors (CCL21, IL-1a, WISP-1) declined. MMP-9, Galectin-1, and GDF-15 increased exclusively in the CD8-depleted group. <b>Conclusions:</b> The hADM protein content transitions from pro-inflammatory to pro-regenerative within one week after surgery. CD8<sup>+</sup> T cell depletion accelerates this shift, highlighting hADM as a dynamic scaffold that contributes to the immune-regenerative crosstalk in bone healing.</p>","PeriodicalId":9743,"journal":{"name":"Cells","volume":"15 3","pages":""},"PeriodicalIF":5.2,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146163602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gene and Cell Therapy in Regenerative Medicine. 再生医学中的基因和细胞治疗。
IF 5.2 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2026-01-23 DOI: 10.3390/cells15030212
Albert A Rizvanov, Ayşegül Doğan

Gene and cell therapies have become core components of regenerative medicine, moving from proof-of-concept studies toward clinically actionable strategies for repairing or replacing damaged tissues [...].

基因和细胞疗法已经成为再生医学的核心组成部分,从概念验证研究转向修复或替换受损组织的临床可操作策略[…]。
{"title":"Gene and Cell Therapy in Regenerative Medicine.","authors":"Albert A Rizvanov, Ayşegül Doğan","doi":"10.3390/cells15030212","DOIUrl":"https://doi.org/10.3390/cells15030212","url":null,"abstract":"<p><p>Gene and cell therapies have become core components of regenerative medicine, moving from proof-of-concept studies toward clinically actionable strategies for repairing or replacing damaged tissues [...].</p>","PeriodicalId":9743,"journal":{"name":"Cells","volume":"15 3","pages":""},"PeriodicalIF":5.2,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146164303","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantitative Analysis of Arsenic- and Sucrose-Induced Liver Collagen Remodeling Using Machine Learning on Second-Harmonic Generation Microscopy Images. 用机器学习对二次谐波显微镜图像定量分析砷和蔗糖诱导的肝胶原重塑。
IF 5.2 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2026-01-23 DOI: 10.3390/cells15030214
Mónica Maldonado-Terrón, Julio César Guerrero-Lara, Rodrigo Felipe-Elizarraras, C Mateo Frausto-Avila, Jose Pablo Manriquez-Amavizca, Myrian Velasco, Zeferino Ibarra Borja, Héctor Cruz-Ramírez, Ana Leonor Rivera, Marcia Hiriart, Mario Alan Quiroz-Juárez, Alfred B U'Ren

Non-alcoholic fatty liver disease (NAFLD) is a silent condition that can lead to fatal cirrhosis, with dietary factors playing a central role. The effect of various dietary interventions on male Wistar rats were evaluated in four diets: control, arsenic, sucrose, and arsenic-sucrose. SHG microscopy images from the right ventral lobe of the liver tissue were analyzed with a neural network trained to detect the presence or absence of collagen fibers, followed by the assessment of their orientation and angular distribution. Machine learning classification of SHG microscopy images revealed a marked increase in fibrosis risk with dietary interventions: <10% in controls, 24% with arsenic, 40% with sucrose, and 62% with combined arsenic-sucrose intake. Angular width distribution of collagen fibers narrowed dramatically across groups: 26° (control), 24° (arsenic), 15.7° (sucrose), and 2.8° (arsenic-sucrose). This analysis revealed four key statistical features for classifying the images according to the presence or absence of collagen fibers: (1) the percentage of pixels whose intensity is above the 15% noise threshold, (2) the Mean-to-Standard Deviation ratio (Mean/std), (3) the mode, and (4) the total intensity (sum). These results demonstrate that a diet rich in sucrose, particularly in combination with arsenic, constitutes a significant risk factor for liver collagen fiber remodeling.

非酒精性脂肪性肝病(NAFLD)是一种隐性疾病,可导致致死性肝硬化,饮食因素起着核心作用。研究了不同饮食干预对雄性Wistar大鼠的影响,包括对照组、砷组、蔗糖组和砷-蔗糖组。利用神经网络对肝组织右腹叶的SHG显微镜图像进行分析,以检测胶原纤维的存在或缺失,然后评估其方向和角度分布。SHG显微镜图像的机器学习分类显示,饮食干预显著增加了纤维化风险:
{"title":"Quantitative Analysis of Arsenic- and Sucrose-Induced Liver Collagen Remodeling Using Machine Learning on Second-Harmonic Generation Microscopy Images.","authors":"Mónica Maldonado-Terrón, Julio César Guerrero-Lara, Rodrigo Felipe-Elizarraras, C Mateo Frausto-Avila, Jose Pablo Manriquez-Amavizca, Myrian Velasco, Zeferino Ibarra Borja, Héctor Cruz-Ramírez, Ana Leonor Rivera, Marcia Hiriart, Mario Alan Quiroz-Juárez, Alfred B U'Ren","doi":"10.3390/cells15030214","DOIUrl":"https://doi.org/10.3390/cells15030214","url":null,"abstract":"<p><p>Non-alcoholic fatty liver disease (NAFLD) is a silent condition that can lead to fatal cirrhosis, with dietary factors playing a central role. The effect of various dietary interventions on male Wistar rats were evaluated in four diets: control, arsenic, sucrose, and arsenic-sucrose. SHG microscopy images from the right ventral lobe of the liver tissue were analyzed with a neural network trained to detect the presence or absence of collagen fibers, followed by the assessment of their orientation and angular distribution. Machine learning classification of SHG microscopy images revealed a marked increase in fibrosis risk with dietary interventions: <10% in controls, 24% with arsenic, 40% with sucrose, and 62% with combined arsenic-sucrose intake. Angular width distribution of collagen fibers narrowed dramatically across groups: 26° (control), 24° (arsenic), 15.7° (sucrose), and 2.8° (arsenic-sucrose). This analysis revealed four key statistical features for classifying the images according to the presence or absence of collagen fibers: (1) the percentage of pixels whose intensity is above the 15% noise threshold, (2) the Mean-to-Standard Deviation ratio (Mean/std), (3) the mode, and (4) the total intensity (sum). These results demonstrate that a diet rich in sucrose, particularly in combination with arsenic, constitutes a significant risk factor for liver collagen fiber remodeling.</p>","PeriodicalId":9743,"journal":{"name":"Cells","volume":"15 3","pages":""},"PeriodicalIF":5.2,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146164269","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Cells
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1