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Biological Behavior of Bioactive Glasses SinGlass (45S5) and SinGlass High (F18) in the Repair of Critical Bone Defects.
IF 4.8 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-13 DOI: 10.3390/biom15010112
Dayane Maria Braz Nogueira, Marcelie Priscila de Oliveira Rosso, Paulo Sérgio da Silva Santos, Manoel Damião Sousa-Neto, Alice Corrêa Silva-Sousa, Cleverson Teixeira Soares, Carlos Henrique Bertoni Reis, Jéssica de Oliveira Rossi, Cleuber Rodrigo de Souza Bueno, Daniela Vieira Buchaim, Rogério Leone Buchaim, Mariana Schutzer Ragghianti Zangrando

This study evaluated the osteogenic potential of the bioactive glasses SinGlass (45S5) and SinGlass High (F18) in regenerating critical bone defects in rat calvaria. Both biomaterials promoted new bone formation around the particles, with the SinGlass High (F18) group exhibiting a higher rate of bone maturation. Histomorphological and birefringence analyses revealed better organization of the newly formed bone in the biomaterial-treated groups, and immunohistochemistry indicated the expression of osteogenic markers such as osteocalcin, immunostaining for bone morphogenetic protein 2 (BMP 2), and immunostaining for bone morphogenetic protein 4 (BMP 4). Microtomography computadorized (Micro-CT) revealed centripetal bone formation in both groups, with greater integration of the particles into the surrounding bone tissue. The superior performance of SinGlass High (F18) was attributed to its higher potassium and magnesium content, which enhance osteoconductivity. After 42 days, the SinGlass High (F18) group showed the highest percentage of new bone formation, in line with previous studies. Although our results are promising, the limited follow-up period and use of a single animal model highlight the need for further research to validate clinical applicability. SinGlass High (F18) appears to be a viable alternative to autografts in bone repair, with potential to improve tissue integration and accelerate recovery.

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引用次数: 0
Anxiolytic, Antidepressant, and Anticholinesterase Effects of Essential Oil from Myrcia sylvatica (G.Mey.) DC.
IF 4.8 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-12 DOI: 10.3390/biom15010110
Antônio Quaresma da Silva Júnior, Mariana Maciel Garcia, Wanderson da Silva Farias, Deise Juliane Dos Anjos de Sousa, Adenilson de Sousa Barroso, Pablo Luis Baia Figueiredo, Gabriela B Dos Santos, Ricardo Bezerra de Oliveira, Rosa Helena Veras Mourão

Aromatic plants are rich sources of essential oils (EOs), recognized for their therapeutic properties due to their diversity of phytochemicals. This study investigated the anxiolytic and antidepressant effects of Myrcia sylvatica essential oil (MsEO) through inhalation in an animal model and its in vitro anticholinesterase (AChE) activity. The EO was obtained by hydrodistillation, and its volatile constituents were analyzed by GC-MS. Swiss mice were exposed to doses of 0.1%, 1%, and 2% of the EO via an inhalation apparatus. The anxiolytic activity was assessed using the elevated plus maze and light-dark box tests, while antidepressant activity was evaluated using the tail suspension and forced swimming tests. To examine potential side effects, the animals were subjected to rotarod, Y-maze, and Morris water maze tests to assess motor coordination, memory, and learning. Anticholinesterase activity was determined by direct bioautography and colorimetry based on the Ellman method. The results demonstrated that inhalation of MsEO at doses of 0.1% and 1% significantly reduced anxiety and depressive-like behaviors without impairing memory, learning, or motor coordination in the animals. Moreover, MsEO inhibited acetylcholinesterase with an IC50 of 0.47 μg/mL. These findings suggest that MsEO has potential therapeutic applications for anxiety and depression disorders, with additional anticholinesterase activity warranting further investigation in cognitive-related conditions.

芳香植物是精油(EOs)的丰富来源,由于其植物化学成分的多样性,其治疗特性已得到公认。本研究通过在动物模型中的吸入实验及其体外抗胆碱酯酶(AChE)活性,研究了Myrcia sylvatica精油(MsEO)的抗焦虑和抗抑郁作用。精油通过水蒸馏法获得,其挥发性成分通过气相色谱-质谱法进行分析。瑞士小鼠通过吸入装置分别吸入了 0.1%、1% 和 2% 的环氧乙烷。抗焦虑活性通过高架加迷宫和光暗箱试验进行评估,抗抑郁活性则通过尾悬浮和强迫游泳试验进行评估。为了检查潜在的副作用,还对动物进行了旋转木马、Y迷宫和莫里斯水迷宫测试,以评估其运动协调性、记忆力和学习能力。抗胆碱酯酶活性是通过直接生物层析法和基于埃尔曼法的比色法测定的。结果表明,吸入剂量为 0.1%和 1%的 MsEO 可显著减少动物的焦虑和抑郁样行为,而不会损害其记忆、学习和运动协调能力。此外,MsEO 对乙酰胆碱酯酶的抑制作用 IC50 为 0.47 μg/mL。这些研究结果表明,MsEO 对焦虑症和抑郁症有潜在的治疗作用,其抗胆碱酯酶活性在认知相关疾病中也值得进一步研究。
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引用次数: 0
Visual and High-Efficiency Secretion of SARS-CoV-2 Nanobodies with Escherichia coli.
IF 4.8 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-12 DOI: 10.3390/biom15010111
Shuai Zhao, Wanting Zeng, Fang Yu, Pingping Xu, Chin-Yu Chen, Wanping Chen, Yanming Dong, Fei Wang, Lixin Ma

Nanobodies have gained attention as potential therapeutic and diagnostic agents for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) due to their ability to bind and neutralize the virus. However, rapid, scalable, and robust production of nanobodies for SARS-CoV-2 remains a crucial challenge. In this study, we developed a visual and high-efficiency biomanufacturing method for nanobodies with Escherichia coli by fusing the super-folder green fluorescent protein (sfGFP) to the N-terminus or C-terminus of the nanobody. Several receptor-binding domain (RBD)-specific nanobodies of the SARS-CoV-2 spike protein (S) were secreted onto the surface of E. coli cells and even into the culture medium, including Fu2, ANTE, mNb6, MR3-MR3, and n3113.1. The nanobodies secreted by E. coli retained equal activity as prior research, regardless of whether sfGFP was removed. Since some of the nanobodies bound to different regions of the RBD, we combined two nanobodies to improve the affinity. Fu2-sfGFP-ANTE was constructed to be bispecific for the RBD, and the bispecific nanobody exhibited significantly higher affinity than Fu2 (35.0-fold), ANTE (7.3-fold), and the combination of the two nanobodies (3.3-fold). Notably, Fu2-sfGFP-ANTE can be normally secreted into the culture medium and outer membrane. The novel nanobody production system enhances the efficiency of nanobody expression and streamlines the downstream purification process, enabling large-scale, cost-effective nanobody production. In addition, E. coli cells secreting the nanobodies on their surface facilitates screening and characterization of antigen-binding clones.

纳米抗体具有结合和中和严重急性呼吸系统综合症冠状病毒 2(SARS-CoV-2)病毒的能力,因此作为潜在的治疗和诊断药物受到关注。然而,如何快速、可扩展和稳健地生产用于 SARS-CoV-2 的纳米抗体仍是一项重大挑战。在这项研究中,我们利用大肠杆菌开发了一种可视化、高效率的纳米抗体生物制造方法,将超级文件夹绿色荧光蛋白(sfGFP)融合到纳米抗体的N端或C端。几种SARS-CoV-2尖峰蛋白(S)的受体结合域(RBD)特异性纳米抗体被分泌到大肠杆菌细胞表面甚至培养基中,包括Fu2、ANTE、mNb6、MR3-MR3和n3113.1。无论是否移除 sfGFP,大肠杆菌分泌的纳米抗体都能保持与先前研究相同的活性。由于一些纳米抗体与 RBD 的不同区域结合,我们将两种纳米抗体结合起来以提高亲和力。构建的 Fu2-sfGFP-ANTE 对 RBD 具有双特异性,双特异性纳米抗体的亲和力明显高于 Fu2(35.0 倍)、ANTE(7.3 倍)和两种纳米抗体的组合(3.3 倍)。值得注意的是,Fu2-sfGFP-ANTE 可以正常分泌到培养基和外膜中。这种新型纳米抗体生产系统提高了纳米抗体的表达效率,简化了下游纯化过程,实现了纳米抗体的大规模、低成本生产。此外,表面分泌纳米抗体的大肠杆菌细胞还有助于筛选和鉴定抗原结合克隆。
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引用次数: 0
Comprehensive Metabolomics in Mouse Mast Cell Model of Allergic Rhinitis for Profiling, Modulation, Semiquantitative Analysis, and Pathway Analysis.
IF 4.8 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-11 DOI: 10.3390/biom15010109
Akshay Suresh Patil, Yan Xu

Allergic rhinitis affects millions globally, causing significant discomfort and reducing the quality of life. This study investigates the metabolic alterations in murine mast cells (MC/9) under allergic rhinitis conditions induced by lipopolysaccharide (LPS) stimulation, employing UHPLC-QTOF-MS-based untargeted and targeted metabolomics. The analysis identified 44 significantly regulated metabolites, including histamine, leukotrienes, prostaglandins, thromboxanes, and ceramides. Key metabolic pathways such as arachidonic acid, histidine, and sphingolipid metabolisms were notably modulated. The study further examined the therapeutic effects of triprolidine and zileuton, demonstrating their capacity to reverse LPS-induced metabolic shifts. Triprolidine primarily modulated histidine and sphingolipid metabolism, while zileuton targeted arachidonic acid and sphingolipid metabolism. These findings underscore the utility of metabolomics analysis in elucidating the complex biochemical pathways involved in allergic rhinitis and highlight the potential of metabolomics for evaluating therapeutic interventions. This study enhances our understanding of mast cell metabolism in allergic responses and provides a robust model for assessing the efficacy of anti-allergic agents, paving the way for more effective treatments.

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引用次数: 0
Endometrial Receptivity-Lessons from "Omics".
IF 4.8 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-11 DOI: 10.3390/biom15010106
Louie Ye, Evdokia Dimitriadis

The window of implantation (WOI) is a critical phase of the menstrual cycle during which the endometrial lining becomes receptive and facilitates embryo implantation. Drawing on findings from various branches of "omics", including genomics, epigenomics, transcriptomics, proteomics, lipidomics, metabolomics, and microbiomics, this narrative review aims to (1) discuss mechanistic insights on endometrial receptivity and its implication in infertility; (2) highlight advances in investigations for endometrial receptivity; and (3) discuss novel diagnostic and therapeutic strategies that may improve reproductive outcomes.

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引用次数: 0
Intrathecal Immunoglobulin A Synthesis in Multiple Sclerosis: From Biological Aspects to Clinical Relevance.
IF 4.8 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-11 DOI: 10.3390/biom15010108
Dariia Kliushnikova, Ferdinand Otto, Georg Pilz, Peter Wipfler, Andrea Harrer

Intrathecal immunoglobulin A (IgA) synthesis in multiple sclerosis (MS) has long earned little attention, despite a potential significance in disease pathogenesis and prognosis. The presence of IgA-positive plasma cells in MS lesions and along damaged axons suggests a role in disease pathogenesis. Available clinical evidence about a potential positive or negative prognostic role is scarce and inconclusive. Recent observations, however, highlight the migration of immune regulatory IgA-producing plasma cells from the gut to the central nervous system (CNS) in experimental autoimmune encephalitis models. A connection between intrathecal IgA synthesis and the gut-brain axis in MS was further corroborated by the discovery of gut microbiota-specific IgA+ B cells in human CNS during relapse. In this review, we summarize current evidence on the occurrence and immunopathology of intrathecal IgA synthesis in MS, explore its biological implications, and address methodological challenges regarding the detection of IgA as a major limitation and possible source of inconsistencies in clinical studies. By synthesizing these diverse lines of evidence, we highlight the importance of further research and the need for standardized detection methods to clarify the role of IgA in MS pathogenesis, disease progression, and as potential biomarker.

{"title":"Intrathecal Immunoglobulin A Synthesis in Multiple Sclerosis: From Biological Aspects to Clinical Relevance.","authors":"Dariia Kliushnikova, Ferdinand Otto, Georg Pilz, Peter Wipfler, Andrea Harrer","doi":"10.3390/biom15010108","DOIUrl":"10.3390/biom15010108","url":null,"abstract":"<p><p>Intrathecal immunoglobulin A (IgA) synthesis in multiple sclerosis (MS) has long earned little attention, despite a potential significance in disease pathogenesis and prognosis. The presence of IgA-positive plasma cells in MS lesions and along damaged axons suggests a role in disease pathogenesis. Available clinical evidence about a potential positive or negative prognostic role is scarce and inconclusive. Recent observations, however, highlight the migration of immune regulatory IgA-producing plasma cells from the gut to the central nervous system (CNS) in experimental autoimmune encephalitis models. A connection between intrathecal IgA synthesis and the gut-brain axis in MS was further corroborated by the discovery of gut microbiota-specific IgA+ B cells in human CNS during relapse. In this review, we summarize current evidence on the occurrence and immunopathology of intrathecal IgA synthesis in MS, explore its biological implications, and address methodological challenges regarding the detection of IgA as a major limitation and possible source of inconsistencies in clinical studies. By synthesizing these diverse lines of evidence, we highlight the importance of further research and the need for standardized detection methods to clarify the role of IgA in MS pathogenesis, disease progression, and as potential biomarker.</p>","PeriodicalId":8943,"journal":{"name":"Biomolecules","volume":"15 1","pages":""},"PeriodicalIF":4.8,"publicationDate":"2025-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11764441/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143036710","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Comprehensive Analysis of TSPAN32 Regulatory Networks and Their Role in Immune Cell Biology.
IF 4.8 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-11 DOI: 10.3390/biom15010107
Grazia Scuderi, Katia Mangano, Maria Cristina Petralia, Maria Sofia Basile, Francesco Di Raimondo, Paolo Fagone, Ferdinando Nicoletti

Tetraspanin 32 (TSPAN32), a member of the tetraspanin superfamily, is one of several tumor-suppressing subtransferable fragments located in the imprinted gene domain of chromosome 11p15.5, a critical tumor-suppressor gene region. Although the biology of TSPAN32 remains largely unexplored, accumulating evidence suggests its involvement in hematopoietic functions. In this study, we performed a comprehensive analysis of the expression patterns and regulatory roles of TSPAN32. Notably, TSPAN32 is highly expressed in immune cells, particularly in natural killer (NK) cells and CD8+ T cells. The observed downregulation of TSPAN32 during immune cell activation highlights its potential role as a regulator of immune cell activation and metabolic adaptations, which are crucial for effective immune responses against pathogens and tumors. Moreover, the modulation of biological processes following TSPAN32 knockout further supports its critical role in regulating immune cell physiology and responses. These findings not only shed light on the biology of TSPAN32 but also provide the basis for exploring its diagnostic, prognostic, and therapeutic potential in autoimmune and inflammatory disorders, as well as in hematopoietic cancers.

{"title":"Comprehensive Analysis of TSPAN32 Regulatory Networks and Their Role in Immune Cell Biology.","authors":"Grazia Scuderi, Katia Mangano, Maria Cristina Petralia, Maria Sofia Basile, Francesco Di Raimondo, Paolo Fagone, Ferdinando Nicoletti","doi":"10.3390/biom15010107","DOIUrl":"10.3390/biom15010107","url":null,"abstract":"<p><p>Tetraspanin 32 (TSPAN32), a member of the tetraspanin superfamily, is one of several tumor-suppressing subtransferable fragments located in the imprinted gene domain of chromosome 11p15.5, a critical tumor-suppressor gene region. Although the biology of TSPAN32 remains largely unexplored, accumulating evidence suggests its involvement in hematopoietic functions. In this study, we performed a comprehensive analysis of the expression patterns and regulatory roles of TSPAN32. Notably, TSPAN32 is highly expressed in immune cells, particularly in natural killer (NK) cells and CD8+ T cells. The observed downregulation of TSPAN32 during immune cell activation highlights its potential role as a regulator of immune cell activation and metabolic adaptations, which are crucial for effective immune responses against pathogens and tumors. Moreover, the modulation of biological processes following TSPAN32 knockout further supports its critical role in regulating immune cell physiology and responses. These findings not only shed light on the biology of TSPAN32 but also provide the basis for exploring its diagnostic, prognostic, and therapeutic potential in autoimmune and inflammatory disorders, as well as in hematopoietic cancers.</p>","PeriodicalId":8943,"journal":{"name":"Biomolecules","volume":"15 1","pages":""},"PeriodicalIF":4.8,"publicationDate":"2025-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11764018/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143036691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Cyclin G1 Regulates the Alveolarization in Models of Bronchopulmonary Dysplasia by Inhibiting AT2 Cell Proliferation.
IF 4.8 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-10 DOI: 10.3390/biom15010101
Panpan Xu, Wanqing Zhuo, Peipei Zhang, Ying Chen, Yue Du, Ying Li, Yajuan Wang

Disrupted neonatal lung alveologenesis often leads to bronchopulmonary dysplasia (BPD), the most common chronic lung disease in children. The inhibition of type 2 alveolar (AT2) cell proliferation plays an important role in the arrest of alveologenesis. However, the mechanism of AT2 cell proliferation retardation in BPD is still not fully elucidated. The purpose of the present study was to explore the effects of cyclin G1 (CCNG1) on AT2 cell proliferation in hyperoxia-induced lung injury in neonatal mice. Our findings revealed that hyperoxia significantly reduced the proportion of AT2 cells in the lungs of neonatal mice and coincided with an upregulation of CCNG1 expression. Notably, this upregulation of CCNG1 was accompanied by an increase in Wnt signaling. We observed colocalization of CCNG1 and Wnt3a within AT2 cells in the hyperoxia group. Further analysis showed that inhibiting CCNG1 expression regressed the expression of Wnt signaling and enhanced cell proliferation. These results suggest that CCNG1 plays a pivotal role in suppressing AT2 cell proliferation, at least partly by counteracting the effects of Wnt signaling to modulate AT2 cell growth in the BPD model. Our findings contribute to a better understanding of the mechanisms underlying BPD.

新生儿肺泡生成障碍通常会导致支气管肺发育不良(BPD),这是儿童最常见的慢性肺部疾病。抑制 2 型肺泡(AT2)细胞增殖在阻止肺泡生成中起着重要作用。然而,BPD 中 AT2 细胞增殖受阻的机制仍未完全阐明。本研究旨在探讨细胞周期蛋白 G1(CCNG1)对高氧诱导的新生小鼠肺损伤中 AT2 细胞增殖的影响。我们的研究结果表明,高氧显著降低了新生小鼠肺中AT2细胞的比例,同时CCNG1的表达也上调了。值得注意的是,CCNG1的上调伴随着Wnt信号的增加。我们观察到高氧组 AT2 细胞内 CCNG1 和 Wnt3a 的共定位。进一步的分析表明,抑制 CCNG1 的表达可抑制 Wnt 信号的表达并增强细胞增殖。这些结果表明,在BPD模型中,CCNG1在抑制AT2细胞增殖方面起着关键作用,至少部分是通过抵消Wnt信号调节AT2细胞生长的作用。我们的研究结果有助于更好地理解 BPD 的内在机制。
{"title":"Cyclin G1 Regulates the Alveolarization in Models of Bronchopulmonary Dysplasia by Inhibiting AT2 Cell Proliferation.","authors":"Panpan Xu, Wanqing Zhuo, Peipei Zhang, Ying Chen, Yue Du, Ying Li, Yajuan Wang","doi":"10.3390/biom15010101","DOIUrl":"10.3390/biom15010101","url":null,"abstract":"<p><p>Disrupted neonatal lung alveologenesis often leads to bronchopulmonary dysplasia (BPD), the most common chronic lung disease in children. The inhibition of type 2 alveolar (AT2) cell proliferation plays an important role in the arrest of alveologenesis. However, the mechanism of AT2 cell proliferation retardation in BPD is still not fully elucidated. The purpose of the present study was to explore the effects of cyclin G1 (CCNG1) on AT2 cell proliferation in hyperoxia-induced lung injury in neonatal mice. Our findings revealed that hyperoxia significantly reduced the proportion of AT2 cells in the lungs of neonatal mice and coincided with an upregulation of CCNG1 expression. Notably, this upregulation of CCNG1 was accompanied by an increase in Wnt signaling. We observed colocalization of CCNG1 and Wnt3a within AT2 cells in the hyperoxia group. Further analysis showed that inhibiting CCNG1 expression regressed the expression of Wnt signaling and enhanced cell proliferation. These results suggest that CCNG1 plays a pivotal role in suppressing AT2 cell proliferation, at least partly by counteracting the effects of Wnt signaling to modulate AT2 cell growth in the BPD model. Our findings contribute to a better understanding of the mechanisms underlying BPD.</p>","PeriodicalId":8943,"journal":{"name":"Biomolecules","volume":"15 1","pages":""},"PeriodicalIF":4.8,"publicationDate":"2025-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11764269/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143036698","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
CYP24A1 DNA Methylation in Colorectal Cancer as Potential Prognostic and Predictive Markers.
IF 4.8 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-10 DOI: 10.3390/biom15010104
Ru-Hua Zhou, Lei Li, Qing-Jian Ou, Yi-Fan Wang, Yu-Jing Fang, Cai-Xia Zhang

The DNA methylation of CYP24A1 can regulate its gene expression and may play a role in the occurrence and progression of colorectal cancer (CRC). However, the association between CYP24A1 DNA methylation and the prognosis of CRC patients has not yet been reported. In this study, differential methylation analysis was conducted in both blood and tissue cohorts, and differential expression analysis was performed in the tissue cohort with in vitro validation. GO and KEGG enrichment analyses were performed on CYP24A1-related genes. A correlation between CYP24A1 promoter methylation and its gene expression was explored. Kaplan-Meier survival and Cox regression analyses were performed to investigate the impact of CYP24A1 DNA methylation on the prognosis of CRC patients. Prognostic risk scores were constructed for survival prediction. Immune infiltration analysis was also conducted. Our results showed that the hypermethylation of cg02712555 in tumor tissues (hazard ratio, 0.48; 95% confidence interval, 0.24-0.94; p = 0.032) and CpG site 41 in peripheral leukocytes (HR, 0.35; 95%CI, 0.14-0.84; p = 0.019) were both associated with decreased overall mortality in CRC patients. Prognostic risk scores showed robust predictive capabilities of these two CpG loci for the prognosis of CRC patients. CYP24A1 hypermethylation was positively correlated with infiltration levels of activated CD4 + T cells, activated CD8 + T cells, activated B cells, activated dendritic cells, and macrophages. Taken together, our findings indicate that the methylation levels of specific CpG sites within the CYP24A1 promoter region in blood leukocytes and tumors are potential prognostic and predictive markers for overall survival in CRC patients.

CYP24A1 的 DNA 甲基化可调控其基因表达,并可能在结直肠癌(CRC)的发生和发展中发挥作用。然而,CYP24A1 DNA 甲基化与 CRC 患者预后之间的关系尚未见报道。本研究对血液和组织队列进行了差异甲基化分析,并对组织队列进行了差异表达分析和体外验证。对 CYP24A1 相关基因进行了 GO 和 KEGG 富集分析。探讨了 CYP24A1 启动子甲基化与其基因表达之间的相关性。通过 Kaplan-Meier 生存分析和 Cox 回归分析,研究 CYP24A1 DNA 甲基化对 CRC 患者预后的影响。还构建了预后风险评分,用于预测生存率。同时还进行了免疫浸润分析。结果显示,肿瘤组织中 cg02712555 的高甲基化(危险比为 0.48;95% 置信区间为 0.24-0.94;p = 0.032)和外周白细胞中 CpG 位点 41 的高甲基化(HR 为 0.35;95%CI 为 0.14-0.84;p = 0.019)均与 CRC 患者总死亡率的降低有关。预后风险评分显示,这两个 CpG 位点对 CRC 患者的预后具有很强的预测能力。CYP24A1 高甲基化与活化 CD4 + T 细胞、活化 CD8 + T 细胞、活化 B 细胞、活化树突状细胞和巨噬细胞的浸润水平呈正相关。综上所述,我们的研究结果表明,血液白细胞和肿瘤中 CYP24A1 启动子区域内特定 CpG 位点的甲基化水平是预测 CRC 患者总生存期的潜在预后标记。
{"title":"<i>CYP24A1</i> DNA Methylation in Colorectal Cancer as Potential Prognostic and Predictive Markers.","authors":"Ru-Hua Zhou, Lei Li, Qing-Jian Ou, Yi-Fan Wang, Yu-Jing Fang, Cai-Xia Zhang","doi":"10.3390/biom15010104","DOIUrl":"10.3390/biom15010104","url":null,"abstract":"<p><p>The DNA methylation of <i>CYP24A1</i> can regulate its gene expression and may play a role in the occurrence and progression of colorectal cancer (CRC). However, the association between <i>CYP24A1</i> DNA methylation and the prognosis of CRC patients has not yet been reported. In this study, differential methylation analysis was conducted in both blood and tissue cohorts, and differential expression analysis was performed in the tissue cohort with in vitro validation. GO and KEGG enrichment analyses were performed on <i>CYP24A1</i>-related genes. A correlation between <i>CYP24A1</i> promoter methylation and its gene expression was explored. Kaplan-Meier survival and Cox regression analyses were performed to investigate the impact of <i>CYP24A1</i> DNA methylation on the prognosis of CRC patients. Prognostic risk scores were constructed for survival prediction. Immune infiltration analysis was also conducted. Our results showed that the hypermethylation of cg02712555 in tumor tissues (hazard ratio, 0.48; 95% confidence interval, 0.24-0.94; <i>p</i> = 0.032) and CpG site 41 in peripheral leukocytes (HR, 0.35; 95%CI, 0.14-0.84; <i>p</i> = 0.019) were both associated with decreased overall mortality in CRC patients. Prognostic risk scores showed robust predictive capabilities of these two CpG loci for the prognosis of CRC patients. <i>CYP24A1</i> hypermethylation was positively correlated with infiltration levels of activated CD4 + T cells, activated CD8 + T cells, activated B cells, activated dendritic cells, and macrophages. Taken together, our findings indicate that the methylation levels of specific CpG sites within the <i>CYP24A1</i> promoter region in blood leukocytes and tumors are potential prognostic and predictive markers for overall survival in CRC patients.</p>","PeriodicalId":8943,"journal":{"name":"Biomolecules","volume":"15 1","pages":""},"PeriodicalIF":4.8,"publicationDate":"2025-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11763947/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143036623","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
IL-6-Inducing Peptide Prediction Based on 3D Structure and Graph Neural Network.
IF 4.8 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-10 DOI: 10.3390/biom15010099
Ruifen Cao, Qiangsheng Li, Pijing Wei, Yun Ding, Yannan Bin, Chunhou Zheng

Interleukin-6 (IL-6) is a potent glycoprotein that plays a crucial role in regulating innate and adaptive immunity, as well as metabolism. The expression and release of IL-6 are closely correlated with the severity of various diseases. IL-6-inducing peptides are critical for the development of immunotherapy and diagnostic biomarkers for some diseases. Most existing methods for predicting IL-6-induced peptides use traditional machine learning methods, whose feature selection is based on prior knowledge. In addition, none of these methods take into account the three-dimensional (3D) structure of peptides, which is essential for their functional properties. In this study, we propose a novel IL-6-inducing peptide prediction method called DGIL-6, which integrates 3D structural information with graph neural networks. DGIL-6 represents a peptide sequence as a graph, where each amino acid is treated as a node, and the adjacency matrix, representing the relationships between nodes, is derived from the predicted residue contact graph of the peptide sequence. In addition to commonly used amino acid representations, such as one-hot encoding and position encoding, the pre-trained model ESM-1b is employed to extract amino acid features as node features. In order to simultaneously consider node weights and information updates, a dual-channel method combining Graph Attention Network (GAT) and Graph Convolutional Network (GCN) is adopted. Finally, the extracted features from both channels are merged for the classification of IL-6-inducing peptides. A series of experiments including cross-validation, independent testing, ablation studies, and visualizations demonstrate the effectiveness of the DGIL-6 method.

{"title":"IL-6-Inducing Peptide Prediction Based on 3D Structure and Graph Neural Network.","authors":"Ruifen Cao, Qiangsheng Li, Pijing Wei, Yun Ding, Yannan Bin, Chunhou Zheng","doi":"10.3390/biom15010099","DOIUrl":"10.3390/biom15010099","url":null,"abstract":"<p><p>Interleukin-6 (IL-6) is a potent glycoprotein that plays a crucial role in regulating innate and adaptive immunity, as well as metabolism. The expression and release of IL-6 are closely correlated with the severity of various diseases. IL-6-inducing peptides are critical for the development of immunotherapy and diagnostic biomarkers for some diseases. Most existing methods for predicting IL-6-induced peptides use traditional machine learning methods, whose feature selection is based on prior knowledge. In addition, none of these methods take into account the three-dimensional (3D) structure of peptides, which is essential for their functional properties. In this study, we propose a novel IL-6-inducing peptide prediction method called DGIL-6, which integrates 3D structural information with graph neural networks. DGIL-6 represents a peptide sequence as a graph, where each amino acid is treated as a node, and the adjacency matrix, representing the relationships between nodes, is derived from the predicted residue contact graph of the peptide sequence. In addition to commonly used amino acid representations, such as one-hot encoding and position encoding, the pre-trained model ESM-1b is employed to extract amino acid features as node features. In order to simultaneously consider node weights and information updates, a dual-channel method combining Graph Attention Network (GAT) and Graph Convolutional Network (GCN) is adopted. Finally, the extracted features from both channels are merged for the classification of IL-6-inducing peptides. A series of experiments including cross-validation, independent testing, ablation studies, and visualizations demonstrate the effectiveness of the DGIL-6 method.</p>","PeriodicalId":8943,"journal":{"name":"Biomolecules","volume":"15 1","pages":""},"PeriodicalIF":4.8,"publicationDate":"2025-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11764147/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143036650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
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