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Forensic height estimation using polygenic score in Korean population. 在韩国人口中使用多基因评分进行法医身高估算。
IF 2.3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-09 DOI: 10.1007/s00438-024-02172-z
Hye-Won Cho, Hyun-Seok Jin, Sung-Soo Kim, Yong-Bin Eom

Height is known to be a classically heritable trait controlled by complex polygenic factors. Numerous height-associated genetic variants across the genome have been identified so far. It is also a representative of externally visible characteristics (EVC) for predicting appearance in forensic science. When biological evidence at a crime scene is deficient in identifying an individual, the examination of forensic DNA phenotyping using some genetic variants could be considered. In this study, we aimed to predict 'height', a representative forensic phenotype, by using a small number of genetic variants when short tandem repeat (STR) analysis is hard with insufficient biological samples. Our results not only replicated previous genetic signals but also indicated an upward trend in polygenic score (PGS) with increasing height in the validation and replication stages for both genders. These results demonstrate that the established SNP sets in this study could be used for height estimation in the Korean population. Specifically, since the PGS model constructed in this study targets only a small number of SNPs, it contributes to enabling forensic DNA phenotyping even at crime scenes with a minimal amount of biological evidence. To the best of our knowledge, this was the first study to evaluate a PGS model for height estimation in the Korean population using GWAS signals. Our study offers insight into the polygenic effect of height in East Asians, incorporating genetic variants from non-Asian populations.

众所周知,身高是一种由复杂的多基因因素控制的典型遗传性状。迄今为止,已在整个基因组中发现了许多与身高相关的遗传变异。在法医学中,身高也是预测外貌的外部可见特征(EVC)的代表。当犯罪现场的生物证据不足以识别一个人时,可以考虑利用一些基因变异对法医 DNA 表型进行检查。在本研究中,我们的目标是在生物样本不足、难以进行短串联重复(STR)分析的情况下,利用少量遗传变异来预测 "身高 "这一具有代表性的法医表型。我们的结果不仅复制了之前的遗传信号,而且还表明在验证和复制阶段,多基因评分(PGS)随着男女身高的增加呈上升趋势。这些结果表明,本研究中建立的 SNP 组可用于韩国人群的身高估计。具体来说,由于本研究中构建的 PGS 模型只针对少量 SNPs,因此即使在生物证据极少的犯罪现场,它也有助于进行法医 DNA 表型分析。据我们所知,这是第一项利用 GWAS 信号评估韩国人群身高估计 PGS 模型的研究。我们的研究结合了非亚洲人群的遗传变异,有助于深入了解东亚人身高的多基因效应。
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引用次数: 0
CACNA1H restrains chemotherapy resistance in ovarian clear cell carcinoma cells by repressing autophagy. CACNA1H通过抑制自噬抑制卵巢透明细胞癌细胞的化疗耐药性。
IF 2.3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-06 DOI: 10.1007/s00438-024-02165-y
Huaijing Shi, Liang Zheng, Xinyan Jiang, Hongju Chen

Ovarian clear cell carcinoma (OCCC) is a subtype of ovarian cancer and is highly malignant with high chemoresistance. CACNA1H is pivotal in tumor development. However, the role of CACNA1H in the acquisition process of chemotherapeutic resistance in OCCC cells is rarely reported. Therefore, this study aimed to explore the role of CACNA1H in chemotherapy resistance of OCCC cells and its related mechanism. Based on bioinformatics analysis, we found that CACNA1H was downregulated in chemoresistant OCCC patients compared to chemosensitive OCCC patients. Comparing DDP-resistant and sensitive OCCC cell lines, the resistant strain showed lower CACNA1H mRNA expression. CACNA1H expression was associated with calcium signaling pathways in chemoresistant OCCC patients. CACNA1H mRNA expression was significantly downregulated in OCCC cells compared to normal ovarian epithelial cells. When CACNA1H was overexpressed, intracellular Ca2+ concentration and protein levels of p-CaMKII and p-Akt were significantly upregulated, while protein levels of LC3-II/LC3-I and Beclin1 were downregulated, indicating a repression of autophagy. The rescue experiment revealed that CACNA1H overexpression in drug-resistant OCCC cells reduced autophagy-induced DDP resistance via CaMKII/Akt signaling. Overall, CACNA1H increased intracellular Ca2+ concentration and activated CaMKII/Akt signaling pathway in OCCC, thereby repressing autophagy to maintain the sensitivity of OCCC cells to DDP.

卵巢透明细胞癌(OCCC)是卵巢癌的一种亚型,具有高度恶性和高度化疗耐药性。CACNA1H 在肿瘤发生发展过程中起着关键作用。然而,CACNA1H在OCCC细胞获得化疗耐药性过程中的作用却鲜有报道。因此,本研究旨在探讨CACNA1H在OCCC细胞化疗耐药中的作用及其相关机制。基于生物信息学分析,我们发现与化疗敏感的OCCC患者相比,化疗耐药的OCCC患者CACNA1H下调。比较对DDP耐药和敏感的OCCC细胞株,耐药株的CACNA1H mRNA表达较低。在化疗耐药的OCCC患者中,CACNA1H的表达与钙信号通路有关。与正常卵巢上皮细胞相比,CACNA1H mRNA在OCCC细胞中的表达明显下调。过表达CACNA1H时,细胞内Ca2+浓度、p-CaMKII和p-Akt蛋白水平明显上调,而LC3-II/LC3-I和Beclin1蛋白水平下调,表明自噬受到抑制。拯救实验显示,在耐药的OCCC细胞中过表达CACNA1H可通过CaMKII/Akt信号转导降低自噬诱导的DDP耐药性。总之,CACNA1H能增加细胞内Ca2+浓度,激活CaMKII/Akt信号通路,从而抑制自噬,维持OCCC细胞对DDP的敏感性。
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引用次数: 0
Identifying the key hub genes linked with lung squamous cell carcinoma by examining the differentially expressed and survival genes. 通过研究差异表达基因和存活基因,确定与肺鳞癌相关的关键枢纽基因。
IF 2.3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-03 DOI: 10.1007/s00438-024-02169-8
Anushka Pravin Chawhan, Norine Dsouza

Lung Squamous Cell Carcinoma is characterised by significant alterations in RNA expression patterns, and a lack of early symptoms and diagnosis results in poor survival rates. Our study aimed to identify the hub genes involved in LUSC by differential expression analysis and their influence on overall survival rates in patients. Thus, identifying genes with the potential to serve as biomarkers and therapeutic targets. RNA sequence data for LUSC was obtained from TCGA and analysed using R Studio. Survival analysis was performed on DE genes. PPI network and hub gene analysis was performed on survival-relevant genes. Enrichment analysis was conducted on the PPI network to elucidate the functional roles of hub genes. Our analysis identified 2774 DEGs in LUSC patient datasets. Survival analysis revealed 511 genes with a significant impact on patient survival. Among these, 20 hub genes-FN1, ACTB, HGF, PDGFRB, PTEN, SNAI1, TGFBR1, ESR1, SERPINE1, THBS1, PDGFRA, VWF, BMP2, LEP, VTN, PXN, ABL1, ITGA3 and ANXA5-were found to have lower expression levels associated with better patient survival, whereas high expression of SOX2 correlated with longer survival. Enrichment analysis indicated that these hub genes are involved in critical cellular and cancer-related pathways. Our study has identified six key hub genes that are differentially expressed and exhibit significant influence over LUSC patient survival outcomes. Further, in vitro and in vivo studies must be conducted on the key genes for their utilisation as therapeutic targets and biomarkers in LUSC.

肺鳞状细胞癌(Lung Squamous Cell Carcinoma)的特征是 RNA 表达模式的显著改变,缺乏早期症状和诊断导致生存率低下。我们的研究旨在通过差异表达分析确定肺鳞状细胞癌所涉及的枢纽基因及其对患者总体生存率的影响。从而确定有可能作为生物标志物和治疗靶点的基因。LUSC 的 RNA 序列数据来自 TCGA,并使用 R Studio 进行分析。对 DE 基因进行了生存分析。对生存相关基因进行PPI网络和中心基因分析。对PPI网络进行了富集分析,以阐明枢纽基因的功能作用。我们的分析在LUSC患者数据集中发现了2774个DEGs。生存分析显示,511个基因对患者生存有显著影响。其中,20个中心基因--FN1、ACTB、HGF、PDGFRB、PTEN、SNAI1、TGFBR1、ESR1、SERPINE1、THBS1、PDGFRA、VWF、BMP2、LEP、VTN、PXN、ABL1、ITGA3和ANXA5--的表达水平较低,患者生存率较高,而SOX2的高表达与生存期延长相关。富集分析表明,这些枢纽基因参与了关键的细胞和癌症相关通路。我们的研究发现了六个关键的枢纽基因,这些基因的表达存在差异,并对 LUSC 患者的生存结果有显著影响。此外,还必须对这些关键基因进行体外和体内研究,以便将它们用作 LUSC 的治疗靶点和生物标志物。
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引用次数: 0
CRISPR-Cpf1 system and its applications in animal genome editing. CRISPR-Cpf1 系统及其在动物基因组编辑中的应用。
IF 2.3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-01 DOI: 10.1007/s00438-024-02166-x
Yawei Han, Zisen Jia, Keli Xu, Yangyang Li, Suxiang Lu, Lihong Guan

The clustered regularly interspaced short palindromic repeats (CRISPR) and their associated protein (Cas) system is a gene editing technology guided by RNA endonuclease. The CRISPR-Cas12a (also known as CRISPR-Cpf1) system is extensively utilized in genome editing research due to its accuracy and high efficiency. In this paper, we primarily focus on the application of CRISPR-Cpf1 technology in the construction of disease models and gene therapy. Firstly, the structure and mechanism of the CRISPR-Cas system are introduced. Secondly, the similarities and differences between CRISPR-Cpf1 and CRISPR-Cas9 technologies are compared. Thirdly, the main focus is on the application of the CRISPR-Cpf1 system in cell and animal genome editing. Finally, the challenges faced by CRISPR-Cpf1 technology and corresponding strategies are analyzed. Although CRISPR-Cpf1 technology has certain off-target effects, it can effectively and accurately edit cell and animal genomes, and has significant advantages in the preclinical research.

簇状规则间隔短回文重复序列(CRISPR)及其相关蛋白(Cas)系统是一种由RNA内切酶引导的基因编辑技术。CRISPR-Cas12a(又称CRISPR-Cpf1)系统因其准确性和高效性被广泛应用于基因组编辑研究。本文主要关注CRISPR-Cpf1技术在疾病模型构建和基因治疗中的应用。首先,介绍了CRISPR-Cas系统的结构和机制。其次,比较了CRISPR-Cpf1和CRISPR-Cas9技术的异同。第三,主要介绍 CRISPR-Cpf1 系统在细胞和动物基因组编辑中的应用。最后,分析了CRISPR-Cpf1技术面临的挑战和相应的策略。虽然CRISPR-Cpf1技术存在一定的脱靶效应,但它能有效、准确地编辑细胞和动物基因组,在临床前研究中具有显著优势。
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引用次数: 0
Development of a baculoviral CRISPR/Cas9 vector system for beta-2-microglobulin knockout in human pluripotent stem cells. 开发用于在人类多能干细胞中敲除 beta-2 微球蛋白的杆状病毒 CRISPR/Cas9 载体系统。
IF 2.3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-01 DOI: 10.1007/s00438-024-02167-w
Zaiying Xiang, Qiaoyuan Ye, Zihan Zhao, Naian Wang, Jinrong Li, Minghai Zou, Cia-Hin Lau, Haibao Zhu, Shu Wang, Yuanlin Ding

Derivation of hypoimmunogenic human cells from genetically manipulated pluripotent stem cells holds great promise for future transplantation medicine and adoptive immunotherapy. Disruption of beta-2-microglobulin (B2M) in pluripotent stem cells followed by differentiation into specialized cell types is a promising approach to derive hypoimmunogenic cells. Given the attractive features of CRISPR/Cas9-based gene editing tool and baculoviral delivery system, baculovirus can deliver CRISPR/Cas9 components for site-specific gene editing of B2M. Herein, we report the development of a baculoviral CRISPR/Cas9 vector system for the B2M locus disruption in human cells. When tested in human embryonic stem cells (hESCs), the B2M gene knockdown/out was successfully achieved, leading to the stable down-regulation of human leukocyte antigen class I expression on the cell surface. Fibroblasts derived from the B2M gene-disrupted hESCs were then used as stimulator cells in the co-cultures with human peripheral blood mononuclear cells. These fibroblasts triggered significantly reduced alloimmune responses as assessed by sensitive Elispot assays. The B2M-negative hESCs maintained the pluripotency and the ability to differentiate into three germ lineages in vitro and in vivo. These findings demonstrated the feasibility of using the baculoviral-CRISPR/Cas9 system to establish B2M-disrupted pluripotent stem cells. B2M knockdown/out sufficiently leads to hypoimmunogenic conditions, thereby supporting the potential use of B2M-negative cells as universal donor cells for allogeneic cell therapy.

从经过基因操作的多能干细胞中衍生出低免疫原性人体细胞,为未来的移植医学和采纳性免疫疗法带来了巨大希望。破坏多能干细胞中的β-2-微球蛋白(B2M),然后将其分化为特化细胞类型,是一种很有希望获得低免疫原性细胞的方法。鉴于基于CRISPR/Cas9的基因编辑工具和杆状病毒递送系统的诱人特性,杆状病毒可以递送CRISPR/Cas9元件对B2M进行位点特异性基因编辑。在此,我们报告了用于在人类细胞中破坏 B2M 基因座的杆状病毒 CRISPR/Cas9 载体系统的开发情况。在人类胚胎干细胞(hESCs)中进行测试时,我们成功实现了 B2M 基因的敲除/剔除,导致细胞表面人类白细胞抗原 I 类表达的稳定下调。然后,在与人类外周血单核细胞的共培养中,将从 B2M 基因被破坏的 hESCs 中提取的成纤维细胞用作刺激细胞。这些成纤维细胞引发的同种免疫反应明显减少,这是由灵敏的Elispot测定法评估得出的结果。B2M 阴性的 hESCs 保持了多能性,并能在体外和体内分化成三个种系。这些发现证明了利用杆状病毒-CRISPR/Cas9系统建立B2M基因敲除多能干细胞的可行性。B2M基因敲除/剔除可充分导致低免疫原性条件,从而支持将B2M阴性细胞作为通用供体细胞用于异体细胞疗法。
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引用次数: 0
Differentially used codons among essential genes in bacteria identified by machine learning-based analysis. 通过基于机器学习的分析确定细菌重要基因中不同使用的密码子。
IF 2.3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-07-27 DOI: 10.1007/s00438-024-02163-0
Annushree Kurmi, Piyali Sen, Madhusmita Dash, Suvendra Kumar Ray, Siddhartha Sankar Satapathy

Codon usage bias (CUB), the uneven usage of synonymous codons encoding the same amino acid, differs among genes within and across bacteria genomes. CUB is known to be influenced by gene expression and accordingly, CUB differs between the high-expression and low-expression genes in several bacteria. In this article, we have extended codon usage study considering gene essentiality as a feature. Using machine learning (ML) based approaches, we have analysed Relative Synonymous Codon Usage (RSCU) values between essential and non-essential genes in Escherichia coli and thirty-four other bacterial genomes whose gene essentiality features were available in public databases. We observed significant differences in codon usage patterns between essential and non-essential genes for majority of the bacterial genomes and accordingly, ML based classifiers achieved high area under curve (AUC) scores, with a minimum score of 70.0 across twenty-eight organisms. Further, importance of the codons towards classifying genes found to differ among the codons in each genome. Arg codon CGT and Gly codon GGT were observed to be the most preferred codons among essential genes in Escherichia coli. Interestingly, some of the codons like CGT, ATA, GGT and GGG observed to be contributing consistently towards classifying essential genes across thirty-five bacteria genomes studied. In other hand, codons TGY and CAY encoding amino acids Cys and His respectively were among the least contributing codons towards classification among all these bacteria. This study demonstrates the gene essentiality based differences in synonymous codon usage in bacteria genomes and presents a common codon usage pattern across bacteria.

密码子使用偏差(CUB)是指编码相同氨基酸的同义密码子的不均衡使用,在细菌基因组内部和不同基因之间存在差异。众所周知,CUB 受基因表达的影响,因此在一些细菌中,高表达基因和低表达基因之间的 CUB 存在差异。在本文中,我们扩展了密码子使用研究,将基因本质作为一个特征。利用基于机器学习(ML)的方法,我们分析了大肠杆菌和其他 34 个细菌基因组中基因本质特征可从公共数据库中获得的基因本质和非本质基因之间的相对同义密码子用法(RSCU)值。在大多数细菌基因组中,我们观察到必需基因和非必需基因之间的密码子使用模式存在明显差异,因此,基于 ML 的分类器获得了较高的曲线下面积(AUC)分数,在 28 个生物体中的最低分数为 70.0。此外,每个基因组中不同密码子对基因分类的重要性也不同。在大肠杆菌的重要基因中,Arg 密码子 CGT 和 Gly 密码子 GGT 是最受欢迎的密码子。有趣的是,在所研究的 35 个细菌基因组中,CGT、ATA、GGT 和 GGG 等一些密码子被观察到对重要基因的分类有一致的贡献。另一方面,分别编码氨基酸 Cys 和 His 的密码子 TGY 和 CAY 是所有这些细菌中对基因分类贡献最小的密码子。这项研究证明了细菌基因组中同义密码子使用的差异对基因本质的影响,并提出了细菌中常见的密码子使用模式。
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引用次数: 0
Diversity and potential functional role of phyllosphere-associated actinomycetota isolated from cupuassu (Theobroma grandiflorum) leaves: implications for ecosystem dynamics and plant defense strategies 从杯树叶中分离出的叶球相关放线菌的多样性和潜在功能作用:对生态系统动态和植物防御策略的影响
IF 3.1 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-07-27 DOI: 10.1007/s00438-024-02162-1
Jéssica Pereira de Matos, Dilson Fagundes Ribeiro, Ana Karla da Silva, Camila Henriques de Paula, Isabella Ferreira Cordeiro, Camila Gracyelle de Carvalho Lemes, Angélica Bianchini Sanchez, Lorrana Cachuite Mendes Rocha, Camila Carrião Machado Garcia, Nalvo F. Almeida, Rafael Moyses Alves, Vinicius A. C. de Abreu, Alessandro M. Varani, Leandro Marcio Moreira

Exploring the intricate relationships between plants and their resident microorganisms is crucial not only for developing new methods to improve disease resistance and crop yields but also for understanding their co-evolutionary dynamics. Our research delves into the role of the phyllosphere-associated microbiome, especially Actinomycetota species, in enhancing pathogen resistance in Theobroma grandiflorum, or cupuassu, an agriculturally valuable Amazonian fruit tree vulnerable to witches’ broom disease caused by Moniliophthora perniciosa. While breeding resistant cupuassu genotypes is a possible solution, the capacity of the Actinomycetota phylum to produce beneficial metabolites offers an alternative approach yet to be explored in this context. Utilizing advanced long-read sequencing and metagenomic analysis, we examined Actinomycetota from the phyllosphere of a disease-resistant cupuassu genotype, identifying 11 Metagenome-Assembled Genomes across eight genera. Our comparative genomic analysis uncovered 54 Biosynthetic Gene Clusters related to antitumor, antimicrobial, and plant growth-promoting activities, alongside cutinases and type VII secretion system-associated genes. These results indicate the potential of phyllosphere-associated Actinomycetota in cupuassu for inducing resistance or antagonism against pathogens. By integrating our genomic discoveries with the existing knowledge of cupuassu’s defense mechanisms, we developed a model hypothesizing the synergistic or antagonistic interactions between plant and identified Actinomycetota during plant-pathogen interactions. This model offers a framework for understanding the intricate dynamics of microbial influence on plant health. In conclusion, this study underscores the significance of the phyllosphere microbiome, particularly Actinomycetota, in the broader context of harnessing microbial interactions for plant health. These findings offer valuable insights for enhancing agricultural productivity and sustainability.

探索植物与其常驻微生物之间错综复杂的关系不仅对开发提高抗病性和作物产量的新方法至关重要,而且对了解它们的共同进化动态也至关重要。我们的研究深入探讨了叶球相关微生物群,尤其是放线菌群,在增强大叶女贞(或称 "杯果")对病原体的抵抗力方面所起的作用。虽然培育抗病的杯树基因型是一种可行的解决方案,但放线菌门产生有益代谢物的能力提供了另一种有待探索的方法。利用先进的长线程测序和元基因组分析技术,我们研究了抗病杯突基因型植物叶球中的放线菌,确定了 8 个属的 11 个元基因组。我们的比较基因组分析发现了 54 个与抗肿瘤、抗菌和促进植物生长活性有关的生物合成基因簇,以及角质酶和 VII 型分泌系统相关基因。这些结果表明,杯状植物中与叶球相关的放线菌具有诱导抗性或拮抗病原体的潜力。通过将我们的基因组发现与现有的杯斗藻防御机制知识相结合,我们建立了一个模型,假设在植物与病原体相互作用的过程中,植物与已确定的放线菌之间存在协同或拮抗作用。该模型为了解微生物对植物健康影响的复杂动态提供了一个框架。总之,在利用微生物相互作用促进植物健康的大背景下,本研究强调了叶球微生物组,尤其是放线菌群的重要性。这些发现为提高农业生产力和可持续性提供了宝贵的见解。
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引用次数: 0
Integrated analysis of methylation and transcriptome identifies a novel risk model for diagnosis, prognosis, and immune characteristics in head and neck squamous cell carcinoma. 甲基化和转录组的综合分析为头颈部鳞状细胞癌的诊断、预后和免疫特征确定了一个新的风险模型。
IF 2.3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-07-20 DOI: 10.1007/s00438-024-02164-z
Jun-Wei Zhang, Xi-Lin Gao, Sheng Li, Shuang-Hao Zhuang, Qi-Wei Liang

Background: DNA methylation is an important epigenetic modification that plays a crucial role in the development and progression of various tumors. However, the association between methylation‑driven genes and diagnosis, prognosis, and immune characteristics of head and neck squamous cell carcinoma (HNSCC) remains unclear.

Methods: We obtained transcriptome, methylation, and clinical data from HNSCC patients in TCGA database, and used MethylMix algorithm to identify methylation-driven genes. A methylation driven gene-related risk model was constructed using Lasso regression analysis, and validated using data from GEO database. Immune infiltration and immune function analysis of the expression profiles were conducted using ssGSEA. Differences in immune checkpoint-related genes were analyzed, and the efficacy of immunotherapy was evaluated using TCIA database. Finally, a series of cell functional experiments were conducted to validate the results.

Results: Five methylation-driven genes were identified and utilized to construct a prognostic risk model. Based on the median risk score, all patients were categorized into high-risk and low-risk groups. The K-M analysis revealed that patients in the high-risk group have a worse prognosis. Additionally, the risk model demonstrated better prognostic predictive value as indicated by ROC analysis. GSEA enrichment analysis indicated that gene sets in the high and low-risk groups were primarily enriched in pathways associated with tumor immunity and metabolism. Our subsequent investigations showed that high-risk patients exhibited more immunosuppressive phenotypes, while low-risk patients were more likely to respond positively to immunotherapy.

Conclusion: These findings of our research have the potential to improve patient stratification, guide treatment decisions, and advance the development of personalized therapies for HNSCC.

背景:DNA甲基化是一种重要的表观遗传修饰,在各种肿瘤的发生和发展过程中起着至关重要的作用。然而,甲基化驱动基因与头颈部鳞状细胞癌(HNSCC)的诊断、预后和免疫特征之间的关联仍不清楚:我们从TCGA数据库中获取了HNSCC患者的转录组、甲基化和临床数据,并使用MethylMix算法识别了甲基化驱动基因。利用 Lasso 回归分析构建了甲基化驱动基因相关风险模型,并利用 GEO 数据库的数据进行了验证。使用ssGSEA对表达谱进行了免疫浸润和免疫功能分析。分析了免疫检查点相关基因的差异,并利用 TCIA 数据库评估了免疫疗法的疗效。最后,进行了一系列细胞功能实验来验证结果:结果:发现了五个甲基化驱动基因,并利用这些基因构建了一个预后风险模型。根据中位风险评分,所有患者被分为高风险组和低风险组。K-M分析显示,高风险组患者的预后较差。此外,ROC 分析表明,风险模型具有更好的预后预测价值。GSEA富集分析表明,高危组和低危组的基因组主要富集在与肿瘤免疫和代谢相关的通路中。我们随后的研究表明,高危患者表现出更多的免疫抑制表型,而低危患者则更有可能对免疫疗法产生积极反应:我们的这些研究结果有望改善患者分层、指导治疗决策并推动 HNSCC 个性化疗法的开发。
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引用次数: 0
A novel cancer-associated fibroblasts risk score model predict survival and immunotherapy in lung adenocarcinoma. 一种新型癌症相关成纤维细胞风险评分模型可预测肺腺癌患者的生存期和免疫疗法。
IF 2.3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-07-17 DOI: 10.1007/s00438-024-02156-z
Fanhua Kong, Zhongshan Lu, Yan Xiong, Lihua Zhou, Qifa Ye

Lung adenocarcinoma (LUAD) is the leading cause of cancer-related death worldwide. Cancer-associated fibroblasts (CAFs) are a special type of fibroblasts, which play an important role in the development and immune escape of tumors. Weighted gene co-expression network analysis (WGCNA) was used to construct the co-expression module. In combination with univariate Cox regression and analysis of least absolute shrinkage operator (LASSO), characteristics associated with CAFs were developed for a prognostic model. The migration and proliferation of lung cancer cells were evaluated in vitro. Finally, the expression levels of proteins were analyzed by Western blot. LASSO Cox regression algorithm was then performed to select hub genes. Finally, a total of 2 Genes (COL5A2, COL6A2) were obtained. We then divided LUAD patients into high- and low-risk groups based on CAFs risk scores. Survival analysis, CAFs score correlation analysis and tumor mutation load analysis showed that COL5A2 and COL6A2 were high-risk genes for LUAD. Human Protein Atlas (HPA), western blot and PCR results showed that COL5A2 and COL6A2 were up-regulated in LUAD tissues. When COL5A2 and COL6A2 were knocked down, the proliferation, invasion and migration of lung cancer cells were significantly decreased. Finally, COL5A2 can affect LUAD progression through the Wnt/β-Catenin and TGF-β signaling pathways. Our CAFs risk score model offers a new approach for predicting the prognosis of LUAD patients. Furthermore, the identification of high-risk genes COL5A2 and COL6A2 and drug sensitivity analysis can provide valuable candidate clues for clinical treatment of LUAD.

肺腺癌(LUAD)是全球癌症相关死亡的主要原因。癌症相关成纤维细胞(CAFs)是一种特殊类型的成纤维细胞,在肿瘤的发展和免疫逃逸过程中发挥着重要作用。加权基因共表达网络分析(WGCNA)用于构建共表达模块。结合单变量考克斯回归和最小绝对收缩算子分析(LASSO),建立了与CAFs相关的特征预后模型。在体外对肺癌细胞的迁移和增殖进行了评估。最后,通过 Western 印迹分析了蛋白质的表达水平。然后采用 LASSO Cox 回归算法筛选出枢纽基因。最后,共得到 2 个基因(COL5A2、COL6A2)。然后,我们根据 CAFs 风险评分将 LUAD 患者分为高风险组和低风险组。生存分析、CAFs评分相关性分析和肿瘤突变负荷分析表明,COL5A2和COL6A2是LUAD的高危基因。人类蛋白质图谱(HPA)、Western印迹和PCR结果显示,COL5A2和COL6A2在LUAD组织中上调。当 COL5A2 和 COL6A2 被敲除后,肺癌细胞的增殖、侵袭和迁移明显降低。最后,COL5A2可通过Wnt/β-Catenin和TGF-β信号通路影响LUAD的进展。我们的CAFs风险评分模型为预测LUAD患者的预后提供了一种新方法。此外,高风险基因COL5A2和COL6A2的鉴定以及药物敏感性分析可为LUAD的临床治疗提供有价值的候选线索。
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引用次数: 0
A novel homozygous missense TTC12 variant identified in an infertile Pakistani man with severe oligoasthenoteratozoospermia and primary ciliary dyskinesia. 在一名患有严重少精症和原发性睫状肌运动障碍的不育巴基斯坦男子体内发现了一种新型同卵错义 TTC12 变异体。
IF 2.3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-07-12 DOI: 10.1007/s00438-024-02161-2
Imtiaz Ali, Haider Ali, Ahsanullah Unar, Fazal Rahim, Khalid Khan, Sobia Dil, Tanveer Abbas, Ansar Hussain, Aurang Zeb, Muhammad Zubair, Huan Zhang, Hui Ma, Xiaohua Jiang, Muzammil Ahmad Khan, Bo Xu, Wasim Shah, Qinghua Shi

TTC12 is a cytoplasmic and centromere-localized protein that plays a role in the proper assembly of dynein arm complexes in motile cilia in both respiratory cells and sperm flagella. This finding underscores its significance in cellular motility and function. However, the wide role of TTC12 in human spermatogenesis-associated primary ciliary dyskinesia (PCD) still needs to be elucidated. Whole-exome sequencing (WES) and Sanger sequencing were performed to identify potentially pathogenic variants causing PCD and multiple morphological abnormalities of sperm flagella (MMAF) in an infertile Pakistani man. Diagnostic imaging techniques were used for PCD screening in the patient. Real-time polymerase chain reaction (RT‒PCR) was performed to detect the effect of mutations on the mRNA abundance of the affected genes. Papanicolaou staining and scanning electron microscopy (SEM) were carried out to examine sperm morphology. Transmission electron microscopy (TEM) was performed to examine the ultrastructure of the sperm flagella, and the results were confirmed by immunofluorescence staining. Using WES and Sanger sequencing, a novel homozygous missense variant (c.C1069T; p.Arg357Trp) in TTC12 was identified in a patient from a consanguineous family. A computed tomography scan of the paranasal sinuses confirmed the symptoms of the PCD. RT-PCR showed a decrease in TTC12 mRNA in the patient's sperm sample. Papanicolaou staining, SEM, and TEM analysis revealed a significant change in shape and a disorganized axonemal structure in the sperm flagella of the patient. Immunostaining assays revealed that TTC12 is distributed throughout the flagella and is predominantly concentrated in the midpiece in normal spermatozoa. In contrast, spermatozoa from patient deficient in TTC12 showed minimal staining intensity for TTC12 or DNAH17 (outer dynein arms components). This could lead to MMAF and result in male infertility. This novel TTC12 variant not only illuminates the underlying genetic causes of male infertility but also paves the way for potential treatments targeting these genetic factors. This study represents a significant advancement in understanding the genetic basis of PCD-related infertility.

TTC12 是一种细胞质和中心粒定位蛋白,在呼吸细胞和精子鞭毛运动纤毛中的动力臂复合体的正常组装中发挥作用。这一发现强调了它在细胞运动和功能方面的重要性。然而,TTC12 在人类精子发生相关原发性纤毛运动障碍(PCD)中的广泛作用仍有待阐明。研究人员通过全外显子组测序(WES)和桑格测序,在一名不育的巴基斯坦男子身上发现了导致原发性睫状肌运动障碍(PCD)和精子鞭毛多种形态异常(MMAF)的潜在致病变异。诊断成像技术用于患者的 PCD 筛查。进行了实时聚合酶链反应(RT-PCR),以检测突变对受影响基因的 mRNA 丰度的影响。采用巴氏染色法和扫描电子显微镜(SEM)检查精子形态。透射电子显微镜(TEM)检查了精子鞭毛的超微结构,并通过免疫荧光染色确认了结果。通过 WES 和 Sanger 测序,在一名近亲结婚的患者体内发现了 TTC12 的一个新型同源错义变异(c.C1069T; p.Arg357Trp)。副鼻窦的计算机断层扫描证实了 PCD 的症状。RT-PCR 显示,患者精子样本中的 TTC12 mRNA 减少。巴氏染色法、扫描电子显微镜(SEM)和电子显微镜(TEM)分析表明,患者精子鞭毛的形状发生了显著变化,轴丝结构紊乱。免疫染色检测显示,TTC12分布在整个鞭毛中,在正常精子中主要集中在中段。相比之下,缺乏 TTC12 的患者精子中 TTC12 或 DNAH17(动力蛋白外臂成分)的染色强度极低。这可能导致 MMAF 并导致男性不育。这种新型 TTC12 变异不仅揭示了男性不育症的潜在遗传原因,还为针对这些遗传因素的潜在治疗铺平了道路。这项研究标志着在了解 PCD 相关不育症的遗传基础方面取得了重大进展。
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Molecular Genetics and Genomics
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