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Confirming the enzymatic activity and neurodevelopmental trajectory of PYCR1 mutation in one child with autosomal-recessive cutis laxa type 2. 证实一名常染色体隐性切口松弛症 2 型患儿体内PYCR1 基因突变的酶活性和神经发育轨迹。
IF 2.3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-22 DOI: 10.1007/s00438-024-02173-y
Shaofang Shangguan, Xueyuan Zhang, Yangyang Ge, Ye Han, Ling Xiao, Yu Zhang, Hua Xie, Xiaoli Chen, Xiaoyan Wang

Autosomal-recessive cutis laxa type 2 (ARCL2) is a rare genetic disorder caused by pyrroline-5-carboxylate reductase 1 (PYCR1) mutations and characterized by loose and sagging skin, typical facial features, intrauterine growth retardation, and developmental delay. To study the effect of PYCR1 mutations on protein function and clinical features, we identified a homozygous missense mutation c.559G > A (p.Ala187Thr) in PYCR1 in a Chinese child with typical clinical features, especially severe developmental delays. The three-dimensional (3D) model showed the modification of the hydrogen bonds produce a misfolding in the mutant PYCR1 protein. Mutagenesis and enzyme assay study revealed decreased activity of the mutant protein in vitro, indicating that this mutation impairs PYCR1 function. Our findings confirmed abnormal enzymatic activity and neurodevelopmental trajectory of this PYCR1 mutation.

常染色体隐性皮肤松弛症 2 型(ARCL2)是一种罕见的遗传性疾病,由吡咯啉-5-羧酸还原酶 1(PYCR1)突变引起,以皮肤松弛下垂、典型面部特征、宫内生长迟缓和发育迟缓为特征。为了研究PYCR1突变对蛋白功能和临床特征的影响,我们在一名具有典型临床特征,尤其是严重发育迟缓的中国儿童身上发现了PYCR1的同卵错义突变c.559G > A (p.Ala187Thr)。三维(3D)模型显示,氢键的改变导致突变体PYCR1蛋白发生错误折叠。突变和酶测定研究显示,突变体蛋白在体外的活性降低,表明该突变损害了PYCR1的功能。我们的研究结果证实了这种PYCR1突变的异常酶活性和神经发育轨迹。
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引用次数: 0
Genotypic spectrum of ABCA4-associated retinal degenerations in 211 unrelated Mexican patients: identification of 22 novel disease-causing variants. 211 名无血缘关系的墨西哥患者 ABCA4 相关视网膜变性的基因型谱:鉴定出 22 个新型致病变体。
IF 2.3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-20 DOI: 10.1007/s00438-024-02174-x
Oscar F Chacon-Camacho, Nancy Xilotl-de Jesús, Ernesto Calderón-Martínez, Vianey Ordoñez-Labastida, M Isabel Neria-Gonzalez, Rocío Villafuerte-de la Cruz, Augusto Martinez-Rojas, Juan Carlos Zenteno

The purpose of this study was to analyze and molecularly describe the largest group of patients with ABCA4-associated retinal degeneration in Latin America. Pathogenic variants in ABCA4, a member of the ATP Binding Cassette (ABC) transporters superfamily, is one of the most common causes of inherited visual deficiency in humans. Retinal phenotypes associated with genetic defects in ABCA4 are collectively known as ABCA4-associated retinal degenerations (ABCA4R), a group of recessively inherited disorders associated with a high allelic heterogeneity. While large groups of Caucasian and Asiatic individuals suffering from ABCA4R have been well characterized, molecular information from certain ethnic groups is limited or unavailable, precluding a more realistic knowledge of ABCA4-related mutational profile worldwide. In this study, we describe the molecular findings of a large group of 211 ABCA4R index cases from Mexico. Genotyping was performed using either next generation sequencing (NGS) of a retinal dystrophy genes panel or exome. ABCA4 targeted mutation testing was applied to a subgroup of subjects in whom founder mutations were suspected. A total of 128 different ABCA4 pathogenic variants were identified, including 22 previously unpublished variants. The most common type of genetic variation was single nucleotide substitutions which occurred in 92.7% (408/440 alleles). According to the predicted protein effect, the most frequent variant type was missense, occurring in 83.5% of disease-causing alleles (368/440). Mutations such as p.Ala1773Val are fully demonstrated as a founder effect in native inhabitants of certain regions of Mexico. This study also gives us certain indications of other founder effects that need to be further studied in the near future. This is the largest molecularly characterized ABCA4R Latin American cohort, and our results supports the value of conducting genetic screening in underrepresented populations for a better knowledge of the mutational profile leading to monogenic diseases.

这项研究的目的是对拉丁美洲最大的一组 ABCA4 相关视网膜变性患者进行分析和分子描述。ABCA4是ATP结合盒(ABC)转运体超家族的成员,其致病变异是导致人类遗传性视力缺陷的最常见原因之一。与 ABCA4 遗传缺陷相关的视网膜表型统称为 ABCA4 相关视网膜变性(ABCA4R),这是一组隐性遗传疾病,具有高度等位基因异质性。虽然一大批白种人和亚洲人患 ABCA4R 的特征已被很好地描述,但来自某些种族群体的分子信息却很有限或无法获得,这使得人们无法更真实地了解全球 ABCA4 相关突变的概况。在本研究中,我们描述了一大批来自墨西哥的 211 例 ABCA4R 指数病例的分子研究结果。基因分型是通过视网膜营养不良基因面板或外显子组的新一代测序(NGS)进行的。ABCA4靶向突变检测适用于怀疑存在始祖突变的受试者亚群。共鉴定出128个不同的ABCA4致病变异,其中包括22个以前未发表过的变异。最常见的基因变异类型是单核苷酸置换,占 92.7%(408/440 个等位基因)。根据预测的蛋白质效应,最常见的变异类型是错义,出现在83.5%的致病等位基因中(368/440)。p.Ala1773Val这样的变异在墨西哥某些地区的原住民中被充分证明是一种创始效应。这项研究还为我们提供了其他创始效应的某些迹象,需要在不久的将来进一步研究。这是拉丁美洲最大的 ABCA4R 分子特征队列,我们的研究结果支持了在代表性不足的人群中进行基因筛查的价值,以便更好地了解导致单基因疾病的突变特征。
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引用次数: 0
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。
{"title":"Integrated analysis of methylation and transcriptome identifies a novel risk model for diagnosis, prognosis, and immune characteristics in head and neck squamous cell carcinoma.","authors":"Jun-Wei Zhang, Xi-Lin Gao, Sheng Li, Shuang-Hao Zhuang, Qi-Wei Liang","doi":"10.1007/s00438-024-02164-z","DOIUrl":"https://doi.org/10.1007/s00438-024-02164-z","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusion: </strong>These findings of our research have the potential to improve patient stratification, guide treatment decisions, and advance the development of personalized therapies for HNSCC.</p>","PeriodicalId":18816,"journal":{"name":"Molecular Genetics and Genomics","volume":"299 1","pages":"71"},"PeriodicalIF":2.3,"publicationDate":"2024-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141731350","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
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Molecular Genetics and Genomics
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