Pub Date : 2024-08-09DOI: 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。
{"title":"Forensic height estimation using polygenic score in Korean population.","authors":"Hye-Won Cho, Hyun-Seok Jin, Sung-Soo Kim, Yong-Bin Eom","doi":"10.1007/s00438-024-02172-z","DOIUrl":"https://doi.org/10.1007/s00438-024-02172-z","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":18816,"journal":{"name":"Molecular Genetics and Genomics","volume":"299 1","pages":"78"},"PeriodicalIF":2.3,"publicationDate":"2024-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141907029","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}
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.
{"title":"CACNA1H restrains chemotherapy resistance in ovarian clear cell carcinoma cells by repressing autophagy.","authors":"Huaijing Shi, Liang Zheng, Xinyan Jiang, Hongju Chen","doi":"10.1007/s00438-024-02165-y","DOIUrl":"10.1007/s00438-024-02165-y","url":null,"abstract":"<p><p>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 Ca<sup>2+</sup> 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 Ca<sup>2+</sup> concentration and activated CaMKII/Akt signaling pathway in OCCC, thereby repressing autophagy to maintain the sensitivity of OCCC cells to DDP.</p>","PeriodicalId":18816,"journal":{"name":"Molecular Genetics and Genomics","volume":"299 1","pages":"77"},"PeriodicalIF":2.3,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141893842","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}
Pub Date : 2024-08-03DOI: 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。
{"title":"Identifying the key hub genes linked with lung squamous cell carcinoma by examining the differentially expressed and survival genes.","authors":"Anushka Pravin Chawhan, Norine Dsouza","doi":"10.1007/s00438-024-02169-8","DOIUrl":"https://doi.org/10.1007/s00438-024-02169-8","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":18816,"journal":{"name":"Molecular Genetics and Genomics","volume":"299 1","pages":"76"},"PeriodicalIF":2.3,"publicationDate":"2024-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141889705","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}
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.
{"title":"CRISPR-Cpf1 system and its applications in animal genome editing.","authors":"Yawei Han, Zisen Jia, Keli Xu, Yangyang Li, Suxiang Lu, Lihong Guan","doi":"10.1007/s00438-024-02166-x","DOIUrl":"10.1007/s00438-024-02166-x","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":18816,"journal":{"name":"Molecular Genetics and Genomics","volume":"299 1","pages":"75"},"PeriodicalIF":2.3,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141860327","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}
Pub Date : 2024-08-01DOI: 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.
{"title":"Development of a baculoviral CRISPR/Cas9 vector system for beta-2-microglobulin knockout in human pluripotent stem cells.","authors":"Zaiying Xiang, Qiaoyuan Ye, Zihan Zhao, Naian Wang, Jinrong Li, Minghai Zou, Cia-Hin Lau, Haibao Zhu, Shu Wang, Yuanlin Ding","doi":"10.1007/s00438-024-02167-w","DOIUrl":"10.1007/s00438-024-02167-w","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":18816,"journal":{"name":"Molecular Genetics and Genomics","volume":"299 1","pages":"74"},"PeriodicalIF":2.3,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141860328","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}
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.
{"title":"Differentially used codons among essential genes in bacteria identified by machine learning-based analysis.","authors":"Annushree Kurmi, Piyali Sen, Madhusmita Dash, Suvendra Kumar Ray, Siddhartha Sankar Satapathy","doi":"10.1007/s00438-024-02163-0","DOIUrl":"10.1007/s00438-024-02163-0","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":18816,"journal":{"name":"Molecular Genetics and Genomics","volume":"299 1","pages":"72"},"PeriodicalIF":2.3,"publicationDate":"2024-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141766740","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}
Pub Date : 2024-07-27DOI: 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。
{"title":"Diversity and potential functional role of phyllosphere-associated actinomycetota isolated from cupuassu (Theobroma grandiflorum) leaves: implications for ecosystem dynamics and plant defense strategies","authors":"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","doi":"10.1007/s00438-024-02162-1","DOIUrl":"https://doi.org/10.1007/s00438-024-02162-1","url":null,"abstract":"<p>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 <i>Theobroma grandiflorum</i>, or cupuassu, an agriculturally valuable Amazonian fruit tree vulnerable to witches’ broom disease caused by <i>Moniliophthora perniciosa</i>. 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.</p>","PeriodicalId":18816,"journal":{"name":"Molecular Genetics and Genomics","volume":"64 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141782269","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}
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.
{"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}
Pub Date : 2024-07-17DOI: 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.
{"title":"A novel cancer-associated fibroblasts risk score model predict survival and immunotherapy in lung adenocarcinoma.","authors":"Fanhua Kong, Zhongshan Lu, Yan Xiong, Lihua Zhou, Qifa Ye","doi":"10.1007/s00438-024-02156-z","DOIUrl":"https://doi.org/10.1007/s00438-024-02156-z","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":18816,"journal":{"name":"Molecular Genetics and Genomics","volume":"299 1","pages":"70"},"PeriodicalIF":2.3,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141627192","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}
Pub Date : 2024-07-12DOI: 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.
{"title":"A novel homozygous missense TTC12 variant identified in an infertile Pakistani man with severe oligoasthenoteratozoospermia and primary ciliary dyskinesia.","authors":"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","doi":"10.1007/s00438-024-02161-2","DOIUrl":"https://doi.org/10.1007/s00438-024-02161-2","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":18816,"journal":{"name":"Molecular Genetics and Genomics","volume":"299 1","pages":"69"},"PeriodicalIF":2.3,"publicationDate":"2024-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141590801","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}