Luiz Gustavo Dufner-Almeida, Laís F M Cardozo, Mariana R Schwind, Danielly Carvalho, Juliana Paula G Almeida, Andrea Maria Cappellano, Thiago G P Alegria, Santoesha Nanhoe, Mark Nellist, Maria Rita Passos-Bueno, Silvana Chiavegatto, Nasjla S Silva, Sérgio Rosemberg, Ana Paula A Pereira, Sérgio Antônio Antoniuk, Luciana A Haddad
Tuberous sclerosis complex (TSC) is an autosomal dominant neurodevelopmental disorder and multisystem disease caused by pathogenic DNA alterations in the TSC1 and TSC2 tumor suppressor genes. A molecular genetic diagnosis of TSC confirms the clinical diagnosis, facilitating the implementation of appropriate care and surveillance. TSC1 and TSC2 encode the core components of the TSC1/2 complex (TSC1/2), a negative regulator of the mechanistic target of rapamycin (MTOR) complex 1 (TORC1). Functional analysis of the effects of TSC1 and TSC2 variants on TORC1 activity can help establish variant pathogenicity. We searched for pathogenic alterations to TSC1 and TSC2 in DNA isolated from 116 individuals with a definite clinical diagnosis of TSC. Missense variants and in-frame deletions were functionally assessed. Pathogenic DNA alterations were identified in 106 cases (91%); 18 (17%) in TSC1 and 88 (83%) in TSC2. Of these, 35 were novel. Disruption of TSC1/2 activity was demonstrated for seven TSC2 variants. Molecular diagnostics confirms the clinical diagnosis of TSC in a large proportion of cases. Functional assessment can help establish variant pathogenicity and is a useful adjunct to DNA analysis.
结节性硬化综合征(TSC)是一种常染色体显性神经发育障碍和多系统疾病,由 TSC1 和 TSC2 肿瘤抑制基因的 DNA 致病性改变引起。TSC的分子遗传学诊断证实了临床诊断,有助于实施适当的护理和监测。TSC1和TSC2编码TSC1/2复合体(TSC1/2)的核心成分,TSC1/2是雷帕霉素机制靶标(MTOR)复合体1(TORC1)的负调控因子。对 TSC1 和 TSC2 变体对 TORC1 活性的影响进行功能分析有助于确定变体的致病性。我们从 116 名临床诊断明确的 TSC 患者分离的 DNA 中寻找 TSC1 和 TSC2 的致病性变异。对错义变异和框架内缺失进行了功能评估。在106个病例(91%)中发现了致病性DNA改变;TSC1和TSC2中分别有18个和88个致病性DNA改变(分别占17%和83%)。其中 35 例为新病变。7个TSC2变异基因被证实破坏了TSC1/2的活性。分子诊断证实了大部分 TSC 病例的临床诊断。功能评估有助于确定变异的致病性,是 DNA 分析的有效辅助手段。
{"title":"Molecular and Functional Assessment of <i>TSC1</i> and <i>TSC2</i> in Individuals with Tuberous Sclerosis Complex.","authors":"Luiz Gustavo Dufner-Almeida, Laís F M Cardozo, Mariana R Schwind, Danielly Carvalho, Juliana Paula G Almeida, Andrea Maria Cappellano, Thiago G P Alegria, Santoesha Nanhoe, Mark Nellist, Maria Rita Passos-Bueno, Silvana Chiavegatto, Nasjla S Silva, Sérgio Rosemberg, Ana Paula A Pereira, Sérgio Antônio Antoniuk, Luciana A Haddad","doi":"10.3390/genes15111432","DOIUrl":"10.3390/genes15111432","url":null,"abstract":"<p><p>Tuberous sclerosis complex (TSC) is an autosomal dominant neurodevelopmental disorder and multisystem disease caused by pathogenic DNA alterations in the <i>TSC1</i> and <i>TSC2</i> tumor suppressor genes. A molecular genetic diagnosis of TSC confirms the clinical diagnosis, facilitating the implementation of appropriate care and surveillance. <i>TSC1</i> and <i>TSC2</i> encode the core components of the TSC1/2 complex (TSC1/2), a negative regulator of the mechanistic target of rapamycin (MTOR) complex 1 (TORC1). Functional analysis of the effects of <i>TSC1</i> and <i>TSC2</i> variants on TORC1 activity can help establish variant pathogenicity. We searched for pathogenic alterations to <i>TSC1</i> and <i>TSC2</i> in DNA isolated from 116 individuals with a definite clinical diagnosis of TSC. Missense variants and in-frame deletions were functionally assessed. Pathogenic DNA alterations were identified in 106 cases (91%); 18 (17%) in <i>TSC1</i> and 88 (83%) in <i>TSC2</i>. Of these, 35 were novel. Disruption of TSC1/2 activity was demonstrated for seven <i>TSC2</i> variants. Molecular diagnostics confirms the clinical diagnosis of TSC in a large proportion of cases. Functional assessment can help establish variant pathogenicity and is a useful adjunct to DNA analysis.</p>","PeriodicalId":12688,"journal":{"name":"Genes","volume":"15 11","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11593644/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142727842","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Nela Pragathi Sneha, S Akila Parvathy Dharshini, Y-H Taguchi, M Michael Gromiha
Background/objectives: Amyotrophic Lateral Sclerosis is a progressive neurodegenerative disorder characterized by the loss of upper and lower motor neurons. Key factors contributing to neuronal death include mitochondrial energy damage, oxidative stress, and excitotoxicity. The frontal cortex is crucial for action initiation, planning, and voluntary movements whereas the spinal cord facilitates communication with the brain, walking, and reflexes. By investigating transcriptome data from the frontal cortex and spinal cord, we aim to elucidate common pathological mechanisms and pathways involved in ALS for understanding the disease progression and identifying potential therapeutic targets.
Methods: In this study, we quantified gene and transcript expression patterns, predicted variants, and assessed their functional effects using computational tools. It also includes predicting variant-associated regulatory effects, constructing functional interaction networks, and performing a gene enrichment analysis.
Results: We found novel genes for the upregulation of immune response, and the downregulation of metabolic-related and defective degradation processes in both the spinal cord and frontal cortex. Additionally, we observed the dysregulation of histone regulation and blood pressure-related genes specifically in the frontal cortex.
Conclusions: These results highlight the distinct and shared molecular disruptions in ALS, emphasizing the critical roles of immune response and metabolic dysfunction in neuronal degeneration. Targeting these pathways may provide new therapeutic avenues to combat neurodegeneration and preserve neuronal health.
背景/目的:肌萎缩侧索硬化症是一种进行性神经退行性疾病,其特征是上下运动神经元的丧失。导致神经元死亡的主要因素包括线粒体能量损伤、氧化应激和兴奋毒性。额叶皮层对行动的启动、计划和自主运动至关重要,而脊髓则促进与大脑的交流、行走和反射。通过研究额叶皮层和脊髓的转录组数据,我们旨在阐明参与 ALS 的共同病理机制和通路,以了解疾病的进展并确定潜在的治疗靶点:在这项研究中,我们利用计算工具量化了基因和转录本的表达模式,预测了变异,并评估了它们的功能效应。研究还包括预测变异相关的调控效应、构建功能相互作用网络以及进行基因富集分析:结果:我们在脊髓和额叶皮层发现了上调免疫反应、下调代谢相关过程和缺陷降解过程的新基因。此外,我们还观察到组蛋白调节和血压相关基因的失调,尤其是在额叶皮层:这些结果突显了 ALS 中独特而又共同的分子干扰,强调了免疫反应和代谢功能障碍在神经元变性中的关键作用。以这些途径为靶点可能会为抗击神经变性和保护神经元健康提供新的治疗途径。
{"title":"Tracing ALS Degeneration: Insights from Spinal Cord and Cortex Transcriptomes.","authors":"Nela Pragathi Sneha, S Akila Parvathy Dharshini, Y-H Taguchi, M Michael Gromiha","doi":"10.3390/genes15111431","DOIUrl":"10.3390/genes15111431","url":null,"abstract":"<p><strong>Background/objectives: </strong>Amyotrophic Lateral Sclerosis is a progressive neurodegenerative disorder characterized by the loss of upper and lower motor neurons. Key factors contributing to neuronal death include mitochondrial energy damage, oxidative stress, and excitotoxicity. The frontal cortex is crucial for action initiation, planning, and voluntary movements whereas the spinal cord facilitates communication with the brain, walking, and reflexes. By investigating transcriptome data from the frontal cortex and spinal cord, we aim to elucidate common pathological mechanisms and pathways involved in ALS for understanding the disease progression and identifying potential therapeutic targets.</p><p><strong>Methods: </strong>In this study, we quantified gene and transcript expression patterns, predicted variants, and assessed their functional effects using computational tools. It also includes predicting variant-associated regulatory effects, constructing functional interaction networks, and performing a gene enrichment analysis.</p><p><strong>Results: </strong>We found novel genes for the upregulation of immune response, and the downregulation of metabolic-related and defective degradation processes in both the spinal cord and frontal cortex. Additionally, we observed the dysregulation of histone regulation and blood pressure-related genes specifically in the frontal cortex.</p><p><strong>Conclusions: </strong>These results highlight the distinct and shared molecular disruptions in ALS, emphasizing the critical roles of immune response and metabolic dysfunction in neuronal degeneration. Targeting these pathways may provide new therapeutic avenues to combat neurodegeneration and preserve neuronal health.</p>","PeriodicalId":12688,"journal":{"name":"Genes","volume":"15 11","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11593627/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142728086","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Juan M Farina, Rory J Olson, Radhika Dhamija, Anne Bofferding, Aleksandar Sekulic, Jan B Egan, Dawn E Jaroszewski
Background/Objectives: Pectus excavatum (PEx) is considered, at least partially, a familial disorder. A variety of inheritance patterns, associations with genetic syndromes, and pathogenic variants have been reported. However, the etiology of this condition is still not completely understood, and no known genes have been identified as definitive contributors. Methods: Family members with a confirmed PEx diagnosis (one proband and two first-degree relatives) and non-affected members were recruited into this study. Exome sequencing was performed on all affected familial PEx cases to systematically screen for candidate genes that are likely to be causative for PEx, and on non-affected family members for variant segregation analysis. Results: Ten families, with three affected members each, participated, providing thirty familial PEx cases. Different inheritance patterns were represented across the ten pedigrees, with possible incomplete penetrance. Genetic variants in REST (essential for neuronal development and associated with pectus deformities in prior studies), SMAD4 (variants can predispose individuals to thoracic aortic diseases), and COL5A (associated with Ehlers-Danlos syndrome and Fibromuscular dysplasia) were initially identified as potentially linked to the development of pectus deformities and segregated with the phenotype. No variants were shared across families in the studied population. Conclusions: Germline exome sequencing of families with multiple individuals affected by PEx in our study identified potential gene candidates linked to PEx. These candidates are private to individual families and no strong candidates shared across multiple families were identified. These findings suggest that the inheritance of PEx may not be strongly related to a shared single genetic variant in known genes. Given the accumulating evidence for the genetic basis of familial PEx, further studies, including polygenic analyses, as well as assessment of the non-coding genome and possible epigenetic markers are warranted.
{"title":"The Complexity of Familial Inheritance in Pectus Excavatum: A Ten-Family Exome Sequencing Analysis.","authors":"Juan M Farina, Rory J Olson, Radhika Dhamija, Anne Bofferding, Aleksandar Sekulic, Jan B Egan, Dawn E Jaroszewski","doi":"10.3390/genes15111429","DOIUrl":"10.3390/genes15111429","url":null,"abstract":"<p><p><b>Background/Objectives</b>: Pectus excavatum (PEx) is considered, at least partially, a familial disorder. A variety of inheritance patterns, associations with genetic syndromes, and pathogenic variants have been reported. However, the etiology of this condition is still not completely understood, and no known genes have been identified as definitive contributors. <b>Methods</b>: Family members with a confirmed PEx diagnosis (one proband and two first-degree relatives) and non-affected members were recruited into this study. Exome sequencing was performed on all affected familial PEx cases to systematically screen for candidate genes that are likely to be causative for PEx, and on non-affected family members for variant segregation analysis. <b>Results</b>: Ten families, with three affected members each, participated, providing thirty familial PEx cases. Different inheritance patterns were represented across the ten pedigrees, with possible incomplete penetrance. Genetic variants in <i>REST</i> (essential for neuronal development and associated with pectus deformities in prior studies), <i>SMAD4</i> (variants can predispose individuals to thoracic aortic diseases), and <i>COL5A</i> (associated with Ehlers-Danlos syndrome and Fibromuscular dysplasia) were initially identified as potentially linked to the development of pectus deformities and segregated with the phenotype. No variants were shared across families in the studied population. <b>Conclusions</b>: Germline exome sequencing of families with multiple individuals affected by PEx in our study identified potential gene candidates linked to PEx. These candidates are private to individual families and no strong candidates shared across multiple families were identified. These findings suggest that the inheritance of PEx may not be strongly related to a shared single genetic variant in known genes. Given the accumulating evidence for the genetic basis of familial PEx, further studies, including polygenic analyses, as well as assessment of the non-coding genome and possible epigenetic markers are warranted.</p>","PeriodicalId":12688,"journal":{"name":"Genes","volume":"15 11","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11593651/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142727957","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jennifer Vieira Gomes, Pedro Nicolau-Neto, Júlia Nascimento de Almeida, Lilian Brewer Lisboa, Paulo Thiago de Souza-Santos, Luis Felipe Ribeiro-Pinto, Sheila Coelho Soares-Lima, Tatiana de Almeida Simão
Background/Objectives: Homeobox (HOX) genes encode conserved transcription factors essential for tissue and organ development and cellular differentiation. In humans, these genes are organized into four clusters: HOXA, HOXB, HOXC, and HOXD. While HOX genes have been extensively studied in cancer biology, their roles in esophageal squamous cell carcinoma (ESCC) remain poorly understood. Given the increasing incidence and high mortality rate of ESCC, exploring the molecular drivers of this tumor is urgent. Methods: Therefore, this study investigated the mutational landscape and expression profiles of HOX genes in ESCC and their differentially expressed targets using ESCC data from The Cancer Genome Atlas (TCGA) and two independent transcriptome datasets. Results: We found that copy number alterations and single nucleotide variations were rare, while seven HOX genes (HOXA2, HOXA7, HOXB13, HOXC9, HOXC10, HOXC13, and HOXD10) were significantly differentially expressed in ESCC compared to paired non-malignant mucosa. Further analysis identified 776 potential HOX target genes differentially expressed in ESCC, many of which are involved in critical cancer pathways such as PI3K-AKT, cell cycle regulation, and epithelial-mesenchymal transition (EMT). The HOXA7 overexpression was associated with poor overall survival rates in ESCC. This finding opens new possibilities for targeted therapies, offering hope for improved patient outcomes. Conclusions: Thus, this study underscored the pivotal role of HOX gene dysregulation in ESCC and classified HOXA7 as a potential prognostic biomarker in this tumor.
{"title":"<i>HOXA7</i> Expression Is an Independent Prognostic Biomarker in Esophageal Squamous Cell Carcinoma.","authors":"Jennifer Vieira Gomes, Pedro Nicolau-Neto, Júlia Nascimento de Almeida, Lilian Brewer Lisboa, Paulo Thiago de Souza-Santos, Luis Felipe Ribeiro-Pinto, Sheila Coelho Soares-Lima, Tatiana de Almeida Simão","doi":"10.3390/genes15111430","DOIUrl":"10.3390/genes15111430","url":null,"abstract":"<p><p><b>Background/Objectives</b>: Homeobox (<i>HOX</i>) genes encode conserved transcription factors essential for tissue and organ development and cellular differentiation. In humans, these genes are organized into four clusters: HOXA, HOXB, HOXC, and HOXD. While <i>HOX</i> genes have been extensively studied in cancer biology, their roles in esophageal squamous cell carcinoma (ESCC) remain poorly understood. Given the increasing incidence and high mortality rate of ESCC, exploring the molecular drivers of this tumor is urgent. <b>Methods</b>: Therefore, this study investigated the mutational landscape and expression profiles of <i>HOX</i> genes in ESCC and their differentially expressed targets using ESCC data from The Cancer Genome Atlas (TCGA) and two independent transcriptome datasets. <b>Results</b>: We found that copy number alterations and single nucleotide variations were rare, while seven <i>HOX</i> genes (<i>HOXA2</i>, <i>HOXA7</i>, <i>HOXB13</i>, <i>HOXC9</i>, <i>HOXC10</i>, <i>HOXC13</i>, and <i>HOXD10</i>) were significantly differentially expressed in ESCC compared to paired non-malignant mucosa. Further analysis identified 776 potential <i>HOX</i> target genes differentially expressed in ESCC, many of which are involved in critical cancer pathways such as PI3K-AKT, cell cycle regulation, and epithelial-mesenchymal transition (EMT). The <i>HOXA7</i> overexpression was associated with poor overall survival rates in ESCC. This finding opens new possibilities for targeted therapies, offering hope for improved patient outcomes. <b>Conclusions</b>: Thus, this study underscored the pivotal role of <i>HOX</i> gene dysregulation in ESCC and classified <i>HOXA7</i> as a potential prognostic biomarker in this tumor.</p>","PeriodicalId":12688,"journal":{"name":"Genes","volume":"15 11","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11593377/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142727746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Maize tassel spindle length is closely related to the number of pollen grains and the duration of the flowering stage, ultimately affecting maize yield and adaptations to stress conditions. In this study, 182 maize inbred lines were included in an association population. A genome-wide association study was conducted on maize tassel spindle length using the Q + K model. With p ≤ 1.0 × 10-4 applied as the significance threshold, 240 SNPs significantly associated with tassel spindle length were detected, which were associated with 99 quantitative trait loci (QTLs), with 21 QTLs detected in two or more environments. Moreover, 51 candidate genes were detected in 21 co-localized QTLs. A KEGG enrichment analysis and candidate gene expression analysis indicated that Zm00001d042312 affects plant hormone signal transduction and is highly expressed in maize tassels. A haplotype analysis of Zm00001d042312 revealed three main haplotypes, with significant differences between Hap1 and Hap2. In conclusion, we propose that Zm00001d042312 is a gene that regulates maize tassel spindle length. This study has further elucidated the genetic basis of maize tassel spindle length, while also providing excellent genetic targets and germplasm resources for the genetic improvement of maize tassel spindle length and yield.
{"title":"Mining Candidate Genes for Maize Tassel Spindle Length Based on a Genome-Wide Association Analysis.","authors":"Xudong Cao, Han Lu, Zhiwen Zhao, Yujie Lian, Hui Chen, Mengfan Yu, Fan Wang, Huayue Sun, Dong Ding, Xuehai Zhang, Xiaoyang Chen, Jihua Tang","doi":"10.3390/genes15111413","DOIUrl":"10.3390/genes15111413","url":null,"abstract":"<p><p>Maize tassel spindle length is closely related to the number of pollen grains and the duration of the flowering stage, ultimately affecting maize yield and adaptations to stress conditions. In this study, 182 maize inbred lines were included in an association population. A genome-wide association study was conducted on maize tassel spindle length using the Q + K model. With <i>p</i> ≤ 1.0 × 10<sup>-4</sup> applied as the significance threshold, 240 SNPs significantly associated with tassel spindle length were detected, which were associated with 99 quantitative trait loci (QTLs), with 21 QTLs detected in two or more environments. Moreover, 51 candidate genes were detected in 21 co-localized QTLs. A KEGG enrichment analysis and candidate gene expression analysis indicated that <i>Zm00001d042312</i> affects plant hormone signal transduction and is highly expressed in maize tassels. A haplotype analysis of <i>Zm00001d042312</i> revealed three main haplotypes, with significant differences between Hap1 and Hap2. In conclusion, we propose that <i>Zm00001d042312</i> is a gene that regulates maize tassel spindle length. This study has further elucidated the genetic basis of maize tassel spindle length, while also providing excellent genetic targets and germplasm resources for the genetic improvement of maize tassel spindle length and yield.</p>","PeriodicalId":12688,"journal":{"name":"Genes","volume":"15 11","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11593375/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142727836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: The plant hormone cytokinin is a conserved regulator of plant development. LONELY GUY (LOG) proteins are pivotal in cytokinin biosynthesis. However, their origin, evolutionary history, and enzymatic characteristics remain largely uncharacterized.
Methods: To elucidate LOG family evolution history and protein motif composition, we conducted phylogenetic and motif analyses encompassing representative species across the whole green plant lineage. Catalytic activity and structure analysis were conducted to thoroughly characterize the LOG proteins.
Results: Our phylogeny showed that LOG proteins could be divided into five groups and revealed three major duplication events giving rise to four distinct groups of vascular LOG proteins. LOG proteins share a conserved structure characterized by a canonical motif arrangement comprising motifs 1, 2, 3, 4, 5, 6, and 7. Two significant changes in LOG motif composition occurred during the transition to land plants: the emergence of motif 3 in charophyte LOG sequences and the subsequent acquisition of motif 8 at the C-terminus of LOG proteins. Enzymatic assays demonstrated that LOG proteins can be classified into two groups based on their enzyme activity. One group act as cytokinin riboside 5'-monophosphate phosphoribohydrolase and primarily convert iPRMP to iP, while the other group act as 5'-ribonucleotide phosphohydrolase, and preferentially produce iPR from the same substrates. TaLOG5-4A1, TaLOG5-4A2, TaLOG5-5B2, and TaLOG5-D1 shared conserved residues in the critical motif and were predicted to have similar protein structures, but displayed distinct enzymatic activities.
Conclusions: Our findings provide a comprehensive overview of LOG protein phylogeny and lay a foundation for further investigations into their functional diversification.
{"title":"Evolutionary Analysis and Catalytic Function of LOG Proteins in Plants.","authors":"Chunjie Zhao, Huanran Yin, Yuqi Li, Jiacheng Zhou, Siteng Bi, Wenhao Yan, Yunzhen Li","doi":"10.3390/genes15111420","DOIUrl":"10.3390/genes15111420","url":null,"abstract":"<p><strong>Background: </strong>The plant hormone cytokinin is a conserved regulator of plant development. LONELY GUY (LOG) proteins are pivotal in cytokinin biosynthesis. However, their origin, evolutionary history, and enzymatic characteristics remain largely uncharacterized.</p><p><strong>Methods: </strong>To elucidate LOG family evolution history and protein motif composition, we conducted phylogenetic and motif analyses encompassing representative species across the whole green plant lineage. Catalytic activity and structure analysis were conducted to thoroughly characterize the LOG proteins.</p><p><strong>Results: </strong>Our phylogeny showed that LOG proteins could be divided into five groups and revealed three major duplication events giving rise to four distinct groups of vascular LOG proteins. LOG proteins share a conserved structure characterized by a canonical motif arrangement comprising motifs 1, 2, 3, 4, 5, 6, and 7. Two significant changes in LOG motif composition occurred during the transition to land plants: the emergence of motif 3 in charophyte LOG sequences and the subsequent acquisition of motif 8 at the C-terminus of LOG proteins. Enzymatic assays demonstrated that LOG proteins can be classified into two groups based on their enzyme activity. One group act as cytokinin riboside 5'-monophosphate phosphoribohydrolase and primarily convert iPRMP to iP, while the other group act as 5'-ribonucleotide phosphohydrolase, and preferentially produce iPR from the same substrates. TaLOG5-4A1, TaLOG5-4A2, TaLOG5-5B2, and TaLOG5-D1 shared conserved residues in the critical motif and were predicted to have similar protein structures, but displayed distinct enzymatic activities.</p><p><strong>Conclusions: </strong>Our findings provide a comprehensive overview of LOG protein phylogeny and lay a foundation for further investigations into their functional diversification.</p>","PeriodicalId":12688,"journal":{"name":"Genes","volume":"15 11","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11593424/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142727828","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mafalda Bessa-Gonçalves, João Paulo Brás, Tito Teles Jesus, Hugo Prazeres, Paula Soares, João Vinagre
Background: The screening of TERT promoter (TERTp) mutations is essential in cancer research and diagnostics, due to its prevalence in tumours associated with low self-renewal rates. TERTmonitor is a diagnosis kit primarily designed for real-time qPCR qualitative detection of -124C>T and -146C>T TERTp mutations, which are highly prevalent in several malignancies, particularly in bladder carcinoma.
Objective: This study aims to investigate TERTmonitor performance in droplet digital PCR (ddPCR) in urine samples from bladder cancer patients.
Methods: A total of 45 urine samples were examined by real-time qPCR and ddPCR techniques, and their performances were compared.
Results: TERTmonitor had similar performance in both real-time qPCR and ddPCR platforms. Specifically, the methods exhibited a concordance rate of 95.45% and 90% for -124C>T and -146C>T mutations, respectively. Importantly, an enhanced sensitivity in certain scenarios was exhibited by ddPCR when compared to real-time qPCR, detecting mutations that the latter failed to identify in approximately 4.55% and 10% of the samples for -124C>T and -146C>T mutations, respectively. This enhanced sensitivity of ddPCR was particularly evident in samples with low-frequency mutations.
Conclusions: The findings highlight the usefulness of TERTmonitor for cancer surveillance either in real-time qPCR or ddPCR platforms.
{"title":"TERTmonitor Efficacy and Performance in Detecting Mutations by Droplet Digital PCR.","authors":"Mafalda Bessa-Gonçalves, João Paulo Brás, Tito Teles Jesus, Hugo Prazeres, Paula Soares, João Vinagre","doi":"10.3390/genes15111424","DOIUrl":"10.3390/genes15111424","url":null,"abstract":"<p><strong>Background: </strong>The screening of TERT promoter (<i>TERTp</i>) mutations is essential in cancer research and diagnostics, due to its prevalence in tumours associated with low self-renewal rates. TERTmonitor is a diagnosis kit primarily designed for real-time qPCR qualitative detection of -124C>T and -146C>T <i>TERTp</i> mutations, which are highly prevalent in several malignancies, particularly in bladder carcinoma.</p><p><strong>Objective: </strong>This study aims to investigate TERTmonitor performance in droplet digital PCR (ddPCR) in urine samples from bladder cancer patients.</p><p><strong>Methods: </strong>A total of 45 urine samples were examined by real-time qPCR and ddPCR techniques, and their performances were compared.</p><p><strong>Results: </strong>TERTmonitor had similar performance in both real-time qPCR and ddPCR platforms. Specifically, the methods exhibited a concordance rate of 95.45% and 90% for -124C>T and -146C>T mutations, respectively. Importantly, an enhanced sensitivity in certain scenarios was exhibited by ddPCR when compared to real-time qPCR, detecting mutations that the latter failed to identify in approximately 4.55% and 10% of the samples for -124C>T and -146C>T mutations, respectively. This enhanced sensitivity of ddPCR was particularly evident in samples with low-frequency mutations.</p><p><strong>Conclusions: </strong>The findings highlight the usefulness of TERTmonitor for cancer surveillance either in real-time qPCR or ddPCR platforms.</p>","PeriodicalId":12688,"journal":{"name":"Genes","volume":"15 11","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11594489/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142727942","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Astilbe, consisting of about 18 species, is distributed throughout East Asia and Northeastern America, and most Astilbe species are widely cultivated as ornamental plants. A total of four species of Astilbe have been confirmed to be distributed throughout Korea, two of which are endemic to Korea.
Methods: In this study, we sequenced and assembled the complete chloroplast genomes of two endemic Korean plants using Illumina sequencing technology, identified simple sequence repeats (SSRs) and repetitive sequences, and compared them with three previously reported chloroplast genomes.
Results: The chloroplast genomes of the two species were 156,968 and 57,142 bp in length and had a four-part circular structure. They consisted of a large single-copy region of 87,223 and 87,272 bp and a small single-copy region of 18,167 and 18,138 bp, separated by a pair of inverted repeats (IRa and IRb, 25,789 and 25,866 bp). The genomes contained 130 genes, 49 SSRs, and 49 long repetitive sequences. Comparative analysis with the chloroplast genomes of five Astilbe species indicated that A. uljinensis was closely related to A. chinensis and A. taquetii to A. koreana.
Conclusions: This study provides valuable references for the identification of two endemic Korean Astilbe species and contributes to a deeper understanding of the phylogeny and evolution of the genus Astilbe.
背景:天人菊约有 18 个种,分布于东亚和美洲东北部,大多数天人菊种被广泛栽培为观赏植物。经证实,韩国共分布有四种天人菊,其中两种为韩国特有种:在这项研究中,我们利用 Illumina 测序技术测序并组装了两种韩国特有植物的完整叶绿体基因组,鉴定了简单序列重复序列(SSR)和重复序列,并将其与之前报道的三个叶绿体基因组进行了比较:结果:这两个物种的叶绿体基因组长度分别为 156 968 和 57 142 bp,具有四部分环状结构。它们由一个分别为 87,223 和 87,272 bp 的大的单拷贝区和一个分别为 18,167 和 18,138 bp 的小的单拷贝区组成,中间由一对倒置重复序列(IRa 和 IRb,25,789 和 25,866 bp)隔开。基因组包含 130 个基因、49 个 SSR 和 49 个长重复序列。与五种天人菊叶绿体基因组的比较分析表明,A. uljinensis 与 A. chinensis 关系密切,A. taquetii 与 A. koreana 关系密切:本研究为鉴定两个韩国特有的天人菊物种提供了有价值的参考,有助于加深对天人菊属系统发育和进化的理解。
{"title":"Comparison of the Complete Chloroplast Genomes of <i>Astilbe</i>: Two Korean Endemic Plant Species.","authors":"Sang-Chul Kim, Beom Kyun Park, Hyuk-Jin Kim","doi":"10.3390/genes15111410","DOIUrl":"10.3390/genes15111410","url":null,"abstract":"<p><strong>Background: </strong><i>Astilbe</i>, consisting of about 18 species, is distributed throughout East Asia and Northeastern America, and most <i>Astilbe</i> species are widely cultivated as ornamental plants. A total of four species of <i>Astilbe</i> have been confirmed to be distributed throughout Korea, two of which are endemic to Korea.</p><p><strong>Methods: </strong>In this study, we sequenced and assembled the complete chloroplast genomes of two endemic Korean plants using Illumina sequencing technology, identified simple sequence repeats (SSRs) and repetitive sequences, and compared them with three previously reported chloroplast genomes.</p><p><strong>Results: </strong>The chloroplast genomes of the two species were 156,968 and 57,142 bp in length and had a four-part circular structure. They consisted of a large single-copy region of 87,223 and 87,272 bp and a small single-copy region of 18,167 and 18,138 bp, separated by a pair of inverted repeats (IRa and IRb, 25,789 and 25,866 bp). The genomes contained 130 genes, 49 SSRs, and 49 long repetitive sequences. Comparative analysis with the chloroplast genomes of five <i>Astilbe</i> species indicated that <i>A. uljinensis</i> was closely related to <i>A. chinensis</i> and <i>A. taquetii</i> to <i>A. koreana</i>.</p><p><strong>Conclusions: </strong>This study provides valuable references for the identification of two endemic Korean <i>Astilbe</i> species and contributes to a deeper understanding of the phylogeny and evolution of the genus <i>Astilbe</i>.</p>","PeriodicalId":12688,"journal":{"name":"Genes","volume":"15 11","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11593540/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142727771","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sajjad Sajjad, Muhammad Islam, Khushi Muhammad, Sajid-Ul Ghafoor, Irfan Ullah, Asif Khan, Muhammad Siraj, Abdulwahed Fahad Alrefaei, Jawad Ali Shah, Sajid Ali
Background/Objectives: The current research work aimed to evaluate the cryptic walnut genotypes of the Hazara region in Pakistan by using DNA barcoding and phylogenetic analysis. Methods: Based on morphological traits such as nut size, nut shape, and the number of leaflets, five genotypes were chosen and samples were collected for the current study. For molecular analysis, gDNA was isolated from the fresh leaves, and the five most effective angiosperm-specific markers, ITS2, rbcLa, rbcLc, rpoC1, and UBE3, were utilized. Based on amplification, sequencing, and identification success rates, ITS2 and UBE3 were recorded as the most efficient markers followed by rbcLa, rbcLc, and rpoC1. Results: During phylogenetic analysis, the query genotype-1 based on ITS2 and genotype-2 based on UBE3 clustered with (KF454101.1-Juglans regia) and (KC870919.1-J. regia) with bootstraps of 56 and 100, respectively. Genotype-3 based on rbcla clustered in a major clade with J. regia L., cultivars (MN397935.1 J. regia 'Vina') and (MN397934.1-J. regia 'Serr'), (MN397933.1 J. regia 'Pedro'), (MN397932.1 J. regia 'Lara'), (MN397931.1 J. regia 'Howard'), and (MN397930.1 J. regia 'Hartley') with bootstrap of 100. Meanwhile, genotype-4 and genotype-5 based on rbclc and rpoC1 clustered with (MN397935.1 J. regia 'Vina') and (MN397934.1 J. regia 'Serr'), across the database sequences. To clarify the taxonomic status of cryptic walnut genotypes, it is necessary to combine diverse DNA barcodes. The results of ITS2 and UBE3, followed by rbcL barcoding markers, are promising taxonomic tools for cryptic walnut genotypes in Pakistan. Conclusions: It has been determined that the genotypes of walnuts in the study area are both J. regia L. and its cultivars and that the accuracy of discrimination regarding the genus Juglans L. is greater than 90%. The reported DNA barcodes are recommended for the correct identification and genetic evaluation of Juglans taxa and its population.
背景/目标:目前的研究工作旨在利用 DNA 条形码和系统发育分析评估巴基斯坦哈扎拉地区的隐性核桃基因型。方法:根据坚果大小、坚果形状和小叶数量等形态特征,选择了五个基因型,并为本次研究采集了样本。为了进行分子分析,从鲜叶中分离出 gDNA,并利用五个最有效的被子植物特异性标记:ITS2、rbcLa、rbcLc、rpoC1 和 UBE3。根据扩增、测序和鉴定成功率,ITS2 和 UBE3 是最有效的标记,其次是 rbcLa、rbcLc 和 rpoC1。结果在系统进化分析中,基于 ITS2 的基因型-1 和基于 UBE3 的基因型-2 分别与(KF454101.1-Juglans regia)和(KC870919.1-J. regia)聚类,bootstraps 分别为 56 和 100。基于 rbcla 的基因型-3 与 J. regia L、栽培品种(MN397935.1-J. regia 'Vina')和(MN397934.1-J. regia 'Serr')、(MN397933.1-J. regia 'Pedro')、(MN397932.1-J. regia 'Lara')、(MN397931.1-J. regia 'Howard')和(MN397930.1-J. regia 'Hartley')聚成一个主支系,bootstrap 为 100。同时,在整个数据库序列中,基于 rbclc 和 rpoC1 的基因型-4 和基因型-5 与(MN397935.1 J. regia 'Vina')和(MN397934.1 J. regia 'Serr')聚类。为了明确隐性核桃基因型的分类地位,有必要结合不同的 DNA 条形码。ITS2 和 UBE3 以及 rbcL 条形码标记的结果是巴基斯坦隐性核桃基因型的有前途的分类工具。结论已确定研究地区的核桃基因型既是 J. regia L. 也是其栽培品种,对 Juglans L. 属的鉴别准确率超过 90%。建议使用所报告的 DNA 条形码对胡桃类群及其种群进行正确识别和遗传评估。
{"title":"Comprehensive Evaluation of Cryptic <i>Juglans</i> Genotypes: Insight from Molecular Markers and Phylogenetic Analysis.","authors":"Sajjad Sajjad, Muhammad Islam, Khushi Muhammad, Sajid-Ul Ghafoor, Irfan Ullah, Asif Khan, Muhammad Siraj, Abdulwahed Fahad Alrefaei, Jawad Ali Shah, Sajid Ali","doi":"10.3390/genes15111417","DOIUrl":"10.3390/genes15111417","url":null,"abstract":"<p><p><b>Background/Objectives:</b> The current research work aimed to evaluate the cryptic walnut genotypes of the Hazara region in Pakistan by using DNA barcoding and phylogenetic analysis. <b>Methods:</b> Based on morphological traits such as nut size, nut shape, and the number of leaflets, five genotypes were chosen and samples were collected for the current study. For molecular analysis, gDNA was isolated from the fresh leaves, and the five most effective angiosperm-specific markers, ITS2, <i>rbcLa</i>, <i>rbcLc</i>, <i>rpoC1</i>, and <i>UBE3</i>, were utilized. Based on amplification, sequencing, and identification success rates, ITS2 and <i>UBE3</i> were recorded as the most efficient markers followed by <i>rbcLa</i>, <i>rbcLc,</i> and <i>rpoC1</i>. <b>Results:</b> During phylogenetic analysis, the query genotype-1 based on ITS2 and genotype-2 based on <i>UBE3</i> clustered with (KF454101.1-<i>Juglans regia</i>) and (KC870919.1-<i>J. regia</i>) with bootstraps of 56 and 100, respectively. Genotype-3 based on <i>rbcla</i> clustered in a major clade with <i>J. regia</i> L., cultivars (MN397935.1 <i>J. regia</i> 'Vina') and (MN397934.1-<i>J. regia</i> 'Serr'), (MN397933.1 <i>J. regia</i> 'Pedro'), (MN397932.1 <i>J. regia</i> 'Lara'), (MN397931.1 <i>J. regia</i> 'Howard'), and (MN397930.1 <i>J. regia</i> 'Hartley') with bootstrap of 100. Meanwhile, genotype-4 and genotype-5 based on <i>rbclc</i> and <i>rpoC1</i> clustered with (MN397935.1 <i>J. regia</i> 'Vina') and (MN397934.1 <i>J. regia</i> 'Serr'), across the database sequences. To clarify the taxonomic status of cryptic walnut genotypes, it is necessary to combine diverse DNA barcodes. The results of ITS2 and <i>UBE3</i>, followed by <i>rbcL</i> barcoding markers, are promising taxonomic tools for cryptic walnut genotypes in Pakistan. <b>Conclusions:</b> It has been determined that the genotypes of walnuts in the study area are both <i>J. regia</i> L. and its cultivars and that the accuracy of discrimination regarding the genus <i>Juglans</i> L. is greater than 90%. The reported DNA barcodes are recommended for the correct identification and genetic evaluation of <i>Juglans</i> taxa and its population.</p>","PeriodicalId":12688,"journal":{"name":"Genes","volume":"15 11","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11593677/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142727804","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Ulcerative colitis is a chronic inflammatory disease affecting the colon. During chronic inflammation of epithelial cells, lipid metabolism via pro-inflammatory eicosanoids is known to modify the immune response.
Methods: Starting from the Mammalian Metabolic Database, the expression of metabolic enzymes was investigated in two independent cohorts from transcriptome datasets GSE38713 and GSE11223, which analyzed ulcerative colitis tissue samples from the digestive tract.
Results: In the first cohort, 145 differentially expressed enzymes were identified as significantly regulated between ulcerative colitis tissues and normal controls. Overexpressed enzymes were selected to tune an Elastic Net model in the second cohort. Using the best parameters, the model achieved a prediction accuracy for ulcerative colitis with an area under the curve (AUC) of 0.79. Twenty-two metabolic enzymes were found to be commonly overexpressed in both independent cohorts, with decreasing Elastic Net predictive coefficients as follows: LIPG (3.98), PSAT1 (3.69), PGM3 (2.74), CD38 (2.28), BLVRA (1.99), CBR3 (1.94), NT5DC2 (1.76), PHGDH (1.71), GPX7 (1.58), CASP1 (1.56), ASRGL1 (1.4), SOD3 (1.25), CHST2 (0.965), CHST11 (0.95), KYNU (0.94), PLAG2G7 (0.92), SRM (0.87), PTGS2 (0.80), LPIN1 (0.47), ME1 (0.31), PTGDS (0.14), and ADA (0.13). Functional enrichment analysis using the Kyoto Encyclopedia of Genes and Genomes (KEGG) database highlighted the main implications of these enzymes in cysteine and methionine metabolism (adjusted p-value = 0.01), arachidonic acid and prostaglandin metabolism (adjusted p-value = 0.01), and carbon metabolism (adjusted p-value = 0.04). A metabolic score based on the transcriptional activation of the validated twenty-two enzymes was found to be significantly greater in Ulcerative colitis samples compared to healthy donor samples (p-value = 1.52 × 10-8).
Conclusions: A metabolic expression score was established and reflects the implications of heterogeneous metabolic pathway deregulations in the digestive tract of patients with ulcerative colitis.
背景:溃疡性结肠炎是一种影响结肠的慢性炎症性疾病:溃疡性结肠炎是一种影响结肠的慢性炎症性疾病。在上皮细胞慢性炎症期间,脂质代谢通过促炎性二十烷酸改变了免疫反应:方法:从哺乳动物代谢数据库入手,研究了两个独立队列中代谢酶的表达情况,这两个队列分别来自转录组数据集 GSE38713 和 GSE11223,它们分析了来自消化道的溃疡性结肠炎组织样本:结果:在第一个队列中,鉴定出 145 种差异表达的酶在溃疡性结肠炎组织和正常对照组之间受到显著调控。在第二个队列中,选择了过度表达的酶来调整弹性网模型。利用最佳参数,该模型对溃疡性结肠炎的预测准确率达到了曲线下面积(AUC)0.79。在两个独立队列中发现,22 种代谢酶普遍存在过表达,弹性网预测系数递减如下:LIPG(3.98)、PSAT1(3.69)、PGM3(2.74)、CD38(2.28)、BLVRA(1.99)、CBR3(1.94)、NT5DC2(1.76)、PHGDH(1.71)、GPX7(1.58)、CASP1(1.56)、ASRGL1(1.4)、SOD3(1.25)、CHST2(0.965)、CHST11(0.95)、KYNU(0.94)、PLAG2G7(0.92)、SRM(0.87)、PTGS2(0.80)、LPIN1(0.47)、ME1(0.31)、PTGDS(0.14)和 ADA(0.13)。利用京都基因和基因组百科全书(KEGG)数据库进行的功能富集分析强调了这些酶在半胱氨酸和蛋氨酸代谢(调整后 p 值 = 0.01)、花生四烯酸和前列腺素代谢(调整后 p 值 = 0.01)以及碳代谢(调整后 p 值 = 0.04)中的主要作用。与健康供体样本相比,溃疡性结肠炎样本中基于已验证的 22 种酶的转录激活的代谢评分明显更高(p 值 = 1.52 × 10-8):结论:新陈代谢表达评分的建立反映了溃疡性结肠炎患者消化道中异质性新陈代谢通路失调的影响。
{"title":"Metabolic Transcriptional Activation in Ulcerative Colitis Identified Through scRNA-seq Analysis.","authors":"Christophe Desterke, Yuanji Fu, Raquel Francés, Jorge Mata-Garrido","doi":"10.3390/genes15111412","DOIUrl":"10.3390/genes15111412","url":null,"abstract":"<p><strong>Background: </strong>Ulcerative colitis is a chronic inflammatory disease affecting the colon. During chronic inflammation of epithelial cells, lipid metabolism via pro-inflammatory eicosanoids is known to modify the immune response.</p><p><strong>Methods: </strong>Starting from the Mammalian Metabolic Database, the expression of metabolic enzymes was investigated in two independent cohorts from transcriptome datasets GSE38713 and GSE11223, which analyzed ulcerative colitis tissue samples from the digestive tract.</p><p><strong>Results: </strong>In the first cohort, 145 differentially expressed enzymes were identified as significantly regulated between ulcerative colitis tissues and normal controls. Overexpressed enzymes were selected to tune an Elastic Net model in the second cohort. Using the best parameters, the model achieved a prediction accuracy for ulcerative colitis with an area under the curve (AUC) of 0.79. Twenty-two metabolic enzymes were found to be commonly overexpressed in both independent cohorts, with decreasing Elastic Net predictive coefficients as follows: LIPG (3.98), PSAT1 (3.69), PGM3 (2.74), CD38 (2.28), BLVRA (1.99), CBR3 (1.94), NT5DC2 (1.76), PHGDH (1.71), GPX7 (1.58), CASP1 (1.56), ASRGL1 (1.4), SOD3 (1.25), CHST2 (0.965), CHST11 (0.95), KYNU (0.94), PLAG2G7 (0.92), SRM (0.87), PTGS2 (0.80), LPIN1 (0.47), ME1 (0.31), PTGDS (0.14), and ADA (0.13). Functional enrichment analysis using the Kyoto Encyclopedia of Genes and Genomes (KEGG) database highlighted the main implications of these enzymes in cysteine and methionine metabolism (adjusted <i>p</i>-value = 0.01), arachidonic acid and prostaglandin metabolism (adjusted <i>p</i>-value = 0.01), and carbon metabolism (adjusted <i>p</i>-value = 0.04). A metabolic score based on the transcriptional activation of the validated twenty-two enzymes was found to be significantly greater in Ulcerative colitis samples compared to healthy donor samples (<i>p</i>-value = 1.52 × 10<sup>-8</sup>).</p><p><strong>Conclusions: </strong>A metabolic expression score was established and reflects the implications of heterogeneous metabolic pathway deregulations in the digestive tract of patients with ulcerative colitis.</p>","PeriodicalId":12688,"journal":{"name":"Genes","volume":"15 11","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11593927/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142727834","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}