Background: This study aims to investigate the causal relationships between 12 micronutrients and common chronic respiratory diseases, revealing whether these nutrients play a causative role in either preventing or exacerbating these conditions. Methods: We employed a bidirectional two-sample Mendelian randomization (MR) approach to explore the causal relationships between micronutrients and chronic respiratory diseases. Data were sourced from the IEU GWAS database, with micronutrients serving as exposure variables and chronic respiratory diseases as outcome variables for causal assessment. This was followed by reverse MR analysis, where the steps were reversed. Analytical methods included inverse-variance weighting (IVW), MR-Egger regression, and the weighted median method to correct for potential pleiotropy and reverse causality. Cochran's Q test and the MR-PRESSO method were used for pleiotropy tests to ensure robustness and reliability of the results. Results: The MR analysis revealed that the genetically predicted calcium is a protective factor for asthma (OR = 0.99, 95% CI 0.984-0.995, p < 0.01), vitamin B12 is a risk factor for asthma (OR = 1.015, 95% CI 1.005-1.024, p < 0.01), and vitamin E is a protective factor for idiopathic pulmonary fibrosis (IPF) (OR = 0.952, 95% CI 0.916-0.989, p=0.012). In the reverse MR analysis, asthma showed a potential causal relationship with calcium levels (OR = 0.829, 95% CI 0.704-0.976, p=0.025), while pneumoconiosis showed a potential risk causal relationship with calcium levels (OR = 1.003, 95% CI 1.002-1.004, p < 0.010). Additionally, pneumoconiosis was found to have a potential protective causal relationship with vitamin E levels (OR = 0.999, 95% CI 0.999-1.000, p=0.034), and sarcoidosis was found to have a potential protective causal relationship with vitamin B12 levels (OR = 0.989, 95% CI 0.979-1.000, p=0.044). Conclusion: This study shows significant causal associations among calcium, vitamin B12, and vitamin E with chronic respiratory diseases. There is a bidirectional protective causal relationship between calcium and asthma, suggesting that increasing calcium intake may reduce the risk of asthma. However, the causal relationships among other vitamins, minerals, and chronic respiratory diseases remain inconclusive, necessitating further research to validate these findings' robustness and generalizability.
背景:本研究旨在探讨12种微量营养素与常见慢性呼吸系统疾病之间的因果关系,揭示这些营养素是否在预防或加重这些疾病中起因果作用。方法:采用双向双样本孟德尔随机化(MR)方法,探讨微量营养素与慢性呼吸系统疾病之间的因果关系。数据来自IEU GWAS数据库,微量营养素作为暴露变量,慢性呼吸道疾病作为因果评估的结果变量。接下来是反向核磁共振分析,步骤颠倒过来。分析方法包括反方差加权(IVW)、MR-Egger回归和加权中位数法,以校正潜在的多效性和反向因果关系。采用Cochran’s Q检验和MR-PRESSO法进行多效性检验,以确保结果的稳健性和可靠性。结果:MR分析显示,基因预测的钙是哮喘的保护因素(OR = 0.99, 95% CI 0.984 ~ 0.995, p < 0.01),维生素B12是哮喘的危险因素(OR = 1.015, 95% CI 1.005 ~ 1.024, p < 0.01),维生素E是特发性肺纤维化(IPF)的保护因素(OR = 0.952, 95% CI 0.916 ~ 0.989, p=0.012)。在反向MR分析中,哮喘与钙水平存在潜在的因果关系(OR = 0.829, 95% CI 0.704-0.976, p=0.025),尘肺与钙水平存在潜在的风险因果关系(OR = 1.003, 95% CI 1.002-1.004, p < 0.010)。此外,尘肺病与维生素E水平存在潜在的保护性因果关系(OR = 0.999, 95% CI 0.999-1.000, p=0.034),结节病与维生素B12水平存在潜在的保护性因果关系(OR = 0.989, 95% CI 0.979-1.000, p=0.044)。结论:本研究显示钙、维生素B12和维生素E与慢性呼吸道疾病之间存在显著的因果关系。钙与哮喘之间存在双向保护性因果关系,提示增加钙摄入量可降低哮喘风险。然而,其他维生素、矿物质和慢性呼吸系统疾病之间的因果关系仍不确定,需要进一步的研究来验证这些发现的稳健性和普遍性。
{"title":"Causal Association Between 12 Micronutrients and Common Chronic Respiratory Diseases: A Bidirectional Two-Sample Mendelian Randomization Study.","authors":"Tingting Zhu, Xiuyun Chen, Qing Wang, Fang Li, Junjun Yang, Xinyu Zhu, Jingmei Wang, Jixiang Bo","doi":"10.1155/genr/7575005","DOIUrl":"10.1155/genr/7575005","url":null,"abstract":"<p><p><b>Background:</b> This study aims to investigate the causal relationships between 12 micronutrients and common chronic respiratory diseases, revealing whether these nutrients play a causative role in either preventing or exacerbating these conditions. <b>Methods:</b> We employed a bidirectional two-sample Mendelian randomization (MR) approach to explore the causal relationships between micronutrients and chronic respiratory diseases. Data were sourced from the IEU GWAS database, with micronutrients serving as exposure variables and chronic respiratory diseases as outcome variables for causal assessment. This was followed by reverse MR analysis, where the steps were reversed. Analytical methods included inverse-variance weighting (IVW), MR-Egger regression, and the weighted median method to correct for potential pleiotropy and reverse causality. Cochran's <i>Q</i> test and the MR-PRESSO method were used for pleiotropy tests to ensure robustness and reliability of the results. <b>Results:</b> The MR analysis revealed that the genetically predicted calcium is a protective factor for asthma (OR = 0.99, 95% CI 0.984-0.995, <i>p</i> < 0.01), vitamin B12 is a risk factor for asthma (OR = 1.015, 95% CI 1.005-1.024, <i>p</i> < 0.01), and vitamin E is a protective factor for idiopathic pulmonary fibrosis (IPF) (OR = 0.952, 95% CI 0.916-0.989, <i>p</i>=0.012). In the reverse MR analysis, asthma showed a potential causal relationship with calcium levels (OR = 0.829, 95% CI 0.704-0.976, <i>p</i>=0.025), while pneumoconiosis showed a potential risk causal relationship with calcium levels (OR = 1.003, 95% CI 1.002-1.004, <i>p</i> < 0.010). Additionally, pneumoconiosis was found to have a potential protective causal relationship with vitamin E levels (OR = 0.999, 95% CI 0.999-1.000, <i>p</i>=0.034), and sarcoidosis was found to have a potential protective causal relationship with vitamin B12 levels (OR = 0.989, 95% CI 0.979-1.000, <i>p</i>=0.044). <b>Conclusion:</b> This study shows significant causal associations among calcium, vitamin B12, and vitamin E with chronic respiratory diseases. There is a bidirectional protective causal relationship between calcium and asthma, suggesting that increasing calcium intake may reduce the risk of asthma. However, the causal relationships among other vitamins, minerals, and chronic respiratory diseases remain inconclusive, necessitating further research to validate these findings' robustness and generalizability.</p>","PeriodicalId":12778,"journal":{"name":"Genetics research","volume":"2025 ","pages":"7575005"},"PeriodicalIF":1.4,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12136874/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144225265","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-05-24eCollection Date: 2025-01-01DOI: 10.1155/genr/8818420
Md Anamul Haque, Md Sad Salabi Sawrav, Shipan Das Gupta, Shuvo Chandra Das, Dhirendra Nath Barman, Mohammed Mafizul Islam, Md Murad Hossain
Type 2 diabetes mellitus (T2DM) is a global health concern, particularly prevalent in low to middle-income countries like Bangladesh. This case-control study aims to explore the correlation between the ADIPOQ rs1501299 polymorphism and susceptibility to T2DM among the population of Noakhali region of Bangladesh. The study, involving 152 T2DM patients and 118 healthy controls, explores the genetic underpinnings of T2DM, considering the rising prevalence in Bangladesh. The ADIPOQ gene, implicated in diabetes development, is examined for the rs1501299 polymorphism, known for its associations with insulin resistance and T2DM in various populations. Genotyping, conducted through PCR and RFLP analysis, reveals significant deviations from Hardy-Weinberg equilibrium for the TT genotype, suggesting potential demographic influences. Clinical and biochemical characteristics, including blood pressure and lipid levels, highlight the complex interplay between genetics, metabolic outcomes and cardiovascular health in T2DM patients. This study identifies a significant association between the ADIPOQ rs1501299 T allele and increased T2DM risk, emphasizing the need for personalized risk assessment. However, ADIPOQ rs1501299 did not show any substantial association with CVD in the studied population. Despite limitations in sample size and regional focus, this study provides valuable insights into the genetic landscape of T2DM in the Noakhali population, paving the way for future research and personalized therapeutic interventions in addressing the global T2DM epidemic.
{"title":"Genetic Insights Into Type 2 Diabetes Mellitus Susceptibility: A Case-Control Study of the <i>ADIPOQ</i> rs1501299 Polymorphism in the Population of Noakhali Region of Bangladesh.","authors":"Md Anamul Haque, Md Sad Salabi Sawrav, Shipan Das Gupta, Shuvo Chandra Das, Dhirendra Nath Barman, Mohammed Mafizul Islam, Md Murad Hossain","doi":"10.1155/genr/8818420","DOIUrl":"10.1155/genr/8818420","url":null,"abstract":"<p><p>Type 2 diabetes mellitus (T2DM) is a global health concern, particularly prevalent in low to middle-income countries like Bangladesh. This case-control study aims to explore the correlation between the <i>ADIPOQ</i> rs1501299 polymorphism and susceptibility to T2DM among the population of Noakhali region of Bangladesh. The study, involving 152 T2DM patients and 118 healthy controls, explores the genetic underpinnings of T2DM, considering the rising prevalence in Bangladesh. The <i>ADIPOQ</i> gene, implicated in diabetes development, is examined for the rs1501299 polymorphism, known for its associations with insulin resistance and T2DM in various populations. Genotyping, conducted through PCR and RFLP analysis, reveals significant deviations from Hardy-Weinberg equilibrium for the TT genotype, suggesting potential demographic influences. Clinical and biochemical characteristics, including blood pressure and lipid levels, highlight the complex interplay between genetics, metabolic outcomes and cardiovascular health in T2DM patients. This study identifies a significant association between the <i>ADIPOQ</i> rs1501299 T allele and increased T2DM risk, emphasizing the need for personalized risk assessment. However, <i>ADIPOQ</i> rs1501299 did not show any substantial association with CVD in the studied population. Despite limitations in sample size and regional focus, this study provides valuable insights into the genetic landscape of T2DM in the Noakhali population, paving the way for future research and personalized therapeutic interventions in addressing the global T2DM epidemic.</p>","PeriodicalId":12778,"journal":{"name":"Genetics research","volume":"2025 ","pages":"8818420"},"PeriodicalIF":1.4,"publicationDate":"2025-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12126263/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144198936","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-05-23eCollection Date: 2025-01-01DOI: 10.1155/genr/7355474
Tian Du, Yifeng Ge, Zheng Zhou, Jun Jing, Yuming Feng, Hualong Ding, Jinzhao Ma, Bing Yao
Objectives: Cryptorchidism is a notorious innate malformation in children that always leads to oligospermatism or azoospermatism. Moreover, there is a relationship between oxidative stress and spermatogenesis dysfunction caused by cryptorchidism. Ferroptosis is associated with iron metabolism and oxidative stress as a novel form of cell death regulation, which is involved in the pathogenesis of many diseases. Hence, ferroptosis may play an important role in spermatogenesis dysfunction in case of cryptorchidism. Therefore, the purpose of this study was to identify the key ferroptosis-related genes that influence spermatogenesis in patients with cryptorchidism and provided new strategies for the prevention and treatment of spermatogenesis dysfunction in cryptorchidism patients in clinical practice. Methods: Gene expression information was downloaded from the Gene Expression Omnibus (GEO) and ArrayExpress databases. The differentially expressed genes (DEGs) were selected using the limma R package. Next, one crucial module, Maroon, was identified via Weighted Gene Coexpression Network Analysis (WGCNA). Ferroptosis-related genes were downloaded from FerrDb v2 database. GO and KEGG analyses were subsequently conducted. Moreover, these differentially expressed ferroptosis-related genes (DE-FRGs) were intersected with the DEGs of AdPlus/AdMinus. Two key genes most closely associated with spermatogenesis dysfunction in cases of cryptorchidism were subsequently identified. Furthermore, immunohistochemistry (IHC) and Receiver Operating Characteristic (ROC) analyses were conducted to validate our conclusions. Finally, miRWalk3.0 and TargetScan were used to predict the pivotal target microRNAs. Results: One critical module and two hub genes that are strongly related to the pathogenesis of spermatogenesis dysfunction in patients with cryptorchidism were identified. Gene Set Enrichment Analysis, ROC and IHC analyses were conducted and the results revealed that BRDT and PARP11 might play critical roles in spermatogenesis dysfunction in patients with cryptorchidism. Conclusion: Our study identified two ferroptosis-related genes, BRDT and PARP11 might play a role in the pathogenesis of spermatogenesis dysfunction in patients with cryptorchidism, which provided a novel perspective for the prevention and treatment of spermatogenesis dysfunction in patients with cryptorchidism in clinical practice.
目的:隐睾是一种儿童先天性畸形,常导致少精症或无精症。此外,氧化应激与隐睾引起的精子发生功能障碍之间存在一定的关系。铁下垂与铁代谢和氧化应激有关,是一种新的细胞死亡调控形式,参与许多疾病的发病机制。因此,铁下垂可能在隐睾患者精子发生功能障碍中起重要作用。因此,本研究的目的是发现影响隐睾患者精子发生的关键凋亡相关基因,为临床治疗隐睾患者精子发生功能障碍提供新的策略。方法:从Gene expression Omnibus (GEO)和ArrayExpress数据库中下载基因表达信息。采用limma R包筛选差异表达基因(deg)。接下来,通过加权基因共表达网络分析(WGCNA)鉴定出一个关键模块Maroon。从FerrDb v2数据库中下载嗜铁相关基因。随后进行GO和KEGG分析。此外,这些差异表达的衰铁相关基因(DE-FRGs)与AdPlus/AdMinus的DEGs相交。随后确定了与隐睾患者精子发生功能障碍最密切相关的两个关键基因。此外,免疫组织化学(IHC)和受试者工作特征(ROC)分析验证了我们的结论。最后,使用miRWalk3.0和TargetScan预测关键靶microrna。结果:鉴定出一个关键模块和两个枢纽基因与隐睾患者精子发生功能障碍的发病机制密切相关。通过基因集富集分析、ROC和IHC分析,结果显示BRDT和PARP11可能在隐睾患者精子发生功能障碍中起关键作用。结论:我们的研究发现了两个凋亡相关基因BRDT和PARP11可能在隐睾患者精子发生功能障碍的发病机制中发挥作用,为临床治疗隐睾患者精子发生功能障碍的预防和治疗提供了新的视角。
{"title":"Identification of Ferroptosis-Related Genes Associated With Cryptorchidism via Bioinformatics and Experimental Verification.","authors":"Tian Du, Yifeng Ge, Zheng Zhou, Jun Jing, Yuming Feng, Hualong Ding, Jinzhao Ma, Bing Yao","doi":"10.1155/genr/7355474","DOIUrl":"10.1155/genr/7355474","url":null,"abstract":"<p><p><b>Objectives:</b> Cryptorchidism is a notorious innate malformation in children that always leads to oligospermatism or azoospermatism. Moreover, there is a relationship between oxidative stress and spermatogenesis dysfunction caused by cryptorchidism. Ferroptosis is associated with iron metabolism and oxidative stress as a novel form of cell death regulation, which is involved in the pathogenesis of many diseases. Hence, ferroptosis may play an important role in spermatogenesis dysfunction in case of cryptorchidism. Therefore, the purpose of this study was to identify the key ferroptosis-related genes that influence spermatogenesis in patients with cryptorchidism and provided new strategies for the prevention and treatment of spermatogenesis dysfunction in cryptorchidism patients in clinical practice. <b>Methods:</b> Gene expression information was downloaded from the Gene Expression Omnibus (GEO) and ArrayExpress databases. The differentially expressed genes (DEGs) were selected using the limma R package. Next, one crucial module, Maroon, was identified via Weighted Gene Coexpression Network Analysis (WGCNA). Ferroptosis-related genes were downloaded from FerrDb v2 database. GO and KEGG analyses were subsequently conducted. Moreover, these differentially expressed ferroptosis-related genes (DE-FRGs) were intersected with the DEGs of AdPlus/AdMinus. Two key genes most closely associated with spermatogenesis dysfunction in cases of cryptorchidism were subsequently identified. Furthermore, immunohistochemistry (IHC) and Receiver Operating Characteristic (ROC) analyses were conducted to validate our conclusions. Finally, miRWalk3.0 and TargetScan were used to predict the pivotal target microRNAs. <b>Results:</b> One critical module and two hub genes that are strongly related to the pathogenesis of spermatogenesis dysfunction in patients with cryptorchidism were identified. Gene Set Enrichment Analysis, ROC and IHC analyses were conducted and the results revealed that BRDT and PARP11 might play critical roles in spermatogenesis dysfunction in patients with cryptorchidism. <b>Conclusion:</b> Our study identified two ferroptosis-related genes, BRDT and PARP11 might play a role in the pathogenesis of spermatogenesis dysfunction in patients with cryptorchidism, which provided a novel perspective for the prevention and treatment of spermatogenesis dysfunction in patients with cryptorchidism in clinical practice.</p>","PeriodicalId":12778,"journal":{"name":"Genetics research","volume":"2025 ","pages":"7355474"},"PeriodicalIF":1.4,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12124929/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144198937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-05-19eCollection Date: 2025-01-01DOI: 10.1155/genr/2237539
Di Cui, Wenye Yang, Bo Guan, Wenxu Wu, Wenjiang Yu
Background: Clear cell renal cell carcinoma (ccRCC) is the most common and highly malignant subtype of renal cancer, characterized by significant lipid deposition. Research has indicated that its growth and metastasis are closely associated with fatty acid metabolism. Methods: In this study, we integrated TCGA transcriptome data, CPTAC proteomics data, and the single-cell dataset GSE152938 to identify differentially expressed genes related to fatty acid metabolism in ccRCC. Using the LASSO algorithm, we constructed a prognostic model based on these genes. Western blot and PCR analyses confirmed the expression levels of the ECI2 in ccRCC, while lentiviral transduction was used to investigate the effects of ECI2 expression on tumor biological behaviors. Results: Our findings demonstrated that ECI2 expression is downregulated in ccRCC, and lower ECI2 levels correlate with better patient prognosis. Functional assays showed that overexpression of ECI2 significantly inhibited the proliferation and migration of ccRCC cells and increased their sensitivity to the chemotherapeutic drug oxaliplatin. Conclusion: This study highlights the potential tumor-suppressive role of ECI2 in ccRCC and suggests its viability as a diagnostic and therapeutic target.
{"title":"Identification of <i>ECI2</i> as Potential Prognostic Biomarkers Based on a Fatty Acid Metabolism-Related Gene Model in Clear Cell Renal Cell Carcinoma.","authors":"Di Cui, Wenye Yang, Bo Guan, Wenxu Wu, Wenjiang Yu","doi":"10.1155/genr/2237539","DOIUrl":"10.1155/genr/2237539","url":null,"abstract":"<p><p><b>Background:</b> Clear cell renal cell carcinoma (ccRCC) is the most common and highly malignant subtype of renal cancer, characterized by significant lipid deposition. Research has indicated that its growth and metastasis are closely associated with fatty acid metabolism. <b>Methods:</b> In this study, we integrated TCGA transcriptome data, CPTAC proteomics data, and the single-cell dataset GSE152938 to identify differentially expressed genes related to fatty acid metabolism in ccRCC. Using the LASSO algorithm, we constructed a prognostic model based on these genes. Western blot and PCR analyses confirmed the expression levels of the <i>ECI2</i> in ccRCC, while lentiviral transduction was used to investigate the effects of <i>ECI2</i> expression on tumor biological behaviors. <b>Results:</b> Our findings demonstrated that <i>ECI2</i> expression is downregulated in ccRCC, and lower <i>ECI2</i> levels correlate with better patient prognosis. Functional assays showed that overexpression of <i>ECI2</i> significantly inhibited the proliferation and migration of ccRCC cells and increased their sensitivity to the chemotherapeutic drug oxaliplatin. <b>Conclusion:</b> This study highlights the potential tumor-suppressive role of <i>ECI2</i> in ccRCC and suggests its viability as a diagnostic and therapeutic target.</p>","PeriodicalId":12778,"journal":{"name":"Genetics research","volume":"2025 ","pages":"2237539"},"PeriodicalIF":1.4,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12105886/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144157890","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-05-18eCollection Date: 2025-01-01DOI: 10.1155/genr/6104753
Qi Guo, Guang-Hong Huang, Pu Chen, Chao Guo
Backgrounds: Serine hydroxy methyltransferase 2 (SHMT2) exerts an essential function in the cellular serine/glycine biosynthesis and one-carbon metabolism. Accumulative evidence revealed that SHMT2 was involved in cancer initiation and development in several types of carcinomas such as glioma, intrahepatic cholangiocarcinoma and colorectal cancer. However, expression and role of SHMT2 in lung adenocarcinoma (LUAD) had not been fully investigated. Methods: Transcriptional information of SHMT2 was retrieved from TCGA database. mRNA and protein expression of SHMT2 were analyzed in LUAD tissues alongside adjacent normal lung tissues using quantitative RT-PCR and immunohistochemical staining. The prognostic significance of SHMT2 in LUAD was assessed through both univariate and multivariate statistical analyses. Results: SHMT2 was higher in LUAD tissues than that in adjacent lung tissues on transcriptional level, mRNA level, and protein level. Elevated SHMT2 protein levels were associated with increased tumor size, positive lymph node metastasis, and more advanced TNM stages. LUAD patients with high SHMT2 level had worse prognosis. Conclusions: Our research indicated that elevated SHMT2 expression is strongly linked to adverse clinical characteristics and poor prognosis in LUAD patients. Consequently, SHMT2 may represent a novel prognosis marker and a promising therapeutic target regarding the treatment of LUAD.
{"title":"Upregulated Expression of SHMT2 Predicts Poor Survival of Lung Adenocarcinoma.","authors":"Qi Guo, Guang-Hong Huang, Pu Chen, Chao Guo","doi":"10.1155/genr/6104753","DOIUrl":"10.1155/genr/6104753","url":null,"abstract":"<p><p><b>Backgrounds:</b> Serine hydroxy methyltransferase 2 (SHMT2) exerts an essential function in the cellular serine/glycine biosynthesis and one-carbon metabolism. Accumulative evidence revealed that SHMT2 was involved in cancer initiation and development in several types of carcinomas such as glioma, intrahepatic cholangiocarcinoma and colorectal cancer. However, expression and role of SHMT2 in lung adenocarcinoma (LUAD) had not been fully investigated. <b>Methods:</b> Transcriptional information of SHMT2 was retrieved from TCGA database. mRNA and protein expression of SHMT2 were analyzed in LUAD tissues alongside adjacent normal lung tissues using quantitative RT-PCR and immunohistochemical staining. The prognostic significance of SHMT2 in LUAD was assessed through both univariate and multivariate statistical analyses. <b>Results:</b> SHMT2 was higher in LUAD tissues than that in adjacent lung tissues on transcriptional level, mRNA level, and protein level. Elevated SHMT2 protein levels were associated with increased tumor size, positive lymph node metastasis, and more advanced TNM stages. LUAD patients with high SHMT2 level had worse prognosis. <b>Conclusions:</b> Our research indicated that elevated SHMT2 expression is strongly linked to adverse clinical characteristics and poor prognosis in LUAD patients. Consequently, SHMT2 may represent a novel prognosis marker and a promising therapeutic target regarding the treatment of LUAD.</p>","PeriodicalId":12778,"journal":{"name":"Genetics research","volume":"2025 ","pages":"6104753"},"PeriodicalIF":1.4,"publicationDate":"2025-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12103952/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144157919","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-05-18eCollection Date: 2025-01-01DOI: 10.1155/genr/5887056
Jie Jiao, Honglei Wang, Danping Sun, Wenbin Yu
Introduction: The relationship between autoimmune diseases and cancer risk has been increasingly studied. Colorectal cancer, a common malignancy with high morbidity and mortality, has been closely linked to inflammatory bowel disease (IBD) in previous research. However, the association and pathogenesis between primary sclerosing cholangitis (PSC) in autoimmune diseases and colorectal cancer remain incompletely understood. Our study directly investigated the relationship between PSC and colorectal cancer, excluding the influence of IBD, and provided new insights into this association. Methods: Mendelian randomization (MR) analysis was first used to investigate the potential causal relationship between PSC and colorectal cancer. Sensitivity analyses were performed to verify the reliability of the MR results. Transcriptomic data were then analyzed based on the Cancer Genome Atlas (TCGA) and the Gene Expression Omnibus (GEO) database, combined with clinical prognostic data for the final identification of core differential genes. Results: MR analysis demonstrated that genetic susceptibility to PSC was associated with an increased risk of colorectal cancer in a European population cohort (ratio: 1.038, 95% confidence interval: 1.016-1.060, and p < 0.001). Furthermore, sensitivity analyses confirmed the robustness of the MR results. Univariate and multivariate Cox analyses identified five core genes: NEDD4L, PPP1R1A, NRG1, KCNJ16, and NECAB2. Patients grouped according to high or low expression of NRG1 showed significant differences in their prognosis (p < 0.001). Conclusion: Our MR study provides evidence that genetic susceptibility to PSC is significantly associated with an increased risk of colorectal cancer in European populations. Analysis of transcriptomic data suggests that NRG1 can be used as a novel biomarker to predict patient prognosis when colorectal cancer and PSC coexist.
{"title":"Investigating the Causality and Pathogenesis of Primary Sclerosing Cholangitis in Colorectal Cancer Through Mendelian Randomization and Bioinformatics.","authors":"Jie Jiao, Honglei Wang, Danping Sun, Wenbin Yu","doi":"10.1155/genr/5887056","DOIUrl":"10.1155/genr/5887056","url":null,"abstract":"<p><p><b>Introduction:</b> The relationship between autoimmune diseases and cancer risk has been increasingly studied. Colorectal cancer, a common malignancy with high morbidity and mortality, has been closely linked to inflammatory bowel disease (IBD) in previous research. However, the association and pathogenesis between primary sclerosing cholangitis (PSC) in autoimmune diseases and colorectal cancer remain incompletely understood. Our study directly investigated the relationship between PSC and colorectal cancer, excluding the influence of IBD, and provided new insights into this association. <b>Methods:</b> Mendelian randomization (MR) analysis was first used to investigate the potential causal relationship between PSC and colorectal cancer. Sensitivity analyses were performed to verify the reliability of the MR results. Transcriptomic data were then analyzed based on the Cancer Genome Atlas (TCGA) and the Gene Expression Omnibus (GEO) database, combined with clinical prognostic data for the final identification of core differential genes. <b>Results:</b> MR analysis demonstrated that genetic susceptibility to PSC was associated with an increased risk of colorectal cancer in a European population cohort (ratio: 1.038, 95% confidence interval: 1.016-1.060, and <i>p</i> < 0.001). Furthermore, sensitivity analyses confirmed the robustness of the MR results. Univariate and multivariate Cox analyses identified five core genes: NEDD4L, PPP1R1A, NRG1, KCNJ16, and NECAB2. Patients grouped according to high or low expression of NRG1 showed significant differences in their prognosis (<i>p</i> < 0.001). <b>Conclusion:</b> Our MR study provides evidence that genetic susceptibility to PSC is significantly associated with an increased risk of colorectal cancer in European populations. Analysis of transcriptomic data suggests that NRG1 can be used as a novel biomarker to predict patient prognosis when colorectal cancer and PSC coexist.</p>","PeriodicalId":12778,"journal":{"name":"Genetics research","volume":"2025 ","pages":"5887056"},"PeriodicalIF":1.4,"publicationDate":"2025-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12103968/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144157918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-19eCollection Date: 2024-01-01DOI: 10.1155/genr/5148918
Beina Liu, Rong Wang, Ying He
Purpose: The transcriptional regulatory factors binding to the polymorphic site C-1888T in the promoter region of the palate, lung, and nasal epithelium clone (PLUNC) gene were identified to investigate whether the C-1888T polymorphic site affects the transcriptional regulation and function of PLUNC gene. Materials and Methods: Three genotypes of C-1888T polymorphic locus were screened from established nasopharyngeal carcinoma (NPC) cells, and the mRNA expression levels of PLUNC gene in different genotypes were detected. The respective transcription factors that were more likely to bind with A or G in SNP were predicted by biological information and preliminarily verified in vitro by gel electrophoresis migration rate analysis. Ulteriorly, the NPC cell lines were analyzed through chromatin immunoprecipitation combined with PCR amplification to confirm that the transcription factors could bind to the PLUNC gene promoter. Results: The cell lines 5-8F, 6-10B, CNE1, and CNE2 were heterozygous CT type, SUNE1 was homozygous CC type, and C666-1 was homozygous TT type. The expression of PLUNC gene was significantly different among all cell lines (F = 33.844, p < 0.001), and the gene expression level of CC type was significantly lower than TT type (p < 0.001). Gel electrophoresis mobility analysis confirmed that the transcription factors XFD3 and EVI1 could bind to the PLUNC gene promoter when the SNP was A and G, respectively. PCR amplification combined with chromatin immunoprecipitation showed that EVI1 could bind to the DNA fragment of the promoter region of PLUNC gene in SUNE1 NPC cells. Conclusion: The transcription factors XFD3 and EVI1 may be involved in the transcriptional regulation of PLUNC gene, and EVI1 can bind to the promoter region of PLUNC gene in SUNE1 NPC cells, thus associated with the susceptibility/risk of NPC.
目的:鉴定腭、肺、鼻上皮克隆(PLUNC)基因启动子区C-1888T多态性位点结合的转录调控因子,探讨C-1888T多态性位点是否影响PLUNC基因的转录调控和功能。材料与方法:从已建立的鼻咽癌(NPC)细胞中筛选C-1888T多态性位点的3个基因型,检测不同基因型中PLUNC基因的mRNA表达水平。通过生物学信息预测SNP中更容易与A或G结合的转录因子,并在体外通过凝胶电泳迁移率分析进行初步验证。最后,通过染色质免疫沉淀结合PCR扩增对鼻咽癌细胞株进行分析,证实转录因子可以结合到PLUNC基因启动子上。结果:细胞系5-8F、6-10B、CNE1、CNE2为杂合子CT型,SUNE1为纯合子CC型,C666-1为纯合子TT型。各细胞系间PLUNC基因表达量差异有统计学意义(F = 33.844, p < 0.001), CC型细胞的基因表达量显著低于TT型细胞(p < 0.001)。凝胶电泳迁移率分析证实,当SNP为A和G时,转录因子XFD3和EVI1可以结合到PLUNC基因启动子上。PCR扩增结合染色质免疫沉淀发现,EVI1可以结合SUNE1鼻咽癌细胞中PLUNC基因启动子区的DNA片段。结论:转录因子XFD3和EVI1可能参与了PLUNC基因的转录调控,EVI1可结合SUNE1型鼻咽癌细胞中PLUNC基因的启动子区域,从而与鼻咽癌的易感性/风险相关。
{"title":"A Preliminary Study on Transcriptional Regulation of SNP Site C-1888T in the Promoter Region of Human PLUNC Gene and Nasopharyngeal Carcinoma Susceptibility.","authors":"Beina Liu, Rong Wang, Ying He","doi":"10.1155/genr/5148918","DOIUrl":"10.1155/genr/5148918","url":null,"abstract":"<p><p><b>Purpose:</b> The transcriptional regulatory factors binding to the polymorphic site C-1888T in the promoter region of the palate, lung, and nasal epithelium clone (PLUNC) gene were identified to investigate whether the C-1888T polymorphic site affects the transcriptional regulation and function of PLUNC gene. <b>Materials and Methods:</b> Three genotypes of C-1888T polymorphic locus were screened from established nasopharyngeal carcinoma (NPC) cells, and the mRNA expression levels of PLUNC gene in different genotypes were detected. The respective transcription factors that were more likely to bind with A or G in SNP were predicted by biological information and preliminarily verified in vitro by gel electrophoresis migration rate analysis. Ulteriorly, the NPC cell lines were analyzed through chromatin immunoprecipitation combined with PCR amplification to confirm that the transcription factors could bind to the PLUNC gene promoter. <b>Results:</b> The cell lines 5-8F, 6-10B, CNE1, and CNE2 were heterozygous CT type, SUNE1 was homozygous CC type, and C666-1 was homozygous TT type. The expression of PLUNC gene was significantly different among all cell lines (<i>F</i> = 33.844, <i>p</i> < 0.001), and the gene expression level of CC type was significantly lower than TT type (<i>p</i> < 0.001). Gel electrophoresis mobility analysis confirmed that the transcription factors XFD3 and EVI1 could bind to the PLUNC gene promoter when the SNP was A and G, respectively. PCR amplification combined with chromatin immunoprecipitation showed that EVI1 could bind to the DNA fragment of the promoter region of PLUNC gene in SUNE1 NPC cells. <b>Conclusion:</b> The transcription factors XFD3 and EVI1 may be involved in the transcriptional regulation of PLUNC gene, and EVI1 can bind to the promoter region of PLUNC gene in SUNE1 NPC cells, thus associated with the susceptibility/risk of NPC.</p>","PeriodicalId":12778,"journal":{"name":"Genetics research","volume":"2024 ","pages":"5148918"},"PeriodicalIF":1.4,"publicationDate":"2024-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11671629/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142902843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-09-30eCollection Date: 2024-01-01DOI: 10.1155/2024/3005195
Kun Chen, Lei Pu, Yuzuo Hui
Backgrounds: Glioma stands as one of the most formidable brain tumor types, with patient outcomes remaining bleak even in the face of advancements in treatment modalities. FBXW4, a constituent of the F-box and WD repeat domain-containing protein family, is recognized for its participation in diverse cellular activities, including those related to tumor dynamics. Yet, the therapeutic relevance and specific role of FBXW4 in the context of glioma are not well defined. This study aims to elucidate the functional dynamics and significance of FBXW4 in glioma cases.
Methods: This research undertook a comprehensive analysis of FBXW4's expression patterns and clinical relevance in glioma by harnessing data from the TCGA and GTEx databases.
Results: The investigation revealed a distinct downregulation of FBXW4 in glioma tissues compared to normal brain counterparts, with a pronounced correlation between FBXW4 levels and disease severity. Intriguingly, FBXW4 expression inversely related to WHO tumor grades, with the most advanced grade IV gliomas exhibiting the lowest FBXW4 levels, whereas grade II tumors demonstrated the highest. Cases presenting with IDH1/2 mutations or 1p/19q codeletions were also associated with elevated FBXW4 levels. Furthermore, diminished FBXW4 expression aligned with an increased risk of mortality.
Conclusions: The findings suggest that FBXW4 holds promise as a prognostic marker and a potential therapeutic avenue in glioma management. Nonetheless, future research is imperative to decode the intricate signaling pathways involving FBXW4 and to understand its broader clinical ramifications in glioma treatment paradigms.
{"title":"Pivotal Role of FBXW4 in Glioma Progression and Prognosis.","authors":"Kun Chen, Lei Pu, Yuzuo Hui","doi":"10.1155/2024/3005195","DOIUrl":"https://doi.org/10.1155/2024/3005195","url":null,"abstract":"<p><strong>Backgrounds: </strong>Glioma stands as one of the most formidable brain tumor types, with patient outcomes remaining bleak even in the face of advancements in treatment modalities. FBXW4, a constituent of the F-box and WD repeat domain-containing protein family, is recognized for its participation in diverse cellular activities, including those related to tumor dynamics. Yet, the therapeutic relevance and specific role of FBXW4 in the context of glioma are not well defined. This study aims to elucidate the functional dynamics and significance of FBXW4 in glioma cases.</p><p><strong>Methods: </strong>This research undertook a comprehensive analysis of FBXW4's expression patterns and clinical relevance in glioma by harnessing data from the TCGA and GTEx databases.</p><p><strong>Results: </strong>The investigation revealed a distinct downregulation of FBXW4 in glioma tissues compared to normal brain counterparts, with a pronounced correlation between FBXW4 levels and disease severity. Intriguingly, FBXW4 expression inversely related to WHO tumor grades, with the most advanced grade IV gliomas exhibiting the lowest FBXW4 levels, whereas grade II tumors demonstrated the highest. Cases presenting with IDH1/2 mutations or 1p/19q codeletions were also associated with elevated FBXW4 levels. Furthermore, diminished FBXW4 expression aligned with an increased risk of mortality.</p><p><strong>Conclusions: </strong>The findings suggest that FBXW4 holds promise as a prognostic marker and a potential therapeutic avenue in glioma management. Nonetheless, future research is imperative to decode the intricate signaling pathways involving FBXW4 and to understand its broader clinical ramifications in glioma treatment paradigms.</p>","PeriodicalId":12778,"journal":{"name":"Genetics research","volume":"2024 ","pages":"3005195"},"PeriodicalIF":1.4,"publicationDate":"2024-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11458277/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142389916","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
BackgroundHepatocellular carcinoma (HCC), ranking as the second-leading cause of global mortality among malignancies, poses a substantial burden on public health worldwide. Anoikis, a type of programmed cell death, serves as a barrier against the dissemination of cancer cells to distant organs, thereby constraining the progression of cancer. Nevertheless, the mechanism of genes related to anoikis in HCC is yet to be elucidated.MethodsThis paper's data (TCGA-HCC) were retrieved from the database of the Cancer Genome Atlas (TCGA). Differential gene expression with prognostic implications for anoikis was identified by performing both the univariate Cox and differential expression analyses. Through unsupervised cluster analysis, we clustered the samples according to these DEGs. By employing the least absolute shrinkage and selection operator Cox regression analysis (CRA), a clinical predictive gene signature was generated from the DEGs. The Cell-Type Identification by Estimating Relative Subsets of RNA Transcripts (CIBERSORT) algorithm was used to determine the proportions of immune cell types. The external validation data (GSE76427) were procured from Gene Expression Omnibus (GEO) to verify the performance of the clinical prognosis gene signature. Western blotting and immunohistochemistry (IHC) analysis confirmed the expression of risk genes.ResultsIn total, 23 prognostic DEGs were identified. Based on these 23 DEGs, the samples were categorized into four distinct subgroups (clusters 1, 2, 3, and 4). In addition, a clinical predictive gene signature was constructed utilizing ETV4, PBK, and SLC2A1. The gene signature efficiently distinguished individuals into two risk groups, specifically low and high, demonstrating markedly higher survival rates in the former group. Significant correlations were observed between the expression of these risk genes and a variety of immune cells. Moreover, the outcomes from the validation cohort analysis aligned consistently with those obtained from the training cohort analysis. The results of Western blotting and IHC showed that ETV4, PBK, and SLC2A1 were upregulated in HCC samples.ConclusionThe outcomes of this paper underscore the effectiveness of the clinical prognostic gene signature, established utilizing anoikis-related genes, in accurately stratifying patients. This signature holds promise in advancing the development of personalized therapy for HCC.
{"title":"Comprehensive Analysis of the Mechanism of Anoikis in Hepatocellular Carcinoma.","authors":"Dongqian Li,Qian Bao,Shiqi Ren,Haoxiang Ding,Chengfeng Guo,Kai Gao,Jian Wan,Yao Wang,MingYan Zhu,Yicheng Xiong","doi":"10.1155/2024/8217215","DOIUrl":"https://doi.org/10.1155/2024/8217215","url":null,"abstract":"BackgroundHepatocellular carcinoma (HCC), ranking as the second-leading cause of global mortality among malignancies, poses a substantial burden on public health worldwide. Anoikis, a type of programmed cell death, serves as a barrier against the dissemination of cancer cells to distant organs, thereby constraining the progression of cancer. Nevertheless, the mechanism of genes related to anoikis in HCC is yet to be elucidated.MethodsThis paper's data (TCGA-HCC) were retrieved from the database of the Cancer Genome Atlas (TCGA). Differential gene expression with prognostic implications for anoikis was identified by performing both the univariate Cox and differential expression analyses. Through unsupervised cluster analysis, we clustered the samples according to these DEGs. By employing the least absolute shrinkage and selection operator Cox regression analysis (CRA), a clinical predictive gene signature was generated from the DEGs. The Cell-Type Identification by Estimating Relative Subsets of RNA Transcripts (CIBERSORT) algorithm was used to determine the proportions of immune cell types. The external validation data (GSE76427) were procured from Gene Expression Omnibus (GEO) to verify the performance of the clinical prognosis gene signature. Western blotting and immunohistochemistry (IHC) analysis confirmed the expression of risk genes.ResultsIn total, 23 prognostic DEGs were identified. Based on these 23 DEGs, the samples were categorized into four distinct subgroups (clusters 1, 2, 3, and 4). In addition, a clinical predictive gene signature was constructed utilizing ETV4, PBK, and SLC2A1. The gene signature efficiently distinguished individuals into two risk groups, specifically low and high, demonstrating markedly higher survival rates in the former group. Significant correlations were observed between the expression of these risk genes and a variety of immune cells. Moreover, the outcomes from the validation cohort analysis aligned consistently with those obtained from the training cohort analysis. The results of Western blotting and IHC showed that ETV4, PBK, and SLC2A1 were upregulated in HCC samples.ConclusionThe outcomes of this paper underscore the effectiveness of the clinical prognostic gene signature, established utilizing anoikis-related genes, in accurately stratifying patients. This signature holds promise in advancing the development of personalized therapy for HCC.","PeriodicalId":12778,"journal":{"name":"Genetics research","volume":"26 1","pages":"8217215"},"PeriodicalIF":1.5,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142261412","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-30eCollection Date: 2024-01-01DOI: 10.1155/2024/3468209
Junxiao Yu, Bowen Zhao, You Yu
Background: Clear cell renal cell carcinoma (ccRCC) is a renal cortical malignancy with a complex pathogenesis. Identifying ideal biomarkers to establish more accurate promising prognostic models is crucial for the survival of kidney cancer patients.
Methods: Seurat R package was used for single-cell RNA-sequencing (scRNA-seq) data filtering, dimensionality reduction, clustering, and differentially expressed genes analysis. Gene coexpression network analysis (WGCNA) was performed to identify the cytotoxicity-related module. The independent cytotoxicity-related risk model was established by the survival R package, and Kaplan-Meier (KM) survival analysis and timeROC with area under the curve (AUC) were employed to confirm the prognosis and effectiveness of the risk model. The risk and prognosis in patients suffering from ccRCC were predicted by establishing a nomogram. A comparison of the level of immune infiltration in different risk groups and subtypes using the CIBERSORT, MCP-counter, and TIMER methods, as well as assessment of drug sensitivity to conventional chemotherapeutic agents in risk groups using the pRRophetic package, was made.
Results: Eleven ccRCC subpopulations were identified by single-cell sequencing data from the GSE224630 dataset. The identified cytotoxicity-related T-cell cluster and module genes defined three cytotoxicity-related molecular subtypes. Six key genes (SOWAHB, SLC16A12, IL20RB, SLC12A8, PLG, and HHLA2) affecting prognosis risk genes were selected for developing a risk model. A nomogram containing the RiskScore and stage revealed that the RiskScore contributed the most and exhibited excellent predicted performance for prognosis in the calibration plots and decision curve analysis (DCA). Notably, high-risk patients with ccRCC demonstrate a poorer prognosis with higher immune infiltration characteristics and TIDE scores, whereas low-risk patients are more likely to benefit from immunotherapy.
Conclusions: A ccRCC survival prognostic model was produced based on the cytotoxicity-related signature, which had important clinical significance and may provide guidance for ccRCC treatment.
背景:透明细胞肾细胞癌(ccRCC)是一种发病机制复杂的肾皮质恶性肿瘤。确定理想的生物标志物以建立更准确、更有前景的预后模型对肾癌患者的生存至关重要:方法:使用 Seurat R 软件包进行单细胞 RNA 序列(scRNA-seq)数据过滤、降维、聚类和差异表达基因分析。基因共表达网络分析(WGCNA)用于识别细胞毒性相关模块。利用生存R软件包建立了独立的细胞毒性相关风险模型,并采用Kaplan-Meier(KM)生存分析和带曲线下面积(AUC)的时间ROC来确认风险模型的预后和有效性。通过建立提名图,预测了ccRCC患者的风险和预后。使用CIBERSORT、MCP-counter和TIMER方法比较了不同风险组和亚型的免疫浸润水平,并使用pRRophetic软件包评估了风险组对常规化疗药物的敏感性:结果:通过 GSE224630 数据集中的单细胞测序数据确定了 11 个 ccRCC 亚群。确定的细胞毒性相关 T 细胞群和模块基因定义了三种细胞毒性相关分子亚型。研究人员选择了影响预后风险基因的六个关键基因(SOWAHB、SLC16A12、IL20RB、SLC12A8、PLG 和 HHLA2)来建立风险模型。包含 RiskScore 和分期的提名图显示,RiskScore 的贡献最大,在校准图和决策曲线分析(DCA)中表现出卓越的预后预测性能。值得注意的是,高危ccRCC患者的预后较差,免疫浸润特征和TIDE评分较高,而低危患者更有可能从免疫疗法中获益:结论:基于细胞毒性相关特征建立的ccRCC生存预后模型具有重要的临床意义,可为ccRCC治疗提供指导。
{"title":"Identification and Validation of Cytotoxicity-Related Features to Predict Prognostic and Immunotherapy Response in Patients with Clear Cell Renal Cell Carcinoma.","authors":"Junxiao Yu, Bowen Zhao, You Yu","doi":"10.1155/2024/3468209","DOIUrl":"10.1155/2024/3468209","url":null,"abstract":"<p><strong>Background: </strong>Clear cell renal cell carcinoma (ccRCC) is a renal cortical malignancy with a complex pathogenesis. Identifying ideal biomarkers to establish more accurate promising prognostic models is crucial for the survival of kidney cancer patients.</p><p><strong>Methods: </strong>Seurat R package was used for single-cell RNA-sequencing (scRNA-seq) data filtering, dimensionality reduction, clustering, and differentially expressed genes analysis. Gene coexpression network analysis (WGCNA) was performed to identify the cytotoxicity-related module. The independent cytotoxicity-related risk model was established by the survival R package, and Kaplan-Meier (KM) survival analysis and timeROC with area under the curve (AUC) were employed to confirm the prognosis and effectiveness of the risk model. The risk and prognosis in patients suffering from ccRCC were predicted by establishing a nomogram. A comparison of the level of immune infiltration in different risk groups and subtypes using the CIBERSORT, MCP-counter, and TIMER methods, as well as assessment of drug sensitivity to conventional chemotherapeutic agents in risk groups using the pRRophetic package, was made.</p><p><strong>Results: </strong>Eleven ccRCC subpopulations were identified by single-cell sequencing data from the GSE224630 dataset. The identified cytotoxicity-related T-cell cluster and module genes defined three cytotoxicity-related molecular subtypes. Six key genes (SOWAHB, SLC16A12, IL20RB, SLC12A8, PLG, and HHLA2) affecting prognosis risk genes were selected for developing a risk model. A nomogram containing the RiskScore and stage revealed that the RiskScore contributed the most and exhibited excellent predicted performance for prognosis in the calibration plots and decision curve analysis (DCA). Notably, high-risk patients with ccRCC demonstrate a poorer prognosis with higher immune infiltration characteristics and TIDE scores, whereas low-risk patients are more likely to benefit from immunotherapy.</p><p><strong>Conclusions: </strong>A ccRCC survival prognostic model was produced based on the cytotoxicity-related signature, which had important clinical significance and may provide guidance for ccRCC treatment.</p>","PeriodicalId":12778,"journal":{"name":"Genetics research","volume":"2024 ","pages":"3468209"},"PeriodicalIF":1.4,"publicationDate":"2024-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11379509/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142153693","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}