Yongli Hu, Tianxiang Liu, Yan Du, Zhisheng Qiu, Mingxu Da, Pengxue Mao
{"title":"ABCA家族基因在胃癌中的表达、预后意义和免疫相关作用:一项综合分析","authors":"Yongli Hu, Tianxiang Liu, Yan Du, Zhisheng Qiu, Mingxu Da, Pengxue Mao","doi":"10.2174/0113862073356415250423045501","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Previous studies have demonstrated that ABCA family proteins play a critical role in cholesterol transport. Cholesterol, as a major component of the cell membrane, can influence numerous physiological and pathological processes, including cell migration, cancer progression, and metastasis. Therefore, ABCA family proteins may impact cancer progression; however, their specific roles in gastric cancer remain poorly understood. Methods:In this study, we systematically assessed the expression, prognostic significance, and immune-related implications of ABCA family genes in gastric cancer (GC). Utilizing data from The Cancer Genome Atlas (TCGA) database, we compared ABCA expression profiles between GC and normal gastric mucosa. We conducted Kaplan-Meier analysis, Cox regression, and logistic regression to investigate associations with clinical characteristics, constructed ROC curves and nomograms for diagnostic evaluation, and single sample gene set enrichment analysis (ssGSEA) algorithm assessed ABCA relationships with immune cell infiltration, immune-related genes, immune checkpoint genes, the tumor immune dysfunction and exclusion (TIDE) predicts response to immuno-check inhibitor therapy, \"oncoPredict\" function for chemotherapy drug resistance analysis. We also employed Gene Set Enrichment Analysis (GSEA) to evaluate relevant signaling pathways. To validate our findings, we performed PCR to confirm ABCA expression in gastric cancer and normal gastric mucosal cells.</p><p><strong>Results: </strong>Our results demonstrate significant differential expression of most ABCA family members in GC tissues compared to normal tissues, with associations to clinicopathological parameters. Cellular experiments revealed distinct expression patterns of ABCA genes in GC cell lines, with some aligning with TCGA data and others showing variability. Differentially expressed transcripts correlated with overall survival, making ABCAs independent risk factors for GC patient survival. A validated nomogram predicted overall survival. ABCAs exhibited correlations with immune cell infiltration, co-expression with immune-associated and checkpoint genes, and implications for resistance to common therapies and immunotherapy. Enrichment analysis highlighted pathways involving the extracellular matrix, cell motility, cell death, and tumor development.</p><p><strong>Conclusion: </strong>In conclusion, ABCA family genes hold promise as prognostic biomarkers and potential immunotherapeutic targets due to their relevance in the tumor microenvironment, particularly in relation to immune cell infiltration.</p>","PeriodicalId":10491,"journal":{"name":"Combinatorial chemistry & high throughput screening","volume":" ","pages":""},"PeriodicalIF":1.6000,"publicationDate":"2025-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Expression, Prognostic Significance, and Immune-Related Roles of ABCA Family Genes in Gastric Cancer: A Comprehensive Analysis.\",\"authors\":\"Yongli Hu, Tianxiang Liu, Yan Du, Zhisheng Qiu, Mingxu Da, Pengxue Mao\",\"doi\":\"10.2174/0113862073356415250423045501\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Previous studies have demonstrated that ABCA family proteins play a critical role in cholesterol transport. Cholesterol, as a major component of the cell membrane, can influence numerous physiological and pathological processes, including cell migration, cancer progression, and metastasis. Therefore, ABCA family proteins may impact cancer progression; however, their specific roles in gastric cancer remain poorly understood. Methods:In this study, we systematically assessed the expression, prognostic significance, and immune-related implications of ABCA family genes in gastric cancer (GC). Utilizing data from The Cancer Genome Atlas (TCGA) database, we compared ABCA expression profiles between GC and normal gastric mucosa. We conducted Kaplan-Meier analysis, Cox regression, and logistic regression to investigate associations with clinical characteristics, constructed ROC curves and nomograms for diagnostic evaluation, and single sample gene set enrichment analysis (ssGSEA) algorithm assessed ABCA relationships with immune cell infiltration, immune-related genes, immune checkpoint genes, the tumor immune dysfunction and exclusion (TIDE) predicts response to immuno-check inhibitor therapy, \\\"oncoPredict\\\" function for chemotherapy drug resistance analysis. We also employed Gene Set Enrichment Analysis (GSEA) to evaluate relevant signaling pathways. To validate our findings, we performed PCR to confirm ABCA expression in gastric cancer and normal gastric mucosal cells.</p><p><strong>Results: </strong>Our results demonstrate significant differential expression of most ABCA family members in GC tissues compared to normal tissues, with associations to clinicopathological parameters. Cellular experiments revealed distinct expression patterns of ABCA genes in GC cell lines, with some aligning with TCGA data and others showing variability. Differentially expressed transcripts correlated with overall survival, making ABCAs independent risk factors for GC patient survival. A validated nomogram predicted overall survival. ABCAs exhibited correlations with immune cell infiltration, co-expression with immune-associated and checkpoint genes, and implications for resistance to common therapies and immunotherapy. Enrichment analysis highlighted pathways involving the extracellular matrix, cell motility, cell death, and tumor development.</p><p><strong>Conclusion: </strong>In conclusion, ABCA family genes hold promise as prognostic biomarkers and potential immunotherapeutic targets due to their relevance in the tumor microenvironment, particularly in relation to immune cell infiltration.</p>\",\"PeriodicalId\":10491,\"journal\":{\"name\":\"Combinatorial chemistry & high throughput screening\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":1.6000,\"publicationDate\":\"2025-05-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Combinatorial chemistry & high throughput screening\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.2174/0113862073356415250423045501\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"BIOCHEMICAL RESEARCH METHODS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Combinatorial chemistry & high throughput screening","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2174/0113862073356415250423045501","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
Expression, Prognostic Significance, and Immune-Related Roles of ABCA Family Genes in Gastric Cancer: A Comprehensive Analysis.
Background: Previous studies have demonstrated that ABCA family proteins play a critical role in cholesterol transport. Cholesterol, as a major component of the cell membrane, can influence numerous physiological and pathological processes, including cell migration, cancer progression, and metastasis. Therefore, ABCA family proteins may impact cancer progression; however, their specific roles in gastric cancer remain poorly understood. Methods:In this study, we systematically assessed the expression, prognostic significance, and immune-related implications of ABCA family genes in gastric cancer (GC). Utilizing data from The Cancer Genome Atlas (TCGA) database, we compared ABCA expression profiles between GC and normal gastric mucosa. We conducted Kaplan-Meier analysis, Cox regression, and logistic regression to investigate associations with clinical characteristics, constructed ROC curves and nomograms for diagnostic evaluation, and single sample gene set enrichment analysis (ssGSEA) algorithm assessed ABCA relationships with immune cell infiltration, immune-related genes, immune checkpoint genes, the tumor immune dysfunction and exclusion (TIDE) predicts response to immuno-check inhibitor therapy, "oncoPredict" function for chemotherapy drug resistance analysis. We also employed Gene Set Enrichment Analysis (GSEA) to evaluate relevant signaling pathways. To validate our findings, we performed PCR to confirm ABCA expression in gastric cancer and normal gastric mucosal cells.
Results: Our results demonstrate significant differential expression of most ABCA family members in GC tissues compared to normal tissues, with associations to clinicopathological parameters. Cellular experiments revealed distinct expression patterns of ABCA genes in GC cell lines, with some aligning with TCGA data and others showing variability. Differentially expressed transcripts correlated with overall survival, making ABCAs independent risk factors for GC patient survival. A validated nomogram predicted overall survival. ABCAs exhibited correlations with immune cell infiltration, co-expression with immune-associated and checkpoint genes, and implications for resistance to common therapies and immunotherapy. Enrichment analysis highlighted pathways involving the extracellular matrix, cell motility, cell death, and tumor development.
Conclusion: In conclusion, ABCA family genes hold promise as prognostic biomarkers and potential immunotherapeutic targets due to their relevance in the tumor microenvironment, particularly in relation to immune cell infiltration.
期刊介绍:
Combinatorial Chemistry & High Throughput Screening (CCHTS) publishes full length original research articles and reviews/mini-reviews dealing with various topics related to chemical biology (High Throughput Screening, Combinatorial Chemistry, Chemoinformatics, Laboratory Automation and Compound management) in advancing drug discovery research. Original research articles and reviews in the following areas are of special interest to the readers of this journal:
Target identification and validation
Assay design, development, miniaturization and comparison
High throughput/high content/in silico screening and associated technologies
Label-free detection technologies and applications
Stem cell technologies
Biomarkers
ADMET/PK/PD methodologies and screening
Probe discovery and development, hit to lead optimization
Combinatorial chemistry (e.g. small molecules, peptide, nucleic acid or phage display libraries)
Chemical library design and chemical diversity
Chemo/bio-informatics, data mining
Compound management
Pharmacognosy
Natural Products Research (Chemistry, Biology and Pharmacology of Natural Products)
Natural Product Analytical Studies
Bipharmaceutical studies of Natural products
Drug repurposing
Data management and statistical analysis
Laboratory automation, robotics, microfluidics, signal detection technologies
Current & Future Institutional Research Profile
Technology transfer, legal and licensing issues
Patents.