Christian Müller, Leticia Oliveira-Ferrer, Volkmar Müller, Barbara Schmalfeldt, Sabine Windhorst
{"title":"基于转录组鉴定与乳腺癌高转移潜能相关的关键肌动蛋白结合蛋白","authors":"Christian Müller, Leticia Oliveira-Ferrer, Volkmar Müller, Barbara Schmalfeldt, Sabine Windhorst","doi":"10.3389/fmolb.2024.1440276","DOIUrl":null,"url":null,"abstract":"IntroductionActin-binding proteins (ABPs) are essential for the regulation of morphological plasticity required for tumor cells to metastasize. The aim of this study was to perform an unbiased bioinformatic approach to identify the key ABPs significantly associated with the metastatic potential of breast cancer cells.MethodsMicroarray data from 181 primary breast cancer samples from our hospital were used, and all genes belonging to the Gene Ontology term actin cytoskeleton organization were obtained from QuickGO. Association with metastasis-free survival probability was tested using Cox proportional hazards regression, and pairwise co-expression was tested by Pearson correlations. Differential expression between different subgroups was analyzed using Wilcoxon tests for dichotomous traits and Kruskal–Wallis tests for categorical traits. Validation was performed using four publicly available breast cancer datasets.Results<jats:italic>ARHGAP25</jats:italic> was significantly associated with a low metastatic potential, and <jats:italic>CFL1</jats:italic>, <jats:italic>TMSB15A</jats:italic>, and <jats:italic>ACTL8</jats:italic> were significantly associated with a high metastatic potential. A significantly higher expression of <jats:italic>CFL1</jats:italic>, <jats:italic>TMSB15A,</jats:italic> and <jats:italic>ACTL8</jats:italic> mRNA was found in the more aggressive Her2-positive and triple-negative subtypes as well as in ER-negative samples. Also, these genes were co-expressed in the same tumors. However, only mRNA levels of <jats:italic>CFL1</jats:italic> were increased in pN1 compared to pN0 patients. External validation revealed that <jats:italic>CFL1</jats:italic> and <jats:italic>TMSB15A</jats:italic> had significant associations with consistent hazard ratios in two breast cancer cohorts, and among these, <jats:italic>CFL1</jats:italic> exhibited the highest hazard ratios.Conclusion<jats:italic>CFL1</jats:italic> showed the strongest correlation with the metastatic potential of breast tumors. Thus, targeted inhibition of <jats:italic>CFL1</jats:italic> might be a promising approach to treat malignant breast cancer cells.","PeriodicalId":12465,"journal":{"name":"Frontiers in Molecular Biosciences","volume":"3 1","pages":""},"PeriodicalIF":3.9000,"publicationDate":"2024-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Transcriptome-based identification of key actin-binding proteins associated with high metastatic potential in breast cancer\",\"authors\":\"Christian Müller, Leticia Oliveira-Ferrer, Volkmar Müller, Barbara Schmalfeldt, Sabine Windhorst\",\"doi\":\"10.3389/fmolb.2024.1440276\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"IntroductionActin-binding proteins (ABPs) are essential for the regulation of morphological plasticity required for tumor cells to metastasize. The aim of this study was to perform an unbiased bioinformatic approach to identify the key ABPs significantly associated with the metastatic potential of breast cancer cells.MethodsMicroarray data from 181 primary breast cancer samples from our hospital were used, and all genes belonging to the Gene Ontology term actin cytoskeleton organization were obtained from QuickGO. Association with metastasis-free survival probability was tested using Cox proportional hazards regression, and pairwise co-expression was tested by Pearson correlations. Differential expression between different subgroups was analyzed using Wilcoxon tests for dichotomous traits and Kruskal–Wallis tests for categorical traits. Validation was performed using four publicly available breast cancer datasets.Results<jats:italic>ARHGAP25</jats:italic> was significantly associated with a low metastatic potential, and <jats:italic>CFL1</jats:italic>, <jats:italic>TMSB15A</jats:italic>, and <jats:italic>ACTL8</jats:italic> were significantly associated with a high metastatic potential. A significantly higher expression of <jats:italic>CFL1</jats:italic>, <jats:italic>TMSB15A,</jats:italic> and <jats:italic>ACTL8</jats:italic> mRNA was found in the more aggressive Her2-positive and triple-negative subtypes as well as in ER-negative samples. Also, these genes were co-expressed in the same tumors. However, only mRNA levels of <jats:italic>CFL1</jats:italic> were increased in pN1 compared to pN0 patients. External validation revealed that <jats:italic>CFL1</jats:italic> and <jats:italic>TMSB15A</jats:italic> had significant associations with consistent hazard ratios in two breast cancer cohorts, and among these, <jats:italic>CFL1</jats:italic> exhibited the highest hazard ratios.Conclusion<jats:italic>CFL1</jats:italic> showed the strongest correlation with the metastatic potential of breast tumors. Thus, targeted inhibition of <jats:italic>CFL1</jats:italic> might be a promising approach to treat malignant breast cancer cells.\",\"PeriodicalId\":12465,\"journal\":{\"name\":\"Frontiers in Molecular Biosciences\",\"volume\":\"3 1\",\"pages\":\"\"},\"PeriodicalIF\":3.9000,\"publicationDate\":\"2024-08-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Frontiers in Molecular Biosciences\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.3389/fmolb.2024.1440276\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Molecular Biosciences","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.3389/fmolb.2024.1440276","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
Transcriptome-based identification of key actin-binding proteins associated with high metastatic potential in breast cancer
IntroductionActin-binding proteins (ABPs) are essential for the regulation of morphological plasticity required for tumor cells to metastasize. The aim of this study was to perform an unbiased bioinformatic approach to identify the key ABPs significantly associated with the metastatic potential of breast cancer cells.MethodsMicroarray data from 181 primary breast cancer samples from our hospital were used, and all genes belonging to the Gene Ontology term actin cytoskeleton organization were obtained from QuickGO. Association with metastasis-free survival probability was tested using Cox proportional hazards regression, and pairwise co-expression was tested by Pearson correlations. Differential expression between different subgroups was analyzed using Wilcoxon tests for dichotomous traits and Kruskal–Wallis tests for categorical traits. Validation was performed using four publicly available breast cancer datasets.ResultsARHGAP25 was significantly associated with a low metastatic potential, and CFL1, TMSB15A, and ACTL8 were significantly associated with a high metastatic potential. A significantly higher expression of CFL1, TMSB15A, and ACTL8 mRNA was found in the more aggressive Her2-positive and triple-negative subtypes as well as in ER-negative samples. Also, these genes were co-expressed in the same tumors. However, only mRNA levels of CFL1 were increased in pN1 compared to pN0 patients. External validation revealed that CFL1 and TMSB15A had significant associations with consistent hazard ratios in two breast cancer cohorts, and among these, CFL1 exhibited the highest hazard ratios.ConclusionCFL1 showed the strongest correlation with the metastatic potential of breast tumors. Thus, targeted inhibition of CFL1 might be a promising approach to treat malignant breast cancer cells.
期刊介绍:
Much of contemporary investigation in the life sciences is devoted to the molecular-scale understanding of the relationships between genes and the environment — in particular, dynamic alterations in the levels, modifications, and interactions of cellular effectors, including proteins. Frontiers in Molecular Biosciences offers an international publication platform for basic as well as applied research; we encourage contributions spanning both established and emerging areas of biology. To this end, the journal draws from empirical disciplines such as structural biology, enzymology, biochemistry, and biophysics, capitalizing as well on the technological advancements that have enabled metabolomics and proteomics measurements in massively parallel throughput, and the development of robust and innovative computational biology strategies. We also recognize influences from medicine and technology, welcoming studies in molecular genetics, molecular diagnostics and therapeutics, and nanotechnology.
Our ultimate objective is the comprehensive illustration of the molecular mechanisms regulating proteins, nucleic acids, carbohydrates, lipids, and small metabolites in organisms across all branches of life.
In addition to interesting new findings, techniques, and applications, Frontiers in Molecular Biosciences will consider new testable hypotheses to inspire different perspectives and stimulate scientific dialogue. The integration of in silico, in vitro, and in vivo approaches will benefit endeavors across all domains of the life sciences.