{"title":"将 SPOCD1 作为各种常见癌症类型的诊断和预后生物标记物的研究:生物信息学与实践分析","authors":"Samira Yavari, Maryam Naseroleslami, Maryam Peymani, Farshid Yekani, Niloufar Khayam Nekouei","doi":"10.22074/cellj.2024.2022401.1506","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>The objective of this study was to assess whether Spen paralogue and orthologue C-terminal domain containing 1 (<i>SPOCD1</i>) gene expression could serve as a valuable prognostic and diagnostic biomarker in common cancers, drawing from insights in recent literature. We sought to verify this concept by utilizing data sourced from The Cancer Genome Atlas (TCGA) alongside clinical samples.</p><p><strong>Materials and methods: </strong>In this bioinformatics and experimental study, <i>SPOCD1</i> RNA-seq data from 12 common cancers were collected from TCGA Pan-Cancer Atlas using the R package \"TCGA BIOLINKS\" and normalized for analysis. Various analytical tools, including receiver operating characteristic (ROC) curves, Kaplan-Meier and Coxregression analyses, and pathway enrichment analysis via the molecular signatures database (MSigDB), were applied. Drug resistance/sensitivity correlations with <i>SPOCD1</i> expression were explored using the Gene Expression Omnibus (GEO) database. Clinical colorectal cancer (CRC) samples, including both colon and rectal malignant samples, were also evaluated.</p><p><strong>Results: </strong>The results showed elevated <i>SPOCD1</i> expression in most cancers (9/12), with notable prognostic value in COAD, HNSC, KICH, and LIHC, and a correlation with poor prognosis in COAD for disease-free survival. ROC curve analysis suggested SPOCD1 as a diagnostic biomarker in the majority of cases (7/12), although this pattern was inconsistent in clinical CRC samples. Pathway enrichment analysis revealed a strong correlation between <i>SPOCD1</i> expression and critical molecular pathways. Unlike former results, we found that SPOCD1 upregulated when interacting with PD-0325901. However, treating with Panobinostat led to downregulation. Both are as anticancer reagents.</p><p><strong>Conclusion: </strong>This study confirms the potential of <i>SPOCD1</i> as a diagnostic and prognostic biomarker in prevalent cancers. However, extensive clinical data, particularly for CRC, are required to validate its reliability. Different COAD subtypes may exhibit varying correlations with <i>SPOCD1</i> expression levels, underscoring the need for further investigation to fully understand its diagnostic and prognostic value.</p>","PeriodicalId":49224,"journal":{"name":"Cell Journal","volume":"26 5","pages":"309-319"},"PeriodicalIF":1.7000,"publicationDate":"2024-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Investigation of <i>SPOCD1</i> as A Suitable Diagnostic and Prognostic Biomarker in Various Common Cancer Types: Bioinformatics and Practical Analysis.\",\"authors\":\"Samira Yavari, Maryam Naseroleslami, Maryam Peymani, Farshid Yekani, Niloufar Khayam Nekouei\",\"doi\":\"10.22074/cellj.2024.2022401.1506\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>The objective of this study was to assess whether Spen paralogue and orthologue C-terminal domain containing 1 (<i>SPOCD1</i>) gene expression could serve as a valuable prognostic and diagnostic biomarker in common cancers, drawing from insights in recent literature. We sought to verify this concept by utilizing data sourced from The Cancer Genome Atlas (TCGA) alongside clinical samples.</p><p><strong>Materials and methods: </strong>In this bioinformatics and experimental study, <i>SPOCD1</i> RNA-seq data from 12 common cancers were collected from TCGA Pan-Cancer Atlas using the R package \\\"TCGA BIOLINKS\\\" and normalized for analysis. Various analytical tools, including receiver operating characteristic (ROC) curves, Kaplan-Meier and Coxregression analyses, and pathway enrichment analysis via the molecular signatures database (MSigDB), were applied. Drug resistance/sensitivity correlations with <i>SPOCD1</i> expression were explored using the Gene Expression Omnibus (GEO) database. Clinical colorectal cancer (CRC) samples, including both colon and rectal malignant samples, were also evaluated.</p><p><strong>Results: </strong>The results showed elevated <i>SPOCD1</i> expression in most cancers (9/12), with notable prognostic value in COAD, HNSC, KICH, and LIHC, and a correlation with poor prognosis in COAD for disease-free survival. ROC curve analysis suggested SPOCD1 as a diagnostic biomarker in the majority of cases (7/12), although this pattern was inconsistent in clinical CRC samples. Pathway enrichment analysis revealed a strong correlation between <i>SPOCD1</i> expression and critical molecular pathways. Unlike former results, we found that SPOCD1 upregulated when interacting with PD-0325901. However, treating with Panobinostat led to downregulation. Both are as anticancer reagents.</p><p><strong>Conclusion: </strong>This study confirms the potential of <i>SPOCD1</i> as a diagnostic and prognostic biomarker in prevalent cancers. However, extensive clinical data, particularly for CRC, are required to validate its reliability. Different COAD subtypes may exhibit varying correlations with <i>SPOCD1</i> expression levels, underscoring the need for further investigation to fully understand its diagnostic and prognostic value.</p>\",\"PeriodicalId\":49224,\"journal\":{\"name\":\"Cell Journal\",\"volume\":\"26 5\",\"pages\":\"309-319\"},\"PeriodicalIF\":1.7000,\"publicationDate\":\"2024-07-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cell Journal\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.22074/cellj.2024.2022401.1506\",\"RegionNum\":4,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"CELL BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cell Journal","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.22074/cellj.2024.2022401.1506","RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"CELL BIOLOGY","Score":null,"Total":0}
Investigation of SPOCD1 as A Suitable Diagnostic and Prognostic Biomarker in Various Common Cancer Types: Bioinformatics and Practical Analysis.
Objective: The objective of this study was to assess whether Spen paralogue and orthologue C-terminal domain containing 1 (SPOCD1) gene expression could serve as a valuable prognostic and diagnostic biomarker in common cancers, drawing from insights in recent literature. We sought to verify this concept by utilizing data sourced from The Cancer Genome Atlas (TCGA) alongside clinical samples.
Materials and methods: In this bioinformatics and experimental study, SPOCD1 RNA-seq data from 12 common cancers were collected from TCGA Pan-Cancer Atlas using the R package "TCGA BIOLINKS" and normalized for analysis. Various analytical tools, including receiver operating characteristic (ROC) curves, Kaplan-Meier and Coxregression analyses, and pathway enrichment analysis via the molecular signatures database (MSigDB), were applied. Drug resistance/sensitivity correlations with SPOCD1 expression were explored using the Gene Expression Omnibus (GEO) database. Clinical colorectal cancer (CRC) samples, including both colon and rectal malignant samples, were also evaluated.
Results: The results showed elevated SPOCD1 expression in most cancers (9/12), with notable prognostic value in COAD, HNSC, KICH, and LIHC, and a correlation with poor prognosis in COAD for disease-free survival. ROC curve analysis suggested SPOCD1 as a diagnostic biomarker in the majority of cases (7/12), although this pattern was inconsistent in clinical CRC samples. Pathway enrichment analysis revealed a strong correlation between SPOCD1 expression and critical molecular pathways. Unlike former results, we found that SPOCD1 upregulated when interacting with PD-0325901. However, treating with Panobinostat led to downregulation. Both are as anticancer reagents.
Conclusion: This study confirms the potential of SPOCD1 as a diagnostic and prognostic biomarker in prevalent cancers. However, extensive clinical data, particularly for CRC, are required to validate its reliability. Different COAD subtypes may exhibit varying correlations with SPOCD1 expression levels, underscoring the need for further investigation to fully understand its diagnostic and prognostic value.
期刊介绍:
The “Cell Journal (Yakhteh)“, formerly published as “Yakhteh Medical Journal”, is a quarterly English publication of Royan Institute. This journal focuses on topics relevant to cellular and molecular scientific areas, besides other related fields. The Cell J has been certified by Ministry of Culture and Islamic Guidance in 1999 and was accredited as a scientific and research journal by HBI (Health and Biomedical Information) Journal Accreditation Commission in 2000 which is an open access journal.