Unveiling the therapeutic potential of senescence-related IQGAP2 in pancreatic Cancer through post-GWAS genomic and scRNA-seq analyses
Abstract Background Pancreatic cancer (PC) is a highly aggressive tumor with a poor prognosis and few treatment options available. While cellular senescence has been linked to the advancement of various cancers, its specific role in PC is not well understood. Method We employed Mendelian randomizati...
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Springer
2025-07-01
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| Series: | Discover Oncology |
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| Online Access: | https://doi.org/10.1007/s12672-025-03078-x |
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| author | Zilong Bai Jiale Liang Yuanhua Nie Shilong Wang Dongmin Chang |
| author_facet | Zilong Bai Jiale Liang Yuanhua Nie Shilong Wang Dongmin Chang |
| author_sort | Zilong Bai |
| collection | DOAJ |
| description | Abstract Background Pancreatic cancer (PC) is a highly aggressive tumor with a poor prognosis and few treatment options available. While cellular senescence has been linked to the advancement of various cancers, its specific role in PC is not well understood. Method We employed Mendelian randomization (MR) alongside single-cell RNA sequencing (scRNA-seq) to explore the involvement of senescence-associated genes (SAGs) in PC. A summary-data-based MR (SMR) analysis was performed to evaluate the connection between SAG expression and the risk of developing PC, using HEIDI test and colocalization analysis to reduce confounding variables. Additionally, scRNA-seq data were used to further examine SAG expression within pancreatic cancer cells and assess their potential as therapeutic targets. Results The SMR analysis revealed a significant correlation between IQGAP2 expression levels and the risk of PC (P_FDR < 0.05), which was corroborated by HEIDI test (P_HEIDI > 0.01) and colocalization analysis (PPH4 = 0.79). Further MR analyses that IQGAP2 plays a causal role in PC at both genetic and protein levels. Functional enrichment analyses indicated that IQGAP2 participates in cytoskeletal organization, cell migration, signal transduction, along with pathways pertinent to PC development. The scRNA-seq findings demonstrated heightened IQGAP2 expression specifically in epithelial cells; drug prediction analyses identified it as a promising target for therapy. Conclusion There is a strong association between IQGAP2 and the risk factors for the progression of PC, positioning it as an attractive candidate for targeted therapies. This investigation sheds new light on mechanisms underlying PC while paving the way for precision-targeted treatment strategies. |
| format | Article |
| id | doaj-art-4c19b459de0b40da9325b90c9e5a0f56 |
| institution | DOAJ |
| issn | 2730-6011 |
| language | English |
| publishDate | 2025-07-01 |
| publisher | Springer |
| record_format | Article |
| series | Discover Oncology |
| spelling | doaj-art-4c19b459de0b40da9325b90c9e5a0f562025-08-20T03:05:14ZengSpringerDiscover Oncology2730-60112025-07-0116111510.1007/s12672-025-03078-xUnveiling the therapeutic potential of senescence-related IQGAP2 in pancreatic Cancer through post-GWAS genomic and scRNA-seq analysesZilong Bai0Jiale Liang1Yuanhua Nie2Shilong Wang3Dongmin Chang4Department of Surgical Oncology, The First Affiliated Hospital of Xi’an Jiaotong UniversityDepartment of Surgical Oncology, The First Affiliated Hospital of Xi’an Jiaotong UniversityDepartment of Surgical Oncology, The First Affiliated Hospital of Xi’an Jiaotong UniversityDepartment of Surgical Oncology, The First Affiliated Hospital of Xi’an Jiaotong UniversityDepartment of Surgical Oncology, The First Affiliated Hospital of Xi’an Jiaotong UniversityAbstract Background Pancreatic cancer (PC) is a highly aggressive tumor with a poor prognosis and few treatment options available. While cellular senescence has been linked to the advancement of various cancers, its specific role in PC is not well understood. Method We employed Mendelian randomization (MR) alongside single-cell RNA sequencing (scRNA-seq) to explore the involvement of senescence-associated genes (SAGs) in PC. A summary-data-based MR (SMR) analysis was performed to evaluate the connection between SAG expression and the risk of developing PC, using HEIDI test and colocalization analysis to reduce confounding variables. Additionally, scRNA-seq data were used to further examine SAG expression within pancreatic cancer cells and assess their potential as therapeutic targets. Results The SMR analysis revealed a significant correlation between IQGAP2 expression levels and the risk of PC (P_FDR < 0.05), which was corroborated by HEIDI test (P_HEIDI > 0.01) and colocalization analysis (PPH4 = 0.79). Further MR analyses that IQGAP2 plays a causal role in PC at both genetic and protein levels. Functional enrichment analyses indicated that IQGAP2 participates in cytoskeletal organization, cell migration, signal transduction, along with pathways pertinent to PC development. The scRNA-seq findings demonstrated heightened IQGAP2 expression specifically in epithelial cells; drug prediction analyses identified it as a promising target for therapy. Conclusion There is a strong association between IQGAP2 and the risk factors for the progression of PC, positioning it as an attractive candidate for targeted therapies. This investigation sheds new light on mechanisms underlying PC while paving the way for precision-targeted treatment strategies.https://doi.org/10.1007/s12672-025-03078-xPancreatic cancerIQGAP2Cellular senescenceSummary-data-based MRscRNA-seqDrug target |
| spellingShingle | Zilong Bai Jiale Liang Yuanhua Nie Shilong Wang Dongmin Chang Unveiling the therapeutic potential of senescence-related IQGAP2 in pancreatic Cancer through post-GWAS genomic and scRNA-seq analyses Discover Oncology Pancreatic cancer IQGAP2 Cellular senescence Summary-data-based MR scRNA-seq Drug target |
| title | Unveiling the therapeutic potential of senescence-related IQGAP2 in pancreatic Cancer through post-GWAS genomic and scRNA-seq analyses |
| title_full | Unveiling the therapeutic potential of senescence-related IQGAP2 in pancreatic Cancer through post-GWAS genomic and scRNA-seq analyses |
| title_fullStr | Unveiling the therapeutic potential of senescence-related IQGAP2 in pancreatic Cancer through post-GWAS genomic and scRNA-seq analyses |
| title_full_unstemmed | Unveiling the therapeutic potential of senescence-related IQGAP2 in pancreatic Cancer through post-GWAS genomic and scRNA-seq analyses |
| title_short | Unveiling the therapeutic potential of senescence-related IQGAP2 in pancreatic Cancer through post-GWAS genomic and scRNA-seq analyses |
| title_sort | unveiling the therapeutic potential of senescence related iqgap2 in pancreatic cancer through post gwas genomic and scrna seq analyses |
| topic | Pancreatic cancer IQGAP2 Cellular senescence Summary-data-based MR scRNA-seq Drug target |
| url | https://doi.org/10.1007/s12672-025-03078-x |
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