2021
DOI: 10.1016/j.ejca.2021.04.008
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A genetic variant conferred high expression of CAV2 promotes pancreatic cancer progression and associates with poor prognosis

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Cited by 14 publications
(14 citation statements)
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“…In a study aiming to identify the functional genes and genetic variants associated with the prognosis of pancreatic ductal adenocarcinoma in 1070 patients, CAV2 was found to be upregulated and inversely associated with prognosis. Moreover, knockout of CAV2 suppressed tumor metastasis, and RNA-seq and bioinformatics analyses indicated that CAV2-related mRNAs were mainly enriched in pathways involved in metastasis [ 24 ]. However, this study did not further evaluate the mechanism by which CAV2 triggers metastasis.…”
Section: Discussionmentioning
confidence: 99%
“…In a study aiming to identify the functional genes and genetic variants associated with the prognosis of pancreatic ductal adenocarcinoma in 1070 patients, CAV2 was found to be upregulated and inversely associated with prognosis. Moreover, knockout of CAV2 suppressed tumor metastasis, and RNA-seq and bioinformatics analyses indicated that CAV2-related mRNAs were mainly enriched in pathways involved in metastasis [ 24 ]. However, this study did not further evaluate the mechanism by which CAV2 triggers metastasis.…”
Section: Discussionmentioning
confidence: 99%
“…Recent tools such as GWAVA [ 68 ], DeepSEA [ 69 ], and Sei [ 70 ] use machine learning classification models to prioritize non-coding mutations. For example, based on a modified random forest algorithm, GWAVA prioritized five SNPs inside the 3’UTR of the caveolin 2 gene, CAV2 [ 71 ]. Through further investigations, one of the SNPs (rs10249656) was found to abolish an miRNA (miR-548s) binding site, leading to increased CAV2 expression, thus providing a plausible explanation for its association with pancreatic cancer [ 71 ].…”
Section: Strategies For Resolving the Gap In Functional Interpretatio...mentioning
confidence: 99%
“…For example, based on a modified random forest algorithm, GWAVA prioritized five SNPs inside the 3’UTR of the caveolin 2 gene, CAV2 [ 71 ]. Through further investigations, one of the SNPs (rs10249656) was found to abolish an miRNA (miR-548s) binding site, leading to increased CAV2 expression, thus providing a plausible explanation for its association with pancreatic cancer [ 71 ]. However, comparison across different machine learning models can become problematic since these tools uses different datasets to train their algorithms, which can affect the prioritized variants [ 72 ].…”
Section: Strategies For Resolving the Gap In Functional Interpretatio...mentioning
confidence: 99%
“…For example, CAV2 can promote renal cell carcinoma progression by influencing the EGFR/PI3K/Akt pathway [1] and CAV2 is associated with basal-like breast carcinoma and its poor prognosis [2]. The literature report suggests that CAV2 regulates various cancer cells' growth and biological activities [3].Further studies have shown that overexpressed CAV2 mechanically promotes PDAC progression and metastasis by disrupting focal adhesion (CCND1, IGTA1 and ZYX) and extracellular matrix (PLOD2, CAST and ITGA1) genes [4].Meanwhile, BRD4 can bind to the CAV2 promoter region and up-regulate the expression of CAV2, thereby promoting PDAC [5].CAV2 has also been shown to be a target of Mir-29a, and high CAV2 expression is responsible for poor prognosis [6].…”
Section: Ivyspringmentioning
confidence: 99%