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Performing Data Mining And Integrative Analysis Of Biomarker in Breast Cancer Using Multiple Publicly Accessible Databases
Published on: May 17, 2019
Pathway-based analysis of breast cancer
Dong Song1, Miao Cui2, Gang Zhao1
1Department of Breast Surgery, The First Hospital, Jilin University Changchun, Jilin 130021, China.
Breast cancer involves broad pathway dysregulation at both mRNA and protein levels. Understanding these altered pathways can reveal new therapeutic targets beyond HER2 and ER pathways.
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Breast cancer pathogenesis involves more than just HER2 and ER pathways.
- Identifying additional altered pathways may lead to novel therapeutic strategies.
Purpose of the Study:
- To comprehensively analyze altered cancer pathway-related genes and proteins in breast cancer.
- To identify novel therapeutic targets by understanding pathway dysregulation.
Main Methods:
- Analyzed mRNA expression of 1243 cancer pathway genes in 13 invasive ductal carcinoma and 5 benign breast tissues using real-time PCR.
- Measured protein and phosphoprotein levels of 131 cancer pathway-related molecules in 33 paired breast cancer samples using a Protein Pathway Array.
Main Results:
- Significant differences in mRNA expression were observed between benign and cancer tissues, with some genes uniquely expressed in either.
- 57 proteins were significantly differentiated between tumor and normal tissues, with notable discrepancies between mRNA and protein expression.
- Pathway analysis revealed over 15 altered pathways, with p53, IL17, HGF, NGF, PTEN, and PI3K/AKT pathways shared between mRNA and protein data.
Conclusions:
- Breast cancer exhibits widespread pathway dysregulation at both mRNA and protein levels.
- mRNA expression levels do not consistently correlate with protein levels, indicating complex regulatory mechanisms.
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