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Updated: Jun 2, 2025

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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
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Advancing precision and personalized breast cancer treatment through multi-omics technologies
Chenlu Zhang1, Nan Li1,2, Pengxia Zhang1
1School of Basic Medical Sciences, Jiamusi University No. 258, Xuefu Street, Xiangyang District, Jiamusi 154007, Heilongjiang, China.
American Journal of Cancer Research
|January 13, 2025
Summary
Multi-omics analysis, integrating genomic, proteomic, and transcriptomic data, enhances breast cancer subtyping and treatment strategies. This approach improves tumour characterisation and personalises patient care for better outcomes.
Area of Science:
- Oncology
- Genomics
- Proteomics
- Transcriptomics
- Personalised Medicine
Background:
- Breast cancer is a leading cause of cancer death in women, with heterogeneity complicating diagnosis and treatment.
- Traditional diagnostic methods are insufficient for precise characterisation.
- Advances in multi-omics offer deeper insights into breast cancer biology.
Purpose of the Study:
- To review recent advances in molecular subtyping and multi-omics technologies for breast cancer.
- To highlight innovations driving optimised patient outcomes and personalised medicine.
- To underscore the importance of integrating multi-omics with conventional diagnostics.
Main Methods:
- Genomic, proteomic, and transcriptomic analyses to understand breast cancer heterogeneity.
- Integration of multi-omics data with conventional diagnostic methods.
- Utilisation of liquid biopsy and artificial intelligence for enhanced tumour follow-up and data analysis.
Main Results:
- Multi-omics enables precise molecular subtyping, identifying key mutations and gene expression patterns.
- Integration improves tumour characterisation and prognostic accuracy.
- New therapeutic targets and gene expression dynamics are elucidated.
Conclusions:
- Multi-omics approaches, combined with clinical phenotyping, hold significant potential for precision breast cancer treatment.
- These technologies are crucial for developing personalised medicine strategies.
- Continued innovation is key to optimising patient outcomes in breast cancer care.
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