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Multi-Omics Analysis of Brain Metastasis Outcomes Following Craniotomy.
Jing Su1,2, Qianqian Song1, Shadi Qasem3
1Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC, United States.
Frontiers in Oncology
|April 23, 2021
Summary
Two molecular subtypes of brain metastasis significantly impact patient prognosis, with distinct survival outcomes. This multi-omics study identifies key pathways driving these differences, offering potential for new biomarkers.
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Brain metastasis incidence is rising due to improved solid tumor therapies.
- Brain metastasis presence correlates with poor prognosis, but specific biomarkers for CNS death risk are unclear.
Purpose of the Study:
- To identify distinct prognostic subtypes and biomarkers in brain metastasis.
- To investigate the molecular underpinnings of differential prognosis in brain metastasis.
Main Methods:
- Retrospective analysis of brain metastasis samples from lung, breast, and other primary tumors.
- RNA sequencing, proteomic, and metabolomic analyses were performed.
- Transcriptomic data and non-negative matrix factorization identified novel prognostic subtypes.
Main Results:
- Two molecular subtypes with statistically significant differential prognosis were discovered, irrespective of primary tumor type.
- Median survival times were 7.89 months (poor prognosis) and 42.27 months (good prognosis).
- Integrated multi-omics analysis implicated immune microenvironment and proliferation/migration pathways in survival differences.
Conclusions:
- A multi-omics approach can identify clinically impactful biomarkers and prognostic subtypes for brain metastasis.
- This study provides an integrated understanding of brain metastasis biology and prognosis.
Keywords:
RNA-Seq - RNA sequencingbioinformatics analysisbrain metastasescraniotomydistant brain failuremetabolomicsnon-negative matrix factorizationproteomics
