Investigation of potential breath biomarkers for the early diagnosis of breast cancer using gas chromatography–mass spectrometry

2014 ◽  
Vol 436 ◽  
pp. 59-67 ◽  
Author(s):  
Jie Li ◽  
Yulan Peng ◽  
Yong Liu ◽  
Wenwen Li ◽  
Ya Jin ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Mass Spectrometry ◽  
Gas Chromatography ◽  
Early Diagnosis ◽  
Gas Chromatography Mass Spectrometry ◽  
Chromatography Mass Spectrometry

Distinguishing the serum metabolite profiles differences in breast cancer by gas chromatography mass spectrometry and random forest method

RSC Advances ◽  
2015 ◽  
Vol 5 (73) ◽  
pp. 58952-58958 ◽  
Author(s):  
Jian-Hua Huang ◽  
Liang Fu ◽  
Bin Li ◽  
Hua-Lin Xie ◽  
Xiaojuan Zhang ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Mass Spectrometry ◽  
Gas Chromatography ◽  
Random Forest ◽  
Gas Chromatography Mass Spectrometry ◽  
Healthy Controls ◽  
Random Forest Method ◽  
Chromatography Mass Spectrometry ◽  
Metabolite Profiles

In this study, we proposed a metabolomics strategy to distinguish different metabolic characters of healthy controls, breast benign (BE) patients, and breast malignant (BC) patients by using the GC-MS and random forest method (RF).

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