The role of bile acids in carcinogenesis
Bile acids are soluble derivatives of cholesterol produced in the liver that subsequently
undergo bacterial transformation yielding a diverse array of metabolites. The bulk of bile …
undergo bacterial transformation yielding a diverse array of metabolites. The bulk of bile …
[HTML][HTML] Early lung cancer diagnostic biomarker discovery by machine learning methods
Early diagnosis has been proved to improve survival rate of lung cancer patients. The
availability of blood-based screening could increase early lung cancer patient uptake. Our …
availability of blood-based screening could increase early lung cancer patient uptake. Our …
Applications of machine learning in metabolomics: Disease modeling and classification
Metabolomics research has recently gained popularity because it enables the study of
biological traits at the biochemical level and, as a result, can directly reveal what occurs in a …
biological traits at the biochemical level and, as a result, can directly reveal what occurs in a …
Current and emerging methods for ovarian cancer screening and diagnostics: a comprehensive review
Simple Summary Ovarian high-grade serous carcinoma (HGSC) has a 5-year survival rate
of less than 50%, making it one of the most lethal gynecological cancers for women in the …
of less than 50%, making it one of the most lethal gynecological cancers for women in the …
The role of metabolites and metabolomics in clinically applicable biomarkers of disease
Metabolomics allows the simultaneous and relative quantification of thousands of different
metabolites within a given sample using sensitive and specific methodologies such as gas …
metabolites within a given sample using sensitive and specific methodologies such as gas …
Computational and statistical analysis of metabolomics data
Metabolomics is the comprehensive study of small molecule metabolites in biological
systems. By assaying and analyzing thousands of metabolites in biological samples, it …
systems. By assaying and analyzing thousands of metabolites in biological samples, it …
Applications of liquid chromatography coupled to mass spectrometry-based metabolomics in clinical chemistry and toxicology: A review
The metabolome is the set of small molecular mass organic compounds found in a given
biological media. It includes all organic substances naturally occurring from the metabolism …
biological media. It includes all organic substances naturally occurring from the metabolism …
Normalization and integration of large-scale metabolomics data using support vector regression
Introduction Untargeted metabolomics studies for biomarker discovery often have hundreds
to thousands of human samples. Data acquisition of large-scale samples has to be divided …
to thousands of human samples. Data acquisition of large-scale samples has to be divided …
Application of machine learning to proteomics data: classification and biomarker identification in postgenomics biology
Mass spectrometry is an analytical technique for the characterization of biological samples
and is increasingly used in omics studies because of its targeted, nontargeted, and high …
and is increasingly used in omics studies because of its targeted, nontargeted, and high …