Biomarker and kit for identifying sepsis infection type
A biomarker and complete set of technology, applied in biological testing, bioinformatics, biostatistics, etc., can solve problems such as lack of biomarkers
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[0041] The technical solutions and beneficial effects of the present invention will be further described below in conjunction with specific embodiments.
[0042] Sepsis is still a thorny problem in critical care medicine today, with a high mortality rate. Correct identification of sepsis caused by different pathogens and timely administration of effective anti-infective treatment are the keys to improving the success rate of sepsis rescue. Therefore, integrating multi-omics and multi-dimensional data and using machine learning algorithms to find pathogen-specific molecular patterns and markers is a key scientific problem to be solved by the present invention. Aiming at this key scientific problem, the present invention preliminarily explored a set of algorithm flow for integrating multi-omics and multi-dimensional data through 100 cases of sepsis patients infected by Gram-negative bacteria. By analyzing the patient's serum metabolism and comparing it with other types of infec...
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