Abstract: Detection and identification of microbial species uses liquid chromatography as a bulk filtration process for rapid isolation and collection of microbial RNA from a biological specimen. In various embodiments, gene sequencing of microbial RNA molecules from a biological specimen is enhanced by obtaining and then preparing the biological specimen as a test sample for liquid chromatography that is used to bulk filter microbial RNA molecules from a mixture of RNA molecules in the test sample to isolate and collect the microbial RNA molecules in two or more fraction outputs, wherein at least one of the two or more fraction outputs is a fraction within a void volume of the liquid chromatography, preparing one or more fraction outputs for gene sequencing, including the fraction output that is within the void volume, and conducting gene sequencing on the one or more prepared outputs to detect microbial RNA from the biological specimen.