A method of analysis using mass spectrometry and/or ion mobility spectrometry is disclosed. The method comprises: using a first device to generate smoke, aerosol or vapour from a target comprising or consisting of a microbial population; mass analysing and/or ion mobility analysing said smoke, aerosol or vapour, or ions derived therefrom, in order to obtain spectrometric data; and analysing said spectrometric data in order to analyse said microbial population.

Biomarkers of NASH, NAFLD, and fibrosis and methods for diagnosis (or aiding in the diagnosis) of NAFLD, NASH and/or fibrosis are described herein. Additionally, methods of distinguishing between NAFLD and NASH, methods of classifying the stage of fibrosis, methods of determining the severity of liver disease, methods of determining the severity of liver disease or fibrosis, and methods of monitoring progression/regression of NASH, NAFLD, and/or fibrosis are described herein.

The present invention relates to methods and compositions for diagnosing and enabling treatment of chronic kidney disease in a feline. In one embodiment, a method of diagnosing chronic kidney disease (CKD) in a feline can comprise measuring a normalized relative abundance of a first urine biomarker and determining if the feline has CKD, early-stage CKD, or late-stage CKD based on the normalized relative abundance.

The present invention relates to methods and compositions for diagnosing and enabling treatment of chronic kidney disease in a feline. In one embodiment, a method of diagnosing chronic kidney disease (CKD) in a feline can comprise measuring a normalized relative abundance or absolute quantification of a first serum biomarker and determining if the feline has CKD, early-stage CKD, or late-stage CKD based on the normalized relative abundance or absolute quantification.

Provided are methods for determining a presence of an intracranial aneurysm in a subject suspected of having an intracranial aneurysm or at risk for developing an intracranial aneurysm, or a subject in need of aneurysm monitoring. The method involves analyzing a biological sample from the subject for expression of a combination of biomarkers that provide a signature of an aneurism.

Disclosed are methods of detecting abnormal expression of one or more genes associated with a neurological disease such as the Alexander disease, the Alzheimer's disease, the Parkinson disease, the Huntington disease, multiple sclerosis, and amyotrophic lateral sclerosis. The methods include performing a transcriptome analysis of the astrocytes derived from a patient and the astrocytes derived from a healthy control subject, thereby to determine one or more genes that are substantially differentially expressed. Also disclosed are methods of treating a neurological disease by correcting the abnormally expressed genes associated with the neurological disease.

A glycopeptide analyzer that performs a structural analysis on glycoforms of a glycoprotein, including: a spectrum creator creating an MS/MS spectrum for each elution time based on data acquired by an LC/MS analysis of a sample containing glycopeptides originating from a target glycoprotein; a peptide mass calculator selecting a glycopeptide-related spectrum from a plurality of MS/MS spectra and calculating the mass of a peptide from the selected spectrum; a similarity determiner determining a similarity between the glycopeptide-related spectrum and each of the other MS/MS spectra; an elution-time range estimator estimating an elution-time range based on a distribution of the frequency of occurrence of an MS/MS spectrum for which a high level of similarity has been determined on a time axis; and a glycan composition estimator selecting an ion peak corresponding to a mass equal to or greater than a peptide mass and estimating a glycan composition based on the peak.

Provided are a composition for diagnosing vascular disease including an agent measuring a level of interleukin 12 receptor β2 protein in the blood, and a kit for diagnosing vascular disease including the same. Further, provided is a method for diagnosing vascular disease, the method including the step of measuring a level of interleukin 12 receptor β2 protein in a blood sample separated from an individual suspected of having vascular disease. Furthermore, provided are a composition for preventing or treating vascular disease including an interleukin 12 receptor β2 activity inhibitor, and a method of screening a therapeutic agent for vascular disease, the method including the step of treating smooth muscle cells with a test agent for vascular disease treatment and measuring an expression level of interleukin 12 receptor β2.

The present invention inter alia provides a method, and use thereof, of predicting severe CVD complications such as AMI or CVD death by detecting the lipid concentrations or lipid ratios of a biological sample and comparing it to a control and has identified specific lipid markers that are more specific and sensitive in predicting these CVD complications than currently utilized clinical markers. Also provided is an antibodies towards said lipids, and the use thereof for predicting, diagnosing, preventing and/or treating CVD complications. The invention additionally relates to kits comprising lipids and/or an antibody thereto, for use in the prediction and/or diagnosis of CVD complications.

Provided herein are methods for determining the ratio of one or more isoforms of a protein in a sample.