The present disclosure relates to, inter alia, cell-based assays, recombinant cell lines, and methods for quantifying the potency and efficacy of cannabinoids and/or terpenoids.

Application of the present invention enables quantification of fractions of candidate pharmaceutical compounds (a parent compound and its metabolites), one excreted to the basolateral (Basal/Basolateral)-side via transporters and by diffusion, one excreted to the lumen (Apical)-side, and one remained in the cells. This enables determination of the total amount of the administered candidate pharmaceutical compounds and the distribution ratio of the fractions. The kinetics of the administered candidate pharmaceutical compounds can be evaluated, thereby enabling in vitro screening of an enormous number of candidate pharmaceutical compounds for drug candidates exhibiting the efficacy. The object of the present invention is to provide an apparatus and method for understanding a total picture of pharmacokinetics in vitro by quantifying a fraction of basolateral (Basal/Basolateral) efflux, a fraction of lumen (Apical)-side excretion, and a fraction remaining in a cell of a drug which has been administered to the cell to determine the distribution ratio of each fraction.

The present invention is related to high-content microscopy imaging of microfluidic cell culture systems. A method of high-content microfluidic device microscopy is contemplated. along with related statistical analysis and microfluidic device adaptors.

A method for disrupting a sample of biological material of human, animal, or plant origin for subsequent proteome analysis by a mass spectrometry method is provided. The method involves disrupting the sample by treatment with a certain volume of an organic acid until the sample completely dissolves, incubating the sample for a certain period, and then neutralizing the sample with a neutralizing solution until a pH value between 7 and 9 is reached.

The present invention relates to diagnosis and/or prognosis of liver disease progression and risk of hepatocellular carcinoma and the discovery of therapeutic compounds and targets to treat liver disease and cancer.

Provided are compositions related to HSD17B13 variants, including nucleic acid molecules and polypeptides related to variants of HSD17B13, and cells comprising those nucleic acid molecules and polypeptides. Also provided are methods related to HSD17B13 variants. Such methods include methods for detecting the presence of the HSD17B13 rs72613567 variant in a biological sample comprising genomic DNA, for detecting the presence or levels of any one of variant HSD17B13 Transcripts C, D, E, F, G, and H, and particularly D, in a biological sample comprising mRNA or cDNA, or for detecting the presence or levels of any one of variant HSD17B13 protein Isoforms C, D, E, F, G, or H, and particularly D, in a biological sample comprising protein. Also provided are methods for determining a subject's susceptibility to developing a liver disease or of diagnosing a subject with liver disease.

Provided are methods and compositions for identifying candidate agents for treatment of obesity, liver disease, and/or diabetes. Such methods include, e.g., contacting a mammalian cell or cell population with a test agent, and measuring an expression level and/or activity level of ClpP in the mammalian cell or in cells of the cell population. Also provided are methods and compositions for treating an individual (e.g., one who is obese and/or has diabetes). Treatment methods include administering an inhibitor of ClpP to the individual (e.g., to prevent or reduce weight gain, to increase insulin sensitivity, and/or to increase glucose tolerance).

A cell evaluation method evaluates the quality of a cell population including a plurality of cells. The cell evaluation method comprises: an index calculation step of calculating an index, based on a captured image of the cell population, the index including at least any one of an average distance representing a packing degree of the cells, a spring constant representing a degree of consistency in distances between the cells, and a hexagonal order parameter representing a degree to which an arrangement of the cells resembles a regular hexagon; and an evaluation step of evaluating the cell population, based on the index calculated in the index calculation step.

Provided are methods and compositions for identifying candidate agents for treatment of obesity, liver disease, and/or diabetes. Such methods include, e.g., contacting a mammalian cell or cell population with a test agent, and measuring an expression level and/or activity level of ClpP in the mammalian cell or in cells of the cell population. Also provided are methods and compositions for treating an individual (e.g., one who is obese and/or has diabetes). Treatment methods include administering an inhibitor of ClpP to the individual (e.g., to prevent or reduce weight gain, to increase insulin sensitivity, and/or to increase glucose tolerance).

The present disclosure provides methods of producing hepatocytes from induced pluripotent stem cells. Further provided herein are methods of using the hepatocytes for the treatment of a liver disease.