Abstract: Disclosed are microbial biomarkers and methods for accurate non-invasive diagnosis of non-alcoholic fatty liver disease (NAFLD) in subjects. The microbial biomarkers include Lactococcus lactis as well as its strains and subspecies. The microbial biomarkers include Dorea sp. 5-2. The methods include measuring abundance or copy number of the one or more microbial biomarkers in a sample from the subject. The sample may be bodily fluid, mucus, or stool. Also described are methods of treating a subject with NAFLD by administering to the subject a composition containing Lactococcus lactis and/or Dorea sp. 5-2.

Abstract: Techniques for programmatically recovering broken references between a model and corresponding extensions. This preferably comprises persisting a snapshot of each extended model, along with the extensions to the model, where the extensions reference objects in the snapshot. Upon subsequently reloading the object model, the snapshot is compared to a current version of the object model. If the snapshot does not match this current version, the snapshot is preferably revised using a merge operation, such that the extensions then refer to the correct objects.

Abstract: Conversion from a graphical representation to a structural, text-based representation of a business process. A method and system identifies shared nodes in the graphical representation having more than one incoming control connection. Segmenting a graph based on the initial graphical representation based on the location of the shared nodes. Converting each segment of the graph to a set of corresponding segment-based structural, text-based representations. Creating a resultant structural text-based representation comprising the set of corresponding representations in which each of the segment-based representations is defined to potentially execute concurrently. Generating synchronization elements in the resultant representation defined with reference to the incoming control connections of the previously identified shared nodes, while maintaining the semantics of the initial graphical representation in the resultant structural text-based representation.