The technology disclosed generates a reference array of variant data for locations that are shared between read results which are to be compared, and generates hashes over a selected pattern length of positions in the reference array to independently produce non-unique window hashes for base patterns in the read results. It then selects for comparison window hashes that occur less than a ceiling number of times and compares the selected window hashes to identify common window hashes between the read results. It then determines a similarity measure for the read results based on the common window hashes.

The technology disclosed generates a reference array of variant data for locations that are shared between read results which are to be compared, and generates hashes over a selected pattern length of positions in the reference array to independently produce non-unique window hashes for base patterns in the read results. It then selects for comparison window hashes that occur less than a ceiling number of times and compares the selected window hashes to identify common window hashes between the read results. It then determines a similarity measure for the read results based on the common window hashes.

The invention provides methods and systems for the treatment and diagnosis of pathologic disorders by modulating a physiological state of a target biological entity via exposure of the target entity to a single or a plurality of triggered entities and for transferring of information in a non-direct way and as part of virtual reality interactive environment.

The invention provides methods and systems for the treatment and diagnosis of pathologic disorders by modulating a physiological state of a target biological entity via exposure of the target entity to a single or a plurality of triggered entities and for transferring of information in a non-direct way and as part of virtual reality interactive environment.

Described herein are various systems, methods, and apparatus for systematic creation of isolated homogeneous colonies of cells from vector-based lineages. The vector-based lineages may originate from multiple types of viral vector families (e.g., Paramyx-oviridae, Retroviridae, Parvoviridae) or non-natural engineered vectors or a plurality of vector combinations, for example. In certain embodiments, the isolated homogeneous colonies of cells are vector-free sub-colonies; in other embodiments, the isolated homogeneous colonies of cells are homogeneous vector sub-colonies. In other embodiments, vector mixed sub-colonies are created. The disclosed systems, methods, and apparatus are useful for inducible pluripotent stem cell (iPSC) production and work by selectively binding to one or more corresponding protein markers expressed on the surface of a cell that indicate that cellular reprogramming has occurred. Software is used to automate the purification and isolation of the iPSCs produced.

Described herein are various systems, methods, and apparatus for systematic creation of isolated homogeneous colonies of cells from vector-based lineages. The vector-based lineages may originate from multiple types of viral vector families (e.g., Paramyx-oviridae, Retroviridae, Parvoviridae) or non-natural engineered vectors or a plurality of vector combinations, for example. In certain embodiments, the isolated homogeneous colonies of cells are vector-free sub-colonies; in other embodiments, the isolated homogeneous colonies of cells are homogeneous vector sub-colonies. In other embodiments, vector mixed sub-colonies are created. The disclosed systems, methods, and apparatus are useful for inducible pluripotent stem cell (iPSC) production and work by selectively binding to one or more corresponding protein markers expressed on the surface of a cell that indicate that cellular reprogramming has occurred. Software is used to automate the purification and isolation of the iPSCs produced.

Embodiments of the present technology include a method for testing a blood sample for sepsis. The method may include receiving a blood sample from an individual. The method may also include executing an instruction to analyze the blood sample for sepsis. In addition, the method may include measuring values of a set of characteristics in the blood sample. The set of characteristics being determined prior to measuring the values. The method may further include analyzing the values of the set of characteristics to produce a representation of a suspicion of sepsis. In addition, the method may include displaying the representation. Embodiments also include systems for testing blood sample for sepsis.

Methods for producing an enriched reference data map useful for identifying critical factors for the development of a condition of interest are disclosed. The reference data map may be used to assess the risk or likelihood of a condition of interest being realized. In the context of medicine or genetics, the methods of the invention may be used to produce a risk assessment roadmap useful for identifying elements (biomolecular constructs, biological interactions, and biological pathways) that are critical to the development of a particular disease or syndrome. The roadmap may be consulted to design treatment methods having the greatest likelihood of successfully treating or preventing the development of a disease or syndrome. Also disclosed are methods for using such a risk assessment roadmap to evaluate a specific configuration of elements for determining the changes in the configuration of elements that will result in the achievement or the avoidance of a defined condition of interest. In the context of medicine or genetics, the invention provides methods for determining the susceptibility of an individual or group of individuals to develop a particular disease or syndrome utilizing biological data of the individual or group and assessing the level of risk by referencing a risk assessment roadmap prepared according to the disclosure herein. Uncertainty in diagnosis is minimized or eliminated by these methods, and the targets, interactions, and pathways most likely to be critical for disease development, and so representing the best intervention points for treatment or prevention of the disease or syndrome, are identified.

Methods for producing an enriched reference data map useful for identifying critical factors for the development of a condition of interest are disclosed. The reference data map may be used to assess the risk or likelihood of a condition of interest being realized. In the context of medicine or genetics, the methods of the invention may be used to produce a risk assessment roadmap useful for identifying elements (biomolecular constructs, biological interactions, and biological pathways) that are critical to the development of a particular disease or syndrome. The roadmap may be consulted to design treatment methods having the greatest likelihood of successfully treating or preventing the development of a disease or syndrome. Also disclosed are methods for using such a risk assessment roadmap to evaluate a specific configuration of elements for determining the changes in the configuration of elements that will result in the achievement or the avoidance of a defined condition of interest. In the context of medicine or genetics, the invention provides methods for determining the susceptibility of an individual or group of individuals to develop a particular disease or syndrome utilizing biological data of the individual or group and assessing the level of risk by referencing a risk assessment roadmap prepared according to the disclosure herein. Uncertainty in diagnosis is minimized or eliminated by these methods, and the targets, interactions, and pathways most likely to be critical for disease development, and so representing the best intervention points for treatment or prevention of the disease or syndrome, are identified.

The invention relates to a reference-based method for the compression of genome sequence data produced by a sequencing machine. The sequences of nucleotides or bases, that have been previously aligned to a reference sequence, are determined to be perfectly mapped, imperfectly mapped or unmapped with the reference sequence; and then coded according to said determination. The determining step comprises comparing, for each imperfectly mapped sequence, the number of mismatches between said sequence and the reference sequence with a reference threshold value, and encoding the imperfectly mapped sequences according to distinct encoding processes, depending on the result of said comparison method for the compression of genome sequence data produced by a sequencing machine.