Abstract: Methods, devices, compositions and kits are provided for analysis of the microbiome or individual components thereof in an individual. The methods find use in a determination of infection, in analysis of the microbiome structure, in determining the immunocompetence of an individual, and the like. In some embodiments of the invention, the individual is treated with an therapeutic regimen, e.g. drugs, diet, radiation therapy, and the like.

Abstract: Methods, devices, compositions and kits are provided for analysis of the microbiome or individual components thereof in an individual. The methods find use in a determination of infection, in analysis of the microbiome structure, in determining the immunocompetence of an individual, and the like. In some embodiments of the invention, the individual is treated with an therapeutic regimen, e.g. drugs, diet, radiation therapy, and the like.

Abstract: Methods, devices, compositions and kits are provided for analysis of the microbiome or individual components thereof in an individual. The methods find use in a determination of infection, in analysis of the microbiome structure, in determining the immunocompetence of an individual, and the like. In some embodiments of the invention, the individual is treated with an therapeutic regimen, e.g. drugs, diet, radiation therapy, and the like.

Abstract: Methods, devices, compositions and kits are provided for analysis of the microbiome or individual components thereof in an individual. The methods find use in a determination of infection, in analysis of the microbiome structure, in determining the immunocompetence of an individual, and the like. In some embodiments of the invention, the individual is treated with an therapeutic regimen, e.g. drugs, diet, radiation therapy, and the like.

Abstract: Methods, devices, compositions and kits are provided for analysis of the microbiome or individual components thereof in an individual. The methods find use in a determination of infection, in analysis of the microbiome structure, in determining the immunocompetence of an individual, and the like. In some embodiments of the invention, the individual is treated with an therapeutic regimen, e.g. drugs, diet, radiation therapy, and the like.

Abstract: Methods, devices, compositions and kits are provided for analysis of the microbiome or individual components thereof in an individual. The methods find use in a determination of infection, in analysis of the microbiome structure, in determining the immunocompetence of an individual, and the like. In some embodiments of the invention, the individual is treated with an therapeutic regimen, e.g. drugs, diet, radiation therapy, and the like.

Abstract: Methods, devices, compositions and kits are provided for analysis of the microbiome or individual components thereof in an individual. The methods find use in a determination of infection, in analysis of the microbiome structure, in determining the immunocompetence of an individual, and the like. In some embodiments of the invention, the individual is treated with an therapeutic regimen, e.g. drugs, diet, radiation therapy, and the like.

Abstract: Systems and methods are directed to object detection at various ranges for autonomous vehicles. In one example, a system includes a camera providing a first field of view; a machine-learned model that has been trained to generate object detection range estimates based at least in part on labeled training data representing image data having a second field of view different from the first field of view; and a computing system including one or more processors; and memory including instructions that, when executed by the one or more processors, cause the one or more processors to perform operations. The operations include obtaining image data from the camera.

Abstract: Methods, devices, compositions and kits are provided for analysis of the microbiome or individual components thereof in an individual. The methods find use in a determination of infection, in analysis of the microbiome structure, in determining the immunocompetence of an individual, and the like. In some embodiments of the invention, the individual is treated with an therapeutic regimen, e.g. drugs, diet, radiation therapy, and the like.

Abstract: Methods, devices, compositions and kits are provided for analysis of the microbiome or individual components thereof in an individual. The methods find use in a determination of infection, in analysis of the microbiome structure, in determining the immunocompetence of an individual, and the like. In some embodiments of the invention, the individual is treated with a therapeutic regimen, e.g. drugs, diet, radiation therapy, and the like.

Abstract: Systems and methods are directed to object detection at various ranges for autonomous vehicles. In one example, a system includes a camera providing a first field of view; a machine-learned model that has been trained to generate object detection range estimates based at least in part on labeled training data representing image data having a second field of view different from the first field of view; and a computing system including one or more processors; and memory including instructions that, when executed by the one or more processors, cause the one or more processors to perform operations. The operations include obtaining image data from the camera.

Abstract: The disclosure provides a capture system and methods for isolating cysteine-containing peptides from biological fluid and proteolytic mixtures. The disclosure also provides compounds of formulae (II), (III), and (IV), useful in methods of the invention.

Abstract: The disclosure provides methods for processing a biological samples and determining the presence or an amount of a polypeptide in a biological sample, such as when the polypeptide is oxytocin or vasopressin.

Abstract: The disclosure provides a capture system and methods for isolating cysteine-containing peptides from biological fluid and proteolytic mixtures. The disclosure also provides compounds of formulae (II), (III), and (IV), useful in methods of the invention.

Abstract: Methods, devices, compositions and kits are provided for analysis of the microbiome or individual components thereof in an individual. The methods find use in a determination of infection, in analysis of the microbiome structure, in determining the immunocompetence of an individual, and the like. In some embodiments of the invention, the individual is treated with a therapeutic regimen, e.g. drugs, diet, radiation therapy, and the like.

Abstract: One aspect of the present invention relates to a method of processing lignocellulosic material, comprising initial steam pretreatment to give pretreated lignocellulosic material with an average particle size, followed by refining to give refined lignocellulosic material with an average particle size, wherein the average particle of the pretreated lignocellulosic material is greater than the average particle size of the refined lignocellulosic material. In certain embodiments, the lignocellulosic material is selected from the group consisting of grass, switch grass, cord grass, rye grass, reed canary grass, miscanthus, sugar-processing residues, sugar cane bagasse, agricultural wastes, rice straw, rice hulls, barley straw, corn cobs, cereal straw, wheat straw, canola straw, oat straw, oat hulls, corn fiber, stover, soybean stover, corn stover, forestry wastes, recycled wood pulp fiber, sawdust, hardwood, and softwood.

Abstract: One aspect of the invention relates to a process, comprising treating lignocellulosic biomass according to a first pretreatment protocol, thereby generating a first product mixture; separating the first product mixture into a first plurality of fractions; and treating at least one fraction of said first plurality of fractions according to a second pretreatment protocol, thereby generating a second product mixture. In one embodiment, the lignocellulosic biomass is selected from the group consisting of grass, switch grass, cord grass, rye grass, reed canary grass, miscanthus, sugar-processing residues, sugarcane bagasse, agricultural wastes, rice straw, rice hulls, barley straw, corn cobs, cereal straw, wheat straw, canola straw, oat straw, oat hulls, corn fiber, stover, soybean stover, corn stover, forestry wastes, recycled wood pulp protocol protocol fiber, paper sludge, sawdust, hardwood, softwood, and combinations thereof.

Abstract: The invention provides methods and compositions for protein structure analysis, including substrate binding sites, sites of protein-protein interactions, three dimensional structure analysis, and stability, all with single amino acid resolution. In general, the subject methods involve introduction of cysteine residues, which serve as probes for physical analysis, into a protein by translational misincorporation in vivo. In many embodiments, proteins containing misincorporated cysteine residues are reacted with a crosslinking agent that covalently links misincorporated cysteine residues to a proximal amino acid in the folded protein. These methods, termed “MXLINK” methods, may be used for protein tertiary structure analysis. In other embodiments, cysteine-misincorporated proteins are used in protein footprinting methods, termed “MPAX” or “MSX” methods.

Abstract: The invention provides methods and compositions for protein structure analysis, including substrate binding sites, sites of protein-protein interactions, three dimensional structure analysis, and stability, all with single amino acid resolution. In general, the subject methods involve introduction of cysteine residues, which serve as probes for physical analysis, into a protein by translational misincorporation in vivo. In many embodiments, proteins containing misincorporated cysteine residues are reacted with a crosslinking agent that covalently links misincorporated cysteine residues to a proximal amino acid in the folded protein. These methods, termed “MXLINK” methods, may be used for protein tertiary structure analysis. In other embodiments, cysteine-misincorporated proteins are used in protein footprinting methods, termed “MPAX” or “MSX” methods.

Abstract: The invention provides methods and compositions for protein structure analysis, including substrate binding sites, sites of protein-protein interactions, three dimensional structure analysis, and stability, all with single amino acid resolution. In general, the subject methods involve introduction of cysteine residues, which serve as probes for physical analysis, into a protein by translational misincorporation in vivo. In many embodiments, proteins containing misincorporated cysteine residues are reacted with a crosslinking agent that covalently links misincorporated cysteine residues to a proximal amino acid in the folded protein. These methods, termed “MXLINK” methods, may be used for protein tertiary structure analysis. In other embodiments, cysteine-misincorporated proteins are used in protein footprinting methods, termed “MPAX” or “MSX” methods.