A method of predicting a phenotypical age of a subject based on a microflora taxonomic profile of a microbiota of the subject can include: isolating a plurality of microorganism nucleic acids of microorganisms from a sample of a microbiota of the subject; analyzing the plurality of microorganism nucleic acids to determine an amount of the microorganisms of the microbiota based on the plurality of microorganism nucleic acids; generating a taxonomic profile of the microbiota of the subject based on the amount of each of the microorganisms; processing the taxonomic profile of the microbiota with a computer configured with a machine learning platform in order to predict the phenotypical age of the subject; generating a report with the predicted phenotypical age of the subject; and providing the report to the subject.

A method of predicting a phenotypical age of a subject based on a microflora taxonomic profile of a microbiota of the subject can include: isolating a plurality of microorganism nucleic acids of microorganisms from a sample of a microbiota of the subject; analyzing the plurality of microorganism nucleic acids to determine an amount of the microorganisms of the microbiota based on the plurality of microorganism nucleic acids; generating a taxonomic profile of the microbiota of the subject based on the amount of each of the microorganisms; processing the taxonomic profile of the microbiota with a computer configured with a machine learning platform in order to predict the phenotypical age of the subject; generating a report with the predicted phenotypical age of the subject; and providing the report to the subject.

The disclosed embodiments concern methods, apparatus, systems and computer program products for determining and displaying pedigrees based on IBD data. Some implementations use a probabilistic relationship model to obtain various likelihoods of various potential relationships based on pairwise IBD data, and pairwise age data. Some implementations build large pedigrees by combining smaller pedigrees. Some implementations display pedigree graphs with various features that are informative and easy to understand.

A method of generating offspring with a precharacterized genome is disclosed. In one embodiment, the method comprises the steps of (a) obtaining ungulate haploid embryonic cells, (b) deriving haploid embryonic outgrowth from the cells of step (a), (c) characterizing the genome of the haploid cells of step (b), and (d) deriving diploid embryos or offspring from the cells of step (c).

A system for providing alimentary elements includes a computing device configured to receive a primary input relating to a first user for a compatible alimentary element based on biological extraction, receive secondary input from the second user for an alimentary element not associated with biological extraction, generate an extensible alimentary element display for the second user, wherein generating the extensible alimentary element display includes locating at least an alimentary element originator as a function of the secondary input and the compatible alimentary elements, generating a queue of alimentary elements from the located alimentary element originator, wherein the queue includes alimentary elements for the second user as a function of the secondary input and compatible alimentary elements for the first user, and provide a representation, via a graphical user interface, of a compatible alimentary element for the first user and an alimentary element for the second user.

Determining relative connections between individuals includes: obtaining identification information of a first individual and identification information of a second individual; determining, based at least in part on a relative connections graph, a relative connections path connecting the first individual, the second individual, and at least one additional individual; and outputting information pertaining to the relative connections path.

Determining relative connections between individuals includes: obtaining identification information of a first individual and identification information of a second individual; determining, based at least in part on a relative connections graph, a relative connections path connecting the first individual, the second individual, and at least one additional individual; and outputting information pertaining to the relative connections path.

Displaying a comparison of genotypic information between relatives is disclosed, including receiving an indication that a first individual is a grandparent, receiving an indication that a second individual is a grandchild of the first individual, comparing the genotypic information of the first individual and the second individual and calculating a similarity score, and displaying an indication of the similarity score graphically using colors.

A system for providing alimentary elements includes a computing device configured to receive a primary input relating to a first user for a compatible alimentary element based on biological extraction, receive secondary input from the second user for an alimentary element not associated with biological extraction, generate an extensible alimentary element display for the second user, wherein generating the extensible alimentary element display includes locating at least an alimentary element originator as a function of the secondary input and the compatible alimentary elements, generating a queue of alimentary elements from the located alimentary element originator, wherein the queue includes alimentary elements for the second user as a function of the secondary input and compatible alimentary elements for the first user, and provide a representation, via a graphical user interface, of a compatible alimentary element for the first user and an alimentary element for the second user.

A system for collecting a biological sample from a passenger cabin includes a collector for collecting particulate samples positioned within at least one of an outlet flow path or a recirculation flow path. The system includes at least one of an outflow valve positioned in the outlet flow path downstream from the collector or a HEPA (high efficiency particulate air) filter positioned in the recirculation flow path downstream from the collector. A method for collecting particulates from cabin air includes capturing particulates in at least one of an outlet flow path or a recirculation flow path with a collector for a period of time, removing the collector from at least one of the outlet flow path or the recirculation flow path for testing, and inserting a clean collector into at least one of the outlet flow path or the recirculation flow path for use during another period of time.