Abstract: A method for determining at least one of a medical diagnosis recommendation and a medical intervention recommendation for a subject. At least one of electronic health record (EHR) data and biomarker data for the subject are input into a diagnostic/intervention recommendation model that comprises parameters and a function. The parameters are identified based on a training dataset that comprises a plurality of training samples. Each training sample is associated with a retrospective subject and includes at least one of EHR data and biomarker data for the retrospective subject. The function represents a relation between the at least one of EHR data and biomarker data for the subject received as inputs to the diagnostic/intervention recommendation model, and at least one of a medical diagnosis recommendation and intervention recommendation for the subject generated as an output of the model.

Abstract: Disclosed is a hybridisation capture method based on the pyrophosphorolysis reaction. According to the present invention, there is provided a method for increasing the ratio of a first nucleic acid sequence to second nucleic acid sequence in a sample.

Abstract: Described herein is a method of sequencing, comprising: splitting an asymmetrically tagged library into a plurality of subsamples, tagging the adaptor-ligated DNA in the sub-samples with sequence tags that identify the subsamples, optionally pooling the sub-samples, sequencing polynucleotides from each of the tagged sub-samples, or copies of the same, to produce sequence reads each comprising: i. a sub-sample identifier sequence and ii. the sequence of at least part of a fragment in the sample, wherein some of the sequence reads are derived from the top strand of a fragment in the sample and some of the sequence reads of are derived from the bottom strand of the same fragment.

Abstract: The present invention provides improved P450-BM3 variants with improved activity. In some embodiments, the P450-BM3 variants exhibit improved activity over a wide range of substrates.

Abstract: Among other things, a method for normalizing a sample is provided. In some embodiments, the method comprises: (a) reacting a sample with a limiting amount of a single-turnover sequence-specific endonuclease that recognizes a target sequence, thereby cleaving a portion of the nucleic acid molecules that comprise the target sequence and producing a normalized amount of a first cleavage product; and (b) isolating, transcribing or selectively amplifying the normalized amount of the first cleavage product. In this method, because a limiting amount of the endonuclease is used, the normalized amount of the first cleavage product is determined by the limiting amount of the first single-turnover sequence-specific endonuclease used in step (a).

Abstract: The present invention provides improved P450-BM3 variants with improved activity. In some embodiments, the P450-BM3 variants exhibit improved activity over a wide range of substrates.

Abstract: Described herein is a method of sequencing a template that comprises a direct repeat, comprising: (a) in the same reaction, hybridizing a primer to a first site that is upstream of the first repeat sequence and hybridizing a primer to a second site that is upstream of the second repeat sequence, wherein the first and second sites are: (i) upstream of the first and second repeat sequences, respectively, and (ii) equidistant from the first and second repeat sequences; and (b) subjecting the hybridization product of (a) to a sequencing-by-synthesis sequencing reaction to produce a sequence read that comprises a combination of the first and second repeat sequences.

Abstract: Aspects of the present invention include analyzing nucleic acids from single cells using methods that include using tagged polynucleotides containing multiplex identifier sequences.

Abstract: Described herein, among other things, is a method of sequencing, comprising: concatenating a plurality of fragments of genomic DNA to produce concatenated DNA; sequencing the concatenated DNA to produce a plurality of sequence reads, wherein at least some of the sequence reads comprise: at least the sequence of the 3? and/or 5? ends of a fragment that corresponds to the locus of interest and sequence of one or both of the fragments that flank the fragment in the concatenated DNA; and grouping the sequence reads that corresponds to the locus of interest using, for each of the grouped sequence reads: the 3? and/or 5? end sequences; and/or the flanking sequence.

Abstract: Described herein is a population of direct repeat molecules, where each molecule of the population contains a direct repeat composed of sequences that are amplified from the opposite strands of a double-stranded fragment of genomic DNA. Within each molecule, the first repeat (referred to as TOP) is amplified from the one strand of a double-stranded fragment of genomic DNA and the second repeat (referred to as BOT?) is amplified from the other strand of the same fragment of double-stranded fragment of genomic DNA.

Abstract: The present invention provides improved P450-BM3 variants with improved activity. In some embodiments, the P450-BM3 variants exhibit improved activity over a wide range of substrates.

Abstract: The present invention provides improved P450-BM3 variants with improved activity. In some embodiments, the P450-BM3 variants exhibit improved activity over a wide range of substrates.

Abstract: Disclosed is a synthetic gene cluster for producing gadusol derivatives, expression vectors and host cells containing the same, methods of producing gadusol derivatives, and compositions thereof. In an example, the synthetic gene cluster includes a valA nucleotide sequence capable of expressing ValA protein; a nucleotide sequence capable of expressing methyltransferase/oxidoreductase (MT-Ox) protein; a mysC nucleotide sequence capable of expressing a MysC protein; and a mysD nucleotide sequence capable of expressing a MysD protein. In this way, gadusol derivatives can be produced in amounts sufficient for use in a variety of applications.

Abstract: A method of evaluating a sequence variation in a sample is provided. In some embodiments, the method may involve: amplifying a nucleic acid product from an initial sample; fragmenting an amount of the nucleic acid product to produce fragments; attaching an adaptor to each end of the fragments to produce adaptor-tagged fragments; sampling no more than 10% of the tagged fragments and amplifying them; sequencing at least some of the copies of the fragments to produce a plurality of sequence reads; grouping sequence reads for copies of fragments that have the same fragmentation breakpoints; deriving a consensus sequence for each of the read groups; and aligning the consensus sequences with a reference sequence.

Abstract: The present invention provides engineered proline hydroxylase polypeptides for the production of hydroxylated compounds, polynucleotides encoding the engineered proline hydroxylases, host cells capable of expressing the engineered proline hydroxylases, and methods of using the engineered proline hydroxylases to prepare compounds useful in the production of active pharmaceutical agents.

Abstract: Aspects of the present invention include analyzing nucleic acids from single cells using methods that include using tagged polynucleotides containing multiplex identifier sequences.

Abstract: The present invention provides engineered proline hydroxylase polypeptides for the production of hydroxylated compounds, polynucleotides encoding the engineered proline hydroxylases, host cells capable of expressing the engineered proline hydroxylases, and methods of using the engineered proline hydroxylases to prepare compounds useful in the production of active pharmaceutical agents.

Abstract: Aspects of the present invention include analyzing nucleic acids from single cells using methods that include using tagged polynucleotides containing multiplex identifier sequences.

Abstract: The present invention provides improved P450-BM3 variants with improved activity. In some embodiments, the P450-BM3 variants exhibit improved activity over a wide range of substrates.

Abstract: The present invention provides improved P450-BM3 variants with improved activity. In some embodiments, the P450-BM3 variants exhibit improved activity over a wide range of substrates.