Illumina

An example of a flow cell includes a substrate having depressions separated by interstitial regions; a polymeric hydrogel positioned within each of the depressions; and a plurality of transposome complexes immobilized within each of the depressions by a biotin-containing linker. In this example, each of the plurality of the transposome complexes is of a single type including a transposon end with a portion of a transferred strand hybridized to a portion of a non-transferred strand, wherein the transferred strand includes a first amplification domain and is free of an index sequence.

Presented herein are transposase enzymes and reaction conditions for improved fragmentation and tagging of nucleic acid samples, in particular altered transposases and reaction conditions which exhibit improved insertion sequence bias, as well as methods and kits using the same.

A computer-implemented method of performing an optimized burden test for a particular gene, in which an optimal combination of a maximum allele count and a minimum pathogenicity score threshold that maximize significance of burden testing for rare deleterious variants are determined using a grid search protocol. Each combination of maximum allele count and minimum pathogenicity score threshold is tested with a t-test to obtain effect size and p-value. The combination of allele count and pathogenicity score threshold with the most significant p-value is selected as the optimal parameters for the rare deleterious variant burden test for a particular gene.

Embodiments of the present invention relate to analyzing components of a cell. In some embodiments, the present invention relate to analyzing components of a single cell. In some embodiments, the methods and compositions relate to sequencing nucleic acids. In some embodiments, the methods and compositions relate to identifying and/or quantitating nucleic acid, proteins, organelles, and/or cellular metabolites.

A computer-implemented method of predicting phenotypic shift in response to usage of a plurality of drugs on a plurality of phenotypes of a cohort of individuals with a plurality of confounders. The cohort of individuals has associated phenotype measurements, covariate measurements, and drug usage patterns for two separate time points. The phenotype measurements for the first and second time points are covariate-corrected and drug-usage corrected through the use of biostatistics.

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