The present disclosure provides a system comprising a communication interface and computer for assigning a label to the biomolecule fingerprint, wherein the label corresponds to a biological state. The present disclosure also provides a sensor arrays for detecting biomolecules and methods of use. In some embodiments, the sensor arrays are capable of determining a disease state in a subject.

The present invention relates to a method of processing or fractionating a sample comprising proteins, polypeptides and/or peptides, said method comprising (a) changing the physicochemical conditions of said sample; and (b) performing one or both of the following (i) and (ii): (i) adding solid particulate matter to said sample; and (ii) performing said method in a vessel with a rough surface; wherein steps (a) and (b) can be effected concomitantly or in any order; and wherein said processing or fractionating yields one or more first fractions of proteins, polypeptides and/or peptides as a precipitate on said particulate matter and/or said inhomogeneous surface, and a second fraction of proteins, polypeptides and/or peptides remaining in a supernatant.

The present disclosure provides a method of identifying a polypeptide. The method can include steps of (a) attaching a polypeptide to a particle or solid support, thereby producing an immobilized polypeptide having a plurality of amino acids linked to the particle or solid support; (b) fragmenting the immobilized polypeptide, whereby the particle is attached to a set of fragments of the polypeptide; (c) performing a binding assay including contacting the set of fragments with a plurality of affinity reagents and detecting binding of affinity reagents of the plurality of affinity reagents to the set of fragments; and (d) identifying the polypeptide from results of the binding assay.

A method for analyzing macromolecules, including peptides, polypeptides, and proteins, employing nucleic acid encoding is disclosed.

Disclosed herein are methods for identifying physicochemical properties associated with protein corona formation at the level of proteins and NP-functionalization. Further disclosed herein are compositions comprising combinations of particles configured for low abundance protein collection and deep proteomic analysis.

Disclosed is a proteomics sample preparation device, comprising a pipette tip, an ion exchange resin filler and a solid-phase extraction membrane. The solid-phase extraction membrane is filled into the lower end of the pipette tip, and the ion exchange resin filler is filled into the lower end of the pipette tip and is located above the solid-phase extraction membrane. The ion exchange resin filler is a strong cation exchange resin filler or a strong anion exchange resin filler. Disclosed is a protein chromatographic separation platform comprising the proteomic reactor and a liquid chromatography-mass spectrometer. Disclosed is the use of the proteomics reactor and protein chromatographic separation platform in the protein identification and protein quantitative analysis of a cell, a tissue or a blood sample.

A method for analyzing macromolecules, including peptides, polypeptides, and proteins, employing nucleic acid encoding is disclosed.

The present invention relates to a method for display of a plurality of mammalian glycans on cells or proteins for probing biological interactions and identifying glycan structures involved. A plurality of mammalian cells is genetically engineered in a combinatorial approach to differentially express the human glycome. Genetic engineering of the cell produces a plurality isogenic cells with different repertoires of glycosyltransferases and display of glycans that is used to interpret biological interactions. The plurality of engineered cells display glycans with and without the context of specific proteins exogeneously expressed, and is useful for detection and optimization of biological interactions for example binding of lectins, antibodies, viruses and bacteria and glycoproteins.

The invention provides an assay for assessing the conformational stability of a membrane protein, comprising: (a) providing a sample comprising a first population and a second population of a membrane protein; wherein the membrane protein in the first population is labelled with a donor label and the membrane protein in the second population is labelled with an acceptor label, or the membrane protein in the first population is labelled with an acceptor label and the membrane protein in the second population is labelled with a donor label, (b) exposing the first and second populations of the membrane protein to a stability modulating agent and/or condition, (c) and assessing aggregation between membrane proteins of the first and second populations by activating the donor label to permit a distance-dependent interaction with the acceptor label, which interaction produces a detectable signal.

The invention relates to senescent cell biomarkers and the uses thereof. The invention also extends to methods and kits for detecting senescence, and drug conjugates and pharmaceutical compositions for killing senescent cells.