In some embodiments, a non-transitory processor-readable medium stores code representing instructions to be executed by a processor. The code includes code to cause the processor to receive a plurality of sets of images associated with a sample treated with fluorescence in situ hybridization (FISH) probes. Each image from that set of images is associated with a different focal length using a fluorescence microscope. Each FISH probe can selectively bind to a unique location on chromosomal DNA in the sample. The code further causes the processor to identify cell nuclei in the images. The code further causes the processor to apply a convolutional neural network (CNN) to each set of images. The CNN is configured to identify a probe indication from a plurality of probe indications for that set of images. The code further causes the processor to identify the sample as containing circulating tumor cells.

A method for reducing senescence-positive cells in a subject includes a step of identify a subject having increased expression of p16INK4a or at risk for increased of p16INK4a. A fasting-mimicking diet is administered to the subject for a first time period.

The disclosure provides methods that facilitate disease management by providing for early detection of metabolic changes that differentiate critically ill-COVID-19 patients under mechanical ventilation at the intensive care unit (ICU) who are likely to exhibit faster recovery.

Identification of urokinase-type plasminogen, matrix metalloproteinase 9, and β-2-microglobulin as novel biomarkers associated with liver fibrosis and uses thereof in diagnosing and staging liver fibrosis.

Methods for diagnosis to allow prediction of the likelihood of preterm birth based upon the concentration of lipocalin-type prostaglandin D2 synthase (L-PGDS) in cervical vaginal secretions. In addition, specific prostaglandin D2 receptor antagonists may represent novel tocolytic therapeutics.

The present disclosure is directed to a method for reducing immunoreactivity of a food including (a) incubating a food that contains at least one protein with a cross-linking enzyme to form a food that includes at least one cross-linked protein; and (b) fermenting the food including the at least one cross-linked protein with a microorganism to form a modified food including a hydrolysate of the at least one cross-linked protein, wherein (a) is performed before (b) and wherein a level of immunoreactivity of the modified food is less than a level of immunoreactivity of an unmodified food including at least one protein. Modified foods obtained from the present method are also provided.

The present disclosure relates to the treatment of Hutchinson-Gilford Progeria Syndrome (HGPS) and diseases related to vascular ageing and in the treatment of smooth muscle cells diseases, in particular an inhibitor of a metalloprotease the treatment of smooth muscle cells diseases. The disclosure subject matter describes a more effective therapies for the treatment of Hutchinson-Gilford Progeria Syndrome and diseases related to vascular ageing, or namely by the use of an inhibitor of a metalloprotease.

The present invention relates to biomarkers that are predictive of renal disease in patients who have diabetes. The present invention also provides methods of using such biomarkers to predict the risk that a diabetic patient will develop renal disease, and/or to identify a patient who has diabetes as being in need of a therapy to prevent or delay the onset of a renal disease.

Described are glutathione adducts of fatty aldehydes (FALD-GSH) and methods useful in the detection of FALD-GSH in the identification of pathologies associated with leukocyte-mediated disease conditions, including eosinophil and neutrophil activation. Thus, the present disclosure provides methods of diagnosing a subject as having or being at risk of developing a leukocyte-mediated disease (LMD) comprising (a) detecting the level of glutathione adducts of 2-halofatty aldehydes (FALD-GSH) in a sample; (b) comparing the amount of FALD-GSH with a control or standard reflective of diseased and/or healthy levels of FALD-GSH; and (c) diagnosing the subject as having or being at risk of developing LMD if the level of FALD-GSH in the sample is higher than the control or standard.

A method for in vitro diagnosing asphyxia and disorders related thereto, a method of in vitro estimating duration of hypoxia in a patient subjected to asphyxia, and a method for in vitro monitoring of normoxic, hypoxic and hyperoxic conditions and/or normobaric and hyperbaric oxygen therapy, includes quantitatively detecting in a biological sample of a patient a plurality of asphyxia specific endogenous compounds which are selected from the group consisting of biogenic amines; carnitine-derived compounds; amino acids; bile acids; carboxylic acids; eicosanoids; lipids; precursors of cholesterol, cholesterol metabolites; prostanoids; and sugars.