The invention provides a combined marker combination as well as a detection method and a kit thereof. The combined marker combination comprises a
plasma protein marker and a blood
metabolism marker, the
plasma protein marker comprises an adaptor
protein PH-containing structural domain,
enolase 3, a
proline 4-hydroxylase alpha1 chain and
ethanol dehydrogenase 1C, and the adaptor protein comprises an adaptor protein PH-containing structural domain, a
proline 4-hydroxylase alpha1 chain and a
proline 4-hydroxylase alpha2 chain. The blood
metabolism marker is prepared from
diosgenin,
eicosapentaenoic acid,
folinic acid,
hydroxyprogesterone hexanoate,
testosterone,
perfluorooctane sulfonic acid, prasterone
sulfate,
androstane dienone, long pine needle
ketone and 1-(22 carbon 4 enoyl)
lysophosphatidylcholine. Through cooperative detection of protein-
metabolism markers and combined application of a
machine learning model, accurate prediction of the age-related
disease risk is achieved, the
cognitive decline risk can be pre-judged in advance, meanwhile, efficient
synchronous detection of
multiple markers is achieved by means of a liquid
chromatography-
tandem mass spectrometry synchronous detection technology, the sample dosage is small, the detection process is standardized, and the detection efficiency is high. The large-scale
queue research requirement is met, and multi-center clinical application and popularization are facilitated.