The invention discloses a tumor main clone
allele frequency
dynamic monitoring and closed-
loop control method, and belongs to the field of biological
gene detection and
data processing. The method comprises the following steps: firstly, constructing a
state space dynamic model containing state parameters of a master clone and a slave clone, introducing a molecular regulatory factor, then setting a main clone
allele frequency monitoring threshold interval, synchronously acquiring abundance of the master clone and the slave clone detected by digital PCR at multiple rates, CRP,
albumin and other hematopathology indexes as observation parameters, and carrying out quantitative analysis on the observation parameters. According to the method, observation parameters are predicted based on an extended Kalman filtering fusion model, the main clone
allele frequency is accurately estimated in real time, and according to a comparison result of the main clone
allele frequency and a monitoring threshold interval, the number of days for taking or stopping the targeted
drug is dynamically adjusted, so that closed-
loop control of the main clone
allele frequency is realized. Closed-loop fusion of tumor monitoring and
drug administration regulation is achieved,
drug resistance
germination is intervened in advance, and the progression-free lifetime of a patient is remarkably prolonged.