The invention provides an intratumoral bacterium detection and
analysis method based on
circular DNA enrichment sequencing and related model construction, and belongs to the field of
molecular biology. The intratumoral bacterium detection method provided by the invention comprises the following steps: extracting total
DNA of
cancer tissue or para-
carcinoma tissue, carrying out linear
digestion, purifying a linear
digestion product, and enriching to obtain
circular DNA; the method comprises the following steps: amplifying
circular DNA, and breaking
a DNA amplification product to 300-500bp; purifying
DNA fragments, constructing a
library, and sequencing; and performing
genome comparison according to a sequencing result to obtain information of the
intracellular bacteria. According to the method, complete bacterial
genome and
plasmid genome information can be captured, and the detection sensitivity of the
intracellular bacteria and the richness of the bacterial genome information are improved. The invention further provides an intratumoral bacterium
analysis method which can be used for screening generic
cancer bacterial markers, and provides a
cancer risk assessment machine learning model based on the intratumoral bacterium, so that the clinical application possibility of the intratumoral bacterium is improved.