The invention relates to the technical field of biological analysis, and discloses a single-
cell lipid type characteristic driven
cell typing method,
system, equipment and medium. The
cell lipid type is defined by using single-cell lipid data, a cell lipid type
library can be established, labeling is not needed, the method is suitable for any
biological cell sample, and the applicability and subsequent
cell typing efficiency of the method are greatly improved; the cell lipid type
library can be repeatedly used after being established, and pure cells do not need to be obtained in each experiment, so that the cost can be effectively reduced; secondly, the cell sample is accurately divided into different subgroups according to cell lipid characteristics by using an
unsupervised clustering method, finally, different subgroups in the cell sample are identified by using lipid type definitions of different cells, and meanwhile, unmatched novel lipid subgroups are found, so that the
cell type of a
molecular level can be stably described; and the
cell typing precision is improved. In addition, an experience-driven research mode is changed into a data-driven research mode, so that researchers can be helped to quickly find out neglected biological discovery.