The invention relates to the technical field of
bioinformatics, and discloses a three-dimensional virtual
myocardial cell reconstruction method,
system, equipment and medium based on
cell membrane boundary division, a multi-feature joint matching strategy is adopted, the cross-layer
cell tracking accuracy is greatly improved, and the problem of trajectory breakage caused by large volume and multi-core characteristics of myocardial cells is solved; secondly, the
data processing efficiency is remarkably improved through an automatic
feature extraction model; moreover, three-dimensional integration of space
transcriptome data and
cell morphological characteristics is innovatively realized, an adult
myocardial cell three-dimensional model containing
gene expression information is constructed on a single cell level for the first time, and unprecedented spatial resolution is provided for researching a
molecular mechanism of heart diseases. The method is suitable for
myocardial cell research, the technical framework of the method can be expanded to three-dimensional reconstruction of other large-volume cells such as
skeletal muscle cells, neurons and hepatocytes, and the method has wide scientific research and clinical application value.