Studies over the past two decades have provided important information on evolution. An essential discipline gradually formed called evolutionary developmental biology, or evo-devo combines the principles of evolutionary biology and developmental biology to investigate the genetic and environmental factors that affect the development of organisms and how these elements affect evolutionary change. In this discipline, evolution can be explained by genetics, cell biology, and developmental biology. These fields provide crucial insights into how genetic variation, cellular processes, and developmental mechanisms contribute to population changes over time. With the popularity of emerging information technologies such as mobile Internet and big data, the global digital economy is booming. The development of gene sequencing technology has led to the rapid growth of genomic data, and the combination of large-scale genomics, metabolomics, and functional research systems, known as “big data” and bioinformatics, has brought about a “technological revolution” in evolutionary research. Therefore, enhancing the interconnection between scientific research in various fields is extremely necessary and will be effective.