International Journal of Molecular Evolution and Biodiversity, 2025, Vol.15, No.2, 99-110 http://ecoevopublisher.com/index.php/ijmeb 108 network of active ingredient synthesis and stress response. The introduction of machine learning algorithms can mine key regulatory gene clusters from massive data (Shi et al., 2024a), providing new targets for molecular design breeding. The construction of an interdisciplinary collaboration system is also crucial. The establishment of an innovation alliance covering genetic breeding, agronomy, ecology and industrial application can accelerate the transformation of scientific research results. The establishment of a regional research center and germplasm bank in Qingchuan will achieve efficient resource integration. Exploring the PPP model can provide continuous support for major scientific research projects and promote the industrialization of excellent germplasm (Upadhyaya et al., 2008). This multi-dimensional innovation system will comprehensively improve the research and application level of Lindera aggregata. 8 Concluding Remarks Qingchuan Linderae shows rich genetic diversity, which is closely related to its ecological adaptation process. Population genetic analysis based on molecular markers such as SSR and SNP not only clarified the genetic structure characteristics of the species, but also successfully screened out characteristic germplasm with high medicinal value (such as volatile oil content) and strong stress resistance. The study also identified key genes that regulate secondary metabolism and environmental adaptation through functional genomics, laying a theoretical foundation for molecular design breeding. To achieve sustainable utilization of Lindera aggregata resources, it is necessary to establish a management system that emphasizes both protection and development. Building a germplasm conservation network that coordinates multiple ecological zones is the basic guarantee for maintaining genetic diversity, and the application of modern breeding technologies such as MAS and CRISPR/Cas9 has greatly improved the efficiency of breeding excellent traits. This "protection-development" collaborative model not only ensures the continuation of species, but also meets the industry's demand for high-quality raw materials. Technological innovation will promote industrial transformation and upgrading. Integrating cutting-edge technologies such as multi-omics analysis, intelligent breeding and ecological cultivation is expected to establish an environmentally friendly Chinese herbal medicine production system. By deepening industry-university-research cooperation, it will not only strengthen the industrial advantages of Qingchuan Lindera aggregata, but also achieve a win-win situation of ecological protection and economic development, and provide a demonstration for the efficient utilization of traditional medicinal resources. Acknowledgments I sincerely thank the anonymous reviewers for their constructive and targeted suggestions for revising the manuscript. Conflict of Interest Disclosure The author affirms that this research was conducted without any commercial or financial relationships that could be construed as a potential conflict of interest. References Bi Q.X., 2008, Optimization of the ISSR conditions in Lindera aggregata, Journal of Northwest Forestry University, 2008: 88065124. Bh H.A., Bhanu A., Srivastava K., Singh M.S., and Hemantaranjan A., 2017, Assessment of genetic diversity in crop plants - an overview, Advances in Plants and Agriculture Research, 7(3): 279-286. https://doi.org/10.15406/apar.2017.07.00255 Cai H., Wang J., Luo Y., Wang F., He G., Zhou G., and Peng X., 2020, Lindera aggregata intervenes adenine-induced chronic kidney disease by mediating metabolism and TGF-β/Smad signaling pathway, Biomedicine & Pharmacotherapy, 134: 111098. https://doi.org/10.1016/j.biopha.2020.111098 Carvalho Y., Vitorino L., Souza U., and Bessa L., 2019, Recent trends in research on the genetic diversity of plants: implications for conservation, Diversity, 11(4): 62. https://doi.org/10.3390/d11040062 Chao Z., 2003, Tannins from the stems of Lindera aggregata I, Chinese Journal of Natural Medicines, 2003: 204-206.
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