IJMEB_2025v15n2

International Journal of Molecular Evolution and Biodiversity, 2025, Vol.15, No.2, 64-72 http://ecoevopublisher.com/index.php/ijmeb 72 Stich B., and Van Inghelandt D., 2018, Prospects and potential uses of genomic prediction of key performance traits in tetraploid potato, Frontiers in Plant Science, 9: 159. https://doi.org/10.3389/fpls.2018.00159 Sverrisdóttir E., Sundmark E., Johnsen H., Kirk H., Asp T., Janss L., Bryan G., and Nielsen K., 2018, The value of expanding the training population to improve genomic selection models in tetraploid potato, Frontiers in Plant Science, 9: 1118. https://doi.org/10.3389/fpls.2018.01118 Tiwari J., Buckseth T., Zinta R., Bhatia N., Dalamu D., Naik S., Poonia A., Kardile H., Challam C., Singh R., Luthra S., Kumar V., and Kumar M., 2022, Germplasm, breeding, and genomics in potato improvement of biotic and abiotic stresses tolerance, Frontiers in Plant Science, 13: 805671. https://doi.org/10.3389/fpls.2022.805671 Tong H., and Nikoloski Z., 2020, Machine learning approaches for crop improvement: leveraging phenotypic and genotypic big data, Journal of Plant Physiology, 257: 153354. https://doi.org/10.1016/j.jplph.2020.153354 Varshney R., Roorkiwal M., and Sorrells M., 2017, Genomic selection for crop improvement, Crop Science, 49: 1-12. https://doi.org/10.1007/978-3-319-63170-7 Voss-Fels K., Cooper M., and Hayes B., 2018, Accelerating crop genetic gains with genomic selection, Theoretical and Applied Genetics, 132: 669-686. https://doi.org/10.1007/s00122-018-3270-8 Wang Y.F., and Zhang L.M., 2024, Gene-driven future: breakthroughs and applications of marker-assisted selection in tree breeding, Molecular Plant Breeding, 15(3): 132-143. https://doi.org/10.5376/mpb.2024.15.0014 Wang X., Wang X., Xu Y., Hu Z., and Xu C., 2018, Genomic selection methods for crop improvement: current status and prospects, The Crop Journal, 6(4): 330-340. https://doi.org/10.1016/J.CJ.2018.03.001 Wu P., Stich B., Hartje S., Muders K., Prigge V., and Van Inghelandt D., 2025, Optimal implementation of genomic selection in clone breeding programs-exemplified in potato: II. effect of selection strategy and cross-selection method on long-term genetic gain, The Plant Genome, 18(1): e70000. https://doi.org/10.1101/2024.06.21.600034 Wu P., Stich B., Renner J., Muders K., Prigge V., and Van Inghelandt D., 2023, Optimal implementation of genomic selection in clone breeding programs-exemplified in potato: I. Effect of selection strategy, implementation stage, and selection intensity on short-term genetic gain, The Plant Genome, 16(2): e20327. https://doi.org/10.1002/tpg2.20327 Xu Y., Liu X., Fu J., Wang H., Wang J., Huang C., Prasanna B., Olsen M., Wang G., and Zhang A., 2019, Enhancing genetic gain through genomic selection: from livestock to plants, Plant Communications, 16(2): e20327. https://doi.org/10.1016/j.xplc.2019.100005

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