statistical approach to study the dynamics of micropropagation rates, using banana (Musa spp.) as an example

The use of micropropagation to obtain large numbers of high-quality planting material has increased in recent years. Behavior in culture, mainly in terms of multiplication rate, varies among genotypes, directly affecting plant production planning. To study multiplication rates over time, suckers of banana, Musa spp., cv. Maca, were collected in the field and the shoot apex introduced in vitro for micropropagation. The number of new shoots produced in each of the six multiplication cycles was recorded and the data analyzed statistically. Variability in total shoot production and differences in multiplication rates was considerable among families, which consisted of the initial explant and its progeny. Moreover, the adjusted Poisson regression models for the number of shoots showed that the multiplication rate in this cultivar tends to decrease with time: after the seventh subculture, new shoots may form at a very low rate. Interpretation of the first and second derivatives of the regression model allowed determination of the maximum speed of multiplication and the time at which the multiplication rate begins to decline.