Dear Angelica
For cell growth you should be able to use a link function then perform linear mixed modelling. Have a look into Generalized linear mixed modelling (GLMM). Depending on what you're doing you may have to resort to non-linear mixed modelling (R has a nice package to perform this form of modelling called nlme).
I recommend looking at a book called
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