Yes – once a plants’ leaves begin to yellow or brown, it will not recover. The ZZ plant has made the decision to sacrifice the leaf and concentrate on strengthening other parts of the plant. By removing the sacrificed leaves, it will also prevent your plant from using unnecessary energy on the leaf and prevent any potential pests and diseases