Necessary to take hardest prereqs?

Obviously it's best to have the highest GPA possible. One of the best ways to maximize GPA is to take the easiest classes possible (prereqs included). Do med schools look down on applicants who deliberately take easier versions of prereqs? For example, taking "baby" bio instead of bio 101. Both would still have labs. Is there a disadvantage?

Necessary to take hardest prereqs?