You can choose which font to use for several parts of a chart. You can define the which fonts to use in the chart view settings.
Below is a list of the fonts available:
Times New Roman
If Font is omitted from your request then Font is inherited from the PowerPoint template. The default Font of a PowerPoint template can be found visiting the Slide Master>Fonts