PDF generated by Illustrator is not faithful to the preview

Hi, I'm making a figure in Illustrator with 4 PNG files imported in it. When I export the illustrator file as PDF, the file I get messes up the figures. I am going crazy with this; never happened to me in years using Illustrator! Why is it behaving so badly? The images are simple PNGs!