As far as I know none of the pictures or posts are deleted after a certain time. Sometimes people post pictures with posts that are hosted on other domains, and if they are deleted there the pictures won't show up anymore. So, maybe that's the case.
If you have however proof that the pics were hosted on this server and were deleted please let me know asap.