The remains discovered include a single tooth, some cranial bones, a number of partial or complete vertebrae from the neck, back, and sacrum, several cervical and dorsal ribs, gastralia, furcula (wishbone), left scapulocoracoid, left ilium, and left and right pubes. The incomplete fusion of some of its bones indicate that it was not quite fully mature.
Aerosteon did not initially appear to belong to any of the three groups of large theropods that were known to have inhabited the southern continents during this time (namely the Abelisauridae, Carcharodontosauridae or Spinosauridae).Paleontologist Paul Sereno suggested that it might be related to the Allosauroid radiation of the Jurassic period, and this was confirmed in subsequent studies that recognized a clade of late-surviving, lightly built, advanced allosauroids with large hand claws similar to the spinosaurs, called the Megaraptora, within the Carcharodontosaur family Neovenatoridae.
Some of Aerosteon's bones show pneumatisation (air-filled spaces), including pneumatic hollowing of the furcula and ilium, and pneumatisation of several gastralia, suggesting that it may have had a respiratory air-sac system similar to that of modern birds. These air sacs would have acted like bellows, moving air into and out of the animal's relatively inflexible lungs, instead of the lungs being expanded and contracted as occurs with mammals. See avian respiratory system for more detailed information on this.
Sereno theorises that this respiratory system may have developed to assist with regulating body temperature and was later co-opted for breathing.
In Pop Culture
Aerosteon appered in a database scene about the respiratory system of Carcharodontosaurus of Planet Dinosaur. During this part, it shows how certain allosaurs (even though Aerosteon is argued to be a tyrannosaur) used their air-sacs to them during a hunt.