There is no particularly thickened region of the tunica muscularis at this location, however. Although you will hear the term "esophageal sphincter" there isn't much in the way of a true anatomical sphincter at the entrance to the stomach, as there is at the outlet. The "esophageal sphincter" is physiological: intra-esophageal pressures are generally higher than those of the stomach, and hence reflux of the stomach contents is prevented.
Occasionally there is a drop in
intra-esophageal pressure and reflux occurs. It's perceived
symptomatically as "heartburn" in humans. If it persists the
erosive effect of the acid stomach contents can cause ulceration of
the lower esophagus.
Here is an example of the margo plicatus from a rat. This
particular transition occurs very deep and the region of the stomach
next to the "esophageal" epithelium actually contains fundic
glands!
Rat stomach; H&E stain, paraffin section, 100x