The sympathetic chain ganglia are a series of interconnected ganglia located on either side of the vertebral column, forming part of the autonomic nervous system. They play a crucial role in the fight-or-flight response by transmitting nerve signals that regulate various involuntary body functions such as heart rate and blood pressure.