While it's the meninges that are inflamed in meningitis, the infection actually occurs in the spinal fluid between the pia mater and the arachnoid membrane. Bacterial meningitis, also known as spinal meningitis, is the most serious form of meningitis, and can be fatal. It is also communicable.