Douglas Harper's Etymology Dictionary
brachio-
before a vowel, brachi-, word-forming element meaning "arm," from Greek brakhion "arm," perhaps originally "upper arm," literally "shorter," and from brakhys "short" (see brief (adj.)), in contrast to the longer forearm.
Wiktionary
brachio-
pre. (non-gloss definition: A combining form relating to the arm.)