Still that’s no reason to turn off the transponder.
The pilots may have had good reason to turn it off to identify the fire source. Or fire induced electrical short may have popped the circuit breaker. I have background experience back in the early sixties as an Air Force aircraft mechanic. C-133 and C-124; both four engine birds.