Syringes are considered biohazardous waste. Where possible, they should be disposed of with a medical establishment.

However if you take the necessary precautions, they can be disposed of safely in the trash.

 

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Syringe Parts
The plunger is not recyclable. The barrel is. 
Needles and screw caps are not recyclable.