Main idea is to setup the authorization code flow to include token refresh, see e.g. this post Plugin Oauth error: "Error getting system message: {"message": "User is missing credentials"}" - #27 by AustinColeman, where the author solves exactly this problem by proxying two endpoints (and setting up authorization code flow with token refresh), and also provides complete source code with an implementation! 
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