Just finished some research on issuing Shamir Secret Shares using multi-party computation. Turns out, shareholders don't need to perform a full recovery if a share is lost or a new shareholder joins the party. Find my article here:

Conduition

Issuing New Shamir Secret Shares Using Multi-Party Computation

Safely add new members to a Shamir Secret Sharing group.