•LRP4 antibody positivity rarely occurs in patients with myasthenia gravis in the US. •LRP4 antibody positivity can be seen in patients with non-myasthenic conditions. •Caution is needed in diagnosing myasthenia gravis based on LRP4 antibody positivity alone.