I use Perle Cotton Thread or 1/8" satin ribbon. I sew through twice and then tie it with a double surgeon's note. Having been using this method for over 20 years and have never had any come untied. Even the ones for the shelter. I had tried acrylic thread when I started and it never stayed tied, even though I still used the Double Surgeon.
HTH