Low body fat can certainly cause your periods to stop, regardless of your diet.

There are reasons your period stops that are unrelated to body fat -- I have a relative with empty cella (sp?) syndrome, which basically means her pituitary gland no longer functions. One result was no more periods; her doctor told her it was early menopause, but by seeking a second opinion she found out the real reason.