Medical experts are investigating whether the disease could have been passed on through the mother's placenta during pregnancy.
Two of the babies, one boy and one girl, are in a stable condition in a hospital in San Luis Potosà state.
But the second boy is receiving treatment for a respiratory condition.
A spokesperson for the state's Health Safety Committee said contagion in multiple births had not been detected anywhere globally and so the case would be investigated.
