Under said writ of attachment, if issued by the said Prothonotary, the said Sheriff shall be authorized to attach not only the lands and tenements belonging to the said defendant, but such other lands and tenements, or any part thereof, theretofore belonging to the said defendant against which the taxes sued for are a lien.