The calculated distance (air line) between Cape Girardeau and Columbia is approximately 87 miles respectively 140 kilometers.
By car or train, the actual journey to Columbia is certainly longer, as only the direct route (as the crow flies) between Cape Girardeau and Columbia has been calculated here.
Air line (approximately)
140 kilometers
76 nautical miles