Jennifer Lopez & Alex Rodriguez Break Up, End Engagement

“They never officially broke up and talked about it but are still together. They hit a rough patch. But were not broken up,” a source close to the pair tells PEOPLE. The source added that the speculation that arose last month that Rodriguez had had an affair after Southern Charm’s Madison LeCroy “had no bearing on the rough patch at all. ”