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I didn't run for a few weeks in the summer due to a cold and a cough. Now I'm getting m running going again, but I find that after about 15 minutes I get a gagging feeling in my throat and have to walk for about a minute.
You can get something called an exercise induced bronchospasm. It tends to be associated with asthma, but not exclusively. That could cause the gagging sensation.