You can use The Second Level Cache
available in doctrine/orm 2.5
The idea to keep you default options for orm and add a memcache as second level cache:
orm:
entity_managers:
default:
auto_mapping: true
second_level_cache:
region_cache_driver:
type: service
id: doctrine.cache.memcache2
enabled: true
regions:
region_name:
cache_driver:
type: service
id: doctrine.cache.memcache2
When turned on, entities will be first searched in cache and if they are not found, a database query will be fired and then the entity result will be stored in a cache provider.