Yes you can. All composer configuration is saved in Composer Database.
During another installation, you can select a DSN configured which points to the same database. defenitely a database backup is recommended always.
But please make sure that your other databases are intact. (Like ADAM DB and VC database etc) and you should not change the VC configuration in between.
