You may have to move App server SSL certificates from one PS database to another. Using datamover you can export certificates out of the following tables:
In PeopleTools 8.49 and lower:
PSCERTDB PSKEYDB
In PeopleTools 8.50 and higher:
PSCERTDB PSKEYDB PSCERTDEFN PSCERTISSUER