Problem has been solved
The original job was set to run synth. full backup on Fridays. Due to the job chain and the data grow, this job ran after midnight (Saturday) and therefore the synth. full hasn't been created. I changed the setting to Saturday and last weekend the synth. full has been created and all former incremental backups have been deleted.