1. Oncological Therapy Center MVZ West Cologne Germany
2. MVZ SYNLAB Leverkusen Germany
3. Lung Clinic Cologne‐Merheim Hospital, Witten/Herdecke University Cologne Germany
4. Faculty of Medicine and University Hospital of Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD) University of Cologne Cologne Germany
5. Center for Higher Education, Statistical Consulting and Analysis TU Dortmund University Dortmund Germany