3
|
Maier D, Vehreschild JJ, Uhl B, Meyer S, Berger-Thürmel K, Boerries M, Braren R, Grünwald V, Hadaschik B, Palm S, Singer S, Stuschke M, Juárez D, Delpy P, Lambarki M, Hummel M, Engels C, Andreas S, Gökbuget N, Ihrig K, Burock S, Keune D, Eggert A, Keilholz U, Schulz H, Büttner D, Löck S, Krause M, Esins M, Ressing F, Schuler M, Brandts C, Brucker DP, Husmann G, Oellerich T, Metzger P, Voigt F, Illert AL, Theobald M, Kindler T, Sudhof U, Reckmann A, Schwinghammer F, Nasseh D, Weichert W, von Bergwelt-Baildon M, Bitzer M, Malek N, Öner Ö, Schulze-Osthoff K, Bartels S, Haier J, Ammann R, Schmidt AF, Guenther B, Janning M, Kasper B, Loges S, Stilgenbauer S, Kuhn P, Tausch E, Runow S, Kerscher A, Neumann M, Breu M, Lablans M, Serve H. Profile of the multicenter cohort of the German Cancer Consortium's Clinical Communication Platform. Eur J Epidemiol 2023; 38:573-586. [PMID: 37017830 PMCID: PMC10073785 DOI: 10.1007/s10654-023-00990-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 03/09/2023] [Indexed: 04/06/2023]
Abstract
Treatment concepts in oncology are becoming increasingly personalized and diverse. Successively, changes in standards of care mandate continuous monitoring of patient pathways and clinical outcomes based on large, representative real-world data. The German Cancer Consortium's (DKTK) Clinical Communication Platform (CCP) provides such opportunity. Connecting fourteen university hospital-based cancer centers, the CCP relies on a federated IT-infrastructure sourcing data from facility-based cancer registry units and biobanks. Federated analyses resulted in a cohort of 600,915 patients, out of which 232,991 were incident since 2013 and for which a comprehensive documentation is available. Next to demographic data (i.e., age at diagnosis: 2.0% 0-20 years, 8.3% 21-40 years, 30.9% 41-60 years, 50.1% 61-80 years, 8.8% 81+ years; and gender: 45.2% female, 54.7% male, 0.1% other) and diagnoses (five most frequent tumor origins: 22,523 prostate, 18,409 breast, 15,575 lung, 13,964 skin/malignant melanoma, 9005 brain), the cohort dataset contains information about therapeutic interventions and response assessments and is connected to 287,883 liquid and tissue biosamples. Focusing on diagnoses and therapy-sequences, showcase analyses of diagnosis-specific sub-cohorts (pancreas, larynx, kidney, thyroid gland) demonstrate the analytical opportunities offered by the cohort's data. Due to its data granularity and size, the cohort is a potential catalyst for translational cancer research. It provides rapid access to comprehensive patient groups and may improve the understanding of the clinical course of various (even rare) malignancies. Therefore, the cohort may serve as a decisions-making tool for clinical trial design and contributes to the evaluation of scientific findings under real-world conditions.
Collapse
Affiliation(s)
- Daniel Maier
- University Hospital Frankfurt, Frankfurt, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jörg Janne Vehreschild
- University Hospital Frankfurt, Frankfurt, Germany.
- Department of Internal Medicine I, University Hospital of Cologne, Cologne, Germany.
- German Centre for Infection Research (DZIF), Partner Site Bonn-Cologne, Cologne, Germany.
| | - Barbara Uhl
- University Hospital Frankfurt, Frankfurt, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sandra Meyer
- University Hospital Frankfurt, Frankfurt, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Karin Berger-Thürmel
- University Hospital Munich, LMU Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Melanie Boerries
- Faculty of Medicine, Institute of Medical Bioinformatics and Systems Medicine, Medical Center, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK), Partner Site Freiburg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Rickmer Braren
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Center (DKFZ), Heidelberg, Germany
- School of Medicine, Technical University Munich, Munich, Germany
| | - Viktor Grünwald
- West German Cancer Center, University Hospital Essen, Essen, Germany
- German Cancer Consortium (DKTK), Partner Site Essen and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Boris Hadaschik
- West German Cancer Center, University Hospital Essen, Essen, Germany
- German Cancer Consortium (DKTK), Partner Site Essen and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefan Palm
- West German Cancer Center, University Hospital Essen, Essen, Germany
- German Cancer Consortium (DKTK), Partner Site Essen and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Susanne Singer
- University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- German Cancer Consortium (DKTK), Partner Site Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Martin Stuschke
- West German Cancer Center, University Hospital Essen, Essen, Germany
- German Cancer Consortium (DKTK), Partner Site Essen and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - David Juárez
- German Cancer Research Center (DKFZ), Federated Information Systems, Heidelberg, Germany
- German Cancer Consortium (DKTK), Partner Site Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Pierre Delpy
- German Cancer Research Center (DKFZ), Federated Information Systems, Heidelberg, Germany
- German Cancer Consortium (DKTK), Partner Site Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Mohamed Lambarki
- German Cancer Research Center (DKFZ), Federated Information Systems, Heidelberg, Germany
- German Cancer Consortium (DKTK), Partner Site Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Michael Hummel
- Charité Universitätsmedizin Berlin, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Cäcilia Engels
- Charité Universitätsmedizin Berlin, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefanie Andreas
- University Hospital Frankfurt, Frankfurt, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Nicola Gökbuget
- University Hospital Frankfurt, Frankfurt, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Kristina Ihrig
- University Hospital Frankfurt, Frankfurt, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Susen Burock
- Charité Universitätsmedizin Berlin, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Dietmar Keune
- Charité Universitätsmedizin Berlin, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Angelika Eggert
- Charité Universitätsmedizin Berlin, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ulrich Keilholz
- Charité Universitätsmedizin Berlin, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hagen Schulz
- University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- German Cancer Consortium (DKTK), Partner Site Dresden and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Daniel Büttner
- University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Steffen Löck
- University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- German Cancer Consortium (DKTK), Partner Site Dresden and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Mechthild Krause
- University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- German Cancer Consortium (DKTK), Partner Site Dresden and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Mirko Esins
- West German Cancer Center, University Hospital Essen, Essen, Germany
| | - Frank Ressing
- West German Cancer Center, University Hospital Essen, Essen, Germany
| | - Martin Schuler
- West German Cancer Center, University Hospital Essen, Essen, Germany
- German Cancer Consortium (DKTK), Partner Site Essen and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christian Brandts
- University Hospital Frankfurt, Frankfurt, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Daniel P Brucker
- University Hospital Frankfurt, Frankfurt, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Gabriele Husmann
- University Hospital Frankfurt, Frankfurt, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Thomas Oellerich
- University Hospital Frankfurt, Frankfurt, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Patrick Metzger
- Faculty of Medicine, Institute of Medical Bioinformatics and Systems Medicine, Medical Center, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK), Partner Site Freiburg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Frederik Voigt
- Faculty of Medicine, Institute of Medical Bioinformatics and Systems Medicine, Medical Center, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK), Partner Site Freiburg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anna L Illert
- German Cancer Consortium (DKTK), Partner Site Freiburg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Medicine I, Faculty of Medicine, Medical Center, University of Freiburg, Freiburg, Germany
| | - Matthias Theobald
- University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- German Cancer Consortium (DKTK), Partner Site Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Thomas Kindler
- University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- German Cancer Consortium (DKTK), Partner Site Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ursula Sudhof
- University Medical Center of the Johannes Gutenberg University, Mainz, Germany
| | - Achim Reckmann
- University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- German Cancer Consortium (DKTK), Partner Site Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Felix Schwinghammer
- University Hospital Munich, LMU Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Daniel Nasseh
- University Hospital Munich, LMU Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Wilko Weichert
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Center (DKFZ), Heidelberg, Germany
- School of Medicine, Technical University Munich, Munich, Germany
| | - Michael von Bergwelt-Baildon
- University Hospital Munich, LMU Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Michael Bitzer
- Center for Personalized Medicine, Eberhard-Karls University of Tübingen, Tübingen, Germany
- German Cancer Consortium (DKTK), Partner Site Tübingen and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Nisar Malek
- Center for Personalized Medicine, Eberhard-Karls University of Tübingen, Tübingen, Germany
- German Cancer Consortium (DKTK), Partner Site Tübingen and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Öznur Öner
- Center for Personalized Medicine, Eberhard-Karls University of Tübingen, Tübingen, Germany
- German Cancer Consortium (DKTK), Partner Site Tübingen and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Klaus Schulze-Osthoff
- Center for Personalized Medicine, Eberhard-Karls University of Tübingen, Tübingen, Germany
- German Cancer Consortium (DKTK), Partner Site Tübingen and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefan Bartels
- University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jörg Haier
- Comprehensive Cancer Center Hannover (Claudia von Schilling-Zentrum), Hannover Medical School, Hannover, Germany
| | - Raimund Ammann
- Comprehensive Cancer Center Hannover (Claudia von Schilling-Zentrum), Hannover Medical School, Hannover, Germany
| | - Anja Franziska Schmidt
- Comprehensive Cancer Center Hannover (Claudia von Schilling-Zentrum), Hannover Medical School, Hannover, Germany
| | - Bernd Guenther
- Comprehensive Cancer Center Hannover (Claudia von Schilling-Zentrum), Hannover Medical School, Hannover, Germany
| | - Melanie Janning
- DKFZ-Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany
- Mannheim University Medical Center, University of Heidelberg, Mannheim, Germany
- Department of Personalized Medical Oncology (A420), DKFZ German Cancer Research Center, Heidelberg, Germany
| | - Bernd Kasper
- Mannheim University Medical Center, University of Heidelberg, Mannheim, Germany
| | - Sonja Loges
- DKFZ-Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany
- Mannheim University Medical Center, University of Heidelberg, Mannheim, Germany
- Department of Personalized Medical Oncology (A420), DKFZ German Cancer Research Center, Heidelberg, Germany
| | | | - Peter Kuhn
- Neu-Ulm University of Applied Sciences, Neu-Ulm, Germany
| | | | | | | | | | - Martin Breu
- University Hospital of Würzburg, Würzburg, Germany
| | - Martin Lablans
- German Cancer Research Center (DKFZ), Federated Information Systems, Heidelberg, Germany
- German Cancer Consortium (DKTK), Partner Site Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hubert Serve
- University Hospital Frankfurt, Frankfurt, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Frankfurt Cancer Institute, Frankfurt, Germany
| |
Collapse
|
7
|
Brammen D, Greiner F, Kulla M, Otto R, Schirrmeister W, Thun S, Drösler SE, Pollmanns J, Semler SC, Lefering R, Thiemann VS, Majeed RW, Heitmann KU, Röhrig R, Walcher F. [AKTIN - The German Emergency Department Data Registry - real-time data from emergency medicine : Implementation and first results from 15 emergency departments with focus on Federal Joint Committee's guidelines on acuity assessment]. Med Klin Intensivmed Notfmed 2020; 117:24-33. [PMID: 33346852 PMCID: PMC7750913 DOI: 10.1007/s00063-020-00764-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 09/03/2020] [Accepted: 10/20/2020] [Indexed: 12/02/2022]
Abstract
Hintergrund Die Notfallversorgung befindet sich im Umbruch. In Notaufnahmen werden Patienten ausgehend von Symptomen und Dringlichkeit versorgt; dies bildet sich jedoch in den etablierten Routinedaten der gesetzlichen Sozialversicherung nicht ab. Ziel des AKTIN-Projekts war der Aufbau einer datenschutzkonformen Registerinfrastruktur zur Nutzung von klinischen Routinedaten aus Notaufnahmen. Methoden Über eine standardisierte Schnittstelle werden aus den verschiedenen Dokumentationssystemen kontinuierlich Daten der Notaufnahmebehandlung in ein lokales Data Warehouse exportiert. Dort stehen sie sowohl für lokale Nutzungen, wie interne Berichte und Qualitätsmanagement, als auch gleichzeitig datenschutzkonform für multizentrische Auswertungen zur Verfügung. Anhand der Registerpopulation wird die Ersteinschätzung sowie die Erhebung von Vitalparametern in Abhängigkeit von Vorstellungsgründen für einen 12-Monats-Zeitraum analysiert. Ergebnisse Für den Zeitraum 04/2018 bis 03/2019 wurden 436.149 gültige Fälle aus 15 Notaufnahmen übermittelt. In 86,0 % der Fälle ist eine Ersteinschätzung dokumentiert. Diese fand in 70,5 % innerhalb von 10 min nach Ankunft des Patienten statt. In 10 Kliniken wird regelhaft (82,3 %) ein Vorstellungsgrund erfasst. Die Erfassung von Vitalparametern variiert plausibel zwischen den Vorstellungsgründen. Schlussfolgerung Das AKTIN-Notaufnahmeregister bietet einen zeitnahen Einblick in das Versorgungsgeschehen der Notaufnahmen ohne zusätzlichen Dokumentationsaufwand und unabhängig vom primären IT-System, Kostenträger, Fallart und Abrechnungsmodus. Die Vorgaben des Gemeinsamen Bundesausschusses zur Ersteinschätzung werden weitgehend umgesetzt. Durch die Etablierung von standardisierten Vorstellungsgründen werden symptombasierte Analysen und Gesundheitssurveillance ermöglicht. Zusatzmaterial online Die Onlineversion dieses Beitrags (10.1007/s00063-020-00764-2) enthält die Abb. S1 und S2. Beitrag und Zusatzmaterial stehen Ihnen auf www.springermedizin.de zur Verfügung. Bitte geben Sie dort den Beitragstitel in die Suche ein, das Zusatzmaterial finden Sie beim Beitrag unter „Ergänzende Inhalte“. ![]()
Collapse
Affiliation(s)
- D Brammen
- Universitätsklinik für Unfallchirurgie, Otto-von-Guericke-Universität Magdeburg, Leipziger Str. 44, 39120, Magdeburg, Deutschland.
- Universitätsklinik für Anästhesiologie und Intensivtherapie, Otto-von-Guericke-Universität Magdeburg, Magdeburg, Deutschland.
| | - F Greiner
- Universitätsklinik für Unfallchirurgie, Otto-von-Guericke-Universität Magdeburg, Leipziger Str. 44, 39120, Magdeburg, Deutschland
| | - M Kulla
- Klinik für Anästhesiologie, Intensivmedizin, Notfallmedizin und Schmerztherapie, Bundeswehrkrankenhaus Ulm, Ulm, Deutschland
| | - R Otto
- Universitätsklinik für Unfallchirurgie, Otto-von-Guericke-Universität Magdeburg, Leipziger Str. 44, 39120, Magdeburg, Deutschland
| | - W Schirrmeister
- Universitätsklinik für Unfallchirurgie, Otto-von-Guericke-Universität Magdeburg, Leipziger Str. 44, 39120, Magdeburg, Deutschland
| | - S Thun
- Competence Center eHealth, Hochschule Niederrhein, Krefeld, Deutschland
| | - S E Drösler
- Fachbereich Gesundheitswesen, Hochschule Niederrhein, Krefeld, Deutschland
| | - J Pollmanns
- Fachbereich Gesundheitswesen, Hochschule Niederrhein, Krefeld, Deutschland
| | - S C Semler
- TMF - Technologie- und Methodenplattform für die vernetzte medizinische Forschung e. V., Berlin, Deutschland
| | - R Lefering
- Institut für Forschung in der Operativen Medizin (IFOM), Universität Witten/Herdecke, Köln, Deutschland
| | - V S Thiemann
- Abteilung Medizinische Informatik, Carl von Ossietzky Universität Oldenburg, Oldenburg, Deutschland
| | - R W Majeed
- Institut für Medizinische Informatik, Medizinische Fakultät, RWTH Aachen, Aachen, Deutschland
| | - K U Heitmann
- Heitmann Consulting and Services, Hürth, Deutschland
- hih - health innovation hub, Bundesministerium für Gesundheit, Berlin, Deutschland
| | - R Röhrig
- Institut für Medizinische Informatik, Medizinische Fakultät, RWTH Aachen, Aachen, Deutschland
| | - F Walcher
- Universitätsklinik für Unfallchirurgie, Otto-von-Guericke-Universität Magdeburg, Leipziger Str. 44, 39120, Magdeburg, Deutschland
| |
Collapse
|