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Vor allem kleinere Forschungsvorhaben können die erforderlichen Aufwände zur Realisierung eines zentralen Datenmanagements (ZDM), insbesondere aber dem Aufbau einer Treuhandstelle zur Unterstützung der informationellen Gewaltenteilung, bislang häufig nicht leisten. Aufgrund vielzähliger Herausforderungen ist ZDM in Kohortenstudien und Registern daher nur wenig verbreitet. Im Rahmen dieser Arbeit wurden, ausgehend von ausgewählten epidemiologischen Projekten und Fachpublikationen, wesentliche Anforderungen an ein ZDM zusammengefasst und zentrale funktionale Bestandteile eines ZDM identifiziert. Datenquellen, ETL-Prozesse, eine Treuhandstelle, eine Speicherlösung und ein Datenbereitstellungsverfahren sind Kernkomponenten eines ZDM. Am Beispiel der Treuhandstelle wurden erforderliche Werkzeuge identifiziert. Die ID-Management-Lösung E-PIX, das Pseudonymisierungswerkzeug gPAS und das Einwilligungsmanagement gICS bieten die notwendige Funktionalität. Alle werden kostenfrei über das MOSAIC-Projekt bereitgestellt. Unterschiedliche Kohortenstudien und Register machen Szenario-spezifische Abläufe innerhalb einer Treuhandstelle erforderlich. Es wurde gezeigt, dass sich diese individuellen Abläufe software-seitig und effektiv durch Kombination der Funktionalitäten der einzelnen Werkzeuge (E-PIX, gPAS und gICS) in Form eines Treuhandstellen-Dispatchers realisieren lassen. Ein workflow-basierter Ansatz kann helfen, erforderliche individuelle Anpassungen auf ein Mindestmaß zu reduzieren. Die Praxistauglichkeit dieses werkzeuggestützten Ansatzes wurde im Rahmen des DFG-gefördertern Projektes MOSAIC (Fördernummer HO 1937/2-1) für die ausgewählten Werkzeuge mittels einer Kennzahlenerhebung in 8 kooperierenden Anwenderprojekten untersucht. In Summe konnten mittels E-PIX bisher etwa 580.000 Personen erfasst, 2.5 Mio. Pseudonyme generiert und mittels gICS 69.000 Einwilligungen erfasst werden (Stand: 03.05.2016). Weitere Anwendungen sind bereits in Vorbereitung. Der vorgestellte Treuhandstellenansatz wird bereits in zwei der Deutschen Zentren für Gesundheitsforschung genutzt. Auch wenn nicht jeder Aspekt eines ZDM durch vorkonfigurierte Werkzeuge unterstützt werden kann, wurde gezeigt, dass ein werkzeugunterstützter Ansatz zum Aufbau einer Treuhandstelle im Rahmen eines ZDM die nötige Flexibilität, Übertragbarkeit und Nachnutzbarkeit bietet, um den individuellen Anforderungen sowohl kleinerer als auch größerer Forschungsprojekte zu entsprechen und dabei gleichzeitig unterstützt, erforderliche Aufwände zu reduzieren.
Background: Iodine deficiency disorders (IDD) represent a global health threat to individuals and societies. IDD prevention programmes have been introduced in many parts of the world. However, challenges remain, particularly in Europe due to fragmentation and diversity of approaches that are not harmonized. Objectives: This review is dedicated to the public-health impact of IDD prevention programmes. It sums up experiences collected by the EUthyroid consortium so far and provides information on stakeholders that should be involved in actions directed to improve the impact of IDD prevention. Methods: A joint European database for combining registry-based outcome and monitoring data as well as tools for harmonizing study methods were established. Methods for analyzing thyroglobulin from a dried blood spot are available for assessing the iodine status in the general population and at-risk groups. Mother-child cohorts are used for in-depth analysis of the potential impact of mild-to-moderate iodine deficiency on the neurocognitive development of the offspring. A decision-analytic model has been developed to evaluate the long-term effectiveness and cost effectiveness of IDD prevention programmes. Results: EUthyroid has produced tools and infrastructure to improve the quality of IDD monitoring and follows a dissemination strategy targeting policymakers and the general public. There are tight connections to major stakeholders in the field of IDD monitoring and prevention. Conclusions: EUthyroid has taken steps towards achieving a euthyroid Europe. Our challenge is to inspire a greater sense of urgency in both policymakers and the wider public to address this remediable deficit caused by IDD.
Obesity and diabetes have reached epidemic proportions and have emerged as massive public health problems globally. The etiology of both obesity and diabetes are related, multifactorial, highly complex, and involves interplay of genetic, environmental, socio-economic and physiological factors, which calls for a more extensive research in understanding the risk factors and biological pathways. Hence, this dissertation contributed in part to understanding the role of iron markers in the development of type 2 diabetes mellitus and the role of intrauterine hyperglycemia in influencing the risk of offspring obesity along with investigating potential pathways.
In the first part of my dissertation, the associations of iron markers (ferritin and transferrin) with type 2 diabetes mellitus and metabolic syndrome were investigated using the population-based Study of Health in Pomerania. The present analyses were based on 3,232 participants aged 20-81 years with a follow-up time of nearly 11 years. The results suggest that serum ferritin concentrations were associated with a higher prevalence of type 2 diabetes mellitus and metabolic syndrome in the total population as well as in men. However, the effects of serum ferritin on incident type 2 diabetes mellitus were observed only in women, while the effects on incident metabolic syndrome were seen in the total population. Serum ferritin is also known to reflect systemic inflammation or hepatic dysfunction in addition to increased iron stores. Hence, upon further analyses, the associations were found to be attenuated after adjustment for hepatic enzymes but not after adjustment for inflammation. Transferrin was not associated with any of the outcomes. Thus, our study provides evidence for a link between the iron marker ferritin and type 2 diabetes mellitus and metabolic syndrome, although the association seemed to vary by sex. Moreover, hepatic dysfunction seems likely to be in the pathway between ferritin and type 2 diabetes mellitus and metabolic syndrome.
In the second part of my dissertation, the association between maternal hyperglycemia and the risk of offspring overweight and obesity were investigated using three different cohorts: TEDDY, TEENDIAB and BABYDIAB/BABYDIET. The present analyses were based on a total of 8,103 children who were followed until 6 years of age in TEDDY study and until 18 years of age in TEENDIAB and BABYDIAB/BABYDIET studies. The dissertation revealed that maternal hyperglycemia in general may be associated with increased risk for childhood overweight and obesity, and that the association gets stronger as children grow older, with the risk being clearly evident at late childhood and adolescence. Moreover, this dissertation adds that this association can be driven by different pathways based on the type of maternal diabetes to which the offspring was exposed. The association of maternal gestational diabetes mellitus with offspring overweight can be largely explained by the confounding influence of maternal BMI, whereas the association of maternal type 1 diabetes mellitus with offspring overweight can be substantially explained by birthweight in all three studies. In our attempt to understand biological pathways at a cellular level, we found that the offspring metabolome was unlikely to be in the causal pathway between maternal type 1 diabetes mellitus and overweight, because this association could not be explained by any of the potentially relevant metabolites.
To conclude, this dissertation acknowledges the fact that prevention and early intervention of obesity and diabetes is of paramount importance to lessen the impact of these public health problems. Thus, our findings of the role of ferritin in increasing the risk of type 2 diabetes mellitus/ metabolic syndrome and the role of intrauterine hyperglycemia in increasing the risk of offspring overweight helped to identify particular risk groups who may need closer attention with respect to prevention of obesity and diabetes.