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5th Nordic RWE and AI conference is organized by University of Helsinki and Åbo Akademi University. Register to the event here!
The adoption of new diabetes medications in Finland was active between 2012 and 2019, according to an RWE (Real World Evidence) study published in May 2024. The study was conducted by Medaffcon in collaboration with the pharmaceutical company Sanofi.
According to Medaffcon’s Sr. Scientific Advisor, RWE Lead, PhD Mariann Lassenius, the study found that average long-term blood glucose levels mostly remained within target ranges despite the aging population, although some people with diabetes did not reach the reference values.
The study aimed to describe the clinical characteristics and medication purchases of adults receiving insulin therapy in Finland at baseline (January 1, 2012, or the first insulin purchase) and by December 31, 2019. Additionally, it outlined the patterns of basal insulin (BI) usage and associated changes in hemoglobin A1c (HbA1c) levels.
“The strength of this RWE study lies in its nationwide coverage and its focus on type 1 and type 2 diabetes patients treated exclusively with insulin,” described Medaffcon’s Sr. Scientific Advisor, RWE Lead, PhD Mariann Lassenius.
The study comprehensively included comorbidities and medication data from 145,020 patients with diabetes.
“This makes it an extremely important foundation for the continuous development of diabetes care and for demonstrating the need of more effective disease management in some patients,” Lassenius said.
The study included 34,359 people with type 1 diabetes (T1D) and 110,661 people with type 2 diabetes. By 2019, approximately 46% of T1D users and around 21% of T2D users had adopted second-generation basal insulin analogs (BI) alongside the introduction of new non-insulin medications.
Medaffcon’s services included writing the study plan, drafting the protocol, working on the study permit application with Findata and registry holders, analyzing the results, and managing the publication process.
The sources of data were national registries. Adults with at least two reimbursable insulin purchases within 12 months of the first purchase between January 1, 2012, and December 31, 2019, were included.
People with diabetes were identified based on their insulin purchase reimbursement rights from the Kela registry. Kela is the Social Insurance Institution of Finland.
The study utilized existing medical data from various sources in Finland to examine the characteristics and comorbidities of people with diabetes.
People with diabetes were identified based on their insulin purchases and reimbursement rights from the Kela (Finnish Social Insurance Institution) registry. Other data sources included the Care Register for Health Care (HILMO),the Register of Primary Health Care Visits (AvoHILMO), local primary and specialized health care laboratories, and Statistics Finland’s cause of death registry.
All data on medication purchases, healthcare visits and diagnoses, dates and causes of death, and selected laboratory results were linked using Finnish personal identification numbers, and pseudonymised before analyses.
The researchers achieved good geographical coverage for laboratory data. However, they were limited to selected municipalities and regional laboratory service providers due to data access restrictions at the time of the study.
Laboratory data came from the following primary health care providers: Turku, Joensuu, Mikkeli, Espoo, and Keusote, which includes four cities. Together, these health care providers cover approximately 14 percent of Finland’s total population. Regional specialized health care laboratory service providers included HUSLAB (Helsinki and Uusimaa area), TYKSLAB (Turku area), and ISLAB (Kuopio area), covering about 40 percent of Finland’s total population.
The analyses included both primary health care and specialized health care laboratory data.
Diabetes is an increasing global epidemic affecting over ten percent of the world’s adult population. It is associated with significant morbidity and high mortality.
Prolonged untreated hyperglycemia can impact various tissues and lead to severe complications. This is especially true for older patients with type 2 diabetes (T2D), who carry a higher burden of comorbidities.
In Finland, an estimated 429,000 people had diabetes in 2017, representing 15 percent of men and 10 percent of women. Citizens under 30 years old were not included in this figure.
Trends in clinical characteristics, medication use, and glycemic control in insulin-treated patients with type 1 and type 2 diabetes in Finland in 2012-2019: Nationwide real-world evidence study. Niskanen L, Hannula M, Kysenius K, Kaijala S, Lassenius MI, Valle TT. Journal of Diabetes (2024).
5th Nordic RWE and AI conference is organized by University of Helsinki and Åbo Akademi University. Register to the event here!
Despite its high-risk nature and availability of kidney treatments, chronic kidney disease (CKD) often goes undiagnosed. This especially concerns patients without type 2 diabetes (T2D), who represent the majority of CKD patients. This finding comes from a recent registry study published in Nephrology Dialysis Transplantation (NDT).
Artificial intelligence (AI) is transforming research and working life across various industries. But what is its significance in health data analysis and real-world evidence (RWE) research? Medaffcon’s experts, Juhani Aakko and Lisse-Lotte Hermansson, share their perspectives on AI in their work.
Sr. Scientific Advisor
RWE Lead
PhD
+358 50 345 2393
mariann.lassenius@medaffcon.fi
Mariann joined Medaffcon’s team in 2016 after finishing her PhD. The transition to real world evidence (RWE) research was a natural continuum to her previous research career. Through RWE studies, she has had the privilege to gain a broad insight into working with different stakeholders within the healthcare field. The vast proportion of her days goes towards interacting with clients, planning and performing RWE studies, and supporting Medaffcon’s RWE team. Subjects that keep her work interesting are the vast variability of customers and projects, problem-solving, and interacting with people.
“The number of RWE studies has increased since stakeholders within the healthcare industry have an increasing demand for knowledge-based decision making tools that need to be fulfilled. The future, therefore, has an ever-increasing emphasis on RWE”.