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In this retrospective register study, clinically classified individuals with neurodegenerative disease from the years 2010-2021 will be verified from the clinical records from KUH and Oulu University Hospital (OUH). Based on the Finnish social security number, these individuals will be linked to the the national registers of Statistics Finland and Finnish Social and Health Data Permit Authority Findata including incomes, sociodemographic factors, education, occupation, criminal records as well as to the national registers including the bought pharmaceuticals, comorbidities and causes of death. For each study case, 10 randomly selected control cases, matched with age, sex and geographical area, will be used.
The aim of the study is to examine:
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Patients with neurodegenerative disease | Patient diagnosed with neurodegenerative disease (ICD-10 diagnosis code) between 2010-2021 | ||
| Matched controls | Age, gender, and place of residency matched for those of a patient that was alive at the end of the year of the diagnosis |
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| Measure | Description | Time Frame |
|---|---|---|
| Criminal behaviour: Type of offence, time of offence and other disruptive behaviour | Statistics Finland, Statistics on offences and coercive measures. Criminal behaviour is investigated utilising the reports of offences received by the police. The classification of offences is based on the three- or six-numbered offence classification by Statistics Finland, which enables the examination of different offences including e.g., violence, property, and traffic offences. The data extracted from the register include the type of the offence and time. Also, other disruptive behaviour based on the captures performed by the police (e.g., captures of intoxicated persons) is extracted. | 1996-2020 |
| Socio-demographic data | Employment, residency, Income, Marital status. Socio-demographic outcome data is extracted from Statistics Finland, FOLK Basic data module. Possible changes in employment and residency are examined, and mortality and emigration will be considered as censoring factors | 1987-2021 |
| Hospital diagnoses | Hospital diagnoses from the National Discharge Register. The National Discharge Register contains information of all hospitalizations after 1969, including ICD-8, ICD-9, and ICD-10 classifications to detect comorbidities of the patients. Two registers, "Terveydenhuollon hoitoilmoitusrekisteri (Hilmo)" and "Perusterveydenhuollon avohoidon hoitoilmoitus (Avohilmo)" of the Finnish Institute for Health and Welfare are used. | 1994-2021 |
| Medication use | Reimbursable drugs from the Social Insurance Institution of Finland (SII). Finnish residents are covered under the National Health Insurance (NHI) scheme run by the SII. SII maintains a nationwide registry of all patients, with dispensed reimbursable drugs 1995-, including opioids and neuropathic pain medications. Data of medication use, cost, and reimbursement data are gathered from the SII database. | 1995-2021 |
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Inclusion Criteria:
Exclusion Criteria:
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All consecutive patients admitted to Kuopio University Hospital (KUH) and Oulu University Hospital (OUH) Neurology outpatient clinic with a progressive neurodegenerative disease during 2010-2021 are identified from KUH and OUH data registry with all ICD-10 codes used in the diagnostics of neurodegenerative diseases. Their estimated number is 5572 patients. Clinical data of these patients are retrieved from the corresponding hospital data lakes. The patients will be divided into different diagnostic groups based on the accepted diagnostic criteria in use. Further, a matched control cohort is retrieved from the Finnish Population Information System maintained by the Digital and Population Data Services Agency. Every research patient has 10 controls matched by age, gender, and place of residency (according to the year of diagnosis), and the matching is performed for research patients that were alive at the end of the year of the diagnosis.
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Kuopio University Hospital | Kuopio | Finland |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 42418748 | Derived | Kivisild A, Aaltonen M, Aho K, Heikkinen SV, Lehtonen A, Leppanen L, Rinnankoski I, Tervonen L, Soppela H, Haapasalo A, Martikainen J, Hartikainen PH, Katisko K, Kruger J, Solje E. Long-Term Income and Productivity Losses in Individuals With Early-Onset Dementia: Evidence From 15 Years Preceding the Diagnosis. Neurology. 2026 Aug 11;107(3):e218268. doi: 10.1212/WNL.0000000000218268. Epub 2026 Jul 8. |
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| Causes of death |
Causes of death from Statistics Finland. Statistics Finland maintains a registry of causes of death and death certificates, which are supplemented with data from the population information system of the Population Register Centre. Registry data are used to study excess mortality of the patients. |
| 2010-2021 |
| ID | Term |
|---|---|
| D019636 | Neurodegenerative Diseases |
| D000544 | Alzheimer Disease |
| D057180 | Frontotemporal Dementia |
| D020961 | Lewy Body Disease |
| D015140 | Dementia, Vascular |
| D010300 | Parkinson Disease |
| D013494 | Supranuclear Palsy, Progressive |
| D000088282 | Corticobasal Degeneration |
| D019578 | Multiple System Atrophy |
| D000690 | Amyotrophic Lateral Sclerosis |
| D006816 | Huntington Disease |
| ID | Term |
|---|---|
| D009422 | Nervous System Diseases |
| D003704 | Dementia |
| D001927 | Brain Diseases |
| D002493 | Central Nervous System Diseases |
| D024801 | Tauopathies |
| D019965 | Neurocognitive Disorders |
| D001523 | Mental Disorders |
| D057174 | Frontotemporal Lobar Degeneration |
| D057177 | TDP-43 Proteinopathies |
| D057165 | Proteostasis Deficiencies |
| D008659 | Metabolic Diseases |
| D009750 | Nutritional and Metabolic Diseases |
| D020734 | Parkinsonian Disorders |
| D001480 | Basal Ganglia Diseases |
| D009069 | Movement Disorders |
| D000080874 | Synucleinopathies |
| D002561 | Cerebrovascular Disorders |
| D002537 | Intracranial Arteriosclerosis |
| D020765 | Intracranial Arterial Diseases |
| D056784 | Leukoencephalopathies |
| D001161 | Arteriosclerosis |
| D001157 | Arterial Occlusive Diseases |
| D014652 | Vascular Diseases |
| D002318 | Cardiovascular Diseases |
| D009886 | Ophthalmoplegia |
| D015835 | Ocular Motility Disorders |
| D003389 | Cranial Nerve Diseases |
| D010243 | Paralysis |
| D009461 | Neurologic Manifestations |
| D005128 | Eye Diseases |
| D012816 | Signs and Symptoms |
| D013568 | Pathological Conditions, Signs and Symptoms |
| D054969 | Primary Dysautonomias |
| D001342 | Autonomic Nervous System Diseases |
| D013118 | Spinal Cord Diseases |
| D016472 | Motor Neuron Disease |
| D009468 | Neuromuscular Diseases |
| D002819 | Chorea |
| D020820 | Dyskinesias |
| D020271 | Heredodegenerative Disorders, Nervous System |
| D030342 | Genetic Diseases, Inborn |
| D009358 | Congenital, Hereditary, and Neonatal Diseases and Abnormalities |
| D003072 | Cognition Disorders |
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