Related Experiment Video
Updated: Mar 12, 2026

A Method of Trigonometric Modelling of Seasonal Variation Demonstrated with Multiple Sclerosis Relapse Data
Published on: December 9, 2015
Distinct Prescription Patterns Emerge Years Before ALS Diagnosis: A Nationwide Registry-Based Study
Magne Haugland Solheim1,2, Trond Riise2, Marianna Cortese3
1Department of Neurology, Haukeland University Hospital, Bergen, Norway.
Changes in prescription drug patterns, including muscle relaxants and bone disease treatments, were observed up to six years before an amyotrophic lateral sclerosis (ALS) diagnosis. This suggests a prolonged prodromal phase for ALS, detectable through medication use analysis.
Area of Science:
- Neurology
- Pharmacology
- Epidemiology
Background:
- The prodromal phase of amyotrophic lateral sclerosis (ALS) remains poorly defined.
- Identifying early markers is crucial for understanding disease progression and potential interventions.
Purpose of the Study:
- To characterize prescription drug use patterns in the pre-diagnostic period of ALS.
- To identify the earliest divergence in medication use between individuals who developed ALS and healthy controls.
- To estimate the onset and duration of the ALS prodrome using prescription data.
Main Methods:
- A nested case-control study utilizing nationwide Norwegian registries (2005-2019).
- Individual matching of 2,084 ALS cases to 208,400 controls based on sex, age, and education.
- Analysis of drug prescription data up to 10 years pre-diagnosis, including lag-time analyses and machine learning prediction.
Main Results:
- Overall prescription pattern changes were evident 2-3 years before ALS diagnosis.
- Significant differences in 25 of 42 drug classes were observed between ALS patients and controls.
- Muscle relaxants and bone disease treatments showed significantly higher prescription rates 6 and 5 years prior to diagnosis, respectively.
Conclusions:
- Prescription pattern shifts, particularly for muscle relaxants and bone disease treatments, can occur as early as 6 years before an ALS diagnosis.
- These findings support the existence of a multi-year prodromal phase preceding the clinical manifestation of ALS.
- Increased medication use in the final year before diagnosis likely reflects heightened healthcare seeking for emerging symptoms.
Related Concept Videos
Alzheimer's Disease: Treatment
Drug Dosing: Geriatric Patients
Pharmacokinetics in Geriatric Patients: Effect of Age on Drug Absorption
Prescription, Nonprescription and Orphan Drugs
The misuse and addiction to prescription drugs is a growing problem that can affect people of all age groups, specifically teenagers. This can happen when prescription medications are used in ways not intended by the prescriber, such as taking someone else's prescription or using medication for...
Drug Therapy
Antianxiety Medications
Effect of Hepatic Disease on Pharmacokinetics: Dose Adjustments Due to Hepatic Impairment

