Doctors now use many methods together to track and measure how fast Alzheimer’s progresses. They combine clinical exams, biomarkers, brain scans, and advanced statistical or AI models to get a clearer and more precise picture.
One newer tool is the Alzheimer Progression Score (APS). This score combines different types of data — like results from memory tests, brain MRI scans, and levels of tau and beta-amyloid in cerebrospinal fluid — into a single number using special models called IRT models. APS can show how severe the disease is even before symptoms appear and track how it changes over time, from healthy to mild cognitive impairment (MCI) to dementia. APS has proven stable in different patient groups, which makes it helpful for research and long-term monitoring.
Doctors still rely on clinical rating scales too. Common ones include MMSE, CDR-SB, FAQ, and iADRS. These help measure thinking skills and daily function. Tools like FAQ and combined scales like CDR-SB or iADRS are especially good at picking up changes over short periods, which is important for trials and treatment tracking.
Researchers also use statistical models like Cox regression to estimate whether someone is likely to decline slowly, moderately, or quickly. These models use early test scores and preprogression rates to help predict when more serious decline will happen.
Some doctors use more advanced disease course maps that follow biomarkers over time, like the AD Course Map. These create a kind of timeline or map of how the disease spreads in the brain. They adjust for differences like when someone first shows signs and how fast their disease tends to move.
New machine learning tools are also emerging. They use AI to pull together data from clinical tests, brain scans, and biomarkers to predict each patient’s likely path. This helps make treatment more personal and can improve clinical trial design too.
In short, today’s approach combines multiple types of biomarker data, sensitive rating scales, and advanced statistical or AI models to track Alzheimer’s from its earliest stages through dementia. This gives doctors a clearer, more tailored view of how fast the disease is moving for each person.