This makes sense. Albuminuria is heavily associated with poor vascular health and in particular diabetes (diabetics get urinary screening for microalbuminuria). Poor vascular health --> poor brain blood flow --> dementia.
Also, no surprise that chronic kidney disease patients have higher rates of dementia.
You need a healthy body if you want to have a healthy mind.