Neurodegenerative disorders, such as Alzheimer dementia and Parkinson disease, are disabling diseases that present a burden on society that rivals the costs of cancer and heart disease. Although current therapies are often unsuccessful at reversing the progression of these diseases, early detection in patients who are at risk of neurodegenerative disease could allow for timely interventions to delay and minimize the loss of brain function over time.Olfactory impairment has been shown to be a preclinical marker for Alzheimer dementia, which may predate the onset of dementia by many years. 1 However, the screening for olfactory impairment is extremely limited in current clinical practice, and the need exists for better biomarkers that can identify at-risk patients and demonstrate real-time response to therapies. Clinical biomarkers from studies that were performed in the workup of patients with neurodegenerative diseases, such as magnetic resonance imaging (MRI) scans, are ideal for identifying sensitive and specific changes that occur in advance of symptomatic disease.In this issue of JAMA Otolaryngology-Head & Neck Surgery, Lu et al 2 report their analysis of initial data from the Rhineland Study to glean insights into the neuroanatomical correlates of smell loss. The Rhineland Study is an ongoing prospective cohort study funded by the German Center for Neurodegenerative Diseases that began in 2016. 3 By its completion, the study will have included up to 30 000 participants from Bonn, Germany, and assessed their physical and mental health over their lifespan. The main aims of the study are to investigate the modifiable and nonmodifiable causes of neurodegenerative diseases and to find biomarkers that identify individuals who are at risk for such diseases. Participants in the study undergo extensive data collection (by responding to questionnaires), clinical sample testing, and highresolution 3-T MRI scans. 3 In their cross-sectional study, Lu et al 2 investigated whether a neuroanatomical correlate for olfactory dysfunction could be found. They examined the volumes in several regions of the brain that have a role in processing olfactory information, including the olfactory bulbs, entorhinal cortex, amygdala, parahippocampal cortex, hippocampus, insular cortex, and lateral and medial orbitofrontal cortex and correlated these measurements with odor identification function. These data were collected from 541 participants in the Rhineland Study, which is an impressive number of participants to have prospectively collected high-resolution MRI findings and odor identification test scores. The authors' analyses confirmed that olfactory function decreased with increasing