Back

Impaired Olfactory Network Functional Connectivity In Parkinson'S Disease: A Novel Marker For Disease Progression

Karunanayaka, P.; Lu, J.; Lewis, M. M.; Elyan, R.; Yang, Q.; Eslinger, P.; Huang, X.

2021-01-22 neuroscience
10.1101/2021.01.21.427682 bioRxiv
Show abstract

ObjectiveDetermine the neural basis of olfactory impairment in akinetic-rigid (PDAR) and tremor predominant (PDT) Parkinsons disease subtypes. MethodsWe combined resting-state fMRI (rs-fMRI) with seed based functional connectivity (FC) in order to delineate the olfactory networks functional connectivity (ON FC) between PDAR and PDT patients. We then contrasted their ON FC patterns with cognitively normal (CN) subjects. All three groups were closely matched in age, demographic variables, and adjusted for relative cognitive performance. Olfactory function was measured using the University of Pennsylvania Smell Identification Test (UPSIT). ResultsUPSIT scores were lower in akinetic-rigid vs tremor subtypes; ON FC values were lower in PDAR compared to PDT and CN, and followed the trend observed in UPSIT scores. UPSIT scores and ON FC values were significantly correlated, reflecting the effects of PD pathologies. ConclusionsThe results show that olfactory function differs between PDAR and PDT suggesting a correlation between PD-related motor symptoms and olfactory deficits. ON FC differences accounts for the impaired olfactory functions observed between PDAR and PDT. PDAR is known to have worse clinical outcomes and faster cognitive decline compared to PDT; therefore, PD-related olfactory dysfunction may serve as a novel metric for enhancing PD prognosis.

Matching journals

The top 8 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.