🧠 Bottom line:
Precision RSFC is feasible, reliable, and clinically promising in Parkinson’s disease.
This approach could explain the huge variation we see across individuals—and help us treat each person more effectively.
🧠 Bottom line:
Precision RSFC is feasible, reliable, and clinically promising in Parkinson’s disease.
This approach could explain the huge variation we see across individuals—and help us treat each person more effectively.
🗺️ Finding 4: Individual Network Maps
Using seed-based + data-driven techniques (Infomap), we mapped networks in two individuals with PD.
Despite the same diagnosis, locations in primary motor cortex can have very different connectivity
→ One showed SCAN; one showed somatomotor-face network.
🗺️ Finding 4: Individual Network Maps
Using seed-based + data-driven techniques (Infomap), we mapped networks in two individuals with PD.
Despite the same diagnosis, locations in primary motor cortex can have very different connectivity
→ One showed SCAN; one showed somatomotor-face network.
🧮 Finding 3: Stability & Distinction
We tested whether RSFC patterns hold up across days.
With 25 mins/session:
🧠 Within-subject similarity: r = 0.70
🧠 Across-subject similarity: r = 0.32
PD participants showed stable, person-specific network profiles.
🧮 Finding 3: Stability & Distinction
We tested whether RSFC patterns hold up across days.
With 25 mins/session:
🧠 Within-subject similarity: r = 0.70
🧠 Across-subject similarity: r = 0.32
PD participants showed stable, person-specific network profiles.
📈 Finding 2: Reliability
With conventional 5 mins of data, reliability was modest (r = 0.49 in subcortex).
With 40 mins?
🧠 Cortical: r ≈ 0.90
🧠 Subcortical: r ≈ 0.81
🧠 Cerebellar: r ≈ 0.87
That's a massive boost—critical for clinical applications!
📈 Finding 2: Reliability
With conventional 5 mins of data, reliability was modest (r = 0.49 in subcortex).
With 40 mins?
🧠 Cortical: r ≈ 0.90
🧠 Subcortical: r ≈ 0.81
🧠 Cerebellar: r ≈ 0.87
That's a massive boost—critical for clinical applications!
📊 Finding 1: Feasibility
Even with stringent motion thresholds (fFD < 0.1 mm), PD participants provided comparable data to controls.
✅ 91.5% of data retained
✅ Motion manageable despite PD symptoms
📊 Finding 1: Feasibility
Even with stringent motion thresholds (fFD < 0.1 mm), PD participants provided comparable data to controls.
✅ 91.5% of data retained
✅ Motion manageable despite PD symptoms
That’s where precision RSFC comes in:
✅ 100+ mins of data
✅ Advanced motion correction
✅ Individualized network mapping
It’s been used in healthy people— but can it work in individuals with PD with tremor, fatigue, or increased head motion? 🤔
That’s where precision RSFC comes in:
✅ 100+ mins of data
✅ Advanced motion correction
✅ Individualized network mapping
It’s been used in healthy people— but can it work in individuals with PD with tremor, fatigue, or increased head motion? 🤔
📄: go.illinois.edu/PDfeasibility
🧵 Thread ⬇️ 1/12
📄: go.illinois.edu/PDfeasibility
🧵 Thread ⬇️ 1/12