weigangcui.bsky.social

weigangcui.bsky.social

@weigangcui.bsky.social

Assistant Professor @ Changping Lab. Neuroimaging, brain function, brain-computer interface

24 followers28 following15 posts

5/5 We aim to emphasize the concept of "selective specificity." Much like the early days of fMRI, where the field progressed from comparing task vs rest to task vs task in order to isolate specific functions, comparing related conditions in LNM allows for more precise network-level inference.

4/5 Validation on task activation data, which provides an a priori reference for evaluating its outputs. It recovers convincing maps — and goes further, resolving fine-grained differences across working memory tasks.

3/5 Validation on lesion datasets. Whether a symptom has a true functional basis or not, rLNM can distinguish it reliably. More importantly, it reveals both cross-symptom maps and symptom-specific networks across related conditions (motor/visual anosognosia).

2/5 How does rLNM work? For sensitivity, we move beyond arbitrary thresholds and use an anatomy-preserving spatial null model to control false positives/negatives. For specificity, we regress out cross-symptom effects to reveal cleaner, symptom-specific networks.

weigangcui.bsky.social reposted

Association cortex connected to the striatum (esp. prefrontal) is more chained (catenated) than parietal regions belonging to the DMN (e.g. angular gyrus) and context-association network (CAN), with FC to the hippocampus. Why? what's the processing difference? www.biorxiv.org/content/10.6...

biorxiv.orgbiorxiv.org
Evan Gordon@gordonneuro.bsky.social

Much of subcortex had strong connectivity specifically to cortical chains. For example, a striatal seed produces connectivity to a single chain, not to a general cortical region. This was true across subcortical structures, suggesting that cortico-subcortical connectivity is organized by chain.

weigangcui.bsky.social reposted

Function & cytoarchitecture don't overlap ... they're orthogonal. Prefrontal cortex is plastered with chains of functional patches previously mostly known from face processing. Why multi-modal parcellations are wrong ... and other insights hidden by group-averaging of fMRI data. great explainer👇🏻

Evan Gordon@gordonneuro.bsky.social

I always assumed that brain function had to line up with cytoarchitectonics. It turns out I was wrong. Human cortex, especially PFC, is tiled by chains of functional patches that subdivide and interlink architectonic areas into parallel processing streams. www.biorxiv.org/content/10.6...

weigangcui.bsky.social reposted

A recently discovered brain network that links cognition (thinking) and actions may have an important role in Parkinson’s disease and could improve its treatment, according to a study published in Nature: spklr.io/63320DMwOi #Neuroscience #Neuroskyence #Parkinsons 🧠 🧪

spklr.ioParkinson’s disease as a somato-cognitive action network disorder - NatureThe substantia nigra and all Parkinson’s disease deep-brain stimulation targets are selectively connected to the somato-cognitive action network rather than to effector-specific motor regions.

weigangcui.bsky.social reposted

The highlight of my week was the publication of "Parkinson’s disease as a somato-cognitive action network disorder" in @nature.com. It's a great paper that shows how conceptual changes in fundamental neuroscience - the discovery of SCAN - can improve treatment 🧪 www.nature.com/articles/s41...

nature.comParkinson’s disease as a somato-cognitive action network disorder - NatureThe substantia nigra and all Parkinson’s disease deep-brain stimulation targets are selectively connected to the somato-cognitive action network rather than to effector-specific motor regions.

weigangcui.bsky.social reposted

Breakthrough @nature.com study showcases new non-invasive treatment for Parkinson’s Disease that targets the somato-cognitive action network (SCAN) with personalized neuromodulation, for superior outcomes. www.nature.com/articles/s41...

Evan Gordon@gordonneuro.bsky.social

I’m very excited about this new work describing the specific cortical-striatal circuits that are altered in Parkinson’s Disease and that should be targeted for optimal PD treatment. www.nature.com/articles/s41...

weigangcui.bsky.social reposted

#Medsky🧪 #IDsky #Neurosky #publichealth @nature.com This study has redefined #ParkinsonsDisease (PD) as a disorder of the Somato-Cognitive Action Network (SCAN), a brain system that integrates whole-body movement, cognition, and internal physiological states www.nature.com/articles/s41...

nature.comParkinson’s disease as a somato-cognitive action network disorder - NatureThe substantia nigra and all Parkinson’s disease deep-brain stimulation targets are selectively connected to the somato-cognitive action network rather than to effector-specific motor regions.

weigangcui.bsky.social reposted

Replying to @npr.org

More excellent reporting by NPR's Jon Hamilton about a new brain network that explains symptoms of Parkinson's that have befuddled brain researchers for decades. Kudos to @jianxunren.bsky.social and Hesheng Liu for this groundbreaking research in the journal Nature! doi.org/10.1038/s415...

doi.orgParkinson’s disease as a somato-cognitive action network disorder - NatureThe substantia nigra and all Parkinson’s disease deep-brain stimulation targets are selectively connected to the somato-cognitive action network rather than to effector-specific motor regions.

weigangcui.bsky.social reposted

In case this important point gets overlooked: along with our Nature paper, we’ve publicly released two large and scarce datasets—PIPD and PIET. IMHO, these are the best open Parkinson's and Tremor datasets available to date. See threads (1/4) 👇 nature.com/articles/s41...

nature.comParkinson’s disease as a somato-cognitive action network disorder - NatureThe substantia nigra and all Parkinson’s disease deep-brain stimulation targets are selectively connected to the somato-cognitive action network rather than to effector-specific motor regions.

weigangcui.bsky.social reposted

Don’t miss out reading about this amazing work linking the SCAN to Parkinson’s disease. What are the best ways we could use this new knowledge?!

Nico Dosenbach@ndosenbach.bsky.social

Breakthrough @nature.com study showcases new non-invasive treatment for Parkinson’s Disease that targets the somato-cognitive action network (SCAN) with personalized neuromodulation, for superior outcomes. www.nature.com/articles/s41...

weigangcui.bsky.social reposted

weigangcui.bsky.social reposted

This is a nice animation illustrating the key points in the Parkinson's SCAN paper about which I posted previously.

Jianxun Ren@jianxunren.bsky.social

Happy to share a short but super cool video that gives a quick overview of our Nature paper on the somato-cognitive action of netwokr in Parkinson's disease www.nature.com/articles/s41...

weigangcui.bsky.social reposted

Good news for Parkinson's sufferers. These researchers should review recent papers on Essential Tremor. ET researchers have identified the back of the brain as the ET problem area, the same area identified as part of the Parkinson's problem. Potential for beneficial cooperation. (I have ET.)

nature.comParkinson’s disease as a somato-cognitive action network disorder - NatureThe substantia nigra and all Parkinson’s disease deep-brain stimulation targets are selectively connected to the somato-cognitive action network rather than to effector-specific motor regions.

weigangcui.bsky.social reposted

Such a fascinating paper! Less than 3 years after the discovery of the new motor network (SCAN) interleaved between effector motor regions, SCAN is proving highly relevant for Parkinson’s! It offers potential to improve treatment and reduce symptoms non-invasively.

Jianxun Ren@jianxunren.bsky.social

Happy to share a short but super cool video that gives a quick overview of our Nature paper on the somato-cognitive action of netwokr in Parkinson's disease www.nature.com/articles/s41...

weigangcui.bsky.social reposted

weigangcui.bsky.social reposted

Washington University researchers scanned 863 patients and found that Parkinson’s is not just a motor disorder. It stems from hyperactivity in the brain’s somato-cognitive action network, and treatments work best when they calm this network. www.nature.com/articles/s41...

nature.comParkinson’s disease as a somato-cognitive action network disorder - NatureThe substantia nigra and all Parkinson’s disease deep-brain stimulation targets are selectively connected to the somato-cognitive action network rather than to effector-specific motor regions.

weigangcui.bsky.social reposted

Really cool attempt to link together multiple neuromodulation methods (DBS, TMS, TUS) to understand the neural basis of Parkinson's disease.

Nature Portfolio@natureportfolio.nature.com

A recently discovered brain network that links cognition and actions may have an important role in Parkinson’s disease and could improve its treatment, according to a study in Nature. go.nature.com/49VBuKI #Neuroskyence 🧪

weigangcui.bsky.social reposted

Non-invasive brain surface stimulation targeting personalized SCAN alleviated symptoms in patients with Parkinson’s disease. See the videos below.(www.nature.com/articles/s41...)

Jianxun Ren@jianxunren.bsky.social

It’s time to rethink Parkinson’s disease. Our work reframes PD as a disorder of the somato-cognitive action network (SCAN), and shows that normalizing SCAN connectivity represents a shared mechanism across diverse effective therapies. rdcu.be/e2n4t @ndosenbach.bsky.social @gordonneuro.bsky.social

weigangcui.bsky.social reposted

Why are gliomas overwhelmingly found in the action-mode network (AMN)? Could its function be contributing or is it that its function lines up with gene expression & receptor patterns? Either way, it raises the possibility of using inhibitory neuromod of the AMN to treat gliomas. #cancerneuroscience

weigangcui.bsky.social@weigangcui.bsky.social

Check out our new work on the relationship between glioma and system-level functional networks! We identify that nearly all gliomas localize within a common brain functional network, Action-Mode Network (AMN) . biorxiv.org/content/10.64898/2026.01.05.697608v1

6/6 Meta-analytic annotations connect this network to action initiation, execution, and feedback. This result shed light on the frequent neuropsychiatric comorbidities (weakness, fatigue, apathy and abulia) in glioma patients.

4/6 If the AMN is a functional substrate of gliomas, is there any relationship between tumor location and patient survival? We found that patients with gliomas invading more AMN regions exhibited significantly shorter overall survival.

3/6 In addition to common cerebral gliomas, we tried to predict the locations of multifocal and cerebellar gliomas by the AMN: ~90% localized within the network, and notably, no glioma was found entirely outside it.

1/6 We analyzed 3 large independent neuroimaging cohorts (1000+ glioma patients) and used lesion network mapping to show: gliomas are anatomically diverse but converge onto a reproducible functional network.

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