Penalized estimation of the Gaussian graphical model from data with replicates. [PDF]
van Wieringen WN, Chen Y.
europepmc +1 more source
SPG4 and Dementia: Expanding the Clinical Spectrum
ABSTRACT Objective Hereditary spastic paraplegia (HSP) is a group of disorders characterized by progressive spasticity and lower limb weakness, with mutations in SPG4/SPAST being the most common cause. Detailed studies and clinical and molecular comparisons across different populations are missing.
Emanuele Panza +19 more
wiley +1 more source
Bayesian causal graphical model for joint Mendelian randomization analysis of multiple exposures and outcomes. [PDF]
Zuber V +4 more
europepmc +1 more source
Dietary networks identified by Gaussian graphical model and general and abdominal obesity in adults. [PDF]
Jayedi A +4 more
europepmc +1 more source
ALDOA Promotes Glycolysis and NLRP3/GSDMD Pyroptosis to Accelerate ALS Progression
ABSTRACT Objective Amyotrophic lateral sclerosis (ALS) is characterized by progressive motor neuron degeneration. Glycolytic dysregulation is implicated in disease progression, yet the underlying mechanisms remain unclear. This study investigates how Aldolase A (ALDOA) drives ALS progression through glycolysis‐mediated motor neuron pyroptosis.
Kaixin Yan +9 more
wiley +1 more source
Network Approach to Evaluate the Effect of Diet on Stroke or Myocardial Infarction Using Gaussian Graphical Model. [PDF]
Lailo JM, Shin J, Menichetti G, Lee SA.
europepmc +1 more source
MODEL FREE ESTIMATION OF GRAPHICAL MODEL USING GENE EXPRESSION DATA. [PDF]
Yang J, Liu Y, Liu Y, Sun W.
europepmc +1 more source
Relationship Between Neurologic Symptoms and Signs and FMR1 Genotype in Premutation Carriers
ABSTRACT Background and Objectives Fragile X‐associated Tremor/Ataxia Syndrome (FXTAS) is the most severe late‐onset condition caused by a premutation in the FMR1 gene, characterized by expanded CGG triplet repeats of 55–200. Clinical presentations of FXTAS, including gait ataxia, kinetic tremor, cognitive decline, and rare Parkinsonism, are linked to ...
Flora Tassone +8 more
wiley +1 more source
A probabilistic graphical model for estimating selection coefficients of nonsynonymous variants from human population sequence data. [PDF]
Zhao Y +6 more
europepmc +1 more source
Inter-Subject Analysis: A Partial Gaussian Graphical Model Approach. [PDF]
Ma C, Lu J, Liu H.
europepmc +1 more source

