ArticleNeurobiology of disease2016
Gene co-expression networks shed light into diseases of brain iron accumulation.
Article in Neurobiology of disease, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
18 citing papers in PubMed.
- Review
- Increased burden of rare risk variants across gene expression networks predisposes to sporadic Parkinson's disease.Cell reports · 2025Article
- The contribution of DNA methylation to the (dys)function of oligodendroglia in neurodegeneration.Acta neuropathologica communications · 2023Review
- Proton magnetic resonance spectroscopy detects cerebral metabolic derangement in a mouse model of brain coenzyme a deficiency.Journal of translational medicine · 2022Article
- Iron-regulatory genes are associated with Neuroimaging measures in HIV infection.Brain imaging and behavior · 2020Article
- A pantothenate kinase-deficient mouse model reveals a gene expression program associated with brain coenzyme a reduction.Biochimica et biophysica acta. Molecular basis of disease · 2020Article
- Iron and Sphingolipids as Common Players of (Mal)Adaptation to Hypoxia in Pulmonary Diseases.International journal of molecular sciences · 2020Review
- Identifying genuine protein-protein interactions within communities of gene co-expression networks using a deconvolution method.IET systems biology · 2019Article
- Neurodegeneration with Brain Iron Accumulation Disorders: Valuable Models Aimed at Understanding the Pathogenesis of Iron Deposition.Pharmaceuticals (Basel, Switzerland) · 2019Review
- A therapeutic approach to pantothenate kinase associated neurodegeneration.Nature communications · 2018Article
- Links Between Iron and Lipids: Implications in Some Major Human Diseases.Pharmaceuticals (Basel, Switzerland) · 2018Review
- A loss-of-function homozygous mutation in DDX59 implicates a conserved DEAD-box RNA helicase in nervous system development and function.Human mutation · 2018Article
- Transcriptomic profiling of the human brain reveals that altered synaptic gene expression is associated with chronological aging.Scientific reports · 2017Article
- Gene co-expression network analysis for identifying modules and functionally enriched pathways in SCA2.Human molecular genetics · 2017Article
- Disease Risk Assessment Using a Voronoi-Based Network Analysis of Genes and Variants Scores.Frontiers in genetics · 2017Article
- Coenzyme A corrects pathological defects in human neurons of PANK2-associated neurodegeneration.EMBO molecular medicine · 2016Article
- Article
- Pathological relationships involving iron and myelin may constitute a shared mechanism linking various rare and common brain diseases.Rare diseases (Austin, Tex.) · 2016Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors.
Funding
Abstract
Aberrant brain iron deposition is observed in both common and rare neurodegenerative disorders, including those categorized as Neurodegeneration with Brain Iron Accumulation (NBIA), which are characterized by focal iron accumulation in the basal ganglia. Two NBIA genes are directly involved in iron metabolism, but whether other NBIA-related genes also regulate iron homeostasis in the human brain, and whether aberrant iron deposition contributes to neurodegenerative processes remains largely unknown. This study aims to expand our understanding of these iron overload diseases and identify relationships between known NBIA genes and their main interacting partners by using a systems biology approach. We used whole-transcriptome gene expression data from human brain samples originating from 101 neuropathologically normal individuals (10 brain regions) to generate weighted gene co-expression networks and cluster the 10 known NBIA genes in an unsupervised manner. We investigated NBIA-enriched networks for relevant cell types and pathways, and whether they are disrupted by iron loading in NBIA diseased tissue and in an in vivo mouse model. We identified two basal ganglia gene co-expression modules significantly enriched for NBIA genes, which resemble neuronal and oligodendrocytic signatures. These NBIA gene networks are enriched for iron-related genes, and implicate synapse and lipid metabolism related pathways. Our data also indicates that these networks are disrupted by excessive brain iron loading. We identified multiple cell types in the origin of NBIA disorders. We also found unforeseen links between NBIA networks and iron-related processes, and demonstrate convergent pathways connecting NBIAs and phenotypically overlapping diseases. Our results are of further relevance for these diseases by providing candidates for new causative genes and possible points for therapeutic intervention.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.