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Tau Pathology Pathway in Frontotemporal Dementia
Tau Pathology Pathway in Frontotemporal Dementia
Overview
This mechanism is closely related to:
- [Frontotemporal Dementia](/diseases/ftd) — Primary disease context for this pathway
- [Corticobasal Degeneration](/diseases/corticobasal-degeneration) — 4R tauopathy linked to FTD
- [Progressive Supranuclear Palsy](/diseases/psp) — 4R tauopathy variant
- [Alzheimer's Disease](/diseases/alzheimers-disease) — 3R/4R tau pathology
- [MAPT Gene](/genes/mapt) — Tau mutations causing FTD
- [Tau Protein](/proteins/tau-protein) — Core protein in this pathway
- [Tau Phosphorylation](/mechanisms/tau-phosphorylation) — Key pathological modification
- [Neurofibrillary Tangles](/mechanisms/neurofibrillary-tangles) — End product of tau aggregation
- [Tauopathies](/mechanisms/tauopathies) — Broader category of tau diseases
- [GRN Gene](/genes/grn) — Progranulin mutations in FTD
- [C9orf72](/genes/c9orf72) — Hexanucleotide repeat expansion in FTD/ALS
- [TDP-43 Pathology](/mechanisms/tdp-43-pathology) — Often co-occurs with tau pathology
Tau Pathology Pathway in Frontotemporal Dementia describes a key molecular or cellular mechanism implicated in neurodegenerative disease. This page provides a detailed overview of the pathway components, signaling cascades, and their relevance to conditions such as Alzheimer's disease, Parkinson's disease, and related disorders. [@dickson2012]
Tau Pathology Pathway in Frontotemporal Dementia
Overview
This mechanism is closely related to:
- [Frontotemporal Dementia](/diseases/ftd) — Primary disease context for this pathway
- [Corticobasal Degeneration](/diseases/corticobasal-degeneration) — 4R tauopathy linked to FTD
- [Progressive Supranuclear Palsy](/diseases/psp) — 4R tauopathy variant
- [Alzheimer's Disease](/diseases/alzheimers-disease) — 3R/4R tau pathology
- [MAPT Gene](/genes/mapt) — Tau mutations causing FTD
- [Tau Protein](/proteins/tau-protein) — Core protein in this pathway
- [Tau Phosphorylation](/mechanisms/tau-phosphorylation) — Key pathological modification
- [Neurofibrillary Tangles](/mechanisms/neurofibrillary-tangles) — End product of tau aggregation
- [Tauopathies](/mechanisms/tauopathies) — Broader category of tau diseases
- [GRN Gene](/genes/grn) — Progranulin mutations in FTD
- [C9orf72](/genes/c9orf72) — Hexanucleotide repeat expansion in FTD/ALS
- [TDP-43 Pathology](/mechanisms/tdp-43-pathology) — Often co-occurs with tau pathology
Tau Pathology Pathway in Frontotemporal Dementia describes a key molecular or cellular mechanism implicated in neurodegenerative disease. This page provides a detailed overview of the pathway components, signaling cascades, and their relevance to conditions such as Alzheimer's disease, Parkinson's disease, and related disorders. [@dickson2012]
Frontotemporal dementia (FTD) represents a heterogeneous group of neurodegenerative disorders characterized by progressive atrophy of the frontal and temporal lobes [1](https://pubmed.ncbi.nlm.nih.gov/32861279/). Tau pathology plays a central role in the disease pathogenesis, with abnormal tau protein accumulation driving neuronal dysfunction and cell death across multiple FTD subtypes [2](https://pubmed.ncbi.nlm.nih.gov/32957065/). This mechanism page provides a comprehensive overview of tau biology in FTD, covering molecular mechanisms, genetic drivers, diagnostic approaches, and therapeutic strategies. [@kovacs2020]
Pathway Visualization
Tau Protein Biology and Function
Structure and Isoforms
The tau protein is encoded by the MAPT gene (Microtubule-Associated Protein Tau) located on chromosome 17q21.31 [3](https://pubmed.ncbi.nlm.nih.gov/12460768/). The human tau gene contains 16 exons, giving rise to six isoforms through alternative mRNA splicing [4](https://pubmed.ncbi.nlm.nih.gov/14631136/). These isoforms range from 352 to 441 amino acids and are categorized based on the presence of three or four microtubule-binding repeats (3R and 4R tau) [5](https://pubmed.ncbi.nlm.nih.gov/17632057/). [@josephs2019]
The microtubule-binding repeats (R1-R4) are located in the C-terminal half of the protein and are critical for tau's primary biological function—stabilizing microtubules [6](https://pubmed.ncbi.nlm.nih.gov/21890411/). The N-terminal projection domain interacts with the neuronal cytoskeleton and membrane components, playing roles in signal transduction and organelle transport [7](https://pubmed.ncbi.nlm.nih.gov/18765557/). [@song2020]
Normal Physiological Function
In the healthy brain, tau protein is predominantly located in axons where it promotes microtubule assembly and stability, facilitating axonal transport of organelles, vesicles, and proteins [8](https://pubmed.ncbi.nlm.nih.gov/22113601/). Tau undergoes various post-translational modifications including phosphorylation, glycosylation, acetylation, and ubiquitination, which regulate its binding affinity for microtubules [9](https://pubmed.ncbi.nlm.nih.gov/24812079/). [@brendza2019]
The phosphorylation state of tau is dynamically regulated by a balance between kinases (GSK-3β, CDK5, MAPK) and phosphatases (PP1, PP2A, PP5), with hyperphosphorylation leading to reduced microtubule binding and increased aggregation propensity [10](https://pubmed.ncbi.nlm.nih.gov/18503108/). [@pitts2009]
Tau Pathology in FTD
4R Tauopathies
FTD encompasses several distinct pathological subtypes, with 4R tauopathies representing a major category. These disorders are characterized by tau isoforms containing four microtubule-binding repeats, reflecting dysregulated MAPT splicing [11](https://pubmed.ncbi.nlm.nih.gov/21881207/). [@goedert2001a]
Progressive Supranuclear Palsy (PSP)
Progressive supranuclear palsy is the most common 4R tauopathy, pathologically defined by neurofibrillary tangles composed of 4R tau, tufted astrocytes, and oligodendroglial coiled bodies [12](https://pubmed.ncbi.nlm.nih.gov/32151338/). The distribution of tau pathology follows a characteristic pattern, affecting the basal ganglia, brainstem, cerebellar nuclei, and spinal cord [13](https://pubmed.ncbi.nlm.nih.gov/31733126/). [@armstrong2020]
PSP pathology involves preferential accumulation of tau in neurons and glia, forming distinct morphological lesions. Tufted astrocytes display tau-immunoreactive processes arranged in a tufted pattern around the cell body, while coiled bodies represent oligodendroglial inclusions [14](https://pubmed.ncbi.nlm.nih.gov/29523657/). Astrocytic pathology is thought to contribute to disease progression through disruption of astrocyte-neuron interactions and compromised support of neuronal function [15](https://pubmed.ncbi.nlm.nih.gov/32472216/). [@kovacs2020a]
The H1 MAPT haplotype represents the major genetic risk factor for sporadic PSP, with the H1/H1 genotype significantly increasing disease risk [16](https://pubmed.ncbi.nlm.nih.gov/15992407/). Additionally, over 50 pathogenic MAPT mutations have been identified, most of which are associated with 4R tau overexpression [17](https://pubmed.ncbi.nlm.nih.gov/14570711/). [@dickson2019]
Corticobasal Degeneration (CBD)
Corticobasal degeneration represents another 4R tauopathy characterized by asymmetric cortical atrophy and basal ganglia involvement [18](https://pubmed.ncbi.nlm.nih.gov/33150188/). Pathologically, CBD demonstrates cortical and subcortical neuronal loss, gliosis, and tau-positive inclusions in neurons, astrocytes, and oligodendrocytes [19](https://pubmed.ncbi.nlm.nih.gov/32893337/). [@rothstein2019]
The tau pathology in CBD shows considerable heterogeneity, with astrocytic plaques representing a characteristic lesion. These are annular or wreath-like tau accumulations in astrocytic processes, distinct from the tufted astrocytes seen in PSP [20](https://pubmed.ncbi.nlm.nih.gov/31626967/). Cortical involvement in CBD preferentially affects frontoparietal regions, correlating with the characteristic clinical presentation of apraxia, cortical sensory loss, and alien limb phenomena [21](https://pubmed.ncbi.nlm.nih.gov/30596947/). [@foster2001]
MAPT Mutation Carriers
Hereditary FTD with parkinsonism linked to chromosome 17 (FTDP-17) caused by pathogenic MAPT mutations represents a genetically defined 4R tauopathy [22](https://pubmed.ncbi.nlm.nih.gov/11590078/). Over 40 pathogenic MAPT mutations have been identified, predominantly affecting exon 10 splicing or missense mutations within the microtubule-binding repeats [23](https://pubmed.ncbi.nlm.nih.gov/14631136/). [@goedert2001b]
These mutations lead to increased exon 10 inclusion, resulting in elevated 4R tau production, or impair microtubule binding leading to free cytosolic tau available for aggregation [24](https://pubmed.ncbi.nlm.nih.gov/20534648/). Notable mutations include P301L, P301S, G389R, and R406W, each associated with distinct clinical phenotypes and neuropathological findings [25](https://pubmed.ncbi.nlm.nih.gov/1868821/). [@barghorn2005]
3R Tauopathies
While less common in FTD, pure 3R tau pathology is observed in a subset of cases, particularly those with Pick disease. Pick disease is characterized by argyrophilic intracytoplasmic inclusions (Pick bodies) composed predominantly of 3R tau isoforms [26](https://pubmed.ncbi.nlm.nih.gov/14631136/). [@poorkaj2001]
Mixed Tau Pathology
A significant proportion of FTD cases demonstrate mixed tau pathology, with co-occurrence of 3R and 4R tau, reflecting the complex molecular heterogeneity of these disorders [27](https://pubmed.ncbi.nlm.nih.gov/32957065/). This mixed pathology may result from shared mechanisms of tau dysregulation and represents a challenge for biomarker development and therapeutic targeting. [@goedert2003a]
Molecular Mechanisms of Tau-Mediated Neurodegeneration
Tau Aggregation
The self-assembly of tau protein into insoluble aggregates represents a central pathogenic event in FTD. Tau aggregation is thought to proceed through a nucleation-dependent mechanism, with formation of soluble oligomeric intermediates preceding mature fibrillar inclusions [28](https://pubmed.ncbi.nlm.nih.gov/23527120/). [@dickson2020a]
The microtubule-binding repeat domain forms the core of tau fibrils, with the hexapeptide motifs ^306VQIVYK^311 and ^378VQIVTK^383 driving intermolecular β-sheet formation and fibril assembly [29](https://pubmed.ncbi.nlm.nih.gov/20654751/). Post-translational modifications including hyperphosphorylation, acetylation, and truncation facilitate aggregation by promoting conformational changes and reducing microtubule binding [30](https://pubmed.ncbi.nlm.nih.gov/28600914/). [@sahara2012]
Cryo-electron microscopy studies have revealed distinct tau fibril structures across different tauopathies, with PSP and CBD showing distinct filament morphologies compared to Alzheimer's disease [31](https://pubmed.ncbi.nlm.nih.gov/31123182/). These structural differences may explain the clinical heterogeneity of tauopathies and have implications for biomarker and therapeutic development. [@von2010]
Tau Oligomers
Soluble tau oligomers represent a highly toxic species implicated in early synaptic dysfunction and neuronal death [32](https://pubmed.ncbi.nlm.nih.gov/21892162/). These prefibrillar aggregates are thought to propagate between cells and brain regions, accounting for the characteristic progression of tau pathology [33](https://pubmed.ncbi.nlm.nih.gov/29117875/). [@gorsky2017]
Tau oligomers can disrupt mitochondrial function through direct binding to mitochondrial proteins, leading to impaired energy metabolism and increased reactive oxygen species production [34](https://pubmed.ncbi.nlm.nih.gov/26227631/). Additionally, extracellular tau oligomers may activate microglia and trigger neuroinflammatory responses that exacerbate neuronal dysfunction [35](https://pubmed.ncbi.nlm.nih.gov/29653860/). [@fitzpatrick2017]
Prion-Like Propagation
The concept of tau prion-like propagation has gained substantial evidence, with studies demonstrating that tau seeds can template the misfolding of endogenous tau protein [36](https://pubmed.ncbi.nlm.nih.gov/29705654/). This templated aggregation allows pathology to spread between anatomically connected brain regions, explaining the characteristic progression of FTD symptoms [37](https://pubmed.ncbi.nlm.nih.gov/27811339/). [@merrick2016]
Experimental models have shown that tau fibrils can be internalized by neurons through various endocytic mechanisms and can induce aggregation of endogenous tau in recipient cells [38](https://pubmed.ncbi.nlm.nih.gov/27798279/). The prion-like properties of tau have important implications for understanding disease progression and developing therapeutic strategies aimed at blocking propagation. [@jucker2017]
Synaptic Dysfunction
Tau pathology profoundly affects synaptic function through multiple mechanisms. Synaptic tau accumulation precedes overt neuronal loss and correlates with cognitive impairment in FTD [39](https://pubmed.ncbi.nlm.nih.gov/26927056/). Tau interacts with synaptic proteins including PSD-95, NMDA receptors, and AMPA receptors, altering synaptic signaling and plasticity [40](https://pubmed.ncbi.nlm.nih.gov/27716761/). [@cieri2018]
Presynaptic tau accumulation disrupts neurotransmitter release through impairment of vesicle cycling and fusion [41](https://pubmed.ncbi.nlm.nih.gov/29953818/). Postsynaptic tau affects dendritic spine morphology and function, leading to impaired long-term potentiation and memory consolidation [42](https://pubmed.ncbi.nlm.nih.gov/28855308/). [@matsumoto2019]
Mitochondrial Dysfunction
Tau pathology induces mitochondrial dysfunction through multiple mechanisms. Tau binds to mitochondrial proteins including dynamin-related protein 1 (Drp1), promoting excessive mitochondrial fission and impaired fusion [43](https://pubmed.ncbi.nlm.nih.gov/25146702/). This imbalance disrupts mitochondrial dynamics and leads to impaired mitochondrial transport along axons [44](https://pubmed.ncbi.nlm.nih.gov/24973265/). [@frost2018]
Mitochondrial dysfunction in FTD contributes to ATP depletion, calcium dysregulation, and increased oxidative stress [45](https://pubmed.ncbi.nlm.nih.gov/26923001/). The accumulation of defective mitochondria further compromises neuronal energy metabolism and promotes cell death pathways. [@ahmed2017]
Neuroinflammation
Tau pathology triggers robust neuroinflammatory responses in FTD. Activated microglia accumulate around tau-positive inclusions and release pro-inflammatory cytokines including IL-1β, TNF-α, and IL-6 [46](https://pubmed.ncbi.nlm.nih.gov/27758932/). This chronic neuroinflammation exacerbates neuronal dysfunction and creates a feed-forward loop promoting further tau pathology [47](https://pubmed.ncbi.nlm.nih.gov/28580283/). [@holmes2017]
Astrocytic responses to tau pathology include production of inflammatory mediators and altered metabolic support of neurons [48](https://pubmed.ncbi.nlm.nih.gov/29627274/). The bidirectional relationship between tau and neuroinflammation represents a promising therapeutic target for disease modification. [@tai2015]
Genetic Factors in FTD Tauopathy
MAPT Mutations
The MAPT gene on chromosome 17q21.31 represents the major genetic cause of familial FTD [49](https://pubmed.ncbi.nlm.nih.gov/11590078/). Over 50 pathogenic mutations have been identified, broadly categorized as splicing mutations and missense mutations [50](https://pubmed.ncbi.nlm.nih.gov/14570711/). [@hoover2016]
Splicing mutations affect exon 10, which encodes the second microtubule-binding repeat. These mutations disrupt the balance between 3R and 4R tau isoforms, typically leading to increased 4R tau production. Notable splicing mutations include intron 10 +14, intron 10 +16, and intron 10 +3, all of which increase exon 10 inclusion [51](https://pubmed.ncbi.nlm.nih.gov/11175113/). [@rodriguezmartin2019]
Missense mutations in the microtubule-binding repeats (R1-R4) impair tau's ability to bind microtubules, promoting aggregation. The P301L and P301S mutations are particularly severe, causing early-onset FTD with rapid progression [52](https://pubmed.ncbi.nlm.nih.gov/10677483/). [@mondragonrodriguez2018]
H1 Haplotype
The H1 MAPT haplotype represents the major genetic risk factor for sporadic 4R tauopathies including PSP and CBD [53](https://pubmed.ncbi.nlm.nih.gov/15992407/). The H1 haplotype spans approximately 1.8 Mb and contains multiple polymorphisms in strong linkage disequilibrium [54](https://pubmed.ncbi.nlm.nih.gov/18063578/). [@du2014]
Association studies have identified specific SNPs within the H1 haplotype that increase PSP risk, with the H1/H1 homozygous genotype present in over 95% of sporadic PSP patients [55](https://pubmed.ncbi.nlm.nih.gov/17429195/). The functional mechanism linking the H1 haplotype to tauopathy remains under investigation, with hypotheses including altered MAPT expression and differential splicing [56](https://pubmed.ncbi.nlm.nih.gov/20301626/). [@mordecai2015]
Modifier Genes
Several genetic modifiers influence FTD tauopathy onset and progression. TMEM106B variants modulate disease onset in carriers of pathogenic MAPT mutations, with the risk allele associated with earlier disease onset [57](https://pubmed.ncbi.nlm.nih.gov/20479394/). GRN (progranulin) mutations represent a common cause of FTD and may interact with tau pathology through lysosomal pathways [58](https://pubmed.ncbi.nlm.nih.gov/20649684/). [@cheng2017]
The APOE genotype modifies tau pathology severity and clinical presentation, with APOE ε4 carriers showing increased tau burden and earlier onset in some FTD subtypes [59](https://pubmed.ncbi.nlm.nih.gov/32801857/). [@ising2017]
Diagnostic Approaches
Clinical Diagnosis
The diagnosis of FTD tauopathy requires integration of clinical presentation, neuroimaging findings, and exclusion of alternative diagnoses. Core clinical features include progressive behavioral change or language impairment, with predominant frontal and temporal lobe atrophy on MRI [60](https://pubmed.ncbi.nlm.nih.gov/32861279/). [@stancu2019]
Clinical criteria for PSP include vertical supranuclear gaze palsy, postural instability with falls, and parkinsonism unresponsive to levodopa [61](https://pubmed.ncbi.nlm.nih.gov/25849780/). Corticobasal syndrome presents with asymmetric apraxia, cortical sensory loss, and alien limb phenomena [62](https://pubmed.ncbi.nlm.nih.gov/33150188/). [@kloske2018]
Neuroimaging
MRI reveals characteristic patterns of atrophy in FTD tauopathies. PSP shows midbrain and superior cerebellar peduncle atrophy with the "hummingbird sign" on mid-sagittal images [63](https://pubmed.ncbi.nlm.nih.gov/22151329/). CBD demonstrates asymmetric frontoparietal atrophy with contralateral basal ganglia involvement [64](https://pubmed.ncbi.nlm.nih.gov/32962260/). [@foster2001a]
FDG-PET shows hypometabolism in characteristic regions, with PSP showing brainstem and frontal involvement, while CBD shows asymmetric cortical hypometabolism [65](https://pubmed.ncbi.nlm.nih.gov/29968576/). Tau PET ligands show variable uptake in FTD tauopathies, with higher binding in PSP and CBD compared to AD patterns [66](https://pubmed.ncbi.nlm.nih.gov/31818129/). [@goedert2001c]
Biomarkers
Cerebrospinal fluid tau biomarkers show disease-specific patterns. Total tau is elevated in FTD tauopathies, while phosphorylated tau at specific epitopes may help distinguish from AD [67](https://pubmed.ncbi.nlm.nih.gov/28750853/). Neurofilament light chain (NfL) in CSF and blood represents a promising marker of neurodegeneration and disease progression [68](https://pubmed.ncbi.nlm.nih.gov/32581359/). [@dsouza1999]
Emerging biomarkers include tau seed amplification assays that detect pathological tau in CSF, showing high sensitivity for detecting 4R tauopathies [69](https://pubmed.ncbi.nlm.nih.gov/35231697/). These assays may enable specific diagnosis during life and facilitate therapeutic development. [@pickeringbrown2000]
Therapeutic Strategies
Tau-Targeted Therapies
Multiple therapeutic approaches targeting tau are in development. Tau aggregation inhibitors such as methylene blue derivatives aim to prevent tau fibril formation and promote clearance [70](https://pubmed.ncbi.nlm.nih.gov/28744650/). However, clinical trials have yielded mixed results, highlighting the challenge of targeting intracellular proteins. [@pittman2009]
Anti-tau immunotherapies include both active and passive immunization approaches. Several monoclonal antibodies targeting tau are in clinical trials for AD and FTD, including goserelin, zagotenemab, and semorinemab [71](https://pubmed.ncbi.nlm.nih.gov/34855521/). These antibodies aim to bind extracellular tau and promote clearance through microglia-mediated phagocytosis. [@hardy2008]
Small molecule inhibitors of tau aggregation and post-translational modifications represent another therapeutic approach. GSK-3β inhibitors reduce tau phosphorylation but face challenges due to the kinase's broad biological functions [72](https://pubmed.ncbi.nlm.nih.gov/20090946/). [@rohrer2009]
Disease-Modifying Approaches
Gene therapy approaches using AAV vectors to deliver anti-tau shRNAs or microRNAs represent a promising therapeutic strategy [73](https://pubmed.ncbi.nlm.nih.gov/29552826/). These approaches aim to reduce tau expression at the genetic level, potentially providing durable disease modification. [@cairns2010]
Antisense oligonucleotide (ASO) therapy targeting MAPT mRNA is in development, with preclinical studies showing reduction of tau protein and correction of behavioral deficits in tauopathy models [74](https://pubmed.ncbi.nlm.nih.gov/29429975/). [@cruchaga2012]
Symptomatic Treatments
Current treatments for FTD tauopathies remain largely symptomatic. Dopaminergic agents may provide modest benefit for parkinsonism in PSP, while cholinesterase inhibitors are generally ineffective and may worsen behavioral symptoms [75](https://pubmed.ncbi.nlm.nih.gov/26015385/). [@baker2006]
Behavioral management strategies including environmental modifications, caregiver education, and structured routines form the cornerstone of FTD management [76](https://pubmed.ncbi.nlm.nih.gov/32861279/). Speech and language therapy may help maintain communication function in primary progressive aphasia variants. [@piestun2020]
Research Models
Cellular Models
Induced pluripotent stem cell (iPSC)-derived neurons from FTD patients with MAPT mutations provide human disease models for mechanistic studies [77](https://pubmed.ncbi.nlm.nih.gov/25865479/). These models demonstrate tau isoform dysregulation, aggregation, and synaptic dysfunction reproducing key disease features. [@rascovsky2021a]
Tau aggregation models using transgenic expression of mutant tau or exposure to tau fibril seeds enable study of aggregation mechanisms and screening of aggregation inhibitors [78](https://pubmed.ncbi.nlm.nih.gov/26227631/). [@litvan2018]
Animal Models
Transgenic mouse models expressing mutant human MAPT reproduce key features of FTD tauopathy, including tau aggregation, neurodegeneration, and behavioral deficits [79](https://pubmed.ncbi.nlm.nih.gov/12460768/). The PS19 mice expressing P301S mutant tau show robust tau pathology and are widely used for therapeutic testing. [@armstrong2020a]
Non-human primate models more closely approximate human brain biology but face ethical considerations and practical challenges. Canine models naturally develop age-related tauopathy, providing insight into sporadic disease mechanisms [80](https://pubmed.ncbi.nlm.nih.gov/14631136/). [@agosta2014]
Future Directions
Understanding tau biology in FTD continues to evolve, with several key questions remaining. The mechanisms linking specific MAPT mutations to distinct clinical phenotypes require further investigation. The role of tau post-translational modifications in disease progression and their potential as therapeutic targets needs clarification. [@zhang2019]
Biomarker development for specific FTD subtypes remains a critical need, enabling earlier diagnosis and tracking of disease progression. The integration of tau PET, CSF biomarkers, and genetic testing should improve diagnostic accuracy and facilitate clinical trial enrollment. [@bladowska2019]
Combination therapies targeting multiple aspects of tauopathy may prove more effective than single-target approaches. Rational design of therapeutic combinations based on disease mechanism understanding offers hope for meaningful disease modification in FTD tauopathies. [@sawyer2019]
See Also
- [Alzheimer's Disease](/diseases/alzheimers-disease)
- [Parkinson's Disease](/diseases/parkinsons-disease)
External Links
- [PubMed](https://pubmed.ncbi.nlm.nih.gov/)
- [KEGG Pathways](https://www.genome.jp/kegg/pathway.html)
Additional evidence sources: [@beyer2016] [@khalil2020] [@shafi2022] [@wischik2015] [@mullard2021] [@hernndez2009] [@karch2019] [@devos2017] [@burrell2015] [@rascovsky2021b] [@iovino2015] [@pro2018] [@yoshiyama2007] [@cummings2003]
References
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