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Relationship: 2835

Title

A descriptive phrase which clearly defines the two KEs being considered and the sequential relationship between them (i.e., which is upstream, and which is downstream). More help

Increase, Pro-Inflammatory Mediators leads to Increase, Neural Remodeling

Upstream event
The causing Key Event (KE) in a Key Event Relationship (KER). More help
Downstream event
The responding Key Event (KE) in a Key Event Relationship (KER). More help

Key Event Relationship Overview

The utility of AOPs for regulatory application is defined, to a large extent, by the confidence and precision with which they facilitate extrapolation of data measured at low levels of biological organisation to predicted outcomes at higher levels of organisation and the extent to which they can link biological effect measurements to their specific causes.Within the AOP framework, the predictive relationships that facilitate extrapolation are represented by the KERs. Consequently, the overall WoE for an AOP is a reflection in part, of the level of confidence in the underlying series of KERs it encompasses. Therefore, describing the KERs in an AOP involves assembling and organising the types of information and evidence that defines the scientific basis for inferring the probable change in, or state of, a downstream KE from the known or measured state of an upstream KE. More help

AOPs Referencing Relationship

AOP Name Adjacency Weight of Evidence Quantitative Understanding Point of Contact Author Status OECD Status
Deposition of Energy Leading to Learning and Memory Impairment adjacent Moderate Low Brendan Ferreri-Hanberry (send email) Open for citation & comment

Taxonomic Applicability

Latin or common names of a species or broader taxonomic grouping (e.g., class, order, family) that help to define the biological applicability domain of the KER.In general, this will be dictated by the more restrictive of the two KEs being linked together by the KER.  More help
Term Scientific Term Evidence Link
mouse Mus musculus Moderate NCBI
rat Rattus norvegicus Moderate NCBI

Sex Applicability

An indication of the the relevant sex for this KER. More help
Sex Evidence
Male Moderate
Female Low
Mixed Moderate
Unspecific Low

Life Stage Applicability

An indication of the the relevant life stage(s) for this KER.  More help
Term Evidence
Adult Moderate
Not Otherwise Specified Low
Juvenile Low

Key Event Relationship Description

Provides a concise overview of the information given below as well as addressing details that aren’t inherent in the description of the KEs themselves. More help

Inflammatory mediators such as IL-1β, TNF-α, and IL-6 can affect the normal behavior of neuronal cells through alterations in: (a) the neuronal architecture and (b) synaptic activity. Overexpression of these pro-inflammatory mediators can disrupt the integrity of neurons through increased necrosis and demyelination, decreased neurogenesis, neural stem cell proliferation and synaptic complexity (Cekanaviciute et al., 2018; Fan & Pang, 2017). Structurally, the neuron is comprised of the cell body, dendrites, axon, and axon terminals, all of which are critical in the normal functioning of the central nervous system. Another important component of the neuron is its signaling properties, which uses chemical neurotransmitters to transfer messages in the synaptic cleft (Cekanaviciute et al., 2018; Hladik & Tapio, 2016). Disruption to these structures or signalling properties results in neural remodeling.  

Under physiological conditions, cytokine levels are low, but these can increase in response to various insults. Cytokines mediate immune response through ligand binding to cell surface receptors, which activate signaling cascades such as the JAK-STAT or MAPK pathways to produce or recruit more cytokines. Once organs initiate inflammatory reactions, the cytokines are capable of impairing neuronal function through direct effects on neurons or by indirect mechanisms mediated by microglia, astrocytes or vascular endothelial cells (Mousa & Bakhiet, 2013; Prieto & Cotman, 2018).  

Evidence Collection Strategy

Include a description of the approach for identification and assembly of the evidence base for the KER. For evidence identification, include, for example, a description of the sources and dates of information consulted including expert knowledge, databases searched and associated search terms/strings.  Include also a description of study screening criteria and methodology, study quality assessment considerations, the data extraction strategy and links to any repositories/databases of relevant references.Tabular summaries and links to relevant supporting documentation are encouraged, wherever possible. More help

The strategy for collating the evidence to support the relationship is described in Kozbenko et al 2022. Briefly, a scoping review methodology was used to prioritize studies based on a population, exposure, outcome, endpoint statement.

Evidence Map 2.0

ID Experimental Design Species Upstream Observation Downstream Observation Citation (first author, year) Notes

Evidence Map

Addresses the scientific evidence supporting KERs in an AOP setting the stage for overall assessment of the AOP. More help
Title First Author
Biological Plausibility
Dose Concordance
Temporal Concordance
Incidence Concordance
Biological Plausibility
Dose Concordance Evidence
Temporal Concordance Evidence
Incidence Concordance Evidence
Uncertainties and Inconsistencies
Addresses inconsistencies or uncertainties in the relationship including the identification of experimental details that may explain apparent deviations from the expected patterns of concordance. More help
  • Various in vitro studies have reported a stimulation of neural precursor cell proliferation and differentiation or increased neurogenesis by different cytokines such as IL-6 and IFN-γ (Islam et al., 2009; Wong et al., 2004). Another study found increased proliferation within the hippocampus after repeated IL-6 and IL-1β infusion (Seguin et al., 2009). Although a clear mechanism has not yet been elucidated, it is thought that these cytokines have contradictory effects from the differential activation of various signaling cascades (Borsini et al., 2015). For example, hyper-IL-6, a fusion of IL-6 and IL-6 receptor, was found to increase neurogenesis through the activation of MAPK/CREB (mitogen-activated protein kinase/cAMP response element binding protein) cascade (Islam et al., 2009). 

  • Kalm et al. (2013) found a higher inflammatory response in lipopolysaccharide (LPS) treated females compared with males after irradiation. Specifically, increased levels of pro-inflammatory cytokines IL-1β, IL-12, and IL-17, as well as pro-inflammatory chemokines CCL4, CCL3 and CCL2 were detected relative to vehicle-treated animals and LPS-treated males. This was associated with a 32% decrease in DCX+ cells, a marker for neurogenesis, in females. However, in LPS-treated males, a 64% reduction in DCX+ cells compared to vehicle-treated males following irradiation was reported (Kalm et al., 2013). Further research is required to elucidate the exact effects of increased pro-inflammatory mediators on neuronal integrity between males and females. 

Known modulating factors

This table captures specific information on the MF, its properties, how it affects the KER and respective references.1.) What is the modulating factor? Name the factor for which solid evidence exists that it influences this KER. Examples: age, sex, genotype, diet 2.) Details of this modulating factor. Specify which features of this MF are relevant for this KER. Examples: a specific age range or a specific biological age (defined by...); a specific gene mutation or variant, a specific nutrient (deficit or surplus); a sex-specific homone; a certain threshold value (e.g. serum levels of a chemical above...) 3.) Description of how this modulating factor affects this KER. Describe the provable modification of the KER (also quantitatively, if known). Examples: increase or decrease of the magnitude of effect (by a factor of...); change of the time-course of the effect (onset delay by...); alteration of the probability of the effect; increase or decrease of the sensitivity of the downstream effect (by a factor of...) 4.) Provision of supporting scientific evidence for an effect of this MF on this KER. Give a list of references.  More help

Modulating Factor 

Details 

Effects on the KER 

References 

Drug Therapy 

MW01-2-151SRM (MW-151) – water soluble, nontoxic, bioavailable compound that mitigates pro-inflammatory cytokine production, glial activation and inflammation in rat hippocampus. 

MW-151 reduced the neuroinflammation caused by 10 Gy of heavy ion exposure, thus preserving the integrity of neurogenic signaling in the dentate gyrus. 

Jenrow et al., 2013 

 Genetic Manipulation 

IL-1 receptor antagonist to prevent the interaction between IL-1β with IL-1R1.  

After 7 days in vitro, IL-1β significantly decreased the percentage of DCX-positive neurons, but pre-treatment and subsequent co-treatment with IL-1RA abolished this anti-neurogenic effect of IL-1β. 

Green et al., 2012 

 Hormone 

Histamine – an endogenous amine that can regulate both brain inflammation and neurogenesis. 

Histamine treatment significantly increased the total number cells, positively modulates hippocampal neurogenesis, ameliorates the loss of neuronal complexity of hippocampal neuroblasts and reverts synaptic plasticity loss caused by LPS. 

Saraiva et al., 2019 

Drug 

Tamoxifen – synthetic, non-steroidal estrogen receptor modulator with anti-inflammatory and neuroprotective properties. 

Tamoxifen decreased the production of inflammatory cytokines released from irradiated microglia, attenuating glial activation and decreasing neuronal apoptosis.  

Liu et al., 2010 

Drug 

Kukoamine A (KuA) – alkaloid extracted from traditional Chinese herb cortex lycii radicis that has been previously reported to have antioxidant properties.  

KuA inhibited radiation-induced increases in pro-inflammatory cytokines, alleviated the activation of hippocampal microglia and ameliorated the suppression of hippocampal neurogenesis. 

Zhang et al., 2017 

Genetics 

Polymorphism that increases the expression of APOE4  increases the risk of developing Alzheimer’s diseases, which generally consists of a decline in memory, thinking and language. 

In homozygous human APOE4 knock-in mice, a dramatic increase in pro-inflammatory cytokines TNF-α, IL-1β and IL-6 was seen after LPS injection compared to the APOE2 and APOE3 alleles, suggesting that APOE4 is implicated in a greater inflammatory response.  

Hunsberger et al., 2019; Zhu et al., 2012 

Domain of Applicability

A free-text section of the KER description that the developers can use to explain their rationale for the taxonomic, life stage, or sex applicability structured terms. More help

Evidence for this relationship comes from rat and mouse models. There is in vivo evidence in both male and female animals, with more evidence in males. Animal age is occasionally not indicated in studies, but most evidence is in adult rodent models.