VEEV TC-83 Triggers Dysregulation of the Tryptophan–Kynurenine Pathway in the Central Nervous System That Correlates with Cognitive Impairment in Tg2576 Mice
Open accessAbstract
Neurodegenerative diseases are chronic conditions affecting the central nervous system (CNS). Alzheimer’s disease (AD) is a neurodegenerative disorder characterized by the accumulation of amyloid beta in the limbic and cortical brain regions. AD is presumed to result from genetic abnormalities or environmental factors, including viral infections, which may have deleterious, long-term effects. In this study, we demonstrate that the Venezuelan equine encephalitis virus (VEEV) commonly induces neurodegeneration and long-term neurological or cognitive sequelae. Notably, the effects of VEEV infection can persistently influence gene expression in the mouse brain, suggesting a potential link between the observed neurodegenerative outcomes and long-term alterations in gene expression. Additionally, we show that alphavirus encephalitis exacerbates the neuropathological profile of AD through crosstalk between inflammatory and kynurenine pathways, generating a range of metabolites with potent effects. Using a mouse model for β-amyloidosis, Tg2576 mice, we found that cognitive deficits and brain pathology were more severe in Tg2576 mice infected with VEEV TC-83 compared to mock-infected controls. Thus, during immune activation, the kynurenine pathway plays a more active role in the VEEV TC-83-infected cells, leading to increases in the abundance of transcripts related to the kynurenine pathway of tryptophan metabolism. This pathway generates several metabolites with potent effects on neurotransmitter systems as well as on inflammation, as observed in VEEV TC-83-infected animals.
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Written from the paper’s full text.
TL;DR
VEEV TC-83 infection in WT and Tg2576 mice was associated with CNS upregulation of the tryptophan–kynurenine pathway, especially IDO and kynurenine, and with worse active-avoidance performance. The authors propose that virus-triggered inflammatory/KP crosstalk may exacerbate AD-like neuropathology, though causality is not established.
Key findings
- IDO transcripts increased ~2.4-fold in both VEEV TC-83-infected WT (n = 11; *p < 0.05) and Tg2576 mice (n = 12; *p < 0.05) versus saline controls. IDO1 activity rose in infected WT mice from 386.28 to 548 pmole (n = 14; *p < 0.05), with no significant change in Tg2576 mice; IDO protein increased ~40-fold in infected Tg2576 versus saline Tg2576 mice (n = 13; *p < 0.001).
- IDO mRNA correlated with inflammatory cytokines: IFN-γ (R² = 0.6340; *p < 0.001; n = 16), TNF-α (R² = 0.3845; p < 0.01; n = 21), and IL-1β (R² = 0.5814; *p < 0.01; n = 16). IDO protein correlated with latency to avoid (R² = 0.2367; *p < 0.05; n = 25) and escape shock (R² = 0.4606; *p < 0.001; n = 29).
- KYN transcripts increased ~11-fold in infected WT (n = 12; *p < 0.05) and ~8-fold in infected Tg2576 mice (n = 12; *p < 0.001). KYN concentration rose ~3-fold in infected WT mice (0.046 to 0.146 µg/mL; n = 17; *p < 0.001), while TRP increased 2-fold in infected WT mice (0.814 to 1.718 µg/mL; n = 15; p < 0.01) and was lower in infected Tg2576 versus infected WT mice (1.718 to 0.891 µg/mL; n = 14; *p < 0.05).
- QUIN was significantly increased in infected Tg2576 mice versus saline WT mice (3.12 to 3.93 ng/mL; 1.3-fold; n = 15; *p < 0.05). NAD+ showed no significant differences, though a slight non-significant decrease occurred in infected Tg2576 mice. QUIN positively correlated with latency to avoid shock (R² = 0.3140; p < 0.01; n = 29), and NAD+ inversely correlated with latency to avoid shock (R² = 0.2556; *p < 0.05; n = 23).
Methods
- Male and female 3-month-old WT and Tg2576 mice were intranasally inoculated with 10⁶ PFU VEEV TC-83 or PBS and assessed at 6 months post-inoculation.
- Active avoidance was tested over 3 consecutive days with 30 trials/day using sound/light conditioned stimuli and a 0.3 mA shock unconditioned stimulus.
- Brain homogenates were analyzed by qRT-PCR, Western blot, ELISA for QUIN and KYN/TRP, and enzyme activity assays for IDO1 and NAD+. Statistics used one-way ANOVA with Tukey post-hoc, mean ± SEM, and p < 0.05; target sample size was 10–16 per group, though some assays had fewer samples due to availability.
Limitations
- The paper states that it does not demonstrate causality: “While we do not demonstrate that infection, inflammation, and IDO activation are causative of behavioral abnormalities and neurological sequalae following VEEV infection, the strong correlation provides evidence for future studies.”
- The paper notes that in certain assays the sample size did not include all animals because sufficient samples were unavailable from each group.
- Evident from the text: several key comparisons were non-significant or only trending (e.g., IDO1 activity in Tg2576 mice, KYN and KYN/TRP in infected Tg2576 mice, NAD+ changes), and the study relies on correlational behavioral associations at a single 6-month post-inoculation time point.
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Claims the paper makes
40 of 64 cited sources checked · 13 supported · 2 flagged · accuracy not yet measured
- Interpretationcitation
The increased baseline KYN in Tg2576 mice is likely due to a heightened baseline level of inflammatory cytokines in Tg2576 mice.
“This is likely due to the heightened baseline level of inflammatory cytokines in Tg2576 mice, given that these mice are predisposed to acquire amyloid beta tangles and AD neuropathology [45].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [45] Schaeffer, 2011, Insights into Alzheimer disease pathogenesis from studies in transgenic animal models, Clinics source
Section 2 (page not supplied) reports that Tg2576 mice develop age-dependent amyloid-β deposition, senile plaques, and associated gliosis, supporting the AD-neuropathology premise. It does not report elevated baseline inflammatory cytokines or KYN, or link the two; it describes amyloid-β plaques, not amyloid-β tangles. (LLM, conf=0.87)
Experimental — accuracy not yet measured
- Interpretationcitation
KP activation during viral infections such as VEEV may drive the pathological interplay of inflammation and KYN dysregulation in the development or exacerbation of neurodegeneration.
“This indicates KP activation during viral infections such as VEEV may drive the pathological interplay of inflammation and KYN dysregulation in the development or exacerbation of neurodegeneration [28,29,30].”
Quote in the paperSubstantial claim3 of 3 sources checked- cites [28] Shen, 2020, Plasma amyloid, tau, and neurodegeneration biomarker profiles predict Alzheimer’s disease pathology and clinical progression in older adults without dementia, Alzheimers Dement. source
The Results and Discussion address Alzheimer’s biomarker profiles, brain atrophy, and clinical progression, not kynurenine-pathway activation during viral infection. Searches for VEEV, kynurenine/KYN dysregulation, and inflammation returned no passage addressing the proposed mechanism; the References mention an HIV study but do not establish the claim. (LLM, conf=0.76)
Experimental — accuracy not yet measured - cites [29] Thomas, 2020, COVID-19 infection alters kynurenine and fatty acid metabolism, correlating with IL-6 levels and renal status, JCI Insight source
The Results (p. 1) report altered kynurenine-pathway metabolism in patients with COVID-19 and a correlation with IL-6; the Discussion (p. 8) says a role for IDO in inflammation is hypothetical and that causation cannot be inferred. The paper does not address VEEV or whether this interplay causes or worsens neurodegeneration. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [30] Fraser, 2020, Metabolomics Profiling of Critically Ill Coronavirus Disease 2019 Patients: Identification of Diagnostic and Prognostic Biomarkers, Crit. Care Explor. source
The Discussion (page unavailable) links immune activation in critically ill COVID-19 patients to increased plasma kynurenine, supporting the inflammation–kynurenine part of the claim. The paper does not address VEEV or whether kynurenine-pathway activation contributes to the development or exacerbation of neurodegeneration. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Rests on an assumption: TRP is an essential amino acid precursor for the biosynthesis of serotonin and numerous important CNS and immune system proteins.
- Rests on an assumption: KYN is regulated by the levels and functional activity of IDO.
- Interpretationcitation
The more pronounced decrease in TRP than increase in KYN in infected Tg2576 mice may be attributed to rapid metabolism of KYN once it is produced.
“which may be attributed to the rapid metabolism of KYN once it is produced [47].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [47] Raison, 2010, CSF concentrations of brain tryptophan and kynurenines during immune stimulation with IFN-alpha: Relationship to CNS immune responses and depression, Mol. Psychiatry source
The Introduction (page unavailable) says KYN can be further metabolized to quinolinic acid and kynurenic acid. It does not say that this happens rapidly or that it explains a larger TRP decrease than KYN increase in infected Tg2576 mice; the paper studies patients receiving IFN-α. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Premisecitation
VEEV neurological sequelae share progressive characteristics of neurodegenerative disorders including cognitive, motor, or sensory deficits.
“Although previous studies do not indicate VEEV is related to neurodegeneration, VEEV neurological sequelae share progressive characteristics of neurodegenerative disorders including cognitive, motor, or sensory deficits [4,14,15].”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [4] Ronca, S.E., Dineley, K.T., and Paessler, S. (2016). Neurological Sequelae Resulting from Encephalitic Alphavirus Infection. Front. Microbiol., 7. source
The Clinical Cases section defines neurological sequelae as including cognitive, sensory, and motor deficits and documents long-lasting sequelae after VEEV infection. It does not describe those deficits as progressive or compare them with neurodegenerative disorders. Page numbers are unavailable in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [14] Rabinowitz, 1982, Experimental models of virus-induced demyelination of the central nervous system, Ann. Neurol. source
The “Venezuelan Equine Encephalomyelitis Virus” section (page not available in our copy) says VEEV can cause encephalitis in animals and humans and reports spinal-cord demyelination in infected mice. It does not describe progressive VEEV neurological sequelae or cognitive, motor, or sensory deficits; the passage about symptoms progressing over years concerns visna virus, not VEEV. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites [15] Rabinowitz, 1981, Central nervous system demyelination in Venezuelan equine encephalomyelitis infection, J. Neurol. Sci. source
- Interpretationown data
In the Tg2576 mouse model of AD, characterized by β-amyloid accumulation, QUIN may contribute to increased KYN signaling.
“This suggests that in the Tg2576 mouse model of AD, characterized by β-amyloid accumulation, QUIN may contribute to increased KYN signaling [18,58].”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [18] Huang, 2020, IDO and Kynurenine Metabolites in Peripheral and CNS Disorders, Front. Immunol. source
The Alzheimer's Disease and Multiple Sclerosis section links increased kynurenine-pathway activity in Alzheimer's disease with β-amyloid and says quinolinic acid could initiate a positive-feedback cycle of cell activation and further quinolinic acid generation. It does not establish that this occurs in Tg2576 mice specifically; a search for Tg2576 found no matching passage. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [58] Rahman, A., Ting, K., Cullen, K.M., Braidy, N., Brew, B.J., and Guillemin, G.J. (2009). The excitotoxin quinolinic acid induces tau phosphorylation in human neurons. PLoS ONE, 4. source
The Introduction (page unavailable) says the kynurenine pathway is activated in AD brain, leading to increased quinolinic acid production. The Abstract (page unavailable) also reports quinolinic acid accumulation in amyloid plaques. Neither passage addresses Tg2576 mice or shows that quinolinic acid contributes to increased kynurenine-pathway signaling; the reported direction is pathway activation leading to quinolinic acid production. (LLM, conf=0.83)
Experimental — accuracy not yet measured
- Findingown data
In Tg2576 mice, cognitive deficits and brain pathology were more severe in VEEV TC-83-infected mice compared to mock-infected controls.
“Using a mouse model for β-amyloidosis, Tg2576 mice, we found that cognitive deficits and brain pathology were more severe in Tg2576 mice infected with VEEV TC-83 compared to mock-infected controls.”
Quote in the paperSubstantial claim - Findingown data
The kynurenine pathway generates several metabolites with potent effects on neurotransmitter systems and inflammation, as observed in VEEV TC-83-infected animals.
“This pathway generates several metabolites with potent effects on neurotransmitter systems as well as on inflammation, as observed in VEEV TC-83-infected animals.”
Quote in the paperSubstantial claim - Findingnone given
VEEV infection can persistently influence gene expression in the mouse brain.
“Notably, the effects of VEEV infection can persistently influence gene expression in the mouse brain”
Quote in the paperSubstantial claim - Findingown data
There is a modest positive correlation between IDO levels and abnormal behavioral phenotypes following VEEV TC-83 infection.
“Interestingly, we found a modest positive correlation between IDO levels and abnormal behavioral phenotypes following VEEV TC-83 infection.”
Quote in the paperSubstantial claim - Findingown data
Inoculation with VEEV TC-83 significantly increased KYN levels approximately eight-fold in Tg2576 mice.
“Inoculation with VEEV TC-83 also significantly increased KYN levels approximately eight-fold in Tg2576 mice (n = 12; *** p < 0.001, Figure 3A).”
Quote in the paperSubstantial claim - Findingown data
There was only a trending increase in KYN levels in infected Tg2576 mice compared to infected WT mice.
“we expected to quantify a significant increase of KYN levels in infected Tg2576 mice compared to infected WT mice, but only observed a trending increase.”
Quote in the paperNot a substantial claim - Findingreasoning
In infected Tg2576 mice, the decrease in TRP concentrations was more pronounced than increases in KYN.
“in infected Tg2576 mice the decrease in TRP concentrations was more pronounced than increases in KYN”
Quote in the paperNot a substantial claim - Findingown data
There was a slight decrease, not statistically significant, in NAD+ concentrations in VEEV TC-83-inoculated Tg2576 mice.
“we observed a slight decrease, which was not statistically significant, in VEEV TC-83-inoculated Tg2576 mice (Figure 4B).”
Quote in the paperNot a substantial claim - Findingown data
There was no significant difference in NAD+ concentrations in the brain between saline-inoculated and VEEV TC-83-inoculated mice.
“While there was no significant difference in NAD+ concentrations in the brain between saline-inoculated and VEEV TC-83-inoculated mice”
Quote in the paperNot a substantial claim - Findingown data
IDO transcript levels were approximately 2.4-fold higher in VEEV TC-83-inoculated WT mice compared to WT mice inoculated with saline.
“IDO transcript levels were approximately 2.4-fold higher in VEEV TC-83-inoculated WT mice compared to WT mice inoculated with saline (n = 11; * p < 0.05, Figure 1A).”
Quote in the paperSubstantial claim - Findingown data
IDO protein levels were significantly increased in WT mice inoculated with VEEV TC-83.
“IDO protein levels were also significantly increased in WT mice inoculated with VEEV TC-83 (n = 16; * p < 0.05, Figure 1C).”
Quote in the paperSubstantial claim - Findingown data
IDO was significantly heightened in Tg2576 mice infected with VEEV TC-83.
“found IDO to be significantly heightened in Tg2576 mice infected with VEEV TC-83”
- Also stated in: § 4. Discussion · plain
“they also had increasing levels of IDO activity.”
Quote in the paperSubstantial claim - Also stated in: § 4. Discussion · plain
- Findingown data
Tg2576 mice inoculated with saline showed a significant increase in KYN/TRP ratios compared to WT saline-inoculated mice.
“However, Tg2576 mice inoculated with saline showed a significant increase in KYN/TRP ratios compared to WT saline-inoculated mice (n = 15, * p < 0.05, Figure 3E).”
Quote in the paperNot a substantial claim - Findingown data
VEEV TC-83 initiated KYN transcription despite the genetic background of the mice.
“we found that despite the genetic background of the mice, VEEV TC-83 initiated KYN transcription.”
Quote in the paperSubstantial claim - Findingown data
TRP concentration increased by two-fold, from a mean of 0.814 μg/mL in saline-inoculated WT mice to 1.718 μg/mL in VEEV TC-83-inoculated WT mice.
“TRP concentration increased by two-fold, from a mean of 0.814 µg/mL in saline-inoculated WT mice to 1.718 µg/mL in VEEV TC-83-inoculated WT mice (n = 15; ** p < 0.01, Figure 3D).”
Quote in the paperSubstantial claim - Findingown data
Tg2576 mice inoculated with VEEV TC-83 had significantly higher IDO levels compared to VEEV TC-83-inoculated WT mice.
“and significantly higher IDO levels compared to VEEV TC-83-inoculated WT mice (n = 13; *** p < 0.001, Figure 1C).”
Quote in the paperSubstantial claim - Findingown data
IDO mRNA significantly correlated with TNF-α mRNA.
“IDO mRNA and TNF-α mRNA (R2 = 0.3845; ** p < 0.01; n = 21, Figure 2B)”
Quote in the paperNot a substantial claim - Findingown data
KYN transcript levels were approximately 11-fold higher in VEEV TC-83-inoculated WT mice compared to saline-inoculated mice.
“Specifically, KYN transcript levels were approximately 11-fold higher in VEEV TC-83-inoculated WT mice compared to saline-inoculated mice (n = 12; * p < 0.05, Figure 3A).”
Quote in the paperSubstantial claim - Findingown data
There were no significant differences in IDO transcripts between WT and Tg2576 inoculated mice.
“We did not measure any significant differences between the WT or Tg2576 inoculated mice.”
Quote in the paperNot a substantial claim - Findingown data
Tg2576 mice inoculated with saline had an approximate 2.26-fold increase in KYN levels compared to WT saline-inoculated mice, ranging from 0.046 μg/mL to 0.104 μg/mL.
“Interestingly, Tg2576 mice inoculated with saline had an approximate 2.26-fold increase in KYN levels compared to WT saline-inoculated mice, ranging from 0.046 µg/mL to 0.104 µg/mL (n = 16; * p < 0.05, Figure 3C).”
Quote in the paperNot a substantial claim - Findingown data
There is a positive significant correlation between QUIN and latency to avoid shock.
“The positive significant correlation between QUIN and latency to avoid shock suggests that increased QUIN production is correlated with increases in latency to avoid shock (R2 = 0.3140; ** p < 0.01; n = 29, Figure 4C).”
Quote in the paperSubstantial claim - Findingown data
The KYN/TRP ratio was significantly increased in VEEV TC-83-inoculated WT mice.
“The KYN/TRP ratio was significantly increased in VEEV TC-83-inoculated WT mice (Figure 3E).”
Quote in the paperSubstantial claim - Findingown data
TRP concentration in VEEV TC-83-inoculated Tg2576 mice was approximately 1.9-fold lower (from 1.718 μg/mL to 0.891 μg/mL) compared to VEEV TC-83-inoculated WT mice.
“In contrast, the TRP concentration in VEEV TC-83-inoculated Tg2576 mice was notably lower, with a decrease of approximately 1.9-fold from 1.718 µg/mL to 0.891 µg/mL, compared to VEEV TC-83-inoculated WT mice (n = 14; * p < 0.05, Figure 3D).”
Quote in the paperSubstantial claim - Findingown data
IDO protein expression levels significantly correlated with latency to escape the shock.
“or escape the shock (R2 = 0.4606; *** p < 0.001; n = 29, Figure 2E).”
Quote in the paperSubstantial claim - Findingown data
IDO protein expression levels significantly correlated with latency to avoid.
“The IDO protein expression levels also significantly correlated with latency to avoid (R2 = 0.2367; * p < 0.05; n = 25, Figure 2D)”
Quote in the paperSubstantial claim - Findingown data
Inoculation with VEEV TC-83 significantly increased IDO transcripts by approximately 2.4-fold in Tg2576 mice.
“Inoculation with VEEV TC-83 also significantly increased IDO transcripts by approximately 2.4-fold in Tg2576 mice (n = 12; * p < 0.05, Figure 1A).”
Quote in the paperSubstantial claim - Findingown data
The mean KYN concentration in WT mice ranged from 0.046 μg/mL to 0.146 μg/mL, approximately three-fold, showing a significant increase initiated by VEEV TC-83.
“The mean KYN concentration in WT mice ranged from 0.046 µg/mL to 0.146 µg/mL, approximately three-fold, showing a significant increase initiated by VEEV TC-83 (n = 17; *** p < 0.001, Figure 3C).”
Quote in the paperSubstantial claim - Findingown data
IDO mRNA significantly correlated with IFN-γ mRNA.
“the results show a significant correlation of IDO mRNA and IFN-γ mRNA (R2 = 0.6340; *** p < 0.001; n = 16, Figure 2A)”
Quote in the paperSubstantial claim - Findingown data
There was no significant difference in IDO1 activity in Tg2576 mice.
“There was no significant difference in IDO1 activity in Tg2576 mice.”
Quote in the paperNot a substantial claim - Findingown data
IDO1 activity was significantly upregulated in VEEV TC-83-inoculated WT mice, increasing from 386.28 pmole to 548 pmole.
“There was significant upregulation of IDO1 activity in VEEV TC-83-inoculated WT mice, increasing from 386.28 pmole to 548 pmole of IDO activity (n = 14, * p < 0.05, Figure 1B).”
Quote in the paperSubstantial claim - Findingown data
IDO increases were significantly enhanced in parallel to increased levels of IFN-γ, IL-1β, and TNF-α in both WT and Tg2576 mice.
“Notably, IDO increases were significantly enhanced in parallel to increased levels of IFN-γ, IL-1β, and TNF-α, in both WT and Tg2576 mice”
Quote in the paperSubstantial claim - Findingown data
There was no statistically significant difference in the KYN/TRP ratio in VEEV TC-83-inoculated Tg2576 mice compared to saline-inoculated Tg2576 mice.
“There was no statistically significant difference in the KYN/TRP ratio observed in VEEV TC-83-inoculated Tg2576 mice compared to saline-inoculated Tg2576 mice.”
Quote in the paperNot a substantial claim - Findingown data
KYN protein levels were increased in Tg2576 mice compared to WT mice in the absence of VEEV TC-83.
“we measured increased KYN protein levels in Tg2576 mice compared to WT mice in the absence of VEEV TC-83.”
Quote in the paperSubstantial claim - Findingown data
Tg2576 VEEV TC-83-inoculated mice had an increased latency to avoid or escape shock.
“Specifically, we found that Tg2576 VEEV TC-83-inoculated mice had an increased latency to avoid or escape shock”
Quote in the paperSubstantial claim - Findingown data
There is a positive correlation between IDO and KYN expressions in both saline control and VEEV TC-83-inoculated mice.
“Our findings indicate a positive correlation between IDO and KYN expressions in both the saline control and in VEEV TC-83-inoculated mice (n = 22; *** p < 0.001, R2 = 0.5717, Figure 3B).”
Quote in the paperNot a substantial claim - Findingown data
There is an inverse correlation between NAD+ and latency to avoid shock.
“Further analysis identified an inverse correlation between NAD+ and latency to avoid shock, suggesting that increased NAD+ production could counteract latency for active avoidance (R2 = 0.2556; * p < 0.05; n = 23, Figure 4D).”
Quote in the paperSubstantial claim - Findingown data
Infected WT mice had increased TRP levels, which was absent in infected Tg2576 mice.
“we found increased TRP levels in infected WT mice that was absent in infected Tg2576 mice.”
Quote in the paperNot a substantial claim - Findingown data
IDO mRNA significantly correlated with IL-1β mRNA.
“and IDO mRNA and IL-1β mRNA (R2 = 0.5814; *** p < 0.01; n = 16, Figure 2C)”
Quote in the paperSubstantial claim - Findingown data
There were no significant differences in TRP concentration between saline-inoculated and VEEV TC-83-inoculated Tg2576 mice.
“However, we did not observe significant differences between saline-inoculated and VEEV TC-83-inoculated Tg2576 mice.”
Quote in the paperNot a substantial claim - Findingown data
No significant differences were found in the levels of KYN in the Tg2576 mice, whether saline- or VEEV TC-83-inoculated.
“No significant differences were found in the levels of KYN in the Tg2576 mice, whether saline- or VEEV TC-83-inoculated.”
Quote in the paperNot a substantial claim - Findingown data
IDO increased following VEEV TC-83 infection.
“We observed an increase in the neuroinflammatory marker, IDO, following VEEV TC-83 infection”
Quote in the paperSubstantial claim - Findingown data
QUIN concentrations were significantly increased in Tg2576 VEEV TC-83-inoculated mice, ranging from 3.12 ng/mL to 3.93 ng/mL, which was 1.3-fold higher than in saline-inoculated WT mice.
“QUIN concentrations were significantly increased in Tg2576 VEEV TC-83-inoculated mice, ranging from 3.12 ng/mL to 3.93 ng/mL, which was 1.3-fold higher than in saline-inoculated WT mice (n = 15; * p < 0.05, Figure 4A).”
Quote in the paperSubstantial claim - Findingown data
There were no significant differences in NAD+ activity between WT and Tg2576 mice in both the saline- and VEEV TC-83-inoculated groups.
“we found no significant differences in NAD+ activity between WT and Tg2576 mice in both the saline- and VEEV TC-83-inoculated groups.”
Quote in the paperSubstantial claim - Findingown data
There were no significant differences in QUIN levels following infection in either WT or Tg2576 mice.
“we found no significant differences in QUIN levels following infection in either WT or Tg2576 mice.”
Quote in the paperSubstantial claim - Findingown data
QUIN showed a slight positive correlation.
“Particularly, NAD+ exhibited a modest negative correlation, while QUIN showed a slight positive correlation.”
Quote in the paperNot a substantial claim - Findingown data
Significantly increased levels of QUIN were present only in infected Tg2576 mice when compared to uninfected WT mice.
“We only found significantly increased levels of QUIN to be present in the infected Tg2576 mice when compared to uninfected WT mice.”
Quote in the paperSubstantial claim - Findingown data
NAD+ exhibited a modest negative correlation.
“Particularly, NAD+ exhibited a modest negative correlation, while QUIN showed a slight positive correlation.”
Quote in the paperNot a substantial claim - Findingown data
Trends in QUIN and NAD+ changes correlated to avoidance behaviors in WT and Tg2576 mice.
“we found that the trends in QUIN and NAD+ changes correlated to avoidance behaviors in WT and Tg2576 mice.”
Quote in the paperSubstantial claim - Interpretationown data
Alphavirus encephalitis exacerbates the neuropathological profile of AD through crosstalk between inflammatory and kynurenine pathways, generating metabolites with potent effects.
“Additionally, we show that alphavirus encephalitis exacerbates the neuropathological profile of AD through crosstalk between inflammatory and kynurenine pathways, generating a range of metabolites with potent effects.”
Quote in the paperSubstantial claim - Interpretationown data
VEEV commonly induces neurodegeneration and long-term neurological or cognitive sequelae.
“In this study, we demonstrate that the Venezuelan equine encephalitis virus (VEEV) commonly induces neurodegeneration and long-term neurological or cognitive sequelae.”
Quote in the paperSubstantial claim - Study design and conductown data
The study does not demonstrate that infection, inflammation, and IDO activation are causative of behavioral abnormalities and neurological sequelae following VEEV infection.
“While we do not demonstrate that infection, inflammation, and IDO activation are causative of behavioral abnormalities and neurological sequalae following VEEV infection, the strong correlation provides evidence for future studies.”
Quote in the paperSubstantial claim - Premisecitation
Previous work demonstrates that the response of microglia around amyloid plaques in the Tg2576 mouse triggers increased IDO activity because of inflammation.
“Previous work demonstrates that the response of microglia around amyloid plaques in the Tg2576 mouse trigger increased IDO activity because of inflammation [49].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [49] Yamada, 2009, Proinflammatory cytokine interferon-gamma increases induction of indoleamine 2,3-dioxygenase in monocytic cells primed with amyloid beta peptide 1-42: Implications for the pathogenesis of Alzheimer’s disease, J. Neurochem. source
- Interpretationreasoning
The absence of KYN, TRP, or KYN/TRP ratio differences in Tg2576 mice infected with VEEV TC-83 may be a result of saturated KP signaling stemming from heightened neuroinflammatory pathways in Tg2576 mice.
“The absence of KYN, TRP, or KYN/TRP ratios in Tg2576 mice infected with VEEV TC-83 may be a result of saturated KP signaling stemming from heightened neuroinflammatory pathways in Tg2576 mice.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Additional sequelae, such as those initiated by neurotropic viruses, are necessary to manifest full disease profiles in the Tg2576 mouse model.
“suggesting that additional sequelae, like those initiated by neurotropic viruses, are necessary to manifest full disease profiles.”
Quote in the paperSubstantial claim- Rests on an assumption: The Tg2576 mouse model exhibits progressive cognitive decline and AD-like pathology, yet neither profound inflammation nor neurodegeneration is evident.
- Interpretationreasoning
An explanation for the neuropathologic alterations seen in the brains of infected WT and Tg2576 mice with VEEV TC-83 could be found in differential regulation of the kynurenine pathway.
“Therefore, an explanation for the neuropathologic alterations seen in the brains of infected mice in both WT and Tg2576 mice with VEEV TC-83 could be found in the differential regulation of the KP.”
Quote in the paperSubstantial claim - Interpretationreasoning
QUIN accumulation in VEEV TC-83-inoculated mice leads to reduced NAD+ activity.
“These findings suggest that QUIN accumulation in VEEV TC-83-inoculated mice leads to reduced NAD+ activity.”
Quote in the paperSubstantial claim- Rests on an assumption: QUIN serves as a marker for the stage of excitotoxicity in KP metabolites.
- Interpretationown data
The increased QUIN concentrations indicate the presence of neurotoxicity in the brains of Tg2576 mice.
“This indicates the presence of neurotoxicity in the brains of Tg2576 mice.”
Quote in the paperSubstantial claim- Rests on an assumption: The conversion of KYN into various downstream metabolites, including 3-HK, 3-HAA, and QUIN, is associated with neurotoxic properties downstream of KMO activity.
- Rests on an assumption: QUIN serves as a marker for the stage of excitotoxicity in KP metabolites.
- Interpretationreasoning
Viral infection during AD may accelerate AD progression.
“In parallel, viral infection prior to AD diagnosis may accelerate the manifestation of AD, while viral infection during AD, as tested in this study, may accelerate AD progression.”
Quote in the paperSubstantial claim - Interpretationreasoning
Abnormal KP function in the brain may be causally involved during VEEV infection.
“These findings suggest that abnormal KP function in the brain may be causally involved during VEEV infection.”
Quote in the paperSubstantial claim
- May combine two claims. 32
- Classified as probably not a substantial claim. 26
May combine two claims.
PremisecitationDysregulation of these enzymes and metabolites is implicated in neurodegenerative disorders and found to be elevated in the blood and CSF of AD patients.
“The dysregulation of these enzymes and metabolites is implicated in neurodegenerative disorders and found to be elevated in the blood and CSF of AD patients [27].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [27] Gonzalez-Sanchez, M., Jimenez, J., Narvaez, A., Antequera, D., Llamas-Velasco, S., Martin, A.H., Arjona, J.A.M., Munain, A.L., Bisa, A.L., and Marco, M.P. (2020). Kynurenic Acid Levels are Increased in the CSF of Alzheimer’s Disease Patients. Biomolecules, 10. source
Results §3.2 reports elevated kynurenic acid (KYNA) in the CSF of AD patients, but §3.3 directly contradicts the claim that it was also elevated in blood: plasma KYNA and TRP showed no significant change versus controls. The paper discusses elevated pathway enzymes in AD brains, not elevated enzymes in patients’ blood and CSF. Page numbers are unavailable in our copy. (LLM, conf=0.88)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationQUIN is transiently produced and metabolized into NAD+ in response to inflammation and infection.
“Furthermore, QUIN is transiently produced and metabolized into NAD+ in response to inflammation and infection [59,60].”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [59] Grant, 2018, Indoleamine 2,3-Dioxygenase Activity Increases NAD+ Production in IFN-gamma-Stimulated Human Primary Mononuclear Cells, Int. J. Tryptophan Res. source
The Results section (page unavailable) reports increased QUIN after 48 hours of IFN-γ stimulation in human monocytes and macrophages. The Discussion identifies QUIN as an NAD precursor, but the paper does not establish that its production is transient or show this response during infection. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites [60] Minhas, 2019, Macrophage de novo NAD(+) synthesis specifies immune function in aging and inflammation, Nat. Immunol. source
The Results (no page number available) show that LPS challenge increased quinolinic acid (QA), but reduced QPRT expression and the NAD+ precursors downstream of QA. The Discussion explicitly says immune challenge impeded conversion of QA to NAD+, contrary to the claim that this conversion occurs in response to inflammation. The cited passages do not establish that QA production is transient. (LLM, conf=0.84)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationVEEV is a mosquito-borne alphavirus that causes a highly virulent central nervous system disease in horses and other equines with spill-over infections in humans.
“Venezuelan equine encephalitis virus (VEEV) is a mosquito-borne alphavirus that causes a highly virulent central nervous system (CNS) disease in horses and other equines with spill-over infections in humans [3,4].”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [3] Aguilar, 2011, Endemic Venezuelan equine encephalitis in the Americas: Hidden under the dengue umbrella, Future Virol. source
The Abstract identifies VEEV as an alphavirus and describes mosquito transmission, severe disease in horses and other equids, and human infections. But it limits equine virulence chiefly to epizootic strains; it says enzootic strains are typically avirulent for equids and can cause human disease through rodent–mosquito spillover. The claim omits that distinction and implies equine disease is characteristic of VEEV generally. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites [4] Ronca, S.E., Dineley, K.T., and Paessler, S. (2016). Neurological Sequelae Resulting from Encephalitic Alphavirus Infection. Front. Microbiol., 7. source
The Introduction identifies VEEV as a mosquito-transmitted encephalitic alphavirus, and Clinical Cases > Venezuelan Equine Encephalitis reports its isolation in equines and subsequent human disease. Neither passage establishes that VEEV causes a highly virulent CNS disease in horses or other equines, or characterizes human infections as spillover. Page numbers are not available in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationNeurotropic pathogens such as human herpes virus, herpes simplex virus, hepatitis C virus, cytomegalovirus, varicella-zoster virus, and Epstein-Barr virus are associated with Alzheimer's disease neuropathology.
“For example, neurotropic pathogens, such as human herpes virus (HHV), herpes simplex virus (HSV), hepatitis C virus (HCV), cytomegalovirus, varicella-zoster virus, and Epstein–Barr virus are associated with Alzheimer’s disease (AD) neuropathology [10,11,12,13].”
Quote in the paperNot a substantial claim3 of 4 sources checked- cites [10] Levine, 2023, Virus exposure and neurodegenerative disease risk across national biobanks, Neuron source
The Discussion reports literature suggesting associations of HSV encephalitis and hepatitis with AD, and EBV with dementia. The Results associate varicella-zoster virus with multiple sclerosis and vascular dementia, not AD. These passages concern disease risk rather than AD neuropathology, and do not establish the claimed associations for every listed pathogen, including cytomegalovirus. Page numbers are not provided in our copy. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites [11] Romanescu, C., Schreiner, T.G., and Mukovozov, I. (2022). The Role of Human Herpesvirus 6 Infection in Alzheimer’s Disease Pathogenicity—A Theoretical Mosaic. J. Clin. Med., 11. source
The Introduction (page unavailable) discusses HHV-6, HSV-1, CMV, and HCV in relation to Alzheimer’s disease mechanisms and reports higher viral quantities in some AD specimens than in controls. Section 4.3 also links viral infections to AD pathology, but the searched passages do not support the sentence’s inclusion of varicella-zoster or Epstein–Barr virus. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [12] Feng, 2023, Mechanistic insights into the role of herpes simplex virus 1 in Alzheimer’s disease, Front. Aging Neurosci. source
The Introduction (page unavailable) links HSV-1 and HSV-2 infection to AD and AD-like neurodegeneration, and identifies HSV-1 as human herpesvirus 1. It does not establish an AD-neuropathology association for hepatitis C virus, cytomegalovirus, varicella-zoster virus, or Epstein–Barr virus; it discusses Epstein–Barr virus in relation to multiple sclerosis instead. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites [13] Mody, 2023, Cytomegalovirus infection induces Alzheimer’s disease-associated alterations in tau, J. Neurovirol. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationVEEV triggers neurological sequelae in survivors that can be characterized by cognitive, motor, and sensory deficits likely through direct neuronal and glial cell infection.
“It is well documented that VEEV triggers neurological sequelae in survivors that can be characterized by cognitive, motor, and sensory deficits likely through direct neuronal and glial cell infection [7,8].”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [7] Williams, 2023, Deep spatial profiling of Venezuelan equine encephalitis virus reveals increased genetic diversity amidst neuroinflammation and cell death during brain infection, J. Virol. source
The Introduction describes VEEV infection and damage of neurons, and the Discussion links infected brain regions to motor control and sensory pathways (page numbers unavailable). But the paper studies acute infection in mice, not cognitive, motor, and sensory deficits in survivors. Its Results describe microglia surrounding infected neurons and astrocytes responding to infection, not direct infection of glial cells. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [8] Schoneboom, 1999, Astrocytes as targets for Venezuelan equine encephalitis virus infection, J. Neurovirol. source
The introduction (p. 2) describes neuronal infection and degeneration, and the Discussion (pp. 6–7) shows astrocyte infection in vitro and proposes that it could contribute to VEE encephalitis. The paper does not report neurological sequelae in survivors or characterize cognitive, motor, and sensory deficits, so it does not establish the claimed link between those deficits and neuronal or glial infection. (LLM, conf=0.88)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationTg2576 mice exhibit elevated Aβ from 2 months old onward, plaques after 6 months old, and cognitive deficits beginning at 5 months old.
“Tg2576 mice exhibit elevated Aβ from 2 months old onward, plaques after 6 months old, and cognitive deficits beginning at 5 months old [32,33,34].”
Quote in the paperSubstantial claim3 of 3 sources checked- cites [32] Kawarabayashi, 2001, Age-dependent changes in brain, CSF, and plasma amyloid (beta) protein in the Tg2576 transgenic mouse model of Alzheimer’s disease, J. Neurosci. source
The section “Cored plaques appear early in Tg2576 brain” (page unavailable) reports cored plaques at 7–8 months, supporting plaques after 6 months. The Discussion (page unavailable) places the onset of insoluble Aβ changes at 6–7 months, not 2 months; the introduction mentions age-dependent behavioral deficits but gives no 5-month onset. Thus the cited paper does not support the two specific early ages in the claim. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites [33] Dineley, 2002, Accelerated plaque accumulation, associative learning deficits, and up-regulation of alpha 7 nicotinic receptor protein in transgenic mice co-expressing mutant human presenilin 1 and amyloid precursor proteins, J. Biol. Chem. source
The Results (page not supplied) report that APP-only Tg2576 mice were plaque-free at 7 months but had occasional cortical plaques at 9 months. The paper also reports impaired contextual fear learning at 5 months, but only after the two-pairing protocol; five pairings rescued that impairment. Our copy does not establish that Aβ was elevated from 2 months onward. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites [34] Hernandez, 2010, Loss of alpha7 nicotinic receptors enhances beta-amyloid oligomer accumulation, exacerbating early-stage cognitive decline and septohippocampal pathology in a mouse model of Alzheimer’s disease, J. Neurosci. source
The Results section reports impaired contextual fear conditioning in 5-month-old APP (Tg2576-derived) mice, supporting cognitive deficits at that age. Our copy does not establish elevated Aβ beginning at 2 months or plaques appearing after 6 months; its reference to a 6-month onset concerns a soluble Aβ oligomer, not plaques. Page numbers are unavailable in our copy. (LLM, conf=0.87)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationA previous study demonstrated a robust immune phenotype in the CNS and altered learning and memory outcomes aligning with AD neuropathology in a chronic model of VEEV TC-83 infection.
“We previously demonstrated a robust immune phenotype in the CNS and altered learning and memory outcomes that align with the neuropathology of AD, in a chronic model of VEEV TC-83 infection [39].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [39] Fongsaran, 2024, Arbovirus infection increases the risk for the development of neurodegenerative disease pathology in the murine model, Brain Behav. Immun. Health source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationTg2576 mice are predisposed to acquire amyloid beta tangles and AD neuropathology.
“given that these mice are predisposed to acquire amyloid beta tangles and AD neuropathology [45].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [45] Schaeffer, 2011, Insights into Alzheimer disease pathogenesis from studies in transgenic animal models, Clinics source
The 'Transgenic mouse models of Alzheimer disease' section reports that Tg2576 mice develop age-dependent Aβ deposition, senile plaques, and associated abnormalities. It does not say Tg2576 mice develop 'amyloid beta tangles': it describes neurofibrillary tangles in TAPP mice produced by crossing Tg2576 with a mutant-Tau line. No page numbers are provided in the supplied passages. (LLM, conf=0.88)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationInflammation induces the activation of indoleamine 2,3-dioxygenase (IDO) and diverts tryptophan metabolism from serotonin to kynurenine, reducing the availability of CNS-localized serotonin.
“Moreover, inflammation induces the activation of indoleamine 2,3-dioxygenase (IDO) and diverts TRP metabolism from serotonin to KYN, reducing the availability of CNS-localized serotonin [23].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [23] Huang, 2023, Tryptophan Metabolism in Central Nervous System Diseases: Pathophysiology and Potential Therapeutic Strategies, Aging Dis. source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationOther neurotropic viruses, including chikungunya virus, activate the kynurenine pathway through exerting antiviral effects and exacerbating inflammatory responses.
“other neurotropic viruses, including chikungunya virus (CHIKV), activate the KP, through exerting antiviral effects and exacerbating inflammatory responses [42].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [42] Alves de Souza, T.M., Fernandes-Santos, C., Araujo da Paixao de Oliveira, J., Tome, L.C.T., Fiestas-Solorzano, V.E., Nunes, P.C.G., Guimaraes, G.M.C., Sanchez-Arcila, J.C., Paiva, I.A., and de Souza, L.J. (2022). Increased Indoleamine 2,3-Dioxygenase 1 (IDO-1) Activity and Inflammatory Responses during Chikungunya Virus Infection. Pathogens, 11. source
The Discussion reports increased IDO-1 activity during early CHIKV infection and suggests it could have an antiviral effect. But it says IDO-1 may protect against uncontrolled immune responses and attenuate inflammation—not exacerbate it. The paper also does not establish this finding for other neurotropic viruses. (LLM, conf=0.87)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe kynurenine pathway is the major route of degradation of tryptophan.
“The kynurenine pathway (KP) is the major route of degradation of TRP [17].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [17] Mithaiwala, M.N., Santana-Coelho, D., Porter, G.A., and O’Connor, J.C. (2021). Neuroinflammation and the Kynurenine Pathway in CNS Disease: Molecular Mechanisms and Therapeutic Implications. Cells, 10. source
May combine two claims.
PremisecitationInflammatory conditions stimulate tryptophan degradation and are related to increased levels of kynurenine pathway metabolites in the brain, including neuroprotective KYNA and neurotoxic QUIN.
“This aligns with the notion that inflammatory conditions, despite their generation, stimulate TRP degradation and are related to increased levels of KP metabolites in the brain [23], including the neuroprotective KYNA and neurotoxic QUIN [44].”
Quote in the paperSubstantial claim2 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationSeveral viral infections, including HIV, HCV, and HSV, increase activation of the kynurenine pathway, which is implicated in the neurological and cognitive impairments of patients with HIV, HCV, and HSV.
“Several viral infections, including HIV [19], HCV [20], and HSV [21] increase activation of the KP, which interestingly is implicated in the neurological and cognitive impairments of patients with HIV, HCV, and HSV [21,22].”
Quote in the paperNot a substantial claim2 of 4 sources checked- cites [19] Huengsberg, 1998, Serum kynurenine-to-tryptophan ratio increases with progressive disease in HIV-infected patients, Clin. Chem. source
- cites [20] Peyron, 2007, Motor cortex stimulation for neuropathic pain: From phenomenology to mechanisms, Neuroimage source
- cites [21] Atlas, 2013, Sustained elevation of kynurenic Acid in the cerebrospinal fluid of patients with herpes simplex virus type 1 encephalitis, Int. J. Tryptophan Res. source
The Discussion reports elevated cerebrospinal-fluid kynurenic acid in herpes simplex encephalitis and describes activation of the kynurenine pathway in that condition. It also suggests that kynurenic acid may contribute to cognitive deficits after herpes simplex encephalitis and HIV-1 encephalitis. The paper does not address HCV-related cognitive impairment; the separate HCV activation claim is cited to another source. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [22] Baran, 2012, Kynurenic Acid Metabolism in Various Types of Brain Pathology in HIV-1 Infected Patients, Int. J. Tryptophan Res. source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIncreasing experimental and epidemiological evidence indicates that viral infections are an environmental risk factor for the development of neurodegeneration and neurological sequelae.
“Although somewhat controversial, increasing experimental and epidemiological evidence indicates that viral infections are an environmental risk factor for the development of neurodegeneration and neurological sequelae [9].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [9] Blackhurst, 2023, Viral pathogens increase risk of neurodegenerative disease, Nat. Rev. Neurol. source
Classified as probably not a substantial claim. May combine two claims.
PremisecitationBreakdown of tryptophan along the kynurenine pathway mediates generation of the neuroactive metabolites KYNA and QUIN, which are linked to a variety of neurodegenerative diseases.
“given that the breakdown of TRP along the KP mediates the generation of the neuroactive metabolites KYNA and QUIN, which are linked to a variety of neurodegenerative diseases [41].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [41] Campbell, 2014, Kynurenines in CNS disease: Regulation by inflammatory cytokines, Front. Neurosci. source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMultiple preclinical and clinical studies indicate that VEEV leads to increased neuroinflammatory profiles and potential demyelination.
“Multiple preclinical and clinical studies indicate that VEEV leads to increased neuroinflammatory profiles and potential demyelination [7].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [7] Williams, 2023, Deep spatial profiling of Venezuelan equine encephalitis virus reveals increased genetic diversity amidst neuroinflammation and cell death during brain infection, J. Virol. source
May combine two claims.
PremisecitationThe paper previously demonstrated a robust immune phenotype in the CNS and altered learning and memory in a chronic model of VEEV TC-83 infection.
“We previously demonstrated a robust immune phenotype in the CNS and altered learning and memory in a chronic model of VEEV TC-83 infection [39].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [39] Fongsaran, 2024, Arbovirus infection increases the risk for the development of neurodegenerative disease pathology in the murine model, Brain Behav. Immun. Health source
May combine two claims.
PremisecitationClinical studies identified heightened IDO activity, increased KYN/TRP ratios, and increased concentrations of TNF-α, IL-6, IFN-γ, CCL2, and CXCL10 in CHIKV patients.
“This is further supported by clinical studies identifying heightened IDO activity, increased KYN/TRP ratios, and increase concentrations of TNF-α, IL-6, IFN-γ, CCL2, and CXCL10 in CHIKV patients [42].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [42] Alves de Souza, T.M., Fernandes-Santos, C., Araujo da Paixao de Oliveira, J., Tome, L.C.T., Fiestas-Solorzano, V.E., Nunes, P.C.G., Guimaraes, G.M.C., Sanchez-Arcila, J.C., Paiva, I.A., and de Souza, L.J. (2022). Increased Indoleamine 2,3-Dioxygenase 1 (IDO-1) Activity and Inflammatory Responses during Chikungunya Virus Infection. Pathogens, 11. source
May combine two claims.
PremisecitationAt 3 months old, Tg2576 mice do not have detectable brain pathology or cognitive impairment and are considered at a prodromal stage of AD.
“Thus, at 3 months old, Tg2576 mice do not have detectable brain pathology or cognitive impairment and are considered at a prodromal stage of AD [35].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [35] Ashe, 2010, Probing the biology of Alzheimer’s disease in mice, Neuron source
Sections 3.2 and 3.3 describe APP-transgenic mice as models of the pre-dementia or asymptomatic phase of AD, broadly supporting the stage characterization. They do not establish that Tg2576 mice specifically lack detectable brain pathology or cognitive impairment at 3 months old; section 3.2 also notes that APP-transgenic mice can develop plaques and memory loss. Page numbers are unavailable in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationDuring tryptophan degradation, kynurenine is produced and accounts for diverse biological functions, including regulation of immune responsivity and involvement in immune-mediated disorders.
“During TRP degradation, the bioactive compound kynurenine (KYN) is produced and accounts for diverse biological functions, including regulation of the immune responsivity and involvement in immune-mediated disorders [18].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [18] Huang, 2020, IDO and Kynurenine Metabolites in Peripheral and CNS Disorders, Front. Immunol. source
Classified as probably not a substantial claim. May combine two claims.
PremisecitationIncreased IDO expression is responsible for the catabolism of TRP in the KYN degradation pathway and is canonically upregulated by inflammatory mechanisms.
“Increased IDO expression is responsible for the catabolism of TRP in the KYN degradation pathway [36] and is canonically upregulated by inflammatory mechanisms [37,38].”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [36] Taylor, 1991, Relationship between interferon-gamma, indoleamine 2,3-dioxygenase, and tryptophan catabolism, FASEB J. source
- cites [37] Shimizu, 1978, Indoleamine 2,3-dioxygenase. Purification and some properties, J. Biol. Chem. source
- cites [38] Mbongue, 2015, The Role of Indoleamine 2, 3-Dioxygenase in Immune Suppression and Autoimmunity, Vaccines source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationElevated QUIN levels in leukocytes during inflammatory responses contribute to increased NAD+.
“Several studies indicate elevated QUIN levels in leukocytes, during inflammatory responses, contribute to increased NAD+ [61,62].”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [61] Moffett, 2020, Quinolinate as a Marker for Kynurenine Metabolite Formation and the Unresolved Question of NAD(+) Synthesis During Inflammation and Infection, Front. Immunol. source
The Discussion section on Quin accumulation reports elevated intracellular Quin in immune cells and says it could support sustained conversion to NAD+, but presents that role as a possibility rather than an established effect. The section on NAD+ synthesis outside the liver also reports that IFN-γ treatment alone decreased NAD+ levels in human monocytes and macrophages; increases were observed when PARP was inhibited. Page numbers are not available in our copy. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites [62] Santamaria, 2012, Quinolinic Acid, an endogenous molecule combining excitotoxicity, oxidative stress and other toxic mechanisms, Int. J. Tryptophan Res.
Not checked in the free run.
May combine two claims.
Findingown dataMean KYN/TRP ratio values were 0.033 μg/mL in saline-inoculated mice and 0.083 μg/mL in VEEV TC-83-inoculated WT mice.
“Specifically, mean values of 0.033 µg/mL in saline-inoculated mice and 0.083 µg/mL in VEEV TC-83-inoculated WT mice were measured (n = 16; * p < 0.05, Figure 3E).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataKYN/TRP ratios were increased in WT mice infected with VEEV TC-83 and in Tg2576 mice when compared to uninfected WT mice.
“We measured increased KYN/TRP ratios in WT mice infected with VEEV TC-83 and in Tg2576 mice when compared to uninfected WT mice.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataDuring immune activation, the kynurenine pathway plays a more active role in VEEV TC-83-infected cells, leading to increases in the abundance of transcripts related to the kynurenine pathway of tryptophan metabolism.
“Thus, during immune activation, the kynurenine pathway plays a more active role in the VEEV TC-83-infected cells, leading to increases in the abundance of transcripts related to the kynurenine pathway of tryptophan metabolism.”
Quote in the paperSubstantial claim- Rests on an assumption: KYN is regulated by the levels and functional activity of IDO.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn human cases of VEEV infection, approximately 4-14% of patients report neurological complications including seizures, photophobia, behavioral changes, neuromuscular weakness, and paralysis.
“In human cases of VEEV infection, approximately 4–14% of patients report neurological complications including seizures, photophobia, behavioral changes, neuromuscular weakness, and paralysis [5,6].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [5] Weaver, 2004, Venezuelan equine encephalitis, Annu. Rev. Entomol. source
- cites [6] Johnson, 1974, Venezuelan equine encephalitis, Adv. Vet. Sci. Comp. Med.
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
PremisecitationTg2576 overexpresses a mutant form of APP (isoform 695) with the Swedish mutation (KM670/671NL), resulting in elevated levels of amyloid beta (Aβ) and ultimately amyloid plaques.
“It overexpresses a mutant form of APP (isoform 695) with the Swedish mutation (KM670/671NL), resulting in elevated levels of amyloid beta (Aβ) and ultimately amyloid plaques [31].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [31] Hsiao, 1996, Correlative memory deficits, Abeta elevation, and amyloid plaques in transgenic mice, Science source
May combine two claims.
PremisecitationThe KYN/TRP ratio is a reliable indicator for tracking TRP degradation, which further implies enhanced IDO activity.
“The KYN/TRP ratio, particularly when comparing the concentration of IDO’s first product to the substrate, is a reliable indicator for tracking TRP degradation, which further implies enhanced IDO activity [48].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [48] Schrocksnadel, 2006, Monitoring tryptophan metabolism in chronic immune activation, Clin. Chim. Acta source
May combine two claims.
InterpretationcitationThe observed relationship between VEEV TC-83 infection and the progression of AD may contribute to the development of AD, leading to elevated levels of Aβ and the formation of amyloid plaques.
“The observed relationship between VEEV TC-83 infection and the progression of AD may contribute to the development of AD, leading to elevated levels of Aβ and the formation of amyloid plaques [31].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] Hsiao, 1996, Correlative memory deficits, Abeta elevation, and amyloid plaques in transgenic mice, Science source
Classified as probably not a substantial claim.
PremisecitationTryptophan degradation is diverted to KYN following IDO activity.
“since TRP degradation is diverted to KYN following IDO activity [46]”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [46] Quak, 2014, Does tryptophan degradation along the kynurenine pathway mediate the association between pro-inflammatory immune activity and depressive symptoms?, Psychoneuroendocrinology source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationQuinolinic acid, a QUIN precursor, contributes to neuroinflammation and is implicated in various neurodegenerative diseases.
“previous studies showing that quinolinic acid (QA), a QUIN precursor, contributes to neuroinflammation and is implicated in various neurodegenerative diseases [55,56,57].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [55] Lim, 2017, Involvement of the kynurenine pathway in the pathogenesis of Parkinson’s disease, Prog. Neurobiol. source
- cites [56] Guillemin, 2005, Implications for the kynurenine pathway and quinolinic acid in amyotrophic lateral sclerosis, Neurodegener. Dis. source
- cites [57] Severino, 2015, N-methyl-D-aspartate preconditioning prevents quinolinic acid-induced deregulation of glutamate and calcium homeostasis in mice hippocampus, Neurotox Res. source
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.
PremisecitationThese immune responses are intertwined with other biological processes that can further influence the inflammation or metabolism of critical biological processes, thus impacting the brain.
“These immune responses are intertwined with other biological processes that can further influence the inflammation or metabolism of critical biological processes, thus impacting the brain [16].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [16] Lovelace, 2017, Recent evidence for an expanded role of the kynurenine pathway of tryptophan metabolism in neurological diseases, Neuropharmacology source
May combine two claims.
Interpretationown dataIDO activity likely follows innate immune responses to VEEV TC-83 infection and serves as the initiation step of tryptophan metabolism in the CNS.
“further suggesting that IDO activity likely follows innate immune responses to VEEV TC-83 infection and serves as the initiation step of TRP metabolism in the CNS [43].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [43] Guillemin, 2005, Expression of indoleamine 2,3-dioxygenase and production of quinolinic acid by human microglia, astrocytes, and neurons, Glia source
- Rests on an assumption: The kynurenine pathway is triggered by immunological events.
May combine two claims.
Interpretationown dataIDO may be associated with the development of neurological damage and may play important roles in behavioral impairment affecting behavioral performance.
“These results suggest that IDO may be associated with the development of neurological damage, playing important roles in behavioral impairment affecting behavioral performance.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe Tg2576 model is one of the most well characterized and widely used mouse models of AD.
“The Tg2576 model is one of the most well characterized and widely used mouse models of AD.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] Hsiao, 1996, Correlative memory deficits, Abeta elevation, and amyloid plaques in transgenic mice, Science source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataTwo-sided power analysis indicates a minimum sample size of 10 animals per group.
“Two-sided power analysis indicates a minimum sample size of 10 animals per group.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenIn certain assays, the sample size did not encompass all animals due to the unavailability of sufficient samples from each group.
“In certain assays, the sample size did not encompass all animals due to the unavailability of sufficient samples from each group.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationNeurotoxicity in neurons is triggered by overstimulation of NMDA receptors, leading to disruptions in intracellular Ca2+ homeostasis and free radical formation.
“Neurotoxicity in neurons is triggered by the overstimulation of NMDA receptors, leading to disruptions in intracellular Ca2+ homeostasis and free radical formation [53,54].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [53] Ryu, 2004, Blockade of quinolinic acid-induced neurotoxicity by pyruvate is associated with inhibition of glial activation in a model of Huntington’s disease, Exp. Neurol. source
- cites [54] Escalante, 1998, Nitric oxide synthase inhibition prevents acute quinolinate-induced striatal neurotoxicity, Neurochem. Res. source
May combine two claims.
InterpretationreasoningThere is a relationship between all outcomes and the levels of KP metabolites in the CNS, showing a significant enhancement of downstream metabolites.
“This indicates a relationship between all outcomes and the levels of KP metabolites in the CNS, showing a significant enhancement of downstream metabolites.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationQUIN is a neurotoxin that can induce apoptosis in neurons, oligodendrocytes, and astrocytes, which is characteristic of neurodegenerative disorders.
“QUIN is a neurotoxin that can induce apoptosis in neurons, oligodendrocytes, and astrocytes, which is characteristic of neurodegenerative disorders [51,52].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [51] Guillemin, 2012, Quinolinic acid, the inescapable neurotoxin, FEBS J. source
- cites [52] Pineda, 2013, Quinolinic acid: An endogenous neurotoxin with multiple targets, Oxid. Med. Cell Longev.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Interpretationown dataIn AD, there is heightened sensitivity to IDO activity, which may be triggered via heightened neuroinflammatory pathways.
“suggesting that in AD, there is heightened sensitivity to IDO activity, which may be triggered via heightened neuroinflammatory pathways.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataBased on the means and variances of the majority of the behavior data collected, and to account for infection-related variability, the study included a sample size between 10-16 animals per group.
“Based on the means and variances of the majority of the behavior data we collected, and to account for infection-related variability, we included a sample size between 10–16 animals per group.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe acceleration of AD by viral infection is likely multifactorial but triggered by the host immune response to viruses.
“This is likely multifactorial but triggered by the host immune response to viruses.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataObserved changes in KP metabolites, such as QUIN and NAD+, suggest a differential activation of the KP that may play a role in the progression and severity of virus infection.
“The observed changes in KP metabolites, such as QUIN and NAD+, suggest a differential activation of the KP that may play a role in the progression and severity of virus infection.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
InterpretationreasoningViral infection prior to AD diagnosis may accelerate the manifestation of AD.
“In parallel, viral infection prior to AD diagnosis may accelerate the manifestation of AD, while viral infection during AD, as tested in this study, may accelerate AD progression.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe findings suggest a notable decline in spatial ability and memory dysfunction.
“This reflects a cautious approach and suggests a notable decline in spatial ability and memory dysfunction.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataKP involvement in neuropathogenesis directs KP metabolism toward the neurotoxic metabolite QUIN and limits neuroprotection.
“Our studies implicate a mechanism of KP involvement in neuropathogenesis, directing KP metabolism toward the neurotoxic metabolite QUIN and limiting neuroprotection.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataCytokines are upregulated in response to VEEV TC-83 and mediate the induction of IDO expression.
“These findings indicate that cytokines are upregulated in response to VEEV TC-83 and mediate the induction of IDO expression.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataBoth QUIN and NAD+ are possibly involved in acquisition and contribute to behavioral changes influencing the learning of active avoidance responses, resulting in delayed response latencies.
“Thus, taken together, we found that both QUIN and NAD+ are possibly involved in the acquisition and contribute to behavioral changes influencing the learning of active avoidance responses, resulting in delayed response latencies.”
Quote in the paperSubstantial claim
The paper relies on this without support.
Indirect mechanisms and biological components intertwined with the host CNS immune response to infection remain vague.
“However, indirect mechanisms and biological components intertwined with the host CNS immune response to infection remain vague.”
The paper relies on this without support.
Previous studies do not indicate VEEV is related to neurodegeneration.
“Although previous studies do not indicate VEEV is related to neurodegeneration”
The paper relies on this without support.
TRP is an essential amino acid precursor for the biosynthesis of serotonin and numerous important CNS and immune system proteins.
“TRP is an essential amino acid precursor for the biosynthesis of the small endogenous molecules such as serotonin and numerous important CNS and immune system proteins.”
The paper relies on this without support.
KYN is regulated by the levels and functional activity of IDO.
“KYN is regulated by the levels and functional activity of IDO; thus, we quantified KYN mRNA expression in total brain homogenates.”
The paper relies on this without support.
KYNA and QUIN represent the end products of the two primary branches of the KP, each released at varying concentrations.
“KYNA and QUIN represent the end products of the two primary branches of the KP, each released at varying concentrations.”
The paper relies on this without support.
The conversion of KYN into various downstream metabolites, including 3-HK, 3-HAA, and QUIN, is associated with neurotoxic properties downstream of KMO activity.
“The conversion of KYN into various downstream metabolites, including 3-HK, 3-HAA, and QUIN, is associated with neurotoxic properties downstream of KMO activity.”
The paper relies on this without support.
QUIN serves as a marker for the stage of excitotoxicity in KP metabolites.
“We also measured the amount of QUIN, which serves as a marker for the stage of excitotoxicity in KP metabolites.”
The paper relies on this without support.
The influence of host immune mediators, canonically activated by viral infections, increases IDO activity, and the metabolism of KYN is elevated.
“The influence of host immune mediators, canonically activated by viral infections, increases IDO activity, and the metabolism of KYN is elevated.”
The paper relies on this without support.
The Tg2576 mouse model exhibits progressive cognitive decline and AD-like pathology, yet neither profound inflammation nor neurodegeneration is evident.
“Importantly, the Tg2576 mouse model exhibits progressive cognitive decline and AD-like pathology, yet neither profound inflammation nor neurodegeneration is evident”
The paper relies on this without support.
The kynurenine pathway is triggered by immunological events.
“as the KP is triggered by immunological events”
The paper relies on this without support.
IDO activity and levels align with KYN levels.
“Given that IDO activity and levels align with KYN levels”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Quinolinic acid is called a precursor of the QUIN measured by its assay
MinorThe paper describes quinolinic acid as a QUIN precursor, yet its stated assay for measuring QUIN is a quinolinic acid ELISA. In the paper's own measurements, quinolinic acid is the measured substance, not a separate precursor.
“quinolinic acid (QA), a QUIN precursor”
“ELISA for quinolinic acid (Cat# MBS2025601; MyBioSource, San Diego, CA, USA) was performed according to the manufacturer’s instructions (MyBioSource General Quinolinic Acid ELISA Kit).”
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Scuto, M. C., Anfuso, C. D., Lombardo, C., Fatta, E. D., Ferri, R., Musso, N., Zerbo, G., Terrana, M., Majzúnová, M., Lupo, G., et al. (2025) · International Journal of Molecular Sciences · doi:10.3390/ijms26199391 · Cited by 28 · see citing works
“…profile of AD through crosstalk between inflammatory and KYN pathways, generating a range of neurotoxic metabolites with degenerative effects, in particular QUINA and IDO, both correlated to altered inflammatory profiles and cognitive decline in AD mice infected by encephalitis virus [156].”
Neuropathogenesis of Encephalitic Alphaviruses in Non-Human Primate and Mouse Models of Infection
Lehman, C. W., Carney, S. K., & Kehn‐Hall, K. (2025) · Pathogens · doi:10.3390/pathogens14020193 · Cited by 20 · see citing works
“Increased glial fibrillary acidic protein (GFAP) expression, an indicator of astrocyte activation, was observed in the thalamus and the hippocampus [77,79] and increased ionized calcium binding adaptor molecule 1 (Iba1) expression, an indicator of microglia activation, was seen in the hippocampus…”
InfluentialValero-Cedeño, N., Durán, A., & Mosquera, J. A. (2026) · Reviews in Medical Virology · doi:10.1002/rmv.70165
- Authors
- Fongsaran, C., Dineley, K. T., Paessler, S., & Cisneros, I. E.
- Affiliations
- The University of Texas Medical Branch at Galveston (US)
- Corresponding author
- Cisneros, Irma E.
- Venue
- Pathogens
- Publisher
- MDPI AG
- Published
- 2024-05-09
- Volume
- 13
- Issue
- 5
- Pages
- 397
- ISSN
- 2076-0817 (ISSN-L)
- PMC
- PMC11124172
- OpenAlex
- W4396772920
- Semantic Scholar
- 55014d311b9df02257c3175a55e2551f552a66ca
- Cited by
- 3
- References
- 63
- Citations by year
- 2026: 1 · 2025: 2
- FWCI
- 0.43
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Pathogens (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Institute of Health, National Institute on Aging (NIH/NIA) (R56AG079190)
- John S. Dunn Endowment (R56AG079190)
- Topics
- Life Sciences › Neuroscience › Biological Psychiatry › Tryptophan and brain disorders
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
- Keywords
- Venezuelan equine encephalitis virus, kynurenine pathway, Alzheimer's disease, Tg2576 mice, amyloid-beta, cognitive impairment, neuroinflammation, kynurenine pathway metabolites, gene expression, neurodegeneration, viral infection
- MeSH terms
- Alzheimer Disease, Animals, Brain, Central Nervous System, Disease Models, Animal, Encephalitis Virus, Venezuelan Equine, Kynurenine, Mice, Transgenic, Tryptophan, Mice, Cognitive Dysfunction
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-30.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-30.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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