Cited by 12Alzheimer's disease research and treatmentsNeuroinflammation and Neurodegeneration MechanismsNeurological Disease Mechanisms and Treatments

AD-Like Neuropsychiatric Dysfunction in a Mice Model Induced by a Combination of High-Fat Diet and Intraperitoneal Injection of Streptozotocin

Open access
Sun, Huaizhi, Gao, Xinran, Niu, Jiachun, Chen, Pengquan, He, Shuai, Xu, Songlin, Ge, Jinfang·2024·eneuro

Abstract

Increasing data suggest a crucial relationship between glycolipid metabolic disorder and neuropsychiatric injury. The aim of this study is to investigate the behavioral performance changes and neuropathological injuries in mice challenged with high-fat diet (HFD) and streptozotocin (STZ). The glucose metabolism indicators and behavioral performance were detected. The mRNA expression of IL-1β, IL-6, TNF-α, ocln, zo-1, and clnds and protein expression of APP, p-Tau, p-IRS1, p-AKT, p-ERK, and TREM1/2 were measured. The fluorescence intensities of MAP-2, NeuN, APP, p-Tau, GFAP, and IBA-1 were observed. The results showed that combination of HFD and STZ/I.P. could induce glucose metabolic turmoil and Alzheimer's disease (AD)-like neuropsychiatric dysfunction in mice, as indicated by the increased concentrations of fasting blood glucose and impaired learning and memory ability. Moreover, the model mice presented increased levels of APP, p-Tau, p-IRS1, TREM2, IL-1β, IL-6, TNF-α, ocln, zo-1, and clnds; decreased levels of p-AKT, p-ERK, and TREM1; and neuron damage and the hyperactivation of astrocytes and microglia in the hippocampus as compared with control mice. Only male mice were used in this study. Although AD and type 2 diabetes mellitus (T2DM) are distinct pathologies, our results suggested that combination of HFD and STZ/I.P., a widely used T2DM modeling method, could successfully induce AD-like behavioral impairments and neuropathological injuries in mice; the mechanism might be involved with neuroinflammation and its associated dysfunction of IRS1/AKT/ERK signaling pathway. Our findings further support the potential overlap between T2DM and AD pathophysiology, providing insight into the mechanisms underlying the comorbidity of these diseases.

AI snapshot

Written from the paper’s full text.

TL;DR

Combining high-fat diet with intraperitoneal streptozotocin in male C57BL/6 mice produced hyperglycemia, hyperinsulinemia, insulin resistance, and AD-like behavioral and neuropathological changes. The authors propose neuroinflammation and IRS1/AKT/ERK signaling dysfunction as possible mechanisms linking T2DM and AD.

Key findings

  • Model mice had significantly increased fasting blood glucose, serum insulin, and HOMA-IR versus controls (Fig. 1B–D; n = 8 per group; p < 0.05/0.01).
  • Model mice showed impaired cognition: decreased novel object recognition index, decreased novel arm preference in the Y-maze, and in the Morris water maze decreased target-quadrant distance and increased latency to the target quadrant; no significant open-field test differences were found (Fig. 2; n = 8 per group).
  • Model mice had reduced hippocampal Map-2 and NeuN immunofluorescence, reduced mRNA for ocln, zo-1, and clnds in hippocampus and PFC, increased APP and p-Tau by immunofluorescence/Western blot, and increased IBA-1+ microglia, activated microglia ratio, CD68+ microglia, and GFAP+ astrocytes (Fig. 3–5; n = 3 per group).
  • Model mice had increased p-IRS1/IRS1, decreased p-AKT/AKT and p-ERK/ERK, decreased TREM1, increased TREM2, and increased IL-1β, IL-6, and TNF-α mRNA in hippocampus and PFC (Fig. 6–7; n = 3 per group).

Methods

  • Sixteen male C57BL/6 mice, aged 6 weeks, were randomized to control standard chow (3.766 kcal/g) or model high-fat diet (60% of calories from fat, 5 kcal/g) for 8 weeks; model mice then received intraperitoneal STZ (100 mg/kg), while controls received buffer.
  • Behavioral tests were open-field, novel object recognition, Y-maze, and Morris water maze; serum glucose and insulin were measured and HOMA-IR calculated; immunofluorescence, Western blotting, and qPCR were used for neuronal, AD-like, glial, insulin-signaling, TREM1/2, inflammatory, and BBB-related markers.
  • Two-group comparisons used Student’s t test plus Wilcoxon rank-sum test; comparisons of more than two groups used two-way/repeated-measures ANOVA with Bonferroni post hoc; data are mean ± SEM, with p < 0.05 considered significant.

Limitations

  • Stated by the paper: the mouse model may not fully represent human AD; mechanisms and interactions need further study; genetic and environmental factors were not explored; sample size was relatively small; only hippocampus and PFC were examined; mRNA data do not directly equate to protein function or localization, and BBB permeability was not directly evaluated; only male mice were used, so findings may not generalize to females.
  • Evident in the text: the abstract states ocln, zo-1, and clnds levels were increased, whereas the Results report their mRNA expression was reduced in model mice, an internal inconsistency.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1523/eneuro.0310-24.2024

Cites

66 of 66 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

20 of 43 cited sources checked · 3 supported · 1 flagged · accuracy not yet measured

  • Premisecitation

    Detecting the expression of Map-2 and NeuN helps determine the extent of neuronal damage and degeneration.

    “Map-2 and NeuN are the neuronal marker proteins used to assess the morphology and function of neurons, and detecting the expression of Map-2 and NeuN could help know the extent of neuronal damage and degeneration in the present study (Götz and Ittner, 2008; Ghatak et al., 2019; Sattarov et al., 2023).”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Götz and Ittner, 2008 source
    • cites Ghatak et al., 2019 source

      The Results section reports reduced neurite area in Alzheimer’s disease neurons measured with MAP2 antibody labeling, supporting the use of MAP2 to assess neuronal morphology. The paper’s immunocytochemistry methods list other neuronal markers but not NeuN, and our copy does not show that measuring expression of both MAP2 and NeuN determines the extent of neuronal damage or degeneration. Page numbers are unavailable in our copy. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites Sattarov et al., 2023 source

      The Results table lists MAP-2 and NeuN as markers of induced neurons. The Discussion (AD-related features in iN cells) reports that fewer MAP2-positive cells under APP overexpression may suggest decreased cell survival. It does not establish that measuring MAP-2 and NeuN together determines the extent of neuronal damage or degeneration; page numbers are unavailable in our copy. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Premisecitation

    Hyperglycemia and insulin resistance are important metabolic factors in the pathogenesis of AD.

    “Hyperglycemia and insulin resistance, which are typical clinical features of T2DM, have also been increasingly recognized as an important metabolic index in the pathogenesis of AD (Grodstein et al., 2001; Luchsinger et al., 2004).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Grodstein et al., 2001 source

      The introduction (section D; page unavailable) reports a possible association of diabetes or hyperinsulinemia with poor cognition, and the Results report poorer cognitive performance among women with type 2 diabetes. These passages do not establish that hyperglycemia or insulin resistance are factors in the pathogenesis of Alzheimer’s disease; the paper examines cognitive test performance, not AD pathogenesis. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
    • cites Luchsinger et al., 2004

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Findingown data

    In Mod mice, protein expression of TREM2 was significantly increased in the hippocampus and PFC compared with control mice.

    “Compared to the Con mice, the Mod mice exhibited a significant decrease in the protein expression of TREM1 and an obvious increase in the protein expression of TREM2 in both the hippocampus (Fig. 7A,B) and PFC (Fig. 7D,E), indicating an imbalanced expression of TREM1/2 induced by the combination of HFD and STZ/I.P. in mice.”
    Quote in the paperSubstantial claim
  • Findingown data

    The number of IBA-1-positive cells was significantly increased in the hippocampus of model mice compared with control mice.

    “the number of IBA-1–positive cells (Fig. 5B) and the ratio of activated microglia cells to the total number of microglia cells (Fig. 5C) were both significantly increased in the hippocampus of Mod mice.”
    Quote in the paperSubstantial claim
  • Findingown data

    The protein expression levels of APP, p-Tau, and Tau in the hippocampal and PFC tissues were significantly increased in model mice compared with control mice.

    “the protein expression levels of APP, p-Tau, and Tau in the hippocampal and PFC tissues of mice in the Mod group were significantly increased compared with the Con ones”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. 31
  • May combine two claims. 18
  • The quote only partly states this claim. 5
  • Classified as probably not a substantial claim.

    Premisecitation

    TREM2 maintains the phagocytic ability of microglia toward Aβ deposits.

    “which has been proven to maintain the phagocytic ability of microglia toward Aβ deposits (Y. Wang et al., 2015; S. Wang et al., 2022).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Y. Wang et al., 2015 source

      The Results section, “TREM2 deficiency affects microglia survival in 5XFAD mice,” reports that TREM2 deficiency had very little effect on microglial uptake or processing of Aβ aggregates and concludes that it does not cause a direct defect in Aβ phagocytosis. The Discussion instead attributes TREM2’s contribution to Aβ removal to sustaining plaque-associated microgliosis, not maintaining the phagocytic ability of individual microglia. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
    • cites S. Wang et al., 2022 source
  • May combine two claims.

    Premisecitation

    Imbalance of TREM2 expression is involved in neuronal injury induced by high cholesterol and is related to LPS-induced hyperactivation of microglia and increased secretion of inflammatory factors.

    “The results of our previous studies showed that the imbalance of TREM2 expression was not only involved in the process of neuronal injury induced by high cholesterol but also related to LPS-induced hyperactivation of microglia and increased secretion of inflammatory factors (X. R. Gao et al., 2021; Liu et al., 2022; Zheng et al., 2023).”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites X. R. Gao et al., 2021 source

      The Background reports altered hippocampal TREM2 expression in LPS-challenged rats, and the Results report a TREM1/TREM2 imbalance in high-fat-diet-induced NAFLD rats. The cited paper does not establish TREM2 involvement in neuronal injury specifically induced by high cholesterol, or link its imbalance to LPS-induced microglial hyperactivation and increased inflammatory-factor secretion. The available passages have no page numbers. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites Liu et al., 2022 source

      The Discussion and Results describe microglial activation and inflammatory factors in STZ-injected AD-like mice, but do not address TREM2 expression. Searches for TREM2 with high-cholesterol neuronal injury and for LPS-induced microglial hyperactivation found no passage supporting the attributed relationships. Page numbers are unavailable in our copy. (LLM, conf=0.73)

      Experimental — accuracy not yet measured
    • cites Zheng et al., 2023 source

      The Discussion (page not provided) reports that high cholesterol injured SH-SY5Y cells, decreased TREM2 expression, and that TREM2 may play a role in those injuries. It does not report LPS-induced microglial hyperactivation or increased secretion of inflammatory factors, so it supports only the cholesterol-injury part of the jointly cited sentence. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    80% of Alzheimer's disease patients also exhibit symptoms of type 2 diabetes mellitus or abnormal glucose and insulin levels.

    “80% of AD patients also exhibit symptoms of T2DM or abnormal glucose and insulin levels (S. Gao et al., 2019).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites S. Gao et al., 2019 source

      The Introduction reports an association between T2DM and dementia, but gives no estimate of diabetes or abnormal glucose and insulin levels among patients with Alzheimer’s disease. Its 90–95% figure refers to the proportion of diabetes cases that are T2DM, not the claimed 80% of Alzheimer’s patients. Searches for the 80% figure and abnormal glucose or insulin levels in Alzheimer’s patients found no supporting passage in our copy. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Insulin resistance affects neuronal function and Aβ accumulation in the brain, contributing to neuroinflammation, synaptic dysfunction, and cognitive decline.

    “insulin resistance could affect neuronal function and Aβ accumulation in the brain, which contribute to neuroinflammation and synaptic dysfunction and finally lead to cognitive decline (Arnold et al., 2018).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Arnold et al., 2018 source

      The ‘Effects of insulin in neurons’ section describes insulin’s roles in neuronal and synaptic function, and ‘Systemic insulin resistance and ADRDs’ reports animal-model evidence for amyloid-β accumulation. The review also reports associations between abnormal brain insulin signalling and poorer cognition in ‘Brain insulin resistance in ADRD, irrespective of T2DM.’ It does not establish the claimed sequence through neuroinflammation and synaptic dysfunction to cognitive decline; it notes that human evidence linking systemic insulin resistance to amyloid-β pathology is mostly negative. Page numbers were not available in our copy. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Chronic hyperglycemia promotes the formation of advanced glycation end products and oxidative stress.

    “It has been reported that chronic hyperglycemia could promote the formation of advanced glycation end products and oxidative stress (Goh and Cooper, 2008; Joubert et al., 2019)”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Goh and Cooper, 2008 source
    • cites Joubert et al., 2019 source
  • May combine two claims.

    Premisecitation

    There is a potential link between AD and insulin resistance, with decreased key insulin signaling proteins and increased insulin resistance markers in the brains of AD mice.

    “Recent studies have suggested a potential link between AD and insulin resistance, which exhibits a decreased level of key insulin signaling proteins and an increased level of insulin resistance markers in the brains of AD mice (Craft et al., 1998; Arnold et al., 2018; Kshirsagar et al., 2021).”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Craft et al., 1998 source
    • cites Arnold et al., 2018 source

      The section “Brain insulin resistance in ADRD, irrespective of T2DM” reports reduced insulin-signalling proteins and abnormal markers of insulin resistance in post-mortem brains of people with AD, supporting the proposed link. It does not establish the claimed decreases and increases in the brains of AD mice; the population in the cited passages is human. Page numbers were not available in our copy. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites Kshirsagar et al., 2021 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    IL-1β is a key proinflammatory cytokine associated with age-related cognitive decline, and synaptic plasticity, learning, and memory are susceptible to IL-1β-induced impairment, particularly in the aging brain.

    “IL-1β is the key proinflammatory cytokine associated with age-related cognitive decline, and growing evidence has suggested that synaptic plasticity, learning, and memory are more susceptible to IL-1β–induced impairment, particularly in the aging brain (Prieto et al., 2015).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Prieto et al., 2015 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Knockdown of TREM2 alleviates neuroinflammation and prevents neurodegeneration of tau pathology in TREM2−/−PS mice compared with wild-type mice.

    “the knockdown of TREM2 could alleviate the neuroinflammation and prevent neurodegeneration of tau pathology in TREM2−/−PS mice compared with wild-type mice (Leyns et al., 2017).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Leyns et al., 2017 source

      The Results and Discussion report reduced neuroinflammation and attenuated neurodegeneration in TREM2-deficient PS19 mice compared with TREM2-intact PS19 mice. The claim overstates attenuation as prevention and calls a complete TREM2 knockout a knockdown. The comparator was not non-transgenic wild-type mice. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim.

    Premisecitation

    Hippocampal structural abnormalities and neuronal loss are key neuropathological hallmarks of AD, contributing to cognitive decline.

    “Research studies have shown that hippocampal structural abnormalities and neuronal loss are the key neuropathological hallmarks of AD, contributing to the cognitive decline observed in the disease (Venkateshappa et al., 2012; Scheltens et al., 2021).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Venkateshappa et al., 2012 source
    • cites Scheltens et al., 2021 source

      The Imaging biomarkers section identifies medial temporal lobe atrophy as a validated imaging measure of neurodegeneration in Alzheimer’s disease. The Fluid biomarkers section relates synaptic pathology to cognitive decline. However, the paper identifies amyloid and tau pathology as defining characteristics; it does not establish hippocampal neuronal loss as a key neuropathological hallmark or directly link hippocampal structural changes to cognitive decline. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Imbalance of TREM2 is involved in neuronal injury induced by high cholesterol and is related to LPS-induced homeostatic imbalance of microglia and increased secretion of inflammatory factors.

    “The results of our previous studies showed that the imbalance expression of TREM2 was not only involved in the neuronal injury induced by high cholesterol but also related to LPS-induced homeostatic imbalance of microglia and increased secretion of inflammatory factors (Liu et al., 2022; Zheng et al., 2023).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Liu et al., 2022 source

      The Discussion and Results describe microglial activation and elevated inflammatory factors in STZ-injected AD-like mice. Searches for TREM2 with high-cholesterol neuronal injury and for LPS-induced microglial imbalance found no passage addressing either claimed relationship; the broader inflammation findings do not establish them. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
    • cites Zheng et al., 2023 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Aβ aggregation and excessive phosphorylation of tau impair microtubule stability, affecting axonal transport, leading to neuronal degeneration, synaptic loss, and cognitive impairment in AD.

    “Studies have shown that Aβ aggregation and excessive phosphorylation of tau can impair microtubule stability, thereby affecting axonal transport, leading to neuronal degeneration and synaptic loss, and exacerbating the progression of cognitive impairment in AD (Selkoe and Hardy, 2016; Jack et al., 2018).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Selkoe and Hardy, 2016 source

      The section “Connecting plaques and tangles: Aβ can drive tau alteration” (page not available) reports that Aβ oligomers induce tau hyperphosphorylation and neuritic dystrophy. The section “Synaptic loss, Aβ, and amyloid plaques” links Aβ oligomers to synaptic loss and impaired memory. Our copy does not establish the claimed intermediate mechanism of impaired microtubule stability and axonal transport. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites Jack et al., 2018 source

      Section 15 describes a proposed sequence from amyloid pathology to pathologic tau, neurodegeneration, and cognitive decline; Section 9.4 links synapse loss with AD symptoms. The paper does not describe impaired microtubule stability or axonal transport as steps in that sequence, and it presents the causal sequence as a hypothesis rather than an established mechanism. Page numbers were not provided in our copy. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    IRS1, AKT, and ERK are key components of the insulin signaling pathway; impaired IRS1 signaling leads to decreased activation of AKT and subsequent dysregulation of ERK involved in insulin resistance and metabolic dysfunction.

    “Insulin receptor substrate 1 (IRS1), protein kinase B (AKT), and ERK are the key components of the insulin signaling pathway; impaired IRS1 signaling leads to decreased activation of AKT and subsequent dysregulation of ERK involved in insulin resistance and metabolic dysfunction (Ding et al., 2019).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Ding et al., 2019 source

      Section 3.3 identifies IRS1 as connecting insulin receptor activation to downstream Akt and ERK pathways, and reports reduced phosphorylation of all three in high-glucose-treated HepG2 cells. The Discussion also describes this as impaired insulin signaling. Neither passage establishes the claimed sequence in which reduced Akt activation subsequently dysregulates ERK. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Genetic polymorphisms of TREM1/2 are closely associated with the pathogenesis of AD.

    “It has been reported that there has a close association between genetic polymorphisms of TREM1/2 and the pathogenesis of AD (Y. Wang et al., 2015).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Y. Wang et al., 2015 source

      The Introduction reports that a rare TREM2 R47H mutation is associated with substantially increased AD risk, and the paper examines how TREM2 affects an AD mouse model. The cited passages do not establish an association between TREM1 polymorphisms and AD, so the TREM1/2 claim is broader than the source supports. No page numbers are available in our copy. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingown data

    Body weight in the model group increased after high-fat diet induction and began to decline upon streptozotocin treatment after 8 weeks, compared with the control group.

    “The tendency of the bodyweight in the Mod group was increased after HFD induction and began to decline upon STZ treatment after 8 weeks when compared with the Con group in Figure 1E.”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingown data

    In Mod mice, blood glucose level was significantly increased compared with control mice.

    “Consistently, in the present study, our results showed that combination of HFD and STZ/I.P. could induce a significant increase in blood glucose level, serum insulin, and the HOMA-IR index in mice.”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Findingown data

    In Mod mice, serum insulin level was significantly increased compared with control mice.

    “Consistently, in the present study, our results showed that combination of HFD and STZ/I.P. could induce a significant increase in blood glucose level, serum insulin, and the HOMA-IR index in mice.”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Findingown data

    In Mod mice, protein expression of p-IRS1/IRS1 was increased in the hippocampus and PFC compared with control mice.

    “the results of the present study showed that the protein expression levels of p-IRS1/IRS1 were increased, while the levels of p-AKT/AKT and p-ERK/ERK were decreased in the hippocampus and PFC of mice induced by the combination of HFD and STZ/I.P.”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Findingown data

    In Mod mice, protein expression of p-ERK/ERK was decreased in the hippocampus and PFC compared with control mice.

    “the results of the present study showed that the protein expression levels of p-IRS1/IRS1 were increased, while the levels of p-AKT/AKT and p-ERK/ERK were decreased in the hippocampus and PFC of mice induced by the combination of HFD and STZ/I.P.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    mRNA expression does not directly equate to protein function or localization.

    “While mRNA expression data provide compelling evidence of potential BBB damage and increased inflammatory response in our model, it is important to note that mRNA expression does not directly equate to protein function or localization.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    All data points were included in the plots.

    “All data points were included in the plots to maintain transparency and facilitate a comprehensive analysis of the results.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.

    Study design and conductnone given

    Three mice were randomly selected from each group for immunofluorescence and Western blot analyses.

    “Three mice were randomly selected from each group, and the hippocampus and the PFC were carefully separated, rapidly frozen in liquid nitrogen, and stored at −80°C.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    STZ kills pancreatic β-cells and has been widely used to establish T2DM animal models.

    “Given the killing effect of STZ on the pancreatic β-cell, it has been widely used in establishing T2DM animal models (Ganda et al., 1976; Grieb, 2016).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Ganda et al., 1976 source
    • cites Grieb, 2016

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    The findings may not be generalizable to female mice.

    “It is important to note that the findings may not be generalizable to female mice.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Imbalanced protein expression of the IRS1/AKT/ERK signaling pathway and TREM1/2, as well as increased inflammatory factors, may be involved in the AD-like pathological process.

    “Moreover, the imbalanced protein expression of the IRS1/AKT/ERK signaling pathway and TREM1/2, as well as the increased inflammatory factors, may also be involved in AD-like pathological process.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Interpretationnone given

    The mouse model used in this study may not fully represent the complexity of human AD, and the findings may not directly translate to human patients.

    “the mouse model used in this study may not fully represent the complexity of human AD. Animal models could only partially replicate the disease processes seen in humans, and the findings may not directly translate to human patients.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    After acclimatization, the mice were randomly divided into a control group fed standard chow and a model group fed a high-fat diet.

    “the mice were randomly divided into two groups, including the control group (Con) fed a standard chow diet (3.766 kcal/g) and the model group (Mod) fed a high-fat diet (60% of calories from fat, 5 kcal/g).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The present study only focused on the hippocampus and PFC of mice, and potential changes in other brain regions were not investigated.

    “Moreover, the present study only focused on the hippocampus and PFC of mice, and potential changes in other brain regions were not investigated.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Patients with type 2 diabetes mellitus have more than twice the risk of developing late-onset Alzheimer's disease compared with nondiabetic individuals.

    “patients with type 2 diabetes mellitus (T2DM) have more than twice the risk of developing late-onset AD compared with nondiabetic individuals (Zhou et al., 2014)”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Zhou et al., 2014 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The study protocol was approved by the Ethics Committee of Experimental Animals of Anhui Medical University and followed the National Institutes of Health Guide for the Care and Use of Laboratory Animals.

    “The study protocol was approved by the Ethics Committee of Experimental Animals of Anhui Medical University and followed the National Institutes of Health Guide for the Care and Use of Laboratory Animals.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The sample size in the present study was relatively small.

    “Thirdly, the sample size in the present study was relatively small, and larger studies with more animals are needed to confirm and validate the findings.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Activated microglia and an aberrant proinflammatory phenotype contribute to neuronal damage and synaptic dysfunction by releasing cytokines, reactive oxygen species, and other inflammatory mediators, which perpetuate neurodegeneration and exacerbate Alzheimer's disease progression.

    “activated microglia (De Strooper and Karran, 2016) and aberrant proinflammatory phenotype contribute to neuronal damage and synaptic dysfunction by releasing cytokines, reactive oxygen species, and other inflammatory mediators, which could perpetuate neurodegeneration and exacerbate the progression of AD (Tang and Le, 2016).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Tang and Le, 2016 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Three replicates were conducted for each qPCR analysis.

    “Three replicates were conducted for each qPCR analysis, and the data were analyzed using the 2−ΔΔCt method.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    The Wilcoxon rank-sum test was also conducted to account for potential deviations from normality and small sample size.

    “we also conducted the Wilcoxon rank-sum test to account for potential deviations from normality and small sample size.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    TREM2-expressing microglia are found in the peripheral regions of amyloid plaques in APP23 transgenic mice, and increased TREM2 expression is consistent with the progression of amyloid deposition.

    “TREM2-expressing microglia cells have been found in the peripheral regions of amyloid plaques in APP23 transgenic (Tg) mice, and increased TREM2 expression is consistent with the progression of amyloid deposition (Frank et al., 2008).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Frank et al., 2008 source
  • Classified as probably not a substantial claim.

    Premisecitation

    The most significant pathological changes in Alzheimer's disease are the accumulation of abnormal protein aggregates, primarily Aβ plaques and tau neurofibrillary tangles.

    “The most significant pathological changes in Alzheimer's disease are the accumulation of abnormal protein aggregates in the brain, primarily including Aβ plaques and tau neurofibrillary tangles.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Scheltens et al., 2016, 2021

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Combined stimulation of IL-1β, IL-6, and IFN-γ induces APP production and increased Aβ levels.

    “combined stimulation of IL-1β, IL-6, and IFN-γ in U373 glioblastoma cell lines and primary human astrocytes could induce APP production and lead to increased Aβ levels (Blasko et al., 2000).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Blasko et al., 2000 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Reactive microglia and astrocytes promote neuroinflammation by releasing cytokines and inflammatory factors such as IL-1β and IL-6 in AD.

    “Reactive microglia and astrocytes could promote neuroinflammation by releasing cytokines and inflammatory factors such as IL-1β and IL-6 in AD (H. S. Hong et al., 2003).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites H. S. Hong et al., 2003 source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Activated AKT and ERK are major kinases for tau phosphorylation and APP deposition in AD, and brain insulin resistance induces decreased phosphorylation levels of AKT and ERK.

    “activated AKT and ERK were also suggested to be the major kinase for tau phosphorylation and APP deposition in AD, and the brain insulin resistance emerging in AD further induces the decreased phosphorylation levels of AKT and ERK (Oliveira et al., 2021).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Oliveira et al., 2021 source
  • Classified as probably not a substantial claim.

    Premisecitation

    Map-2 and NeuN are widely used to mark mature neurons and neuronal nuclei in the brain.

    “The microtubule-associated protein 2 (Map-2) and neuronal nuclei (NeuN) are widely used in marking the mature neurons and neuronal nuclei in the brain (Götz and Ittner, 2008).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Götz and Ittner, 2008 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Knocking out TREM1 in APP/PSEN1 mice increases Aβ1-42 levels and total amyloid plaque burden, and selective overexpression or activation of TREM1 on microglia improves Aβ neuropathology and rescues AD-related spatial cognitive impairments.

    “Knocking out TREM1 in the brains of APP/PSEN1 mice has been shown to increase Aβ1–42 levels and total amyloid plaque burden, and selective overexpression or activation of TREM1 on microglia cells could improve Aβ neuropathology and rescue AD-related spatial cognitive impairments (Jiang et al., 2016).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Jiang et al., 2016 source
40 of 40
  • The paper relies on this without support.

    The combination of high-fat diet and intraperitoneal streptozotocin is a widely used and valid method for modeling type 2 diabetes mellitus in mice.

    “combination of HFD and STZ/I.P., a widely used T2DM modeling method, could successfully induce AD-like behavioral impairments and neuropathological injuries in mice”
  • The paper relies on this without support.

    Impaired performance in the novel object recognition, Y-maze, and Morris water maze tests in mice reflects Alzheimer's disease-like learning and memory dysfunction.

    “as indicated by the increased concentrations of fasting blood glucose and impaired learning and memory ability.”
  • The paper relies on this without support.

    Reduced mRNA expression of ocln, zo-1, and clnds indicates blood-brain barrier damage.

    “suggesting potential BBB damage induced by the combination of HFD and STZ/I.P. in mice (Fig. 3E,F).”
  • The paper relies on this without support.

    Increased APP and p-Tau levels indicate Aβ accumulation and tau hyperphosphorylation characteristic of Alzheimer's disease.

    “suggesting that combination of HFD and STZ/I.P. could induce Aβ accumulation and tau hyperphosphorylation in the hippocampus and PFC of mice.”
  • The paper relies on this without support.

    Findings in this mouse model can inform the pathophysiology of the comorbidity of type 2 diabetes mellitus and Alzheimer's disease in humans.

    “Our findings further support the potential overlap between T2DM and AD pathophysiology, providing insight into the mechanisms underlying the comorbidity of these diseases.”
  • The paper relies on this without support.

    The effects observed in Mod mice are attributable to the combination of HFD and STZ/I.P., rather than to either treatment alone.

    “These results suggested that the combined use of HFD and STZ/I.P. could successfully induce AD-like metabolic and behavioral injuries in mice.”
  • The paper relies on this without support.

    The mouse model used in this study adequately represents human AD for the purpose of the conclusions drawn.

    “These results indicated that combination of HFD and STZ/I.P. could induce an AD-related pathology in mice, which was in line with the findings in our previous study.”
7 of 7

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.

  • Abstract reverses the direction of BBB-marker changes

    Major

    The abstract says ocln, zo-1, and clnds increased in model mice, whereas the Results say all three were reduced in both the hippocampus and PFC. The direction matters to the paper's interpretation of blood-brain barrier damage.

  • Figure 4E identifies the colocalized protein inconsistently

    Minor

    The Results describe Figure 4E as colocalization of APP with a neuronal marker, but the figure caption calls it colocalization of Aβ with neurons. APP and Aβ are different molecules.

2 of 2

Cites

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Cited by

Sorted by citations

Authors
Sun, H., Gao, X., Niu, J., Chen, P., He, S., Xu, S., & Ge, J.
Affiliations
Anhui Medical University (CN)
Venue
eneuro
Published
2024-12
Volume
11
Issue
12
Pages
ENEURO.0310-24.2024
ISSN
2373-2822 (ISSN-L)
OpenAlex
W4404955622
Cited by
12
References
66
Citations by year
2026: 8 · 2025: 4
FWCI
3.39
Type
journal article
Language
en
Open access
Locations
  • eNeuro (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
Funders
  • National natural science foundation of china (81870413)
  • Scientific Research Promotion Plan of Anhui Medical University (2022xkjT009)
  • Anhui Province Postgraduate Education Quality Project (2023xscx050)
Topics
  • Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
  • Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
  • Life Sciences › Neuroscience › Neurology › Neurological Disease Mechanisms and Treatments
Keywords
Alzheimer's disease, type 2 diabetes, high-fat diet, streptozotocin, learning and memory impairment, neuroinflammation, blood-brain barrier, glycolipid metabolism, comorbidities, hippocampus
MeSH terms
Alzheimer Disease, Animals, Blood Glucose, Disease Models, Animal, Hippocampus, Male, Mice, Inbred C57BL, Streptozocin, Mice, Diet, High-Fat

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 2026-11-02.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-11-02.

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.

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