Cited by 65Endoplasmic Reticulum Stress and DiseaseDietary Effects on HealthGenetics, Aging, and Longevity in Model Organisms

2-Deoxyglucose drives plasticity via an adaptive ER stress-ATF4 pathway and elicits stroke recovery and Alzheimer’s resilience

Open access
Kumar, Amit, Karuppagounder, Saravanan S., Chen, Yingxin, Corona, Carlo, Kawaguchi, Riki, Cheng, Yuyan, Balkaya, Mustafa, Sagdullaev, Botir T. +8 more·2023·Neuron

Abstract

Summary Intermittent fasting (IF) is a diet with salutary effects on cognitive aging, Alzheimer’s disease (AD), and stroke. IF restricts a number of nutrient components including glucose. 2-deoxyglucose (2-DG), a glucose analog, can be used to mimic glucose restriction. 2-DG induced transcription of the pro-plasticity factor, Bdnf in the brain without ketosis. Accordingly, 2-DG enhanced memory in an AD model (5xFAD) and functional recovery in an ischemic stroke model. 2-DG increased Bdnf transcription via reduced N-linked glycosylation, consequent ER stress and activity of ATF4 at an enhancer of the BDNF gene as well as other regulatory regions of plasticity/regeneration (e.g., CREB5, Cdc42bpa, PP3cc, and Atf3) genes. These findings demonstrate an unrecognized role for N-linked glycosylation as an adaptive sensor to decreased glucose availability. They further demonstrate that ER stress-induced by 2-DG can, in the absence of ketosis, lead to the transcription of genes involved in plasticity and cognitive resilience as well as proteostasis.

AI snapshot

Written from the paper’s full text.

TL;DR

2-Deoxyglucose (2-DG), a glucose-restriction mimetic, induces Bdnf transcription and other plasticity genes through reduced N-linked glycosylation, adaptive ER stress, and ATF4 activity, without requiring ketosis. In mouse models, low-dose 2-DG improved functional recovery after ischemic stroke and normalized learning/memory deficits in 5xFAD Alzheimer’s mice.

Key findings

  • 2-DG increased Bdnf mRNA and mature BDNF protein in mouse cortical neurons and human iPSC-derived neurons; in vivo, 10 mg/kg i.p. significantly increased brain Bdnf expression, whereas 50 mg/kg did not and 100 mg/kg showed a non-significant upward trend.
  • In transient MCAO stroke mice, 2-DG (10 mg/kg i.p.) started 24 h after stroke and given daily for 4 weeks produced significant recovery on corner, tape-removal, and pole tests, with improvement appearing 1–2 weeks after administration; infarct size did not differ from vehicle at 3 days, and urinary ketones did not increase.
  • In 5xFAD mice, 4 weeks of i.c.v. 2-DG (1 mg/kg/day) increased hippocampal Bdnf mRNA, normalized LTP to WT-like levels, and normalized Morris water maze performance to approximate saline-treated WT mice; Y-maze short-term memory showed a trend toward normalization, and 2-DG had no nootropic effect in WT mice.
  • Mechanistically, 2-DG reduced N-linked glycosylation, induced sublethal ER stress and PERK-eIF2α-ATF4 signaling, and drove ATF4 binding to a conserved +3 kb intronic enhancer of Bdnf; ATF4 inhibition blocked 2-DG-induced Bdnf and eRNA expression, while ATF4 expression was sufficient to induce Bdnf and ER-stress genes.

Methods

  • In vitro: mouse primary cortical neurons, human iPSC-derived cortical neurons, and hippocampal slices; treatments included 2-DG, low glucose, tunicamycin, GSK2606414, actinomycin D, and viral constructs.
  • In vivo: C57BL/6, Glut3+/−, Ppp1r15bfl/fl, ATF4fl/fl, and 5xFAD mice; 2-DG was given i.p., i.c.v., or via Alzet mini-osmotic pump; stroke was induced by 60-min transient MCAO; outcomes included sensorimotor behavior, Y-maze, Morris water maze, LTP, qPCR, immunoblot, RNA-seq, ChIP-seq, luciferase reporters, and in vivo bioluminescence imaging.
  • Statistics: at least three independent sets; Student’s t tests, one-way or two-way ANOVA with post hoc tests, repeated-measures ANOVA; p ≤ 0.05 considered significant; in vivo AD and stroke studies had >80% power at alpha 0.05.

Limitations

  • The paper states that 2-DG efficacy for cognitive decline in AD patients requires identification of a biomarker for target engagement and a proper clinical study.
  • The paper states that future studies should test the proposed model in which intermittent 2-DG treatment induces ER stress and plasticity genes, followed by diminished ER stress and translation of enhanced mRNAs during refeeding or 2-DG metabolism.
  • Evident from the text: the therapeutic evidence is preclinical, using cell cultures and mouse models; long-term safety, optimal dosing, and human clinical outcomes are not established.

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

Integrity signals

Registry

Crossref · 10.1016/j.neuron.2023.06.013

Cites

90 of 90 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

17 of 51 cited sources checked · 4 supported · 0 flagged · accuracy not yet measured

  • Premisecitation
    § 2 ∙ Rajiv R. Ratan

    Intermittent fasting (IF) is a diet with salutary effects on cognitive aging, Alzheimer's disease (AD), and stroke.

    “Intermittent fasting (IF) is a diet with salutary effects on cognitive aging, Alzheimer’s disease (AD), and stroke.”
    • Also stated in: § Introduction · plain
      “Intermittent fasting (IF) is a dietary intervention widely implicated in improving brain health, cognitive aging, AD, and stroke.”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites [4] 4. Johnson, J.B. ∙ Summer, W. ∙ Cutler, R.G. ... Alternate day calorie restriction improves clinical findings and reduces markers of oxidative stress and inflammation in overweight adults with moderate asthma Free Radic. Biol. Med. 2007; 42:665-674 Crossref Scopus (476) PubMed Google Scholar source

      The Introduction (page unavailable) says intermittent calorie restriction can protect multiple organ systems against disease in rodents, supporting a general health-benefit claim. It does not say that intermittent fasting benefits cognitive aging, Alzheimer’s disease, or stroke; the study itself examined adults with asthma. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites [5] 5. Courchesne-Loyer, A. ∙ Croteau, E. ∙ Castellano, C.A. ... Inverse relationship between brain glucose and ketone metabolism in adults during short-term moderate dietary ketosis: A dual tracer quantitative positron emission tomography study J. Cereb. Blood Flow Metab. 2017; 37:2485-2493 Crossref Scopus (117) PubMed Google Scholar source

      The Introduction discusses a ketogenic diet and compares its ketone levels with those reached during fasting; it does not discuss intermittent fasting as an intervention. The Discussion proposes a possible metabolic benefit of ketogenic intervention in Alzheimer’s disease, while the Conclusion says effects in aging and Alzheimer’s disease remain to be assessed. Neither passage establishes benefits of intermittent fasting for cognitive aging, Alzheimer’s disease, or stroke (section pages not provided). (LLM, conf=0.76)

      Experimental — accuracy not yet measured
    • cites [6] 6. Li, L. ∙ Wang, Z. ∙ Zuo, Z. Chronic intermittent fasting improves cognitive functions and brain structures in mice PLoS One. 2013; 8:e66069 Crossref Scopus (109) PubMed Google Scholar source

      The Results and Discussion report improved learning and memory and reduced cerebral-cortex oxidative stress in mice after intermittent fasting; the Discussion links oxidative stress to brain aging. The paper does not show that intermittent fasting benefits Alzheimer’s disease or stroke, and its findings in mice do not establish effects on cognitive aging more broadly. No page numbers are available in our copy. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Findingown data
    § Results

    Known ATF4 target genes Trib3 and Chac1 were induced by 2-DG.

    “We verified that known ATF4 target genes, Tribbles 3 (Trib3), a modulator of AKT, and Chac1, a cyclohydrolase that degrades glutathione,51”
    • Also stated in: § Results · plain
      “were induced by 2-DG (Figures 5K and 5L).”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [51] 51. Lange, P.S. ∙ Chavez, J.C. ∙ Pinto, J.T. ... ATF4 is an oxidative stress-inducible, prodeath transcription factor in neurons in vitro and in vivo J. Exp. Med. 2008; 205:1227-1242 Crossref Scopus (221) PubMed Google Scholar source

      The Results section (page unavailable) reports that TRB3 mRNA is induced by HCA in an ATF4-dependent manner, supporting TRB3 as an ATF4 target. The passages found do not identify Chac1 as an ATF4 target or report induction of either gene by 2-DG; the source studies HCA-induced oxidative stress instead. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [52] 52. Karuppagounder, S.S. ∙ Alim, I. ∙ Khim, S.J. ... Therapeutic targeting of oxygen-sensing prolyl hydroxylases abrogates ATF4-dependent neuronal death and improves outcomes after brain hemorrhage in several rodent models Sci. Transl. Med. 2016; 8:328ra29 Crossref Scopus (114) PubMed Google Scholar source

      The Results section identifies Trib3 as an ATF4-regulated gene and a negative regulator of Akt. Our copy does not establish Chac1 as an ATF4 target or report induction of either gene by 2-DG; the experiments described here use other treatments, including HCA. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Findingcitation
    § Discussion

    The dosage of 2-DG used in our study (10 mg/kg) was one-two magnitudes less than in prior studies where ketosis was induced.

    “Accordingly, to achieve therapeutic benefit, the dosage of 2-DG used in our study (10 mg/kg) was one-two magnitudes less than in prior studies where ketosis was induced.3”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites [3] 3. Duan, W. ∙ Mattson, M.P. Dietary restriction and 2-deoxyglucose administration improve behavioral outcome and reduce degeneration of dopaminergic neurons in models of Parkinson’s disease J. Neurosci. Res. 1999; 57:195-206 Crossref Scopus (415) PubMed Google Scholar source
    • cites [25] 25. Yao, J. ∙ Chen, S. ∙ Mao, Z. ... 2-Deoxy-D-glucose treatment induces ketogenesis, sustains mitochondrial function, and reduces pathology in female mouse model of Alzheimer's disease PLoS One. 2011; 6:e21788 Crossref Scopus (137) PubMed Google Scholar source

      The Results section reports that a 0.04% 2-DG diet for seven weeks increased serum ketone bodies in female 3xTgAD mice. The paper does not give that dose in mg/kg or establish that the citing study’s 10 mg/kg dose was one to two orders of magnitude lower. No page number is available in our copy. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [32] 32. Yu, Z.F. ∙ Mattson, M.P. Dietary restriction and 2-deoxyglucose administration reduce focal ischemic brain damage and improve behavioral outcome: evidence for a preconditioning mechanism J. Neurosci. Res. 1999; 57:830-839 Crossref Scopus (322) PubMed Google Scholar source
  • Findingcitation
    § Abstract

    GSK2606414 significantly inhibited transcription of the ATF4 target gene Trib3 in primary neurons.

    “GSK2606414 significantly inhibited 2-DG-induced eIF2α phosphorylation (Figures 6G and 6H) and transcription of the ATF4 target gene, Trib3, in primary neurons51”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [51] 51. Lange, P.S. ∙ Chavez, J.C. ∙ Pinto, J.T. ... ATF4 is an oxidative stress-inducible, prodeath transcription factor in neurons in vitro and in vivo J. Exp. Med. 2008; 205:1227-1242 Crossref Scopus (221) PubMed Google Scholar source

      The Results (page not provided) measure TRB3 mRNA in cortical neurons and examine an ATF4-binding site in its promoter, supporting the identification of Trib3/TRB3 as an ATF4 target gene. The paper does not report treatment with GSK2606414 or show that it inhibited Trib3 transcription; that experimental result is not supported by this citation. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Findingown data
    § 2 ∙ Rajiv R. Ratan

    2-DG induces transcription of Bdnf in the brain without ketosis.

    “2-DG induced transcription of the pro-plasticity factor, Bdnf, in the brain without ketosis.”
    • Also stated in: § 2 ∙ Rajiv R. Ratan · plain
      “2-deoxyglucose (2-DG), a glucose-restriction mimetic, drives Bdnf transcription”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. 31
  • May combine two claims. 26
  • The quote only partly states this claim. 2
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Introduction

    The metabolic switch from glucose to ketone utilization is considered one driver of the beneficial effects of IF on the brain.

    “The metabolic switch from glucose to ketone utilization is considered one driver of the beneficial effects of IF on the brain.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [13] 13. Mattson, M.P. ∙ Moehl, K. ∙ Ghena, N. ... Intermittent metabolic switching, neuroplasticity and brain health Nat. Rev. Neurosci. 2018; 19:63-80 Crossref Scopus (349) PubMed Google Scholar source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § Results

    BDNF plays roles in plasticity and cognitive improvement.

    “BDNF plays roles in plasticity and cognitive improvement.”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [26] 26. Suzuki, A. ∙ Fukushima, H. ∙ Mukawa, T. ... Upregulation of CREB-mediated transcription enhances both short- and long-term memory J. Neurosci. 2011; 31:8786-8802 Crossref Scopus (206) PubMed Google Scholar source

      The section on BDNF’s contribution to long-term memory reports that hippocampal BDNF infusion improved recognition memory in mice, supporting a role in cognitive improvement. The paper also reports enhanced long-term potentiation in active-CREB mice, but the cited passages do not establish that BDNF itself caused that change in plasticity. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
    • cites [27] 27. Pavlopoulos, E. ∙ Jones, S. ∙ Kosmidis, S. ... Molecular mechanism for age-related memory loss: the histone-binding protein RbAp48 Sci. Transl. Med. 2013; 5:200ra115 Crossref Scopus (93) PubMed Google Scholar source

      The Results section on up-regulating RbAp48 reports improved memory in aged mice, and the Discussion attributes that improvement to RbAp48-related mechanisms. Searches for “BDNF” and “brain-derived neurotrophic factor” found no passage in our copy connecting BDNF to plasticity or cognitive improvement; the paper’s findings about RbAp48 do not establish the claim about BDNF. (LLM, conf=0.75)

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

    Premisecitation
    § Results

    Driving BDNF levels up improves learning and memory deficits in preclinical models of AD.

    “and driving BDNF levels up improves learning and memory deficits in preclinical models of AD”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [39] 39. Nagahara, A.H. ∙ Merrill, D.A. ∙ Coppola, G. ... Neuroprotective effects of brain-derived neurotrophic factor in rodent and primate models of Alzheimer’s disease Nat. Med. 2009; 15:331-337 Crossref Scopus (841) PubMed Google Scholar source
    • cites [40] 40. Choi, S.H. ∙ Bylykbashi, E. ∙ Chatila, Z.K. ... Combined adult neurogenesis and BDNF mimic exercise effects on cognition in an Alzheimer’s mouse model Science. 2018; 361 Crossref Scopus (520) PubMed Google Scholar source

      In “AHN activation combined with increased BDNF levels genetically ameliorates cognitive function in 5×FAD mice” (page not provided), increased BDNF alongside activated adult hippocampal neurogenesis improved several memory measures. The claim omits that necessary combination: the paper reports that increasing BDNF alone failed to improve memory. It also reports no significant improvement for the BDNF-treated mice during radial-arm-maze training trials. (LLM, conf=0.90)

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

    Premisecitation
    § Results

    AMPK is considered a bioenergetic sensor that responds to increased AMP and decreased ATP levels by increasing phosphorylation at threonine 172 of its α1 subunit.

    “AMP kinase (AMPK) is considered a bioenergetic sensor that responds to increased AMP and decreased ATP levels by increasing phosphorylation at threonine 172 of its α1 subunit.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [45] 45. Hardie, D.G. AMP-activated protein kinase: an energy sensor that regulates all aspects of cell function Genes Dev. 2011; 25:1895-1908 Crossref Scopus (1293) PubMed Google Scholar source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Results

    Glucose is a key molecule in transcriptional processes.

    “Glucose is a key molecule in transcriptional processes.”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [46] 46. Kumar, A. Sugar as a therapeutic target for the cognitive restoration following traumatic brain injury Curr. Opin. Neurol. 2019; 32:815-821 Crossref Scopus (4) PubMed Google Scholar source
    • cites [47] 47. Lu, C. ∙ Thompson, C.B. Metabolic regulation of epigenetics Cell Metab. 2012; 16:9-17 Full Text Full Text (PDF) Scopus (510) PubMed Google Scholar source

      The Introduction says metabolism plays a significant role in transcription, and the section on yeast metabolic cycles links products of glucose metabolism, especially acetyl-CoA, to histone acetylation and gene transcription. This supports a connection between glucose metabolism and transcription, but does not establish that glucose itself is a key molecule in transcriptional processes. (LLM, conf=0.82)

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

    Premisecitation
    § Discussion

    Xbp1 can bind to the promoter of Bdnf and activate its transcription to enhance learning- and memory-related gene expression independent of its ER stress activation.

    “Xbp1 can bind to the promoter of Bdnf and activate its transcription to enhance learning- and memory-related gene expression independent of its ER stress activation.49”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [49] 49. Martínez, G. ∙ Vidal, R.L. ∙ Mardones, P. ... Regulation of memory formation by the transcription factor XBP1 Cell Rep. 2016; 14:1382-1394 Full Text Full Text (PDF) Scopus (128) PubMed Google Scholar source
  • Classified as probably not a substantial claim.

    Premisecitation
    § Abstract

    Others highlight the role ATF4 can play as a transcriptional activator and enhancer of plasticity.

    “others highlight the role ATF4 can play as a transcriptional activator and enhancer of plasticity.50”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [50] 50. Pasini, S. ∙ Corona, C. ∙ Liu, J. ... Specific downregulation of hippocampal ATF4 reveals a necessary role in synaptic plasticity and memory Cell Rep. 2015; 11:183-191 Full Text Full Text (PDF) Scopus (82) PubMed Google Scholar source

      The Introduction says ATF4 can act as a transcriptional activator, and the Discussion reports that ATF4 is required for normal synaptic plasticity. But the Discussion characterizes its role as permissive rather than a direct enhancement of plasticity, while the Results report no increase beyond control levels with ATF4 overexpression. The source therefore supports a positive role in plasticity, but not the stronger implication that ATF4 enhances it above normal levels. (LLM, conf=0.83)

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

    Premisecitation
    § Results

    ATF4 is a transcription factor that enhances transcription of genes involved in compensation to ER stress and regulates expression of genes involved in plasticity, LTP, learning, and memory.

    “ATF4 is a TF that both enhances the transcription of genes involved in compensation to ER stress and regulates the expression of genes involved in plasticity, LTP, learning, and memory.50”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [50] 50. Pasini, S. ∙ Corona, C. ∙ Liu, J. ... Specific downregulation of hippocampal ATF4 reveals a necessary role in synaptic plasticity and memory Cell Rep. 2015; 11:183-191 Full Text Full Text (PDF) Scopus (82) PubMed Google Scholar source

      The Introduction identifies ATF4 as a transcriptional regulator, and the Discussion and Results link it to hippocampal LTP, synaptic plasticity, and memory. But the passages do not say that ATF4 enhances transcription of genes that compensate for ER stress; they also establish its role in plasticity primarily through knockdown effects, rather than identifying a set of plasticity-related genes whose expression it regulates. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • The quote only partly states this claim.

    Findingown data
    § Results

    2-DG increased eIF2α phosphorylation in primary neurons.

    “2-DG increased eIF2α phosphorylation (Figures 5I and 5J).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Results

    RNA-seq analysis confirmed an increase in expression of Bdnf at 1 mM 2-DG and an even larger increase at 10 mM 2-DG.

    “Analysis confirmed an increase in the expression of Bdnf at 1 mM 2-DG and, consistent with our qPCR results (Figure 1), an even larger increase at 10 mM 2-DG (Figure 5E).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Results

    2-DG at 10 mg/kg significantly increases Bdnf gene expression in mouse brain, whereas 50 mg/kg does not, and 100 mg/kg shows a non-significant upward trend.

    “2-DG at 10 mg/kg led to a significant increase in Bdnf gene expression, whereas 50 mg/kg did not; and 100 mg/kg showed a non-significant upward trend (Figures 1F and S1C).”
    Quote in the paperSubstantial claim
  • May combine two claims. The quote only partly states this claim.

    Findingown data
    § Abstract

    2-DG-driven LTP was reduced in hippocampal slices with conditional deletion of ATF4 and decreased expression of ATF4.

    “2-DG-driven Bdnf gene expression and LTP were reduced in hippocampal slices (Figures 6P and 6Q) with decreased expression of ATF4.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Abstract

    2-DG-driven Bdnf gene expression was reduced in hippocampal slices with conditional deletion of ATF4 and decreased expression of ATF4.

    “2-DG-driven Bdnf gene expression and LTP were reduced in hippocampal slices (Figures 6P and 6Q) with decreased expression of ATF4.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Findingnone given
    § Discussion

    Higher doses of 2-DG induced lethality in males in one study, something not observed with doses here.

    “In one study, higher doses induced lethality in males, something not observed with doses here.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data
    § Abstract

    Inhibition of N-linked glycosylation appears necessary and sufficient to induce Bdnf message.

    “The same concentration of tunicamycin led to a significant increase in the expression of Bdnf (Figure 6F), indicating that inhibition of N-linked glycosylation appears necessary and sufficient to induce Bdnf message.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § Results

    At 2-DIV, mouse cortical neurons do not express glutamate receptors and are not synaptically active.

    “At 2-DIV, mouse cortical neurons do not express glutamate receptors and are not synaptically active.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [30] 30. Murphy, T.H. ∙ Baraban, J.M. Glutamate toxicity in immature cortical neurons precedes development ofglutamate receptor currents Dev. Brain Res. 1990; 57:146-150 Crossref Scopus (96) PubMed Google Scholar source
  • May combine two claims.

    Interpretationown data
    § Abstract

    eIF2α phosphorylation is sufficient for inducing both Bdnf gene expression and LTP.

    “eIF2α phosphorylation is, therefore, sufficient for inducing both Bdnf gene expression and LTP.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § Results

    2-DG increases Bdnf gene expression both in vitro and in vivo.

    “These data indicate that 2-DG increases Bdnf gene expression both in vitro and in vivo.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Abstract

    2-DG does so via an adaptive, sublethal ER stress response involving reductions in N-linked glycosylation.

    “2-DG does so via an adaptive, sublethal ER stress response involving reductions in N-linked glycosylation.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Abstract

    The PERK-eIF2α-ATF4 axis is induced by 2-DG or low glucose, and these events culminate in increased Bdnf expression in primary neurons.

    “Thus, the PERK-eIF2α-ATF4 axis is induced by 2-DG or low glucose, and these events culminate in increased Bdnf expression in primary neurons.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Results

    Inductions of Bdnf message and LTP by 2-DG are likely transcription-dependent.

    “Therefore, the inductions of Bdnf message and LTP by 2-DG are likely transcription-dependent (Figure 5D).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Abstract

    2-DG drives Bdnf expression and LTP via hippocampal ATF4 in vivo.

    “Our results suggest that 2-DG reduces N-linked glycosylation, induces sublethal ER stress, and drives Bdnf expression and LTP via hippocampal ATF4 in vivo (Figure 6R).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Abstract

    2-DG-induced activation of ER stress leads to enhanced translation of ATF4, which regulates Bdnf and other plasticity genes.

    “We conclude that 2-DG-induced activation of ER stress leads to enhanced translation of ATF4, which regulates Bdnf and other plasticity genes.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Abstract

    2-DG-induced activation of ER stress leads to enhanced translation of ATF4, which transcriptionally regulates Bdnf gene expression.

    “Our findings suggest that 2-DG-induced activation of ER stress leads to enhanced translation of ATF4, which transcriptionally regulates Bdnf gene expression.”
    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
    § Abstract

    Metabolites were identified using an in-house library established using chemical standards, requiring exact mass within 5 ppm and standard retention times.

    “Metabolites were identified using an in-house library established using chemical standards. Identification required exact mass (within 5 ppm) and standard retention times.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § Abstract

    ATF4 is a basic leucine zipper domain (bZIP) family TF that homodimerizes or heterodimerizes to affect target genes.

    “ATF4 is a basic leucine zipper domain (bZIP) family TF that homodimerizes or heterodimerizes to affect target genes.61”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [61]

      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). May combine two claims.

    Premisecitation
    § Discussion

    2-DG has been shown to inhibit glucose uptake and glycolytic metabolism via non-competitive and competitive inhibition of hexokinase and phosphoglucose isomerase, respectively.

    “2-DG has been shown to inhibit glucose uptake and glycolytic metabolism via non-competitive and competitive inhibition of hexokinase and phosphoglucose isomerase, respectively,20”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [20] 20. Tower, D.B. The effects of 2-deoxy-D-glucose on metabolism of slices of cerebral cortex incubated in vitro J. Neurochem. 1958; 3:185-205 Crossref Scopus (108) PubMed Google Scholar source
    • cites [21] 21. Bachelard, H.S. Specificity and kinetic properties of monosaccharide uptake into guinea pig cerebral cortex in vitro J. Neurochem. 1971; 18:213-222 Crossref Scopus (103) PubMed Google Scholar source
    • cites [22] 22. Horton, R.W. ∙ Meldrum, B.S. ∙ Bachelard, H.S. Enzymic and cerebral metabolic effects of 2-deoxy-D-glucose J. Neurochem. 1973; 21:507-520 Crossref Scopus (144) PubMed Google Scholar source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    Previous studies found enrichment of TFs such as CEBPγ, CEBPβ, and JUND in the +3 kb region.

    “Among these candidates, previous studies found enrichment of TFs such as CEBPγ, CEBPβ, and JUND in the +3 kb region.59”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [59]

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

    • cites [62]

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

    • cites [63]

      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).

    Study design and conductown data
    § Abstract

    PCR duplicates were removed using Picard MarkDuplicates in ChIP-seq analysis.

    “PCR duplicates were removed using Picard MarkDuplicates (https://github.com/broadinstitute/picard) and the bigWig files were created using deepTools82”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § Abstract

    2-DG could be mimetic of one aspect of IF, glucose restriction, and could drive a homeostatic response to ER stress that upregulates genes involved in protein folding, protein degradation, and translational control and genes such as Bdnf implicated in plasticity.

    “In conclusion, 2-DG could be mimetic of one aspect of IF, glucose restriction, and could drive a homeostatic response to ER stress that upregulates a host of genes involved in protein folding, protein degradation, and translational control and genes, such as Bdnf, implicated in plasticity.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Discussion

    Studies in Aplysia and mice indicate ATF4 is a transcriptional suppressor of cAMP response element binding protein (CREB)-driven memory enhancement.

    “While studies in Aplysia and mice indicate ATF4 is a transcriptional suppressor of cAMP response element binding protein (CREB)-driven memory enhancement,69”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [69]

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

    • cites [70]

      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). May combine two claims.

    Study design and conductown data
    § Abstract

    Normalized bigwig files were used to generate heatmaps to visualize sample correlations and to remove outliers.

    “Normalized bigwig files were used to generate heatmaps to visualize sample correlations and to remove outliers.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data
    § Abstract

    The uniquely aligned read percentage for RNA sequencing was 88.09 ± 0.53% (SD).

    “Uniquely aligned read percentage was 88.09 ± 0.53%(SD).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § Results

    The oligosaccharide-transferase complex transfers 14 component sugars composed of glucose and mannose from dolichol to nascent chain asparagines to complete N-linked glycosylation, which is essential for folding secreted and plasma membrane-linked proteins and mediated through glucose- and mannose-derived glycans.

    “This complex transfers 14 component sugars composed of glucose and mannose from dolichol to nascent chain asparagines to complete N-linked glycosylation, which is essential for folding secreted and plasma membrane-linked proteins and mediated through glucose- and mannose-derived glycans.53”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [53] 53. Breitling, J. ∙ Aebi, M. N-linked protein glycosylation in the endoplasmic reticulum Cold Spring Harb. Perspect. Biol. 2013; 5:a013359 Crossref Scopus (223) PubMed Google Scholar source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given
    § Abstract

    For all AD and stroke in vivo studies, power calculation was done by an unpaired t-test and each group had > 80% power at alpha level of 0.05.

    “For all AD and stroke in vivo studies, power calculation was done by an unpaired t-test and each group had > 80% power at alpha level of 0.05.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given
    § Abstract

    The surgeon was blinded to treatment and control groups for stereotaxic intracerebroventricular administration of 2-DG.

    “Surgeon was blinded to treatment and control groups.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given
    § Abstract

    Animals were excluded if mean intra-ischemic laser Doppler flowmetry was >30% pre-ischemic baseline.

    “Animals were excluded if mean intra-ischemic laser Doppler flowmetry was >30%pre-ischemic baseline.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductcitation
    § Abstract

    Raw sequencing fastq files were assessed for quality, adapter content and duplication rates with FastQC, trimmed using trim-galore, and aligned to mouse genome mm10 with BWA -mem with default parameters.

    “Raw sequencing fastq files were assessed for quality, adapter content and duplication rates with the FastQC, trimmed using trim-galore (https://github.com/FelixKrueger/TrimGalore) and aligned to mouse genome (mm10) with BWA -mem with default parameters.81”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [81]

      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).

    Study design and conductnone given
    § Abstract

    The sample injection order was randomized.

    “The sample injection order was randomized.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given
    § Abstract

    A false discovery rate (FDR) less than 0.1 was used to define differentially expressed genes.

    “False discovery rate (FDR) less than 0.1 is used to define differentially expressed genes.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Discussion

    Fasting that leads to diminished blood glucose levels also induces ER stress.

    “Indeed, fasting that leads to diminished blood glucose levels also induces ER stress.66”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [66]

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

    • cites [67]

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

  • Classified as probably not a substantial claim.

    Study design and conductown data
    § Abstract

    Adequacy of MCAO was confirmed by monitoring cortical blood flow at the onset of occlusion with laser Doppler flowmetry.

    “Adequacy of MCAO was confirmed by monitoring cortical blood flow at the onset of the occlusion with a laser Doppler flowmetry probe affixed to the skull (Periflux System 5010; Perimed, Sweden).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given
    § Abstract

    All experiments were performed as at least three independent sets.

    “All experiments were performed as at least three independent sets and data were presented as means ± SD or means ± SEM.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data
    § Abstract

    A minimum of 57 million reads were obtained for RNA sequencing.

    “Minimum of 57M reads were obtained.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given
    § Abstract

    All animal procedures were approved by the Weill Cornell Medicine Institutional Animal Care and Use Committee and conducted in accordance with the NIH Guide for the Care and Use of Laboratory Animals and ARRIVE guidelines.

    “All animal procedures were approved by the Weill Cornell Medicine Institutional Animal Care and Use Committee (Animal protocol: 2014-0029) and conducted in accordance with the NIH Guide for the Care and Use of Laboratory Animals and ARRIVE guidelines.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given
    § Abstract

    Body temperature was controlled at 36.5 ± 0.5°C throughout MCAO surgery with warm water pads and a heating lamp.

    “Body temperature was controlled at 36.5 ± 0.5_C throughout MCAO surgery with warm water pads and a heating lamp.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data
    § Abstract

    Genes with at least 5 read events in at least half of samples were permitted into the RNA-seq dataset, yielding 15,787 genes.

    “Genes with at least 5 read events at least half of samples were permitted into the dataset, for a total of 15,787 genes.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation
    § Abstract

    Previous studies have demonstrated that eIF2α phosphorylation can function as a rheostat for learning and memory.

    “Previous studies have demonstrated that eIF2α phosphorylation can function as a rheostat for learning and memory.71”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [71]

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

    • cites [72]

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

    • cites [73]

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

48 of 48
  • The paper relies on this without support.

    The beneficial effects of low glucose, beyond its inducing ketogenesis for cognition and resilience, are relatively understudied.

    “The beneficial effects of low glucose, beyond its inducing ketogenesis for cognition and resilience, are relatively understudied.”
  • The paper relies on this without support.

    2-DG affects energy production by inhibiting glycolytic metabolism, thus reducing pyruvate transport into mitochondria and ATP generation.

    “2-DG affects energy production by inhibiting glycolytic metabolism, thus reducing pyruvate transport into the mitochondria and ATP generation.”
  • The paper relies on this without support.

    eIF2α serine 51 phosphorylation sequesters the guanine nucleotide exchange factor and decreases translational initiation to reduce the number of client proteins in the ER by reducing the ternary initiation complex.

    “eIF2α serine 51 phosphorylation sequesters the guanine nucleotide exchange factor and decreases translational initiation to reduce the number of client proteins in the ER by reducing the ternary initiation complex.”
  • The paper relies on this without support.

    Rate-limiting amounts of the ternary complex paradoxically translate mRNAs, such as ATF4, that contain upstream open reading frames (uORFs) upstream of the ATF4 open reading frame (ORF).

    “Simultaneously, rate-limiting amounts of the ternary complex paradoxically translate mRNAs, such as ATF4, that contain upstream open reading frames (uORFs) upstream of the ATF4 open reading frame (ORF).”
  • The paper relies on this without support.

    Diminished N-linked glycosylation leads to the release of Bip and the disinhibition of PERK.

    “Diminished N-linked glycosylation leads to the release of Bip and the disinhibition of transmembrane protein kinase RNA-activated (PKR)-like ER kinase (PERK).”
  • The paper relies on this without support.

    PERK phosphorylates eIF2α, diminishing global translational initiation but enhancing translation of the transcription factor ATF4.

    “PERK phosphorylates eIF2α, diminishing global translational initiation but enhancing translation of the transcription factor, ATF4.”
  • The paper relies on this without support.

    Incomplete N-glycosylation causes accumulation of misfolded proteins and activation of the ER stress response, which is a component of the integrated stress response.

    “Incomplete N-glycosylation causes accumulation of misfolded proteins and activation of the ER stress response, which is a component of the integrated stress response.”
  • The paper relies on this without support.

    As over 50% of proteins are N-glycosylated, even small changes in glucose availability via 2-DG lead to ER stress.

    “As over 50% of proteins are N-glycosylated, even small changes in glucose availability via 2-DG lead to ER stress.”
  • The paper relies on this without support.

    2-DG crosses the blood-brain barrier.

    “It crosses the blood-brain barrier, as indicated by radiologic studies.”
9 of 9

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.

  • Cell-viability assessment is reported at two different exposure times

    Minor

    The results say live-dead staining showed no increased cell death after 24 hours of 2-DG exposure, but the methods specify a 6-hour exposure for the cell-viability assay.

1 of 1

Cites

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Authors
Kumar, A., Karuppagounder, S. S., Chen, Y., Corona, C., Kawaguchi, R., Cheng, Y., Balkaya, M., Sagdullaev, B. T., Wen, Z., Stuart, C., Cho, S., Ming, G.-L., Tuvikene, J., Timmusk, T., Geschwind, D. H., & Ratan, R. R.
Affiliations
  • Weill Cornell Medicine (US)
  • University of California, Los Angeles (US)
  • Regeneron (United States) (US)
  • Emory University (US)
  • East Tennessee State University (US)
  • University of Pennsylvania (US)
  • Tallinn University of Technology (EE)
Corresponding author
Ratan, Rajiv R.
Venue
Neuron
Publisher
Elsevier BV
Published
2023-09
Volume
111
Issue
18
Pages
2831-2846.e10
ISSN
0896-6273 (ISSN-L)
OpenAlex
W4384301776
Cited by
64
References
87
Citations by year
2026: 16 · 2025: 26 · 2024: 21 · 2023: 1
FWCI
9.41
Type
journal article
Language
en
Open access
Locations
  • Neuron (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion, other-oa)
Funders
  • Dr. Miriam and Sheldon G. Adelson Medical Research Foundation
  • European Commission (2014‐2020, 2020 ‘)
  • Eesti Teadusagentuur (2014-2020, 2014-2020.4.01.15-0012, PRG805)
  • European Regional Development Fund (2014-2020’, 2014-2020.4.01.15-0012)
  • National Institute on Aging (P01AG014930)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Cell Biology › Endoplasmic Reticulum Stress and Disease
  • Health Sciences › Medicine › Physiology › Dietary Effects on Health
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Aging › Genetics, Aging, and Longevity in Model Organisms
Keywords
2-deoxyglucose, glucose restriction, intermittent fasting, endoplasmic reticulum stress, ATF4, N-glycosylation, neuroplasticity, stroke recovery, ischemic stroke, Alzheimer's disease, memory, cognitive resilience, proteostasis, CREB5, PPP3CC, ATF3
MeSH terms
Alzheimer Disease, Deoxyglucose, Glucose, Humans, Ketosis, Brain-Derived Neurotrophic Factor, Stroke, Activating Transcription Factor 4

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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.

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