Cited by 15Alzheimer's disease research and treatmentsMitochondrial Function and PathologyNeuroinflammation and Neurodegeneration Mechanisms

APOE4 Increases Energy Metabolism in APOE-Isogenic iPSC-Derived Neurons

Open access
Budny, Vanessa, Knöpfli, Yannic, Meier, Debora, Zürcher, Kathrin, Bodenmann, Chantal, Peter, Siri L., Müller, Terry, Tardy, Marie +2 more·2024·Cells

Published version of a preprint

Abstract

The apolipoprotein E4 (APOE4) allele represents the major genetic risk factor for Alzheimer’s disease (AD). In contrast, APOE2 is known to lower the AD risk, while APOE3 is defined as risk neutral. APOE plays a prominent role in the bioenergetic homeostasis of the brain, and early-stage metabolic changes have been detected in the brains of AD patients. Although APOE is primarily expressed by astrocytes in the brain, neurons have also been shown as source for APOE. However, the distinct roles of the three APOE isoforms in neuronal energy homeostasis remain poorly understood. In this study, we generated pure human neurons (iN cells) from APOE-isogenic induced pluripotent stem cells (iPSCs), expressing either APOE2, APOE3, APOE4, or carrying an APOE knockout (KO) to investigate APOE isoform-specific effects on neuronal energy metabolism. We showed that endogenously produced APOE4 enhanced mitochondrial ATP production in APOE-isogenic iN cells but not in the corresponding iPS cell line. This effect neither correlated with the expression levels of mitochondrial fission or fusion proteins nor with the intracellular or secreted levels of APOE, which were similar for APOE2, APOE3, and APOE4 iN cells. ATP production and basal respiration in APOE-KO iN cells strongly differed from APOE4 and more closely resembled APOE2 and APOE3 iN cells, indicating a gain-of-function mechanism of APOE4 rather than a loss-of-function. Taken together, our findings in APOE isogenic iN cells reveal an APOE genotype-dependent and neuron-specific regulation of oxidative energy metabolism.

AI snapshot

Written from the paper’s full text.

TL;DR

Using APOE-isogenic human iPSC-derived neurons (iN cells), this study finds that endogenous APOE4 increases mitochondrial ATP production and respiration compared with APOE2, APOE3, and APOE-KO neurons, while APOE-KO cells resemble APOE2/APOE3. The effect is neuron-specific, not seen in the corresponding iPSC lines, and appears to reflect an APOE4 gain-of-function rather than loss-of-function.

Key findings

  • APOE4 iN cells had significantly higher mitochondrial ATP production than APOE2, APOE3, and APOE-KO iN cells; no APOE genotype effect on mitochondrial ATP production was found in iPSCs.
  • APOE4 cells showed the highest glycolytic ATP production in both iPSCs and iN cells, and total ATP production was highest in APOE4 cells; APOE4 iN cells differed significantly from all other iN cell lines.
  • iPSCs gained most energy through glycolysis (approx. 60% of total ATP as glycoATP), whereas iN cells mainly relied on oxidative phosphorylation (approx. 70% of total ATP as mitoATP).
  • APOE4 iN cells showed the highest basal and maximal respiration, with significant differences only versus APOE-KO iN cells; spare respiratory capacity was highest in APOE2 iPSCs and iN cells. APOE-KO iN cells resembled APOE2 and APOE3 rather than APOE4, supporting a gain-of-function mechanism.

Methods

  • APOE-isogenic iPSC lines BIONi010-C3 (APOE-KO), BIONi010-C6 (APOE2), BIONi010-C2 (APOE3), and BIONi010-C4 (APOE4) were differentiated into iN cells by lentiviral Ngn2 overexpression and analyzed at days 21–22.
  • Energy metabolism was measured with Seahorse ATP Rate and Mito Stress assays; APOE levels were measured by MSD immunoassay, immunoblotting, qRT-PCR, and immunocytochemistry.
  • Statistical analysis used GraphPad Prism 10 with Shapiro–Wilk and Kolmogorov–Smirnov normality tests, ROUT outlier detection, one-way ANOVA with Tukey or Kruskal–Wallis with Dunn’s multiple comparisons, and p < 0.05 as significant.

Limitations

  • Stated: the study “only scratches the surface” of human neuronal energy metabolism in APOE genotypes; mechanistic basis of APOE4-mediated increased energy production needs further investigation, especially comparing early and late time points.
  • Stated: the study used glutamatergic neurons only, while inhibitory neurons express higher APOE4 levels and may be relevant to AD progression; future work should include wider neuronal subtypes and iPSC-derived astrocytes from the same isogenic lines.
  • Evident from the text: Seahorse assays were performed at a single early differentiation time point (days 21–22), and the authors note that APOE effects may switch from hypermetabolism to hypometabolism with age/pathology, so the findings may not capture later disease stages.

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

Integrity signals

Registry

Crossref · 10.3390/cells13141207

Cites

52 of 52 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

70 of 78 cited sources checked · 30 supported · 4 flagged · accuracy not yet measured

  • Premisecitation

    Previous studies have already linked APOE4 to increased (hyper-)metabolism in young individuals.

    “However, previous studies have already linked APOE4 to increased (hyper-)metabolism in young individuals.”
    Quote in the paperSubstantial claim5 of 5 sources checked
    • cites [44] Dennis, 2010, Temporal Lobe Functional Activity and Connectivity in Young Adult APOE Varepsilon4 Carriers, Alzheimer’s Dement. source

      The Discussion reports greater memory-encoding-related hippocampal activity in young adult APOE ε4 carriers than in non-carriers and cites a similar finding in another young-adult study. The paper measures fMRI activity, however, not metabolism; its findings do not establish hypermetabolism. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [45] Filippini, 2009, Distinct Patterns of Brain Activity in Young Carriers of the APOE-Epsilon4 Allele, Proc. Natl. Acad. Sci. USA source

      The Abstract reports reduced resting glucose metabolism in young and middle-aged APOE ε4 carriers, contrary to the claim of increased metabolism. The paper does find increased BOLD activation in young carriers, but it distinguishes brain activation from glucose metabolism. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
    • cites [46] Bookheimer, 2000, Patterns of Brain Activation in People at Risk for Alzheimer’s Disease, N. Engl. J. Med. source

      The introduction (p. 451) says PET studies found deficits, not increases, in resting glucose metabolism among middle-aged APOE4 carriers. The Results report greater task-related fMRI activation in participants aged 47–82, which is not evidence of hypermetabolism in young individuals. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
    • cites [47] Venzi, 2017, Differential Effect of APOE Alleles on Brain Glucose Metabolism in Targeted Replacement Mice: An [18F]FDG-μPET Study, J. Alzheimer’s Dis. Rep. source

      The Introduction reports reduced brain metabolism in APOE4 carriers aged 20–39, not increased metabolism. The Discussion reports hypermetabolism only in APOE4-targeted replacement mice at 15 months; at the first measurement, 3 months, there was no genotype effect on brain glucose metabolism. No page numbers are available in our copy. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
    • cites [48] Nuriel, 2017, Neuronal Hyperactivity Due to Loss of Inhibitory Tone in APOE4 Mice Lacking Alzheimer’s Disease-like Pathology, Nat. Commun. source

      The Results section (‘Hypermetabolism in the hippocampal formation of APOE4 mice’; page unavailable) reports no significant metabolic difference in young APOE4 versus APOE3 mice. It finds increased cerebral blood volume, an indicator of metabolism, only in the older APOE4 mice. The Introduction mentions increased imaging responses in some human APOE4 carriers but does not establish the claimed finding in young individuals. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
  • Premisecitation

    Cellular functions or expression of several disease-relevant proteins, including APOE, may strongly differ between rodent and human neuronal cells.

    “as cellular functions or expression of several disease-relevant proteins, including APOE, may strongly differ between rodent and human neuronal cells [11].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [11] Tackenberg, 2019, Alzheimer’s in a Dish—Induced Pluripotent Stem Cell-Based Disease Modeling, Transl. Neurodegener. source

      The Alzheimer’s disease pathophysiology section says human glia differ structurally and functionally from murine glia, and its APOE subsection discusses ApoE expression and effects in neural models (page not available in our copy). It does not say that APOE or other disease-relevant proteins differ in function or expression between rodent and human neuronal cells; the species comparison concerns glia, not neurons. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Premisecitation

    Studies in young adults, before the onset of a pathology, showed that APOE4 carriers display hypermetabolism and hyperactivity in distinct brain regions, such as the hippocampus, entorhinal cortex, and cortical regions.

    “Studies in young adults, before the onset of a pathology, showed that APOE4 carriers display hypermetabolism and hyperactivity in distinct brain regions, such as the hippocampus, entorhinal cortex, and cortical regions [44,45,46].”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites [44] Dennis, 2010, Temporal Lobe Functional Activity and Connectivity in Young Adult APOE Varepsilon4 Carriers, Alzheimer’s Dement. source

      The Discussion (page not provided) reports greater memory-encoding activity in the hippocampus and parahippocampal gyrus of healthy young adult APOE ε4 carriers. It does not establish hypermetabolism or greater activity in the entorhinal cortex or other cortical regions; it instead reports reduced connectivity with other task-associated cortical regions. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [45] Filippini, 2009, Distinct Patterns of Brain Activity in Young Carriers of the APOE-Epsilon4 Allele, Proc. Natl. Acad. Sci. USA source

      The Abstract and Discussion report increased resting coactivation and greater hippocampal activation during memory encoding in healthy young APOE ε4 carriers, including activity in a network with cortical regions. They do not establish increased entorhinal activation or hypermetabolism: the Abstract instead describes prior reports of reduced resting glucose metabolism, and the Discussion reports no difference in resting brain perfusion between the study groups. Page numbers are unavailable in our copy. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
    • cites [46] Bookheimer, 2000, Patterns of Brain Activation in People at Risk for Alzheimer’s Disease, N. Engl. J. Med. source

      The Results and Discussion report greater memory-task activation in APOE e4 carriers in hippocampal and cortical regions. But the studied participants were 47–82 years old, not young adults; the study measured functional MRI activation, not hypermetabolism, and does not identify increased activation in the entorhinal cortex. The paper's background discussion instead describes glucose-metabolism deficits in middle-aged carriers (p. 451). (LLM, conf=0.89)

      Experimental — accuracy not yet measured
  • Premisecitation

    In N2A cells, no glycolytic difference between APOE2, APOE3, and APOE4 cells at an early stage could be observed.

    “In N2A cells, no glycolytic difference between APOE2, -E3, and -E4 cells at an early stage could be observed.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [28] Zhang, X., Wu, L., Swerdlow, R.H., and Zhao, L. (2023). Opposing Effects of ApoE2 and ApoE4 on Glycolytic Metabolism in Neuronal Aging Supports a Warburg Neuroprotective Cascade against Alzheimer’s Disease. Cells, 12. source
  • Premisecitation

    A previous study showed altered levels of ETC complexes in iN cells from AD patients in the absence of fusion and fission alterations.

    “This is in agreement with a previous study showing altered levels of ETC complexes in iN cells from AD patients in the absence of fusion and fission alterations [14], suggesting that human iN cell fusion and fission are stable mechanisms that are not affected by other mitochondrial dysfunctions.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [14] Birnbaum, 2018, Oxidative Stress and Altered Mitochondrial Protein Expression in the Absence of Amyloid-Beta and Tau Pathology in iPSC-Derived Neurons from Sporadic Alzheimer’s Disease Patients, Stem Cell Res. source

      The Results (Fig. 3) report altered oxidative-phosphorylation complex subunit levels in AD-derived iN cells and generally unchanged levels of the fusion and fission markers examined. However, they also report lower OPA1 mRNA, a fusion marker, in AD2 cells. Thus the claim's unqualified absence of fusion alterations omits an exception. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim. 44
  • May combine two claims. 38
  • Classified as probably not a substantial claim.

    Premisecitation

    APOE4 is the major genetic risk factor for Alzheimer's disease.

    “The apolipoprotein E4 (APOE4) allele represents the major genetic risk factor for Alzheimer’s disease (AD).”
    • Also stated in: § 1. Introduction · boosted
      “Among them, the APOE4 allele represents the strongest risk factor.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [2] Andrews, S.J., Renton, A.E., Fulton-Howard, B., Podlesny-Drabiniok, A., Marcora, E., and Goate, A.M. (2023). The Complex Genetic Architecture of Alzheimer’s Disease: Novel Insights and Future Directions. eBioMedicine, 90. source

      The section on Alzheimer’s disease genetics in diverse populations reports that APOE was the only locus to reach genome-wide significance in one study, and the section on microglial efferocytosis discusses APOE4’s disease-related effects. These passages support APOE4’s importance, but our copy does not explicitly establish that the APOE4 allele is the major genetic risk factor for AD overall. (LLM, conf=0.78)

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

    Premisecitation

    APOE is primarily expressed by astrocytes in the brain, but neurons have also been shown as a source for APOE.

    “Although APOE is primarily expressed by astrocytes in the brain, neurons have also been shown as source for APOE.”
    • Also stated in: § 1. Introduction · plain
      “In the brain, APOE is mainly expressed by astrocytes, but also microglia and neurons have been shown to secrete APOE.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [4] Blumenfeld, 2024, Cell Type-Specific Roles of APOE4 in Alzheimer Disease, Nat. Rev. Neurosci. source
  • May combine two claims.

    Premisecitation

    Hexokinase (HK) expression is decreased in APOE4 cells with higher passages, whereas APOE2 and APOE3 showed stable expression of HK over time.

    “This effect could also be observed for hexokinase (HK) expression, which is decreased in APOE4 cells with higher passages, whereas APOE2 and APOE3 showed stable expression of HK over time [28].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [28] Zhang, X., Wu, L., Swerdlow, R.H., and Zhao, L. (2023). Opposing Effects of ApoE2 and ApoE4 on Glycolytic Metabolism in Neuronal Aging Supports a Warburg Neuroprotective Cascade against Alzheimer’s Disease. Cells, 12. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Qi and colleagues suggested a cell-type-specific APOE effect on glycolysis, showing reduced ATP levels and glycolysis in primary hippocampal neurons and increased glycolytic rates and ATP production in astrocytes.

    “Qi and colleagues suggested a cell-type-specific APOE effect on glycolysis, showing reduced ATP levels and glycolysis in primary hippocampal neurons and increased glycolytic rates and ATP production in astrocytes [29].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [29] Qi, 2021, ApoE4 Impairs Neuron-Astrocyte Coupling of Fatty Acid Metabolism, Cell Rep. source

      The Results sections on ApoE4 neurons and astrocytic fatty-acid degradation report lower cellular ATP in E4 neurons and higher glycolytic rates and ATP levels in E4 astrocytes. The paper reports reduced neuronal glucose uptake and glucose-dependent oxidative phosphorylation, but does not establish reduced glycolysis in primary hippocampal neurons as a direct ApoE4 effect. It measures higher astrocyte ATP levels, not ATP production rates; page numbers are unavailable in our copy. (LLM, conf=0.86)

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

    Interpretationcitation

    An early hypermetabolism may drive AD pathology, including amyloid production and aggregation as well as tau phosphorylation and accumulation, which leads to neurodegeneration.

    “The reason may be that an early hypermetabolism drives AD pathology, including amyloid production and aggregation as well as tau phosphorylation and accumulation, which leads to neurodegeneration [48].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [48] Nuriel, 2017, Neuronal Hyperactivity Due to Loss of Inhibitory Tone in APOE4 Mice Lacking Alzheimer’s Disease-like Pathology, Nat. Commun. source

      The Discussion proposes that APOE4-associated hyperactivity may drive Aβ and tau accumulation, followed by neurodegeneration, and reports that increased neuronal activity raises Aβ production. It does not specifically link hyperactivity to tau phosphorylation or establish that it causes amyloid aggregation. The proposed sequence is a hypothesis, not a demonstrated outcome in these mice. (LLM, conf=0.88)

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

    Premisecitation

    APOE4 primary hippocampal neurons from mice showed lower maximal respiration and spare respiratory capacity ratios, as well as lower mitochondrial membrane potential, reduced expression of complex subunits, and reduced ATP levels.

    “APOE4 primary hippocampal neurons from mice showed lower maximal respiration and spare respiratory capacity ratios, as well as lower mitochondrial membrane potential, reduced expression of complex subunits, and reduced ATP levels. [29].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [29] Qi, 2021, ApoE4 Impairs Neuron-Astrocyte Coupling of Fatty Acid Metabolism, Cell Rep. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Many contradictory results on the impact of APOE on energy metabolism have been published.

    “In general, many contradictory results on the impact of APOE on energy metabolism have been published.”
    Quote in the paperNot a substantial claim5 of 5 sources checked
    • cites [28] Zhang, X., Wu, L., Swerdlow, R.H., and Zhao, L. (2023). Opposing Effects of ApoE2 and ApoE4 on Glycolytic Metabolism in Neuronal Aging Supports a Warburg Neuroprotective Cascade against Alzheimer’s Disease. Cells, 12. source
    • cites [39] Fang, 2021, APOE4 Genotype Exacerbates the Depression-like Behavior of Mice during Aging through ATP Decline, Transl. Psychiatry source

      The Introduction describes reports of reduced brain glucose metabolism in APOE ε4 carriers, and the Results and Discussion describe this study’s age- or culture-dependent findings. None of those passages says that many published findings on APOE and energy metabolism contradict one another; searches for contradictory or inconsistent findings did not locate such a discussion. (LLM, conf=0.72)

      Experimental — accuracy not yet measured
    • cites [40] Lee, 2023, ApoE4-Dependent Lysosomal Cholesterol Accumulation Impairs Mitochondrial Homeostasis and Oxidative Phosphorylation in Human Astrocytes, Cell Rep. source

      The Introduction describes altered metabolism in ApoE4 carriers and says its causal relationship with glucose metabolism remains elusive. The Results report findings consistent with previous studies, but the passages found do not say that many published results on APOE and energy metabolism contradict one another. I searched for contradictory or conflicting findings and comparisons with previous studies. (LLM, conf=0.73)

      Experimental — accuracy not yet measured
    • cites [41] Farmer, 2021, APOΕ4 Lowers Energy Expenditure in Females and Impairs Glucose Oxidation by Increasing Flux through Aerobic Glycolysis, Mol. Neurodegener. source

      The Background discusses prior findings on APOE and metabolism but does not describe them as contradictory. A search for conflicting or inconsistent results found no passage in our copy establishing that many contradictory findings have been published. (LLM, conf=0.72)

      Experimental — accuracy not yet measured
    • cites [42] Sonntag, 2017, Late-Onset Alzheimer’s Disease Is Associated with Inherent Changes in Bioenergetics Profiles, Sci. Rep. source

      The Discussion (page unavailable) says Apoε4 has been implicated in damaging the oxidative system, but does not say that published findings on APOE and energy metabolism are contradictory. Searches for contradictory or inconsistent APOE findings found no passage addressing that point. (LLM, conf=0.72)

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

    Premisecitation

    APOE-dependent alterations in mitochondrial fusion/fission protein levels have been shown in other studies; however, those were contradictory.

    “In contrast, APOE-dependent alterations in mitochondrial fusion/fission protein levels have been shown in other studies; however, those were contradictory.”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [37] Wang, 2008, Dynamin-like Protein 1 Reduction Underlies Mitochondrial Morphology and Distribution Abnormalities in Fibroblasts from Sporadic Alzheimer’s Disease Patients, Am. J. Pathol. source

      The section on wild-type and Swedish-mutant APP reports reduced DLP1 levels after APP overexpression, not APOE-dependent changes. The passages on mitochondrial fission and fusion do not report contradictory findings from other studies. Searches for APOE-dependent effects and apolipoprotein E genotype found no passage addressing either part of the claim. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
    • cites [38] Yin, 2020, Effect of ApoE Isoforms on Mitochondria in Alzheimer Disease, Neurology source

      The Results (p. e2406) report lower levels of the fusion/fission proteins MFN1, MFN2, and DLP1 in ApoE-ε4 carriers than in noncarriers. This supports APOE-dependent alterations, but the paper presents them as its own findings; the passages reviewed do not establish that other studies found contradictory results. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [33] Orr, 2019, Neuronal Apolipoprotein E4 Expression Results in Proteome-Wide Alterations and Compromises Bioenergetic Capacity by Disrupting Mitochondrial Function, J. Alzheimer’s Dis. source

      The Results (Fig. 9; page unavailable) and Discussion report that apoE4 altered levels of mitochondrial fusion/fission proteins in this study. They do not say that other studies found such alterations or that those studies contradicted one another. (LLM, conf=0.84)

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

    Premisecitation

    OPA1 appears as two bands, L-OPA1 and S-OPA1, which cooperate during mitochondrial fusion.

    “Both isoforms have been described to cooperate during mitochondrial fusion [16] and were quantified together.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [16] Ge, 2020, Two Forms of Opa1 Cooperate to Complete Fusion of the Mitochondrial Inner-Membrane, eLife source
  • May combine two claims.

    Premisecitation

    In astrocytes from the same iPSC lines, APOE-KO astrocytes showed a similar response in glutamate and Aβ uptake, cholesterol, and lipid metabolism, as well as an inflammatory response to APOE2 but not to APOE4 astrocytes.

    “This was also observed in astrocytes from the same iPSC lines, where APOE-KO astrocytes showed a similar response in glutamate and Aβ uptake, cholesterol, and lipid metabolism, as well as an inflammatory response to APOE2 but not to APOE4 astrocytes [13].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [13] Kirschner, 2022, APOE2, E3, and E4 Differentially Modulate Cellular Homeostasis, Cholesterol Metabolism, and Inflammatory Response in Isogenic iPSC-Derived Astrocytes, Stem Cell Rep. source

      The Results and Discussion sections on homeostatic functions report that APOE-KO and APOE2 astrocytes had similar glutamate uptake and an Aβ42 uptake pattern distinct from APOE4. The Results on cholesterol and lipid metabolism show a mixed picture: some protein levels were similar in KO and E2, but cellular and total cholesterol were similar in KO and E4, not E2. The inflammatory-response Results report lower cytokine release in KO than E2 after stimulation, although both were less affected than E4. Page numbers were not available in our copy. (LLM, conf=0.88)

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

    Premisecitation

    Astrocytic APOE makes up 75-80% of total brain APOE while neurons contribute 15-20%.

    “Studies on the selective removal of APOE from the mouse brain indicated that astrocytic APOE makes up 75–80% of total brain APOE while neurons contribute 15–20% [4].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [4] Blumenfeld, 2024, Cell Type-Specific Roles of APOE4 in Alzheimer Disease, Nat. Rev. Neurosci. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Neuronal APOE4 expression reduced the levels of mitochondrial respiratory complex subunits compared to APOE3 neurons.

    “Neuronal APOE4 expression reduced the levels of mitochondrial respiratory complex subunits compared to APOE3 neurons [32,33].”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [32] Chen, 2011, Apolipoprotein E4 Domain Interaction Mediates Detrimental Effects on Mitochondria and Is a Potential Therapeutic Target for Alzheimer Disease, J. Biol. Chem. source
    • cites [33] Orr, 2019, Neuronal Apolipoprotein E4 Expression Results in Proteome-Wide Alterations and Compromises Bioenergetic Capacity by Disrupting Mitochondrial Function, J. Alzheimer’s Dis. source
  • May combine two claims.

    Interpretationcitation

    Human iN cell fusion and fission are stable mechanisms that are not affected by other mitochondrial dysfunctions.

    “This is in agreement with a previous study showing altered levels of ETC complexes in iN cells from AD patients in the absence of fusion and fission alterations [14], suggesting that human iN cell fusion and fission are stable mechanisms that are not affected by other mitochondrial dysfunctions.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [14] Birnbaum, 2018, Oxidative Stress and Altered Mitochondrial Protein Expression in the Absence of Amyloid-Beta and Tau Pathology in iPSC-Derived Neurons from Sporadic Alzheimer’s Disease Patients, Stem Cell Res. source

      The Results report altered oxidative phosphorylation complex composition without changes in most measured fusion and fission markers in the AD patient-derived iN cells. They also report lower OPA1 mRNA in one patient cell line. These observations do not establish that fusion and fission are generally stable mechanisms unaffected by other mitochondrial dysfunctions. (LLM, conf=0.86)

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

    Premisecitation

    Astrocytes secrete approx. 50-60% of the APOE they produce, while neurons retain most APOE intracellularly and only secrete approx. 10%.

    “Astrocytes secrete approx. 50–60% of the APOE they produce, while neurons retain most APOE intracellularly and only secrete approx. 10% [5,6]”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [5] Lanfranco, 2021, Expression and Secretion of apoE Isoforms in Astrocytes and Microglia during Inflammation, Glia source

      The Results section (‘ApoE species differ between astrocytes and microglia’; page unavailable) reports that astrocytes secreted 50–60% of the apoE they produced. The paper studies astrocytes and microglia, not neuronal secretion; its Discussion mentions apoE expression in injured neurons but gives no evidence that neurons retain most apoE or secrete approximately 10%. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
    • cites [6] Harris, 2004, Astroglial Regulation of Apolipoprotein E Expression in Neuronal Cells. Implications for Alzheimer’s Disease, J. Biol. Chem. source

      The passage accompanying Fig. 6 reports that approximately 10% of apoE produced by mouse primary cortical neurons was secreted during 24 hours, supporting the neuronal part of the claim. It reports that more than 60% of apoE produced by mouse primary astrocytes was secreted, rather than approximately 50–60%. The measurements are from cultured mouse cells. (LLM, conf=0.88)

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

    Premisecitation

    Mitochondrial fusion is particularly important in respiratory active cells, such as neurons.

    “Mitochondrial fusion is particularly important in respiratory active cells, such as neurons [36].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [36] Westermann, 2012, Bioenergetic Role of Mitochondrial Fusion and Fission, Biochim. Biophys. Acta (BBA)—Bioenerg. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    MFN1, MFN2, OPA1, and FIS1 levels were decreased in the brains and neurons of AD patients and APOE4 carriers.

    “MFN1, MFN2, OPA1, and FIS1 levels were decreased in the brains and neurons of AD patients and APOE4 carriers [37,38], whereas APOE4 N2A cells expressed higher levels of fission and fusion proteins than APOE3 N2A cells [33].”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [37] Wang, 2008, Dynamin-like Protein 1 Reduction Underlies Mitochondrial Morphology and Distribution Abnormalities in Fibroblasts from Sporadic Alzheimer’s Disease Patients, Am. J. Pathol. source

      The “DLP1 Level Change in sAD Fibroblasts” section reports reduced DLP1 but no significant change in OPA1 in fibroblasts. Our copy does not report MFN1, MFN2, OPA1, or FIS1 levels in AD brains or neurons or in APOE4 carriers (searched for the named proteins, brain, neurons, and APOE4). The fibroblast result does not establish or contradict the claimed findings in those other populations. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites [38] Yin, 2020, Effect of ApoE Isoforms on Mitochondria in Alzheimer Disease, Neurology source

      The Results (pp. e2406–e2407, Figure 1) report lower MFN1 and MFN2 levels in postmortem middle temporal gyrus tissue from APOE4 carriers than noncarriers, and from patients with AD than cognitively normal controls. The paper measured DLP1, not OPA1 or FIS1, and does not report these findings in isolated neurons. (LLM, conf=0.90)

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

    Premisecitation

    Reprogramming into iPSCs results in a glycolytic signature.

    “This aligns with earlier studies showing that the process of reprograming into iPSCs results in a glycolytic signature [23].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [23] Varum, S., Rodrigues, A.S., Moura, M.B., Momcilovic, O., Easley, C.A., Ramalho-Santos, J., Van Houten, B., and Schatten, G. (2011). Energy Metabolism in Human Pluripotent Stem Cells and Their Differentiated Counterparts. PLoS ONE, 6. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Some studies found that APOE4 reduced glycolysis, whereas others observed a shift from oxidative to glycolytic metabolism in APOE4 cells with higher glycolytic activity in APOE4 than APOE3.

    “Some studies found that APOE4 reduced glycolysis [28,39], whereas others observed a shift from oxidative to glycolytic metabolism in APOE4 cells with higher glycolytic activity in APOE4 than APOE3 [40,41,42].”
    Quote in the paperNot a substantial claim5 of 5 sources checked
    • cites [28] Zhang, X., Wu, L., Swerdlow, R.H., and Zhao, L. (2023). Opposing Effects of ApoE2 and ApoE4 on Glycolytic Metabolism in Neuronal Aging Supports a Warburg Neuroprotective Cascade against Alzheimer’s Disease. Cells, 12. source
    • cites [39] Fang, 2021, APOE4 Genotype Exacerbates the Depression-like Behavior of Mice during Aging through ATP Decline, Transl. Psychiatry source
    • cites [40] Lee, 2023, ApoE4-Dependent Lysosomal Cholesterol Accumulation Impairs Mitochondrial Homeostasis and Oxidative Phosphorylation in Human Astrocytes, Cell Rep. source
    • cites [41] Farmer, 2021, APOΕ4 Lowers Energy Expenditure in Females and Impairs Glucose Oxidation by Increasing Flux through Aerobic Glycolysis, Mol. Neurodegener. source
    • cites [42] Sonntag, 2017, Late-Onset Alzheimer’s Disease Is Associated with Inherent Changes in Bioenergetics Profiles, Sci. Rep. source

      The Results (Bioenergetics Parameters Related to Energy Production and Glycolysis; page unavailable) report evidence of a shift from oxidative phosphorylation toward glycolysis in late-onset Alzheimer’s disease fibroblasts, with elevated lactate relative to controls. The paper does not establish that this shift occurs specifically in APOE4 cells or that their glycolytic activity exceeds that of APOE3 cells. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing).

    Premisecitation

    Elevated glycolysis has been viewed as a potential compensatory response to mitochondrial dysfunction after exposure to AD plasma, serving as an early indicator of cellular energy deficiency.

    “Elevated glycolysis has been viewed as a potential compensatory response to mitochondrial dysfunction after exposure to AD plasma, serving as an early indicator of cellular energy deficiency [26,27].”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [26] Jayasena, T., Poljak, A., Braidy, N., Smythe, G., Raftery, M., Hill, M., Brodaty, H., Trollor, J., Kochan, N., and Sachdev, P. (2015). Upregulation of Glycolytic Enzymes, Mitochondrial Dysfunction and Increased Cytotoxicity in Glial Cells Treated with Alzheimer’s Disease Plasma. PLoS ONE, 10. source

      The Discussion (page unavailable) describes increased glycolysis after AD-plasma exposure as a possible compensation for compromised mitochondrial function, and the Results report impaired respiration alongside increased glycolysis in microglial cells. The paper does not identify elevated glycolysis as an early indicator of cellular energy deficiency; its separate reference to early events concerns mitochondrial dysfunction and altered energy metabolism in AD more broadly. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [27] Zhang, X., Alshakhshir, N., and Zhao, L. (2021). Glycolytic Metabolism, Brain Resilience, and Alzheimer’s Disease. Front. Neurosci., 15. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    APOE4 N2A cells expressed higher levels of fission and fusion proteins than APOE3 N2A cells.

    “MFN1, MFN2, OPA1, and FIS1 levels were decreased in the brains and neurons of AD patients and APOE4 carriers [37,38], whereas APOE4 N2A cells expressed higher levels of fission and fusion proteins than APOE3 N2A cells [33].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [33] Orr, 2019, Neuronal Apolipoprotein E4 Expression Results in Proteome-Wide Alterations and Compromises Bioenergetic Capacity by Disrupting Mitochondrial Function, J. Alzheimer’s Dis. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Early-stage metabolic changes have been detected in the brains of AD patients.

    “early-stage metabolic changes have been detected in the brains of AD patients”
    • Also stated in: § 1. Introduction · plain
      “alterations in the consumption of glucose as well as deficits in mitochondrial functions are hallmarks of AD [8]”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [8] Yin, 2016, Energy Metabolism and Inflammation in Brain Aging and Alzheimer’s Disease, Free Radic. Biol. Med. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A recent study showed that APP KI mice display mitochondrial hypermetabolism before the onset of any pathology.

    “This is further supported by a recent study showing that APP KI mice display mitochondrial hypermetabolism before the onset of any pathology.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [49] Naia, 2023, Mitochondrial Hypermetabolism Precedes Impaired Autophagy and Synaptic Disorganization in App Knock-in Alzheimer Mouse Models, Mol. Psychiatry source

      The Introduction (page not provided) reports mitochondrial hypermetabolism in App knock-in mice before the establishment of Aβ pathology, and the Discussion describes it as preceding neuroinflammation and autophagic decline. The source does not establish that it occurs before *any* pathology; it describes altered energy metabolism as an early-stage pathological change. (LLM, conf=0.87)

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

    Premisecitation

    Earlier studies showed increased oxidative stress mechanisms and ROS production as well as upregulation of mitochondrial respiratory complexes in iPSC-derived neurons from sporadic AD patients, even in the absence of changes in Aβ or tau and p-tau levels.

    “This aligns with earlier studies showing increased oxidative stress mechanisms and ROS production as well as upregulation of mitochondrial respiratory complexes in iPSC-derived neurons from sporadic AD patients, even in the absence of changes in Aβ or tau and p-tau levels [14].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [14] Birnbaum, 2018, Oxidative Stress and Altered Mitochondrial Protein Expression in the Absence of Amyloid-Beta and Tau Pathology in iPSC-Derived Neurons from Sporadic Alzheimer’s Disease Patients, Stem Cell Res. source

      Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

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

    Premisecitation

    Some studies indicated mitochondrial downregulation and decreased ATP production, contrary to the authors' findings of mitochondrial upregulation and enhanced ATP production in APOE4 cells.

    “However, contrary to our findings of mitochondrial upregulation and enhanced ATP production in APOE4 cells, some studies indicated mitochondrial downregulation and decreased ATP production.”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [29] Qi, 2021, ApoE4 Impairs Neuron-Astrocyte Coupling of Fatty Acid Metabolism, Cell Rep. source
    • cites [32] Chen, 2011, Apolipoprotein E4 Domain Interaction Mediates Detrimental Effects on Mitochondria and Is a Potential Therapeutic Target for Alzheimer Disease, J. Biol. Chem. source

      The Results section (page not provided) reports lower levels of mitochondrial respiratory complexes and reduced respiratory capacity in apoE4-expressing cells, supporting mitochondrial downregulation. The paper does not report a direct measurement of decreased ATP production; its measurements of ATP synthase subunits do not establish that part of the claim. The citing authors’ contrasting findings are their own, not attributed to this source. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [33] Orr, 2019, Neuronal Apolipoprotein E4 Expression Results in Proteome-Wide Alterations and Compromises Bioenergetic Capacity by Disrupting Mitochondrial Function, J. Alzheimer’s Dis. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    APOE4 expression in N2A cells decreased the enzymatic activity of complex IV.

    “APOE4 expression in N2A cells decreased the enzymatic activity of complex IV [32].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [32] Chen, 2011, Apolipoprotein E4 Domain Interaction Mediates Detrimental Effects on Mitochondria and Is a Potential Therapeutic Target for Alzheimer Disease, J. Biol. Chem. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Neuron-specific proteolysis of APOE4, resulting in APOE4 fragments in the cytosol, caused toxic effects such as tau phosphorylation, alterations in cytoskeleton, and mitochondrial dysfunctions.

    “Neuron-specific proteolysis of APOE4, resulting in APOE4 fragments in the cytosol, caused toxic effects such as tau phosphorylation, alterations in cytoskeleton, and mitochondrial dysfunctions [34,35].”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [34] Mahley, R.W. (2023). Apolipoprotein E4 Targets Mitochondria and the Mitochondria-Associated Membrane Complex in Neuropathology, Including Alzheimer’s Disease. Curr. Opin. Neurobiol., 79. source
    • cites [35] Mahley, 2012, Apolipoprotein e Sets the Stage: Response to Injury Triggers Neuropathology, Neuron source

      The sections on ApoE fragments entering the cytosol and on mitochondrial dysfunction link neuron-generated fragments to cytosolic entry and mitochondrial toxicity. The neurotoxic-effects section reports hyperphosphorylated tau in mice expressing truncated apoE4. However, the cytoskeletal-disruption findings in the neuronal-cytoskeleton section concern apoE4 exposure or expression, not specifically cytosolic apoE4 fragments, so that causal link is not established for every listed effect. (LLM, conf=0.83)

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

    Interpretationcitation

    Mitochondrial dysfunction is involved in early AD pathology.

    “APOE4 carriers show mitochondrial dysfunction in brain areas associated with AD even before the onset of amyloid or tau pathology or cognitive changes, indicating that mitochondrial dysfunction is involved in early AD pathology [31].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [31] Valla, 2010, Reduced Posterior Cingulate Mitochondrial Activity in Expired Young Adult Carriers of the APOE Ε4 Allele, the Major Late-Onset Alzheimer’s Susceptibility Gene, J. Alzheimer’s Dis. source

      The Abstract reports reduced mitochondrial cytochrome oxidase activity in young APOE ε4 carriers’ posterior cingulate cortex, generally without detectable amyloid or tau pathology. But it identifies one carrier who did have both, and says mitochondrial mechanisms *may contribute* to AD predisposition; it does not establish that dysfunction is involved in early AD pathology. (LLM, conf=0.86)

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

    Premisecitation

    If and how neuronal APOE mediates AD pathophysiology remains unclear.

    “However, if and how neuronal APOE mediated AD pathophysiology remains unclear [7].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [7] Zhang, L., Xia, Y., and Gui, Y. (2023). Neuronal ApoE4 in Alzheimer’s Disease and Potential Therapeutic Targets. Front. Aging Neurosci., 15. source

      The Abstract says that how neuronal ApoE4 mediates AD pathology remains unclear. But it also says neuronal ApoE4 induces Aβ and tau pathologies, so it does not present whether it contributes at all as unclear. The claim also broadens ApoE4 to neuronal APOE generally. (LLM, conf=0.87)

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

    Interpretationown data

    The authors' results support the increase in glycolytic enzymes observed in frontal cortex lysate of AD patients and in glial cells after treatment with AD plasma.

    “These results support the increase in glycolytic enzymes that has been observed in the frontal cortex lysate of AD patients as well as glial cells after treatment with AD plasma [25,26].”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [25] Soucek, 2003, The Regulation of Glucose Metabolism by HIF-1 Mediates a Neuroprotective Response to Amyloid Beta Peptide, Neuron source
    • cites [26] Jayasena, T., Poljak, A., Braidy, N., Smythe, G., Raftery, M., Hill, M., Brodaty, H., Trollor, J., Kochan, N., and Sachdev, P. (2015). Upregulation of Glycolytic Enzymes, Mitochondrial Dysfunction and Increased Cytotoxicity in Glial Cells Treated with Alzheimer’s Disease Plasma. PLoS ONE, 10. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Upon increasing pathologies, the brain shifted to a state of hypometabolism.

    “Upon increasing pathologies, the brain shifted to a state of hypometabolism [49].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [49] Naia, 2023, Mitochondrial Hypermetabolism Precedes Impaired Autophagy and Synaptic Disorganization in App Knock-in Alzheimer Mouse Models, Mol. Psychiatry source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The proportion of inhibitory interneurons could be correlated with AD disease progression.

    “However, it has been shown that inhibitory neurons express higher levels of APOE4, and the proportion of inhibitory interneurons could be correlated with AD disease progression [4,34,48]”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites [4] Blumenfeld, 2024, Cell Type-Specific Roles of APOE4 in Alzheimer Disease, Nat. Rev. Neurosci. source

      The ‘APOE4 in Disease-associated neuronal subtypes’ section reports that AD progression was related to the proportion of neurons—especially inhibitory interneurons—expressing high levels of APOE. The claim omits that expression qualifier: the passage does not establish a correlation with the proportion of all inhibitory interneurons. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites [34] Mahley, R.W. (2023). Apolipoprotein E4 Targets Mitochondria and the Mitochondria-Associated Membrane Complex in Neuropathology, Including Alzheimer’s Disease. Curr. Opin. Neurobiol., 79. source
    • cites [48] Nuriel, 2017, Neuronal Hyperactivity Due to Loss of Inhibitory Tone in APOE4 Mice Lacking Alzheimer’s Disease-like Pathology, Nat. Commun. source

      The Results section reports reduced inhibitory synaptic currents in APOE4 mice, and the Discussion attributes reduced inhibitory tone to diminished responsiveness to GABAergic inputs. Neither passage addresses the proportion of inhibitory interneurons or its correlation with Alzheimer’s disease progression (searched: interneuron proportion and disease progression). (LLM, conf=0.76)

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

    Premisecitation

    Sercel and colleagues wrote that it was long thought that mitochondrial diseases are linked to ATP deficiency, but that several studies now rather link mitochondrial and OXPHOS deficiency to hypermetabolism.

    “In a recent comment, Sercel and colleagues wrote that it was long thought that mitochondrial diseases are linked to ATP deficiency, but that several studies now rather link mitochondrial and OXPHOS deficiency to hypermetabolism [50].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [50] Sercel, 2024, Hypermetabolism and Energetic Constraints in Mitochondrial Disorders, Nat. Metab. source
  • May combine two claims.

    Findingown data

    The authors analyzed proteins involved in fusion and fission but did not observe any APOE-dependent effects in iN cells.

    “Therefore, we analyzed proteins involved in fusion and fission, but did not observe any APOE-dependent effects in iN cells.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    ATP production and basal respiration of APOE-KO iN cells are comparable to APOE2 and strongly differ from APOE4 iN cells.

    “ATP production, as well as basal respiration of APOE-KO iN cells were comparable to APOE2 and strongly differed from APOE4 iN cells”
    • Also stated in: § Abstract · boosted
      “ATP production and basal respiration in APOE-KO iN cells strongly differed from APOE4 and more closely resembled APOE2 and APOE3 iN cells”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The iN cell cultures are pure neurons.
  • May combine two claims.

    Findingown data

    APOE4 iPSCs and iN cells displayed the highest glycoATP production, while no difference was observed between APOE2, -E3, and -KO.

    “Both APOE4 iPSCs and iN cells displayed the highest glycoATP production, while no difference was observed between APOE2, -E3, and -KO (Figure 2E,I).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Endogenously produced APOE4 increases mitochondrial energy metabolism in APOE-isogenic iN cells but not in the corresponding iPS cell line.

    “We showed that endogenously produced APOE4 enhanced mitochondrial ATP production in APOE-isogenic iN cells but not in the corresponding iPS cell line.”
    • Also stated in: § 1. Introduction · plain
      “In the present study, we show that endogenously produced APOE4 increases mitochondrial energy metabolism in pure APOE-isogenic human iPSC-derived neurons (iN cells) but not in the respective iPS cell line.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The iN cell cultures are pure neurons.
  • May combine two claims.

    Findingown data

    Total ATP production in APOE4 iPSCs only significantly differed from APOE2 iPSCs, while APOE4 iN cells showed significantly higher total ATP production compared to all other iN cell lines.

    “However, total ATP production in APOE4 iPSCs did only significantly differ from APOE2 iPSCs, while APOE4 iN cells showed significantly higher total ATP production compared to all other iN cell lines.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    APOE4 iN cells have the highest basal and maximal respiration compared to APOE-KO.

    “We show that APOE regulates mitochondrial respiration and respiratory capacity in a genotype-dependent manner, with the highest basal and maximal respiration in APOE4 iN cells compared to APOE-KO and the highest spare respiratory capacity in APOE2.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The authors' study showed enhancement of both oxidative and glycolytic metabolism.

    “Our study showed enhancement of both oxidative as well as glycolytic metabolism.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    APOE-KO iN cells have a similar response as APOE2 and APOE3 but not as APOE4.

    “When comparing APOE-KO cells to the other APOE cell lines, we observed that APOE-KO iN cells have a similar response as APOE2 and APOE3 but not as APOE4, concluding that APOE4 rather displays a gain-of-function than a loss-of-function mechanism.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    APOE4 iN cells showed the highest basal as well as maximal respiration.

    “In contrast, APOE4 iN cells showed the highest basal as well as maximal respiration (Figure 4I,J)”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    APOE2, -E3, and -E4 iN cells express APOE protein, with a small fraction being secreted.

    “We demonstrated that APOE2, -E3, and -E4 iN cells express APOE protein, with a small fraction being secreted.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The iN cell cultures are pure neurons.
  • May combine two claims.

    Findingown data

    In the authors' study, iN cells primarily used oxidative phosphorylation (OXPHOS) as their energy source, while iPSCs predominantly relied on glycolysis to meet their energy demands.

    “As expected, the primary energy source for iN cells in our study was oxidative phosphorylation (OXPHOS), while iPSCs predominantly rely on glycolysis to meet their energy demands.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    APOE was detected in APOE2, -E3, and -E4 iPSCs and iN cells, while no APOE protein was present in APOE-KO cells.

    “APOE was detected in APOE2, -E3, and -E4 iPSCs and iN cells (Figure 1E,F), while no APOE protein was present in APOE-KO cells.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Mitochondrial fission marker FIS1 was decreased in APOE4 iPSCs compared to E2, but not changed in iN cells.

    “Mitochondrial fission marker FIS1 was decreased in APOE4 iPSCs compared to E2 (Figure 3E), but not changed in iN cells (Figure 3I).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    APOE2 lowers AD risk, while APOE3 is risk neutral.

    “In contrast, APOE2 is known to lower the AD risk, while APOE3 is defined as risk neutral.”
    • Also stated in: § 1. Introduction · plain
      “While APOE3/3 is the most common genotype and is defined as risk neutral, the APOE2 allele is protective”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [3] Michaelson, 2014, APOE Epsilon4: The Most Prevalent yet Understudied Risk Factor for Alzheimer’s Disease, Alzheimer’s Dement. J. Alzheimer’s Assoc. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    qRT-PCR data were normalized to the housekeeping marker GAPDH.

    “The data were normalized to the housekeeping marker GAPDH.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Protein levels were normalized to the housekeeping proteins GAPDH or β-actin.

    “protein levels were normalized to the housekeeping proteins GAPDH or β-actin.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    No differences were observed in marker expression and differentiation potential between the four APOE-isogenic lines.

    “No differences were observed in marker expression and differentiation potential between the four APOE-isogenic lines (Figure 1B,C).”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisenone given

    The use of isogenic lines allows the distinct analysis of APOE effects without bias caused by interpatient genetic variation.

    “The use of isogenic lines thereby allows the distinct analysis of APOE effects without bias caused by interpatient genetic variation.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    APOE4 displays a gain-of-function rather than a loss-of-function mechanism.

    “When comparing APOE-KO cells to the other APOE cell lines, we observed that APOE-KO iN cells have a similar response as APOE2 and APOE3 but not as APOE4, concluding that APOE4 rather displays a gain-of-function than a loss-of-function mechanism.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: APOE-KO cells provide a loss-of-function reference for comparing APOE genotypes.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    FCCP titration was performed in earlier Seahorse experiments.

    “FCCP titration was performed in earlier Seahorse experiments.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationnone given

    These studies have primarily relied on animal models or cell lines, which may have different physiological and metabolic properties compared to human neurons, resulting in different outcomes.

    “However, these studies have primarily relied on animal models or cell lines, which may have different physiological and metabolic properties compared to human neurons, resulting in different outcomes.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    The time point of analysis seems to be a critical variable between the studies.

    “Especially the time point of analysis seems to be a critical variable between the studies.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Mitochondrial and glycolytic impairments had already been linked to AD before.

    “Mitochondrial and glycolytic impairments had already been linked to AD before [30].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [30] Terada, 2020, In Vivo Mitochondrial and Glycolytic Impairments in Patients with Alzheimer Disease, Neurology source
  • Classified as probably not a substantial claim.

    Study design and conductown data

    DAPI nuclei count was used for normalization of Seahorse data.

    “The number of nuclei in each well was automatically analyzed by a macro written in Fiji and used for normalization of the Seahorse data”
    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

    Each Seahorse assay type was repeated three times for each cell line and included four background wells.

    “Each assay type was repeated three times for each cell line and included four background wells for each assay.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The authors observed the early hypermetabolism instead of hypometabolism because iPSC models represent very young cells and models of early disease or before disease onset.

    “As iPSC models are considered to represent very young cells and are supposed to be models of early disease or even before disease onset, we observed the early hypermetabolism instead of hypometabolism.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: iPSC models represent very young cells and are models of early disease or even before disease onset.
  • May combine two claims.

    Study design and conductown data

    qPCR confirmed that iPSCs were positive for OCT4, while iN cells show upregulation of MAP2 and βIII-tubulin (TUBB3) mRNA.

    “qPCR confirmed that iPSCs were positive for OCT4, while iN cells show upregulation of MAP2 and βIII-tubulin (TUBB3) mRNA (Figure 1D).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Neurons predominantly use OXPHOS for ATP production under basal conditions and switch to glycolysis when facing increased energy needs.

    “Neurons predominantly use OXPHOS for ATP production under basal conditions and just switch to glycolysis when facing increased energy needs [24].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [24] Wei, 2023, Aerobic Glycolysis Is the Predominant Means of Glucose Metabolism in Neuronal Somata, Which Protects against Oxidative Damage, Nat. Neurosci. source
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Study design and conductnone given

    The optimal cell density for each cell type was tested in prior Seahorse experiments.

    “The optimal cell density for each cell type was tested in prior Seahorse experiments.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data

    Statistical analysis tested normal distribution using Shapiro-Wilk and Kolmogorov-Smirnov tests, identified outliers with ROUT, and used ANOVA or Kruskal-Wallis with appropriate post hoc tests.

    “The normal distribution was tested using the Shapiro–Wilk normality test and the Kolmogorov–Smirnov test. Outliers were identified with the ROUT test (Q = 1%). Differences between more than two groups were either analyzed by one-way ANOVA for normally distributed data or by the Kruskal–Wallis test for not normally distributed data.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationreasoning

    The variations may be attributed to discrepancies across studies encompassing differences in cell types, cell species, and the time point of analysis.

    “The variations may be attributed to discrepancies across studies encompassing differences in cell types, cell species, and the time point of analysis.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    APOE4 increased mitochondrial respiration in iN cells but not in iPSCs.

    “Taken together, APOE4 increased mitochondrial respiration in iN cells but not in iPSCs.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The iN cell cultures are pure neurons.
    • Rests on an assumption: The observed differences in ATP production are not due to differences in mitochondrial mass or content between APOE genotypes.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    APOE levels were normalized to total protein concentrations.

    “Measured APOE levels were normalized to total protein concentrations (mg/mL)”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The study of Chemparathy and colleagues showed the protective function of APOE loss-of-variants in healthy individuals and AD patients.

    “This is also consistent with the study of Chemparathy and colleagues showing the protective function of APOE loss-of-variants in healthy individuals and AD patients [43].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [43] Chemparathy, 2024, APOE Loss-of-Function Variants: Compatible with Longevity and Associated with Resistance to Alzheimer’s Disease Pathology, Neuron source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    One potential mechanism could be the upregulation of various biological processes and stress responses to compensate for OXPHOS deficits, ultimately resulting in hypermetabolism.

    “One potential mechanism could be the upregulation of various biological processes and stress responses to compensate for OXPHOS deficits, ultimately resulting in hypermetabolism.”
    Quote in the paperNot a substantial claim
67 of 67
  • The paper relies on this without support.

    The iN cell cultures are pure neurons.

    “In this study, we generated pure human neurons (iN cells) from APOE-isogenic induced pluripotent stem cells (iPSCs)”
  • The paper relies on this without support.

    The observed differences in ATP production are not due to differences in mitochondrial mass or content between APOE genotypes.

    “APOE4 iN cells had significantly higher mitochondrial ATP production compared to iN cells from the other APOE lines”
  • The paper relies on this without support.

    Several studies on APOE4 effects on energy metabolism in cell lines or murine primary cultures have produced partially contradictory results.

    “Several studies have been conducted on how APOE4 affects energy metabolism in cell lines or murine primary cultures, with partially contradictory results.”
  • The paper relies on this without support.

    We still lack mechanistic insights into how different APOE isoforms affect energy metabolism in human neurons.

    “Further, we still lack the mechanistic insights into how different APOE isoforms—not only the risk-increasing APOE4 but also the protective APOE2—affect the energy metabolism in human neurons.”
  • The paper relies on this without support.

    iPSC models represent very young cells and are models of early disease or even before disease onset.

    “As iPSC models are considered to represent very young cells and are supposed to be models of early disease or even before disease onset, we observed the early hypermetabolism instead of hypometabolism.”
  • The paper relies on this without support.

    APOE-KO cells provide a loss-of-function reference for comparing APOE genotypes.

    “When comparing APOE-KO cells to the other APOE cell lines, we observed that APOE-KO iN cells have a similar response as APOE2 and APOE3 but not as APOE4, concluding that APOE4 rather displays a gain-of-function than a loss-of-function mechanism.”
6 of 6

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Both the APOE-isogenic iPSCs and iAstrocytes had already been characterized and functionally validated in previous studies.

    “Both the APOE-isogenic iPSCs and iAstrocytes had already been characterized and functionally validated in previous studies (de Leeuw et al., 2022; Budny et al., 2024).”

    From APOE genotype-dependent differences in human astrocytic energy metabolism (2025) · cites this paper as Budny et al., 2024

Cites

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Authors
Budny, V., Knöpfli, Y., Meier, D., Zürcher, K., Bodenmann, C., Peter, S. L., Müller, T., Tardy, M., Cortijo, C., & Tackenberg, C.
Affiliations
  • University of Zurich (CH)
  • Neurimmune AG, Wagistrasse 18, 8952 Schlieren, Switzerland
Corresponding author
Tackenberg, Christian
Venue
Cells
Publisher
MDPI AG
Published
2024-07-17
Volume
13
Issue
14
Pages
1207
ISSN
2073-4409 (ISSN-L)
OpenAlex
W4400724298
Cited by
15
References
51
Citations by year
2026: 7 · 2025: 6 · 2024: 2
FWCI
4.27
Type
journal article
Language
en
Open access
Locations
  • Cells (publishedVersion, cc-by)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • Repository for Publications and Research Data (ETH Zurich) (submittedVersion, cc-by)
  • ETH Zürich Research Collection
Funders
  • Dr. Wilhelm Hurka Foundation (2711)
  • Hartmann Müller Foundation (2711)
Topics
  • Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Mitochondrial Function and Pathology
  • Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
Keywords
APOE ε4, APOE isoforms, neuronal energy metabolism, iPSC-derived neurons, mitochondrial ATP production, basal respiration, oxidative metabolism, Alzheimer's disease risk, apolipoprotein E deficiency, gain-of-function mechanism, mitochondrial fission and fusion
MeSH terms
Adenosine Triphosphate, Apolipoproteins E, Cell Differentiation, Energy Metabolism, Humans, Mitochondria, Neurons, Apolipoprotein E4, Induced Pluripotent Stem Cells

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 2026-11-01.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-11-01.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

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