Cited by 03D Printing in Biomedical ResearchMicrofluidic and Capillary Electrophoresis ApplicationsAcute Kidney Injury Research

Material-dependent oxygen transport governs ischemia-reperfusion injury and drug response in a kidney microphysiological system

Open access
Kutsuzawa, Naokata, Nakamura, Hiroko, Shinha, Kenta, Kimura, Hiroshi·2026·Frontiers in Toxicology

Abstract

Oxygen availability is a critical yet often overlooked factor in cell culture, and discrepancies between nominal oxygen settings and the actual cellular microenvironment can compromise model validity. This limitation is particularly relevant in modeling ischemia–reperfusion (I/R) injury, where dynamic changes in oxygen supply critically influence cellular responses. In particular, the role of oxygen transport in microphysiological systems and conventional culture platforms remains insufficiently understood, limiting the reproducibility of disease models and the interpretation of drug responses. In this study, we systematically evaluated oxygen supply and cellular responses in three culture platforms: cell culture inserts, polydimethylsiloxane (polydimethylsiloxane)-based microfluidic chips, and polyethylene terephthalate (polyethylene terephthalate)-based microfluidic chips with identical geometries but different oxygen permeabilities. Oxygen distribution and oxygen consumption rate (OCR) were estimated using finite element method (FEM) simulations, and the resulting predictions were interpreted in the context of experimental observations obtained with RPTEC/TERT1 cells under I/R conditions. Cellular responses were assessed by morphology, viability, and gene expression analysis, and pharmacological responses were evaluated using the renoprotective compound CDDO. finite element method analysis revealed that oxygen availability at the cell surface varied markedly among platforms despite identical nominal oxygen conditions. PDMS chips maintained high oxygen levels due to high gas permeability, preventing the establishment of oxygen-limited conditions, whereas PET chips and inserts exhibited significant oxygen depletion. These differences were consistent with experimental observations: PDMS chips failed to induce I/R-associated cellular injury, whereas PET chips and inserts enabled hypoxia-induced responses. Furthermore, drug responses varied across platforms, with CDDO exhibiting distinct efficacy profiles depending on the severity of oxygen limitation. These findings indicate that oxygen transport, rather than nominal oxygen settings, is a major determinant of cellular phenotype and drug response in vitro . This study provides a framework for designing physiologically relevant cell culture systems based on oxygen transport principles and highlights the importance of integrating material properties, device design, and culture conditions to achieve accurate and reproducible biological outcomes.

AI snapshot

Written from the paper’s full text.

TL;DR

In a kidney microphysiological system, material-dependent oxygen transport, not nominal incubator O₂, determined whether ischemia-reperfusion injury and CDDO drug responses were reproduced. FEM and RPTEC/TERT1 experiments showed high-permeability PDMS chips prevented oxygen limitation and injury, whereas low-permeability PET chips and inserts produced oxygen depletion and injury.

Key findings

  • FEM predicted that oxygen at the cell surface varied markedly by platform: in the insert at 1% O₂ and in the PET chip at 5% and 1% O₂, cell-surface oxygen dropped below 1 × 10⁻⁴ mol/m³ after 24 h, while the PDMS chip maintained relatively high oxygen levels. Under control conditions, 24 h-averaged OCR in microfluidic chips was comparable to basal OCR, whereas in the insert it was reduced to approximately half; under reduced oxygen, OCR in the insert at 1% O₂ and PET chip at 5% and 1% O₂ fell to 1/40–1/250 of basal OCR, while PDMS maintained control-like OCR even at 5% and 1% O₂.
  • In I/R experiments, PDMS chips showed no morphological changes and no significant viability reduction at 5% or 1% O₂. PET chips showed significant cell detachment at 1% O₂ after ischemia, detachment at 5% O₂ after reperfusion that expanded at 1% O₂, and approximately 50% viability reduction under both 5% and 1% O₂ I/R conditions. Inserts exhibited milder injury: no apparent morphological change after low oxygen, detachment after reperfusion at 1% O₂, slightly lower viability at 5% O₂, and a sharp drop at 1% O₂.
  • In inserts, qPCR showed increased HIF1A, GLUT1, and VEGFA under 5% and 1% O₂ after ischemia, with reversal after reperfusion; KIM-1 showed no significant change at 5% O₂ but was upregulated at 1% O₂ after ischemia and remained upregulated after reperfusion.
  • CDDO increased viability dose-dependently up to approximately 100 nM in inserts, with significant improvement at 100 nM versus the 1% O₂ I/R no-CDDO control; in PET chips the trend extended up to 1 μM. Viability decreased significantly at 100 µM in inserts and at concentrations exceeding 10 µM in PET chips.

Methods

  • The study compared three culture platforms: cell culture inserts, PDMS-based microfluidic chips, and PET-based microfluidic chips with identical geometry but different oxygen permeability, using RPTEC/TERT1 human proximal tubule epithelial cells.
  • Oxygen distribution and OCR were estimated by finite element method simulations in COMSOL Multiphysics 6.4, with cellular OCR modeled by a Michaelis-Menten equation. I/R experiments consisted of 24 h static, glucose-free ischemia at 5% or 1% O₂ followed by 24 h reperfusion under in-air conditions; outcomes included morphology, CCK-8 viability, and qPCR for HIF1A, GLUT1, VEGFA, KIM-1, and HPRT1.
  • Drug response was evaluated with CDDO. Data were presented as mean ± SD from at least three independent experiments; one-way ANOVA with Tukey’s test was used for I/R and qPCR comparisons, and one-way ANOVA with Dunnett’s test for the drug assay, with significance at p < 0.05.

Limitations

  • The paper states that microfluidic chips have lower throughput than conventional inserts, that perfusion system complexity may affect usability and reproducibility, that only a limited set of gene expression markers was analyzed, that integrated oxygen sensors were not used for quantitative validation, that CDDO was tested at a single oxygen-deprivation level (1% O₂), and that immortalized RPTEC/TERT1 cells may differ metabolically from primary cells and may have attenuated stress-induced aging responses due to sustained hTERT expression.
  • The paper also notes that gene expression analysis could not be performed in the PET chip because of poor RNA harvest, and that direct in-chip oxygen measurement was not implemented in this study.
  • Evident from the text: only PDMS and PET were compared as material examples, and the authors state that other materials should be considered in future studies.

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

Integrity signals

Registry

Crossref · 10.3389/ftox.2026.1854389

Cites

68 of 68 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

25 of 51 cited sources checked · 8 supported · 1 flagged · accuracy not yet measured

  • Premisecitation

    The axial fluid shear stress experienced by proximal tubule cells in vivo is estimated to be in the range of 0.1 to 1 dyne/cm2.

    “the axial fluid shear stress experienced by proximal tubule cells in vivo is estimated to be in the range of 0.1 to 1 dyne/cm2”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Essig et al., 2001 source
    • cites Duan et al., 2008 source

      The Discussion (page unavailable in our copy) says that 1 dyn/cm² is typical of proximal tubule cells in vivo, supporting the upper end of the claimed range. It does not give 0.1 dyn/cm² as a lower bound or estimate an in vivo range of 0.1–1 dyn/cm². (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites Maggiorani et al., 2015 source

      The Materials and Methods section (HK-2 Cell Exposure to Shear Stress; page unavailable) estimates physiological shear stress at about 0.1 Pa, equivalent to 1 dyne/cm², in the initial portion of the proximal tubule. It does not give an in vivo estimate extending down to 0.1 dyne/cm²; the lower values elsewhere in the paper describe in vitro exposures. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Premisecitation

    Previous research on renal I/R injury has primarily used animal models.

    “Previous research on renal I/R injury has primarily used animal models”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Skrypnyk et al., 2016 source
  • Premisecitation

    During the ischemic phase, cessation of oxygen and nutrient supply significantly impairs renal metabolism.

    “During the ischemic phase, the cessation of oxygen and nutrient supply significantly impairs renal metabolism”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Lasorsa et al., 2024 source

      Section 2 (Pathophysiology of IRI; page unavailable) says reduced blood and oxygen supply alter cell metabolism, leading to anaerobic metabolism and lower ATP production. It describes reduced supply rather than complete cessation and does not specifically identify cessation of nutrient supply as a cause. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites Pefanis et al., 2019 source
  • Premisecitation

    Reproduction of cellular structure and function is incomplete under static culture conditions.

    “the reproduction of cellular structure and function is also incomplete”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites van Duinen et al., 2015 source
    • cites Wilmer et al., 2016 source
  • Premisecitation

    The double-layered microfluidic chip with a microporous membrane enables cell culture and controlled mass transport under perfusion conditions.

    “The chip structure consists of top and bottom flow channels separated by a microporous membrane, enabling cell culture and controlled mass transport under perfusion conditions (Kimura et al., 2024).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Kimura et al., 2024 source
  • Classified as probably not a substantial claim. 36
  • May combine two claims. 46
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Other studies have demonstrated that HIF-1α levels decrease over time after I/R.

    “other studies have also demonstrated that HIF-1α levels decrease over time after I/R (Conde et al., 2012).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Conde et al., 2012 source

      The Results section, “HIF-1α is induced after ischemia and during reperfusion in vivo” (page unavailable), reports HIF-1α expression during reperfusion at days 3, 5, and 7, rather than a decrease over time after I/R. The Discussion also describes significant HIF-1α protein accumulation during reperfusion. (LLM, conf=0.86)

      Checked by a reasoning model — may be wrong.

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

    Premisecitation

    Rapid reperfusion during the reperfusion phase leads to oxidative stress, mitochondrial dysfunction, and cell death, thereby impairing renal function.

    “rapid reperfusion during the reperfusion phase leads to oxidative stress, mitochondrial dysfunction, and cell death, thereby impairing renal function”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Lasorsa et al., 2024 source
    • cites Pefanis et al., 2019 source
  • May combine two claims.

    Premisecitation

    Upon reperfusion, abrupt reoxygenation triggers a burst of mitochondrial superoxide production and a transient increase in tissue ROS.

    “Upon reperfusion, abrupt reoxygenation triggers a burst of mitochondrial superoxide production and a transient increase in tissue ROS”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Pefanis et al., 2019 source
    • cites Huang et al., 2024 source
    • cites Lasorsa et al., 2024 source

      Section 2 (Pathophysiology of IRI; page not specified) says restored oxygen supply causes harmful ROS production and that ROS production is higher during reperfusion. Section 3 (Metabolic Reprogramming during IRI; page not specified) identifies mitochondria as a ROS source and superoxide as a mitochondrial ROS. Neither passage establishes a burst specifically of mitochondrial superoxide upon reperfusion or says the tissue ROS increase is transient. (LLM, conf=0.87)

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

    Premisecitation

    In the human kidney, cortical O2 partial pressure is approximately 50 mmHg under physiological conditions.

    “in the human kidney, the cortical O2 partial pressure is approximately 50 mmHg under physiological conditions”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Evans et al., 2008 source
    • cites Hansell et al., 2013 source

      The Introduction says cortical PO2 is higher than medullary PO2, but gives no normal cortical value. A search of our copy for 50 mmHg and for cortical oxygen tension in healthy humans found no passage establishing approximately 50 mmHg in the human kidney under physiological conditions. (LLM, conf=0.73)

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

    Premisecitation

    In the human kidney outer medulla, O2 partial pressure falls to approximately 5-25 mmHg.

    “falls to ∼5–25 mmHg in the outer medulla”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Evans et al., 2008 source
    • cites Hansell et al., 2013 source

      The Introduction states that oxygen partial pressure is lower in the medulla than in the cortex and describes a gradient along medullary structures. It does not give a 5–25 mmHg range for the human outer medulla; the human finding discussed in the hypertension section is a relative difference, not an absolute value. (LLM, conf=0.84)

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

    Premisecitation

    During ischemia, tissue PO2 can fall below approximately 5 mmHg.

    “during ischemia, tissue PO2 can fall below ∼5 mmHg”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Evans et al., 2008 source
    • cites Hansell et al., 2013 source

      The Introduction discusses low renal tissue PO2 and says acute hypotension can paradoxically increase medullary PO2. The hypertension section reports PO2 as low as 12 mmHg in hypertensive rats. Searches for ischemia and 5 mmHg found no passage stating that tissue PO2 falls below approximately 5 mmHg during ischemia. (LLM, conf=0.73)

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

    Premisecitation

    RPTEC/TERT1 is well-suited for experiments involving inserts or MPS and is widely used in our laboratory for studies that model the kidney.

    “Furthermore, it is well-suited for experiments involving inserts or MPS and is widely used in our laboratory for studies that model the kidney (Nihei et al., 2025).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Nihei et al., 2025 source

      The Introduction and Results (section 3.2) describe kidney-model experiments using hRPTECs on a chip and a static Transwell insert. But Materials and Methods (section 2.2) identifies those cells as primary hRPTECs, not RPTEC/TERT1; the paper also does not establish that RPTEC/TERT1 is widely used in the citing authors’ laboratory. Page numbers are unavailable in our copy. (LLM, conf=0.87)

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

    Premisecitation

    Several on-chip systems have demonstrated that cellular injury can be induced under hypoxic and hyponutritional conditions, exacerbated by reperfusion, and attenuated by ischemic protective agents.

    “several on-chip systems have demonstrated that cellular injury can be induced under hypoxic and hyponutritional conditions, exacerbated by reperfusion, and attenuated by ischemic protective agents”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Vormann et al., 2022 source
    • cites Chethikkattuveli Salih et al., 2022 source
    • cites Tool et al., 2024 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    KIM-1 is a type-I membrane protein expressed by injured proximal-tubule cells, is induced after sublethal or lethal tubular injury, and is widely used as an early marker of acute kidney injury.

    “KIM-1, a type-I membrane protein expressed by injured proximal-tubule cells, is induced after sublethal or lethal tubular injury and is widely used as an early marker of acute kidney injury (Tanase et al., 2019).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Tanase et al., 2019 source

      Section 2.1 describes KIM-1 as a proximal-tubule apical transmembrane protein found in proximal-tubule cells after injury, and sections 2.1 and 5 discuss its use as an early AKI biomarker. The copy does not specify that it is type-I or that it is induced after both sublethal and lethal injury. It also calls for further validation of its use in early diagnosis, so “widely used as an early marker” overstates the clinical-use claim. (LLM, conf=0.85)

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

    Premisecitation

    CDDO is a synthesized triterpenoid that potently activates Nrf2, promotes its nuclear translocation, and induces expression of downstream antioxidant proteins such as NQO1 and HO-1.

    “CDDO is a synthesized triterpenoid that potently activates Nuclear factor erythroid 2–related factor 2 (Nrf2), promotes its nuclear translocation (Kurosaki et al., 2022), and induces the expression of downstream antioxidant proteins such as NAD(P)H quinone dehydrogenase 1 (NQO1) and heme oxygenase 1 (HO-1) (Liby et al., 2005).”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites Kurosaki et al., 2022 source

      The Introduction calls CDDO-Me (bardoxolone methyl) a semi-synthetic triterpenoid and potent Nrf2-pathway activator; the Discussion says Nrf2 translocates to the nucleus upon activation by CDDO-Me. The citing sentence instead says CDDO, which the paper does not equate with CDDO-Me. The NQO1 and HO-1 clause is attached to a different citation, so it is not judged against Kurosaki et al. No page numbers are available in our copy. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites Liby et al., 2005 source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    KIM-1 is a gene expressed in the proximal tubule that is induced by cellular injury or exposure to toxic substances.

    “KIM-1 is a gene expressed in the proximal tubule that is induced by cellular injury or exposure to toxic substances (Tanase et al., 2019).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Tanase et al., 2019 source

      Section 2.1, “What Is KIM-1?” (page unavailable), describes KIM-1 as a proximal-tubule transmembrane protein whose levels are low normally and rise after injury, including toxic renal injury. It also says KIM-1 gene expression reflects ongoing damage. The source supports injury-associated expression but identifies KIM-1 itself as a protein, not a gene. (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

    HIF-1α induction during reperfusion plays a role in preventing inappropriate repair following renal I/R, making it a critical cellular response to ischemia.

    “it has been reported that HIF-1α induction during reperfusion plays a role in preventing inappropriate repair following renal I/R (Conde et al., 2012), making it a critical cellular response to ischemia.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Conde et al., 2012 source

      The Discussion (page not available in our copy) says reperfusion-induced HIF-1α is crucial for proximal tubule cell survival and recovery after renal I/R. The Results also report greater tubular damage when HIF-1α is inhibited. These passages support its role in repair, but do not specifically establish that it prevents inappropriate repair. (LLM, conf=0.84)

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

    Premisecitation

    At low concentrations (nanomolar range), CDDO protects cells and tissues from oxidative stress by enhancing Nrf2 transcriptional activity.

    “At low concentrations (in the nanomolar range), CDDO protects cells and tissues from oxidative stress by enhancing the transcriptional activity of Nrf2 (Borella et al., 2019).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Borella et al., 2019 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    At concentrations exceeding those required to activate the Nrf2 pathway (100 nM or higher), CDDO can regulate differentiation of various cell types.

    “Furthermore, at concentrations exceeding those required to activate the Nrf2 pathway (100 nM or higher), it can regulate the differentiation of various cell types, including tumor cell lines and primary cultured cells (Borella et al., 2019).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Borella et al., 2019 source
  • May combine two claims.

    Findingreasoning

    Drug responses varied across platforms, with CDDO exhibiting distinct efficacy profiles depending on the severity of oxygen limitation.

    “drug responses varied across platforms, with CDDO exhibiting distinct efficacy profiles depending on the severity of oxygen limitation”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In all culture systems, decreasing the oxygen level set in the incubator reduced the oxygen concentration at the cell surface, but the extent of this reduction varied substantially among the platforms.

    “In all culture systems, decreasing the oxygen level set in the incubator reduced the oxygen concentration at the cell surface; however, the extent of this reduction varied substantially among the platforms.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The FEM model accurately predicts oxygen concentrations in the culture systems.
  • May combine two claims.

    Findingown data

    Under control (in-air, perfusion) conditions, both PDMS and PET chips maintained a confluent monolayer with no apparent morphological differences.

    “Under control (in-air, perfusion) conditions, both PDMS and PET chips maintained a confluent monolayer with no apparent morphological differences (Figure 3B).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Under static conditions (in-air, without medium perfusion) in microfluidic chips, the PDMS chip maintained sufficient oxygen levels even without perfusion, whereas the PET chip depleted oxygen within the channel.

    “In the PDMS chip, sufficient oxygen levels were maintained even without perfusion, whereas in the PET chip, oxygen was depleted within the channel under static conditions (Supplementary Figure S4).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The FEM model accurately predicts oxygen concentrations in the culture systems.
  • May combine two claims.

    Findingown data

    Under control (in-air) conditions, the OCR in microfluidic chips was comparable to the basal OCR, whereas in the insert, it was reduced to approximately half.

    “Under control (in-air) conditions, the OCR in microfluidic chips was comparable to the basal OCR, whereas in the insert, it was reduced to approximately half.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The FEM model accurately predicts oxygen concentrations in the culture systems.
  • May combine two claims.

    Findingown data

    GLUT1 and VEGFA exhibited expression patterns similar to HIF1A, and their upregulation was reversed after the reperfusion period following both the 5% and 1% O2 conditions.

    “These two genes exhibit expression patterns similar to HIF1A, and their upregulation was reversed after the reperfusion period following both the 5% and 1% O2 conditions.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Compared with the PET chip, the insert exhibited milder injury, indicating less severe oxygen limitation.

    “Compared with the PET chip, the insert exhibited milder injury, indicating less severe oxygen limitation.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In the PET chip, after the reperfusion period, cell detachment became evident even at 5% O2 and further expanded under 1% O2 conditions.

    “After the reperfusion period, cell detachment became evident even at 5% O2 and further expanded under 1% O2 conditions (Figure 3B).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In the PDMS chip, no morphological changes were observed even after 24 h of low-oxygen environments at 5% and 1% O2, and the monolayer remained intact after reperfusion.

    “In the PDMS chip, no morphological changes were observed even after 24 h of low-oxygen environments at 5% and 1% O2, and the monolayer remained intact after reperfusion.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In the cell viability assay, cell viability was slightly lower at 5% O2 than at ambient conditions, but it dropped sharply at 1% O2.

    “In the cell viability assay, cell viability was slightly lower at 5% O2 than at ambient conditions, but it dropped sharply at 1% O2 (Figure 3C).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    KIM-1 expression was upregulated in the 1% O2 condition group after the ischemia period compared to the in-air condition group, and this upregulation was not reversed even after the reperfusion period.

    “In contrast, KIM-1 expression was upregulated in the 1% O2 condition group after the ischemia period compared to the in-air condition group (Ctrl), and this upregulation was not reversed even after the reperfusion period.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In the PET chip, a confluent monolayer was maintained after a low-oxygen environment at 5% O2, but significant cell detachment was observed at 1% O2.

    “While a confluent monolayer was maintained after a low-oxygen environment at 5% O2, significant cell detachment was observed at 1% O2 (Figure 3B).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Despite identical nominal oxygen conditions, only the PET chip reproduced ischemia-like injury, whereas the PDMS chip failed to induce detectable damage.

    “Importantly, despite identical nominal oxygen conditions, only the PET chip reproduced ischemia-like injury, whereas the PDMS chip failed to induce detectable damage.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    At higher concentrations, cell viability decreased significantly at 100 μM in the culture insert and at concentrations exceeding 10 μM in the PET chip.

    “However, at higher concentrations, cell viability decreased significantly at 100 µM in the culture insert and at concentrations exceeding 10 µM in the PET chip.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In the insert, administration of CDDO showed a dose-dependent increase in cell viability up to approximately 100 nM, and at 100 nM, cell viability was significantly improved compared with the negative control (1% O2 I/R, No CDDO) group.

    “In this study, administration of CDDO showed a dose-dependent increase in cell viability up to approximately 100 nM in the insert, and at 100 nM, cell viability was significantly improved compared with the negative control (1% O2 I/R, No CDDO) group (Figure 4A).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning

    Although CDDO exhibited both protective effects at low concentrations and cytotoxic effects at higher concentrations in both systems, the effective concentration range differed between the insert and the PET chip.

    “Although CDDO exhibited both protective effects at low concentrations and cytotoxic effects at higher concentrations in both systems, the effective concentration range differed between the insert and the PET chip.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The PET chip and the insert under reduced oxygen conditions generated strongly oxygen-deprived environments, whereas the PDMS chip exhibited a distinct oxygen transport profile characterized by relatively maintained oxygen availability and OCR despite the same nominal incubator oxygen settings.

    “our analysis indicates that the PET chip and the insert under reduced oxygen conditions generated strongly oxygen-deprived environments, whereas the PDMS chip exhibited a distinct oxygen transport profile characterized by relatively maintained oxygen availability and OCR despite the same nominal incubator oxygen settings.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In vitro studies on human RPTECs show that hypoxia-reoxygenation perturbs the intra- and extracellular metabolome and modulates transporter transcription within hours of injury.

    “In vitro studies on human RPTECs further show that hypoxia–reoxygenation perturbs the intra- and extracellular metabolome and modulates transporter transcription within hours of injury”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Faucher et al., 2023 source
  • Classified as probably not a substantial claim.

    Premisecitation

    Renal ischemia-reperfusion injury is one of the primary mechanisms underlying acute kidney injury.

    “Renal ischemia-reperfusion (I/R) injury is one of the primary mechanisms underlying acute kidney injury (AKI)”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Rewa and Bagshaw, 2014 source
    • cites Ronco et al., 2019 source
  • Classified as probably not a substantial claim.

    Premisecitation

    In vitro systems allow precise control of conditions such as oxygen levels and medium perfusion.

    “in vitro systems allow precise control of conditions such as oxygen levels and medium perfusion”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Russ et al., 2007 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Each sample was tested in at least two technical replicates.

    “Each sample was tested in at least two technical replicates.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductnone given

    Cell viability was evaluated by both qualitative microscopic observation and quantitative analysis using a Cell Counting Kit-8.

    “Cell viability was evaluated by both qualitative microscopic observation and quantitative analysis using a Cell Counting Kit-8 (CK04, Dojindo, Kumamoto, Japan).”
    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

    Gene expression levels normalized to HPRT1 were used as a reference, and the calculated fold difference was compared with those in the in-air cell control.

    “Gene expression levels normalized to HPRT1 were used as a reference, and the calculated fold difference was compared with those in the in-air cell control.”
    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 conductown data

    The peristaltic pump's flow rate reliability was verified and falls within the manufacturer's guaranteed tolerance range of ±10%.

    “We previously conducted experimental tests to verify the reliability of this pump’s flow rate and confirmed that it falls within the manufacturer’s guaranteed tolerance range of ±10%.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    The use of the same PET membrane in both the chips and the insert allows the cellular substrate composition to be matched between the two platforms.

    “The use of the same PET membrane in both the chips and the insert allows the cellular substrate composition to be matched between the two platforms; the difference between the two systems is therefore the surrounding material (chips vs. inserts) and the medium-handling regime (perfusion vs. static).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    High-throughput MPS studies have shown that the combination of low O2 conditions and perfusion stimulation is important for reproducing I/R-associated injury.

    “high-throughput MPS studies have shown that the combination of low O2 conditions and perfusion stimulation is important for reproducing I/R-associated injury”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Shaughnessey et al., 2024 source
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    The PDMS microfluidic chip was fabricated with the same geometry as the PET chip.

    “A PDMS microfluidic chip with the same geometry as the PET chip was also fabricated (Figure 1B).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    The difference between the two systems (chips vs. inserts) is the surrounding material and the medium-handling regime (perfusion vs. static).

    “the difference between the two systems is therefore the surrounding material (chips vs. inserts) and the medium-handling regime (perfusion vs. static).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Oxygen transport is governed not only by incubator oxygen settings but also by material-dependent gas permeability and perfusion conditions.

    “Taken together, these results suggest that oxygen transport is governed not only by incubator oxygen settings but also by material-dependent gas permeability and perfusion conditions.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The FEM model accurately predicts oxygen concentrations in the culture systems.
  • May combine two claims.

    Interpretationown data

    The oxygen gradient in the insert is attributed to oxygen transport from the basal chamber through the microporous membrane, resulting in non-uniform oxygen distribution across the culture region.

    “This gradient is attributed to oxygen transport from the basal chamber through the microporous membrane, resulting in non-uniform oxygen distribution across the culture region (Supplementary Figure S5).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The FEM model accurately predicts oxygen concentrations in the culture systems.
  • May combine two claims.

    Interpretationown data

    Oxygen supply in PDMS is strongly influenced by diffusion through the material, whereas in the PET chip, oxygen availability is more dependent on medium perfusion.

    “These results indicate that oxygen supply in PDMS is strongly influenced by diffusion through the material, whereas in the PET chip, oxygen availability is more dependent on medium perfusion.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The FEM model accurately predicts oxygen concentrations in the culture systems.
  • May combine two claims.

    Study design and conductown data

    The sensitivity analysis supports the robustness of the simulation model within the range of parameters examined and indicates that the main conclusions are not highly sensitive to plausible variations in OCR and Km.

    “These results support the robustness of the simulation model within the range of parameters examined and indicate that the main conclusions are not highly sensitive to plausible variations in OCR and K m .”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The FEM model accurately predicts oxygen concentrations in the culture systems.
  • May combine two claims.

    Interpretationown data

    The high gas permeability of PDMS attenuates the establishment of severe oxygen consumption-limited conditions, whereas the PET chip and insert allow substantial oxygen limitation.

    “In particular, the high gas permeability of PDMS attenuates the establishment of severe oxygen consumption-limited conditions, whereas the PET chip and insert allow substantial oxygen limitation.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The FEM model accurately predicts oxygen concentrations in the culture systems.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    The reduced HIF1A expression in the 1% O2 group may be because cellular damage was more severe under 1% O2, potentially leading to reduced HIF1A transcriptional activity compared with 5% O2.

    “This may be because cellular damage was more severe under 1% O2, potentially leading to reduced HIF1A transcriptional activity compared with 5% O2.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The PET chip exhibited ischemia-like injury, indicating that oxygen supply was insufficient to meet cellular demand.

    “In contrast, the PET chip exhibited ischemia-like injury, indicating that oxygen supply was insufficient to meet cellular demand.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    The difference in injury between insert and PET chip likely arises from diffusion-driven oxygen supply from the medium and surrounding air in the insert system, whereas the PET chip restricts oxygen transport, resulting in a more pronounced oxygen deficit and stronger cellular injury.

    “The difference likely arises from diffusion-driven oxygen supply from the medium and the surrounding air in the insert system, whereas the PET chip restricts oxygen transport, resulting in a more pronounced oxygen deficit and, consequently, stronger cellular injury.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Although conventional cell culture insert systems can reproduce responses to low-oxygen concentrations, PET-based microfluidic systems enable the development of a more severe and controllable ischemic environment.

    “These results suggest that although conventional cell culture insert systems can reproduce responses to low-oxygen concentrations, PET-based microfluidic systems enable the development of a more severe and controllable ischemic environment.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Gene expression analysis could not be performed in the PET chip due to poor RNA harvest.

    “although gene expression analysis could not be performed due to poor RNA harvest”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    CDDO has been shown to be effective in animal models of AKI and renal I/R by potently inhibiting de novo synthesis of inflammatory enzymes such as iNOS and COX-2.

    “It has also been shown to be effective in animal models of AKI and renal I/R by potently inhibiting the de novo synthesis of inflammatory enzymes such as inducible nitric oxide synthase and inducible cyclooxygenase-2 (Honda et al., 2000).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Honda et al., 2000 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The HIF-1α-VEGFA signaling pathway has been implicated in I/R injury in other organ contexts.

    “The HIF-1α–VEGFA signaling pathway has been implicated in I/R injury in other organ contexts (Ni et al., 2022)”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Ni et al., 2022

      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).

    Interpretationreasoning

    The slight decrease in HIF1A in the 1% O2 group is thought to be due to this cellular response.

    “The slight decrease in HIF1A in the 1% O2 group is thought to be due to this cellular response.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Based on the interpretation that 1% O2 corresponds to chronic hypoxia and 5% O2 to intermittent hypoxia, the results of this study are deemed reasonable.

    “Based on the interpretation that 1% O2 corresponds to chronic hypoxia and 5% O2 to intermittent hypoxia, the results of this study are deemed reasonable.”
    Quote in the paperNot a substantial claim
    • The authors state this as an assumption: 1% O2 corresponds to chronic hypoxia and 5% O2 to intermittent hypoxia.
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The renoprotective effects of CDDO are exerted by inducing increased expression of Nrf2, NQO1, and HO-1 in the kidneys, downregulating Keap1, activating Nrf2 signaling, and increasing downstream target genes.

    “The renoprotective effects of CDDO are exerted by inducing increased expression of Nrf2, NQO1, and HO-1 in the kidneys, downregulating Kelch-like ECH-associated protein 1 (Keap1) expression, activating the Nrf2 signaling pathway, and increasing the expression of downstream target genes (Wu et al., 2014).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Wu et al., 2014

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

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

    Study design and conductnone given

    There is a theoretical possibility that the sustained expression of hTERT may attenuate stress-induced aging responses.

    “Additionally, there is a theoretical possibility that the sustained expression of hTERT may attenuate stress-induced aging responses.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Study design and conductnone given

    The complexity of perfusion systems, including tubing and pump configurations, may affect usability and reproducibility.

    “Second, the complexity of perfusion systems, including tubing and pump configurations, may affect usability and reproducibility.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The difference in effective concentration range can be attributed to the severity of oxygen limitation, as the PET chip exhibits a more pronounced oxygen deficit, leading to greater baseline cellular injury and reduced sensitivity to protective effects.

    “This difference can be attributed to the severity of oxygen limitation, as the PET chip exhibits a more pronounced oxygen deficit, leading to greater baseline cellular injury and, consequently, reduced sensitivity to protective effects.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Oxygen transport is a critical determinant not only of disease model fidelity but also of drug response, emphasizing the necessity of oxygen-controlled platforms for reliable in vitro pharmacological testing.

    “These results highlight that oxygen transport is a critical determinant not only of disease model fidelity but also of drug response, emphasizing the necessity of oxygen-controlled platforms for reliable in vitro pharmacological testing.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    At high concentrations (approximately 1 to 10 μM), CDDO activates extrinsic apoptosis.

    “On the other hand, at high concentrations (ranging from approximately 1 to 10 μM, depending on the molecular or cellular model), CDDO activates extrinsic apoptosis (Ito et al., 2001).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Ito et al., 2001 source
  • May combine two claims.

    Interpretationown data

    In drug testing with CDDO in a renal I/R model, the previously reported cytoprotective effects at low concentrations and cell death and damage at high concentrations were generally reproduced, demonstrating the utility of this model for drug testing.

    “In drug testing with CDDO in a renal I/R model, the previously reported cytoprotective effects at low concentrations and cell death and damage at high concentrations were generally reproduced, demonstrating the utility of this model for drug testing.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The RPTEC/TERT1 cells used in this study are immortalized, and their mitochondrial metabolic characteristics may differ slightly from those of primary cells.

    “Finally, because the RPTEC/TERT1 cells used in this study are immortalized, their mitochondrial metabolic characteristics may differ slightly from those of primary cells.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The RPTEC/TERT1 cells used in this study are immortalized.
  • May combine two claims.

    Interpretationreasoning

    Even under identical nominal oxygen settings (1% O2), material-dependent differences in oxygen supply result in distinct cellular conditions and consequently alter the dose-response of CDDO.

    “Importantly, these findings indicate that, even under identical nominal oxygen settings (1% O2), material-dependent differences in oxygen supply result in distinct cellular conditions and consequently alter the dose-response of CDDO.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The present study primarily focused on oxygen transport and cell viability, and only a limited set of gene expression markers was analyzed.

    “In addition, the present study primarily focused on oxygen transport and cell viability, and only a limited set of gene expression markers was analyzed.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Study design and conductnone given

    Microfluidic chips have lower throughput than conventional insert-based in vitro experimental models, limiting experimental scalability.

    “First, microfluidic chips have lower throughput than conventional insert-based in vitro experimental models, limiting experimental scalability.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    PDMS chips did not reproduce ischemia-like cellular injury under the present conditions due to their high gas permeability, whereas PET chips enable robust, controllable I/R-associated cellular responses by limiting oxygen supply at the cellular level.

    “our results suggest that PDMS chips did not reproduce ischemia-like cellular injury under the present conditions due to their high gas permeability, whereas PET chips enable robust, controllable I/R-associated cellular responses by limiting oxygen supply at the cellular level.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: PDMS chips have high gas permeability.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Pharmacological evaluation with CDDO was performed at a single oxygen-deprivation level (1% O2).

    “Fourth, pharmacological evaluation with CDDO was performed at a single oxygen-deprivation level (1% O2).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Even under identical nominal oxygen conditions, substantial differences in oxygen availability arise from material properties and culture configurations, leading to markedly different cellular phenotypes.

    “Even under identical nominal oxygen conditions, substantial differences in oxygen availability arise from material properties and culture configurations, leading to markedly different cellular phenotypes.”
    Quote in the paperSubstantial claim
70 of 70
  • The paper relies on this without support.

    Animal testing has limited predictive accuracy due to species differences between animals and humans.

    “animal testing has limited predictive accuracy due to species differences between animals and humans”
  • The paper relies on this without support.

    The influence of device material properties on the actual cellular oxygen environment has not necessarily been examined in a systematic manner.

    “the influence of device material properties on the actual cellular oxygen environment has not necessarily been examined in a systematic manner”
  • The paper relies on this without support.

    Systematic validation using microfluidic chips with identical geometry but different gas permeability remains limited.

    “systematic validation using microfluidic chips with identical geometry but different gas permeability remains limited”
  • The paper relies on this without support.

    The oxygen-supply characteristics and the pericellular oxygen environment of cell culture inserts have not been sufficiently characterized.

    “their oxygen-supply characteristics and the pericellular oxygen environment have not been sufficiently characterized”
  • The paper relies on this without support.

    It remains unclear to what extent the oxygen concentration set in the incubator reflects the actual cellular microenvironment in each culture platform.

    “It also remains unclear to what extent the oxygen concentration set in the incubator reflects the actual cellular microenvironment in each culture platform”
  • The paper relies on this without support.

    Limited information is available on how platform-dependent oxygenation affects the reproducibility of I/R injury and the interpretation of drug responses.

    “limited information is available on how platform-dependent oxygenation affects not only the reproducibility of I/R injury but also the interpretation of drug responses”
  • The paper relies on this without support.

    No previous study has explicitly compared microfluidic chips with identical geometry but distinct gas permeability against a conventional insert reference under matched nominal O2 settings to dissect the contribution of material-dependent oxygen transport to cellular responses.

    “no previous study has explicitly compared microfluidic chips with identical geometry but distinct gas permeability against a conventional insert reference under matched nominal O2 settings to dissect the contribution of material-dependent oxygen transport to cellular responses”
  • The paper relies on this without support.

    Conventional static culture systems and those using cell culture inserts cannot reproduce dynamic aspects such as fluid shear stress.

    “conventional static culture systems and those using cell culture inserts cannot reproduce dynamic aspects such as fluid shear stress”
  • The paper relies on this without support.

    In the PET chip, the channel walls are effectively impermeable to O2 over the experimental timescale, so the reservoir surface is the sole O2 source.

    “In the PET chip, the channel walls are effectively impermeable to O2 over the experimental timescale, so the reservoir surface is the sole O2 source.”
  • The paper relies on this without support.

    PET has low oxygen permeability and PDMS has high oxygen permeability.

    “we compared a microfluidic chip made of PET, which has low-oxygen permeability, with one made of PDMS, which has high oxygen permeability.”
  • The paper relies on this without support.

    Silicone tubing has high gas permeability.

    “owing to the tubing’s high gas permeability”
  • The paper relies on this without support.

    The FEM model accurately predicts oxygen concentrations in the culture systems.

    “Although it could not be implemented in this study, direct in-chip oxygen measurement is now a rapidly maturing area: recent reviews summarize the principal optical (luminescence-lifetime optodes based on Pt/Pd-porphyrin or [Ru (dpp)3]2+ indicators; sensor spots; nano-enabled and ratiometric variants) and electrochemical (Clark-type and microelectrode array) strategies for in-chip O2 measurement (”
    “Integrating analogous sensors into the present PET- and PDMS-chip platforms is the highest-priority next step of this project and will allow direct quantitative validation of the FEM predictions.”
  • The paper relies on this without support.

    Under hypoxia, HIF-1α protein is stabilized and drives transcription of a coordinated pathway that includes GLUT1 and VEGFA.

    “Under hypoxia, HIF-1α protein is stabilized and drives transcription of a coordinated pathway that includes the glucose transporter GLUT1 (metabolic adaptation by shifting toward glycolysis) and the angiogenic factor VEGFA.”
  • The authors state this as an assumption.

    1% O2 corresponds to chronic hypoxia and 5% O2 to intermittent hypoxia.

    “Based on the interpretation that 1% O2 corresponds to chronic hypoxia and 5% O2 to intermittent hypoxia”
  • The paper relies on this without support.

    GLUT1 and VEGFA are genes downstream of HIF-1α.

    “GLUT1 and VEGFA are genes downstream of HIF-1α.”
  • The paper relies on this without support.

    PDMS chips have high gas permeability.

    “PDMS chips did not reproduce ischemia-like cellular injury under the present conditions due to their high gas permeability”
  • The paper relies on this without support.

    The RPTEC/TERT1 cells used in this study are immortalized.

    “because the RPTEC/TERT1 cells used in this study are immortalized”
17 of 17

Cites

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Authors
Kutsuzawa, N., Nakamura, H., Shinha, K., & Kimura, H.
Affiliations
  • Tokai University (JP)
  • Micro/Nano Technology Center, Tokai University (JP)
Corresponding author
Kimura, Hiroshi
Venue
Frontiers in Toxicology
Published
2026-07-10
Volume
8
Pages
1854389-1854389
ISSN
2673-3080 (ISSN-L)
OpenAlex
W7167803464
Cited by
0
References
67
FWCI
0.00
Type
journal article
Language
en
Open access
Locations
  • Frontiers in Toxicology (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • PubMed Central (publishedVersion, cc-by)
Funders
  • Japan Agency for Medical Research and Development (JP22be1004101, JP17be0304204)
  • Japan Society for the Promotion of Science (JP18H01849, JP24K01321)
Topics
  • Physical Sciences › Engineering › Biomedical Engineering › 3D Printing in Biomedical Research
  • Physical Sciences › Engineering › Biomedical Engineering › Microfluidic and Capillary Electrophoresis Applications
  • Health Sciences › Medicine › Nephrology › Acute Kidney Injury Research
Keywords
oxygen transport, oxygen availability, ischemia-reperfusion injury, kidney, microphysiological systems, microfluidics, polydimethylsiloxane, polyethylene terephthalate, oxygen permeability, oxygen consumption rate, hypoxia, CDDO, renal protection, drug response, cell culture inserts, finite element analysis

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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 2026-11-05.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-11-05.

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