The INoVA uses entity recognition models to extract models and associated readouts (outcomes) from sentences in PubMed abstracts. The following definitions are used for these entities:
The experimental setup (e.g. wound healing assay, Irwin test) used to measure an outcome, or the system in which an outcome is being measured (e.g. CACO-2 cells, the liver, ob/ob mice). The following model types are included: In vitro, in vivo, ex vivo, in silico and in chemico.
What is being measured in the model. Both quantitative measures and qualitative outcomes are being retrieved.
The INoVA hub uses free text searches as well as pre-defined filtering options to guide the user in retrieving relevant publications. The various options are described below. Multiple filters and/or free text searches can be used to define your search.
Free text searches are available for the model name, readout and species. By typing in the name and clicking on "apply", a substring search is performed on all models and readouts in our platform. For species, a generative AI mapping has been performed on the sentence level. Therefore, the species has been inferred from the model and/or sentence. To correctly handle abbreviations, an attempt is made to map a search term on its full name if an abbreviation is being used, and vice versa, abbreviations of a full name are included when possible. Boolean queries are currently not supported in search.
The models recognized have been mapped to model parameters whenever possible. This mapping has been performed by a generative AI model on a contextual level. This means that the whole sentence has been used to classify the models to the predefined parameters.
The model parameters can be used either to query the INoVA hub data, or to filter results. To use the filters, select a parameter from the pulldown menu and click the apply button. When multiple model parameters are used, the AND logic is being performed. The following model parameters are available:
For the organ system parameter, two levels of granularity are offered. The second level offers a more detailed.
Please note that the model parameters are set independent from each other. The user is responsible for making meaningful intersections of the parameter values.
The information available in the INoVA hub interface is updated daily and contains all PubMed abstract data from the year 2015 onwards.
To select and download PMIDs for further analysis, tick the box of the publication and click the download button. The number of downloads is limited to a maximum of 100 records.
| Title | Model(s) | Readout(s) | Pub. year | PMID | |
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Constitutive NF-kB Activation Is Amplified by VSV in Aggressive PC3 Prostate Cancer Cells That Resist Viral Oncolysis. Show snippets (2) |
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2026 | 41600832 | |
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Timing-dependent anti-inflammatory effects of empagliflozin in monocyte-derived macrophages from post-myocardial infarct patients with type 2 diabetes. Show snippet |
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2026 | 41680826 | |
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Baboon endogenous retrovirus (ERV) envelope pseudotyped lentiviral vectors outperform human ERV lentivectors for transduction of T, B, NK and HSPCs. Show snippet |
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2026 | 41554900 | |
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Alport Syndrome is a Partial Tubulointerstitial Disease of the Kidney. Show snippet |
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2026 | 41531438 | |
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Correlation between complement C3 level and abdominal aortic calcification in non-dialysis chronic kidney disease patients: a cross-sectional study. Show snippets (2) |
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2026 | 41704684 | |
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Bmp9 regulates Notch signaling and the temporal dynamics of angiogenesis via Lunatic Fringe. Show snippet |
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2026 | 41650956 | |
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Cabozantinib induces NLRP3-CASP1-GSDMD-dependent pyroptosis in hepatocellular carcinoma. Show snippet |
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2026 | 41534776 | |
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Comparative analysis of BMP signaling in human ECFCs reveals vascular bed-dependent ALK2 expression. Show snippet |
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2026 | 41603470 | |
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Regional absorption of talinolol mediated by intestinal transporters: insights from PBPK modeling analysis. Show snippet |
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2026 | 41756241 | |
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Elevated alpha-fetoprotein affects the long-term prognosis after hepatectomy in patients with hepatitis B-related intrahepatic cholangiocarcinoma. Show snippet |
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2026 | 41656102 | |
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Anti-resonance in developmental signaling regulates cell fate decisions. Show snippet |
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2026 | 41562431 | |
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Glutathione S-transferase Mu 3 Mitigates alcohol-induced hepatic lipid dysregulation via PYGM suppression. Show snippet |
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2026 | 41724276 | |
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The desmoglein 2 interactome in primary neonatal cardiomyocytes. Show snippet |
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2026 | 41641743 | |
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Cell-cycle-dependent repression of histone gene transcription by histone H4. Show snippet |
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2026 | 41491041 | |
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Validation of shear wave elastography for assessing myocardial fibrosis in patients with end-stage heart failure. Show snippet |
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2026 | 41490714 | |
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The Leucine-mTOR-Autophagy Axis in Granulosa Cells Mediates Circadian Disruption-Induced Anovulation. Show snippet |
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2026 | 41362744 | |
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Antisense Dipeptide Repeat Proteins Drive Widescale Purine Metabolism Aberration in C9orf72 Amyotrophic Lateral Sclerosis via ADA. Show snippet |
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2026 | 41752089 | |
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PFPeA exposure drives hepatoxicity and liver fibrosis via oxidative stress/Wnt5a-induced hepatocyte senescence. Show snippet |
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2026 | 41529635 | |
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LZTR1 Loss Reduces Vimentin Expression and Motility in Hep3B Hepatocellular Carcinoma Cells. Show snippet |
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2026 | 41752002 | |
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Orphan G protein-coupled receptor GPR137 regulates ferroptosis by targeting the Wnt/β-catenin pathway in sonic hedgehog-medulloblastoma. Show snippet |
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2026 | 41674956 | |
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Selective autophagy fine-tunes Stat92E activity by degrading Su(var)2-10/PIAS in Drosophila glia. Show snippet |
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2026 | 41500791 | |
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LH promotes testosterone synthesis in rooster leydig cells through YAP1/ACSL4/SOAT1 pathway. Show snippet |
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2026 | 41529502 | |
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Gluteal adipose-derived stem cell exosomes promote macrophage polarization and cartilage regeneration in osteoarthritis via PTPRC modulation. Show snippet |
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2026 | 41740370 | |
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Chronic Kidney Disease and Superimposed Acute Kidney Injury: Greater Impact of Acute Insults on Outcomes. Show snippet |
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2026 | 41523706 | |
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Isorhynchophylline protects against ferroptosis in diabetic nephropathy by activating Nrf2. Show snippet |
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2026 | 41654348 | |
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YAP1 Enhances Mesenchymal-Type Gene Expression in Human Adrenergic-Type Neuroblastoma Cells. Show snippets (2) |
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2026 | 41681855 | |
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Single-cell profiling of trabecular meshwork identifies mitochondrial dysfunction in a glaucoma model that is protected by vitamin B3 treatment. Show snippet |
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2026 | 41556506 | |
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MitoQ upregulates CYP19A1 to protect dermal papilla cells from DHT-induced mitochondrial dysfunction and apoptosis in androgenetic alopecia. Show snippet |
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2026 | 41571202 | |
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ARHGAP11A affects lung adenocarcinoma (LUAD) and pancreatic adenocarcinoma (PAAD) progression by regulating FAM83A. Show snippet |
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2026 | 41674985 | |
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METTL1 interacts with XPO5 to modulate pre-miRNA export. Show snippet |
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2026 | 41591839 | |
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Prolyl-isomerase Pin1 drives platinum resistance by regulating Notch3 stability and function in ovarian cancer. Show snippet |
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2026 | 41673759 | |
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Epigenetic Silencing of Primary Cilia Genes by PRAME and ETS2 in Melanoma Cells. Show snippets (2) |
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2026 | 41700497 | |
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Cidofovir induces antiviral immunity against Bombyx mori nucleopolyhedrovirus by modulating multiple immune pathways in silkworm. Show snippet |
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2026 | 41326100 | |
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Taohong Siwu Decoction and its components regulate the M1/M2 polarization of macrophages to alleviate inflammatory injury in Sepsis via the RAGE. Show snippet |
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2026 | 41692111 | |
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Revisiting the Platelet-β-Cell Axis: Insights into How Platelet-Derived Mediators, Lipid Signaling, and DOC2B Pathways Converge to Drive β-Cell Dysfunction in Type 2 Diabetes. Show snippet |
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2026 | 41659295 | |
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Dual-functional fluorescent bio-sensor for detecting ONOO - and polarity for targeted-diagnosis of NAFLD in vivo fluorescence imaging. Show snippet |
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2026 | 41611412 | |
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Lipidomic profiling of influenza A virus production in MDCK cells towards targeted clone selection. Show snippet |
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2026 | 41501381 | |
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COX-2 downregulation via G-quadruplex structure induction in the PTGS2-promoter region by mononuclear octahedral cobalt(III) Schiff base complex [CoL 3] in colorectal cancer cells. Show snippet |
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2026 | 41581627 | |
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Inhibition of LRRK2 alleviates LPS-induced hippocampal pericyte loss and depressive-like behaviors through suppressing the RIPK1-mediated necroptosis pathway. Show snippet |
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2026 | 41740343 | |
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Roles of Catecholamines and Inflammation in Endothelial Dysfunction: a Study Using Takotsubo Syndrome Patient-specific hiPSC-ECs. Show snippet |
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2026 | 41644936 | |
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Methyl ester sulfonate suppresses leydig cell steroidogenesis by targeting the GATA2/TGF-β1/SMAD signaling axis. Show snippet |
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2026 | 41621211 | |
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Differential inclusion formation of an aggregation-prone protein reveals differences in the proteostasis capacity of neuronal cell lines. Show snippet |
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2026 | 41713559 | |
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The Anti-proliferative Effects of Anandamide and Oleamide in Glioblastoma Cell Lines Recruit Mitochondrial and PPAR-γ Receptor Modulation. Show snippet |
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2026 | 41533230 | |
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HIF-1α/BNIP3-mediated mitophagy mitigates cerebral ischemia/reperfusion injury in rats by suppressing NLRP3 inflammasome activation. Show snippet |
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2026 | 41620782 | |
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Enhancing KLF15 activity in cardiomyocytes: a novel approach to prevent pathological reprogramming and fibrosis via nuclease-deficient dCas9VPR. Show snippet |
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2026 | 41771837 | |
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Lapatinib Promotes Apoptosis in Hepatoma Cells by Regulating SPP1 Expression. Show snippet |
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2026 | 41664365 | |
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CASTOR1 and CASTOR2 respond to different arginine levels to regulate mTORC1 activity. Show snippet |
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2026 | 41506264 | |
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CRISPR/Cas9-based SLC12A3 gene knock in: a model for cellular feature analysis in Gitelman syndrome. Show snippet |
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2026 | 41644267 | |
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Desmosome Assembly Regulates Apical-Basal Polarization and Nuclear Shape in Simple Epithelial Cells. Show snippet |
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2026 | 41550060 | |
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Comparative Analysis of Methamphetamine's Metabolic Effects on Blood-Brain Barrier Endothelial Cells: An In Vitro Recreational versus Addictive Simulation. Show snippet |
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2026 | 41742624 | |
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Sub-stoichiometric Degradation is Dispensable for Potent PROTACs: A Case Study for Irreversible Covalent BTK Degraders. Show snippet |
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2026 | 41727153 | |
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CYP1B1 Modulates Stress and Repair Pathways in Airway Cells Challenged by Wood Smoke Particles. Show snippet |
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2026 | 41581139 | |
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Biocompatibility of Nickel Ferrite Nanoparticles on Systemic and Testicular Cells. Show snippet |
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2026 | 41585702 | |
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A mixed-method process evaluation of guided online cognitive behavioral therapy for insomnia in patients with borderline personality disorder. Show snippet |
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2026 | 41680714 | |
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PRIP/PLCL deficiency activates PI3K-AKT-YAP signaling and promotes organ fibrosis. Show snippet |
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2026 | 41680862 | |
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Characterization of gRNA-dependent and gRNA-independent off-target binding sites of PspCas13b and RfxCas13d in mammalian cells. Show snippet |
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2026 | 41728952 | |
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Circular RNA circCSNK1G3 induces Leydig cells proliferation and promotes testosterone production through the miR-29b/IGF1 axis. Show snippet |
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2026 | 41548225 | |
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Upregulation of the lncRNA MEG3 in Metastatic Hepatoblastoma. Show snippet |
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2026 | 41744804 | |
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Immunomediator expression in human periodontal ligament MSCs varies depending on surface CD146 expression. Show snippet |
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2026 | 41724770 | |
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Sensitive and Selective Next-Generation FRET-based PKA Biosensors. Show snippet |
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2026 | 41726949 | |
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Chloroplast differentiation in epidermal cells: an environmental response supporting submerged photosynthesis in Rorippa aquatica. Show snippet |
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2026 | 41701621 | |
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Single-cell transcriptomic atlas of glial cells in adult mouse dorsal root ganglia identifies multipotent progenitors. Show snippet |
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2026 | 41659411 | |
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FGF12 induces aberrant mechanosignaling in aortic smooth muscle cells during thoracic aortic aneurysm formation in Marfan syndrome mice. Show snippets (2) |
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2026 | 41540272 | |
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SP1 as a negative regulator of ADAMTS-8 in colorectal cancer: Evidence from functional and molecular analyses. Show snippet |
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2026 | 41506596 | |
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Safety and Tolerability of Nintedanib in Japanese Patients with Progressive Fibrosing Interstitial Lung Diseases: Final Results of 2-Year Post-Marketing Surveillance. Show snippet |
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2026 | 41718945 | |
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LRP8 Promotes colorectal cancer progression by suppressing ferroptosis through the SLC3A2/GPX4 signalling axis. Show snippet |
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2026 | 41639744 | |
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Oridonin attenuates TLR4-driven inflammation and autophagy in LPS-stimulated enteric glial cells: an in vitro and in silico analysis. Show snippet |
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2026 | 41684728 | |
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Eugenol Attenuates Angiotensin II-Induced Vascular Smooth Muscle Cell Senescence via Downregulation of Milk Fat Globule-EGF Factor 8. Show snippet |
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2026 | 41674331 | |
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Erratum: MicroRNA-300 Regulates the Ubiquitination of PTEN through the CRL4B DCAF13 E3 Ligase in Osteosarcoma Cells. Show snippet |
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2026 | 41552387 | |
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Sex-Specific Downregulation of CDK5RAP3 Exacerbates ER Stress-Mediated Inflammation and Apoptosis in CCl 4-Induced Acute Liver Injury. Show snippet |
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2026 | 41595493 | |
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Exploring the protective mechanisms and therapeutic potential of carnosic acid against acute respiratory distress syndrome through molecular docking, molecular dynamics and experimental verification. Show snippet |
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2026 | 41668995 | |
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[The role of monocytes in Hantaan virus-induced vascular endothelial injury using a co-culture model]. Show snippet |
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2026 | 41620963 | |
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Mechanism study of LncRNA PRINS targeting TFAM to regulate mitochondrial dysfunction in human renal tubular epithelial cells under ischemia-reperfusion. Show snippet |
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2026 | 41662964 | |
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Real-world effectiveness and safety of tirzepatide in Japanese patients with type 2 diabetes: A multi-site retrospective study. Show snippet |
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2026 | 41674229 | |
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Tardigrade Dsup: Interactions with DNA and protection of cells from oxidative stress. Show snippet |
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2026 | 41620827 | |
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Association Between Caffeine Intake and Mortality Among Patients with Chronic Kidney Disease: A Population-Based Study. Show snippet |
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2026 | 41505074 | |
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Hemoglobin-Albumin-Lymphocyte-Platelet (HALP) Score as a Novel Biomarker for Predicting Coronary Slow Flow in Patients with Angina and/or Ischemia and Nonobstructive Coronary Arteries. Show snippet |
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2026 | 41682983 | |
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Network Pharmacology Analysis of Chinese Patent Medicine Zishen Yutai Pills Treating Recurrent Spontaneous Abortion and In Vitro Validation. Show snippet |
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2026 | 41572698 | |
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Synergistic targeting of the ARID2-MYC axis by pomalidomide and panobinostat overcomes intrinsic IMiD resistance in multiple myeloma. Show snippet |
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2026 | 41639146 | |
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Submucosal dissection and debridement for migratory esophageal foreign body removal in an elderly patient with acute presentation: A case report. Show snippet |
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2026 | 41578588 | |
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Real-world characterization of patients with advanced or metastatic liposarcoma, including dedifferentiated liposarcoma, in Japan in the MASTER KEY project. Show snippet |
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2026 | 41636628 | |
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Dysregulation of YTHDF2 promotes the over expression of interferon beta in anti-MDA5 antibody-positive dermatomyositis. Show snippet |
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2026 | 41580740 | |
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Atg5-mediated autophagy modulation shapes the outcome of Bombyx mori Nucleopolyhedrovirus infection in silkworms. Show snippet |
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2026 | 41692272 | |
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YY1 nitration participates in DbCM cardiomyocyte lipotoxicity by inhibiting ANXA3-induced microlipophagy. Show snippet |
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2026 | 41702019 | |
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Protective Effect of Quercetin Against Nicotine-Induced Oxidative Stress and Granulosa Cell Apoptosis in Caprine Ovary In Vitro. Show snippet |
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2026 | 41725258 | |
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Negative allosteric modulation of α5-GABA A receptors engages dynamic cortical glutamatergic and GABAergic mechanisms underlying adaptive behavior in mice. Show snippet |
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2026 | 41648568 | |
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Association Between Beta-Blocker Use and Outcomes in Patients with Sepsis-Induced Myocardial Injury: An Analysis Based on MIMIC-IV and eICU Databases. Show snippet |
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2026 | 41651195 | |
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Bu-Shen-Tian-Jing Formula alleviates oxidative-inflammatory stress in granulosa cells of polycystic ovary syndrome through AGEs-RAGE/NOX4/NF-κB pathway. Show snippet |
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2026 | 41578404 | |
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L-Borneolum Attenuates Ischemic Stroke Through Remodeling BBB Transporter Function via Regulating MFSD2A/Cav-1 Signaling Pathway. Show snippet |
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2026 | 41594832 | |
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CT-based radiomics in predicting the efficacy of preoperative neoadjuvant chemoimmunotherapy for non-small cell lung cancer: a systematic review and meta-analysis. Show snippet |
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2026 | 41743740 | |
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ATP6V0d2 alleviates acute liver injury via promoting hepatocyte autophagy. Show snippet |
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2026 | 41604740 | |
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Bisphosphate nucleotidase 1 promotes progression and docetaxel resistance in triple-negative breast cancer via STUB1-mediated destabilization of LIMA1. Show snippet |
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2026 | 41540000 | |
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Investigation of the Anticancer Effects and Senescence Induction of Hesperetin Combined with Cisplatin in Hepatocellular Carcinoma and Embryonic Fibroblast Cell Lines. Show snippet |
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2026 | 41660913 | |
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Regulation of ER-Resident Transcription Factor NFE2L1 in HEK293 Cells. Show snippet |
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2026 | 41656087 | |
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Fibrillin-1 is a novel ligand of the epidermal growth factor receptor promoting mesangial cell activation and glomerulosclerosis. Show snippet |
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2026 | 41713647 |