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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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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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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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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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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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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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 snippets (2) |
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2026 | 41529502 | |
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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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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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METTL1 interacts with XPO5 to modulate pre-miRNA export. Show snippet |
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2026 | 41591839 | |
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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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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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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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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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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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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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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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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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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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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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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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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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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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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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Regulation of ER-Resident Transcription Factor NFE2L1 in HEK293 Cells. Show snippet |
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2026 | 41656087 | |
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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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Identification of Cepharanthine as a Potential Therapy of Acid Sphingomyelinase Deficiency by Reducing Cellular Sphingosylphosphorylcholine. Show snippet |
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2026 | 41342385 | |
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Structural elucidation of active arabinogalactans from Alisma plantago-aquatica and its protection against acetaminophen-induced acute liver injury. Show snippet |
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2026 | 41617288 | |
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Centrosomal P4.1-associated protein is a novel regulator of ESCRT pathway function during endosome maturation. Show snippet |
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2026 | 41630909 | |
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Cry2 prompts clock oscillation and temporomandibular joint homeostasis under mechanical loading. Show snippet |
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2026 | 41490462 | |
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The binding of the salvianolic acid A to the citrullinating enzyme PADI4 as a potential treatment for cancer. Show snippet |
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2026 | 41496341 | |
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Improving cardiovascular risk prediction in metabolic liver disease with a novel biomarker-enhanced model. Show snippet |
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2026 | 41513461 | |
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TEAD-independent mechanisms of YAP function in cardiomyocyte cell cycle reentry. Show snippet |
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2026 | 41577381 | |
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Glia Regulate the Timing of Photoreceptor Differentiation in the Drosophila Visual System. Show snippet |
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2026 | 41449879 | |
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Improving Nonviral Gene Delivery by Activating Mechanosensing-Dependent Endocytic Pathways. Show snippet |
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2026 | 41502370 | |
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DTX1-mediated degradation of TUBB3 in Kupffer cells mitigates hepatocellular carcinoma progression by regulating M1/M2 polarization. Show snippet |
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2026 | 41577987 | |
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Different responses to homocysteine in primary endothelial cells and immortalized endothelial cell line. Show snippet |
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2026 | 41499764 | |
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The effects of hypoxia inducible factor-1α in myeloid cells and a high-salt diet in a mouse model of orthodontic tooth movement. Show snippet |
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2026 | 41572852 | |
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HuR-Driven Reversible Mitochondrial Shuttling Buffers Cytosolic miRNA Levels in Hepatic Cells. Show snippet |
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2026 | 41655692 | |
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Mapping of PTP1B, TCPTP, SHP2, and Putative Substrates Reveals Novel Networks in Glomerular Podocytes. Show snippet |
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2026 | 41520218 | |
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NRF2-CD36 Axis-Mediated Oleic Acid-Induced Milk Fat Production in Dairy Cow Mammary Epithelial Cells. Show snippet |
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2026 | 41626863 | |
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Preoperative exercise induces anti-tumor Kupffer cells to prevent surgical stress-promoted colorectal cancer liver metastasis. Show snippet |
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2026 | 41666921 | |
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Role of gonadal soma-derived growth factor (gsdf) on sex-differentiation in Nile tilapia, Oreochromis niloticus. Show snippet |
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2026 | 41534571 | |
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A novel SO2 probe inhibits lysophagy induced by Senecavirus A infection by promoting LAMP1 Cys375 sulfenylation. Show snippet |
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2026 | 41642933 | |
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Parthenolide Alleviates Peritoneal Fibrosis by Blocking Smad2/3 Phosphorylation via Smad Anchor for Receptor Activation. Show snippet |
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2026 | 41546557 | |
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Synthesis, Biological Evaluation, and Molecular Docking of Benzimidazole-hydrazone Derivatives as Potential Anticancer Agents Targeting Tyrosine Kinases: Induces G 0-G1 Phase Arrest in HepG2 Cells. Show snippet |
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2026 | 41631797 | |
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Metabolic reprogramming during human neuron differentiation indicates glutaminase as a key determinant in Fragile X syndrome. Show snippet |
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2026 | 41557506 | |
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Integrative analysis of proteomics and metabolomics reveals amino acid metabolism disorder in adriamycin-resistant acute myeloid leukemia cells. Show snippet |
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2026 | 41513813 | |
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Improved Prediction of Vancomycin Pharmacokinetics in Patients Receiving Continuous Renal Replacement Therapy Using a Novel Population Model Validated With Real-World Data. Show snippet |
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2026 | 41510782 | |
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Safety Assessment of Repeated Oral Administration of Tolfenamic Acid in Japanese Quails: Haematological, Biochemical and Histopathological Evaluations. Show snippet |
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2026 | 41495376 | |
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Transcriptional plasticity of stromal cells amplifies their differentiation efficiency in vitro. Show snippet |
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2026 | 41570986 | |
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Induction of oxidative stress-associated cell death in HepG2 cells by combined methylmercury and palmitic acid exposure at low non-toxic concentrations. Show snippet |
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2026 | 41665874 | |
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Intestinal Sclerostin Deficiency Links Gut Dysbiosis to Altered Serotonin Homeostasis in Axial Spondyloarthritis. Show snippet |
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2026 | 41518441 | |
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Factors influencing vaccination decisions in patients with inflammatory rheumatic and musculoskeletal disease: a qualitative approach. Show snippet |
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2026 | 41501901 | |
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Rutin ameliorates hepatic ischemia-reperfusion injury by targeting CD36 to suppress hepatocyte ferroptosis. Show snippet |
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2026 | 41576568 | |
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Chiral and Dual Drugs Combination Reduces Tumor-Associated Neutrophils-Induced T-Cell Immunoparalysis to Treat Epithelial Ovarian Cancer. Show snippet |
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2026 | 41504490 | |
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Human Left Ventricle circRNA-miRNA-mRNA Network Analyses Reveal a Novel Proangiogenic Role for circNPHP1 Under Ischemic Conditions. Show snippet |
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2026 | 41564714 | |
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Methylation changes of gallbladder DNA during the formation of gallstones. Show snippet |
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2026 | 41498173 | |
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The Role of Aldosterone in Vascular Permeability in Diabetes. Show snippet |
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2026 | 41511372 | |
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Lipid Dysregulation in Renal Cancer: Drivers of Tumor Growth and Determinants of Treatment-Induced Toxicity. Show snippet |
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2026 | 41513115 | |
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FGFR4 and HER2 co-expression is associated with the proinflammatory tumor microenvironment in HR + breast cancer. Show snippet |
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2026 | 41670928 | |
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Multifunctional Ag/MgO Nanocomposite from Marine Bacterium Bacillus tequilensis MYG163 EPS Triggers Metalloptosis in HepG2 Cells Through p53-Mediated DNA Damage and Caspase-3 Activation. Show snippet |
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2026 | 41653263 | |
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Yiqihuoxue Decoction on ischemic cerebrovascular disease after carotid artery stenting: A retrospective study. Show snippet |
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2026 | 41517789 |