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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Rinsenoside Rg1 and its involvement in Hippo-YAP signaling pathway alleviating symptoms of depressive-like behavior. Show snippet |
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2025 | 40281108 | |
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Constitutive NF-κB Activation is Amplified by VSV in Aggressive PC3 Prostate Cancer Cells that Resist Viral Oncolysis. Show snippet |
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2025 | 41040215 | |
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Coordinated regulation of IGF1R by HIF1α and HIF2α enhances chemoresistance in glioblastoma. Show snippet |
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2025 | 40290443 | |
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Endoplasmic reticulum stress and steroidogenic dysfunction in Leydig cells: Molecular mechanisms of UPR-mediated testosterone regulation. Show snippets (2) |
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2025 | 41371596 | |
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Shuxuetong Injection inhibits pyroptosis in acute ischemic stroke via CD44/NLRP3/GSDMD signal. Show snippet |
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2025 | 40074097 | |
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Carnosic acid attenuates ventilator-induced diaphragmatic dysfunction via activation of the Nrf2/HO-1 pathway. Show snippet |
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2025 | 41275825 | |
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HSPG-binding peptide Pep19-2.5 is a potent inhibitor of HPV16 infection. Show snippet |
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2025 | 39807885 | |
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Impact of the COVID-19 Pandemic on ACO Prevalence Among AECOPD Patients (2019-2023) and Clinical Characteristics by Blood Eosinophil Levels. Show snippet |
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2025 | 40241798 | |
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CircMYO9A inhibits influenza A virus replication by dampening hemagglutinin cleavage via increasing SERPINE1/PAI-1 expression. Show snippet |
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2025 | 40314425 | |
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ANO7 expression in the prostate modulates mitochondrial function and lipid metabolism. Show snippet |
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2025 | 39923095 | |
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MALAT1 modulates granulosa cells ferroptosis and apoptosis through PAK2 upregulation in polycystic ovary syndrome. Show snippet |
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2025 | 40742191 | |
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PU.1 and TGF-β signaling activate the cell-surface expression of CD103 in mast cells and dendritic cells: opposite roles of GATA2 in the expression of mucosal mast cell genes. Show snippet |
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2025 | 40905627 | |
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Correlation Between PIK3R1 Expression and Cell Growth in Human Breast Cancer Cell Line BT-474 and Clinical Outcomes. Show snippet |
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2025 | 39850525 | |
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The carotid body oxygen sensor. Show snippet |
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2025 | 40267624 | |
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Three Distinctive Diacylglycerol Acyltransferases (DGAT1, DGAT2, and DGAT3) from Perilla frutescens and Their Potential in Metabolic Engineering for Designed Oil Production. Show snippet |
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2025 | 40753501 | |
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Synergistic mechanisms of Banxia Xiexin decoction in overcoming chemoresistance and enhancing chemosensitivity in colorectal cancer. Show snippet |
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2025 | 40581262 | |
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Quercetin mitigated LPS-induced PANoptosis in the bursa of Fabricius via the cGAS/STING signaling pathway in broilers. Show snippet |
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2025 | 41389541 | |
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Targeting ferroptosis to rescue osteogenic differentiation in BRONJ-affected jawbone mesenchymal stem cells: the role of miR-145-3p and exosome-mediated therapy. Show snippet |
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2025 | 41074167 | |
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FAdV-4 induces more severe inflammatory responses compared to FAdV-8b. Show snippet |
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2025 | 40803222 | |
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Ion homeostasis and coordinated salt tolerance mechanisms in a barley (Hordeum vulgare L.)doubled haploid line. Show snippet |
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2025 | 39806297 | |
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Integrated spectroscopic and morphological analyses reveal cellular shifts in gene-silenced melanoma CSCs. Show snippet |
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2025 | 40854961 | |
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Epigenetic predictor of smoking status in buccal cells. Show snippet |
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2025 | 40441662 | |
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Isoferulic Acid Mitigates Acute Lung Injury Induced by Sepsis Through the Inhibition of JAK2. Show snippet |
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2025 | 40485414 | |
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AURKA/PLK1/CDC25C Axis as a Novel Therapeutic Target in INI1-Deficient Epithelioid Sarcoma. Show snippet |
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2025 | 39789853 | |
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Nuclear receptor FXR inhibits ferroptosis to alleviate hepatic ischemia-reperfusion injury by targeting GPX4 in a mouse model. Show snippet |
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2025 | 40742574 | |
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Ginsenoside Rg1 Alleviates Hydrogen Peroxide-Induced Autophagy and Apoptosis in Ovarian Granulosa Cells. Show snippet |
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2025 | 40571901 | |
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Transcriptome-wide Mendelian randomisation exploring dynamic CD4+ T cell gene expression in colorectal cancer development. Show snippet |
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2025 | 40321251 | |
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RBM15-MKL1 fusion protein promotes leukemia via m6A methylation and WNT pathway activation. Show snippet |
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2025 | 40060447 | |
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Cardiomyocyte OTUD1 drives diabetic cardiomyopathy via directly deubiquitinating AMPKα2 and inducing mitochondrial dysfunction. Show snippet |
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2025 | 40683882 | |
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Protective effect of luteinizing hormone on frozen-thawed ovarian follicles and granulosa cells. Show snippet |
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2025 | 39808671 | |
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PCYT2 overexpression induces mitochondrial damage and promotes apoptosis in hepatocellular carcinoma cells. Show snippet |
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2025 | 40434993 | |
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Regulation of Energy and Cholesterol Metabolisms During Fetal Leydig Cell Differentiation by DHH, PDGF, and Ad4BP/SF-1. Show snippet |
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2025 | 40878802 | |
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Single-Cell RNA Sequencing of Retina Reveals Nna1 Upregulation in Myopic Diabetic Retinopathy as a Protective Factor Against Diabetic Damage. Show snippet |
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2025 | 41190783 | |
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Visualization of CYP3A4 expression at both mRNA and protein levels simultaneously at single cell resolution in various conditions using RNAscope combined with immunofluorescence. Show snippet |
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2025 | 40850094 | |
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Differential protective roles of c-Jun N-terminal kinase-2 in non-parenchymal liver cells and hepatocytes during cholestasis. Show snippet |
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2025 | 40681041 | |
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Macrophage Phospholipase D3 promotes atherosclerosis via exacerbating foam cell formation and inducing inflammatory responses. Show snippet |
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2025 | 41245776 | |
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Frog Skin Antimicrobial Peptide 3-13 and Its Analogs Alleviate Atherosclerosis Cholesterol Accumulation in Foam Cells via PPARγ Signaling Pathway. Show snippet |
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2025 | 41002435 | |
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Altered cofactor recruitment and nucleosome dynamics underlie bisphenol A's impact on ERα-mediated transcriptional bursting. Show snippet |
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2025 | 40678530 | |
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Glycogen synthase is required for heat shock-mediated autophagy induction in neuronal cells. Show snippet |
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2025 | 39912200 | |
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Hydrogen regulates the aryl hydrocarbon receptor, improving bronchopulmonary dysplasia in neonatal rats and RLE-6TN cells exposed to hyperoxia. Show snippet |
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2025 | 41332897 | |
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Hollow mesoporous Prussian blue nanozymes alleviate doxorubicin-induced cardiotoxicity by restraining oxidative stress associated with Nrf2 signaling. Show snippet |
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2025 | 39933346 | |
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PTEN regulation by miR-486-5p contributes to the amelioration of polycystic ovary syndrome. Show snippet |
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2025 | 41032041 | |
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MiR-218 Exhibits Anti-Leukemia Effects by Targeting CTNND2 in Primary Acute Erythroid Leukemia HEL Cells. Show snippet |
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2025 | 40100342 | |
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The cytotoxic and hemolytic potential of karmitoxin from Karlodinium armiger and how it interacts with sterols. Show snippet |
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2025 | 40032439 | |
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Hsa_circ_0020491 promotes polycystic ovary syndrome by interacting with IGF2BP2 through regulation of granular cell autophagy and mitochondrial dysfunction. Show snippet |
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2025 | 40739999 | |
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A deoxynucleoside triphosphate triphosphohydrolase promotes cell cycle progression in Caulobacter crescentus. Show snippet |
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2025 | 40454833 | |
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Development and Characterization of an Inducible Bacterial Artificial Chromosome System for Studying Lytic Replication and Pathogenesis of Kaposi's Sarcoma-Associated Herpesvirus. Show snippet |
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2025 | 40358030 | |
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Lectin-Based Substrate Detection in Fabry Disease Using the Gb3-Binding Lectins StxB and LecA. Show snippet |
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2025 | 40076891 | |
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Optimizing multiomics sample preparation: comparative evaluation of extraction protocols for HepG2 cells. Show snippet |
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2025 | 41258943 | |
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Prevalence and Risk Factors of Arrhythmias in Patients with Acute Exacerbations of Chronic Obstructive Pulmonary Disease: A Systematic Review and Meta-Analysis. Show snippet |
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2025 | 40922983 | |
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Modulation of Stemness and Differentiation Regulators by Valproic Acid in Medulloblastoma Neurospheres. Show snippet |
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2025 | 39851500 | |
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A function of Spalt proteins in heterochromatin organization and maintenance of genomic DNA integrity. Show snippet |
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2025 | 40326666 | |
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Long noncoding RNA MALAT1 can regulate proliferation and apoptosis of LPS-treated HK-2 cells via targeting miR-23a-3p through regulating ERK signaling. Show snippet |
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2025 | 40395909 | |
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METTL3-mediated m 6A modification of pri-miR-93 promotes hepatocellular carcinoma progression via CDKN1A suppression. Show snippet |
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2025 | 40517665 | |
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Resveratrol improves boar semen quality in summer months through modulation of the AGEs-RAGE signaling pathway in Leydig cells. Show snippet |
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2025 | 41014661 | |
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Regulation and functional importance of human periodontal ligament mesenchymal stromal cells with various rates of CD146+ cells. Show snippet |
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2025 | 40123853 | |
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Adherence to vaccination against SARS-CoV-2 and vaccine safety in patients with immunoglobulin G4-related disease. Show snippet |
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2025 | 39849976 | |
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The role of ABI2 in modulating nuclear proteins: Therapeutic implications for NUP54 and NUP153 in TNBC. Show snippet |
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2025 | 39843146 | |
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Bisphenol AF exposure induced synaptic plasticity and neurobehavioral impairments via triggering the ROS-mediated PERK-eIF2α-ATF4 signaling pathway in adolescent mice. Show snippet |
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2025 | 40795421 | |
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Autophagy Regulates Müller Glial Cell Inflammatory Activation. Show snippet |
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2025 | 40879296 | |
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Ethanol extract of Periploca forrestii Schltr. and chlorogenic acid alleviate ischemic stroke by inhibiting TLR4-mediated neuroinflammation. Show snippet |
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2025 | 40614585 | |
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17β-Estradiol promotes LL37-induced rosacea-like skin inflammation via G protein-coupled estrogen receptor 30. Show snippet |
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2025 | 40670220 | |
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ANA-12 Targets and Inhibits BDNF/TrkB Signaling to Alleviate Pain Behaviors in Rheumatoid Arthritis Mice. Show snippet |
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2025 | 40673956 | |
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The EGFR Pathway as a Potential Therapeutic Target for Modulation of Radiation-induced Liver Injury. Show snippet |
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2025 | 40194772 | |
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Dimethylmonothioarsinic Acid (DMMTA V) Induces NQO1 Expression Through Coordinated Activation of NRF2 and AHR Pathways. Show snippet |
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2025 | 40058744 | |
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Characterization of endogenous SUMOylation sites by click chemistry-based proteomics. Show snippet |
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2025 | 40522366 | |
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SETD6 mediates selective interaction and genomic occupancy of BRD4 and MITF in melanoma cells. Show snippet |
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2025 | 40809945 | |
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Blocking Fpr3 ameliorates osteoarthritis by inhibiting NLRP3-mediated chondrocyte pyroptosis. Show snippet |
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2025 | 40848578 | |
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Okanin Attenuates Mitochondrial Dysfunction and Apoptosis in UVA-Induced HaCaT Cells by Mitophagy Through SIRT3 Pathway. Show snippet |
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2025 | 41008947 | |
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Efficacy of combinatorial inhibition of Hedgehog and autophagy pathways on the survival of AML cell lines. Show snippet |
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2025 | 40449363 | |
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CRIP1 exacerbates osteoarthritis progression by recruiting UBE3A to induce the ubiquitination-mediated degradation of MFGE8. Show snippet |
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2025 | 41067282 | |
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Cannabidiol alleviates methamphetamine-induced autophagy and oxidative stress by suppressing sigma 1 receptor expression. Show snippet |
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2025 | 41314517 | |
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PURPL Represses Radiation-Induced Apoptosis to Promote Radioresistance in Cutaneous Melanoma by Direct Interfering With BID Cleavage. Show snippet |
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2025 | 40229942 | |
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Phillyrin prevents calcium oxalate kidney stones through the PPARγ signaling pathway. Show snippet |
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2025 | 40826835 | |
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Compromised PPARγ Mediated Impaired Placental Glucose Transport via the PI3K/AKT Signaling Pathway is Associated with FGR. Show snippet |
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2025 | 39909142 | |
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Systemic protection through enhanced immunity and antioxidant defenses in immune-primed Mytilus coruscus: insights from cell/tissue-specific analyses. Show snippet |
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2025 | 39938621 | |
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Trofinetide Improves Cognitive Function in APP/PS1 Mice by Suppressing Inflammation and Apoptosis. Show snippet |
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2025 | 41269410 | |
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NQO1 as a predictor of response to adjuvant GemCap treatment for pancreatic cancer. Show snippet |
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2025 | 41324572 | |
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Effects of nedaplatin combined with paclitaxel liposomes or docetaxel on survival rate and biomarkers in patients with recurrent ovarian cancer. Show snippet |
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2025 | 40385012 | |
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Venetoclax synergizes with Wnt/β-catenin inhibitor C-82 in acute myeloid leukemia by increasing the degradation of Mcl-1 protein. Show snippet |
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2025 | 40442688 | |
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PMAIP1 mediates endoplasmic reticulum stress in human dental pulp stem cells during pulpitis pathogenesis. Show snippet |
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2025 | 41013511 | |
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SHP1 and its downstream p38/SP1/PI3K/YAP/Notch-1 signaling in trophoblast cells suppressed the progression of Preeclampsia via inhibiting proliferation of SMCs. Show snippet |
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2025 | 40346122 | |
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Doxorubicin-induced phosphorylation of lamin A/C enhances DNMT1 and activates cardiomyocyte death via suppressing GATA-4 and Bcl-xL in rat heart. Show snippet |
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2025 | 39864225 | |
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Mechanical stimulation induces electrical coupling via TNTs through calcium-dependent mechanisms in C2C12 cells. Show snippet |
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2025 | 40532305 | |
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Epidemiologically Relevant Phthalate Mixture and Mono(2-ethyl-5-hydroxyhexyl) Phthalate Exposure Alter Cell Energy Metabolism in Primary Mouse Granulosa Cells. Show snippet |
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2025 | 40324639 | |
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Dihydroxyacetone decreases the dATP pool, inducing replication stress and genomic instability in BEAS-2B cells. Show snippet |
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2025 | 41173392 | |
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Deoxynivalenol induces global DNA hypomethylation by modulating the expression of miR-29b and DNA methylation regulators in HepG2 cells. Show snippet |
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2025 | 40749799 | |
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CdTe quantum dots induce apoptosis in RSC96 cells by disrupting calcium homeostasis and triggering subcellular structural dysfunction. Show snippet |
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2025 | 40527434 | |
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Assessment of microplastic toxicity on blood-testis barrier using 3D cell spheroids. Show snippet |
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2025 | 40972371 | |
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Anti-resonance in developmental signaling regulates cell fate decisions. Show snippet |
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2025 | 39990305 | |
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Augmenter of liver regeneration alleviates lipid accumulation in MASLD through ATF3-CD36 axis. Show snippet |
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2025 | 41241174 | |
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Antisense oligonucleotide-based switches for conditional translation of synthetic mRNA. Show snippet |
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2025 | 41210590 | |
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Transcriptome Analysis Reveals the Molecular Mechanism of Potentilla anserina L. Polysaccharides in Mitigating Zearalenone-Induced Oxidative Stress in Porcine Sertoli Cells. Show snippet |
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2025 | 40298800 | |
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NLRP3 autophagic degradation disruption in melanocytes contributes to vitiligo development. Show snippet |
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2025 | 40935835 | |
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A fluorescent probe for detecting carboxylesterase level on investigating Chinese medicine water decoction efficacy. Show snippet |
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2025 | 40215850 | |
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Lipid droplets deposition in perihematoma tissue is associated with neurological dysfunction after intracerebral hemorrhage. Show snippet |
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2025 | 39976011 | |
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Antiviral Effects of Tecovirimat and Cellular Ultrastructural Changes in Human Bronchial Epithelial Cell Line Following Monkeypox Virus Infection. Show snippet |
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2025 | 40141361 | |
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Aberrant c-AMP signalling in richter syndrome revealed by single-cell transcriptome and 3D chromatin analysis. Show snippet |
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2025 | 39849544 | |
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TRADD-mediated pyroptosis contributes to diabetic cardiomyopathy. Show snippet |
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2025 | 39753984 |