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. View snippets |
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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. View snippets |
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2025 | 41040215 | |
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Coordinated regulation of IGF1R by HIF1α and HIF2α enhances chemoresistance in glioblastoma. View snippets |
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2025 | 40290443 | |
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Shuxuetong Injection inhibits pyroptosis in acute ischemic stroke via CD44/NLRP3/GSDMD signal. View snippets |
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2025 | 40074097 | |
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HSPG-binding peptide Pep19-2.5 is a potent inhibitor of HPV16 infection. View snippets |
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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. View snippets |
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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. View snippets |
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2025 | 40314425 | |
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ANO7 expression in the prostate modulates mitochondrial function and lipid metabolism. View snippets |
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2025 | 39923095 | |
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MALAT1 modulates granulosa cells ferroptosis and apoptosis through PAK2 upregulation in polycystic ovary syndrome. View snippets |
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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. View snippets |
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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. View snippets |
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2025 | 39850525 | |
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The carotid body oxygen sensor. View snippets |
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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. View snippets |
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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. View snippets |
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2025 | 40581262 | |
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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. View snippets |
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2025 | 41074167 | |
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FAdV-4 induces more severe inflammatory responses compared to FAdV-8b. View snippets |
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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. View snippets |
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2025 | 39806297 | |
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Integrated spectroscopic and morphological analyses reveal cellular shifts in gene-silenced melanoma CSCs. View snippets |
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2025 | 40854961 | |
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Epigenetic predictor of smoking status in buccal cells. View snippets |
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2025 | 40441662 | |
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Isoferulic Acid Mitigates Acute Lung Injury Induced by Sepsis Through the Inhibition of JAK2. View snippets |
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2025 | 40485414 | |
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AURKA/PLK1/CDC25C Axis as a Novel Therapeutic Target in INI1-Deficient Epithelioid Sarcoma. View snippets |
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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. View snippets |
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2025 | 40742574 | |
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Ginsenoside Rg1 Alleviates Hydrogen Peroxide-Induced Autophagy and Apoptosis in Ovarian Granulosa Cells. View snippets |
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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. View snippets |
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2025 | 40321251 | |
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RBM15-MKL1 fusion protein promotes leukemia via m6A methylation and WNT pathway activation. View snippets |
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2025 | 40060447 | |
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Cardiomyocyte OTUD1 drives diabetic cardiomyopathy via directly deubiquitinating AMPKα2 and inducing mitochondrial dysfunction. View snippets |
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2025 | 40683882 | |
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Protective effect of luteinizing hormone on frozen-thawed ovarian follicles and granulosa cells. View snippets |
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2025 | 39808671 | |
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PCYT2 overexpression induces mitochondrial damage and promotes apoptosis in hepatocellular carcinoma cells. View snippets |
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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. View snippets |
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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. View snippets |
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2025 | 41190783 | |
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Differential protective roles of c-Jun N-terminal kinase-2 in non-parenchymal liver cells and hepatocytes during cholestasis. View snippets |
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2025 | 40681041 | |
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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. View snippets |
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2025 | 40850094 | |
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Frog Skin Antimicrobial Peptide 3-13 and Its Analogs Alleviate Atherosclerosis Cholesterol Accumulation in Foam Cells via PPARγ Signaling Pathway. View snippets |
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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. View snippets |
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2025 | 40678530 | |
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Glycogen synthase is required for heat shock-mediated autophagy induction in neuronal cells. View snippets |
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2025 | 39912200 | |
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Hollow mesoporous Prussian blue nanozymes alleviate doxorubicin-induced cardiotoxicity by restraining oxidative stress associated with Nrf2 signaling. View snippets |
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2025 | 39933346 | |
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PTEN regulation by miR-486-5p contributes to the amelioration of polycystic ovary syndrome. View snippets |
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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. View snippets |
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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. View snippets |
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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. View snippets |
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2025 | 40739999 | |
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A deoxynucleoside triphosphate triphosphohydrolase promotes cell cycle progression in Caulobacter crescentus. View snippets |
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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. View snippets |
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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. View snippets |
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2025 | 40076891 | |
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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. View snippets |
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2025 | 40922983 | |
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Modulation of Stemness and Differentiation Regulators by Valproic Acid in Medulloblastoma Neurospheres. View snippets |
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2025 | 39851500 | |
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A function of Spalt proteins in heterochromatin organization and maintenance of genomic DNA integrity. View snippets |
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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. View snippets |
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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. View snippets |
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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. View snippets |
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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. View snippets |
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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. View snippets |
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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. View snippets |
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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. View snippets |
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2025 | 40795421 | |
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Autophagy Regulates Müller Glial Cell Inflammatory Activation. View snippets |
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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. View snippets |
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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. View snippets |
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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. View snippets |
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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. View snippets |
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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. View snippets |
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2025 | 40058744 | |
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Characterization of endogenous SUMOylation sites by click chemistry-based proteomics. View snippets |
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2025 | 40522366 | |
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SETD6 mediates selective interaction and genomic occupancy of BRD4 and MITF in melanoma cells. View snippets |
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2025 | 40809945 | |
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Blocking Fpr3 ameliorates osteoarthritis by inhibiting NLRP3-mediated chondrocyte pyroptosis. View snippets |
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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. View snippets |
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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. View snippets |
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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. View snippets |
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2025 | 41067282 | |
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PURPL Represses Radiation-Induced Apoptosis to Promote Radioresistance in Cutaneous Melanoma by Direct Interfering With BID Cleavage. View snippets |
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2025 | 40229942 | |
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Phillyrin prevents calcium oxalate kidney stones through the PPARγ signaling pathway. View snippets |
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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. View snippets |
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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. View snippets |
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2025 | 39938621 | |
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Effects of nedaplatin combined with paclitaxel liposomes or docetaxel on survival rate and biomarkers in patients with recurrent ovarian cancer. View snippets |
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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. View snippets |
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2025 | 40442688 | |
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PMAIP1 mediates endoplasmic reticulum stress in human dental pulp stem cells during pulpitis pathogenesis. View snippets |
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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. View snippets |
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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. View snippets |
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2025 | 39864225 | |
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Mechanical stimulation induces electrical coupling via TNTs through calcium-dependent mechanisms in C2C12 cells. View snippets |
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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. View snippets |
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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. View snippets |
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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. View snippets |
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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. View snippets |
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2025 | 40527434 | |
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Assessment of microplastic toxicity on blood-testis barrier using 3D cell spheroids. View snippets |
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2025 | 40972371 | |
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Anti-resonance in developmental signaling regulates cell fate decisions. View snippets |
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2025 | 39990305 | |
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Antisense oligonucleotide-based switches for conditional translation of synthetic mRNA. View snippets |
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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. View snippets |
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2025 | 40298800 | |
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NLRP3 autophagic degradation disruption in melanocytes contributes to vitiligo development. View snippets |
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2025 | 40935835 | |
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A fluorescent probe for detecting carboxylesterase level on investigating Chinese medicine water decoction efficacy. View snippets |
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2025 | 40215850 | |
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Lipid droplets deposition in perihematoma tissue is associated with neurological dysfunction after intracerebral hemorrhage. View snippets |
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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. View snippets |
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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. View snippets |
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2025 | 39849544 | |
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TRADD-mediated pyroptosis contributes to diabetic cardiomyopathy. View snippets |
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2025 | 39753984 | |
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Lysimachia christinae Hance aqueous extract ameliorates renal injury in kidney stone rats and calcium oxalate crystal-induced oxidative stress in HK-2 cells via inhibiting the PI3K/Akt/mTOR pathway. View snippets |
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2025 | 40692330 | |
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Microglial Membrane-Coated Biomimetic Nanoplatform for Enhanced Blood-Brain Barrier Penetration and Targeted Photodynamic Therapy in Orthotopic Glioblastoma. View snippets |
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2025 | 40904226 | |
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Selective chemical and genetic inhibition of PKCβII strongly sensitizes colon cancer cells to anoikis. View snippets |
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2025 | 40459703 | |
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Detection of hepatitis B virus mRNA from single cell RNA sequencing data without prior knowledge. View snippets |
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2025 | 39932940 | |
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CD38 in the pathobiology of cutaneous T-cell lymphoma and the potential for combination therapeutic intervention. View snippets |
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2025 | 40057636 | |
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SDF2L1 downregulation mediates high glucose-caused Schwann cell dysfunction by inhibiting nuclear import of TFEB and CREB via KPNA3. View snippets |
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2025 | 40294738 | |
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CD9 downregulation activates EGFR/ERK/WAVE2 pathway to remodel F-actin and promote proliferation and migration of cholesteatoma epithelial cells. View snippets |
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2025 | 40858050 | |
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Mechanism of HDAC2 regulating Nrf2 acetylation level in neuronal ferroptosis of neonatal rats with hypoxic-ischemic brain injury. View snippets |
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2025 | 40065544 | |
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FOLFIRI with cetuximab or bevacizumab in RAS wild-type metastatic colorectal cancer: Refining first-line treatment selection by combining clinical parameters: A post hoc analysis of the randomized open-label phase III trial FIRE-3/AIO KRK0306. View snippets |
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2025 | 40179821 | |
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Altered venous flow drives endothelial to mesenchymal transition in varicose veins by suppressing PIEZO1-KLF2 signaling. View snippets |
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2025 | 41055734 | |
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Serum-Free Japanese Encephalitis Virus Production in a Single-Use Fixed-Bed Bioreactor. View snippets |
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2025 | 41132894 |