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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Quantification of Macular Carotenoids over a Wide Dynamic Range in Plant Matrices and Caco-2 Cells Using a Single Transferable Analytical Method. Show snippet |
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2026 | 41897702 | |
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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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The effects of ingested cellulose nanomaterials on DNA methylation in intestinal cells. Show snippet |
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2026 | 41820972 | |
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Epimedium polysaccharide alleviates adenine-induced oligoasthenozoospermia in mice by inhibiting ferroptosis and inflammation through TLR4/NF-κB and SLC7A11/GPX4 axis. Show snippet |
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2026 | 41812369 | |
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Multisite Field Evaluation of Oil Accumulation and Agronomic Performance in Grain and Sweet Sorghums Engineered for Lipid Hyperaccumulation. Show snippet |
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2026 | 41880189 | |
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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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Resistance of BRAF V600E-mutant melanoma to Vemurafenib: a senescence-induced swing from differentiation to blastulation followed by proliferation. Show snippet |
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2026 | 41831518 | |
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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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Inhibition of PADI2-mediated vimentin citrullination alleviates silica-induced pulmonary fibrosis in mice. Show snippet |
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2026 | 41794752 | |
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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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The expression of tyrosine kinase and threonine promotes the progression of lung adenocarcinoma and is linked to a negative prognosis. Show snippet |
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2026 | 41790678 | |
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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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CBX2 phase-separation contributes to homologous recombination repair and drug resistance in ovarian cancer. Show snippet |
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2026 | 41888115 | |
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Comparative Biofunctionality Assessment of Lignin and Lignin/Chitosan Nanoparticles: Impact of Chitosan Co-Assembly on Cytotoxicity, Cytocompatibility, Radical-Scavenging Activity, and Antimicrobial Performance. Show snippet |
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2026 | 41900836 | |
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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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Pyrin Inflammasome Activation Triggers an IL-18-Driven IFNγ Response in Mevalonate Kinase Deficiency. Show snippet |
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2026 | 41812801 | |
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YAP1 Enhances Mesenchymal-Type Gene Expression in Human Adrenergic-Type Neuroblastoma Cells. Show snippet |
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2026 | 41681855 | |
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Microtubule-Associated Protein 4 Overexpression Correlates with Early Recurrence in Hepatitis B Virus-Associated Hepatocellular Carcinoma Patients Following Curative Hepatic Resection. Show snippet |
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2026 | 41847218 | |
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[Research progress on the effect of circadian rhythm on the occurrence and development of intervertebral disc degeneration]. Show snippet |
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2026 | 41808511 | |
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Disturbed mitochondrial maturation in cardiolipin remodeling-deficient cardiomyocytes. Show snippet |
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2026 | 41847620 | |
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HaloTag-based approach to quantify subcellular localization of TRPV3 channels. Show snippet |
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2026 | 41787805 | |
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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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NanoBRET Tracer Development for Class I Bromodomain Target Engagement in Live Cells. Show snippet |
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2026 | 41777111 | |
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LAP2 Isoform Profile in Heart Ageing and in Cardiac Cell Proliferation and Differentiation: Input From CRISPR-Cas9-mediated LAP2a Knockdown in H9C2. Show snippet |
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2026 | 41799755 | |
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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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Targeting NLRP3 inflammasome signaling for atrial fibrillation therapy. Show snippet |
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2026 | 41861523 | |
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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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Comprehensive RNA Sequencing Analysis Reveals Heterogeneous Expression of Epstein-Barr Virus Genes in Gastric Cancer. Show snippet |
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2026 | 41830468 | |
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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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HBx Promotes the Malignant Advancement of Hepatitis B Virus-Associated Hepatocellular Carcinoma by Increasing ENO1 Expression. Show snippet |
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2026 | 41902335 | |
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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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Single-Mode Fiber Image Relay Mass Spectrometry Imaging Reveals Lipid Heterogeneity during Drug-Induced Apoptosis. Show snippet |
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2026 | 41824938 | |
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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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Sperm-Specific Glyceraldehyde-3-Phosphate Dehydrogenase and Energy Metabolism in Melanoma Cells. Show snippet |
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2026 | 41843882 | |
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Combinatorial treatment with donafenib and quercetin suppresses lipid metabolism in HepG2 cells by targeting the CREB1/DRP1/SREBP1 axis. Show snippet |
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2026 | 41822121 | |
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RHOT Proteins Link Mitochondrial Motility to Cardiomyocyte Sarcomere Maturation. Show snippet |
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2026 | 41834725 | |
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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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Pharmacological Modulation of Autophagy Can Sensitize Acute Lymphoblastic Leukemia Cell Lines to Dexamethasone. Show snippet |
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2026 | 41827711 | |
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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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FBXO39 knockdown promotes spermatogenesis impairment by inducing mitochondrial dysfunction and ferroptosis via inhibiting KDM5A ubiquitination and regulating H3K4me3 demethylation. Show snippet |
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2026 | 41781602 | |
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NimA promotes cell adhesion at the blood brain barrier of the Drosophila nervous system. Show snippet |
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2026 | 41776313 | |
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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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Targeting ZNF570 activates ferroptosis to reverse tamoxifen resistance in ER + breast cancer cells. Show snippet |
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2026 | 41857240 | |
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Pericytes and mesenchymal stromal cells converge toward pro-tumor phenotypes in the tumor microenvironment. Show snippet |
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2026 | 41811593 | |
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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 snippet |
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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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Cell type-dependent suppression of the RNA helicase DDX3Y levels by the close paralog DDX3X. Show snippet |
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2026 | 41836289 | |
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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 |