Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• Dynamic changes of the immune microenvironment in ovarian cancer following neoadjuvant chemotherapy.

  PMID 41872134 · PMC13039919 · Cell death discovery · 2026 · 8 claims · 8 setups

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  Prostaglandin-mediated immunosuppressive microenvironment formation is a critical contributor to chemotherapy resistance following cisplatin treatment

  high-grade hgsoc bone bmdms scrna-seq cell-cell tensor

• Multi-omics reveal vitamin D regulation of immune-gut microbiome interactions and tolerogenic pathways in inflammatory bowel disease.

  PMID 41895287 · PMC13130636 · Cell reports. Medicine · 2026 · 8 claims · 7 setups

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  12 weeks of vitamin D treatment decreases disease activity scores and inflammatory markers (fecal calprotectin) and improves quality of life in IBD patients

  stool peripheral iga-bound ibd iga-seq igg-seq blood

• Sexual dimorphism shapes renal metabolic adaptation to a ketogenic diet.

  PMID 41904948 · PMC13197013 · Cell reports · 2026 · 8 claims · 8 setups

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  Only female kidneys activate ketogenesis and gluconeogenesis in response to a ketogenic diet

  kidney arterial bladder mice untargeted kidney-specific urine

• De novo transcriptome assembly and annotation of Penaeus monodon hemocytes under WSSV infection and STAT knockdown.

  PMID 41942475 · PMC13233909 · Scientific data · 2026 · 8 claims · 7 setups

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  A validated de novo hemocyte transcriptome assembly and 12-library RNA-seq dataset for P. monodon under WSSV infection and PmSTAT knockdown is provided as a public resource.

  penaeus monodon assembled predicted bulk novo busco

• A sequence knowledge-guided deep learning method for single-cell multi-omics translation.

  PMID 41975483 · PMC13185235 · Genome biology · 2026 · 7 claims · 7 setups

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  scProTrans, a deep learning framework combining sequence knowledge (dna2vec gene embeddings, ProtT5 protein embeddings) with a cross-omics attention mechanism, translates single-cell transcriptome data into proteome profiles

  multi-omics pbmcs datasets fully cite-seq cross-technology tri-omics

• Plant spatial compartmentalization buffers bacteriome structure and function under antibiotic stress.

  PMID 41981092 · PMC13233986 · Scientific reports · 2026 · 8 claims · 7 setups

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  Spatial compartmentalization is the primary driver of bacteriome structure and functional potential, surpassing antibiotic treatment effects across all analytical approaches

  bulk rhizosphere endosphere full-length beta faprotax

• Identification of cycling regulatory T cell precursors as conductors of immune escape during breast carcinoma progression.

  PMID 41997138 · PMC13213619 · Cancer cell · 2026 · 8 claims · 8 setups

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  A novel proliferative Treg precursor state, cycling Treg (cycTreg: FOXP3^int, MKI67^hi, IKZF2/4^int-hi), is absent in normal breast, low in DCIS, and strongly expanded in IBC

  normal mammary dcis tumor-draining scrna-seq spatial multiplex

• Regulation Ratio: A Singular Multi-Omic Measurement of Gene Regulatory Mechanisms.

  PMID 42028238 · PMC13100350 · Computational and structural biotechnology journal · 2026 · 8 claims · 5 setups

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  A Regulation Ratio (RR), calculated as the ratio of gene-length-normalized POP-seq peak density to ATAC-seq peak density, quantifies the relative balance of post-transcriptional versus transcriptional regulation for individual genes

  hek293 computational atac-seq pop-seq rna-seq

• The proteomic landscape and temporal dynamics of human and mouse gastruloid development.

  PMID 42032312 · PMC13179132 · Nature cell biology · 2026 · 8 claims · 8 setups

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  Generated a quantitative proteomic, phosphoproteomic, and matched transcriptomic resource across four stages of human and mouse gastruloid development

  escs gastruloids sox2-mcitrine quantitative phosphoproteomics bulk

• BCAT1-dependent HIF-1α stabilization is a targetable metabolic vulnerability in hepatocellular carcinoma.

  PMID 42061407 · PMC13198305 · Cell reports. Medicine · 2026 · 7 claims · 8 setups

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  BCAT1 depletes α-KG to inhibit PHD and stabilize HIF-1α under hypoxic conditions in HCC

  mhcc97l capillary western bulk

• nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning.

  PMID 35118380 · PMC8808542 · NAR genomics and bioinformatics · 2022 · 8 claims · 7 setups

  Has reproduction · 100

  nf-core/mag is a Nextflow/nf-core pipeline for hybrid metagenome assembly, binning and taxonomic classification of MAGs.

  simulated assembled mags raw metagenomic novo genome

• Partially shared multi-modal embedding learns holistic representation of cell state.

  PMID 41741805 · PMC13021527 · Nature computational science · 2026 · 8 claims · 5 setups

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  APOLLO automatically learns partial information sharing between multiple data modalities using an autoencoder with a partially overlapping latent space trained via latent optimization.

  simulated paired single simulation scrna-seq multiplexed

• Proteomic approaches for studying alcoholism and alcohol-induced organ damage.

  PMID 23584750 · PMC3860448 · Alcohol research & health : the journal of the National Institute on Alcohol Abuse and Alcoholism · 2008 · 8 claims · 7 setups

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  Chronic alcohol abuse produces persistent changes in brain function (tolerance, dependence, craving) likely resulting from alterations in gene and protein expression

  extracts trypsin-digested more yeast two-dimensional liquid mudpit

• Global analysis of community-associated methicillin-resistant Staphylococcus aureus exoproteins reveals molecules produced in vitro and during infection.

  PMID 17217429 · PMC2064037 · Cellular microbiology · 2007 · 6 claims · 3 setups

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  Proteomic analysis (2-DGE coupled with ADI-MS/MS) identified 250 unique exoproteins produced by MW2 and LAC culture supernatants during growth in vitro.

  mw2 mice neutrophils 2-dimensional infection confocal

• A quantitative proteomic approach for identification of potential biomarkers in hepatocellular carcinoma.

  PMID 18715028 · PMC3769105 · Journal of proteome research · 2008 · 8 claims · 3 setups

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  iTRAQ-based quantitative LC-MS/MS proteomics can identify and quantitate differentially expressed proteins between HCC tumor and adjacent noncancerous liver tissue

  hcv-associated hcc formalin-fixed itraq western immunohistochemical

• Correlations between gut microbiota and serum metabolomics in patients with neurogenic rosacea.

  PMID 40676500 · PMC12272963 · BMC microbiology · 2025 · 6 claims · 3 setups

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  Patients with neurogenic rosacea exhibit significant gut microbiota dysbiosis compared to healthy controls

  serum fecal paired lc-ms 16s spearman

• Tumor cell metabolism: the marriage of molecular genetics and proteomics with cellular intermediary metabolism; proceed with caution!

  PMID 17090311 · PMC1636067 · Molecular cancer · 2006 · 8 claims · 5 setups

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  Genetic/proteomic alterations will have little relevancy to disease processes if they are not manifested in altered and impaired cellular and metabolic function

  prostate tumor malignant enzyme gene abundance

• HArmonized single-cell RNA-seq Cell type Assisted Deconvolution (HASCAD).

  PMID 37907883 · PMC10619225 · BMC medical genomics · 2023 · 6 claims · 4 setups

  Has reproduction · 67

  Removal of batch effects in reference scRNA-seq datasets (via Harmony-Symphony) benefits the task of cell composition deconvolution

  pbmc derived tcga-lihc scrna-seq simulated bulk

• scPASU: A computational protocol for quantifying polyadenylation site usage and alternative polyadenylation from 3' scRNA-seq data.

  PMID 42085187 · PMC13157062 · STAR protocols · 2026 · 8 claims · 6 setups

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  scPASU is a Snakemake-based workflow that quantifies APA from standard 3′ scRNA-seq data without requiring specialized library preparation

  ureter processed scrna-seq read poly

• Shape-constrained, changepoint additive models for time series omics data with cpam.

  PMID 41978264 · PMC13076231 · Nucleic acids research · 2026 · 8 claims · 3 setups

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  cpam outperforms existing time series methods in control of false discovery rate versus power to detect temporal changes

  embryogenesis arabidopsis simulated isoform-level gene-level simulation