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).

• Integration of aged brain multi-omics reveals cross-system mechanisms underlying Alzheimer's disease heterogeneity.

  PMID 41950003 · PMC13244359 · Cell reports · 2026 · 8 claims · 7 setups

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  Multi-omics factor analysis (MOFA) integrating seven omics views from 1,358 ROS/MAP participants identifies cross-omics biological factors relating to AD phenotypes.

  dorsolateral brain postmortem cortex h3k9ac bulk proteomics

• Placental gene signatures associated with high neonatal adiposity: role for immune cell activation.

  PMID 41958865 · PMC13061145 · Journal of the Endocrine Society · 2026 · 8 claims · 8 setups

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  A placental transcriptomic signature is associated with high neonatal adiposity

  placental term atlas neonates bulk gene protein-protein

• Glioblastoma invasion into different organoid hosts reveals cell-intrinsic and proliferative migratory programs.

  PMID 41959666 · PMC13059114 · iScience · 2026 · 8 claims · 8 setups

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  GB cells invade both neural and endodermal organoid hosts (lineage-independent), whereas non-malignant neural progenitor cells show markedly reduced infiltration

  gbm1 gfp-gbm1 facs-sorted post-invasion image-based immunofluorescence single-cell

• A 15-layer multi-omics analysis of gastric cancer ecotypes provides therapeutic insights.

  PMID 42013851 · PMC13198309 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  A 15-layer multi-omics atlas of 159 primary gastric adenocarcinomas and 30 matched normal adjacent tissues was generated, including previously unprofiled layers such as glycoproteomics, XL-MS-based PPI mapping, metabolomics, and tumor microbiome data

  gastric whole-exome methylation sequencing

• Bulk RNA-seq datasets analysis integration identifies robust drought-responsive genes and functional networks in Eucalyptus grandis.

  PMID 42038403 · PMC13106539 · Frontiers in bioinformatics · 2026 · 7 claims · 7 setups

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  Meta-analysis integration of three independent RNA-seq drought studies identifies 472 robust differentially expressed genes (274 up, 198 down) that remain significant across the full meta-analysis and all leave-one-out Jackknife iterations

  grandis computational consistently bulk differential leave-one-out

• Ion-Channel-Mediated Drug Repurposing Opportunities Validated by Single-Cell Perturbation in Colorectal Cancer.

  PMID 42074061 · PMC13116841 · International journal of molecular sciences · 2026 · 8 claims · 6 setups

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  WGCNA on CRC transcriptomes identified 100 hub genes spanning three functional programs: ribosomal biogenesis, RNA processing, and immune

  crc independent hct116 bulk protein-protein vgae-based

• TDAGENE: Inference of Gene Regulatory Network Based on Topological Data Analysis and Graph Attention Network for Single-Cell RNA Sequencing Data.

  PMID 42093817 · PMC13139726 · Computational and structural biotechnology journal · 2026 · 7 claims · 5 setups

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  TDAGENE combines TDA features with a multilayer GAT via gate-controlled fusion to improve GRN inference accuracy

  scrna-seq gene string chip-seq grn persistent prior

• Bacillus velezensis EU07 suppresses Fusarium graminearum via transcriptomic reprogramming.

  PMID 42103992 · PMC13234024 · Applied microbiology and biotechnology · 2026 · 8 claims · 7 setups

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  EU07 exposure compromises fungal cellular integrity, causing severe hyphal distortion

  graminearum five apolipophorin dual rna-seq gene

• Twin peaks: the draft human genome sequence.

  PMID 11276423 · PMC138909 · Genome biology · 2001 · 8 claims · 8 setups

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  The predicted number of human genes (~26,000-40,000) is far lower than the widely assumed ~100,000, though downstream RNA/protein complexity can still generate substantial biological complexity.

  genome genomic genes yeast whole-genome bac computational

• Translating genome sequences into biological understanding.

  PMID 12801409 · PMC193614 · Genome biology · 2003 · 8 claims · 7 setups

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  Gene-trap insertional mutagenesis in mouse ES cells (BayGenomics) generates a large resource of cell lines and knockout mice for studying gene expression patterns and function.

  embryonic transfectable drosophila computational gene-trap pooled cross-species

• The changing face of genomics.

  PMID 15128443 · PMC416465 · Genome biology · 2004 · 8 claims · 8 setups

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  Genome-wide ChIP-chip mapping of ~200 yeast transcriptional regulators across environmental conditions reveals general principles of promoter architecture and regulatory response types

  yeast drosophila zebrafish elegans chip-chip comparative insertional

• The UCSC Proteome Browser.

  PMID 15608236 · PMC540054 · Nucleic acids research · 2005 · 8 claims · 5 setups

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  The UCSC Proteome Browser is tightly integrated with the UCSC Genome Browser, giving users simultaneous access to genome and proteome data.

  swiss-prot sequence domain isoelectric

• Discovery and hypothesis generation through bioinformatics.

  PMID 16522224 · PMC1431734 · Genome biology · 2006 · 8 claims · 8 setups

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  Bioinformatics should be used as a tool for discovery and hypothesis generation, not merely to manage biological data

  genome chemokine gene-expression proteins genome-wide phylogenetic microarray

• The UCSC Genome Browser Database: 2008 update.

  PMID 18086701 · PMC2238835 · Nucleic acids research · 2008 · 8 claims · 8 setups

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  The UCSC Genome Browser Database (GBD) provides integrated sequence and annotation data for a large collection of vertebrate and model organism genomes.

  zebrafish yale vertebrate non-human sage expression snp

• Improvements to cardiovascular gene ontology.

  PMID 19046747 · PMC2706316 · Atherosclerosis · 2009 · 8 claims · 8 setups

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  Gene Ontology (GO) provides a controlled vocabulary that links current functional knowledge of genes to high-throughput genomic and proteomic datasets, aiding data interpretation.

  coronary phospholamban mammalian lines gene expression large-scale

• Report of the 9th HLPP Workshop October 2007, Seoul, Korea.

  PMID 18683817 · PMC4601560 · Proteomics · 2008 · 8 claims · 8 setups

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  An integrated separating-identifying platform identified 6788 proteins (≥2 peptides, 95% confidence) in Chinese human liver samples, including 3721 new to liver and 977 hypothetical proteins

  chinese liver hbv-related mammalian shotgun transcriptome yeast

• HUPO Highlights.

  PMID 19862759 · PMC4594800 · Proteomics · 2009 · 8 claims · 8 setups

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  Mass spectrometry analysis of human liver reference samples (French Reference liver + Huh7 hepatoma cells) achieves substantial human genome coverage via PeptideAtlas processing

  liver subcellular models fetal mass antibody-based quantitative

• Refining breast cancer biomarker discovery and drug targeting through an advanced data-driven approach.

  PMID 38253993 · PMC10810249 · BMC bioinformatics · 2024 · 8 claims · 8 setups

  Has reproduction · 59

  The BGWO_SA_Ens algorithm (hybrid BGWO + simulated annealing with an ensemble classifier objective function) selects predictive breast cancer biomarker genes with high classification performance

  merged gse45827 superior differential feature comparative

• Prediction of prognostic signatures in triple-negative breast cancer based on the differential expression analysis via NanoString nCounter immune panel.

  PMID 33138797 · PMC7607642 · BMC cancer · 2020 · 8 claims · 8 setups

  Has reproduction · 72

  edgeR-based DEG selection is more appropriate for feature selection than Elastic Net when sample sizes are small.

  ffpe same nanostring tnbc nanostring immunohistochemistry differential

• CASK loss of function differentially regulates neuronal maturation and synaptic function in human induced cortical excitatory neurons.

  PMID 36262316 · PMC9574418 · iScience · 2022 · 7 claims · 8 setups

  Has reproduction · 62

  Immature (day 7) CASK KO induced neurons show increased dendritic complexity/neurite overgrowth and upregulated gene networks for cell adhesion, neurite outgrowth, and cytoskeletal organization.

  day mature bulk qrt-pcr gene