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).

• Machine learning and free energy clustering reveal PAH protein binding linked to AD risk.

  PMID 41953002 · PMC13053772 · iScience · 2026 · 8 claims · 8 setups

  Has reproduction · 78

  PARP1, PTPN1, and ITGA4 are core PAH protein targets identified via PPI network analysis and XGBoost feature selection from AD-associated DEGs

  brain geo predicted gse44771 wgcna differential protein-protein

• Microproteomics: analysis of protein diversity in small samples.

  PMID 18271009 · PMC2743962 · Mass spectrometry reviews · 2008 · 8 claims · 8 setups

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  Changes in gene/mRNA expression often do not correlate well with changes in protein expression, due to precursor cleavage, post-translational modification, localization, and variable protein lifetimes.

  lcm-dissected single few dense gel maldi capillary