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).

• MultiPert: An adversarial alignment and dual attention framework for single-cell multi-omics perturbation prediction.

  PMID 41811907 · PMC12998955 · PLoS computational biology · 2026 · 8 claims · 7 setups

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  MultiPert reliably predicts both perturbed gene expression and protein abundance profiles from single-cell multi-omics data

  thp-1 kidney gse156478 computational zinb-vae autoencoder eccite-seq

• The cell cycle and virus infection.

  PMID 15576934 · PMC7120536 · Methods in molecular biology (Clifton, N.J.) · 2005 · 8 claims · 7 setups

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  Viruses interfere with the host cell cycle to increase efficiency of virus replication

  vero chick nucleoli mammalian flow indirect northern

• 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

• The Proteo-Transcriptome of Extracellular Vesicles and Particles Is Largely Preserved After Cryopreservation.

  PMID 42094828 · PMC13140971 · Journal of extracellular biology · 2026 · 6 claims · 7 setups

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  Cryopreservation has little effect on protein concentration, particle size, and proteo-transcriptomics of EVPs

  tissue-derived sec-separated sec-pooled supernatants multiplex small western

• Smart spatial omics (S2-omics) optimizes region of interest selection to capture molecular heterogeneity in diverse tissues.

  PMID 41298871 · PMC12662399 · Nature cell biology · 2025 · 7 claims · 6 setups

  Has reproduction · 100

  S2-omics is an end-to-end workflow that automatically selects ROIs from H&E histology images to maximize molecular information content for spatial omics profiling.

  gastric colorectal additional breast xenium visium histology