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).

• Adaptive learning embedding features to improve the predictive performance of SARS-CoV-2 phosphorylation sites.

  PMID 37847658 · PMC10628388 · Bioinformatics (Oxford, England) · 2023 · 7 claims · 3 setups

  Has reproduction · 67

  PSPred-ALE, a deep learning predictor using a self-adaptive learning embedding algorithm, automatically extracts contextual sequence features and identifies SARS-CoV-2 phosphorylation sites without feature engineering.

  lung peptide same bulk deep traditional

• Quantitative phosphoproteomics by mass spectrometry: past, present, and future.

  PMID 18846511 · PMC2701620 · Proteomics · 2008 · 8 claims · 6 setups

  Full-text index only

  Selective enrichment of phosphopeptides (antiphosphotyrosine IP, IMAC, TiO2/MOAC, SCX, chemical tagging) is required to detect substoichiometric, transient phosphorylation events by MS

  adipocytes jurkat mammary specified antiphosphotyrosine phosphospecific comparative

• Phosphoproteomics: unraveling the signaling web.

  PMID 18922462 · PMC2754874 · Molecular cell · 2008 · 8 claims · 8 setups

  Full-text index only

  Integrating discovery-based MS phosphoproteomics with targeted protein microarray technologies yields a more complete picture of signaling networks and improves clinical translation of findings.

  ddr atr-deficient hela mammary phosphospecific phospho-motif scx

• A new era for proteomics research?

  PMID 19014405 · PMC2614486 · Genome biology · 2008 · 8 claims · 8 setups

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  Refined mass spectrometry instrumentation and software now make whole-proteome coverage of model organisms in a single experiment conceivable

  proteins lines kinases breast mass silac kinase-specific

• A taxonomy of epithelial human cancer and their metastases.

  PMID 20017941 · PMC2806369 · BMC medical genomics · 2009 · 8 claims · 6 setups

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  Unsupervised hierarchical clustering of 1566 primary epithelial tumors yields large tissue-enriched clusters (breast, colon/GI, lung, ovary, kidney) plus smaller prostate, thyroid-kidney, and mixed clusters

  epithelial tumor metastatic breast microarray gene fisher

• Cellular responses to ErbB-2 overexpression in human mammary luminal epithelial cells: comparison of mRNA and protein expression.

  PMID 14710226 · PMC2395336 · British journal of cancer · 2004 · 7 claims · 5 setups

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  There is a surprisingly high correlation between transcription and translation for the subset of genes studied by parallel microarray and proteomics analysis

  hb4a serum-starved cdna 2d-difference immunoblotting

• Developing a thyroid cancer differentiation state classification system using deep residual networks and metabolic signature profiling.

  PMID 40993300 · PMC12460824 · NPJ digital medicine · 2025 · 8 claims · 7 setups

  Has reproduction

  A ResNet classifier built on a 10-gene metabolic signature distinguishes all thyroid cancer differentiation states with ~92.7% average accuracy.

  fuscc epithelial aggregated untargeted whole-exome bulk

• Itaconate and derivatives reduce interferon responses and inflammation in influenza A virus infection.

  PMID 35025971 · PMC8846506 · PLoS pathogens · 2022 · 8 claims · 8 setups

  Has reproduction · 95

  Acod1 expression and itaconate synthesis are induced in mouse lung during IAV infection and correlate with inflammation and disease severity

  lung c57bl pbmcs macrophages bulk metabolomics histopathology

• A novel gammaD-crystallin mutation causes mild changes in protein properties but leads to congenital coralliform cataract.

  PMID 19668596 · PMC2722711 · Molecular vision · 2009 · 8 claims · 6 setups

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  A novel heterozygous CRYGD mutation c.43C>A (R15S) causes congenital coralliform cataract in Family A

  family genomic crygd lens two-point microsatellite direct