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).

• Target cell APOBEC3C can induce limited G-to-A mutation in HIV-1.

  PMID 17967058 · PMC2042017 · PLoS pathogens · 2007 · 8 claims · 8 setups

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  APOBEC3C is necessary and sufficient to induce G-to-A mutation in some HIV-1 strains despite Vif expression

  magi pbmc 293t supt1 sensitive rt-pcr western

• Recovery of bisulfite-converted genomic sequences in the methylation-sensitive QPCR.

  PMID 17439964 · PMC1888819 · Nucleic acids research · 2007 · 8 claims · 7 setups

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  Bisulfite treatment causes DNA strand breakage (via abasic site formation and beta-elimination) in addition to cytosine deamination.

  genomic synthetic bisulfite-treated cloned methylation-sensitive quantitative gel

• scATD: a high-throughput and interpretable framework for single-cell cancer drug resistance prediction and biomarker identification.

  PMID 40501071 · PMC12159290 · Briefings in bioinformatics · 2025 · 8 claims · 6 setups

  Has reproduction · 62

  scATD enables high-throughput single-cell drug sensitivity prediction for new patients without model parameter retraining via bidirectional Bi-AdaIN style transfer

  panglaodb cancer geo gse137829 single-cell bulk

• DAGFormer: A graph-based domain adaptation approach for single-cell cancer drug response prediction.

  PMID 41417875 · PMC12795466 · PLoS computational biology · 2025 · 7 claims · 4 setups

  Has reproduction

  DAGFormer, a graph-based domain adaptation framework integrating bulk and scRNA-seq data, predicts single-cell drug responses more accurately than existing methods.

  pan-can jhu006 pc9 a375 bulk scrna-seq

• DMN-seq enriches DNA hypomethylated regions for biomarker discovery using 5-methylcytosine glycosylase.

  PMID 41673887 · PMC13097799 · Genome biology · 2026 · 7 claims · 8 setups

  Has reproduction · 80

  DME-mediated nicking enables DMN-seq (DMN+) to detect 5mC at single-base resolution by ligating adaptors only to 5mC-containing fragments generated by DME excision

  synthetic partially embryonic mesc dmn+ ubs-seq dmn–

• A mechanistic model captures the emergence and implications of non-genetic heterogeneity and reversible drug resistance in ER+ breast cancer cells.

  PMID 34316714 · PMC8271219 · NAR cancer · 2021 · 7 claims · 8 setups

  Has reproduction · 85

  EMT and tamoxifen-resistance (TamR) regulatory axes can drive one another, enabling non-genetic heterogeneity via six co-existing phenotypes (ES, ER, HS, HR, MS, MR)

  gene same randomized publicly racipe stochastic randomized

• A genome-wide deletion mutant screen identifies pathways affected by nickel sulfate in Saccharomyces cerevisiae.

  PMID 19917080 · PMC2784802 · BMC genomics · 2009 · 8 claims · 4 setups

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  Genome-wide deletion screening identified 149 genes whose deletion causes NiSO4 sensitivity and 119 genes whose deletion confers NiSO4 resistance.

  cerevisiae lists yeast genome-wide functional protein-protein

• Improved eukaryotic detection compatible with large-scale automated analysis of metagenomes.

  PMID 37032329 · PMC10084625 · Microbiome · 2023 · 8 claims · 7 setups

  Has reproduction · 89

  MAPQ ≥30 filtering improves precision but substantially reduces recall, especially for unrepresented/divergent eukaryotic taxa

  eukdetect simulated zymobiomics read holdout mutation-rate

• Physiology engages with functional genomics - at last.

  PMID 16086845 · PMC1273626 · Genome biology · 2005 · 8 claims · 8 setups

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  Large-scale QTL phenotyping in rat strains reveals that most hypertension-related traits are sexually dimorphic

  wild-type caenorhabditis kidney pcr qtl enu copas

• The Cohesin Ring Uses Its Hinge to Organize DNA Using Non-topological as well as Topological Mechanisms.

  PMID 29754816 · PMC6371919 · Cell · 2018 · 8 claims · 8 setups

  Has reproduction · 80

  Sister chromatid cohesion is mediated by co-entrapment of both sister DNAs inside a single hetero-trimeric cohesin ring, perfectly correlating CD formation with cohesion

  cerevisiae smc1 minichromosome agarose western

• RNA-Seq transcriptome profiling identifies CRISPLD2 as a glucocorticoid responsive gene that modulates cytokine function in airway smooth muscle cells.

  PMID 24926665 · PMC4057123 · PloS one · 2014 · 8 claims · 8 setups

  Has reproduction · 87

  Dexamethasone treatment (1 µM, 18 h) of primary human ASM cells differentially regulates 316 genes, including both known and previously uninvestigated glucocorticoid-responsive genes.

  airway asm most single rna-seq quantitative qrt-pcr

• Phosphoproteomics: unraveling the signaling web.

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

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  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