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).

• Non-linear mapping for exploratory data analysis in functional genomics.

  PMID 15661072 · PMC548129 · BMC bioinformatics · 2005 · 8 claims · 8 setups

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  A relaxation method for non-linear mapping adapts one pair of points per step rather than all points at once, and was originally shown by Chang and Lee to outperform Sammon's mapping in cluster detection effectiveness and computational efficiency.

  leukaemia small srbct brain relaxation self-organising sammon's

• miRge 2.0 for comprehensive analysis of microRNA sequencing data.

  PMID 30153801 · PMC6112139 · BMC bioinformatics · 2018 · 8 claims · 6 setups

  Has reproduction · 89

  miRge 2.0 introduces a novel SVM-based miRNA detection method using both hairpin structure and isomiR composition, yielding higher specificity for miRNA identification

  pooled colon datasets small a-to-i novel

• Estimating and Correcting for Off-Target Cellular Contamination in Brain Cell Type Specific RNA-Seq Data.

  PMID 33746712 · PMC7966716 · Frontiers in molecular neuroscience · 2021 · 6 claims · 7 setups

  Has reproduction · 50

  A computational method using high-quality scRNA-seq reference data can estimate per-sample, per-cell-type off-target contamination coefficients in sctRNA-seq datasets.

  brain cortex allen lcm-seq lcm-seq scrna-seq marker

• Large-scale analysis of Macaca fascicularis transcripts and inference of genetic divergence between M. fascicularis and M. mulatta.

  PMID 18294402 · PMC2287170 · BMC genomics · 2008 · 8 claims · 6 setups

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  Constructed full-length-enriched cDNA libraries and determined 85,721 EST sequences and 9407 full-insert sequences from cynomolgus macaque brain (7 regions), testis, and liver

  cynomolgus 3-year-old macaque est full-insert oligonucleotide

• The FAS gene, brain volume, and disease progression in Alzheimer's disease.

  PMID 19766542 · PMC3100774 · Alzheimer's & dementia : the journal of the Alzheimer's Association · 2010 · 8 claims · 4 setups

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  The minor (T) allele of rs1468063 in FAS is significantly associated with faster AD progression after permutation-based multiple-testing correction

  peripheral longitudinally same subset snp survival permutation

• Genomic studies of mood disorders -- the brain as a muscle?

  PMID 15833130 · PMC1088952 · Genome biology · 2005 · 7 claims · 5 setups

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  FGF family members and receptors (notably FGF1, FGF2, FGFR2, FGFR3) are down-regulated in postmortem prefrontal cortex of subjects with major depressive disorder but not in bipolar or control subjects.

  postmortem brain rodent hippocampus affymetrix quantification gene

• Interpretable prediction models for widespread m6A RNA modification across cell lines and tissues.

  PMID 37995291 · PMC10697738 · Bioinformatics (Oxford, England) · 2023 · 7 claims · 6 setups

  Has reproduction · 79

  CLSM6A, a CNN-based model set, predicts single-nucleotide-resolution m6A RNA modification sites across eight cell lines and three tissues in H. sapiens

  clsm6a learned last-layer computational model-based propagation-based

• Human methylome variation across Infinium 450K data on the Gene Expression Omnibus.

  PMID 33937763 · PMC8061458 · NAR genomics and bioinformatics · 2021 · 8 claims · 6 setups

  Has reproduction · 88

  Approximately two-thirds of compiled HM450K samples are from blood, one-quarter from brain, and roughly one-third from cancer patients.

  hm450k seven annotated illumina beadarray model-based

• Microglial Fkbp5 Impairs Post-Stroke Vascular Integrity and Regeneration by Promoting Yap1-Mediated Glycolysis and Oxidative Phosphorylation.

  PMID 41355597 · PMC13042415 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

  Has reproduction · 50

  A post-stroke perivascular microglial niche (stroke-VAM) exists, characterized by low M2 marker expression and elevated glycolysis, OXPHOS, and phagocytic activity.

  ipsilateral cx3cr1cre peri-infarct ischemic single-cell single-nucleus immunofluorescence

• Digital sorting of complex tissues for cell type-specific gene expression profiles.

  PMID 23497278 · PMC3626856 · BMC bioinformatics · 2013 · 8 claims · 8 setups

  Has reproduction · 85

  The Digital Sorting Algorithm (DSA) deconvolves mixed tissue expression into cell type-specific profiles using only marker genes, without requiring prior knowledge of cell type frequencies or in vitro pure-cell profiles.

  liver im-9 immune deconvolved microarray simulation roc

• Ontological Discovery Environment: a system for integrating gene-phenotype associations.

  PMID 19733230 · PMC2783409 · Genomics · 2009 · 8 claims · 8 setups

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  ODE is a web-based system for storing, sharing, retrieving and analyzing phenotype-centered genomic data sets across species and experimental systems

  strains integrated bipartite phish gene differential pairwise

• Network-assisted protein identification and data interpretation in shotgun proteomics.

  PMID 19690572 · PMC2736651 · Molecular systems biology · 2009 · 7 claims · 7 setups

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  Confidently identified proteins in a sample form tightly connected sub-networks in the protein interaction network, with significantly higher clustering coefficients than random or topology-matched random sub-networks.

  yeast organs mammary organ shotgun clique-enrichment microarray

• Fractional ridge regression: a fast, interpretable reparameterization of ridge regression.

  PMID 33252656 · PMC7702219 · GigaScience · 2020 · 7 claims · 2 setups

  Has reproduction · 84

  Ridge regression can be reparameterized in terms of the fraction γ between the L2-norms of the regularized and unregularized coefficient solutions (fractional ridge regression, FRR).

  synthetic brain benchmarking general

• Histone deacetylase SIRT6 regulates tryptophan catabolism and prevents metabolite imbalance associated with neurodegeneration.

  PMID 41345108 · PMC12789597 · Nature communications · 2025 · 7 claims · 8 setups

  Has reproduction · 93

  SIRT6 is an evolutionarily conserved regulator of tryptophan catabolism that balances tryptophan usage between the kynurenine and serotonin/melatonin pathways

  embryonic brains sirt6 serum untargeted rna-seq microarray

• Gene function in the mammalian genome, courtesy of the mouse.

  PMID 12537544 · PMC151280 · Genome biology · 2003 · 8 claims · 8 setups

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  Mosaicism of Mus musculus domesticus and Mus musculus musculus haplotypes exists across the inbred laboratory mouse genome, and genome-wide haplotype mapping can enhance positional cloning

  inbred genome mice model genome-wide large-scale phenotypic

• Crunching the bio-numbers.

  PMID 14664241 · PMC1316909 · Environmental health perspectives · 2003 · 8 claims · 6 setups

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  The eTag Assay System rapidly identifies genes and related proteins without complex sample preparation or follow-up bioinformatics, unlike microarrays

  blood model brain lung etag sirna addl

• Expanding the vision of environmental health at UNC-CH.

  PMID 15248304 · PMC1247395 · Environmental health perspectives · 2004 · 8 claims · 8 setups

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  Human breast tumors arise from at least two distinct cell types, basal and luminal epithelial, with different clinical behavior

  breast chinese carolina rodent microarray functional genetic

• Mitochondrial localization and function of a subset of 22q11 deletion syndrome candidate genes.

  PMID 18775783 · PMC2729512 · Molecular and cellular neurosciences · 2008 · 8 claims · 8 setups

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  Six 22q11 genes (Mrpl40, Prodh, Slc25a1, Txnrd2, T10, Zdhhc8) encode proteins that localize to mitochondria, including neuronal/synaptic mitochondria.

  orthologues nih-3t3 3t3 mefs bioinformatic egfp co-transfection

• Cancer-specific high-throughput annotation of somatic mutations: computational prediction of driver missense mutations.

  PMID 19654296 · PMC2763410 · Cancer research · 2009 · 7 claims · 7 setups

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  CHASM, a Random Forest-based computational method, was developed to identify and prioritize missense mutations likely to be functional drivers of tumor cell proliferation.

  missense same synthetic tp53 random support principal

• Empowering integrative and collaborative exploration of single-cell and spatial multimodal data with SGS genome browser.

  PMID 40233745 · PMC12143324 · Cell genomics · 2025 · 8 claims · 6 setups

  Has reproduction

  SGS is a user-friendly, collaborative, versatile browser for integrative visualization of single-cell and spatial multimodal (scMulti-omics) data

  dorsal hematopoietic brain onek1k sn-m3c-seq scatac-seq spatial