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).

• The role of positive selection in determining the molecular cause of species differences in disease.

  PMID 18837980 · PMC2576240 · BMC evolutionary biology · 2008 · 8 claims · 6 setups

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  Genes predicted to be under positive selection during human evolution are implicated in diseases (epithelial cancers, schizophrenia, autoimmune diseases, Alzheimer's disease) that differ in prevalence and symptomatology between humans and other mammals

  orthologous omim meta-database panther comparative disease protein-protein

• A mouse to human search for plasma proteome changes associated with pancreatic tumor development.

  PMID 18547137 · PMC2504036 · PLoS medicine · 2008 · 7 claims · 8 setups

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  GEM models combined with in-depth proteomic analysis provide a useful strategy to identify candidate cancer markers applicable to human disease with potential for early detection

  plasma immunodepleted pancreatic shotgun two-dimensional immunodepletion

• Senescence marker protein 30 in acute liver failure: validation of a mass spectrometry proteomics assay.

  PMID 18507831 · PMC2435529 · BMC gastroenterology · 2008 · 8 claims · 6 setups

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  Plasma SMP30 protein levels are selectively elevated in GalN/LPS-induced ALF mice

  plasma liver 2-de western rt-pcr

• Nature of protein family signatures: insights from singular value analysis of position-specific scoring matrices.

  PMID 18398479 · PMC2276316 · PloS one · 2008 · 8 claims · 6 setups

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  The first singular component of a PSSM acts to disfavor substitutions, penalizing potentially functionally important residues at conserved sites more severely.

  representative pfam pdb right psi-blast hidden singular

• Proteomic analysis of serum in lung cancer induced by 3-methylcholanthrene.

  PMID 19794824 · PMC2753780 · Journal of biomedicine & biotechnology · 2009 · 7 claims · 4 setups

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  141 protein spots are differentially expressed between normal rat sera and MCA-induced lung cancer rat sera (82 overexpressed, 59 underexpressed)

  serum lung excised two-dimensional maldi-tof-ms histopathology

• Graph Random Forest: A Graph Embedded Algorithm for Identifying Highly Connected Important Features.

  PMID 37509188 · PMC10377046 · Biomolecules · 2023 · 8 claims · 3 setups

  Has reproduction · 89

  Graph Random Forest (GRF) embeds graph/network information directly into the decision-tree building process by splitting on features in the k-hop neighborhood of a data-driven head-splitting node.

  scale-free non-small embryonic simulation rna-seq

• The stem cell population of the human colon crypt: analysis via methylation patterns.

  PMID 17335343 · PMC1808490 · PLoS computational biology · 2007 · 8 claims · 3 setups

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  A coalescent-based, full probabilistic model with MCMC Bayesian inference provides a more powerful alternative to prior forward-simulation approaches for analyzing methylation pattern data from crypts.

  colon computational simulated bisulfite coalescent posterior

• Threshold-dominated regulation hides genetic variation in gene expression networks.

  PMID 18062810 · PMC2238762 · BMC systems biology · 2007 · 8 claims · 2 setups

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  Threshold robustness (insensitivity of a singular/regulating variable's equilibrium value to parameter perturbations, except threshold changes) increases with increasing response function steepness and is present even under Michaelis-Menten conditions, not just in the step-function limit.

  three-gene illustrative numerical analytical

• The UCSC Genome Browser Database: update 2006.

  PMID 16381938 · PMC1347506 · Nucleic acids research · 2006 · 8 claims · 8 setups

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  The UCSC Genome Browser Database (GBD) provides integrated sequence and annotation data, with web tools (Genome Browser, Table Browser, Proteome Browser, Gene Sorter, BLAT, In Silico PCR) for visualizing and querying genomes of about a dozen vertebrate species and several model organisms.

  dog vertebrate encode genome comparative automated cross-species

• 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

• SIRE 2.0: a novel method for estimating polygenic host effects underlying infectious disease transmission, and analytical expressions for prediction accuracies.

  PMID 40169992 · PMC11963337 · Genetics, selection, evolution : GSE · 2025 · 8 claims · 2 setups

  Has reproduction · 83

  SIRE 2.0 is a novel Bayesian methodology and software tool for estimating polygenic contributions (variance components and additive genetic effects) to host susceptibility, infectivity and recoverability from temporal epidemic data using pedigree/genomic relationship matrices.

  simulated bayesian systematic

• 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

• Improved precision of epigenetic clock estimates across tissues and its implication for biological ageing.

  PMID 31443728 · PMC6708158 · Genome medicine · 2019 · 8 claims · 6 setups

  Has reproduction · 68

  The proportion of variance in chronological age explained by all DNA methylation probes is close to 1, so a near-perfect age predictor is in principle achievable with sufficient training data.

  blood unrelated training lbc1921 methylation reml age

• Molecular Classification Models for Triple Negative Breast Cancer Subtype Using Machine Learning.

  PMID 34575658 · PMC8472680 · Journal of personalized medicine · 2021 · 6 claims · 4 setups

  Has reproduction · 86

  A training gene set of 719 unique upregulated DEGs (subtype-specific) can be used to build ML models that classify TNBC into BLIA, BLIS, MES, and LAR subtypes.

  known tnbc unique unknown gene machine term

• Cell Specific eQTL Analysis without Sorting Cells.

  PMID 25955312 · PMC4425538 · PLoS genetics · 2015 · 7 claims · 4 setups

  Has reproduction · 90

  A genotype x predicted-cell-count interaction (GxE) meta-analysis across whole blood datasets can detect neutrophil-specific cis-eQTLs without cell sorting

  blood neutrophils cis-eqtl cell-count rna-seq

• Prediction of Alzheimer's disease-specific phospholipase c gamma-1 SNV by deep learning-based approach for high-throughput screening.

  PMID 33397809 · PMC7826347 · Proceedings of the National Academy of Sciences of the United States of America · 2021 · 8 claims · 7 setups

  Has reproduction · 48

  An AD-specific frameshift single-nucleotide insertion in exon 27 of PLCγ1 substitutes isoleucine 970 to asparagine in the 5xFAD AD mouse model.

  cortex 5xfad forebrain plcγ1 rna-seq rna-seq-based western

• Recombination Facilitates Adaptive Evolution in Rhizobial Soil Bacteria.

  PMID 34410427 · PMC8662638 · Molecular biology and evolution · 2021 · 8 claims · 7 setups

  Has reproduction · 80

  α varies from 0.07 to 0.39 across five Rhizobium species and is positively correlated with the level of recombination

  rhizobium core same site intragenic nucleotide

• Stromal androgen signaling acts as tumor niches to drive prostatic basal epithelial progenitor-initiated oncogenesis.

  PMID 36323713 · PMC9630272 · Nature communications · 2022 · 7 claims · 7 setups

  Has reproduction · 63

  Loss of AR in stromal Gli1-lineage cells diminishes prostate epithelial oncogenesis and tumor development.

  ugm hi-myc prostate hmyctg+ genetic single-cell gene

• A temporal classifier predicts histopathology state and parses acute-chronic phasing in inflammatory bowel disease patients.

  PMID 36694043 · PMC9873918 · Communications biology · 2023 · 8 claims · 7 setups

  Has reproduction · 83

  The DSS phenotype-by-time interaction defines parsimonious temporal (dynamic) expression and splicing signatures of acute and chronic colitis distinct from time-specific differential expression.

  intestine colon dss distal bulk phenotypic h&e

• Gut-derived Lactobacillus from exceptional responders mitigates chemoradiotherapy-induced intestinal injury through methionine-driven epigenetic modulation.

  PMID 40469520 · PMC12130557 · iMeta · 2025 · 8 claims · 8 setups

  Has reproduction · 89

  High pretreatment gut abundance of Lactobacillus (and Bifidobacterium) is strongly associated with the absence of ACRIII in rectal cancer patients undergoing neoadjuvant chemoradiotherapy.

  baseline model mice intestinal shotgun fecal intestinal