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).

• Understanding the mechanisms of drug-associated interstitial lung disease.

  PMID 15340376 · PMC2750813 · British journal of cancer · 2004 · 8 claims · 7 setups

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  Apoptosis of alveolar/bronchial epithelial cells via Fas-FasL and mitochondrial (cytochrome c/caspase-9) pathways is a key mechanism underlying drug-, chemotherapy-, and radiation-associated lung injury and fibrosis

  bronchial lung swiss mice immunohistochemistry toxicology pulmonary

• Molecular genomic approaches to infectious diseases in resource-limited settings.

  PMID 19855820 · PMC2745561 · PLoS medicine · 2009 · 8 claims · 5 setups

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  Researchers in most developing countries lack the technology, resources, and capacity to participate fully in genomics research.

  clinical mycobacterium trypanosoma theileria pcr-based molecular whole-genome

• Human synthetic lethal inference as potential anti-cancer target gene detection.

  PMID 20015360 · PMC2804737 · BMC systems biology · 2009 · 7 claims · 8 setups

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  Targeting the synthetic lethal partner of a gene mutated in cancer selectively damages tumor cells while sparing healthy cells, offering a rationale for anti-cancer drug design

  saccharomyces sapiens ihsln genes database phylogenetic gene

• Identification of genomic regions contributing to etoposide-induced cytotoxicity.

  PMID 19089452 · PMC2714550 · Human genetics · 2009 · 7 claims · 6 setups

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  Etoposide-induced cytotoxicity in CEPH lymphoblastoid cell lines is heritable, with genetics explaining 17-25% of variation

  ceph subset hapmap simulated growth heritability non-parametric

• Malaria genomics meets drug-resistance phenotyping in the field.

  PMID 19664295 · PMC2745762 · Genome biology · 2009 · 8 claims · 8 setups

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  Significantly longer parasite clearance times in Pailin (western Cambodia) versus Wang Pha (Thailand-Myanmar border) establish the presence of artemisinin resistance in western Cambodia.

  falciparum plasmodium drug clinical high-throughput

• Utilization of genomic signatures to identify phenotype-specific drugs.

  PMID 19714244 · PMC2729377 · PloS one · 2009 · 8 claims · 8 setups

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  A RAS pathway gene expression signature applied to NCI-60 cells identifies compounds selectively active against RAS-activated cells, including the MEK inhibitor Hypothemycin

  nci-60 breast mda-mb-231 signature-drug gene signature

• Stability analysis of mixtures of mutagenetic trees.

  PMID 18366778 · PMC2335279 · BMC bioinformatics · 2008 · 7 claims · 5 setups

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  Mutagenetic trees mixture models capture multiple alternative pathways of ordered accumulation of genetic events (e.g., HIV resistance mutations, cancer chromosomal aberrations).

  simulated hiv-1 hiv timed simulation genotypic mutagenetic

• targetTB: a target identification pipeline for Mycobacterium tuberculosis through an interactome, reactome and genome-scale structural analysis.

  PMID 19099550 · PMC2651862 · BMC systems biology · 2008 · 8 claims · 8 setups

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  A comprehensive in silico target identification pipeline (targetTB) integrating interactome, reactome, essentiality, sequence and structural analyses can identify high-confidence drug targets for Mtb

  tuberculosis mtb protein-protein flux transposon

• Cancer biomarker AKR1B10 and carbonyl metabolism.

  PMID 19028477 · PMC6193474 · Chemico-biological interactions · 2009 · 8 claims · 6 setups

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  AKR1B10 reduces the anticancer drug daunorubicin to daunorubicinol, decreasing its chemotherapeutic effectiveness

  recombinant fenofibrate enzyme sds-page x-ray

• 5-HT reuptake blockade induces pyroptosis in BRAF(V600E)-mutated melanomas via remodeling histone serotonylation.

  PMID 41494533 · PMC12866116 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

  Has reproduction · 40

  High-throughput screening of 90 FDA-approved antidepressants identifies PH as an alternative therapeutic for BRAF V600E-mutated melanoma

  braf a375 gfp-tph1-overexpressing yumm1.7 high-throughput ic50 xenograft

• The HIV positive selection mutation database.

  PMID 17108357 · PMC1669717 · Nucleic acids research · 2007 · 8 claims · 5 setups

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  The database provides codon-level Ka/Ks selection pressure maps for HIV protease and the first 381 codons of RT, built from a novel ~50,000-sample clinical dataset.

  hiv-1 stanford codon-specific selection conditional

• GenTB: A user-friendly genome-based predictor for tuberculosis resistance powered by machine learning.

  PMID 34461978 · PMC8407037 · Genome medicine · 2021 · 8 claims · 6 setups

  Has reproduction · 78

  GenTB is a free, open, web-based application offering two ML predictors (Random Forest and WDNN) that predict resistance to 13 and 10 anti-TB drugs, respectively.

  clinical tuberculosis registered whole-genome targeted retraining

• Genomics: applications in mechanism elucidation.

  PMID 19166886 · PMC2698023 · Advanced drug delivery reviews · 2009 · 8 claims · 8 setups

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  Genomic tools require no a priori knowledge of a compound's mode of action and can reveal biological pathways (metabolism, distribution, off-target effects) in addition to the precise mechanism of action.

  extract panel saccharomyces inbred affinity cytotoxicity genome-wide

• Specific Marker Gene Analysis for Primary Central Nervous System Lymphoma Based on Methylation Difference and Development of Detection Primers.

  PMID 41097902 · PMC12528802 · Brain and behavior · 2025 · 7 claims · 5 setups

  Has reproduction · 62

  450K microarray analysis identified 26 overlapping differential methylation sites distinguishing PCNSL from CNS and non-CNS groups

  tcga ccle clinical pcnsl 450k rrbs roc

• L2L: a simple tool for discovering the hidden significance in microarray expression data.

  PMID 16168088 · PMC1242216 · Genome biology · 2005 · 8 claims · 4 setups

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  L2L systematically compares a user's differentially expressed gene list against a database of published differentially expressed gene lists to find statistically significant overlaps and generate hypotheses about shared mechanisms

  mammalian user-supplied diabetic uniprot compiled l2l re-analysis

• Applications for protein sequence-function evolution data: mRNA/protein expression analysis and coding SNP scoring tools.

  PMID 16912992 · PMC1538848 · Nucleic acids research · 2006 · 7 claims · 8 setups

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  PANTHER HMMs built from family/subfamily multiple sequence alignments can classify novel protein sequences into functional groups based on statistically significant HMM match scores

  input gene genome-wide genes sequence gene numerical

• A simple and robust method for connecting small-molecule drugs using gene-expression signatures.

  PMID 18518950 · PMC2464610 · BMC bioinformatics · 2008 · 8 claims · 4 setups

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  A new method for building reference gene-expression profiles and scoring/testing connections improves on the original Connectivity Map by enabling statistical significance testing of connections.

  lines random gene-expression connectivity

• Representing and querying disease networks using graph databases.

  PMID 27462371 · PMC4960687 · BioData mining · 2016 · 7 claims · 8 setups

  Has reproduction · 77

  Graph databases are well suited for representing biological information because it is typically highly connected, semi-structured and unpredictable, unlike relational databases which require rigid schemas.

  uniprot proteins tissues asthma all-vs-all protein-protein metabolic

• Target identification for repurposed drugs active against SARS-CoV-2 via high-throughput inverse docking.

  PMID 34825285 · PMC8616721 · Journal of computer-aided molecular design · 2022 · 8 claims · 6 setups

  Has reproduction · 63

  Combining Vinardo, Ledock, and Korp-PL scoring functions (via averaged Z-scores) improves correct target identification over any single scoring function.

  curated repurposed glycosylated interior inverse molecular exploratory

• Multiomic analysis of malignant pleural mesothelioma identifies molecular axes and specialized tumor profiles driving intertumor heterogeneity.

  PMID 36928603 · PMC10101853 · Nature genetics · 2023 · 8 claims · 6 setups

  Has reproduction · 80

  The WHO histopathological classification of MPM accounts for only up to ~10% of interpatient molecular differences

  mpm mesomics whole-genome bulk methylation