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).

• Machine Learning-Based Integrated Analysis of PANoptosis Patterns in Acute Myeloid Leukemia Reveals a Signature Predicting Survival and Immunotherapy.

  PMID 38322112 · PMC10846924 · International journal of clinical practice · 2024 · 8 claims · 8 setups

  Has reproduction · 71

  AML cases can be categorized into two distinct PANRG (PANoptosis-related gene) clusters with differentially expressed prognostic genes (PRDEGs)

  aml hovon cancer tcga bulk consensus machine

• Proteomics and genomics: perspectives on drug and target discovery.

  PMID 18302945 · PMC2386992 · Current opinion in chemical biology · 2008 · 8 claims · 8 setups

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  Protein kinases account for approximately 25% of research and development projects in biotechnology and pharma

  proteins blood carbohydrate medicinal x-ray microarrays glycan

• Chemical genomics: what will it take and who gets to play?

  PMID 11423004 · PMC138939 · Genome biology · 2001 · 8 claims · 8 setups

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  Scaling chemical genetics to a genome-wide 'chemical genomics' requires large, well-funded, multidisciplinary centers that integrate compound libraries, protein resources, automation, and profiling technology, and freely distribute data and reagents.

  iccb fluorescently yeast engineered cell-based small-molecule expression

• The role of medical structural genomics in discovering new drugs for infectious diseases.

  PMID 19855826 · PMC2756625 · PLoS computational biology · 2009 · 8 claims · 6 setups

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  Structure-based drug design using X-ray/NMR protein structures has contributed to the development of numerous approved and improved therapeutics.

  bacteria plasmodium candidate burkholderia high-throughput animal compound-target

• 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

• 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

• 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

• New strategies in drug discovery.

  PMID 16671397 · PMC7120019 · Methods in molecular biology (Clifton, N.J.) · 2006 · 8 claims · 8 setups

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  A new integrated drug discovery paradigm has emerged combining clinical, genetic, genomic, and molecular phenotype data with cheminformatics, managed via informatics

  animal normal low-abundance mice situ microarray taqman

• Genomics, proteomics and bioinformatics: all in the same boat.

  PMID 12374575 · PMC244909 · Genome biology · 2002 · 8 claims · 8 setups

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  Microarray sensitivity has improved enough to analyze clinical samples as small as 10-50 nanograms, and many early microarray experiments may need to be repeated due to data quality issues

  clinical oligonucleotide-immobilized dendritic blood microarray chip combined

• Chips to hits.

  PMID 11983055 · PMC139346 · Genome biology · 2002 · 8 claims · 8 setups

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  Illumina's fiber-optic bead array technology allows ~2,000 oligonucleotide-based assays per bead array for high-throughput genotyping

  individual yeast pools lncap cell-based affymetrix automated

• Protein microarray technology.

  PMID 17126887 · PMC1828913 · Mechanisms of ageing and development · 2007 · 8 claims · 8 setups

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  Protein microarrays enable high-throughput characterization of protein biochemical activities across an entire proteome in a single experiment

  yeast sh2 protein-protein protein-dna chromatin

• Identification and verification of diagnostic biomarkers in recurrent pregnancy loss via machine learning algorithm and WGCNA.

  PMID 37691920 · PMC10485775 · Frontiers in immunology · 2023 · 8 claims · 8 setups

  Has reproduction · 55

  352 DEGs (198 up-regulated, 154 down-regulated) were identified between RPL and control endometrial samples

  endometrial degs hub decidua microarray wgcna machine

• Specific signature biomarkers highlight the potential mechanisms of circulating neutrophils in aneurysmal subarachnoid hemorrhage.

  PMID 36438795 · PMC9685413 · Frontiers in pharmacology · 2022 · 8 claims · 8 setups

  Has reproduction · 80

  A neutrophil-related co-expression gene module (blue module) is significantly associated with aSAH occurrence

  peripheral genes overlapping neutrophil-related microarray weighted kegg

• Identification of Key Genes in Atherosclerosis by Combined DNA Methylation and miRNA Expression Analyses.

  PMID 35949126 · PMC9682560 · Anatolian journal of cardiology · 2022 · 7 claims · 7 setups

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  10 key genes (TCF7L2, CACNA1C, NRP1, GABBR2, FANCC, DCK, CCDC88C, TCF12, ABLIM1, PBX1) are regulated by both aberrant DNA methylation and miRNA activity in atherosclerosis

  aorta cardiovascular peripheral blood methylation mirna expression

• Identification of phenotype-specific networks from paired gene expression-cell shape imaging data.

  PMID 35197309 · PMC8997347 · Genome research · 2022 · 8 claims · 8 setups

  Has reproduction · 100

  WGCNA-derived gene coexpression modules from breast cancer cell line RNA-seq data correlate significantly with specific cell-shape features

  breast same gene identified bulk high-content regulon

• Molecular subtype of recurrent implantation failure reveals distinct endometrial etiology of female infertility.

  PMID 40660214 · PMC12257665 · Journal of translational medicine · 2025 · 8 claims · 8 setups

  Has reproduction · 68

  RIF endometrial samples segregate into two reproducible molecular subtypes: an immune-driven subtype (RIF-I) and a metabolic-driven subtype (RIF-M)

  endometrial in-house bulk rif-degs meta-analysis sequencing immune

• MPLW515L is a novel somatic activating mutation in myelofibrosis with myeloid metaplasia.

  PMID 16834459 · PMC1502153 · PLoS medicine · 2006 · 8 claims · 8 setups

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  A somatic activating mutation in MPL (W515L, transmembrane domain) is present in 9% (4/45) of JAK2V617F-negative myelofibrosis (MF) patients

  granulocyte hapmap 32d balb sequencing genotyping proliferation