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).

• Diet and DNA.

  PMID 15174456 · PMC1315985 · Environmental health perspectives · 2004 · 8 claims · 8 setups

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  The tombusvirus CIRV p19 protein selectively binds short (21-22 nt) silencing siRNAs, using tryptophan residues Trp39 and Trp42 as molecular 'calipers' that stack with the ends of the siRNA duplex

  cirv blood rice smokers x-ray site-directed mass

• Polymorphism and epitope sharing between the alleles of merozoite surface protein-1 of Plasmodium falciparum among Indian isolates.

  PMID 17659072 · PMC1950510 · Malaria journal · 2007 · 7 claims · 6 setups

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  PfMAD20 is the predominant PfMSP-1 allelic type among Indian field isolates

  falciparum escherichia coli-expressed recombinant pcr recombinant sds-page

• SNAP: predict effect of non-synonymous polymorphisms on function.

  PMID 17526529 · PMC1920242 · Nucleic acids research · 2007 · 7 claims · 8 setups

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  SNAP, a neural network-based method using sequence-derived information, predicts whether a non-synonymous SNP is neutral or non-neutral for protein function

  combined escherichia bacteriophage hiv-1 neural benchmark comparative

• Minimal metabolic pathway structure is consistent with associated biomolecular interactions.

  PMID 24987116 · PMC4299494 · Molecular systems biology · 2014 · 8 claims · 8 setups

  Has reproduction · 30

  MinSpan, a mixed-integer linear optimization algorithm, computes the shortest, linearly independent pathways (sparsest basis of the null space of the stoichiometric matrix S) for genome-scale metabolic networks, which convex approaches (extreme pathways, elementary flux modes) cannot do at genome scale.

  simplified genome-scale cerevisiae coli minspan spearman comparative

• AMR-GNN: a multi-representation graph neural network framework to enable genomic antimicrobial resistance prediction.

  PMID 41792137 · PMC13087051 · Nature communications · 2026 · 7 claims · 8 setups

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  AMR-GNN, a graph neural network integrating multiple genomic representations (unitigs, SNPs, FCGR) via low-rank multimodal fusion, improves AMR phenotype prediction in P. aeruginosa compared to single-representation baseline models.

  pseudomonas aeruginosa escherichia coli whole-genome elastic convolutional

• Advancing codon language modeling with synonymous codon constrained masking.

  PMID 41736545 · PMC12956333 · Nucleic acids research · 2026 · 8 claims · 7 setups

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  SynCodonLM introduces synonymous codon-constrained masking, restricting masked-codon prediction to only synonymous codon options via logit masking before softmax

  cds syncodonlm escherichia rscu masked t-sne pca

• Genomic and proteomic techniques applied to reproductive biology.

  PMID 11574051 · PMC138959 · Genome biology · 2001 · 8 claims · 8 setups

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  Knockout of the E6-AP (UBE3A) gene reduces testis and prostate size in male mice and compromises estradiol action in females

  e6-ap fgf9-deficient jsd one-cell gene germ-cell interference

• Harnessing the HGP of public health.

  PMID 15176090 · PMC1241998 · Environmental health perspectives · 2004 · 8 claims · 7 setups

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  The tombusvirus p19 protein selectively recognizes and sequesters short (21-22 nucleotide) silencing siRNAs, discriminating them from longer siRNAs by measuring siRNA length via tryptophan-mediated end-stacking interactions

  carnation cirv blood rice x-ray site-directed mass

• International sequencing consortium.

  PMID 15174459 · PMC1315987 · Environmental health perspectives · 2004 · 8 claims · 6 setups

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  The p19 viral silencing-suppressor protein selectively recognizes short (21-22 nt) silencing siRNAs by measuring duplex length, using tryptophan residues (Trp39, Trp42) as molecular calipers that stack against the siRNA end base pairs.

  cirv blood sampled rice x-ray site-directed mass

• SARS--beginning to understand a new virus.

  PMID 15035025 · PMC7097337 · Nature reviews. Microbiology · 2003 · 8 claims · 8 setups

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  A previously unknown coronavirus (SARS-CoV) was isolated from FRhK-4 and Vero E6 cells inoculated with clinical specimens from SARS patients and identified as the causative agent of SARS

  frhk-4 macaques sars-cov coronavirus virus infection whole-genome

• A genomics-based approach to biodefence preparedness.

  PMID 14708013 · PMC7097618 · Nature reviews. Genetics · 2004 · 7 claims · 8 setups

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  Genome sequence data are now available for essentially all 25-30 principal human bacterial pathogens, including most CDC category A-C bioterror agents

  bacillus brucella neisseria gastric comparative transcriptome two-dimensional

• Identifying and classifying trait linked polymorphisms in non-reference species by walking coloured de bruijn graphs.

  PMID 23536903 · PMC3607606 · PloS one · 2013 · 8 claims · 9 setups

  Has reproduction · 45

  Bubbleparse detects sequence variants directly from NGS reads without a reference genome, using the coloured de Bruijn graph implementation of Cortex plus a new depth-first bubble-finding module.

  arabidopsis bubbleparse escherichia col-0 reference-free alignment-based sequence

• Comparative genomics of multidrug resistance in Acinetobacter baumannii.

  PMID 16415984 · PMC1326220 · PLoS genetics · 2006 · 7 claims · 5 setups

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  A. baumannii strain AYE contains an 86-kb genomic resistance island (AbaR1) clustering 45 of its 52 resistance genes, the largest resistance island described to date

  baumannii resistance clinical whole-genome comparative sequence

• Systems biology and the host response to viral infection.

  PMID 18066032 · PMC7097743 · Nature biotechnology · 2007 · 8 claims · 8 setups

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  Systems biology integration of 'omics data (transcriptomics, proteomics, genomics) with computational modeling is needed to fully understand virus-host interactions and identify novel antiviral targets

  lung cd4 rhesus kshv microarray quantitative genomic

• Computer-aided identification of polymorphism sets diagnostic for groups of bacterial and viral genetic variants.

  PMID 17672919 · PMC1973086 · BMC bioinformatics · 2007 · 6 claims · 8 setups

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  The Not-N algorithm, incorporated into the Minimum SNPs program, identifies small marker sets diagnostic for user-defined subgroups of genetic variants with 0% false negatives

  hcv campylobacter yersinia clostridium snp comparative cgh

• Local combinational variables: an approach used in DNA-binding helix-turn-helix motif prediction with sequence information.

  PMID 19651875 · PMC2761287 · Nucleic acids research · 2009 · 8 claims · 7 setups

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  The LCV approach predicts HTH motifs with 93.29% accuracy, 93.93% sensitivity and 92.66% specificity using only primary sequence information

  quintessentialset-88 hth same newly lcs svm traditional

• BaGPipe: an automated, reproducible, and flexible pipeline for bacterial genome-wide association studies.

  PMID 41896736 · PMC13147680 · BMC microbiology · 2026 · 7 claims · 8 setups

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  BaGPipe is an automated, reproducible Nextflow pipeline that integrates pre-processing, Pyseer-based association analysis, and downstream visualisation into a unified bacterial GWAS workflow

  streptococcus staphylococcus aureus pneumoniae bacterial read amr

• With the finished human genome in hand, what next?

  PMID 12844356 · PMC193627 · Genome biology · 2003 · 8 claims · 8 setups

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  Gene Ontology (GO) provides a syntax/query framework for functional classification of genes, expanding beyond E. coli origins into anatomy, pathology, and phenotype data.

  domestic saccharomyces systemic schistosoma comparative functional genetic

• Shaken not stirred: a global research cocktail served in Hinxton.

  PMID 18036269 · PMC2258181 · Genome biology · 2007 · 8 claims · 8 setups

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  Network-guided reverse genetics using probabilistic functional gene networks (e.g. YeastNet, WormNet) reduces the search space for identifying genes in a given biological process

  budding caenorhabditis drosophila escherichia two-color double chip-chip