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).

• Artificial Intelligence Meets Whole Slide Images: Deep Learning Model Shapes an Immune-Hot Tumor and Guides Precision Therapy in Bladder Cancer.

  PMID 36245985 · PMC9553530 · Journal of oncology · 2022 · 6 claims · 8 setups

  Has reproduction

  A deep learning WSI cluster (three-class mini batch K-means on Inception V3 features) is associated with overall survival (P<0.001) and is an independent prognostic predictor (P=0.031) in BLCA.

  tcga-blca blca tcga deep transfer-learning neural-network

• p53 as a potential predictive factor of response to chemotherapy: feasibility of p53 assessment using a functional test in yeast from trucut biopsies in breast cancer patients.

  PMID 11875738 · PMC2375302 · British journal of cancer · 2002 · 8 claims · 6 setups

  Full-text index only

  p53 status can be reliably determined by yeast functional assay from single frozen sections of trucut biopsies

  frozen plasmids single extracted p53 sanger laser

• An integrated database-pipeline system for studying single nucleotide polymorphisms and diseases.

  PMID 19091018 · PMC2638159 · BMC bioinformatics · 2008 · 6 claims · 5 setups

  Full-text index only

  Existing SNP/disease databases are fragmented; no combined resource widely supports gene-, SNP-, and disease-related information together

  private disease uniprot snps database controlled sequence

• De novo transcriptomic analysis of leaf and fruit tissue of Cornus officinalis using Illumina platform.

  PMID 29451882 · PMC5815590 · PloS one · 2018 · 7 claims · 7 setups

  Has reproduction · 45

  This is the first de novo transcriptomic analysis of Cornus officinalis, providing fundamental gene and biosynthetic pathway information.

  cornus frozen high-quality officinalis bulk extraction novo

• Effect of elevation, season and accelerated snowmelt on biogeochemical processes during isolated conifer needle litter decomposition.

  PMID 34434657 · PMC8362670 · PeerJ · 2021 · 8 claims · 6 setups

  Has reproduction · 50

  Elevation and soil type influenced baseline soil biogeochemical indicators

  lodgepole upper soil surficial needle soil porewater

• Chromosome-Scale Assembly of the Complete Genome Sequence of Porcisia hertigi, Isolate C119, Strain LV43.

  PMID 34647802 · PMC8515887 · Microbiology resource announcements · 2021 · 6 claims · 8 setups

  Has reproduction · 88

  The complete, chromosome-scale genome sequence of Porcisia hertigi (isolate C119, strain LV43) was assembled using combined short- and long-read sequencing technologies.

  porcisia hertigi parasite extraction short-read

• Complete Genome Sequencing of Lactobacillus plantarum ZLP001, a Potential Probiotic That Enhances Intestinal Epithelial Barrier Function and Defense Against Pathogens in Pigs.

  PMID 30542296 · PMC6277807 · Frontiers in physiology · 2018 · 8 claims · 8 setups

  Has reproduction · 68

  The complete genome of L. plantarum ZLP001 comprises a single 3,164,369 bp circular chromosome (GC 44.65%) plus seven plasmids (A–G), encoding 3,264 protein-coding sequences.

  lactobacillus plantarum whole-genome novo gene

• Microbial diversity of plant pathogens and insect endosymbionts in Reptalus artemisiae.

  PMID 41826827 · PMC13202766 · BMC microbiology · 2026 · 8 claims · 8 setups

  Has reproduction · 71

  R. artemisiae harbors six prokaryotic taxa: two plant pathogens ('Ca. P. solani', 'Ca. A. phytopathogenicus') and four insect endosymbionts ('Ca. Vidania', 'Ca. Purcelliella', 'Ca. Karelsulcia', and Wolbachia).

  individual long endosymbiont artemisiae pcr-free pcr nucleic

• Chromosome-level genome assembly of agar-producing red seaweed Gracilaria vermiculophylla.

  PMID 41629338 · PMC12966425 · Scientific data · 2026 · 8 claims · 8 setups

  Has reproduction · 91

  A chromosome-level genome assembly of G. vermiculophylla was generated by combining DNBSeq short reads, Nanopore long reads, and Hi-C data.

  gracilaria whole-genome nanopore hi-c

• Metapangenomics of wild and cultivated banana microbiome reveals a plethora of host-associated protective functions.

  PMID 37085932 · PMC10120106 · Environmental microbiome · 2023 · 8 claims · 8 setups

  Has reproduction · 59

  Root and corm endosphere communities are significantly richer and compositionally distinct from leaf endosphere communities across Musa genotypes

  root musa assembled prokka-annotated shotgun culture-free metagenome

• Contrasting nutrient retention in alpine soils: the role of soil microbiome in phosphorus and nitrogen mobility in scree and meadow environments.

  PMID 41632073 · PMC12883989 · FEMS microbiology ecology · 2026 · 6 claims · 8 setups

  Has reproduction · 63

  Scree soils have high mobile nitrate and phosphate, low phosphate sorption ability, and significantly greater phosphorus leaching despite lower organic matter and microbial biomass

  scree dried fresh thawed situ organic colorimetry

• Predicting the pathogenicity of missense variants using features derived from AlphaFold2.

  PMID 37084271 · PMC10203375 · Bioinformatics (Oxford, England) · 2023 · 6 claims · 8 setups

  Has reproduction · 85

  AlphaFold2-derived structural features (solvent accessibility, amino acid network features, physicochemical environment, pLDDT) can be used to train a random forest classifier (AlphScore) that distinguishes proxy-benign from proxy-pathogenic missense variants.

  gnomad alphafold2-predicted alphscore proteins machine secondary physicochemical