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).

• scATD: a high-throughput and interpretable framework for single-cell cancer drug resistance prediction and biomarker identification.

  PMID 40501071 · PMC12159290 · Briefings in bioinformatics · 2025 · 8 claims · 6 setups

  Has reproduction · 62

  scATD enables high-throughput single-cell drug sensitivity prediction for new patients without model parameter retraining via bidirectional Bi-AdaIN style transfer

  panglaodb cancer geo gse137829 single-cell bulk

• A scale space approach for unsupervised feature selection in mass spectra classification for ovarian cancer detection.

  PMID 19828085 · PMC2762074 · BMC bioinformatics · 2009 · 7 claims · 1 setups

  Full-text index only

  A scale-space based unsupervised feature extraction method combined with SVM classification achieves high accuracy in ovarian cancer detection from serum mass spectra.

  serum high-resolution

• Improving the annotation of the cattle genome by annotating transcription start sites in a diverse set of tissues and populations using Cap Analysis Gene Expression sequencing.

  PMID 37216666 · PMC10411599 · G3 (Bethesda, Md.) · 2023 · 7 claims · 8 setups

  Has reproduction · 86

  CAGE sequencing of 24 tissues from 3 cattle populations (dairy, beef-dairy cross, Kinsella composite) defines TSS and coexpressed short-range enhancers in the ARS-UCD1.2 reference genome

  tissues predicted tss-enhancer cattle cage extraction coexpression

• Classification of real and pseudo microRNA precursors using local structure-sequence features and support vector machine.

  PMID 16381612 · PMC1360673 · BMC bioinformatics · 2005 · 7 claims · 7 setups

  Full-text index only

  A 32-dimensional triplet structure-sequence feature vector combined with SVM (triplet-SVM) can distinguish real human pre-miRNAs from pseudo pre-miRNA hairpins with ~90% accuracy.

  pre-mirnas test conserved-hairpin cross-species secondary svm cross-species

• 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

• Chromosome-Scale Assembly of the Complete Genome Sequence of Leishmania (Mundinia) orientalis, Isolate LSCM4, Strain LV768.

  PMID 34498920 · PMC8428255 · Microbiology resource announcements · 2021 · 6 claims · 8 setups

  Has reproduction · 78

  The complete genome sequence of Leishmania (Mundinia) orientalis, isolate LSCM4, strain LV768, was determined using combined short-read and long-read sequencing.

  leishmania orientalis culture extraction short-read

• stDyer-image improves clustering analysis of spatially resolved transcriptomics and proteomics with morphological images.

  PMID 41692960 · PMC12960910 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups

  Has reproduction · 75

  stDyer-image directly associates the image modality with predicted cluster labels rather than using images to enhance/impute gene expression data

  non-small morphology brain breast spatial image

• Heterogeneity of p53 mutational status in esophageal squamous cell carcinoma.

  PMID 9617346 · PMC5921814 · Japanese journal of cancer research : Gann · 1998 · 6 claims · 4 setups

  Full-text index only

  Three of 10 esophageal squamous cell carcinomas showed heterogeneous p53 mutational status, but only within the pre-invasive (carcinoma in situ) area.

  esophageal paraffin-embedded genomic biotinylated immunohistochemistry microdissection nested

• Molecular epidemiology of measles viruses in the United States, 1997-2001.

  PMID 12194764 · PMC2732556 · Emerging infectious diseases · 2002 · 8 claims · 6 setups

  Full-text index only

  The diversity of measles virus genotypes observed in the US from 1997–2001 reflects multiple imported sources of virus, indicating no strain of measles is endemic in the United States.

  b95a clinical pcr measles viral extraction rt-pcr

• Genome assembly comparison identifies structural variants in the human genome.

  PMID 17115057 · PMC2674632 · Nature genetics · 2006 · 7 claims · 7 setups

  Full-text index only

  Genome assembly comparison is a robust approach for identifying all classes of genetic variation, with no lower size limit.

  genome ceph unrelated individuals whole-genome pcr quantitative

• Detection of atovaquone-proguanil resistance conferring mutations in Plasmodium falciparum cytochrome b gene in Luanda, Angola.

  PMID 16597338 · PMC1513587 · Malaria journal · 2006 · 6 claims · 4 setups

  Full-text index only

  No pfcytb mutations associated with atovaquone-proguanil treatment failure (codon 268 wild type, T802A, A803C) were found in the Luanda study population.

  plasmodium blood second clone pcr-rflp chelex agarose

• Polymorphism discovery and association analyses of the interferon genes in type 1 diabetes.

  PMID 16504056 · PMC1402321 · BMC genetics · 2006 · 7 claims · 8 setups

  Full-text index only

  No statistical evidence of a major association between T1D and any of the interferon or interferon-related genes tested (IFNA cluster, IFNB1, IFNW1, IFNG, ICSBP1)

  t1d european warren resequencing database tag

• Liquid chromatography-tandem and MALDI imaging mass spectrometry analyses of RCL2/CS100-fixed, paraffin-embedded tissues: proteomics evaluation of an alternate fixative for biomarker discovery.

  PMID 19856998 · PMC2924679 · Journal of proteome research · 2009 · 7 claims · 4 setups

  Full-text index only

  RCL2/CS100-fixed tissues yield peptide and protein identifications by nanoRPLC-MS/MS comparable to matched fresh-frozen tissues, with proteome coverage not obviously compromised by fixation.

  colonic rcl2 colon nanorplc-ms extraction laser

• A workflow reproducibility scale for automatic validation of biological interpretation results.

  PMID 37150537 · PMC10164546 · GigaScience · 2022 · 8 claims · 4 setups

  Has reproduction · 100

  Comparing output files by checksum alone is insufficient to verify reproducibility, since checksums can differ even when the underlying biological interpretation is unchanged

  nf-core sam vcf workflow checksum biological workflow

• 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

• Duvernoy's Gland Transcriptomics of the Plains Black-Headed Snake, Tantilla nigriceps (Squamata, Colubridae): Unearthing the Venom of Small Rear-Fanged Snakes.

  PMID 34066626 · PMC8148590 · Toxins · 2021 · 8 claims · 5 setups

  Has reproduction · 97

  The T. nigriceps Duvernoy's gland transcriptome is dominated by three toxin families: three-finger toxins (3FTxs), cysteine-rich secretory proteins (CRISPs), and snake venom metalloproteinases (SVMPIIIs)

  duvernoy's nigriceps rna-seq differential extraction

• Transcriptomic Adjustments of Staphylococcus aureus COL (MRSA) Forming Biofilms Under Acidic and Alkaline Conditions.

  PMID 31681245 · PMC6813237 · Frontiers in microbiology · 2019 · 5 claims · 5 setups

  Has reproduction · 73

  S. aureus COL (MRSA) survives and grows well under acidic (pH5) and alkaline (pH9) conditions, both planktonically and as a biofilm

  aureus microarray colony extraction

• Glacier shrinkage will accelerate downstream decomposition of organic matter and alters microbiome structure and function.

  PMID 35320603 · PMC9323552 · Global change biology · 2022 · 8 claims · 7 setups

  Has reproduction · 39

  Glacier shrinkage (decreasing glacier influence) accelerates downstream organic matter decomposition rates in glacier-fed streams

  benthic sediment subset stream extracellular chlorophyll-a 16s

• RiboTaxa: combined approaches for rRNA genes taxonomic resolution down to the species level from metagenomics data revealing novelties.

  PMID 36159175 · PMC9492272 · NAR genomics and bioinformatics · 2022 · 8 claims · 6 setups

  Has reproduction · 66

  RiboTaxa, combining BBTools, FastQC, SortMeRNA, MetaRib, EMIRGE, VSEARCH, BBMap and QIIME 2's Sklearn classifier, was built as a pipeline for SSU rRNA-based taxonomic profiling of metagenomics data.

  microbial reconstructed synthetic real shotgun ssu full-length

• ORFer--retrieval of protein sequences and open reading frames from GenBank and storage into relational databases or text files.

  PMID 12493080 · PMC139979 · BMC bioinformatics · 2002 · 6 claims · 6 setups

  Full-text index only

  ORFer retrieves protein and nucleic acid sequences and annotations from NCBI GenBank using the XML sequence format

  sequences parsed bacillus anopheles large-scale sequence orf