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).

• Transcriptional landscape of repetitive elements in normal and cancer human cells.

  PMID 25012247 · PMC4122776 · BMC genomics · 2014 · 8 claims · 8 setups

  Has reproduction · 76

  RepEnrich, a computational method that uses all mapping reads (uniquely mapping plus multi-mapping reads assigned to repetitive element subfamily assemblies/pseudogenomes), quantifies genome-wide repetitive element enrichment

  chromosomes lines imr-90 prostate simulated pol chip-seq

• TOFU-MAaPO: fast, scalable and reproducible analysis of large metagenome sequence data from the Sequence Read Archive.

  PMID 42277027 · PMC13260335 · Nature communications · 2026 · 8 claims · 5 setups

  Full-text index only

  TOFU-MAaPO yields significantly more high-quality MAGs than metaFun, nf-core/mag, and ATLAS due to integration of multiple complementary binning tools with unified MAGScoT refinement

  gut same uniquely metagenome quality assembly-free

• EXPLANA: a user-friendly workflow for EXPLoratory ANAlysis and feature selection in cross-sectional and longitudinal microbiome studies.

  PMID 41416890 · PMC12766912 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 3 setups

  Full-text index only

  EXPLANA is a feature selection workflow for longitudinal microbiome studies (LMS) that supports numerical and categorical data and also accommodates cross-sectional studies.

  simulated same simulation comparative runtime

• 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

• Forseti: a mechanistic and predictive model of the splicing status of scRNA-seq reads.

  PMID 38940130 · PMC11256924 · Bioinformatics (Oxford, England) · 2024 · 7 claims · 5 setups

  Has reproduction · 87

  Forseti is the first probabilistic model for resolving the splicing status of exonic scRNA-seq reads by scoring putative fragments linking read alignments to proximate priming sites

  training simulated held-out paired-end cubic mlp

• Dynamic Gene Attention Focus (DyGAF): Enhancing Biomarker Identification Through Dual-Model Attention Networks.

  PMID 40160891 · PMC11951896 · Bioinformatics and biology insights · 2025 · 6 claims · 5 setups

  Has reproduction · 44

  DyGAF, a dual-model attention neural network (independent Model A + dependent Model B), identifies and ranks genes by significance for COVID-19 biomarker discovery more effectively than differential expression analysis (DEA) and random forest (RF) feature selection

  nasopharyngeal same dygaf-ranked bulk differential random

• Prediction, syntax and semantic grounding in the brain and large language models.

  PMID 41807493 · PMC12979642 · Scientific reports · 2026 · 7 claims · 8 setups

  Has reproduction · 86

  Nouns show significant pre-onset (anticipatory) neural activity in ERPs/ERFs, suggesting enhanced anticipatory processing for this word class.

  healthy same llama-3.2-1b audio-book combined source cluster-based

• Population structure analysis of Salmonella serovar Muenchen to redefine geno-serotyping using genome indexing approaches.

  PMID 41743541 · PMC12929376 · Frontiers in microbiology · 2025 · 8 claims · 7 setups

  Has reproduction · 54

  bettercallsal, leveraging the NCBI Pathogen Detection database, enhances serovar resolution by incorporating genome proximity calls

  salmonella same megahit-assembled genome genome-indexing antigen-based cgmlst-based

• Single-Cell Analysis Reveals Characterization of Infiltrating T Cells in Moderately Differentiated Colorectal Cancer.

  PMID 33584715 · PMC7873865 · Frontiers in immunology · 2020 · 8 claims · 8 setups

  Has reproduction · 45

  Eight distinct T cell populations can be identified from CRC tumor tissue by unsupervised clustering of scRNA-seq data

  tumor-infiltrating peripheral cd4+ tumor single-cell unsupervised pearson

• Genome-wide associations of aortic distensibility suggest causality for aortic aneurysms and brain white matter hyperintensities.

  PMID 35922433 · PMC9349177 · Nature communications · 2022 · 8 claims · 7 setups

  Has reproduction

  GWAS identified 102 genome-wide significant loci (including 27 novel) associated with aortic distensibility and area traits

  same biobank arterial cardiac genome-wide multi-trait snp-based

• Detection of p53 gene mutations in aspiration biopsy specimens from suspected breast cancers by polymerase chain reaction-single strand conformation polymorphism analysis.

  PMID 7730136 · PMC5920757 · Japanese journal of cancer research : Gann · 1995 · 4 claims · 4 setups

  Full-text index only

  Detection of p53 gene mutation by PCR-SSCP in aspirated breast biopsy specimens is a helpful method for more accurate diagnosis of suspected breast cancer

  aspiration aspirated biopsy pcr-sscp flow p53

• Information extraction from full text scientific articles: where are the keywords?

  PMID 12775220 · PMC166134 · BMC bioinformatics · 2003 · 8 claims · 5 setups

  Full-text index only

  The keyword content of the five article sections (A, I, M, R, D) is heterogeneous, i.e., different sections carry different kinds of information.

  corpus same articles keyword validation qualitative

• The association of Alu repeats with the generation of potential AU-rich elements (ARE) at 3' untranslated regions.

  PMID 15610565 · PMC544599 · BMC genomics · 2004 · 6 claims · 4 setups

  Full-text index only

  Alu repeats are a source of AREs at 3' UTRs of human mRNA, via poly-A regions of Alu generating complementary poly-T/poly-U regions that acquire regular adenine insertions to form ARE motifs.

  utr computationally are repeat positional

• Molecular variants of the ATM gene in Hodgkin's disease in children.

  PMID 14735203 · PMC2409549 · British journal of cancer · 2004 · 8 claims · 4 setups

  Full-text index only

  Missense variants of the ATM gene occur in childhood Hodgkin lymphoma but at low frequency (9%), and thus do not play a major role in oncogenesis of the disease

  frozen matched paired rt-pcr germ-line sscp

• Genetic analysis of the GLUT10 glucose transporter (SLC2A10) polymorphisms in Caucasian American type 2 diabetes.

  PMID 16336637 · PMC1325051 · BMC medical genetics · 2005 · 7 claims · 5 setups

  Full-text index only

  GLUT10 (SLC2A10) is a facilitative glucose transporter gene mapped within the T2DM-linked chromosome 20q12-13.1 region

  caucasian same subjects xenopus snp linkage haplotype

• Relationship between the extent of chromosomal losses and the pattern of CpG methylation in gastric carcinomas.

  PMID 16224153 · PMC2779276 · Journal of Korean medical science · 2005 · 7 claims · 4 setups

  Full-text index only

  High-level-loss (LOH-H) tumors show a tendency toward unmethylation in Maspin, CAGE, MAGE-A2, and RABGEF1 genes

  microdissected same bisulfite-modified pcr microsatellite methylation-specific bisulfite

• Comprehensive search for intra- and inter-specific sequence polymorphisms among coding envelope genes of retroviral origin found in the human genome: genes and pseudogenes.

  PMID 16150157 · PMC1236922 · BMC genomics · 2005 · 8 claims · 5 setups

  Full-text index only

  HERV-W (envW) and HERV-FRD (envFRD) envelope genes, both specifically expressed in placenta, show strong sequence conservation with only two nonsynonymous SNPs identified across 91 individuals

  genomic genotype 293t pcr-amplified pcr haplotype cell-cell

• Multiplex SNP typing by bioluminometric assay coupled with terminator incorporation (BATI).

  PMID 16141191 · PMC1197137 · Nucleic acids research · 2005 · 8 claims · 6 setups

  Full-text index only

  A novel 'bioluminometric assay coupled with terminator (ddNTP) incorporation' (BATI) platform was developed for multiplex SNP typing in a single reaction chamber.

  pcr-amplified same sequence luciferase bioluminometric bati comparison

• Evaluation of multiple displacement amplification in a 5 cM STR genome-wide scan.

  PMID 16055919 · PMC1182175 · Nucleic acids research · 2005 · 7 claims · 5 setups

  Full-text index only

  MDA genotyping call rates and accuracy are only marginally lower than for genomic DNA

  genomic same monozygotic subset genome-wide genome

• Mutation analysis of the ATR gene in breast and ovarian cancer families.

  PMID 15987455 · PMC1175065 · Breast cancer research : BCR · 2005 · 8 claims · 5 setups

  Full-text index only

  ATR mediates the DNA damage response by phosphorylating tumor suppressors such as p53, BRCA1 and CHK1, making it a plausible candidate breast/ovarian cancer susceptibility gene

  index atr variant mutation direct variant