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).

• 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

• Thermodynamic stability and Watson-Crick base pairing in the seed duplex are major determinants of the efficiency of the siRNA-based off-target effect.

  PMID 18988625 · PMC2602766 · Nucleic acids research · 2008 · 8 claims · 6 setups

  Full-text index only

  Thermodynamic stability (Tm and standard free-energy change, ΔG) of the seed duplex is a major determinant of siRNA off-target effect efficiency

  hela protein-free dual-luciferase reporter thermodynamic

• Longitudinal analysis of early stage sarcopenia in aging rhesus monkeys.

  PMID 18983905 · PMC2693938 · Experimental gerontology · 2009 · 8 claims · 6 setups

  Full-text index only

  mtDNA deletion mutations induce ETS enzyme abnormalities (COXneg/SDHhyp phenotypes) linked to intra-fiber atrophy and fiber loss

  rhesus vastus muscle single dual hematoxylin immunohistochemistry

• Novel approaches for mechanistic understanding and predicting preeclampsia.

  PMID 19836839 · PMC2790420 · Journal of reproductive immunology · 2009 · 8 claims · 6 setups

  Full-text index only

  The classic two-stage hypothesis (Stage I poor placental perfusion causing Stage II maternal symptoms) needs reevaluation because reduced perfusion alone may be insufficient to cause PE.

  maternal il-10-deficient first-trimester third-trimester surgical seldi-tof genetic

• AUGUSTUS at EGASP: using EST, protein and genomic alignments for improved gene prediction in the human genome.

  PMID 16925833 · PMC1810548 · Genome biology · 2006 · 8 claims · 5 setups

  Full-text index only

  AUGUSTUS predicted significantly more genes correctly than any other ab initio program in EGASP

  genome human-mouse genes initio comparative extrinsic

• Ensembl 2008.

  PMID 18000006 · PMC2238821 · Nucleic acids research · 2008 · 8 claims · 6 setups

  Full-text index only

  The Ensembl regulatory build integrates multiple genome-wide functional genomics datasets to automatically annotate regulatory regions and assign putative functions across the genome.

  embryonic amniota multi-species individuals automated chip-chip comparative

• NMR solution structure of the major G-quadruplex structure formed in the human BCL2 promoter region.

  PMID 16998187 · PMC1636422 · Nucleic acids research · 2006 · 8 claims · 8 setups

  Full-text index only

  The major BCL2 promoter G-quadruplex (bcl2Mid) is a well-defined, mixed parallel/antiparallel-stranded intramolecular structure with three G-tetrads, two lateral loops, one side loop, and four grooves of different widths

  synthetic bcl2mid bcl2pu39 nmr 31p site-specific

• Analysis of a set of missense, frameshift, and in-frame deletion variants of BRCA1.

  PMID 18992264 · PMC2682550 · Mutation research · 2009 · 8 claims · 8 setups

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  A combined functional assay, bioinformatics prediction, and structural modeling approach can classify BRCA1 variants of uncertain significance

  saccharomyces cerevisiae hek-293t yeast yeast β-galactosidase dual

• Revised annotations, sex-biased expression, and lineage-specific genes in the Drosophila melanogaster group.

  PMID 25273863 · PMC4267930 · G3 (Bethesda, Md.) · 2014 · 8 claims · 6 setups

  Has reproduction · 58

  Revised RNA-seq-based gene models for D. ananassae, D. yakuba, and D. simulans include UTRs, empirically verified intron-exon boundaries, and previously unannotated novel exons, improving on r1.3 comparative-genomics annotations that lack UTRs.

  dissected concatenated yakuba reference whole-transcriptome novo read

• miR-4478 Accelerates Nucleus Pulposus Cells Apoptosis Induced by Oxidative Stress by Targeting MTH1.

  PMID 36130054 · PMC9897280 · Spine · 2023 · 7 claims · 8 setups

  Has reproduction · 100

  miR-4478 is upregulated in nucleus pulposus tissues from IVDD patients and is degeneration-degree-associated

  annulus tissues npcs mirna quantitative fluorescence