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).

• CLAMP: predicting specific protein-mediated chromatin loops in diverse species with a chromatin accessibility language model.

  PMID 41555433 · PMC12903630 · Genome biology · 2026 · 8 claims · 8 setups

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  CLAMP, a chromatin-accessibility language model, predicts protein-mediated chromatin loops across 10 species, 18 proteins, and 24 cell types with superior performance versus existing methods.

  species gm12878 types chromatin cross-protein cross-cell-type

• Efficient recovery and DNA extraction for algae-associated microbial communities.

  PMID 41560914 · PMC12813104 · Frontiers in plant science · 2025 · 8 claims · 7 setups

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  A universal trade-off exists between the quantity and quality of DNA extracted from algal biofilm microbial communities.

  macroalgae extracted microbial biofilm confocal concentration spectrophotometry

• Transcriptome Analysis of Differentially Expressed Genes in Freshwater Pearl Mussel (Sinohyriopsis cumingii) with Four Different Shell Colors.

  PMID 41681397 · PMC12897141 · Animals : an open access journal from MDPI · 2026 · 8 claims · 4 setups

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  Key genes regulating pigment metabolism (ADAMTS, TYR, BCDO2, FTH1) and mineral metabolism/absorption (TRPV6, HCP1, HEPH, Zip4) are significantly differentially expressed among four shell-color morphs of S. cumingii

  juvenile cumingii bulk qrt-pcr enrichment

• pmid-41699006

  PMID 41699006 · PMC13002898 · 8 claims · 8 setups

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  CDC20, PLK1, BUB1, CDC45, and CDCA5 are concordantly identified as hub genes across seven NCBI-GEO datasets and the Pakistani RNA-seq dataset

  pakistani pdac overlapping tcga-paad bulk functional protein-protein

• Comprehensive benchmarking of large language models for RNA secondary structure prediction.

  PMID 40205851 · PMC11982019 · Briefings in bioinformatics · 2025 · 7 claims · 4 setups

  Has reproduction · 88

  Existing RNA-LLMs had not previously been evaluated for secondary structure prediction in a unified, fair experimental setup with the same datasets and prediction model.

  archiveii bprna large-scale secondary cross-family self-supervised

• COVID-19 lung disease shares driver AT2 cytopathic features with Idiopathic pulmonary fibrosis.

  PMID 35870428 · PMC9297827 · EBioMedicine · 2022 · 8 claims · 8 setups

  Has reproduction · 85

  COVID-19 lung disease resembles IPF at a fundamental level, recapitulating ViP/IPF gene expression patterns, an IL15-centric cytokine storm, and AT2 cytopathic changes (injury, DNA damage, transient progenitor-state arrest, senescence/SASP).

  lung covid-19 interaction pre-clinical composite single-cell kaplan-meier

• Genomic prediction based on selective linkage disequilibrium pruning of low-coverage whole-genome sequence variants in a pure Duroc population.

  PMID 37853325 · PMC10583454 · Genetics, selection, evolution : GSE · 2023 · 5 claims · 6 setups

  Has reproduction

  SLDP selects a subset of WGS variants using GWAS prior information (P-value threshold) combined with LD pruning (r2) to improve genomic prediction accuracy.

  duroc discovery training real low-coverage genome-wide genomic

• Systematic analysis of CNGCs in cotton and the positive role of GhCNGC32 and GhCNGC35 in salt tolerance.

  PMID 35931984 · PMC9356423 · BMC genomics · 2022 · 8 claims · 8 setups

  Has reproduction

  114 CNGC genes were identified across the genomes of four cotton species (G. arboreum, G. raimondii, G. barbadense, G. hirsutum)

  arboreum cotton hirsutum ghcngc genome-wide phylogenetic gene

• Phosphoproteomics: new insights into cellular signaling.

  PMID 16168091 · PMC1242200 · Genome biology · 2005 · 8 claims · 8 setups

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  Protein kinases are one of the largest gene families in humans and mice, accounting for 1.7% of the human genome

  yeast hela beta2-adrenergic erk phosphopeptide targeted silac

• Empirical codon substitution matrix.

  PMID 15927081 · PMC1173088 · BMC bioinformatics · 2005 · 8 claims · 5 setups

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  The authors present the first empirical codon substitution matrix built entirely from alignments of vertebrate coding DNA sequences.

  orthologous million codon same pairwise empirical comparative

• Database resources of the National Center for Biotechnology Information.

  PMID 17170002 · PMC1781113 · Nucleic acids research · 2007 · 8 claims · 8 setups

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  NCBI maintains an integrated suite of database resources (Entrez, PubMed, RefSeq, dbSNP, BLAST, etc.) for molecular biology data retrieval and analysis

  genbank genomic eukaryotic completely sequence rapid est