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).

• Integrative Transcriptomic Analysis and Co-Expression Network Characterization of Soybean Developmental Tissues.

  PMID 41977661 · PMC13075193 · Plants (Basel, Switzerland) · 2026 · 8 claims · 6 setups

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  Tissue identity (seed vs. non-seed) is the dominant driver of transcriptomic variation, as shown by clear separation on PC1

  glycine same seed-upregulated bulk principal differential

• MUTACLASH: identifying functional small RNA target sites using crosslinking-induced mutations.

  PMID 41330639 · PMC12810180 · RNA (New York, N.Y.) · 2026 · 8 claims · 6 setups

  Has reproduction · 30

  MUTACLASH, a bioinformatics pipeline for identifying small RNA-mRNA hybrids and locating CIMs within CLASH data, was developed

  elegans clash iclip sequencing

• Exploiting convergent phenotypes to derive a pan-cancer cisplatin response gene expression signature.

  PMID 37076665 · PMC10115855 · NPJ precision oncology · 2023 · 8 claims · 8 setups

  Has reproduction · 50

  A convergent-phenotype-based seed gene/co-expression method can extract consensus gene expression signatures predictive of response to chemotherapeutic drugs in the GDSC database

  epithelial-based tcga gdsc muscle-invasive differential co-expression signature

• Comparing time series transcriptome data between plants using a network module finding algorithm.

  PMID 31164912 · PMC6544932 · Plant methods · 2019 · 8 claims · 6 setups

  Has reproduction · 59

  Converting gene expression patterns into co-expression networks and applying a cross-species network module finding algorithm (OrthoClust with simulated annealing) solves the problem of matching developmental stages between two species without requiring one-to-one stage mapping.

  soybean arabidopsis cross-species module reciprocal bulk co-expression

• Identifying synonymous regulatory elements in vertebrate genomes.

  PMID 15980499 · PMC1160227 · Nucleic acids research · 2005 · 7 claims · 4 setups

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  SynoR is a tool that performs de novo genome-wide identification of synonymous regulatory elements (SREs) using evolutionarily conserved TFBS modules as seeds

  genome genes genome-wide gene tissue-specificity

• Functional dissection of siRNA sequence by systematic DNA substitution: modified siRNA with a DNA seed arm is a powerful tool for mammalian gene silencing with significantly reduced off-target effect.

  PMID 18267968 · PMC2367719 · Nucleic acids research · 2008 · 6 claims · 8 setups

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  The seed arm (guide strand positions 2-8), its complementary passenger-strand sequence, the 5' end of the guide strand, and the 3' overhang of the passenger strand can be simultaneously replaced with DNA without substantial loss of gene-silencing activity.

  cho-k1 e14tg2a recombinant hela dual-luciferase rt-pcr electrophoresis

• Metagenomic analysis of respiratory tract DNA viral communities in cystic fibrosis and non-cystic fibrosis individuals.

  PMID 19816605 · PMC2756586 · PloS one · 2009 · 8 claims · 8 setups

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  CF phage communities are highly similar to each other, whereas Non-CF individuals have more distinct, variable phage communities reflecting transient environmental sampling

  sputum phage metagenomes inferred metagenomic functional diversity

• Profiling the transcriptional regulatory network reveals putative shared regulatory elements within homoeologs in polyploid Brassica napus.

  PMID 41943068 · PMC13188692 · Genome biology · 2026 · 8 claims · 6 setups

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  38,068 REs were identified in B. napus seed tissue by integrating ATAC-seq (OCRs) and BS-seq (UMRs) data from four accessions

  seed napus identified genome-wide atac-seq bisulfite hi-c

• Forward genetic screening of mutants of the wild diploid ancestor Nicotiana sylvestris identifies aspartate oxidase 2 as a key gene for nicotine biosynthesis in cultivated allotetraploid tobacco (Nicotiana tabacum).

  PMID 41921204 · PMC13043189 · The Plant journal : for cell and molecular biology · 2026 · 7 claims · 8 setups

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  A large-scale, high-mutation-frequency EMS mutant library of N. sylvestris was constructed as a forward genetics resource

  sylvestris tabacum ems whole-genome rna-seq

• GeneSetCart: assembling, augmenting, combining, visualizing, and analyzing gene sets.

  PMID 40208796 · PMC11984350 · GigaScience · 2025 · 8 claims · 8 setups

  Has reproduction · 76

  GeneSetCart is a web-based platform that lets users assemble, augment, combine, visualize, and analyze gene sets from multiple sources in one place

  user-assembled archs4 generif-derived aggregated gene gene-gene literature

• Ancient gene duplicates in Gossypium (cotton) exhibit near-complete expression divergence.

  PMID 24558256 · PMC3971588 · Genome biology and evolution · 2014 · 8 claims · 8 setups

  Has reproduction · 50

  Nearly all (99.4%) ancient paralog pairs in Gossypium raimondii are differentially expressed in at least one of three tissues (petal, leaf, seed), indicating massive, near-complete expression-level divergence.

  gossypium transcripts uq-normalized differentially comparative coding bulk

• Empirical Bayes analysis of quantitative proteomics experiments.

  PMID 19829701 · PMC2759080 · PloS one · 2009 · 8 claims · 4 setups

  Full-text index only

  Developed a new empirical Bayes framework that models log2 SILAC protein ratios and is robust to non-Gaussian tails and data sparsity, unlike Gaussian mixture models or Efron's original spline-based approach

  hela predicted computational silac utr gaussian

• CellMap: precision mapping of cellular landscape in spatial transcriptomics.

  PMID 41505103 · PMC12781899 · Nucleic acids research · 2026 · 7 claims · 3 setups

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  CellMap combines co-linearity of seed genes, a random forest model, and the linear assignment algorithm to achieve optimal assignment of single cells to spatial spots

  platforms single-cell expression computational scrna-seq spatial

• Identification of the Wheat (Triticum aestivum) IQD Gene Family and an Expression Analysis of Candidate Genes Associated with Seed Dormancy and Germination.

  PMID 35456910 · PMC9025732 · International journal of molecular sciences · 2022 · 8 claims · 8 setups

  Has reproduction · 78

  73 IQD gene family members were identified in the wheat genome and classified into six phylogenetic groups

  triticum taiqd wheat rice genome-wide phylogenetic gene

• CoMoDis: composite motif discovery in mammalian genomes.

  PMID 17130158 · PMC1702496 · Nucleic acids research · 2007 · 7 claims · 4 setups

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  CoMoDis is a new bioinformatics tool that streamlines computational identification of novel regulatory modules starting from a single seed motif

  ncbi35 gata-1 gene imr90 computational microarray seed-motif-anchored

• Multi-context seeds enable fast and high-accuracy read mapping.

  PMID 41764549 · PMC13059148 · Genome biology · 2026 · 7 claims · 5 setups

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  Multi-context seeds (MCS) allow storage of seeds with different lengths in the same index structure by splitting hash bits among strobes, enabling full and partial matches

  simulated chm13 same sequence seed simulated

• Global and precise identification of functional miRNA targets in mESCs by integrative analysis.

  PMID 35899551 · PMC9442311 · EMBO reports · 2022 · 8 claims · 8 setups

  Has reproduction · 93

  Fewer than 10% of expressed genes are directly and functionally regulated by miRNAs in mESCs

  mirna_ko mescs drosha_ko escs bulk western ago2

• Broad network-based predictability of Saccharomyces cerevisiae gene loss-of-function phenotypes.

  PMID 18053250 · PMC2246260 · Genome biology · 2007 · 8 claims · 4 setups

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  Loss-of-function phenotypes in yeast are predictable from a gene's connections in a functional gene network via guilt-by-association.

  saccharomyces guilt-by-association comparison network-guided

• Much ado about nothing: modeling amino acid replacement with predicted protein structures.

  PMID 42036821 · PMC13171170 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 7 setups

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  AFSM was constructed from over 660,000 structural alignments across ~21,000 proteins (297 InterPro families), following the BLOSUM log-odds methodology.

  proteins balibase pfam cath structural sequence remote

• Rfam 15: RNA families database in 2025.

  PMID 39526405 · PMC11701678 · Nucleic acids research · 2025 · 8 claims · 6 setups

  Has reproduction · 68

  Rfamseq was expanded to 26,106 genomes, a 76% increase over Rfam 14.0, incorporating UniProt 2024_03 reference proteomes and additional viral genomes.

  rfamseq chains rfam hepatitis covariance structure-to-alignment covariation