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).

• A systems-level analysis of the mutually antagonistic roles of RKIP and BACH1 in dynamics of cancer cell plasticity.

  PMID 37963558 · PMC10645512 · Journal of the Royal Society, Interface · 2023 · 8 claims · 7 setups

  Has reproduction · 95

  RKIP and BACH1 are negatively correlated with each other across most cancer types in TCGA

  tcga er+ ccle computational spearman correlation gene

• Genome-wide identification and characterization of germin-like protein family in Brassica juncea reveals their role against biotic stress.

  PMID 41327045 · PMC12763953 · BMC plant biology · 2025 · 8 claims · 8 setups

  Has reproduction · 58

  102 GLPs were identified in B. juncea, 51 in B. nigra, and 48 in B. rapa via genome-wide in-silico analysis

  juncea bjuglps bjuglp glp genome-wide phylogenetic motif

• ChIP-seq guidelines and practices of the ENCODE and modENCODE consortia.

  PMID 22955991 · PMC3431496 · Genome research · 2012 · 8 claims · 8 setups

  Has reproduction · 74

  ENCODE/modENCODE define a set of working standards and guidelines for ChIP-seq covering antibody validation, experimental replication, sequencing depth, data/metadata reporting, and data quality assessment.

  small-genome nuclear whole-cell encode chip-seq chip-chip immunoblot

• Multilocus sequence typing of Cronobacter sakazakii and Cronobacter malonaticus reveals stable clonal structures with clinical significance which do not correlate with biotypes.

  PMID 19852808 · PMC2770063 · BMC microbiology · 2009 · 8 claims · 6 setups

  Full-text index only

  A seven-locus MLST scheme (atpD, fusA, glnS, gltB, gyrB, infB, pps) reliably identifies and discriminates C. sakazakii and C. malonaticus strains

  sakazakii cronobacter sequenced multilocus biotyping phylogenetic

• PI3K inhibitors protect against glucocorticoid-induced skin atrophy.

  PMID 30737086 · PMC6441871 · EBioMedicine · 2019 · 7 claims · 8 setups

  Has reproduction · 76

  PI3K/mTOR/Akt inhibitors are a pharmacological class that represses glucocorticoid-induced REDD1 and FKBP51 expression, identified via LINCS drug-repurposing screen.

  transcriptome hacat c57bl transcriptional rt-pcr luciferase

• PathogenMIPer: a tool for the design of molecular inversion probes to detect multiple pathogens.

  PMID 17105657 · PMC1657037 · BMC bioinformatics · 2006 · 6 claims · 5 setups

  Full-text index only

  PathogenMIPer designs unique, target-specific MIP probes, assembling all probe components (target-specific sequences, barcodes, universal primers, restriction sites) into ready-to-order probes for any genome.

  hpv clinical biotinylated pcr mip molecular microarray

• SeqBuster, a bioinformatic tool for the processing and analysis of small RNAs datasets, reveals ubiquitous miRNA modifications in human embryonic cells.

  PMID 20008100 · PMC2836562 · Nucleic acids research · 2010 · 8 claims · 6 setups

  Full-text index only

  SeqBuster is a versatile web-based and stand-alone bioinformatic toolkit for processing and analyzing large-scale small RNA deep sequencing datasets.

  embryonic hesc small sequence adapter

• Deep transcriptomics reveals cell-specific isoforms of pan-neuronal genes.

  PMID 40379625 · PMC12084633 · Nature communications · 2025 · 8 claims · 5 setups

  Has reproduction · 84

  Pan-neuronal genes (expressed in many/all neurons) harbor highly cell-specific splice variants/isoforms restricted to single or few neuron types.

  elegans short-read whole-animal rt-pcr

• IsomiR_Window: a system for analyzing small-RNA-seq data in an integrative and user-friendly manner.

  PMID 33522913 · PMC7852101 · BMC bioinformatics · 2021 · 8 claims · 2 setups

  Has reproduction · 78

  IsomiR Window is an integrated, user-friendly platform that systematically identifies, quantifies, and functionally explores isomiR expression in small-RNA-seq datasets without requiring computational skills

  simulated basal small-rna-seq

• Kangaroo--a pattern-matching program for biological sequences.

  PMID 12150718 · PMC119856 · BMC bioinformatics · 2002 · 7 claims · 2 setups

  Full-text index only

  Kangaroo is a web-based regular expression pattern-matching program that searches DNA, protein, or coding-region sequences across ten organisms with no restriction on query length or complexity.

  coding regular-expression mutation

• Identification and verification of diagnostic biomarkers in recurrent pregnancy loss via machine learning algorithm and WGCNA.

  PMID 37691920 · PMC10485775 · Frontiers in immunology · 2023 · 8 claims · 8 setups

  Has reproduction · 55

  352 DEGs (198 up-regulated, 154 down-regulated) were identified between RPL and control endometrial samples

  endometrial degs hub decidua microarray wgcna machine

• Community assessment of methods to deconvolve cellular composition from bulk gene expression.

  PMID 39191725 · PMC11350143 · Nature communications · 2024 · 8 claims · 4 setups

  Has reproduction · 63

  Most deconvolution methods accurately predict coarse-grained immune/stromal cell populations from bulk expression.

  admixtures cancer tumor bulk bulk admixture crowdsourced

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

  PMID 41743541 · PMC12929376 · Frontiers in microbiology · 2025 · 6 claims · 6 setups

  Has reproduction · 54

  Integrating genome-indexing (bettercallsal, DNA sketching + genome proximity) with SeqSero2 yields complementary serovar calls that improve discrimination of genomically distinct but antigenically similar serovars while retaining historical nomenclature

  salmonella megahit-assembled genome genome-indexing in-silico cgmlst

• A molecular signature of epithelial host defense: comparative gene expression analysis of cultured bronchial epithelial cells and keratinocytes.

  PMID 16420688 · PMC1382211 · BMC genomics · 2006 · 7 claims · 4 setups

  Full-text index only

  PBEC and KC SAGE libraries show approximately 80% overlap in expressed tags, indicating high similarity in gene repertoire

  bronchial keratinocytes pbec types sage rt-pcr

• Specific signature biomarkers highlight the potential mechanisms of circulating neutrophils in aneurysmal subarachnoid hemorrhage.

  PMID 36438795 · PMC9685413 · Frontiers in pharmacology · 2022 · 7 claims · 8 setups

  Has reproduction · 80

  Six genes (CST7, HSP90AB1, PADI4, PLBD1, RAB32, SLAMF6) are signature diagnostic biomarkers for aSAH identified by LASSO and SVM-RFE.

  peripheral overlapping asah drug-treatment microarray wgcna ppi

• HArmonized single-cell RNA-seq Cell type Assisted Deconvolution (HASCAD).

  PMID 37907883 · PMC10619225 · BMC medical genomics · 2023 · 6 claims · 5 setups

  Has reproduction · 67

  HASCAD, a DNN-based cell composition deconvolution model, predicts the fractions of up to 15 immune cell types from bulk RNA-seq.

  pbmc bulk tcga-lihc harmony-symphony scrna-seq simulated bulk

• Comprehensive bioinformatics analysis and experimental verification identify mitochondrial gene Dgat2 as a novel therapeutic biomarker for myocardial ischemia-reperfusion.

  PMID 40510478 · PMC12159077 · Frontiers in endocrinology · 2025 · 8 claims · 8 setups

  Has reproduction · 64

  Dgat2 is a hub mitochondria-related differentially expressed gene (MitoDEG) that can serve as a novel biomarker and therapeutic target in MI/RI

  heart degs dgat2 mitodegs microarray kegg protein-protein

• Unlocking the microbial studies through computational approaches: how far have we reached?

  PMID 36920617 · PMC10016191 · Environmental science and pollution research international · 2023 · 8 claims · 8 setups

  Has reproduction

  Metagenomics enables culture-independent study of microbial communities directly from their natural environments, bypassing the need for clonal isolation.

  clinical bacteriophage vaginal hbv ngs random whole-genome

• Phosphorylation states of cell cycle and DNA repair proteins can be altered by the nsSNPs.

  PMID 16111488 · PMC1208866 · BMC cancer · 2005 · 8 claims · 4 setups

  Full-text index only

  15 of 89 nsSNPs (16.9%) studied were predicted to abolish or create phosphorylation sites in 14 of 32 proteins (44.0%)

  orthologues repair case-control phosphorylation cross-species database

• Deducing topology of protein-protein interaction networks from experimentally measured sub-networks.

  PMID 18598366 · PMC2474618 · BMC bioinformatics · 2008 · 7 claims · 6 setups

  Full-text index only

  Experimentally measured protein-protein interaction sub-networks are not random samples of their parent networks.

  yeast drosophila networks dppi reanalysis computer repeated