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).

• Early feature extraction drives model performance in high-resolution chromatin accessibility prediction.

  PMID 41526189 · PMC12951969 · Genome research · 2026 · 8 claims · 6 setups

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  Early feature extraction (via ConvNeXt V2 blocks), rather than downstream architecture type, is the primary determinant of prediction accuracy in high-resolution chromatin accessibility prediction.

  lines cancer sets gm12878 atac-seq peak input-shift

• Biomarkers that discriminate multiple myeloma patients with or without skeletal involvement detected using SELDI-TOF mass spectrometry and statistical and machine learning tools.

  PMID 17124346 · PMC3862287 · Disease markers · 2006 · 8 claims · 5 setups

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  SELDI-TOF MS serum profiling can discriminate MM patients with vs without skeletal (bone lesion) involvement using peak biomarkers

  serum seldi seldi-tof serum univariate

• EpiXFormer: a cross-attention neural network for predicting cell type-specific transcription factor binding sites.

  PMID 41527854 · PMC12796812 · Briefings in bioinformatics · 2026 · 8 claims · 8 setups

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  EpiXFormer achieves high accuracy (mean AUROC ~0.99) predicting binding sites of both TFs and non-sequence-specific DBPs across 199 DBP-cell type pairs

  dbps tfs common ctcf deep comparative feature-ablation

• A generic reference defined by consensus peaks for single-cell ATAC-seq data analysis.

  PMID 41663439 · PMC12996591 · Nature communications · 2026 · 7 claims · 7 setups

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  Aggregating peaks from 624 high-quality bulk ATAC-seq datasets defines ~1.4 million observed consensus peaks (cPeaks) covering ~30% of the genome.

  bulk scatac-seq cnn gm12878 bulk scatac-seq deep

• Alu-mediated RNA duplexes are associated with widespread exon skipping across primate transcriptomes.

  PMID 41882679 · PMC13019944 · Genome biology · 2026 · 8 claims · 7 setups

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  The majority of long-range intronic RNA duplexes detected genome-wide are mediated by inverted Alu-repeat elements.

  k562 hek293t chimpanzee computational splash eclip-seq

• An end-to-end generalizable deep learning framework to comprehensively analyze transcriptional regulation.

  PMID 41922356 · PMC13212934 · Nature communications · 2026 · 8 claims · 7 setups

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  BioSeq2Seq is a transformer-based deep learning framework that predicts genome-wide transcriptional regulatory profiles at 128-bp resolution by jointly using RO-seq data and DNA sequence as tri-modal input

  k562 gm12878 imr-90 ro-seq chip-seq functional

• Hi-Compass: a depth-aware deep learning framework for predicting cell-type-specific 3D genome organization from single-cell to spatial resolution.

  PMID 41980945 · PMC13250166 · Nature communications · 2026 · 8 claims · 8 setups

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  Hi-Compass predicts cell-type-specific Hi-C contact maps using only ATAC-seq as cell-type-specific input, plus DNA sequence and a generalized CTCF binding profile

  gm12878 curated bulk training hi-c ctcf matched

• Streaming Long-Read Sequence Alignments for HLA Predictions Using HLAminer.

  PMID 40145684 · PMC11948951 · Current protocols · 2025 · 6 claims · 5 setups

  Has reproduction · 90

  Streaming minimap2 alignment output directly into HLAminer via Unix pipe (-a stream mode) enables HLA class I and II allele prediction without storing bulky SAM alignment files on disk

  wgs

• How negative sampling shapes the performance of transcription factor binding site prediction models.

  PMID 41601205 · PMC12910371 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 5 setups

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  Negative sampling technique significantly impacts TFBS prediction model performance and interpretation of results

  encode same genome chip-seq atac-seq deep

• Integrated multi-omic atlas reveals the hierarchy of spatiotemporal regulatory networks of mouse gastrulation.

  PMID 41526381 · PMC12902073 · Nature communications · 2026 · 8 claims · 8 setups

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  BioCRE, a novel bi-orientation regression algorithm, more accurately links genes to candidate cis-regulatory elements (CREs) than existing tools Signac and ArchR

  gastrulating gastrula gold-standard embryo single-cell computational promoter

• Serum diagnosis of diffuse large B-cell lymphomas and further identification of response to therapy using SELDI-TOF-MS and tree analysis patterning.

  PMID 18163913 · PMC2242801 · BMC cancer · 2007 · 8 claims · 8 setups

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  SELDI-TOF-MS serum proteomic patterns analyzed by decision tree classification (Biomarker Pattern Software) can discriminate DLBCL patients from healthy controls with high sensitivity and specificity.

  serum seldi dlbcl pooled seldi-tof-ms proteinchip decision

• Large genomic rearrangements in the CFTR gene contribute to CBAVD.

  PMID 17448246 · PMC1876208 · BMC medical genetics · 2007 · 7 claims · 6 setups

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  Large genomic rearrangements in CFTR contribute to CBAVD and should be systematically investigated alongside point mutation screening

  genomic pcr cftr semi-quantitative junction direct

• Expansion of the human mitochondrial proteome by intra- and inter-compartmental protein duplication.

  PMID 19930686 · PMC3091328 · Genome biology · 2009 · 8 claims · 6 setups

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  The human mitochondrial proteome expanded via two prevailing gene duplication modes: intra-mitochondrial and inter-compartmental duplication

  cerevisiae mitocarta mitochondrial tissues comparative subcellular gene

• Effects of two common polymorphisms in the 3' untranslated regions of estrogen receptor beta on mRNA stability and translatability.

  PMID 19754929 · PMC2759954 · BMC genetics · 2009 · 8 claims · 4 setups

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  Breast tumor heterozygotes show a significant difference in relative mRNA levels between the two alleles of rs4986938

  breast hek293 erβ1 allelic luciferase stability

• 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

• The genome and development-dependent transcriptomes of Pyronema confluens: a window into fungal evolution.

  PMID 24068976 · PMC3778014 · PLoS genetics · 2013 · 8 claims · 8 setups

  Has reproduction · 76

  The 50 Mb P. confluens genome with 13,369 predicted protein-coding genes is more characteristic of higher filamentous ascomycetes than of the large, repeat-rich Tuber melanosporum genome, showing that the truffle's expanded genome is not typical of the Pezizales.

  pyronema confluens fungal whole-genome k-mer rna-seq

• QTL MatchMaker: a multi-species quantitative trait loci (QTL) database and query system for annotation of genes and QTL.

  PMID 16381937 · PMC1347390 · Nucleic acids research · 2006 · 8 claims · 5 setups

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  QTL MatchMaker integrates QTL information with physical, genetic and cytogenetic maps across human, mouse and rat genomes

  pubmed ucsc laser-captured literature genome comparative

• Mutation screen and association studies in the diacylglycerol O-acyltransferase homolog 2 gene (DGAT2), a positional candidate gene for early onset obesity on chromosome 11q13.

  PMID 17477860 · PMC1871603 · BMC genetics · 2007 · 7 claims · 5 setups

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  DGAT2 is a plausible positional and functional candidate gene for obesity due to its localization at chr.11q13 (a linkage region) and its key role in triglyceride synthesis

  extremely families genome sanger case-control family-based

• Autosomal dominant hereditary spastic paraplegia: novel mutations in the REEP1 gene (SPG31).

  PMID 18644145 · PMC2492855 · BMC medical genetics · 2008 · 8 claims · 6 setups

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  Pathogenic REEP1 mutations were identified in 4.3% (7/162) of autosomal dominant 'pure' HSP cases

  genomic pcr-amplified reep1 pcr dhplc direct

• Natural selection of protein structural and functional properties: a single nucleotide polymorphism perspective.

  PMID 18397526 · PMC2643940 · Genome biology · 2008 · 8 claims · 8 setups

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  The SNP A/S ratio is a robust measure of selective constraint, correlating with interspecies Ka/Ks ratios and with protein sequence conservation.

  sequence genes proteins sequences snp interspecies sequence