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).

• Detection of alternative splicing: deep sequencing or deep learning?

  PMID 41520225 · PMC12790623 · Briefings in bioinformatics · 2026 · 8 claims · 8 setups

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  Sequence-based deep learning tools (AlphaGenome, SpliceAI, DeepSplice) show potential for initial hypothesis development and as additional filters in standard RNA-seq pipelines, especially when sequencing depth is limited.

  dilated dcm sequence subsampled bulk rna-seq deep

• Construction and use of spotted large-insert clone DNA microarrays for the detection of genomic copy number changes.

  PMID 17406619 · PMC2688820 · Nature protocols · 2007 · 8 claims · 7 setups

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  Combining three human-optimized DOP-PCR primers before a secondary amino-labeled PCR increases array hybridization sensitivity and reproducibility sixfold compared to the standard 6MW DOP-PCR primer

  large-insert patients test genomic array-cgh manual automated

• Filtering high-throughput protein-protein interaction data using a combination of genomic features.

  PMID 15833142 · PMC1127019 · BMC bioinformatics · 2005 · 8 claims · 8 setups

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  A combination of three genomic features (interacting Pfam domains, GO annotations, sequence homology) using naive Bayesian networks predicts true protein-protein interactions with high sensitivity and good specificity.

  saccharomyces bank caenorhabditis homo yeast mass naive

• A high-throughput method for quantifying alleles and haplotypes of the malaria vaccine candidate Plasmodium falciparum merozoite surface protein-1 19 kDa.

  PMID 16626494 · PMC1459863 · Malaria journal · 2006 · 8 claims · 5 setups

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  Pyrosequencing, after adjustment to a standard curve, provides accurate and precise estimates of allele frequencies in mixed MSP-1_19 infections

  falciparum cloned pyrosequencing pcr

• Modification of the Creator recombination system for proteomics applications--improved expression by addition of splice sites.

  PMID 16519801 · PMC1421398 · BMC biotechnology · 2006 · 8 claims · 8 setups

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  The Creator Splice system (5' intron splicing) significantly increases protein expression levels compared to the standard Creator system

  hek293t mammalian coli vector immunoblot fluorescence bacterial

• Perspectives of targeted mass spectrometry for protein biomarker verification.

  PMID 19818677 · PMC2795387 · Current opinion in chemical biology · 2009 · 8 claims · 8 setups

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  SRM/MRM mass spectrometry can quantify targeted proteotypic peptides as surrogates for candidate biomarker proteins in complex plasma samples

  proteins standard plasma sera srm multiplexed immunoaffinity-srm

• Sequencing DNA methylation and hydroxymethylation at co-occurring chromatin features.

  PMID 41667493 · PMC13002996 · Nature communications · 2026 · 8 claims · 8 setups

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  6-base-CUT&Tag (6B-C&T) simultaneously maps G, A, T, C, 5mC, and 5hmC at antibody-targeted chromatin features on the same DNA fragment

  e14tg2a synthetic mescs mesc 6-base-cut&tag standard exonuclease

• Uncertainty-aware genomic deep learning with knowledge distillation.

  PMID 41523993 · PMC12779563 · NPJ artificial intelligence · 2026 · 7 claims · 6 setups

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  DEGU distills an ensemble of teacher DNNs into a single student model by jointly predicting the ensemble mean and the variability (epistemic uncertainty) across ensemble predictions.

  drosophila k562 deepstarr starr-seq starr-seq-derived lentimpra base-resolution

• Ensembl 2007.

  PMID 17148474 · PMC1761443 · Nucleic acids research · 2007 · 8 claims · 7 setups

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  Ensembl added 18 new chordate genomes this year, increasing total genomes available from 15 to 33, the largest yearly increase to date.

  low-coverage cow chicken genome genome standard customized

• A data-driven estimation of the ribosome drop-off rate in S. cerevisiae reveals a correlation with the genes length.

  PMID 38638702 · PMC11025885 · NAR genomics and bioinformatics · 2024 · 8 claims · 7 setups

  Has reproduction · 98

  Ribosome drop-off events occur at a significant rate in S. cerevisiae cultured in standard conditions

  cerevisiae ribo-seq ribosome rna-seq read

• Single duplex DNA sequencing with CODEC detects mutations with high sensitivity.

  PMID 37106072 · PMC10181940 · Nature genetics · 2023 · 8 claims · 8 setups

  Has reproduction · 78

  CODEC concatenates both strands of an original DNA duplex into a single NGS read pair via an adapter quadruplex and strand-displacing extension, enabling single-duplex resolution

  cfdna na12878 genomic sperm targeted whole-genome whole-exome

• Protein structure quality assessment based on the distance profiles of consecutive backbone Cα atoms.

  PMID 24555103 · PMC3892923 · F1000Research · 2013 · 8 claims · 8 setups

  Has reproduction · 71

  The distance between consecutive backbone Cα atoms in high-quality structures is normally distributed with mean 3.8 Å and standard deviation 0.04 Å, justifying a reference state in which all consecutive Cα atoms are 3.8 Å apart.

  top100h decoys i-tasser non-homologous statistical rdcc comparative

• EGASP: Introduction.

  PMID 16925831 · PMC1810546 · Genome biology · 2006 · 8 claims · 5 setups

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  Computational gene finding methods, when compared to the GENCODE golden standard annotation, show that the human genome annotation is nearly complete in terms of novel protein-coding loci.

  genome computational manual rt-pcr

• Improved weight management using genetic information to personalize a calorie controlled diet.

  PMID 17945020 · PMC2151062 · Nutrition journal · 2007 · 7 claims · 4 setups

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  Personalizing a weight-management diet using nutrigenetic test results improves long-term BMI reduction and weight loss maintenance compared to a standard diet.

  buccal patients serum genotyping case-control fasting

• Proceedings of the First International Conference on Phylogenomics. March 15-19, 2006. Quebec, Canada.

  PMID 17288567 · PMC1796603 · BMC evolutionary biology · 2007 · 8 claims · 8 setups

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  Gene tree parsimony applied to EST data with widespread gene duplication can infer an organismal phylogeny in excellent agreement with the expected angiosperm phylogeny.

  angiosperms animal oryza proteobacteria gene site-heterogeneous codon

• A novel role for mitochondria in regulating epigenetic modification in the nucleus.

  PMID 18458531 · PMC2639623 · Cancer biology & therapy · 2008 · 8 claims · 6 setups

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  Mitochondria regulate epigenetic (DNA methylation) modification in the nucleus

  mcf12a mda-mb-435 143b restriction western bisulfite

• umite: fast quantification of Smart-seq3 libraries with improved UMI retrieval.

  PMID 41692984 · PMC12989134 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  umite offers efficient mismatch-tolerant (fuzzy) UMI detection that boosts UMI retrieval by 5%-15% compared to standard position-based matching

  smart-seq3 cd4+ 800-cell umi pipeline gene

• Spatial transcriptomics maps host-gut microbiome biogeography at high resolution.

  PMID 41792309 · PMC13171632 · Nature microbiology · 2026 · 7 claims · 6 setups

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  Enzymatic in situ polyadenylation increases bacterial RNA recovery in oligo(dT)-based spatial transcriptomics arrays by up to ~100-fold while preserving host gene capture

  apc-deficient heart ileum fresh-frozen spatial high-resolution bulk

• A network-based model of Aspergillus fumigatus elucidates regulators of development and defensive natural products of an opportunistic pathogen.

  PMID 41505094 · PMC12781895 · Nucleic acids research · 2026 · 7 claims · 6 setups

  Has reproduction · 78

  MERLIN-P-TFA network inference on 18 curated public RNA-seq datasets produced a genome-wide GRN resource for A. fumigatus called GRAsp.

  aspergillus fumigatus bulk computational chip-seq-based

• TRAPID 2.0: a web application for taxonomic and functional analysis of de novo transcriptomes.

  PMID 34197621 · PMC8464036 · Nucleic acids research · 2021 · 8 claims · 8 setups

  Has reproduction · 60

  TRAPID 2.0 is a web application performing global characterization of de novo transcriptomes via structural, functional, and taxonomic annotation in an initial processing phase, followed by an exploratory phase of downstream analyses.

  mmetsp query putative ciliate taxonomic similarity non-coding