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).

• InParanoid 7: new algorithms and tools for eukaryotic orthology analysis.

  PMID 19892828 · PMC2808972 · Nucleic acids research · 2010 · 8 claims · 7 setups

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  InParanoid 7 expands the database by an order of magnitude to 100 species, 1.3 million proteins, and 42.7 million pairwise ortholog groups.

  eukaryotic homo sequence species pairwise algorithm low-complexity

• Genomics: applications in mechanism elucidation.

  PMID 19166886 · PMC2698023 · Advanced drug delivery reviews · 2009 · 8 claims · 8 setups

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  Genomic tools require no a priori knowledge of a compound's mode of action and can reveal biological pathways (metabolism, distribution, off-target effects) in addition to the precise mechanism of action.

  extract panel saccharomyces inbred affinity cytotoxicity genome-wide

• Multiple whole genome alignments and novel biomedical applications at the VISTA portal.

  PMID 17488840 · PMC1933192 · Nucleic acids research · 2007 · 8 claims · 4 setups

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  A novel multiple whole-genome alignment algorithm treats all genomes symmetrically, avoiding dependence on a single base/reference genome

  genome vertebrate multi-species whole-genome conservation non-synonymous

• Dissecting microregulation of a master regulatory network.

  PMID 18294391 · PMC2289817 · BMC genomics · 2008 · 8 claims · 6 setups

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  143 human miRNAs (termed p53-miRs) each contain at least one putative p53 binding site within 10 kb flanking sequence and are predicted to target at least one known gene

  genome mirnas mirna-target predicted p53 mirna cross-referencing

• SLDMS: A Tool for Calculating the Overlapping Regions of Sequences.

  PMID 35046988 · PMC8761809 · Frontiers in plant science · 2021 · 8 claims · 5 setups

  Has reproduction · 80

  SLDMS is a novel method for computing overlapping regions of sequencing reads using suffix array (SA), longest common prefix (LCP) array, document array (DA), and a monotonic stack.

  sequencing concatenated pacbio-hifi third-generation running-time suffix overlap

• The DAVID Gene Functional Classification Tool: a novel biological module-centric algorithm to functionally analyze large gene lists.

  PMID 17784955 · PMC2375021 · Genome biology · 2007 · 8 claims · 6 setups

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  Gene-gene functional similarity can be measured using kappa statistics applied to a binary gene-annotation-term matrix built from 14 annotation categories.

  genome protein-protein genes artificial kappa clustering gene

• Deep learning based protocol to construct an immune-related gene network of host-pathogen interactions in plants.

  PMID 36525344 · PMC9791427 · STAR protocols · 2023 · 6 claims · 6 setups

  Has reproduction · 96

  A deep-learning protocol (DLNet) ranks genes by their contribution to classifying treatment versus control expression data, identifying genes involved in host defense against pathogens.

  oryza rice merged top-ranked affymetrix microarray batch

• Having a BLAST with bioinformatics (and avoiding BLASTphemy).

  PMID 11597340 · PMC138974 · Genome biology · 2001 · 8 claims · 4 setups

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  BLAST is the most widely used tool for searching biological sequences for regions of local similarity

  superfamilies blocks query pairwise phylogenetic sequence heuristic

• A clinical genetic method to identify mechanisms by which pain causes depression and anxiety.

  PMID 16623937 · PMC1488826 · Molecular pain · 2006 · 8 claims · 4 setups

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  Pain-triggered depression/anxiety are mediated by distinct spino-parabrachial-hypothalamic-amygdalar neurochemical pathways compared to mood disorders independent of pain

  sciatica genomic snp sf-36 candidate-gene exploratory

• Narcisse: a mirror view of conserved syntenies.

  PMID 17981845 · PMC2238891 · Nucleic acids research · 2008 · 8 claims · 4 setups

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  Narcisse is a database/web tool providing an integrated, multi-level comparative analysis of sequence similarities and conserved chromosomal segments (syntenies) across animal, plant, fungal and bacterial completely sequenced genomes.

  annotated genome pairwise pairs sequence nucleic-level conserved

• Clustering of phosphorylation site recognition motifs can be exploited to predict the targets of cyclin-dependent kinase.

  PMID 17316440 · PMC1852407 · Genome biology · 2007 · 8 claims · 6 setups

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  CDK consensus motifs are frequently clustered (closely spaced) in known CDK substrate proteins rather than uniformly distributed

  cerevisiae cycle reanalysis statistical optimal

• Evolutionary trace annotation of protein function in the structural proteome.

  PMID 20036248 · PMC2831211 · Journal of molecular biology · 2010 · 8 claims · 7 setups

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  ET-ranked residue clusters can be used to build 3D templates that predict GO function in enzymes and non-enzymes alike, without prior knowledge of functional mechanism.

  structural pdb pairs annotated evolutionary template support

• CpG_MI: a novel approach for identifying functional CpG islands in mammalian genomes.

  PMID 19854943 · PMC2800233 · Nucleic acids research · 2010 · 8 claims · 6 setups

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  Functional ('bona fide') CGIs show distinct average/cumulative mutual information (AMI/CMI) distributions of neighboring CpG distances compared to non-functional CGIs and random genome segments

  genome random cd4+ six average mutual chip-seq

• Integrated analysis of genetic and proteomic data identifies biomarkers associated with adverse events following smallpox vaccination.

  PMID 18923431 · PMC2692715 · Genes and immunity · 2009 · 7 claims · 6 setups

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  A two-stage strategy (Random Forest filtering followed by decision tree modeling) can integrate categorical genetic and continuous proteomic data to identify biomarkers of AE risk

  ebv-transformed serum combined rf-filtered snp serum random

• scATD: a high-throughput and interpretable framework for single-cell cancer drug resistance prediction and biomarker identification.

  PMID 40501071 · PMC12159290 · Briefings in bioinformatics · 2025 · 8 claims · 6 setups

  Has reproduction · 62

  scATD enables high-throughput single-cell drug sensitivity prediction for new patients without model parameter retraining via bidirectional Bi-AdaIN style transfer

  panglaodb cancer geo gse137829 single-cell bulk

• Optimal scaling of digital transcriptomes.

  PMID 24223126 · PMC3819321 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 67

  Fifteen existing and novel transcript-count normalization algorithms can be compared with two novel, mutually independent metrics: the number of "uniform" genes (sufficiently low coefficient of variation after normalization) and low average Spearman correlation between normalized expression profiles of gene pairs.

  tissues bodymap mapped 16-sample bulk read transcript