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).

• ProMiR II: a web server for the probabilistic prediction of clustered, nonclustered, conserved and nonconserved microRNAs.

  PMID 16845048 · PMC1538778 · Nucleic acids research · 2006 · 6 claims · 4 setups

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  ProMiR II improves on the original ProMiR by integrating free energy, G/C ratio, conservation score and entropy for more controllable miRNA prediction

  genome cytomegalovirus six probabilistic 5-fold directional

• Polymorphix: a sequence polymorphism database.

  PMID 15608242 · PMC540030 · Nucleic acids research · 2005 · 8 claims · 5 setups

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  Polymorphix is an ACNUC-structured database that organizes EMBL/GenBank sequences into within-species homologous sequence families using similarity and bibliographic criteria, with alignments, outgroups and phylogenetic trees provided.

  eukaryotic clustered consensus aligned sequence blast phylogenetic

• CoINcIDE: A framework for discovery of patient subtypes across multiple datasets.

  PMID 26961683 · PMC4784276 · Genome medicine · 2016 · 8 claims · 6 setups

  Has reproduction · 87

  CoINcIDE is a methodological framework that discovers replicable patient subtypes (meta-clusters) across multiple datasets by finding consensus across dataset-specific clusterings, requiring no between-dataset transformations.

  breast ovarian simulated gene semi-supervised novo

• Artificial Intelligence Meets Whole Slide Images: Deep Learning Model Shapes an Immune-Hot Tumor and Guides Precision Therapy in Bladder Cancer.

  PMID 36245985 · PMC9553530 · Journal of oncology · 2022 · 6 claims · 8 setups

  Has reproduction

  A deep learning WSI cluster (three-class mini batch K-means on Inception V3 features) is associated with overall survival (P<0.001) and is an independent prognostic predictor (P=0.031) in BLCA.

  tcga-blca blca tcga deep transfer-learning neural-network

• Serum protein profile in systemic-onset juvenile idiopathic arthritis differentiates response versus nonresponse to therapy.

  PMID 15987476 · PMC1175022 · Arthritis research & therapy · 2005 · 8 claims · 8 setups

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  SELDI-TOF MS can differentiate serum protein profiles of active versus well-controlled SJIA

  serum clustered pooled trypsin-digested seldi-tof cart immunoprecipitation

• Improvements to GALA and dbERGE II: databases featuring genomic sequence alignment, annotation and experimental results.

  PMID 15608239 · PMC539999 · Nucleic acids research · 2005 · 8 claims · 8 setups

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  GALA is now a set of interlinked relational databases covering five vertebrate species: human, chimpanzee, mouse, rat and chicken.

  chromosome genomic comparative phylohmmcons conserved

• Multiplex sequencing of paired-end ditags (MS-PET): a strategy for the ultra-high-throughput analysis of transcriptomes and genomes.

  PMID 16840528 · PMC1524903 · Nucleic acids research · 2006 · 7 claims · 5 setups

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  MS-PET, which dimerizes PETs prior to 454 multiplex sequencing, achieves an approximate 100-fold efficiency increase over standard Sanger-based PET analysis

  mcf7 hct116 flcdna gis-pet chip-pet quantitative

• EPD in its twentieth year: towards complete promoter coverage of selected model organisms.

  PMID 16381980 · PMC1347508 · Nucleic acids research · 2006 · 7 claims · 4 setups

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  EPD is an annotated, non-redundant collection of experimentally defined eukaryotic POL II promoters accessed via genome position pointers.

  rice preliminary primer sequence quality

• Systems biology approach for mapping the response of human urothelial cells to infection by Enterococcus faecalis.

  PMID 18047719 · PMC2099488 · BMC bioinformatics · 2007 · 8 claims · 5 setups

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  Deconvoluting gene expression variance into technical (Gaussian, ~6.5% relative SD) and biological components identifies hypervariable (HV) genes that reflect true biological response to infection without requiring replicates

  urothelial clustered genome-wide confocal k-means

• DAVID Bioinformatics Resources: expanded annotation database and novel algorithms to better extract biology from large gene lists.

  PMID 17576678 · PMC1933169 · Nucleic acids research · 2007 · 8 claims · 4 setups

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  The DAVID Gene Concept uses a single-linkage method to agglomerate tens of millions of gene/protein identifiers from NCBI, PIR, UniProt and other resources into unified DAVID genes.

  gene example gene single-linkage functional

• The TIGR Gene Indices: clustering and assembling EST and known genes and integration with eukaryotic genomes.

  PMID 15608288 · PMC540018 · Nucleic acids research · 2005 · 8 claims · 8 setups

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  The TIGR Gene Indices (TGI) are a collection of 77 species-specific databases that cluster and assemble EST and known gene sequences into tentative consensus (TC) sequences to identify and characterize expressed transcripts.

  est clustered sequences sequence est sequence orf

• Macrel: antimicrobial peptide screening in genomes and metagenomes.

  PMID 33384902 · PMC7751412 · PeerJ · 2020 · 8 claims · 8 setups

  Has reproduction · 83

  Macrel is an end-to-end pipeline that predicts high-quality AMP candidates from peptides, contigs, or reads of (meta)genomes

  curated hemopi-1 xiao cd-hit random amp homology-aware

• Transcriptomic data meta-analysis reveals common and injury model specific gene expression changes in the regenerating zebrafish heart.

  PMID 37012284 · PMC10070245 · Scientific reports · 2023 · 7 claims · 8 setups

  Has reproduction · 90

  Batch correction using sequencing platform as the correcting variable (via Combat-Seq) removes technical variability so that samples cluster by injury condition rather than dataset origin.

  zebrafish orthologs ortholog core bulk overrepresentation network

• Reducing language barriers, promoting information absorption, and communication using fanyi.

  PMID 39039634 · PMC11332769 · Chinese medical journal · 2024 · 7 claims · 5 setups

  Has reproduction · 67

  The fanyi R package batch-retrieves gene name, description, and summary information from the NCBI gene database to help interpret marker/differential/mutation genes.

  peripheral pbmc four airway single-cell bulk hierarchical

• Graph-Based Approaches Significantly Improve the Recovery of Antibiotic Resistance Genes From Complex Metagenomic Datasets.

  PMID 34690959 · PMC8528159 · Frontiers in microbiology · 2021 · 8 claims · 6 setups

  Has reproduction · 75

  GraphAMR, a Nextflow pipeline that aligns AMR profile HMMs (or AA sequences) to metagenomic assembly graphs via PathRacer, then dereplicates and annotates hits, recovers more and more complete AMR genes than contig-based or read-based methods.

  urban soil ncbi profile metagenomic amr

• transXpress: a Snakemake pipeline for streamlined de novo transcriptome assembly and annotation.

  PMID 37016291 · PMC10074830 · BMC bioinformatics · 2023 · 6 claims · 7 setups

  Has reproduction · 95

  transXpress is a Snakemake pipeline that streamlines de novo transcriptome assembly, quantification, and annotation for non-model organisms

  piper assembled longum predicted rna-seq novo transcriptome

• BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization.

  PMID 41266599 · PMC12635123 · Communications biology · 2025 · 8 claims · 8 setups

  Has reproduction · 50

  BiRNA-BERT uses adaptive dual-tokenization that dynamically selects nucleotide-level (NUC) or byte-pair encoding (BPE) tokens based on input sequence length

  rfam plant lncrna-mirna sequences unsupervised mirna-lncrna length-binned

• ECgene: genome annotation for alternative splicing.

  PMID 15608289 · PMC540072 · Nucleic acids research · 2005 · 8 claims · 5 setups

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  ECgene combines genome-based EST clustering with a graph-theoretic transcript assembly procedure to predict gene models including alternative splicing events.

  brca2 rgs17 organs cdna genomic genome transcript

• SGCP: a spectral self-learning method for clustering genes in co-expression networks.

  PMID 38956463 · PMC11221046 · BMC bioinformatics · 2024 · 6 claims · 5 setups

  Has reproduction · 51

  SGCP is a spectral self-learning pipeline for detecting modules in gene co-expression networks that introduces a novel self-learning step leveraging GO information.

  gene dna-microarray rna-seq initial gene dna-microarray rna-sequencing

• Improvements to cardiovascular gene ontology.

  PMID 19046747 · PMC2706316 · Atherosclerosis · 2009 · 8 claims · 8 setups

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  Gene Ontology (GO) provides a controlled vocabulary that links current functional knowledge of genes to high-throughput genomic and proteomic datasets, aiding data interpretation.

  coronary phospholamban mammalian lines gene expression large-scale