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).

• Gene Prospector: an evidence gateway for evaluating potential susceptibility genes and interacting risk factors for human diseases.

  PMID 19063745 · PMC2613935 · BMC bioinformatics · 2008 · 8 claims · 5 setups

  Full-text index only

  Gene Prospector is a Web-based application that selects and prioritizes potential disease-related genes using a curated, updated literature database of genetic association studies

  huge pdgene snps3d dbsnp curated comparative snp

• Natural history of S-adenosylmethionine-binding proteins.

  PMID 16225687 · PMC1282579 · BMC structural biology · 2005 · 8 claims · 6 setups

  Full-text index only

  The last universal common ancestor (LUCA) of cellular life had between 10 and 20 SAM-binding proteins from at least 5 fold classes

  arabidopsis nicotianamine rossmann-fold cyclopropane psi-blast pdbblast comparative

• Finding disease candidate genes by liquid association.

  PMID 17915034 · PMC2246280 · Genome biology · 2007 · 7 claims · 6 setups

  Full-text index only

  LA can detect functionally associated genes that are not directly co-expressed by identifying a mediating gene Z whose expression level changes the correlation between X and Y.

  nci_cdna gnf_2002 finnish gnf_2004 liquid transmission correlation

• Cell-type annotation with accurate unseen cell-type identification using multiple references.

  PMID 37379341 · PMC10335708 · PLoS computational biology · 2023 · 8 claims · 4 setups

  Has reproduction · 68

  mtANN integrates multiple reference datasets and eight gene selection methods via ensemble learning (multiple deep classification models + majority voting) to improve cell-type annotation accuracy

  pbmc pancreas covid-19 scrna-seq

• taxize: taxonomic search and retrieval in R.

  PMID 24555091 · PMC3901538 · F1000Research · 2013 · 8 claims · 8 setups

  Has reproduction · 30

  taxize is an open-source R package (on CRAN) giving simple programmatic access to taxonomic data from 13 web data sources.

  package session name identifier upstream

• 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

  Full-text index only

  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

• RNAmountAlign: Efficient software for local, global, semiglobal pairwise and multiple RNA sequence/structure alignment.

  PMID 31978147 · PMC6980424 · PloS one · 2020 · 7 claims · 6 setups

  Has reproduction · 71

  RNAmountAlign performs pairwise local, global, and semiglobal (query search) alignment and progressive multiple alignment (global and local) using incremental ensemble mountain height, running in O(n^3) time and O(n^2) space for two sequences of length n

  sequences sets target single secondary pairwise sequence

• StatsDB: platform-agnostic storage and understanding of next generation sequencing run metrics.

  PMID 24627795 · PMC3938176 · F1000Research · 2013 · 8 claims · 6 setups

  Has reproduction · 43

  StatsDB is an open-source software package for storage and analysis of next generation sequencing run metrics, backed by an SQL (MySQL) database with Perl and Java APIs.

  fastq mysql perl java fastqc relational programmatic

• CorGen--measuring and generating long-range correlations for DNA sequence analysis.

  PMID 16845099 · PMC1538783 · Nucleic acids research · 2006 · 8 claims · 3 setups

  Full-text index only

  CorGen is a web server that measures long-range correlations in DNA sequences and generates random sequences with the same (or user-specified) correlation and composition parameters

  chromosome query synthetic long-range sequence

• SUPERFAMILY--sophisticated comparative genomics, data mining, visualization and phylogeny.

  PMID 19036790 · PMC2686452 · Nucleic acids research · 2009 · 7 claims · 6 setups

  Full-text index only

  SUPERFAMILY provides structural, functional and evolutionary annotation for proteins from all completely sequenced genomes using SCOP-based hidden Markov models

  user-submitted query genomes proteins domain profile-profile comparative

• NetworKIN: a resource for exploring cellular phosphorylation networks.

  PMID 17981841 · PMC2238868 · Nucleic acids research · 2008 · 8 claims · 4 setups

  Full-text index only

  NetworKIN integrates consensus substrate motifs with probabilistic network context modelling to predict cellular kinase-substrate relations.

  phosphoproteome kinome interactome 53bp1 consensus blastp probabilistic

• A search for structurally similar cellular internal ribosome entry sites.

  PMID 17591613 · PMC1950536 · Nucleic acids research · 2007 · 8 claims · 7 setups

  Full-text index only

  Cellular IRES are not defined by an overall conserved structure (unlike viral IRES) but instead depend on short RNA motifs and shared trans-acting factors (ITAFs)

  transcribed hek 293t enzymatic chemical structural

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

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

  Full-text index only

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

  superfamilies blocks query pairwise phylogenetic sequence heuristic

• Molecular subtype of recurrent implantation failure reveals distinct endometrial etiology of female infertility.

  PMID 40660214 · PMC12257665 · Journal of translational medicine · 2025 · 8 claims · 8 setups

  Has reproduction · 68

  RIF endometrial samples segregate into two reproducible molecular subtypes: an immune-driven subtype (RIF-I) and a metabolic-driven subtype (RIF-M)

  endometrial in-house bulk rif-degs meta-analysis sequencing immune

• Public Omics Explorer (POE): Enabling integrative semantic search across GEO omics datasets based on PubMed publications.

  PMID 41282419 · PMC12636342 · Computational and structural biotechnology journal · 2025 · 7 claims · 3 setups

  Has reproduction · 83

  POE performs literature-informed dataset retrieval by semantically linking GEO datasets and ENA records through associated PubMed publications

  geo pubmed-linked sbiobert comparative manual faiss

• 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