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).

• Candidate vaccine sequences to represent intra- and inter-clade HIV-1 variation.

  PMID 19812689 · PMC2753653 · PloS one · 2009 · 7 claims · 5 setups

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  Natural CTL immunodominance toward variable proteome regions increases epitope mismatch with challenge strains and recapitulates the escape-driven CTL failure seen in natural infection, contributing to HIV vaccine failure

  hiv-1 polyclonally shannon cross-clade ctl

• Metagenomic Assessment of Full-Scale Wastewater Treatment Plants Identifies Sentinel Antibiotic Resistance Gene Families for Monitoring Reclaimed Wastewater and Treated Sludge.

  PMID 41636304 · PMC12918712 · Environmental science & technology · 2026 · 7 claims · 6 setups

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  Reclaimed effluents show lower AMR exposure (<0.5 ARGs/cell) than typically reported for secondary effluents

  influent card pubmlst targeted shotgun arg

• Standardizing vaginal microbial profiling: evaluating swab materials, storage conditions, and host DNA depletion strategies.

  PMID 41491791 · PMC12771794 · BMC microbiology · 2026 · 6 claims · 6 setups

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  Swab material (Core Swab A, Core Swab B, Pap Brush) causes minimal variation in bacterial composition, DNA yield, and host DNA contamination.

  vaginal artificial clinical 16s pacbio extraction host

• Identification of "pathologs" (disease-related genes) from the RIKEN mouse cDNA dataset using human curation plus FACTS, a new biological information extraction system.

  PMID 15115540 · PMC420239 · BMC genomics · 2004 · 6 claims · 3 setups

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  Bioinformatic sequence comparison of 60,770 RIKEN FANTOM2 mouse cDNA clones identified 2,578 sequences with 70-85% identity to known human disease genes/proteins

  riken medline sequence manual semi-automated

• Wide-Open: Accelerating public data release by automating detection of overdue datasets.

  PMID 28594819 · PMC5464523 · PLoS biology · 2017 · 6 claims · 5 setups

  Has reproduction · 74

  A general text-mining + API-query approach (Wide-Open) can automatically identify datasets that are overdue for public release in a repository

  open-access geo sra text database manual

• Fungal metabarcoding data integration framework for the MycoDiversity DataBase (MDDB).

  PMID 32463383 · PMC7734503 · Journal of integrative bioinformatics · 2020 · 7 claims · 4 setups

  Has reproduction · 78

  Public fungal metabarcoding raw DNA data and their associated environmental metadata in sequence archives are heterogeneously annotated and lack a uniform processing pipeline, preventing large-scale biodiversity/distribution assessments.

  selected pubmed sra collection-site pdf pubmed sra

• Enhanced protein isoform characterization through long-read proteogenomics.

  PMID 35241129 · PMC8892804 · Genome biology · 2022 · 6 claims · 4 setups

  Has reproduction · 79

  A long-read proteogenomics pipeline integrating PacBio long-read RNA-seq with MS-based proteomics enhances isoform-resolved protein characterization

  jurkat jurkat-derived long-read transcript orf

• Sequencing of 16S rRNA gene: a rapid tool for identification of Bacillus anthracis.

  PMID 12396926 · PMC2730316 · Emerging infectious diseases · 2002 · 7 claims · 4 setups

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  All 86 B. anthracis isolates tested share an identical 16S rRNA gene sequence, designated 16S type 6

  bacillus clinical additional 16s nested comparative

• A genome annotation-driven approach to cloning the human ORFeome.

  PMID 15461802 · PMC545604 · Genome biology · 2004 · 8 claims · 8 setups

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  Existing human cDNA clone collections together provide only 60% coverage of full-length chromosome 22 ORFs, with the best single collection (MGC) providing 48%

  chromosome pooled t-tailed naga comparative rt-pcr sanger

• Evaluation of models to predict BRCA germline mutations.

  PMID 17016486 · PMC2360540 · British journal of cancer · 2006 · 7 claims · 7 setups

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  Four commonly used BRCA risk prediction models (BRCAPRO, Manchester, Penn, Myriad-Frank) have only modest ability to rule in or rule out BRCA1/2 germline mutation carrier status at a 10% probability threshold.

  proband pedigrees randomly brca1 brcapro manchester

• Persistence of attenuated HIV-1 rev alleles in an epidemiologically linked cohort of long-term survivors infected with nef-deleted virus.

  PMID 17601342 · PMC1933581 · Retrovirology · 2007 · 7 claims · 6 setups

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  Dominant, persistent rev alleles from SBBC subjects D36 and C64 show ~90% reduced Rev/RRE binding compared to HIV-1 NL4-3, C18, and C98 Revs.

  pbmc his-tagged cem mammalian pcr electrophoretic western

• Synonymous substitution rates predict HIV disease progression as a result of underlying replication dynamics.

  PMID 17305421 · PMC1797821 · PLoS computational biology · 2007 · 8 claims · 8 setups

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  The synonymous substitution rate (dS) of HIV env is strongly correlated with disease progression parameters (progression time, CD4+ decline rate, viral load increase rate), unlike the nonsynonymous rate (dN).

  longitudinal backbone env intra-patient relaxed-clock correlation site-to-site

• DDBJ dealing with mass data produced by the second generation sequencer.

  PMID 18927114 · PMC2686496 · Nucleic acids research · 2009 · 8 claims · 7 setups

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  DDBJ collected and released 2,368,110 entries (1,415,106,598 bases) of original DNA sequence data from July 2007 to June 2008.

  plasmodium oryzias gut drosophila solexa wgs metagenomic

• Alpseq: an open-source workflow to turbocharge nanobody discovery with high-throughput sequencing.

  PMID 41631412 · PMC12885427 · mAbs · 2026 · 8 claims · 8 setups

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  alpseq is an open-source, end-to-end workflow combining a PCR-free sequencing library prep protocol with a Nextflow pre-processing pipeline and an R-based analysis/reporting module for nanobody NGS data.

  nanobody raw hanke candidate pcr-free bioinformatic comparison

• epiGBS2: Improvements and evaluation of highly multiplexed, epiGBS-based reduced representation bisulfite sequencing.

  PMID 35178872 · PMC9311447 · Molecular ecology resources · 2022 · 8 claims · 8 setups

  Has reproduction · 52

  epiGBS2 provides a laboratory protocol and revised bioinformatics pipeline for de novo cytosine methylation and SNP calling in species with or without a reference genome

  arabidopsis great epigbs2 demultiplexed epigbs2 pcr demultiplexing

• Analysis and comprehensive comparison of PacBio and nanopore-based RNA sequencing of the Arabidopsis transcriptome.

  PMID 32536962 · PMC7291481 · Plant methods · 2020 · 8 claims · 8 setups

  Has reproduction · 57

  ONT Pc produces higher raw data quality (higher alignment rate, lower error rate) than ONT Dc, while PacBio generates the longest reads

  arabidopsis pacbio randomly illumina pacbio nanopore

• SMRT and Illumina RNA sequencing reveal novel insights into the heat stress response and crosstalk with leaf senescence in tall fescue.

  PMID 32746857 · PMC7397585 · BMC plant biology · 2020 · 8 claims · 7 setups

  Has reproduction · 30

  Combined PacBio SMRT and Illumina RNA sequencing generated a full-length reference transcriptome for tall fescue in the absence of a genome sequence.

  tall pooled nicotiana physiological illumina smrt

• BaRTv2: a highly resolved barley reference transcriptome for accurate transcript-specific RNA-seq quantification.

  PMID 35704392 · PMC9546494 · The Plant journal : for cell and molecular biology · 2022 · 8 claims · 6 setups

  Has reproduction · 94

  BaRTv2.18 is the most comprehensive and resolved reference transcriptome in barley to date, containing 39,434 genes and 148,260 transcripts

  barley pacbio illumina read

• Genetic variation of SARS coronavirus in Beijing Hospital.

  PMID 15200810 · PMC3323231 · Emerging infectious diseases · 2004 · 8 claims · 4 setups

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  113 sequence variations at 9 recurrent variant sites were identified in 29 full-length S-gene sequences compared to the BJ01 reference strain

  clinical extracted rna-derived cloned nested screening direct

• BRCA1 and BRCA2 mutation predictions using the BOADICEA and BRCAPRO models and penetrance estimation in high-risk French-Canadian families.

  PMID 16417652 · PMC1413985 · Breast cancer research : BCR · 2006 · 8 claims · 7 setups

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  BOADICEA predicts accurately the number of BRCA1 and BRCA2 mutations across family groups and discriminates well between carriers and noncarriers

  french-canadian families brca1-positive same targeted full-length multiplex