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).

• 'Unknown' proteins and 'orphan' enzymes: the missing half of the engineering parts list--and how to find it.

  PMID 20001958 · PMC3022307 · The Biochemical journal · 2009 · 8 claims · 8 setups

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  Comparative genomics is the single most effective strategy for predicting functions of unknown proteins and finding genes for orphan enzymes

  lactococcus lactis arabidopsis coli gene recombinant enzyme

• Variation in genetic admixture and population structure among Latinos: the Los Angeles Latino eye study (LALES).

  PMID 19903357 · PMC3087512 · BMC genetics · 2009 · 7 claims · 6 setups

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  LALES Latinos show strong evidence of recent population admixture, primarily from Native American and European ancestries with smaller Asian and African contributions.

  lales native genotyping structure hardy-weinberg

• Developing a set of ancestry-sensitive DNA markers reflecting continental origins of humans.

  PMID 19860882 · PMC2775748 · BMC genetics · 2009 · 8 claims · 8 setups

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  A set of 47 SNPs selected via the 4gen pairwise F_ST approach serves as an ASM panel distinguishing four continental groups (African, Eurasian, Asian/Oceanian, Native American)

  ycc individuals hgdp-ceph asm snp structure pairwise

• HCK and ABAA: A Newly Designed Pipeline to Improve Fungi Metabarcoding Analysis.

  PMID 34025601 · PMC8134036 · Frontiers in microbiology · 2021 · 8 claims · 8 setups

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  ABAA reduces the number of false-positives with all metabarcoding methods tested

  fungal same mock raw its1 blastn hierarchical

• 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

• Uncovering Cas9 PAM diversity through metagenomic mining and machine learning.

  PMID 41656299 · PMC12996302 · Nature communications · 2026 · 8 claims · 6 setups

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  CRISPR-PAMdb is a publicly accessible database compiling Cas9 protein sequences from 3.8 million bacterial/archaeal genomes and PAM profiles from 7.4 million phage/plasmid sequences

  bacterial phage cas9 experimentally hmm-based spacer-protospacer machine

• The Genomics of Convergent Adaptation to Intertidal Gravel Beaches in Mediterranean Clingfishes.

  PMID 41671394 · PMC12951522 · Genome biology and evolution · 2026 · 8 claims · 8 setups

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  Gouania slender and stout morphotypes evolved convergently at least twice within the genus, confirmed by 3D morphometrics and phylogenomics

  pelvic individuals draft gouania geometric barcoding phylogenomics

• Evidence for a minimal eukaryotic phosphoproteome?

  PMID 17712425 · PMC1945084 · PloS one · 2007 · 8 claims · 3 setups

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  Divergence in eukaryotic kinases at the primary sequence level is not reflected at the level of substrate phosphorylation.

  lysates lysate pepchip peptide labelling statistical

• nf-core/proteinfamilies: a scalable pipeline for the generation of protein families.

  PMID 41563008 · PMC12950615 · GigaScience · 2026 · 8 claims · 3 setups

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  nf-core/proteinfamilies is a scalable, parametrizable, open-source Nextflow pipeline that generates new protein families or assigns sequences to existing families using profile HMMs and MSAs

  uniprot-swissprot input family diamond computational

• PHScaffolding: a hypergraph clustering and dual-weight integration strategy for scaffolding with Pore-C reads.

  PMID 41569288 · PMC12825295 · Briefings in bioinformatics · 2026 · 7 claims · 6 setups

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  PHScaffolding builds a weighted hypergraph from Pore-C read-to-contig alignments, with hyperedges representing multi-way contig interactions and weighted by the geometric mean of per-contig alignment lengths

  hg002 gm12878 arabidopsis contig pore-c genome hypergraph

• Single-cell RNA-sequencing of circulating tumour cells: A practical guide to workflow and translational applications.

  PMID 41053409 · PMC12500777 · Cancer metastasis reviews · 2025 · 8 claims · 8 setups

  Has reproduction

  A 12-step CTC-specific scRNA-seq workflow is proposed, spanning enrichment, single-cell sorting, sequencing, data pre-processing and downstream analysis, to overcome methodological inconsistencies in the field.

  ctcs pooled single neuroblastoma scrna-seq multi-omics

• Enhancing cell subpopulation discovery in cancer by integrating single-cell transcriptome and expressed variants.

  PMID 41647537 · PMC12869734 · Fundamental research · 2026 · 6 claims · 3 setups

  Has reproduction · 68

  scCluster, an end-to-end deep clustering model integrating gene expression and expressed variant (eSNP) features, stratifies cell subpopulations in cancer scRNA-seq data.

  raw real-world expressed gene deep

• The ASAP II database: analysis and comparative genomics of alternative splicing in 15 animal species.

  PMID 17108355 · PMC1669709 · Nucleic acids research · 2007 · 8 claims · 4 setups

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  ASAP II expands human alternative splicing data ~3-fold over the previous ASAP database, to ~89,078 distinct alternative splicing relationships in 11,717 genes

  genome animal aligned est genome-wide comparative est

• HTSstation: a web application and open-access libraries for high-throughput sequencing data analysis.

  PMID 24475057 · PMC3903476 · PloS one · 2014 · 8 claims · 5 setups

  Has reproduction · 66

  HTSstation is a web application suite coupling simple web forms to modular analysis pipelines for ChIP-seq, RNA-seq, 4C-seq and re-sequencing HTS applications, accessible at http://htsstation.epfl.ch.

  embryonic mycobacterium forebrain rna-seq re-sequencing 4c-seq

• Discovery and hypothesis generation through bioinformatics.

  PMID 16522224 · PMC1431734 · Genome biology · 2006 · 8 claims · 8 setups

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  Bioinformatics should be used as a tool for discovery and hypothesis generation, not merely to manage biological data

  genome chemokine gene-expression proteins genome-wide phylogenetic microarray

• EGenBio: a data management system for evolutionary genomics and biodiversity.

  PMID 17118150 · PMC1683573 · BMC bioinformatics · 2006 · 7 claims · 7 setups

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  EGenBio is a web-based system for integrated management, filtering, curation, and visualization of large-scale genomic sequences, alignments, and phylogenetic trees for evolutionary genomics and biodiversity research.

  vertebrate sequence mutant phylogenetic sequence coevolution saturation

• Inhibition of SARS-CoV-2 Infections in Engineered Human Tissues Using Clinical-Grade Soluble Human ACE2.

  PMID 32333836 · PMC7181998 · Cell · 2020 · 8 claims · 7 setups

  Has reproduction · 87

  Clinical-grade hrsACE2 significantly inhibits SARS-CoV-2 infection of Vero-E6 cells in a dose-dependent manner

  nasopharyngeal vero-e6 ipsc-derived embryonic viral qrt-pcr organoid

• CellFishing.jl: an ultrafast and scalable cell search method for single-cell RNA sequencing.

  PMID 30744683 · PMC6371477 · Genome biology · 2019 · 8 claims · 5 setups

  Has reproduction · 97

  CellFishing.jl achieves accuracy comparable to state-of-the-art software (scmap-cell) but is markedly faster

  scrna-seq shekhar2016 svd lsh hamming

• A multiple super-enhancer region establishes inter-TAD interactions and controls Hoxa function in cranial neural crest.

  PMID 37277355 · PMC10241789 · Nature communications · 2023 · 8 claims · 8 setups

  Has reproduction · 94

  2232 genome-wide putative super-enhancers (SEs) were identified in mouse cranial neural crest cell (CNCC) subpopulations

  e10.5 embryonic pa2 h3k27ac promoter hi-c

• Creation of a Single Cell RNASeq Meta-Atlas to Define Human Liver Immune Homeostasis.

  PMID 34335581 · PMC8322955 · Frontiers in immunology · 2021 · 7 claims · 8 setups

  Has reproduction · 63

  Three independently generated human liver CD45+ scRNA-seq datasets (LACEe, Lnb, LCD45e) can be co-clustered and integrated despite differing sequencing platforms and processing protocols.

  liver pbmc integrated gene scrna-seq differential ingenuity