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).

• Adaptive discriminant function analysis and reranking of MS/MS database search results for improved peptide identification in shotgun proteomics.

  PMID 18788775 · PMC3744223 · Journal of proteome research · 2008 · 7 claims · 4 setups

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  PeptideProphet's fixed LDA coefficients for combining search scores (Xcorr', ΔCn, SpRank) may not be optimal under all search/instrument conditions.

  trypsin-digested mix serum same shotgun sequest lc-ms

• Cell fixation and preservation for droplet-based single-cell transcriptomics.

  PMID 28526029 · PMC5438562 · BMC biology · 2017 · 7 claims · 8 setups

  Has reproduction · 91

  Methanol fixation stabilizes and preserves dissociated cells for weeks without compromising single-cell RNA-seq data quality

  hek293 dissociated facs-sorted hek drop-seq bulk trizol

• scMILD: Single-cell multiple instance learning for sample classification and associated subpopulation discovery.

  PMID 41907409 · PMC13019583 · iScience · 2026 · 8 claims · 8 setups

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  scMILD identifies condition-associated cells using only sample-level labels via a dual-branch MIL architecture with a shared encoder

  simulated lupus covid-19 ulcerative simulated mixture scrna-seq

• PURE-seq integrates FACS and PIP-seq for single-cell genomics of ultra-rare cells.

  PMID 41565684 · PMC12881479 · Nature communications · 2026 · 8 claims · 8 setups

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  PURE-seq integrates FACS sorting directly into PIP-seq barcoding reaction tubes, minimizing manual handling and cell loss for rare-cell single-cell sequencing.

  hek293t pbmcs melanoma bone single-cell infercnv gene

• Minisequencing mitochondrial DNA pathogenic mutations.

  PMID 18402672 · PMC2377236 · BMC medical genetics · 2008 · 7 claims · 7 setups

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  A minisequencing multiplex assay can interrogate 25 pathogenic mtDNA mutations across the whole mtDNA genome in a single reaction using 13 amplicons.

  blood-derived same genomic pcr minisequencing automatic multiplex

• Sequential RNA polymerase II activation drives human hematopoiesis.

  PMID 41520338 · PMC13067999 · Cell reports · 2026 · 7 claims · 7 setups

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  sciCUT&Tag2in1 enables simultaneous single-cell combinatorial-indexing profiling of Pol II occupancy (Ser5/Ser2-phospho CTD) together with histone modifications (H3K4me1-2-3 or H3K27me3) in up to 50,000 cells per experiment

  g-csf-mobilized cd34+ 10-donor lineage-depleted scicut&tag2in1 individual souporcell

• Non-negative matrix factorization and deconvolution as a dual simplex problem.

  PMID 41535969 · PMC12888666 · Genome biology · 2026 · 8 claims · 3 setups

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  The NMF optimization problem can be reduced to searching for K(K-1) variables, independent of the original matrix size M×N.

  unconstrained bulk single-cell image bulk single-cell

• Detection of rare mutant K-ras DNA in a single-tube reaction using peptide nucleic acid as both PCR clamp and sensor probe.

  PMID 16432256 · PMC1345699 · Nucleic acids research · 2006 · 8 claims · 5 setups

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  A 17mer PNA spanning K-ras codons 12/13 can serve as both PCR clamp and sensor probe in a single-tube reaction, differentiating all 12 possible point mutations from wild-type by melting temperature shift

  wild-type mixture mutant serial melting real-time limit-of-detection

• Ligase detection reaction for the analysis of point mutations using free-solution conjugate electrophoresis in a polymer microfluidic device.

  PMID 19053073 · PMC3010182 · Electrophoresis · 2008 · 8 claims · 7 setups

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  LDR-FSCE (combining LDR with free-solution conjugate electrophoresis) enables single-base resolution separation of LDR products without a polymer sieving matrix

  genomic synthetic k-ras ldr-dt pcr solid-phase ligase

• Back to basics.

  PMID 12186643 · PMC139395 · Genome biology · 2002 · 8 claims · 8 setups

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  Human PDS (Pendrin) gene mutations damage ear structures and are linked to hereditary deafness and goiter

  chromosome pendrin yeast carbonic genome gene mudpit

• DNA methylation analysis by digital bisulfite genomic sequencing and digital MethyLight.

  PMID 18628296 · PMC2504308 · Nucleic acids research · 2008 · 8 claims · 6 setups

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  Digital PCR compartmentalizes individual bisulfite-converted DNA template molecules into separate wells, enabling single-molecule DNA methylation analysis

  fresh-frozen same sssi-methylated mixture digital conventional classic

• Shared genetic and neuroimmune architecture links type 1 diabetes with neurocognitive traits.

  PMID 41826324 · PMC13139607 · Nature communications · 2026 · 8 claims · 8 setups

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  T1D GWAS heritability is enriched in accessible chromatin of brain-resident cells, most notably microglia, across neurodevelopment into adulthood

  cortex single-nucleus gwas gtex stratified scavenge s-ldsc

• Boosting accuracy of automated classification of fluorescence microscope images for location proteomics.

  PMID 15207009 · PMC449699 · BMC bioinformatics · 2004 · 8 claims · 8 setups

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  New classifiers (SVMs, ensembles) and new wavelet-derived (Gabor, Daubechies) features improve recognition of protein subcellular location patterns over the previous neural network approach

  hela automated stepwise training-set-size

• Strategies for folding of affinity tagged proteins using GroEL and osmolytes.

  PMID 19082872 · PMC3693453 · Journal of structural and functional genomics · 2009 · 8 claims · 8 setups

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  GroEL/osmolyte mixtures can be used to refold difficult-to-fold chimeric affinity-tagged proteins by exploiting intrinsic chaperonin binding.

  coli sds-page glutathione pepck-gst sds-page maldi-tof native

• The genome and development-dependent transcriptomes of Pyronema confluens: a window into fungal evolution.

  PMID 24068976 · PMC3778014 · PLoS genetics · 2013 · 8 claims · 8 setups

  Has reproduction · 76

  The 50 Mb P. confluens genome with 13,369 predicted protein-coding genes is more characteristic of higher filamentous ascomycetes than of the large, repeat-rich Tuber melanosporum genome, showing that the truffle's expanded genome is not typical of the Pezizales.

  pyronema confluens fungal whole-genome k-mer rna-seq

• Perspectives of targeted mass spectrometry for protein biomarker verification.

  PMID 19818677 · PMC2795387 · Current opinion in chemical biology · 2009 · 8 claims · 8 setups

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  SRM/MRM mass spectrometry can quantify targeted proteotypic peptides as surrogates for candidate biomarker proteins in complex plasma samples

  proteins standard plasma sera srm multiplexed immunoaffinity-srm