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).

• Proteomics: characterizing the cogs in the machinery of life.

  PMID 14630521 · PMC1241753 · Environmental health perspectives · 2003 · 8 claims · 5 setups

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  Protein expression patterns in blood serum, detected via SELDI-TOF mass spectrometry and analyzed with a genetic algorithm, can distinguish ovarian cancer patients from healthy individuals with very high sensitivity and specificity.

  blood lung hemoglobin proteins seldi-tof proteome tandem

• Swarm intelligence based wavelet coefficient feature selection for mass spectral classification: an application to proteomics data.

  PMID 19733729 · PMC2748225 · Analytica chimica acta · 2009 · 8 claims · 4 setups

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  ACA-based wavelet coefficient feature selection can achieve up to 100% classification accuracy on training, validating, and independent testing sets using only 5 selected features.

  blood baseline-corrected 953-dimensional training seldi-tof wavelet ant

• Optimal step length EM algorithm (OSLEM) for the estimation of haplotype frequency and its application in lipoprotein lipase genotyping.

  PMID 12529185 · PMC149347 · BMC bioinformatics · 2003 · 5 claims · 4 setups

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  OSLEM (Optimal Step Length EM), which approximates an optimal step length via a fixed-point search (D_N = D_{N-1} + λ(D_preN - D_{N-1})), runs about twice as fast as standard EM while producing the same haplotype frequency estimates.

  real tailored blood algorithm snp

• Characterisation of the genomic architecture of human chromosome 17q and evaluation of different methods for haplotype block definition.

  PMID 15850495 · PMC1090572 · BMC genetics · 2005 · 8 claims · 6 setups

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  Haplotype block definitions based on LD measures (Definitions 1, 2, 3, 5) produce fewer, shorter blocks with limited sequence coverage compared to the haplotype diversity-based method (Definition 4)

  unrelated same snps haplotype snp haplotype pairwise

• Mutation screening and haplotype analysis of the rhodopsin gene locus in Japanese patients with retinitis pigmentosa.

  PMID 17653048 · PMC2776539 · Molecular vision · 2007 · 8 claims · 4 setups

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  No RP patient among 68 Japanese subjects carried a RHO mutation causing an amino acid substitution

  blood-derived genomic chromosomes rho whole-locus pcr haplotype

• Evaluating the performance of Affymetrix SNP Array 6.0 platform with 400 Japanese individuals.

  PMID 18803882 · PMC2566316 · BMC genomics · 2008 · 8 claims · 5 setups

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  About 20% of the 909,622 SNPs on the SNP Array 6.0 are monomorphic in the Japanese population

  genomic japanese reference snp concentration agarose

• High fidelity of whole-genome amplified DNA on high-density single nucleotide polymorphism arrays.

  PMID 18786630 · PMC2659594 · Genomics · 2008 · 8 claims · 7 setups

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  WGA product performs well on the Affymetrix 250K SNP array compared to genomic DNA, especially with the BRLMM calling algorithm.

  genomic whole-genome same call snp technical genotype

• An OMICs-based meta-analysis to support infection state stratification.

  PMID 33560295 · PMC8388022 · Bioinformatics (Oxford, England) · 2021 · 7 claims · 6 setups

  Has reproduction · 44

  Multi-class machine learning models built from cross-platform microarray meta-analysis can distinguish bacterial, viral and no-infection states with high accuracy (best model: 93% bacterial, 89% viral correct).

  blood merged affymetrix-optimized gene feature out-of-sample

• Digital sorting of complex tissues for cell type-specific gene expression profiles.

  PMID 23497278 · PMC3626856 · BMC bioinformatics · 2013 · 8 claims · 8 setups

  Has reproduction · 85

  The Digital Sorting Algorithm (DSA) deconvolves mixed tissue expression into cell type-specific profiles using only marker genes, without requiring prior knowledge of cell type frequencies or in vitro pure-cell profiles.

  liver im-9 immune deconvolved microarray simulation roc

• Predictive genomics of cardioembolic stroke.

  PMID 19064790 · PMC2752697 · Stroke · 2009 · 8 claims · 4 setups

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  A Bayesian network multivariate model achieves 86% predictive accuracy (AUC) for cardioembolic stroke on fitted values

  blood-derived gasros same custom bayesian roc

• Integrated analysis of genetic and proteomic data identifies biomarkers associated with adverse events following smallpox vaccination.

  PMID 18923431 · PMC2692715 · Genes and immunity · 2009 · 7 claims · 6 setups

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  A two-stage strategy (Random Forest filtering followed by decision tree modeling) can integrate categorical genetic and continuous proteomic data to identify biomarkers of AE risk

  ebv-transformed serum combined rf-filtered snp serum random

• Whole genome distribution and ethnic differentiation of copy number variation in Caucasian and Asian populations.

  PMID 19956714 · PMC2776354 · PloS one · 2009 · 8 claims · 5 setups

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  3,019 CNVs (2,381 autosomal, 638 X chromosome) were identified across 985 Caucasian and 692 Asian individuals using the Affymetrix 500K array

  same caucasian cau autosomal snp copy population

• A high-throughput method for quantifying alleles and haplotypes of the malaria vaccine candidate Plasmodium falciparum merozoite surface protein-1 19 kDa.

  PMID 16626494 · PMC1459863 · Malaria journal · 2006 · 8 claims · 5 setups

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  Pyrosequencing, after adjustment to a standard curve, provides accurate and precise estimates of allele frequencies in mixed MSP-1_19 infections

  falciparum cloned pyrosequencing pcr

• Evidence for limited genetic compartmentalization of HIV-1 between lung and blood.

  PMID 19759830 · PMC2736399 · PloS one · 2009 · 8 claims · 7 setups

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  Statistical evidence of genetic compartmentalization between lung and blood HIV-1 env sequences was found in 10 of 18 subjects.

  paired lung tissue-pair pooled hiv-1 maximum statistical

• Macrophages on the run: Exercise balances macrophage polarization for improved health.

  PMID 39476967 · PMC11585839 · Molecular metabolism · 2024 · 8 claims · 7 setups

  Has reproduction · 81

  Immediate/acute exercise triggers an M1 (pro-inflammatory) macrophage polarization surge.

  gene affymetrix pooled muscle meta-analysis stepminer gene

• Increasing the number of SNP loci does not necessarily improve prediction power at least in the comparison of MTHFR SNP and haplotypes.

  PMID 19075497 · PMC4771609 · Journal of epidemiology · 2008 · 7 claims · 6 setups

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  Increasing the number of typed SNP loci does not necessarily improve prediction power, at least for the MTHFR gene

  healthy genomic genotype trial randomized snp haplotype

• Neoadjuvant sintilimab plus chemotherapy in EGFR-mutant NSCLC: Phase 2 trial interim results (NEOTIDE/CTONG2104).

  PMID 38897205 · PMC11293361 · Cell reports. Medicine · 2024 · 8 claims · 8 setups

  Has reproduction · 72

  Neoadjuvant sintilimab plus carboplatin/nab-paclitaxel is clinically feasible and tolerable in resectable EGFR-mutant NSCLC, with all 18 patients completing treatment and undergoing radical surgery.

  pre resected tumor serial whole-exome bulk single-cell

• Optimal scaling of digital transcriptomes.

  PMID 24223126 · PMC3819321 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 67

  Fifteen existing and novel transcript-count normalization algorithms can be compared with two novel, mutually independent metrics: the number of "uniform" genes (sufficiently low coefficient of variation after normalization) and low average Spearman correlation between normalized expression profiles of gene pairs.

  tissues bodymap mapped 16-sample bulk read transcript