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).

• Mutation survey of known LCA genes and loci in the Saudi Arabian population.

  PMID 18936139 · PMC2695987 · Investigative ophthalmology & visual science · 2009 · 7 claims · 4 setups

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  Mutations in the 13 known LCA genes were identified in only 24% (9/37) of Saudi Arabian LCA families, far lower than the ~65% mutation detection rate reported in European populations

  leukocyte affected kkesh-060 direct str homozygosity

• Replication in mammalian cells recapitulates the locus-specific differences in somatic instability of genomic GAA triplet-repeats.

  PMID 17142224 · PMC1669776 · Nucleic acids research · 2006 · 8 claims · 8 setups

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  Pure (GAA·TTC)44+ alleles at the FXN locus are unstable in human somatic cells in vivo, showing both expansions and contractions.

  blood v34a cos1 cv1 small genome-wide strip

• Relationship between cyclooxygenase 8473T>C polymorphism and the risk of lung cancer: a case-control study.

  PMID 16542464 · PMC1468421 · BMC cancer · 2006 · 8 claims · 4 setups

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  The COX-2 8473T>C genotype distribution did not differ significantly between overall lung cancer cases and controls.

  peripheral selected lung pcr-based sequencing questionnaire-based

• SePaCS--a web-based application for classification of seroreactivity profiles.

  PMID 17478503 · PMC1933220 · Nucleic acids research · 2007 · 8 claims · 4 setups

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  SePaCS is a freely available web-based tool that trains and applies multiple classification methods (4 Naive Bayes variants, SVM with RBF kernel, LDA, DLDA) to seroreactivity profiles and outputs results as a summary table plus a detailed PDF report

  blood computational seroreactivity supervised mutual

• 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

• FEM: mining biological meaning from cell level in single-cell RNA sequencing data.

  PMID 34909283 · PMC8641482 · PeerJ · 2021 · 7 claims · 5 setups

  Has reproduction · 75

  The FEM algorithm converts each cell's gene expression matrix (GEM) into a functional expression matrix by applying Fisher's exact test enrichment per cell and per gene set, then encoding adjusted p-values as information content.

  peripheral pancreas liver pbmc scrna-seq differential dimensionality

• A method for detecting epistasis in genome-wide studies using case-control multi-locus association analysis.

  PMID 18667089 · PMC2533022 · BMC genomics · 2008 · 7 claims · 2 setups

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  HFCC is a method/software for genome-wide epistasis detection using case-control multi-locus association analysis, combining a fast computing algorithm with flexibility to test a variety of epistatic models.

  blood-derived simulated genome-wide simulation-based

• Newborn sex-specific transcriptome signatures and gestational exposure to fine particles: findings from the ENVIRONAGE birth cohort.

  PMID 28583124 · PMC5458481 · Environmental health : a global access science source · 2017 · 7 claims · 6 setups

  Has reproduction · 71

  Gestational PM2.5 exposure is associated with sex-specific gene expression changes in newborn cord blood, with major differences between boys and girls.

  cord maternal genes significant genome pm2.5 isolation

• Integrative analyses reveal signaling pathways underlying familial breast cancer susceptibility.

  PMID 26969729 · PMC4812528 · Molecular systems biology · 2016 · 7 claims · 6 setups

  Has reproduction · 67

  Cell adhesion (cell-cell and cell-ECM) pathways are significantly and consistently dysregulated in women who develop familial breast cancer across multiple omic data types and tissues.

  peripheral pbmcs normal snap-frozen gene exome western

• Nimbus: a design-driven analyses suite for amplicon-based NGS data.

  PMID 29538618 · PMC6084620 · Bioinformatics (Oxford, England) · 2018 · 7 claims · 4 setups

  Has reproduction · 64

  Nimbus is an end-to-end software suite for amplicon-based NGS data that tracks source amplicons through alignment and variant calling, with tools for trimming, alignment, SNP/InDel calling, QC and visualization.

  blood twin na15510 haloplex snp whole-exome

• Somatic deletion of the NF1 gene in a neurofibromatosis type 1-associated malignant melanoma demonstrated by digital PCR.

  PMID 16961930 · PMC1570477 · Molecular cancer · 2006 · 8 claims · 6 setups

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  Somatic deletion of the maternal NF1 allele occurred in the melanoma of an NF1 patient, demonstrating biallelic NF1 inactivation.

  peripheral microdissected formalin-fixed microsatellite conventional digital

• HIV-1 sequence evolution in vivo after superinfection with three viral strains.

  PMID 17716368 · PMC2020475 · Retrovirology · 2007 · 8 claims · 8 setups

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  gag and env-V3 nucleotide evolution follows a similar pattern in all three strains: low substitution rate in the first 2-3 years of infection, then an increase driven mainly by synonymous substitutions

  blood seminal pbmcs biological strain-specific bulk in-house

• 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

• Mutation analysis of TMC1 identifies four new mutations and suggests an additional deafness gene at loci DFNA36 and DFNB7/11.

  PMID 18616530 · PMC4732719 · Clinical genetics · 2008 · 8 claims · 8 setups

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  TMC1 mutations were identified in seven of the families/patients segregating hearing loss linked to DFNA36/DFNB7-11

  families affected tmc1 tjp2 genetic sequencing multiplex

• Detection of mutations in EGFR in circulating lung-cancer cells.

  PMID 18596266 · PMC3551471 · The New England journal of medicine · 2008 · 8 claims · 7 setups

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  The CTC-chip microfluidic device isolates CTCs from NSCLC patients in sufficient quantity and purity to permit EGFR mutational analysis

  blood archived nsclc plasma microfluidic allele-specific standard

• PCR-free method detects high frequency of genomic instability in prostate cancer.

  PMID 19797393 · PMC2794161 · Nucleic acids research · 2009 · 7 claims · 6 setups

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  A novel PCR-free random cloning/sequencing method can detect genomic variants that PCR-based approaches miss in heterogeneous tumor genomes.

  blood normal prostate matched pcr-free degenerate-pcr blastn

• Assessing individual differences in genome-wide gene expression in human whole blood: reliability over four hours and stability over 10 months.

  PMID 19653838 · PMC3819565 · Twin research and human genetics : the official journal of the International Society for Twin Studies · 2009 · 8 claims · 5 setups

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  A subset of probesets (3,414) shows 4-hour test-retest reliability exceeding r=0.70 for detecting individual differences in gene expression.

  blood edta reliably genome-wide twin sub-type

• Cell Specific eQTL Analysis without Sorting Cells.

  PMID 25955312 · PMC4425538 · PLoS genetics · 2015 · 5 claims · 3 setups

  Has reproduction · 90

  A genome-environment interaction meta-analysis on whole blood can predict neutrophil- and lymphocyte-specific cis-eQTLs without sorting cells.

  blood neutrophils blood neutrophil rna-seq

• Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics.

  PMID 31918046 · PMC6992905 · iScience · 2020 · 8 claims · 8 setups

  Has reproduction · 96

  Data-driven, high-dimensional ML approaches that learn multivariate signatures directly from genome-wide transcriptomic data (no prior gene selection) yield accurate and robust AML classifiers.

  peripheral pbmc datasets hg-u133 gene bulk machine

• Human methylome variation across Infinium 450K data on the Gene Expression Omnibus.

  PMID 33937763 · PMC8061458 · NAR genomics and bioinformatics · 2021 · 8 claims · 6 setups

  Has reproduction · 88

  Approximately two-thirds of compiled HM450K samples are from blood, one-quarter from brain, and roughly one-third from cancer patients.

  hm450k seven annotated illumina beadarray model-based