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).

• Quadratic regression analysis for gene discovery and pattern recognition for non-cyclic short time-course microarray experiments.

  PMID 15850479 · PMC1127068 · BMC bioinformatics · 2005 · 8 claims · 8 setups

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  A step-down quadratic regression method (fitting quadratic, then linear, then null models per gene) identifies differentially expressed genes and classifies them into 9 temporal expression patterns using continuous time information.

  olfactory present same anova-significant microarray step-down peddada

• Relative impact of nucleotide and copy number variation on gene expression phenotypes.

  PMID 17289997 · PMC2665772 · Science (New York, N.Y.) · 2007 · 8 claims · 5 setups

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  SNPs and CNVs capture largely non-overlapping signals of genetic variation affecting gene expression

  lymphoblastoid same computational subset gene snp array

• ResnetAge: A Resnet-Based DNA Methylation Age Prediction Method.

  PMID 38247911 · PMC10813502 · Bioengineering (Basel, Switzerland) · 2023 · 8 claims · 4 setups

  Has reproduction · 75

  ResnetAge, a ResNet-based neural network using 22,278 shared Illumina 27K/450K CpG sites, predicts DNA methylation age from beta values.

  shared independent methylation resnet comparative

• Detecting imbalanced expression of SNP alleles by minisequencing on microarrays.

  PMID 15500681 · PMC529269 · BMC biotechnology · 2004 · 8 claims · 7 setups

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  Both microarray minisequencing formats accurately quantify SNP allele ratios, with R2 > 0.95 for the majority of regression lines

  genomic huvec microarray solid-phase real-time

• Projecting contact matrices in 177 geographical regions: An update and comparison with empirical data for the COVID-19 era.

  PMID 34310590 · PMC8354454 · PLoS computational biology · 2021 · 7 claims · 6 setups

  Has reproduction · 98

  Updated synthetic contact matrices were generated for 177 geographical locations covering 97.2% of the world's population (up from 152 locations/95.9% in 2017).

  polymod geographical dhs locations bayesian synthetic household

• Size matters: just how big is BIG?: Quantifying realistic sample size requirements for human genome epidemiology.

  PMID 18676414 · PMC2639365 · International journal of epidemiology · 2009 · 7 claims · 2 setups

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  Conventional power calculations for case-control studies disregard analytic complexity (e.g. clinical assessment errors, unmeasured aetiological determinants) and can seriously underestimate true sample size requirements

  simulated simulation-based simulated

• Screening for microsatellite instability identifies frequent 3'-untranslated region mutation of the RB1-inducible coiled-coil 1 gene in colon tumors.

  PMID 19888451 · PMC2766054 · PloS one · 2009 · 7 claims · 4 setups

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  Somatic mutation frequency (%MSI) of 3'UTR microsatellites in MSI-H colorectal tumors correlates significantly with microsatellite length (r=0.86, p=7.2×10−13), following an exponential growth model.

  msi-h computational rb1cc1 normal pcr nonlinear real-time

• Long-term trends in evolution of indels in protein sequences.

  PMID 17298668 · PMC1805498 · BMC evolutionary biology · 2007 · 8 claims · 5 setups

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  More than one third of protein domains show a statistically significant tendency to increase or decrease in size over evolutionary distance.

  curated individual cdd linear pearson binomial

• TP53 mutations in ovarian carcinomas from sporadic cases and carriers of two distinct BRCA1 founder mutations; relation to age at diagnosis and survival.

  PMID 16229746 · PMC1276789 · BMC cancer · 2005 · 8 claims · 4 setups

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  Survival for BRCA1-familial ovarian cancer cases with TP53 mutations was not significantly different from familial cases without TP53 mutations (p=0.25, RR=1.64)

  ovarian sporadic paraffin-embedded mutation survival extraction

• A macaque's-eye view of human insertions and deletions: differences in mechanisms.

  PMID 17941704 · PMC1976337 · PLoS computational biology · 2007 · 7 claims · 4 setups

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  Insertion and deletion rates are differentially associated with replication- versus recombination-related genomic features, indicating the two mutation types are driven in part by distinct mechanisms

  chimpanzee non-overlapping 1-mb 100-kb comparative regression kruskal-wallis

• DESE: estimating driver tissues by selective expression of genes associated with complex diseases or traits.

  PMID 31694669 · PMC6836538 · Genome biology · 2019 · 8 claims · 8 setups

  Has reproduction · 56

  DESE is a unified iterative framework that estimates driver tissues of complex diseases/traits from tissue-selective expression of GWAS-associated genes, and outputs prioritized susceptibility genes as a byproduct

  tissues schizophrenia bipolar coronary rna-seq gwas gene

• Resequencing of genes for transforming growth factor beta1 (TGFB1) type 1 and 2 receptors (TGFBR1, TGFBR2), and association analysis of variants with diabetic nephropathy.

  PMID 17319955 · PMC1808054 · BMC medical genetics · 2007 · 7 claims · 7 setups

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  TGFβ1 is a crucial mediator in the pathogenesis of diabetic nephropathy, promoting renal hypertrophy and extracellular matrix accumulation.

  genomic healthy irish case mutation direct taqman

• LRRK2 gene G2019S mutation and SNPs [haplotypes] in subtypes of Parkinson's disease.

  PMID 18752982 · PMC2761091 · Parkinsonism & related disorders · 2009 · 8 claims · 4 setups

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  LRRK2 G2019S mutation frequency was 1.56% in total PD, higher in familial PD (3.5%) than sporadic PD (0.3%)

  genomic genotype mutation taqman association

• Merger of ayurveda and tissue culture-based functional genomics: inspirations from systems biology.

  PMID 18348714 · PMC2311278 · Journal of translational medicine · 2008 · 8 claims · 8 setups

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  Crude LASH extract and its purified components (withanone, withaferin A) act through distinct but partially overlapping molecular gene-regulatory networks

  tumor-derived tumor lash gene cytotoxicity sirna ribozyme

• Apolipoprotein e, alcohol consumption, and risk of ischemic stroke: the Framingham Heart Study revisited.

  PMID 19717024 · PMC2743951 · Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association · 2009 · 8 claims · 6 setups

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  ApoE E4 allele does not significantly modify the association between alcohol consumption and risk of ischemic stroke in subjects <65 years

  framingham plasma genotyping structured clinical

• Application of two machine learning algorithms to genetic association studies in the presence of covariates.

  PMID 19014573 · PMC2620353 · BMC genetics · 2008 · 8 claims · 3 setups

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  The relative performance of RF and MARS for detecting genotype-trait associations depends on both the strategy used to handle covariates and the true underlying model of association (e.g., confounding vs. mediation vs. interaction).

  simulated cohort simulation applied

• Flanking p10 contribution and sequence bias in matrix based epitope prediction: revisiting the assumption of independent binding pockets.

  PMID 18925947 · PMC2600787 · BMC structural biology · 2008 · 8 claims · 3 setups

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  The extended matrix PP10 (built from a proline-containing peptide library) shows significant improvement in binding prediction over the original nine-residue matrix P9

  recombinant peptides awcsdealplgsprcd peptide-mhc quantitative x-ray

• Imputation-based analysis of association studies: candidate regions and quantitative traits.

  PMID 17676998 · PMC1934390 · PLoS genetics · 2007 · 8 claims · 2 setups

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  Imputation-based Bayesian regression increases power to detect association compared with standard single-SNP tests, even when the causal variant is directly typed

  study phenotyped genotype bayesian

• Meta-analysis of six dairy cattle breeds reveals biologically relevant candidate genes for mastitis resistance.

  PMID 39009986 · PMC11247842 · Genetics, selection, evolution : GSE · 2024 · 6 claims · 8 setups

  Has reproduction · 69

  Meta-analysis of GWAS across multiple breeds for CM and SCS identified 58 lead markers associated with mastitis incidence, including 16 loci not overlapping previously identified QTL in AnimalQTLdb.

  six multi-breed per-breed bovine genome-wide single-trait trans-ethnic

• Dissecting lncRNA-mRNA competitive regulatory network in human islet tissue exosomes of a type 1 diabetes model reveals exosome miRNA markers.

  PMID 36440209 · PMC9682028 · Frontiers in endocrinology · 2022 · 6 claims · 7 setups

  Has reproduction · 50

  lncRNA-mRNA ceRNA networks differ substantially between control and cytokine-treated islet exosomes, sharing lncRNAs more than mRNAs, implying state-dependent regulatory functions

  pancreatic database-derived plasma saliva sequencing exosome lncrna-mirna