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).

• Systems biology in human health and disease.

  PMID 17893698 · PMC2013921 · Molecular systems biology · 2007 · 8 claims · 5 setups

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  High-throughput quantitative proteomics of signaling networks (e.g., HER2 overexpression) can be correlated with biological responses like proliferation and migration to better understand pathways deregulated in cancer.

  her2 biological prostate model quantitative combinatorial genome-wide

• 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

  Assembled the largest reference blood gene expression profiling (GEP) dataset for AML to date: 12,029 samples from 105 studies across three platforms.

  peripheral datasets hg-u133 disjoint bulk machine deep

• Evaluation of BRCA1 and BRCA2 mutations and risk-prediction models in a typical Asian country (Malaysia) with a relatively low incidence of breast cancer.

  PMID 18627636 · PMC2575532 · Breast cancer research : BCR · 2008 · 8 claims · 5 setups

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  27 deleterious BRCA1/BRCA2 mutations were detected in 28 breast cancer patients (14 in BRCA1, 13 in BRCA2) among 187 tested

  blood-derived family brca1 direct multiplex boadicea

• Improved epigenetic age prediction models by combining sex chromosome and autosomal markers.

  PMID 40665390 · PMC12261677 · Epigenetics & chromatin · 2025 · 7 claims · 5 setups

  Has reproduction · 48

  Combining sex chromosomal DNAm markers with autosomal age-informative markers can produce a high-accuracy age prediction model competitive with autosomal-only models

  blood buffy methylation random spearman

• 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

• The malaria secretome: from algorithms to essential function in blood stage infection.

  PMID 18551176 · PMC2408878 · PLoS pathogens · 2008 · 8 claims · 5 setups

  Full-text index only

  An expanded secretome (van Ooij secretome) built from a revised SignalP MaxS cutoff (0.571) plus HMMER-expanded HT-motif search yields 422 proteins (224 excluding RIFIN/STEVOR families).

  falciparum berghei plasmodium signal comparative piggybac

• Mutation screening of HSF4 in 150 age-related cataract patients.

  PMID 18941546 · PMC2569895 · Molecular vision · 2008 · 8 claims · 4 setups

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  Five new HSF4 sequence variants (c.1020-25G>A, c.1078A>G, c.1223C>T, c.1256+25C>T, c.1286C>T) were found in age-related cataract patients but not in 220 controls.

  peripheral hsf4b hsf4 genomic secondary sequence

• Improved precision of epigenetic clock estimates across tissues and its implication for biological ageing.

  PMID 31443728 · PMC6708158 · Genome medicine · 2019 · 6 claims · 8 setups

  Has reproduction · 68

  A near-perfect chronological age predictor can in principle be developed from DNA methylation when training sample size is sufficiently large.

  blood unrelated sgpd lbc1921 methylation reml permutation

• Genome of the endangered Guatemalan Beaded Lizard, Heloderma charlesbogerti, reveals evolutionary relationships of squamates and declines in effective population sizes.

  PMID 36226801 · PMC9713440 · G3 (Bethesda, Md.) · 2022 · 8 claims · 7 setups

  Has reproduction · 84

  The assembled draft genome of H. charlesbogerti totals 2.31 Gb, similar in size to related species

  blood charlesbogerti reptile annotated whole-genome novo repeat

• Analysis of mitochondrial DNA sequences in childhood encephalomyopathies reveals new disease-associated variants.

  PMID 17895983 · PMC1976591 · PloS one · 2007 · 8 claims · 5 setups

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  Sequencing of complete mtDNA genomes in 23 pediatric patients identified 27 significant variants (12 novel, 15 known) associated with mitochondrial encephalomyopathies.

  blood-derived lymphocytes maternal wild-type complete respiratory pcr-rflp

• Variants in the ATM gene associated with a reduced risk of contralateral breast cancer.

  PMID 18701470 · PMC2562548 · Cancer research · 2008 · 7 claims · 4 setups

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  Carriers of common ATM variants (>=1% frequency) have a statistically significant reduction in risk of contralateral breast cancer (CBC)

  peripheral wecare atm mutation case-control variant

• Methylation of class II transactivator gene promoter IV is not associated with susceptibility to multiple sclerosis.

  PMID 18606010 · PMC2464579 · BMC medical genetics · 2008 · 6 claims · 4 setups

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  Methylation of the MHC2TA promoter pIV is not associated with MS susceptibility; no methylation was detected in any twin sample regardless of disease status

  peripheral mhc2ta pcr sanger bisulfite cpg

• Predicting failure rate of PCR in large genomes.

  PMID 18492719 · PMC2441781 · Nucleic acids research · 2008 · 7 claims · 8 setups

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  The number of predicted primer-binding sites in genomic DNA is the most important factor determining PCR failure.

  genomic genome pcr combined large-scale exact-match mismatch-tolerant

• Identification of four novel cytochrome P4501B1 mutations (p.I94X, p.H279D, p.Q340H, and p.K433K) in primary congenital glaucoma patients.

  PMID 20057908 · PMC2802296 · Molecular vision · 2009 · 8 claims · 4 setups

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  Mutations in CYP1B1 are a major cause of PCG in the studied patient cohort

  genomic cyp1b1 pcg pcr missense clinical

• Mutation analysis of the MSMB gene in familial prostate cancer.

  PMID 19997100 · PMC2816656 · British journal of cancer · 2010 · 8 claims · 5 setups

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  No deleterious mutations were found in the MSMB coding region in 192 familial prostate cancer cases

  germline blood 161-nt genotype sanger taqman transcription

• Genomic transcriptional profiling identifies a candidate blood biomarker signature for the diagnosis of septicemic melioidosis.

  PMID 19903332 · PMC3091321 · Genome biology · 2009 · 6 claims · 5 setups

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  A candidate 37-transcript diagnostic signature distinguishes septicemic melioidosis from sepsis caused by other organisms with 100% accuracy in the training set and 78%/80% accuracy in two independent validation sets

  blood whole-genome unsupervised class

• Prevalence of mutations in ELANE, GFI1, HAX1, SBDS, WAS and G6PC3 in patients with severe congenital neutropenia.

  PMID 19775295 · PMC2783282 · British journal of haematology · 2009 · 8 claims · 4 setups

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  ELANE mutations were detected in 90 of 162 SCN patients (55.6%), making it the most commonly mutated gene in SCN.

  peripheral whole-genome-amplified gfi1 sanger high-throughput sift

• Expanding the clinical spectrum of COL2A1 related disorders by a mass like phenotype.

  PMID 35296718 · PMC8927422 · Scientific reports · 2022 · 8 claims · 8 setups

  Has reproduction · 84

  Four FBN1-negative patients from three families with a MASS-like phenotype carry likely pathogenic or uncertain-significance missense variants in the propeptide-coding regions of COL2A1

  blood-derived four patients col2a1 targeted clinical transthoracic

• Machine learning algorithm predicts fibrosis-related blood diagnosis markers of intervertebral disc degeneration.

  PMID 37915003 · PMC10619283 · BMC medical genomics · 2023 · 8 claims · 7 setups

  Has reproduction · 68

  CEP120 and SPDL1 were identified as diagnostic genes for IDD using a random forest model

  blood gse150408 cep120 pbmcs bulk machine single-sample

• Discovery and validation of molecular patterns and immune characteristics in the peripheral blood of ischemic stroke patients.

  PMID 38650649 · PMC11034498 · PeerJ · 2024 · 8 claims · 8 setups

  Has reproduction · 83

  188 differentially expressed genes (DEGs) between IS and control blood samples were identified and enriched in immune-related biological pathways

  blood degs peripheral hub microarray kegg cibersort