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).

• SNAP predicts effect of mutations on protein function.

  PMID 18757876 · PMC2562009 · Bioinformatics (Oxford, England) · 2008 · 8 claims · 3 setups

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  SNAP is a publicly available web-server implementation predicting functional effects (neutral/non-neutral) of single amino acid substitutions.

  mutant insulin neural alanine mutation

• DeepProg: an ensemble of deep-learning and machine-learning models for prognosis prediction using multi-omics data.

  PMID 34261540 · PMC8281595 · Genome medicine · 2021 · 6 claims · 7 setups

  Has reproduction · 84

  DeepProg, an ensemble of deep-learning and machine-learning models, robustly predicts patient survival subtypes from multi-omics data and explicitly models survival as the objective while predicting new patient risks

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• Mutation analysis of the ATR gene in breast and ovarian cancer families.

  PMID 15987455 · PMC1175065 · Breast cancer research : BCR · 2005 · 8 claims · 5 setups

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  ATR mediates the DNA damage response by phosphorylating tumor suppressors such as p53, BRCA1 and CHK1, making it a plausible candidate breast/ovarian cancer susceptibility gene

  index atr variant mutation direct variant

• Coverage of whole proteome by structural genomics observed through protein homology modeling database.

  PMID 17146617 · PMC1769342 · Journal of structural and functional genomics · 2006 · 8 claims · 7 setups

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  FAMSBASE, a homology-modeling database of whole-genome ORFs, currently covers about 50% of predicted ORFs (368,724 of 734,193) across 276 genomes with modeled 3D structures.

  orfs predicted modeled representative homology transmembrane intrinsic

• JIGSAW, GeneZilla, and GlimmerHMM: puzzling out the features of human genes in the ENCODE regions.

  PMID 16925843 · PMC1810558 · Genome biology · 2006 · 8 claims · 4 setups

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  Adding model states for specific biological features (signal peptides, CpG islands, etc.) to non-comparative GHMM gene finders did little or nothing to enhance predictive accuracy, sometimes reducing it.

  encode genes invertebrate initio comparative training

• Anopheles gambiae genome reannotation through synthesis of ab initio and comparative gene prediction algorithms.

  PMID 16569258 · PMC1557760 · Genome biology · 2006 · 8 claims · 7 setups

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  An exon-gene-union (EGU) algorithm followed by an open-reading-frame-selection algorithm can synthesize ab initio (GENSCAN, GeneMark, SNAP) and comparative (Ensembl/Genewise) predictions into a single, more complete CDS set

  anopheles gambiae reanocds05 initio full-length rt-pcr

• Analysis of cancer risk and BRCA1 and BRCA2 mutation prevalence in the kConFab familial breast cancer resource.

  PMID 16507150 · PMC1413975 · Breast cancer research : BCR · 2006 · 6 claims · 7 setups

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  kConFab is a collaborative resource providing epidemiological, clinical, and biospecimen data from high-risk familial breast/ovarian cancer families, available to researchers worldwide for ethically approved, peer-reviewed projects.

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• ARSACS in the Dutch population: a frequent cause of early-onset cerebellar ataxia.

  PMID 18465152 · PMC2441586 · Neurogenetics · 2008 · 8 claims · 8 setups

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  37% (16/43) of Dutch index patients with early-onset recessive cerebellar ataxia carry SACS mutations, indicating ARSACS is far more frequent than previously estimated

  genomic identified sacs-mutation-positive alleles pcr clinical brain

• Machine learning developed an intratumor heterogeneity signature for predicting clinical outcome and immunotherapy benefit in bladder cancer.

  PMID 39100839 · PMC11291408 · Translational andrology and urology · 2024 · 8 claims · 8 setups

  Has reproduction · 40

  An integrative machine learning procedure (10 methods, 101 algorithm combinations) identified an Enet (alpha=0.2)-based intratumor heterogeneity-related signature (IRS) with the highest average C-index (0.69) across TCGA and GEO cohorts

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• Using structural bioinformatics to investigate the impact of non synonymous SNPs and disease mutations: scope and limitations.

  PMID 19758473 · PMC2745591 · BMC bioinformatics · 2009 · 8 claims · 8 setups

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  None of 39 tested structural properties can be used as a sole classification criterion to separate neutral SNPs from disease mutations.

  ensembl swissprot same structural foldx side

• A platelet-related signature for predicting the prognosis and immunotherapy benefit in bladder cancer based on machine learning combinations.

  PMID 39280688 · PMC11399026 · Translational andrology and urology · 2024 · 8 claims · 8 setups

  Has reproduction · 51

  An Enet (alpha=0.4) machine-learning algorithm built from 10 platelet-related genes yields the optimal platelet-related signature (PRS) for bladder cancer prognosis, with average C-index 0.73

  bladder tcga bulk univariate integrative

• Comparative genomic analysis of the gut bacterium Bifidobacterium longum reveals loci susceptible to deletion during pure culture growth.

  PMID 18505588 · PMC2430713 · BMC genomics · 2008 · 8 claims · 8 setups

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  Comparative genomics of B. longum DJO10A (minimally cultured) and NCC2705 (culture collection strain) reveals 17 unique DNA regions in DJO10A and 6 in NCC2705 despite otherwise high genome collinearity and identity

  bifidobacterium longum xbai-digested whole-genome base codon

• Multiomic machine learning on lactylation for molecular typing and prognosis of lung adenocarcinoma.

  PMID 39856156 · PMC11760357 · Scientific reports · 2025 · 8 claims · 8 setups

  Has reproduction · 83

  Ten multiomics clustering algorithms identify two distinct lactylation cancer subtypes (CS1 and CS2) in LUAD

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• A comprehensive resource of genomic, epigenomic and transcriptomic sequencing data for the black truffle Tuber melanosporum.

  PMID 25392735 · PMC4228822 · GigaScience · 2014 · 8 claims · 8 setups

  Has reproduction · 61

  T. melanosporum shows a high rate of cytosine methylation (>44%) that selectively targets transposable elements rather than genes, with a strong preference for CpG sites.

  tuber ectomycorrhizal melanosporum rna-seq whole-genome sequencing guided

• Identification of the Wheat (Triticum aestivum) IQD Gene Family and an Expression Analysis of Candidate Genes Associated with Seed Dormancy and Germination.

  PMID 35456910 · PMC9025732 · International journal of molecular sciences · 2022 · 8 claims · 8 setups

  Has reproduction · 78

  73 IQD gene family members (TaIQD1-73) were identified in the wheat genome and phylogenetically divided into six major groups.

  triticum taiqd wheat promoter genome-wide phylogenetic synteny

• Accelerating rare disease diagnostics by linking DNA and RNA through an explainable and interactive RNA-guided workflow.

  PMID 41685349 · PMC12891912 · NAR genomics and bioinformatics · 2026 · 7 claims · 7 setups

  Has reproduction

  An integrated RNA-guided variant interpretation workflow combining OUTRIDER, FRASER, MOLGENIS VIP, and Borzoi enhances clinical variant interpretation and reclassification of VUS in rare disease cases.

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• A chromosome-level genome assembly of Plantago ovata.

  PMID 36707685 · PMC9883528 · Scientific reports · 2023 · 8 claims · 8 setups

  Has reproduction · 99

  A chromosome-level reference genome assembly of P. ovata was constructed using PacBio long reads and Hi-C scaffolding.

  plantago ovata pacbio hi-c k-mer

• Serum diagnosis of diffuse large B-cell lymphomas and further identification of response to therapy using SELDI-TOF-MS and tree analysis patterning.

  PMID 18163913 · PMC2242801 · BMC cancer · 2007 · 8 claims · 8 setups

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  SELDI-TOF-MS serum proteomic patterns analyzed by decision tree classification (Biomarker Pattern Software) can discriminate DLBCL patients from healthy controls with high sensitivity and specificity.

  serum seldi dlbcl pooled seldi-tof-ms proteinchip decision

• 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

• Addressing the obesity epidemic: a genomics perspective.

  PMID 17362622 · PMC1893129 · Preventing chronic disease · 2007 · 8 claims · 8 setups

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  Obesity is a multifactorial disorder reflecting complex interactions of genes, environment, and lifestyle

  identical fraternal children younger twin family longitudinal