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).
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Optimality driven nearest centroid classification from genomic data.
PMID 17912341 · PMC1991588 · PloS one · 2007 · 7 claims · 5 setups
A theoretical result determines the subset of features of a given size that minimizes the misclassification rate for a nearest-centroid (LDA) classifier, based on equation (4).
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Has reproduction · 51
Evaluation of the Available Variant Calling Tools for Oxford Nanopore Sequencing in Breast Cancer.
PMID 36140751 · PMC9498802 · Genes · 2022 · 7 claims · 6 setups
Clair3 and Human-SNP-wf (which incorporates Clair3) achieved the highest performance among the six variant callers tested.
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Has reproduction · 83
Hierarchical classification-based pan-cancer methylation analysis to classify primary cancer.
PMID 38066424 · PMC10709847 · BMC bioinformatics · 2023 · 8 claims · 5 setups
CHCT, a hierarchical classification tool, splits classification of 30 cancer types into ten smaller subproblems using a two-tier architecture to classify primary cancer by methylation profile
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Preselection of cases through expert clinical and radiological review significantly increases mutation detection rate in multiple epiphyseal dysplasia.
PMID 17133256 · PMC2670452 · European journal of human genetics : EJHG · 2007 · 7 claims · 3 setups
Expert clinical-radiological preselection significantly increases mutation detection rate in MED
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Has reproduction · 95
MetaMap: an atlas of metatranscriptomic reads in human disease-related RNA-seq data.
PMID 29901703 · PMC6025204 · GigaScience · 2018 · 6 claims · 7 setups
A two-step 'omni' RNA-seq pipeline (MetaMap) combining STAR human alignment with CLARK-S metagenomic classification can quantify archaeal, bacterial, and viral reads from the non-human read fraction of human RNA-seq data
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Has reproduction · 63
Comparative Genomics of Borderline Oxacillin-Resistant Staphylococcus aureus Detected during a Pseudo-outbreak of Methicillin-Resistant S. aureus in a Neonatal Intensive Care Unit.
PMID 35038924 · PMC8764539 · mBio · 2022 · 7 claims · 8 setups
Of 42 isolates flagged as MRSA by screening agar, only 9 were PBP2a- and mecA-positive true MRSA, while the remaining 33 were mecA-negative and largely met criteria for BORSA
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Has reproduction
Unlocking the microbial studies through computational approaches: how far have we reached?
PMID 36920617 · PMC10016191 · Environmental science and pollution research international · 2023 · 8 claims · 8 setups
Metagenomics enables culture-independent study of microbial communities directly from their natural environments, bypassing the need for clonal isolation.
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Clinical correlates of depressive symptoms in familial Parkinson's disease.
PMID 18785635 · PMC2872794 · Movement disorders : official journal of the Movement Disorder Society · 2008 · 7 claims · 5 setups
Depressive symptoms are significantly associated with Hoehn and Yahr stage, motor impairment (UPDRS Part III), and functional disability/ADL measures (Blessed, UPDRS Part II)
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Improving melanoma classification by integrating genetic and morphologic features.
PMID 18532874 · PMC2408611 · PLoS medicine · 2008 · 7 claims · 5 setups
BRAF-mutant melanomas show distinct morphological features (upward migration and nesting of intraepidermal melanocytes, epidermal thickening, sharper lateral demarcation, larger/rounder/more pigmented tumor cells) compared to non-mutant melanomas
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Inherited disorder phenotypes: controlled annotation and statistical analysis for knowledge mining from gene lists.
PMID 16351744 · PMC1866390 · BMC bioinformatics · 2005 · 5 claims · 3 setups
OMIM Clinical Synopsis free-text phenotype and location names can be normalized and hierarchically structured into a controlled vocabulary suitable for computational analysis
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Has reproduction · 84
Expanding the clinical spectrum of COL2A1 related disorders by a mass like phenotype.
PMID 35296718 · PMC8927422 · Scientific reports · 2022 · 8 claims · 8 setups
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
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Has reproduction · 43
TransFlow: a Snakemake workflow for transmission analysis of Mycobacterium tuberculosis whole-genome sequencing data.
PMID 36469333 · PMC9825751 · Bioinformatics (Oxford, England) · 2023 · 8 claims · 8 setups
TransFlow is a Snakemake- and Conda-based workflow that combines state-of-the-art tools into a single, fast, scalable pipeline for MTBC WGS-based transmission analysis.
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Tumor mapping in 2 large multigenerational families with CYLD mutations: implications for disease management and tumor induction.
PMID 19917957 · PMC2935681 · Archives of dermatology · 2009 · 8 claims · 4 setups
The clinical distinction between FC, BSS, and MFT has little prognostic or clinical utility, even within the same family, warranting a unifying diagnosis of 'CYLD cutaneous syndrome'.
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A genomic approach to improve prognosis and predict therapeutic response in chronic lymphocytic leukemia.
PMID 19861443 · PMC2783430 · Clinical cancer research : an official journal of the American Association for Cancer Research · 2009 · 8 claims · 8 setups
A genomic signature derived from CLL patient leukemic cells significantly differentiates stable from progressive disease
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Has reproduction · 78
GenTB: A user-friendly genome-based predictor for tuberculosis resistance powered by machine learning.
PMID 34461978 · PMC8407037 · Genome medicine · 2021 · 8 claims · 6 setups
GenTB is a free, open, web-based application offering two ML predictors (Random Forest and WDNN) that predict resistance to 13 and 10 anti-TB drugs, respectively.
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Fingerprinting cancer development.
PMID 14694892 · PMC1241638 · Environmental health perspectives · 2003 · 8 claims · 6 setups
Protein microarrays can detect phosphoprotein fingerprints that identify early-stage cancer or monitor drug toxicity.
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Association study of T102C 5-HT(2A) polymorphism in schizophrenic patients: diagnosis, psychopathology, and suicidal behavior.
PMID 17506229 · PMC3181846 · Dialogues in clinical neuroscience · 2007 · 7 claims · 4 setups
The T102C 5-HT2A genotype/allele frequencies were not associated with suicide attempt history or suicide attempt characteristics (lethality, violence) in schizophrenic patients.
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High-throughput sequencing provides insights into genome variation and evolution in Salmonella Typhi.
PMID 18660809 · PMC2652037 · Nature genetics · 2008 · 7 claims · 8 setups
Evolution in the Typhi population is characterized by ongoing loss of gene function (pseudogene accumulation) rather than gain of function or diversifying selection.
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Has reproduction · 48
Bioinformatics Analysis of the Characteristics and Correlation of m6A Methylation in Breast Cancer Progression.
PMID 35655723 · PMC9148239 · Contrast media & molecular imaging · 2022 · 8 claims · 8 setups
Breast cancer samples can be divided into 4 m6A subtypes (quiescent, m6A methylation, protein-binding, mixed) based on expression of m6A-related genes, with consistent proportions across datasets
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Has reproduction · 90
The COMBAT-TB Workbench: Making Powerful Mycobacterium tuberculosis Bioinformatics Accessible.
PMID 35138128 · PMC8827006 · mSphere · 2022 · 8 claims · 5 setups
The COMBAT-TB Workbench combines the IRIDA web platform and the Galaxy workflow platform into a single easy-to-install, Docker-based application