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).

• Fucosylated glycoproteins as markers of liver disease.

  PMID 19126969 · PMC3827789 · Disease markers · 2008 · 8 claims · 6 setups

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  Core alpha 1,6-linked fucosylation of AFP (AFP-L3) is increased in HCC and is a more specific marker of HCC than total AFP

  afp pooled larger igg lectin fucose-specific immunoblot

• MobiCT: a UMI-based circulating tumor DNA analysis pipeline.

  PMID 41503160 · PMC12770973 · NAR genomics and bioinformatics · 2026 · 7 claims · 7 setups

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  MobiCT is a Nextflow/nf-core UMI-based ctDNA pipeline (deduplication, alignment, variant calling with VarDict, annotation with VEP) achieving sensitivity, precision, and F1-score around 90% after comprehensive filtering.

  cfdna same tumor horizon targeted droplet ngs

• A compatible exon-exon junction database for the identification of exon skipping events using tandem mass spectrum data.

  PMID 19087293 · PMC2636810 · BMC bioinformatics · 2008 · 6 claims · 6 setups

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  A theoretical exon-exon junction protein database accounting for all in-phase (frame-preserving) exon combinations can be built from the Ensembl Core Database using Perl/Bioperl/MySQL/Ensembl API.

  ensembl liver candidate same database tandem decoy

• Human CRAMP1 specifically promotes the expression of histone H1 genes.

  PMID 41663757 · PMC12979687 · EMBO reports · 2026 · 8 claims · 8 setups

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  CRAMP1 is a selective regulator of histone H1 gene expression that does not significantly affect core histone gene expression

  cancer hek293t rpe1 genome-wide immunoprecipitation-mass western

• Predicting positive p53 cancer rescue regions using Most Informative Positive (MIP) active learning.

  PMID 19756158 · PMC2742196 · PLoS computational biology · 2009 · 8 claims · 4 setups

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  MIP active learning is a novel active learning method that preferentially seeks informative Positive (functionally active) examples rather than only maximizing classifier accuracy.

  engineered p53 computational yeast-based regional homology

• Identifying alternative hyper-splicing signatures in MG-thymoma by exon arrays.

  PMID 18545673 · PMC2409220 · PloS one · 2008 · 8 claims · 6 setups

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  An integrative ad-hoc functional GO analysis combining threshold-based (Fisher exact/hypergeometric) and threshold-free (Kolmogorov-Smirnov) statistics, plus term-to-parent comparisons, detects disease-relevant splicing events from exon array data.

  mg-thymoma colon exon fluorescent reverse

• Graph Random Forest: A Graph Embedded Algorithm for Identifying Highly Connected Important Features.

  PMID 37509188 · PMC10377046 · Biomolecules · 2023 · 8 claims · 6 setups

  Has reproduction · 89

  GRF identifies effective features that form highly connected sub-graphs on the underlying biological network

  synthetic tcga embryonic simulation sub-graph reproducibility

• Interactome-transcriptome analysis reveals the high centrality of genes differentially expressed in lung cancer tissues.

  PMID 16188928 · PMC4631381 · Bioinformatics (Oxford, England) · 2005 · 7 claims · 4 setups

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  Genes upregulated in squamous cell lung cancer are highly connected (well-connected) nodes in the protein interactome

  squamous ophid degs oligonucleotide interaction connectivity

• Sequence and structure signatures of cancer mutation hotspots in protein kinases.

  PMID 19834613 · PMC2759519 · PloS one · 2009 · 8 claims · 6 setups

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  Developed CKMD (Composite Kinase Mutation Database), an integrated bioinformatics resource mapping genetic variation in protein kinase genes to sequence, structural, and functional data

  kinase common egfr autoinhibited database-driven structure-informed evolutionary

• Molecular tumor profiling: translating genomic insights into clinical advances.

  PMID 15287965 · PMC507868 · Genome biology · 2004 · 8 claims · 8 setups

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  Gene-expression profiling can distinguish BRCA1- and BRCA2-linked breast tumors from sporadic breast tumors with similar hormone-receptor status

  breast ovarian panel tumor gene-expression candidate-gene large-scale

• TNF-⍺-mediated myeloid-instructed CD14(+)CD4(+) T cells are associated with poor survival in lung adenocarcinoma.

  PMID 41666923 · PMC12923953 · Cell reports. Medicine · 2026 · 8 claims · 5 setups

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  Tumors stratify into lymphoid-enriched, myeloid-enriched, and mixed immune-infiltrated subtypes independent of oncogenic driver status

  resected luad cd4+ multiplex spatial image

• Glioblastoma subclasses can be defined by activity among signal transduction pathways and associated genomic alterations.

  PMID 19915670 · PMC2771920 · PloS one · 2009 · 8 claims · 6 setups

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  Proteomic analysis of glioma samples reveals three signaling subclasses of GBM associated with predominant EGFR activation, PDGFR activation, or loss of NF1

  surgical standardized glioma gbm western principal k-means

• metaFun: An analysis pipeline for metagenomic big data with fast and unified functional searches.

  PMID 41530917 · PMC12818822 · Gut microbes · 2026 · 8 claims · 8 setups

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  metaFun is an open-source, end-to-end Nextflow/Apptainer pipeline integrating quality control, taxonomic profiling, functional profiling, de novo assembly, binning, genome assessment, comparative genomics, network analysis, and strain-level microdiversity analysis into a unified framework

  simulated selected gut mags novo binning pangenome-based

• Frag'n'Flow: automated workflow for large-scale quantitative proteomics in high performance computing environments.

  PMID 41486154 · PMC12828970 · BMC bioinformatics · 2026 · 8 claims · 8 setups

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  Frag'n'Flow is a Nextflow-based pipeline that encapsulates FragPipe, automating manifest/workflow generation, tool dependency management, and downstream analysis for HPC/cloud/cluster environments.

  laboratory institutional breast pluripotent ram cpu storage