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).

• Integrative analysis of transcriptomic data reveals a predictive gene signature for chemoradiotherapy response in rectal cancer.

  PMID 41550766 · PMC12803930 · iScience · 2026 · 8 claims · 8 setups

  Has reproduction · 50

  A 186-gene signature predictive of nCRT response was derived from integrating six GEO transcriptomic datasets using machine learning.

  pre-treatment combined larc 186-gene differential machine molecular

• Comprehensive analysis of m(6)A methylome alterations after azacytidine plus venetoclax treatment for acute myeloid leukemia by nanopore sequencing.

  PMID 38510975 · PMC10950754 · Computational and structural biotechnology journal · 2024 · 8 claims · 6 setups

  Has reproduction

  m6A site number and m6A levels are significantly lower in post-treatment complete remission (CR) bone marrow than in pre-treatment AML bone marrow

  paired hl-60 gene aml nanopore functional kaplan-meier

• Transcriptomic analysis of the highly derived radial body plan of a sea urchin.

  PMID 24696402 · PMC4007537 · Genome biology and evolution · 2014 · 7 claims · 7 setups

  Has reproduction · 68

  A de novo reference transcriptome for Heliocidaris erythrogramma spanning larval, metamorphic, and postmetamorphic stages provides a genomic resource for studying radial body plan evolution.

  sea heliocidaris panther novo rna-seq principal

• Analysis of virulence factors of Helicobacter pylori isolated from a Vietnamese population.

  PMID 19698173 · PMC2739534 · BMC microbiology · 2009 · 8 claims · 5 setups

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  Three distinct deletion patterns (39-bp, 18-bp, no deletion) exist upstream of the cagA EPIYA repeat region (pre-EPIYA region), providing a novel genotyping marker.

  pylori gastric pcr sequence comparative

• Pathway signatures derived from on-treatment tumor specimens predict response to anti-PD1 blockade in metastatic melanoma.

  PMID 34654806 · PMC8519947 · Nature communications · 2021 · 6 claims · 8 setups

  Has reproduction · 100

  A pathway-based super signature from on-treatment samples (PASS-ON) predicts anti-PD1 response with high accuracy (validation AUC 0.85-0.89, combined AUC 0.88) and outperforms existing signatures across all four datasets.

  metastatic pathway bulk gene elastic-net

• Prediction, syntax and semantic grounding in the brain and large language models.

  PMID 41807493 · PMC12979642 · Scientific reports · 2026 · 7 claims · 8 setups

  Has reproduction · 86

  Nouns show significant pre-onset (anticipatory) neural activity in ERPs/ERFs, suggesting enhanced anticipatory processing for this word class.

  healthy same llama-3.2-1b audio-book combined source cluster-based

• Independent component analysis reveals new and biologically significant structures in micro array data.

  PMID 16762055 · PMC1557674 · BMC bioinformatics · 2006 · 7 claims · 8 setups

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  ICA applied to three microarray datasets reveals many biologically significant components, including low-ranking ones not obvious by rank alone

  acute serum-stimulated head aml microarray clust term

• Single-cell analysis highlights the role of CD4(+) IFN-I-related T cells in Behcet's uveitis during Interferonα-2a therapy.

  PMID 42021381 · PMC13238117 · Biology direct · 2026 · 6 claims · 8 setups

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  CD4+ IFN-I-related T cells are significantly decreased in active BD patients and restored after IFNα-2a therapy

  pbmcs sorted skin scrna-seq scrna-seq bulk cell-cell

• BABELOMICS: a systems biology perspective in the functional annotation of genome-scale experiments.

  PMID 16845052 · PMC1538844 · Nucleic acids research · 2006 · 8 claims · 8 setups

  Full-text index only

  Babelomics is presented as an updated, complete suite of web tools for functional analysis of genome-scale experiments with new and improved modules

  pre-selected pre-tabulated genes ranked kegg expression text-mining

• Statistical challenges in preprocessing in microarray experiments in cancer.

  PMID 18829474 · PMC3529914 · Clinical cancer research : an official journal of the American Association for Cancer Research · 2008 · 8 claims · 7 setups

  Full-text index only

  Choice of pre-processing method materially changes which features are found significantly associated with survival in the Beer et al. lung cancer microarray dataset

  lung beer individual outlier expression rank-covariance quality-control

• eVITTA: a web-based visualization and inference toolbox for transcriptome analysis.

  PMID 34019643 · PMC8218201 · Nucleic acids research · 2021 · 8 claims · 7 setups

  Has reproduction · 82

  eVITTA is a web-based toolbox with three integrated modules (easyGEO, easyGSEA, easyVizR) for GEO data access, functional profiling, and multi-dataset comparison

  nasopharyngeal elegans bulk pre-ranked microarray

• Pre-implantation embryo metabolism identified by PEMA reveals endogenous lactate insufficiency contributes to pre-implantation development arrest.

  PMID 42272466 · PMC13247451 · Fundamental research · 2026 · 6 claims · 7 setups

  Has reproduction

  PEMA, a computational tool that weights metabolic reactions using Ribo-seq data combined with RNA-seq-derived flux balance analysis, can characterize metabolic states of human and mouse pre-implantation embryos more precisely than existing methods like Compass.

  embryos pre-implantation ch3pn single-embryo immunofluorescence single-cell

• Integrated multi-level quality control for proteomic profiling studies using mass spectrometry.

  PMID 19055809 · PMC2657802 · BMC bioinformatics · 2008 · 7 claims · 5 setups

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  QC processes for identifying and removing low-quality spectra are often overlooked in proteomic profiling studies

  serum pooled duplicate full seldi-tof principal technical

• Single-Cell Lineage Tracing Uncovers Resistance Signatures and Sensitizing Strategies to FLT3 Inhibitors in Acute Myeloid Leukemia.

  PMID 41270153 · PMC7618455 · Cancer research · 2026 · 8 claims · 8 setups

  Full-text index only

  ReSisTrace single-cell lineage tracing identifies pre-resistant and pre-sensitive cell states to FLT3 inhibitors midostaurin and quizartinib in FLT3-ITD-positive MOLM-13 AML cells before treatment

  molm-13 aml-pdx1 single-cell lineage gene

• Pre-existing cell states predict resistance to multiple treatments.

  PMID 41916275 · PMC13261651 · Cell genomics · 2026 · 8 claims · 5 setups

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  Rare melanoma clones can develop resistance to multiple diverse treatments simultaneously, not just single treatments

  wm989 time-lapse barcode single-cell

• Synergism between IL7R and CXCR4 drives BCR-ABL induced transformation in Philadelphia chromosome-positive acute lymphoblastic leukemia.

  PMID 32581241 · PMC7314847 · Nature communications · 2020 · 8 claims · 8 setups

  Has reproduction · 92

  IL7R interacts with CXCR4 to recruit BCR-ABL1 and JAK kinases into close proximity, forming a molecular platform for transformation

  bm-derived pediatric bcr-abl1-transformed nod-scid rna-sequencing gene flow

• Macrophages on the run: Exercise balances macrophage polarization for improved health.

  PMID 39476967 · PMC11585839 · Molecular metabolism · 2024 · 8 claims · 7 setups

  Has reproduction · 81

  Immediate/acute exercise triggers an M1 (pro-inflammatory) macrophage polarization surge.

  gene affymetrix pooled muscle meta-analysis stepminer gene

• Roar: detecting alternative polyadenylation with standard mRNA sequencing libraries.

  PMID 27756200 · PMC5069797 · BMC bioinformatics · 2016 · 8 claims · 5 setups

  Has reproduction · 75

  Roar, a method using PRE/POST read counts around annotated APA sites to compute an m/M ratio and a ratio-of-ratios (roar) statistic, detects differential 3'UTR shortening/lengthening from standard RNA-seq libraries.

  testes normal gene rna-seq sapas cdna

• Application of single molecule technology to rapidly map long DNA and study the conformation of stretched DNA.

  PMID 16243782 · PMC1266062 · Nucleic acids research · 2005 · 7 claims · 4 setups

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  DLA can generate a high signal-to-noise bisPNA binding-site map of the 185.1 kb BAC 12M9 using as few as 200 molecule traces

  bac direct pulsed-field electrophoretic

• Applications for protein sequence-function evolution data: mRNA/protein expression analysis and coding SNP scoring tools.

  PMID 16912992 · PMC1538848 · Nucleic acids research · 2006 · 7 claims · 8 setups

  Full-text index only

  PANTHER HMMs built from family/subfamily multiple sequence alignments can classify novel protein sequences into functional groups based on statistically significant HMM match scores

  input gene genome-wide genes sequence gene numerical