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).

• Identification of phenotype-specific networks from paired gene expression-cell shape imaging data.

  PMID 35197309 · PMC8997347 · Genome research · 2022 · 8 claims · 5 setups

  Has reproduction · 100

  A network-based approach integrating RNA-seq and cell-shape imaging data identifies data-derived signaling networks specific to cell-shape regulation in breast cancer.

  breast representative kinases bulk high-throughput immunofluorescence

• SurvConvMixer: robust and interpretable cancer survival prediction based on ConvMixer using pathway-level gene expression images.

  PMID 38539106 · PMC10967213 · BMC bioinformatics · 2024 · 7 claims · 6 setups

  Has reproduction · 77

  SurvConvMixer reformats KEGG Pathways-in-Cancer gene expression values into pathway-level 2D gene expression images and applies a ConvMixer-based model for overall survival prediction

  luad lung bulk gene machine

• The TREM2-APOE Pathway Drives the Transcriptional Phenotype of Dysfunctional Microglia in Neurodegenerative Diseases.

  PMID 28930663 · PMC5719893 · Immunity · 2017 · 8 claims · 8 setups

  Has reproduction · 67

  A common APOE-dependent microglial molecular signature (MGnD) — loss of homeostatic genes plus induction of inflammatory genes with Apoe among the most upregulated — occurs in ALS, MS and AD mouse models and around neuritic Aβ-plaques in human AD brain.

  facs-isolated fcrls+ sorted app-ps1 nanostring sequencing quantitative

• Expression profiling of drug response--from genes to pathways.

  PMID 17117610 · PMC3181826 · Dialogues in clinical neuroscience · 2006 · 8 claims · 8 setups

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  Understanding individual response to a drug (efficacy/tolerability) is the major bottleneck in current drug development and clinical trials.

  blastocyst skin specified cortex pathway two-color microarray

• A proteomic approach to differentiate histologically classified stable and unstable plaques from human carotid arteries.

  PMID 18715566 · PMC2659534 · Atherosclerosis · 2009 · 6 claims · 4 setups

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  Stable and unstable carotid plaque extracts show distinct 2D-PAGE protein expression profiles, with nine proteins significantly differing in abundance between the two groups

  carotid excised 2-dimensional maldi-tof western

• Genomic and proteomic profiling I: leiomyomas in African Americans and Caucasians.

  PMID 17716379 · PMC2063502 · Reproductive biology and endocrinology : RB&E · 2007 · 7 claims · 6 setups

  Full-text index only

  268 genes (177 over-expressed, 91 under-expressed) are differentially expressed in leiomyomas of African Americans compared to Caucasians (P<0.01, 2-fold cutoff)

  paired same excised paraffin-embedded microarray realtime 2d-page

• A global view of protein expression in human cells, tissues, and organs.

  PMID 20029370 · PMC2824494 · Molecular systems biology · 2009 · 7 claims · 6 setups

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  A high fraction (>65%) of proteins is expressed in most human cells and tissues, while very few proteins (<2%) are detected in any single cell type.

  normal computational hepatocytes same immunohistochemistry immunofluorescence unsupervised

• Serum proteomic analysis focused on fibrosis in patients with hepatitis C virus infection.

  PMID 17625010 · PMC1971245 · Journal of translational medicine · 2007 · 8 claims · 2 setups

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  Seven serum protein spots show significantly altered expression between mild (F0-F1) and advanced (F3-F4) fibrosis in chronic hepatitis C patients

  serum digitized polyacrylamide image

• Tissue compartment analysis for biomarker discovery by gene expression profiling.

  PMID 19901995 · PMC2771357 · PloS one · 2009 · 8 claims · 5 setups

  Full-text index only

  TCA method quantifies the fractional volume of constitutive structures in a heterogeneous tissue sample by comparing marker mRNA levels in the whole sample to those in pure isolated structures

  kidney pure serial rt-pcr sage histo-morphometry

• Integromics: challenges in data integration.

  PMID 12186644 · PMC139396 · Genome biology · 2002 · 8 claims · 7 setups

  Full-text index only

  There is no simple solution to database integration in genomics/bioinformatics

  lines molecular gene monsanto high-throughput cluster-correlation microarray

• GenomeRNAi: a database for cell-based RNAi phenotypes. 2009 update.

  PMID 19910367 · PMC2808900 · Nucleic acids research · 2010 · 7 claims · 7 setups

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  GenomeRNAi is a database integrating RNAi phenotypes, reagents, and gene annotations from cell-based screens in Drosophila and human cells

  drosophila hela genome-scale image-based rna-seq

• Sequencing mRNA from cryo-sliced Drosophila embryos to determine genome-wide spatial patterns of gene expression.

  PMID 23951250 · PMC3741199 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 67

  Cryosectioning single blastoderm-stage D. melanogaster embryos along the A–P axis and sequencing mRNA from each slice yields reliable genome-wide spatial expression patterns.

  single methanol-fixed reads slice mrna-seq light-microscopy read

• A proteomic analysis of IVF follicular fluid in women

  PMID 18980758 · PMC3916005 · Fertility and sterility · 2009 · 8 claims · 4 setups

  Full-text index only

  2D-PAGE proteomic evaluation of follicular fluid can identify potential biomarkers distinguishing good versus poor IVF responders in matched patient pairs

  follicular excised clinical polyacrylamide liquid direct

• Artificial Intelligence Meets Whole Slide Images: Deep Learning Model Shapes an Immune-Hot Tumor and Guides Precision Therapy in Bladder Cancer.

  PMID 36245985 · PMC9553530 · Journal of oncology · 2022 · 6 claims · 8 setups

  Has reproduction

  A deep learning WSI cluster (three-class mini batch K-means on Inception V3 features) is associated with overall survival (P<0.001) and is an independent prognostic predictor (P=0.031) in BLCA.

  tcga-blca blca tcga deep transfer-learning neural-network

• Artificial Intelligence Approach in Machine Learning-Based Modeling and Networking of the Coronavirus Pathogenesis Pathway.

  PMID 40699865 · PMC12191508 · Current issues in molecular biology · 2025 · 8 claims · 8 setups

  Has reproduction

  The coronavirus pathogenesis pathway is activated in SARS-CoV-2-infected iPSC-derived cardiac cells and in SARS-CoV/SARS-CoV-2-infected LUAD cells

  ace2-transfected calu-3 luad ipsc-derived ipa sequencing convolutional

• A novel sodium bicarbonate cotransporter-like gene in an ancient duplicated region: SLC4A9 at 5q31.

  PMID 11305939 · PMC31480 · Genome biology · 2001 · 8 claims · 8 setups

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  SLC4A9 is a novel human NBC-like gene on chromosome 5q31 encoding a 990-amino-acid, 12-transmembrane-domain protein with high similarity to other sodium bicarbonate cotransporters

  bac kidney genomic marathon genomic cdna pcr

• Genome annotation of a 1.5 Mb region of human chromosome 6q23 encompassing a quantitative trait locus for fetal hemoglobin expression in adults.

  PMID 15169551 · PMC441375 · BMC genomics · 2004 · 8 claims · 8 setups

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  A very large, previously uncharacterized gene, AHI1, containing WD40 and SH3 domains was discovered in the candidate interval

  cdna image hbs1l ahi1 rt-pcr est northern

• Detection of venous thromboembolism by proteomic serum biomarkers.

  PMID 17579716 · PMC1891085 · PloS one · 2007 · 5 claims · 8 setups

  Full-text index only

  A neural network-based classifier built from direct MALDI-TOF MS serum protein expression profiles can diagnose VTE with sensitivity/specificity that exceeds D-dimer assays

  serum anova-selected citrated depleted direct artificial d-dimer

• Different approaches to Imaging Mass Cytometry data analysis.

  PMID 37092034 · PMC10115470 · Bioinformatics advances · 2023 · 8 claims · 5 setups

  Has reproduction

  Imaging Mass Cytometry (IMC) is a high-multiplexing imaging platform capable of simultaneously detecting and visualizing up to 40 different protein targets in tissue sections.

  ffpe imc imaging raw channel

• Defining the proteome.

  PMID 16356278 · PMC1414090 · Genome biology · 2005 · 8 claims · 8 setups

  Full-text index only

  Integration of multi-omics data is an important step toward a systems-biology approach to the proteome

  brain chicken bacillus yeast proteome proteomics two-dimensional