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).

• Quantum pixel representations and compression for N-dimensional images.

  PMID 35546151 · PMC9095730 · Scientific reports · 2022 · 8 claims · 2 setups

  Has reproduction · 87

  QPIXL is a uniform framework that overarches (I)FRQI, (I)NEQR, MCRQI, and (I)NCQI representations

  simulated example quantum image

• Boosting accuracy of automated classification of fluorescence microscope images for location proteomics.

  PMID 15207009 · PMC449699 · BMC bioinformatics · 2004 · 8 claims · 8 setups

  Full-text index only

  New classifiers (SVMs, ensembles) and new wavelet-derived (Gabor, Daubechies) features improve recognition of protein subcellular location patterns over the previous neural network approach

  hela automated stepwise training-set-size

• 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

• Synaptic proteins linked to HIV-1 infection and immunoproteasome induction: proteomic analysis of human synaptosomes.

  PMID 19693676 · PMC2824116 · Journal of neuroimmune pharmacology : the official journal of the Society on NeuroImmune Pharmacology · 2010 · 8 claims · 7 setups

  Full-text index only

  Proteomic screening of human synaptosomes identifies a set of proteins differentially expressed in HIV/AIDS brain

  frontal excised synaptosome paraffin-embedded 2d-page maldi-tof western

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

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

  Full-text index only

  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

  Full-text index only

  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

• Proteomic analysis of aqueous humor from patients with myopia.

  PMID 18334949 · PMC2268849 · Molecular vision · 2008 · 7 claims · 6 setups

  Full-text index only

  Total protein concentration in AH is significantly greater in high myopia patients than in non-myopic controls

  aqueous gels silver-stained trypsin-digested bradford two-dimensional silver

• 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

  Full-text index only

  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

• 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

• 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

• Antibiotic Drug screening and Image Characterization Toolbox (A.D.I.C.T.): a robust imaging workflow to monitor antibiotic stress response in bacterial cells in vivo.

  PMID 35707454 · PMC9178280 · F1000Research · 2021 · 8 claims · 6 setups

  Has reproduction · 88

  A.D.I.C.T. provides a robust, reproducible semi-automated imaging workflow for monitoring antibiotic stress response in bacteria in vivo

  shewanella area imagej2 brightfield live-cell shape

• Comparative proteome analysis of breast cancer and adjacent normal breast tissues in human.

  PMID 17127214 · PMC5054074 · Genomics, proteomics & bioinformatics · 2006 · 8 claims · 7 setups

  Full-text index only

  15 differential protein spots were detected in 11 of 12 (91.7%) breast cancer tissue samples compared with adjacent normal tissue

  breast spots 2d-page stained sds-page 2d-page maldi-tof

• 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

• Blood and tissue correlates of steroid non-response in checkpoint inhibition-induced immune-related adverse events.

  PMID 41254329 · PMC12627558 · Communications medicine · 2025 · 7 claims · 6 setups

  Has reproduction · 71

  An enhanced type 1/type 17 (Th1/Th17, TC1/TC17) immune response in blood and tissue is associated with steroid non-response in irAEs

  pbmcs pre-steroids extended snap-frozen spectral pd-1 ici-bound

• QTLs for heat-induced stomatal anatomy underpin gas exchange variation in field-grown wheat.

  PMID 42231893 · PMC13223016 · Frontiers in plant science · 2026 · 8 claims · 5 setups

  Has reproduction · 100

  Heat stress (delayed sowing) uncouples stomatal anatomy from physiological performance: delayed sowing impaired stomatal function despite similar theoretical anatomical capacity (g_smax).

  field-grown wheat stomatal grain derived

• Potential biomarkers of human salivary function: a modified proteomic approach.

  PMID 18804197 · PMC2633945 · Archives of oral biology · 2009 · 6 claims · 6 setups

  Full-text index only

  Two SDS-PAGE bands, identified by MS-MS as statherin and a truncated (N-terminal 8-aa-missing) cystatin S, are the strongest and most consistent predictors of HAA/LAA group membership and clinical/microbiological outcomes

  resting pooled saliva quantified preparative sds-page western

• 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

• Geometric Reliability of Super-Resolution Reconstructed Images from Clinical Fetal MRI in the Second Trimester.

  PMID 37284977 · PMC10406722 · Neuroinformatics · 2023 · 7 claims · 8 setups

  Has reproduction

  NiftyMIC and MIALSRTK provide reliable SR reconstructed volumes suitable for biometric assessments

  fetal same reconstructed t2w b-ffe super-resolution

• Next-generation phenotyping integrated in a national framework for patients with ultrarare disorders improves genetic diagnostics and yields new molecular findings.

  PMID 39039281 · PMC11319204 · Nature genetics · 2024 · 6 claims · 5 setups

  Has reproduction · 87

  A structured multidisciplinary exome sequencing framework established molecular genetic diagnoses in 32% of patients with suspected ultrarare disorders, comprising 370 distinct molecular causes.

  patients exome deep computer-assisted

• Immuno-detection by sequencing enables large-scale high-dimensional phenotyping in cells.

  PMID 29921844 · PMC6008431 · Nature communications · 2018 · 8 claims · 8 setups

  Has reproduction · 96

  ID-seq combines antibody-based protein detection with DNA-sequencing of DNA-tagged antibodies to measure large numbers of (phospho-)proteins in many samples in parallel

  epidermal fixed skin differentiating id-seq immuno-pcr in-cell-western