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).

• Application of proteomics methods for pathogen discovery.

  PMID 19751767 · PMC7119679 · Journal of virological methods · 2010 · 8 claims · 6 setups

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  Proteomic techniques can detect and characterize unknown infectious agents in cell culture without prior knowledge of the pathogen

  hlf sequences synthetic conventional 2d-dige gelc-ms

• Involvement of potential pathways in malignant transformation from oral leukoplakia to oral squamous cell carcinoma revealed by proteomic analysis.

  PMID 19691830 · PMC2746235 · BMC genomics · 2009 · 7 claims · 6 setups

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  85 proteins are differentially and consistently expressed (>2-fold change, P<0.05) between paired OLK and OSCC tissues, including 52 up-regulated and 33 down-regulated proteins

  paired list differentially oscc 2-de gene interaction

• Applying proteomics to the diagnosis and treatment of ALS and related diseases.

  PMID 19670321 · PMC2836583 · Muscle & nerve · 2009 · 8 claims · 8 setups

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  Protein-based biomarkers for ALS/MND require further verification and large-scale validation/qualification studies, including disease mimics, before clinical use

  csf spinal biofluid muscle 2d-dige antibody luminex

• Multimodal single-cell protein and RNA profiling unveils dysregulated immature neutrophil dynamics in gestational diabetes mellitus.

  PMID 41501166 · PMC12936121 · Communications biology · 2026 · 8 claims · 6 setups

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  A combination of CD10−CD49d+Igκ+ surface markers identifies an immature low-density neutrophil (LDN) subset that is distinct from CD10+ mature high-density neutrophils (HDNs)

  peripheral facs-sorted decidua pregnant infinityflow conventional may-grünwald

• The use of neuroproteomics in drug abuse research.

  PMID 19926406 · PMC3947580 · Drug and alcohol dependence · 2010 · 8 claims · 8 setups

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  Neuroproteomic technologies (2D-DIGE, iTRAQ, ICAT, etc.) enable identification of protein-level changes underlying effects of drugs of abuse such as amphetamine, morphine, cocaine, and alcohol.

  rodent brain postmortem sectioned 2d-dige itraq heat

• Estimating sparse regression models in multi-task learning and transfer learning through adaptive penalisation.

  PMID 40674582 · PMC12502914 · Bioinformatics (Oxford, England) · 2025 · 8 claims · 3 setups

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  A two-stage procedure using feature-specific and sign-specific adaptive weights shares information on feature selection, effect direction, and effect size between related regression problems.

  simulated multi-task penalised adaptive hyperparameter

• Colorectal Cancer Prediction Based on Weighted Gene Co-Expression Network Analysis and Variational Auto-Encoder.

  PMID 32825264 · PMC7563725 · Biomolecules · 2020 · 6 claims · 7 setups

  Has reproduction · 80

  Combining WGCNA hub genes and VAE 10-dimensional representation as features for an SVM classifier achieves high accuracy in predicting CRC

  colorectal same combined meturquoise microarray differential batch

• Computationally scalable regression modeling for ultrahigh-dimensional omics data with ParProx.

  PMID 34254998 · PMC8575036 · Briefings in bioinformatics · 2021 · 6 claims · 4 setups

  Has reproduction · 79

  ParProx implements latent group lasso penalized regression (overlapping and non-overlapping groups) for survival (Cox) and classification (logistic) analysis of omics data.

  tcga breast liver simulated cox logistic simulation

• Human blood plasma preparation for two-dimensional gel electrophoresis.

  PMID 17174613 · PMC7105212 · Journal of chromatography. B, Analytical technologies in the biomedical and life sciences · 2007 · 8 claims · 6 setups

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  Plasma protein concentrations reflect the physiological/health state of an individual and can serve as disease biomarkers

  serum blood plasma maldi-ms orthogonal peptidomic

• Mitochondrial dysregulation of osteoarthritic human articular chondrocytes analyzed by proteomics: a decrease in mitochondrial superoxide dismutase points to a redox imbalance.

  PMID 18784066 · PMC2713027 · Molecular & cellular proteomics : MCP · 2009 · 7 claims · 5 setups

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  A mitochondria-enriched 2-D DIGE plus MALDI-TOF/TOF proteomics workflow can define a characteristic mitochondrial protein profile of OA chondrocytes.

  articular chondrocytes 2-d real western

• Placental proteomics: a shortcut to biological insight.

  PMID 19070895 · PMC3532024 · Placenta · 2009 · 7 claims · 5 setups

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  Developed a novel small cationic colloidal silica (smCCS) method to uniformly enrich the apical plasma membrane of the syncytiotrophoblast (STB) for proteomics analysis

  placenta smccs-coated electron 2-dimensional immunoblot

• Proteomic analysis of aqueous humor from patients with myopia.

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

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  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

• Proteomics as a method for early detection of cancer: a review of proteomics, exhaled breath condensate, and lung cancer screening.

  PMID 18095050 · PMC2150625 · Journal of general internal medicine · 2008 · 8 claims · 7 setups

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  Protein expression is closely aligned with cellular activity, unlike genomic changes which may have no functional significance

  serum resected plasma lower microarray two-dimensional proteomic

• Clinical utility of genetic tests for inherited hypertrophic and dilated cardiomyopathies.

  PMID 19099557 · PMC2630295 · Cardiovascular ultrasound · 2008 · 8 claims · 4 setups

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  HCM and about 50% of idiopathic DCM are familial diseases with an autosomal dominant pattern of inheritance

  patients families genetic 2-dimensional cardiac

• Proteomic analysis of RCL2 paraffin-embedded tissues.

  PMID 19012729 · PMC4506168 · Journal of cellular and molecular medicine · 2008 · 8 claims · 8 setups

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  RCL2-fixed paraffin-embedded (RCL2P) tissue consistently gives the highest protein yield compared to FFPE and frozen tissue across extraction protocols

  normal rcl2p ffpe frozen yield 1-dimensional 2-dimensional

• BRCA1 and BRCA2 mutation carriers in the Breast Cancer Family Registry: an open resource for collaborative research.

  PMID 18704680 · PMC2775077 · Breast cancer research and treatment · 2009 · 8 claims · 8 setups

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  The Breast Cancer Family Registry is an open resource for collaborative interdisciplinary and translational studies of the genetic epidemiology of breast cancer.

  breast california ashkenazi full two-dimensional denaturing

• Multidimensional proteomics analysis of amniotic fluid to provide insight into the mechanisms of idiopathic preterm birth.

  PMID 18431506 · PMC2315798 · PloS one · 2008 · 7 claims · 7 setups

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  A novel 5-peak SELDI proteomic signature (Q-profile) in the 10-12.5 kDa mass range identifies a subgroup of women at risk for preterm birth without intra-amniotic inflammation or bleeding.

  amniotic excised spot differentially seldi-tof fluorescence robotic

• Molecular markers of preterm labor in the choriodecidua.

  PMID 20009011 · PMC2852874 · Reproductive sciences (Thousand Oaks, Calif.) · 2010 · 8 claims · 4 setups

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  Preterm choriodecidua displays distinct gene and protein expression patterns associated with preterm labor

  choriodecidual excised differentially microarray two-dimensional mass

• Global proteome analysis of Leptospira interrogans.

  PMID 19663501 · PMC2757032 · Journal of proteome research · 2009 · 8 claims · 5 setups

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  563 proteins were identified in L. interrogans via combined iTRAQ and 2DGE proteomic analysis

  leptospira serum liver itraq two-dimensional immunoblot

• The use of laser capture microscopy in proteomics research--a review.

  PMID 15502248 · PMC3839334 · Disease markers · 2004 · 8 claims · 8 setups

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  LCM allows purification of specific, histologically defined cell populations from heterogeneous tissue for downstream proteomic analysis

  breast prostate esophageal head maldi-tof automated two-dimensional