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).

• Defining disease with laser precision: laser capture microdissection in gastroenterology.

  PMID 18619446 · PMC3736118 · Gastroenterology · 2008 · 8 claims · 8 setups

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  LCM allows isolation of pure cell populations from heterogeneous tissue without damaging DNA, RNA, or protein integrity.

  esophagus gastric colorectal colonic maldi cdna profiling

• Defining the proteome.

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

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  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

• Autoantibody profiling for the study and treatment of autoimmune disease.

  PMID 12223102 · PMC128938 · Arthritis research · 2002 · 8 claims · 8 setups

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  Custom-fabricated antigen microarrays (spotted on poly-L-lysine-coated glass slides) enable multiplex profiling of autoantibody responses in autoimmune disease sera.

  serum antigen-antibody antigens fetal spotted elisa microarray

• Human disease classification in the postgenomic era: a complex systems approach to human pathobiology.

  PMID 17625512 · PMC1948102 · Molecular systems biology · 2007 · 8 claims · 5 setups

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  Current syndromic disease classification lacks specificity despite historically serving clinicians well

  prostate neurodegenerative experimental genetic reverse-engineered protein-protein gene

• Autoencoder Networks Decipher the Association between Lung Cancer and Alzheimer's Disease.

  PMID 36518809 · PMC9744611 · Computational intelligence and neuroscience · 2022 · 7 claims · 6 setups

  Has reproduction · 74

  Autoencoder networks based on 266 shared DEGs reveal a comorbidity (positive) relationship between Alzheimer's disease and lung cancer.

  brain lung integrated shared microarray differential autoencoder

• Exploring Gene Expression Patterns in Alzheimer's Disease Using a Human Microarray Data Meta-Analysis.

  PMID 41744654 · PMC12938635 · Biology · 2026 · 6 claims · 7 setups

  Has reproduction · 100

  AD brains show a distinct transcriptomic profile with up-regulation of immune/inflammation genes and down-regulation of synapse/neuronal-signaling genes

  brain sub-studies down-regulated affymetrix quality normalization

• Variations in the transcriptome of Alzheimer's disease reveal molecular networks involved in cardiovascular diseases.

  PMID 18842138 · PMC2760875 · Genome biology · 2008 · 8 claims · 6 setups

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  AD-related genes (APOE, A2M, PON2, MAP4) and CVD-associated genes (COMT, CBS, WNK1) congregate in a single co-expression module, linking AD and CVD at the transcriptional level

  entorhinal subjects expression differentially microarray significance principal

• Functional annotation and identification of candidate disease genes by computational analysis of normal tissue gene expression data.

  PMID 18560577 · PMC2409962 · PloS one · 2008 · 7 claims · 5 setups

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  Ranked Coexpression Groups (RCG) built from k=6 nearest coexpressed genes, combined with a majority-rule functional characterization, integrate multiple datasets/coexpression measures to generate high-confidence functional annotation predictions

  normal genome-wide same omim microarray sage computational

• Identification of gene interactions associated with disease from gene expression data using synergy networks.

  PMID 18234101 · PMC2258206 · BMC systems biology · 2008 · 8 claims · 4 setups

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  Synergy of a gene pair with respect to disease, defined as I(G1,G2;C) - [I(G1;C)+I(G2;C)], identifies gene pairs that interact cooperatively with respect to a phenotype rather than independently.

  prostate simulated microarray simulated permutation

• Glycomics and disease markers.

  PMID 19775929 · PMC2788081 · Current opinion in chemical biology · 2009 · 8 claims · 7 setups

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  Over 70% of all human proteins are glycosylated

  serum glycoprotein-derived sera maldi-fticr glycan nanoflow

• SEMdag: Fast learning of Directed Acyclic Graphs via node or layer ordering.

  PMID 39775401 · PMC11709272 · PloS one · 2025 · 8 claims · 5 setups

  Has reproduction · 81

  SEMdag() is a two-step order-based algorithm for fast learning of high-dimensional linear SEMs, using knowledge-based (KB) or data-driven bottom-up (BU) node/layer ordering followed by penalized (L1) DAG estimation

  amyotrophic breast coronavirus st-elevation rna-seq comparative

• Systems biology in human health and disease.

  PMID 17893698 · PMC2013921 · Molecular systems biology · 2007 · 8 claims · 5 setups

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  High-throughput quantitative proteomics of signaling networks (e.g., HER2 overexpression) can be correlated with biological responses like proliferation and migration to better understand pathways deregulated in cancer.

  her2 biological prostate model quantitative combinatorial genome-wide

• Machine learning-based DNA microarray analysis for disease detection using the MICRO-AI framework.

  PMID 41925147 · PMC13051084 · Science progress · 2026 · 8 claims · 1 setups

  Has reproduction · 22

  MICRO-AI's attention-weighted feature fusion reduces dimensionality by over 99% (from ~20,000 to ~127 genes) without loss of biological significance

  breast microarray

• An online database for brain disease research.

  PMID 16594998 · PMC1489945 · BMC genomics · 2006 · 7 claims · 5 setups

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  SMRIDB is a comprehensive web-based database integrating gene expression data and clinical metadata to aid understanding of the genetic effects of brain disease (bipolar disorder, schizophrenia, depression)

  postmortem individual disease studies microarray array gene-by-gene

• Heart disease, clinical proteomics and mass spectrometry.

  PMID 15502250 · PMC3839266 · Disease markers · 2004 · 8 claims · 4 setups

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  Proteins bound to serum albumin (the albuminome) will be altered in patients with heart failure compared to controls

  swine animal general affinity maldi-tof tandem

• Multi-organ expression profiling uncovers a gene module in coronary artery disease involving transendothelial migration of leukocytes and LIM domain binding 2: the Stockholm Atherosclerosis Gene Expression (STAGE) study.

  PMID 19997623 · PMC2780352 · PLoS genetics · 2009 · 8 claims · 6 setups

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  Functionally associated gene modules, not individual genes, underlie CAD development and can be identified via multi-organ expression clustering

  liver atherosclerotic 128-gene independent two-way gene bioinformatic

• A genomic approach to improve prognosis and predict therapeutic response in chronic lymphocytic leukemia.

  PMID 19861443 · PMC2783430 · Clinical cancer research : an official journal of the American Association for Cancer Research · 2009 · 8 claims · 8 setups

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  A genomic signature derived from CLL patient leukemic cells significantly differentiates stable from progressive disease

  duke nci-60 mayo spanish gene cdna igvh

• Synaptic dysfunction and oxidative stress in Alzheimer's disease: emerging mechanisms.

  PMID 16989739 · PMC3933161 · Journal of cellular and molecular medicine · 2006 · 6 claims · 8 setups

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  Mutations in APP, PS1 and PS2 genes and polymorphisms in the APOE gene are implicated in AD pathogenesis

  alzheimer brain alzheimer's presenilin-1 microarray proteomic transgenic

• Method of regulatory network that can explore protein regulations for disease classification.

  PMID 19962281 · PMC7126395 · Artificial intelligence in medicine · 2010 · 6 claims · 2 setups

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  A regulatory network (RN) can be constructed as a hopfield-like network, with nodes as biomarkers and directed weighted connections as regulatory relationships, optimized by minimizing an energy function measuring input-output disagreement.

  nasopharyngeal sars seldi-tof-ms

• The 32nd Annual Congress of the Society of Critical Care Medicine, 28 January - 2 February 2003, San Antonio, USA.

  PMID 12720569 · PMC270663 · Critical care (London, England) · 2003 · 8 claims · 8 setups

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  Proteomics is more useful than genomics for identifying regulatory pathways and druggable targets in disease because transcriptional responses to different stimuli often converge while protein interaction networks reveal distinct regulatory nodes

  macrophages patients animal ards gene histological mechanical