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).

Publications 1.3k Datasets 392.5k Experiments 4

System / cell line: forest ✕ Assay: serum ✕ Clear

Biomarkers that discriminate multiple myeloma patients with or without skeletal involvement detected using SELDI-TOF mass spectrometry and statistical and machine learning tools.

PMID 17124346 · PMC3862287 · Disease markers · 2006 · 8 claims · 5 setups

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SELDI-TOF MS serum profiling can discriminate MM patients with vs without skeletal (bone lesion) involvement using peak biomarkers

serum seldi seldi-tof serum univariate
Integrated analysis of genetic and proteomic data identifies biomarkers associated with adverse events following smallpox vaccination.

PMID 18923431 · PMC2692715 · Genes and immunity · 2009 · 7 claims · 6 setups

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A two-stage strategy (Random Forest filtering followed by decision tree modeling) can integrate categorical genetic and continuous proteomic data to identify biomarkers of AE risk

ebv-transformed serum combined rf-filtered snp serum random
Genome microevolution of chikungunya viruses causing the Indian Ocean outbreak.

PMID 16700631 · PMC1463904 · PLoS medicine · 2006 · 8 claims · 6 setups

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The Indian Ocean outbreak was initiated by a strain related to East African CHIKV isolates, which subsequently evolved via a traceable microevolution history

chikv partial pseudoscutellaris mosquito nucleotide phylogenetic focus
Comprehensive bioinformatics analysis and experimental verification identify mitochondrial gene Dgat2 as a novel therapeutic biomarker for myocardial ischemia-reperfusion.

PMID 40510478 · PMC12159077 · Frontiers in endocrinology · 2025 · 8 claims · 8 setups

Has reproduction · 64

Dgat2 is a hub mitochondria-related differentially expressed gene (MitoDEG) that can serve as a novel biomarker and therapeutic target in MI/RI

heart degs dgat2 mitodegs microarray kegg protein-protein

Experiments

Biomarkers that discriminate multiple myeloma patients with or without skeletal involvement detected using SELDI-TOF mass spectrometry and statistical and machine learning tools.

Integrated analysis of genetic and proteomic data identifies biomarkers associated with adverse events following smallpox vaccination.

Genome microevolution of chikungunya viruses causing the Indian Ocean outbreak.

Comprehensive bioinformatics analysis and experimental verification identify mitochondrial gene Dgat2 as a novel therapeutic biomarker for myocardial ischemia-reperfusion.