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).
-
Full-text index only
Genomics, proteomics and bioinformatics: all in the same boat.
PMID 12374575 · PMC244909 · Genome biology · 2002 · 8 claims · 8 setups
Microarray sensitivity has improved enough to analyze clinical samples as small as 10-50 nanograms, and many early microarray experiments may need to be repeated due to data quality issues
-
Has reproduction
Unlocking the microbial studies through computational approaches: how far have we reached?
PMID 36920617 · PMC10016191 · Environmental science and pollution research international · 2023 · 8 claims · 8 setups
Metagenomics enables culture-independent study of microbial communities directly from their natural environments, bypassing the need for clonal isolation.
-
Has reproduction · 78
GenTB: A user-friendly genome-based predictor for tuberculosis resistance powered by machine learning.
PMID 34461978 · PMC8407037 · Genome medicine · 2021 · 8 claims · 6 setups
GenTB is a free, open, web-based application offering two ML predictors (Random Forest and WDNN) that predict resistance to 13 and 10 anti-TB drugs, respectively.
-
Full-text index only
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
A genomic signature derived from CLL patient leukemic cells significantly differentiates stable from progressive disease
-
Full-text index only
Rapid detection of ERG11 gene mutations in clinical Candida albicans isolates with reduced susceptibility to fluconazole by rolling circle amplification and DNA sequencing.
PMID 19682357 · PMC2782262 · BMC microbiology · 2009 · 8 claims · 5 setups
The RCA assay correctly identified all ERG11 mutations in eight 'reference' azole-resistant C. albicans isolates with known mutations.
-
Full-text index only
Diagnostic proteomics: serum proteomic patterns for the detection of early stage cancers.
PMID 15258335 · PMC3851082 · Disease markers · 2003 · 8 claims · 8 setups
Proteomic pattern analysis of serum mass spectra, without identifying the underlying proteins, can distinguish cancer patients from healthy controls with high sensitivity and specificity.
-
Full-text index only
Personalized medicine: the future is not what it used to be.
PMID 19958922 · PMC2844719 · Surgery · 2009 · 8 claims · 8 setups
Many rare tumors harbor a genomic Achilles heel that can be exploited for targeted therapy
-
Full-text index only
Integrating complex genomic datasets and tumour cell sensitivity profiles to address a 'simple' question: which patients should get this drug?
PMID 20003409 · PMC2799438 · BMC medicine · 2009 · 8 claims · 5 setups
A panel of 48 genomically characterized breast cancer cell lines can model patient tumour heterogeneity to identify biomarkers predicting response to PG-11047
-
Has reproduction · 62
scATD: a high-throughput and interpretable framework for single-cell cancer drug resistance prediction and biomarker identification.
PMID 40501071 · PMC12159290 · Briefings in bioinformatics · 2025 · 8 claims · 6 setups
scATD enables high-throughput single-cell drug sensitivity prediction for new patients without model parameter retraining via bidirectional Bi-AdaIN style transfer
-
Full-text index only
A chromosomally integrated bacteriophage in invasive meningococci.
PMID 15967821 · PMC2212043 · The Journal of experimental medicine · 2005 · 8 claims · 7 setups
An 8-kb genetic island (NMA1792-NMA1799) is specifically associated with hyperinvasive meningococcal clonal complexes
-
Full-text index only
Cancer screening: a mathematical model relating secreted blood biomarker levels to tumor sizes.
PMID 18715113 · PMC2517618 · PLoS medicine · 2008 · 8 claims · 4 setups
A linear one-compartment mathematical model can relate secreted blood tumor biomarker levels to tumor burden/size at steady state
-
Full-text index only
Identification of novel markers for liver fibrosis in HIV/hepatitis C virus coinfected individuals using genomics-based approach.
PMID 18614866 · PMC2654216 · AIDS (London, England) · 2008 · 8 claims · 6 setups
An 8-marker model combining six serum markers, age, and ART experience predicts liver fibrosis stage with an AUROC of 0.904.
-
Full-text index only
Malaria genomics meets drug-resistance phenotyping in the field.
PMID 19664295 · PMC2745762 · Genome biology · 2009 · 8 claims · 8 setups
Significantly longer parasite clearance times in Pailin (western Cambodia) versus Wang Pha (Thailand-Myanmar border) establish the presence of artemisinin resistance in western Cambodia.
-
Has reproduction · 40
Machine learning developed an intratumor heterogeneity signature for predicting clinical outcome and immunotherapy benefit in bladder cancer.
PMID 39100839 · PMC11291408 · Translational andrology and urology · 2024 · 8 claims · 8 setups
An integrative machine learning procedure (10 methods, 101 algorithm combinations) identified an Enet (alpha=0.2)-based intratumor heterogeneity-related signature (IRS) with the highest average C-index (0.69) across TCGA and GEO cohorts
-
Has reproduction · 73
Integrated multiomic analysis reveals disulfidptosis subtypes in glioblastoma: implications for immunotherapy, targeted therapy, and chemotherapy.
PMID 38504986 · PMC10950096 · Frontiers in immunology · 2024 · 8 claims · 8 setups
Consensus clustering on 32 disulfidptosis-associated genes stratifies GBM patients into two subtypes, DRGcluster A and B, with distinct survival outcomes.
-
Has reproduction · 71
Comprehensive analysis of a novel RNA modifications-related model in the prognostic characterization, immune landscape and drug therapy of bladder cancer.
PMID 37124622 · PMC10131083 · Frontiers in genetics · 2023 · 7 claims · 8 setups
Two distinct RNA modification patterns exist among BCa samples with radically different clinical outcomes and biological characteristics.
-
Full-text index only
Serum diagnosis of diffuse large B-cell lymphomas and further identification of response to therapy using SELDI-TOF-MS and tree analysis patterning.
PMID 18163913 · PMC2242801 · BMC cancer · 2007 · 8 claims · 8 setups
SELDI-TOF-MS serum proteomic patterns analyzed by decision tree classification (Biomarker Pattern Software) can discriminate DLBCL patients from healthy controls with high sensitivity and specificity.
-
Full-text index only
A proteomic analysis of IVF follicular fluid in women
PMID 18980758 · PMC3916005 · Fertility and sterility · 2009 · 8 claims · 4 setups
2D-PAGE proteomic evaluation of follicular fluid can identify potential biomarkers distinguishing good versus poor IVF responders in matched patient pairs
-
Full-text index only
Detection of BRAF mutations in the tumour and serum of patients enrolled in the AZD6244 (ARRY-142886) advanced melanoma phase II study.
PMID 19861964 · PMC2778539 · British journal of cancer · 2009 · 7 claims · 8 setups
BRAF mutations can be detected in serum cfDNA of advanced melanoma patients using an ARMS allele-specific PCR assay
-
Has reproduction · 48
Bioinformatics Analysis of the Characteristics and Correlation of m6A Methylation in Breast Cancer Progression.
PMID 35655723 · PMC9148239 · Contrast media & molecular imaging · 2022 · 8 claims · 8 setups
Breast cancer samples can be divided into 4 m6A subtypes (quiescent, m6A methylation, protein-binding, mixed) based on expression of m6A-related genes, with consistent proportions across datasets