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).
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Has reproduction · 59
Application of Machine Learning in Predicting Hepatic Metastasis or Primary Site in Gastroenteropancreatic Neuroendocrine Tumors.
PMID 37887568 · PMC10605255 · Current oncology (Toronto, Ont.) · 2023 · 8 claims · 7 setups
Multi-gene random forest models classify primary tumor vs. liver metastasis samples with 100% accuracy in training/test cohorts and >90% accuracy in an independent validation cohort
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Has reproduction · 100
Constructing eRNA-mediated gene regulatory networks to explore the genetic basis of muscle and fat-relevant traits in pigs.
PMID 38594607 · PMC11003151 · Genetics, selection, evolution : GSE · 2024 · 8 claims · 8 setups
H3K27ac ChIP-seq and RNA-seq were used to construct eRNA expression profiles across multiple tissues in Enshi Black (ES) and Duroc pigs, revealing tissue-level eRNA regulatory landscapes
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Has reproduction · 87
Identification of a novel lncRNA prognostic signature and analysis of functional lncRNA AC115619.1 in hepatocellular carcinoma.
PMID 37614318 · PMC10442647 · Frontiers in pharmacology · 2023 · 8 claims · 8 setups
A six-lncRNA prognostic signature (LINC02428, LINC02163, AC008549.1, AC115619.1, CASC9, LINC02362) predicts overall survival in HCC patients
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Has reproduction · 100
Whole-genome sequencing of cryopreserved resources from French Large White pigs at two distinct sampling times reveals strong signatures of convergent and divergent selection between the dam and sire lines.
PMID 36864379 · PMC9979506 · Genetics, selection, evolution : GSE · 2023 · 6 claims · 8 setups
French LWD and LWS lines have lost approximately 5% of the SNPs that segregated in the 1977 ancestral population.
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Has reproduction · 87
Forseti: a mechanistic and predictive model of the splicing status of scRNA-seq reads.
PMID 38940130 · PMC11256924 · Bioinformatics (Oxford, England) · 2024 · 7 claims · 5 setups
Forseti is the first probabilistic model for resolving the splicing status of exonic scRNA-seq reads by scoring putative fragments linking read alignments to proximate priming sites
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Has reproduction · 89
Inference of Subpathway Activity Profiles Reveals Metabolism Abnormal Subpathway Regions in Glioblastoma Multiforme.
PMID 33072547 · PMC7533644 · Frontiers in oncology · 2020 · 8 claims · 7 setups
A GSVA-based method for constructing a metabolic subpathway activity score matrix accurately identifies abnormal GBM metabolic targets
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Has reproduction · 78
Enhancing chemotherapy response prediction via matched colorectal tumor-organoid gene expression analysis and network-based biomarker selection.
PMID 39754813 · PMC11754497 · Translational oncology · 2025 · 6 claims · 8 setups
A consensus WGCNA approach combining matched tumor-organoid and independent organoid drug-response expression data identifies gene modules and hub genes predictive of 5-FU chemotherapy response
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Has reproduction · 84
Elucidating the Prognostic and Therapeutic Implications of Insulin Resistance Genes in Breast Cancer: A Machine Learning-Powered Analysis.
PMID 40427728 · PMC12109394 · Biology · 2025 · 8 claims · 8 setups
A seven-gene IRG prognostic signature (LIFR, EZR, TBC1D4, NSF, RPL5, SAA1, PGK1) predicts overall survival in breast cancer across training and four validation cohorts
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Has reproduction · 68
Positive Relationships between Intraocular Pressure and Thyroid Function in Graves' Ophthalmopathy: A Three-Aspect Evidence Analysis.
PMID 40992768 · PMC12479196 · Yonsei medical journal · 2025 · 7 claims · 5 setups
Thyroid function parameters (FT3, FT4) and disease activity (CAS) are significantly associated with elevated IOP in GO patients
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Has reproduction · 98
Recombination events restored the functional horned haplotypes in the offspring of polled parents.
PMID 41174470 · PMC12579413 · Genetics, selection, evolution : GSE · 2025 · 8 claims · 7 setups
In the Holstein-Friesian (HF) trio, the horned offspring arose from non-allelic homologous recombination in the gametes of the P_F/P_F sire.
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Has reproduction · 100
Intratumoral heterogeneity in microsatellite instability status at single-cell resolution.
PMID 41767255 · PMC12936829 · iScience · 2026 · 8 claims · 7 setups
A novel computational (Snakemake) pipeline quantifies intratumoral heterogeneity in MSI status at single-cell resolution
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Has reproduction · 58
Investigating epigenetic biomarkers of age, sex, and disease in captive South African cheetahs (Acinonyx jubatus jubatus).
PMID 41528985 · PMC12798976 · PloS one · 2026 · 8 claims · 7 setups
A cheetah-specific epigenetic age clock using 52 CpG sites predicts chronological age across blood and liver with r=0.97 and MAE=0.86 years
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Has reproduction · 67
Reverse Engineering of the Pediatric Sepsis Regulatory Network and Identification of Master Regulators.
PMID 34680414 · PMC8533457 · Biomedicines · 2021 · 7 claims · 8 setups
A set of 15 TFs was identified as sepsis-specific master regulators of pediatric sepsis, dividing into two non-overlapping clusters.
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Has reproduction · 51
Population Genomic Analyses Suggest a Hybrid Origin, Cryptic Sexuality, and Decay of Genes Regulating Seed Development for the Putatively Strictly Asexual Kingdonia uniflora (Circaeasteraceae, Ranunculales).
PMID 36674965 · PMC9866071 · International journal of molecular sciences · 2023 · 8 claims · 8 setups
K. uniflora shows high allelic heterozygosity (negative F_IS) consistent with theoretical expectations under asexual evolution
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Has reproduction · 87
Extensive variation between chromosomes of North American and European hop.
PMID 42204144 · PMC13216280 · Nature communications · 2026 · 8 claims · 8 setups
Chromosome-scale, haplotype-resolved genome assemblies of the hybrid hop cultivar Apollo were generated using hifiasm, ALLHiC, and TRITEX pipelines with PacBio HiFi and Hi-C data
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Has reproduction · 58
HGA: de novo genome assembly method for bacterial genomes using high coverage short sequencing reads.
PMID 26945881 · PMC4779561 · BMC genomics · 2016 · 8 claims · 7 setups
HGA leads to significant improvement in assembly quality (N50 and corrected N50) for all 7 evaluated GAGE-B bacterial datasets using most of the 8 evaluated assemblers
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Has reproduction · 71
Sustainable data analysis with Snakemake.
PMID 34035898 · PMC8114187 · F1000Research · 2021 · 8 claims · 4 setups
Reproducibility alone is insufficient for sustainable data analysis; transparency and adaptability are equally important additional properties.
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Has reproduction · 92
Large-scale integration of single-cell transcriptomic data captures transitional progenitor states in mouse skeletal muscle regeneration.
PMID 34773081 · PMC8589952 · Communications biology · 2021 · 8 claims · 7 setups
Large-scale integration of 111 sc/snRNAseq datasets captures rare, transitional myogenic progenitor states (commitment and fusion) that are poorly represented in individual datasets.
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Has reproduction · 64
Candidates for Balancing Selection in Leishmania donovani Complex Parasites.
PMID 34865011 · PMC8717319 · Genome biology and evolution · 2021 · 7 claims · 8 setups
Five genetically distinct, well-sampled populations exist within the L. donovani complex: EA1, EA2 (East Africa), ISC1, ISC2 (Indian subcontinent), and BM (Brazil-Mediterranean)
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Has reproduction · 94
Deep learning from phylogenies to uncover the epidemiological dynamics of outbreaks.
PMID 35794110 · PMC9258765 · Nature communications · 2022 · 8 claims · 5 setups
Deep learning (FFNN-SS and CNN-CBLV) enables accurate and fast likelihood-free estimation of epidemiological parameters and model selection from phylogenies