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 · 40
On the holobiont 'predictome' of immunocompetence in pigs.
PMID 37127575 · PMC10150480 · Genetics, selection, evolution : GSE · 2023 · 8 claims · 8 setups
Holobiont (combined genotype + microbiome) models performed better than partial models (genotype-only or microbiome-only) overall
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Has reproduction · 100
Differential Gene Expression and Methylation Analysis of Melanoma in TCGA Database to Further Study the Expression Pattern of KYNU in Melanoma.
PMID 35893303 · PMC9329910 · Journal of personalized medicine · 2022 · 8 claims · 8 setups
Oncogenes MITF, KIT, CDH1, NRAS, AKT1, EGFR, TP53, and CDK4 are elevated while tumor suppressors PTEN, cAMP, and BCL2 are reduced in melanoma
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Has reproduction · 63
Clustering and machine learning-based integration identify cancer associated fibroblasts genes' signature in head and neck squamous cell carcinoma.
PMID 37065499 · PMC10098459 · Frontiers in genetics · 2023 · 8 claims · 8 setups
Clustering of 31 CAFs genes across 868 HNSCC samples identifies two distinct molecular patterns (C1, C2) with different survival outcomes
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Has reproduction · 48
Screening of Diagnostic Biomarkers and Immune Infiltration Characteristics Linking Rheumatoid Arthritis and Rosacea Based on Bioinformatics Analysis.
PMID 39104909 · PMC11299729 · Journal of inflammation research · 2024 · 8 claims · 8 setups
277 co-expressed DEGs shared between RA and rosacea are enriched in immune processes and chemokine-mediated signaling pathways
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Has reproduction · 51
A platelet-related signature for predicting the prognosis and immunotherapy benefit in bladder cancer based on machine learning combinations.
PMID 39280688 · PMC11399026 · Translational andrology and urology · 2024 · 8 claims · 8 setups
An Enet (alpha=0.4) machine-learning algorithm built from 10 platelet-related genes yields the optimal platelet-related signature (PRS) for bladder cancer prognosis, with average C-index 0.73
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Has reproduction · 73
A gene signature related to programmed cell death to predict immunotherapy response and prognosis in colon adenocarcinoma.
PMID 39950044 · PMC11823652 · PeerJ · 2025 · 8 claims · 8 setups
COAD patients can be divided into two molecular subtypes (S1, S2) based on 21 prognostic PCD-related genes, with S1 showing worse prognosis and immunosuppressive microenvironment, S2 showing better prognosis and stronger anti-tumor immunity
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Has reproduction · 71
Interpretable artificial intelligence based on immunoregulation-related genes predicts prognosis and immunotherapy response in lung adenocarcinoma.
PMID 41048340 · PMC12491262 · Frontiers in bioinformatics · 2025 · 8 claims · 8 setups
IRG expression pattern clusters LUAD patients into groups with significantly different survival outcomes and immune cell infiltration
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Has reproduction · 64
Caecilians maintain a functional long-wavelength-sensitive cone opsin gene despite signatures of relaxed selection and more than 200 million years of fossoriality.
PMID 40990923 · PMC12687342 · Evolution; international journal of organic evolution · 2025 · 8 claims · 5 setups
The LWS opsin gene was identified in 13 species of caecilians spanning 8 of 10 recognized families
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Has reproduction · 52
Thermophilic and mesophilic sulfate reduction by rare biosphere bacteria in acidic metal-bearing mine wastes from the temperate climate zone.
PMID 41345487 · PMC12739157 · Scientific reports · 2025 · 7 claims · 8 setups
Sulfate reduction rates (SRR) at in-situ ambient temperature in acidic Bom-Gorkhon tailings sediments are unexpectedly high, up to 9.86 µmol SO4 cm-3 day-1.
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Has reproduction
Diversity and Structure of the Prokaryotic Community in Tropical Monomictic Reservoir.
PMID 40072582 · PMC11903632 · Microbial ecology · 2025 · 7 claims · 6 setups
Diversity and structure of the prokaryotic community exhibit spatio-temporal variations driven by the annual circulation-stratification hydrodynamic cycle.
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Has reproduction · 50
huSA: a comprehensive database for multi-dimensional resolution of bulk, single cell and spatial transcription profiles in skin diseases.
PMID 41719583 · PMC12923168 · Database : the journal of biological databases and curation · 2026 · 7 claims · 8 setups
huSA is a comprehensive, publicly accessible database integrating bulk RNA-seq, scRNA-seq, and spatial transcriptomics data across 17 skin diseases and 63 independent datasets
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Has reproduction · 30
MUTACLASH: identifying functional small RNA target sites using crosslinking-induced mutations.
PMID 41330639 · PMC12810180 · RNA (New York, N.Y.) · 2026 · 8 claims · 6 setups
MUTACLASH, a bioinformatics pipeline for identifying small RNA-mRNA hybrids and locating CIMs within CLASH data, was developed
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Has reproduction · 75
stDyer-image improves clustering analysis of spatially resolved transcriptomics and proteomics with morphological images.
PMID 41692960 · PMC12960910 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups
stDyer-image directly associates the image modality with predicted cluster labels rather than using images to enhance/impute gene expression data
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Has reproduction · 78
Long-read nanopore shotgun metagenomic DNA sequencing for river biodiversity, wildlife, pollution, and environmental health monitoring.
PMID 42038409 · PMC13107125 · NAR genomics and bioinformatics · 2026 · 7 claims · 7 setups
Long-read shotgun metagenomic sequencing of eDNA can simultaneously detect and quantify organismal DNA from viruses to mammals in a single assay
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Has reproduction · 89
What's Genetic Variation Got to Do with It? Starvation-Induced Self-Fertilization Enhances Survival in Paramecium.
PMID 32163147 · PMC7239694 · Genome biology and evolution · 2020 · 8 claims · 5 setups
Self-fertilization enhances heat shock resistance in P. tetraurelia in the absence of new genetic variation
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Has reproduction · 71
Prospects of telomere-to-telomere assembly in barley: Analysis of sequence gaps in the MorexV3 reference genome.
PMID 35338551 · PMC9241371 · Plant biotechnology journal · 2022 · 7 claims · 8 setups
Almost all centromeric sequences and 45S ribosomal DNA repeat arrays are absent from the MorexV3 pseudomolecules
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Has reproduction · 93
Critical Role for the Human Cytomegalovirus Major Immediate Early Proteins in Recruitment of RNA Polymerase II and H3K27Ac To an Enhancer-Like Element in OriLyt.
PMID 36645269 · PMC9927211 · Microbiology spectrum · 2023 · 8 claims · 8 setups
An enhancer-like element in OriLyt (RNA4.9 promoter) is extraordinarily enriched in H3K27Ac compared to other viral loci.
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Has reproduction · 50
Heterogeneity of cancer-associated fibroblasts in head and neck squamous cell carcinoma.
PMID 37320872 · PMC10277597 · Translational oncology · 2023 · 8 claims · 9 setups
Seven distinct CAF subsets exist in HNSCC, identified via integration of scRNA-seq, bulk transcriptomic, and spatial transcriptomic data.
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Has reproduction · 71
A method for selectively enriching microbial DNA from contaminating vertebrate host DNA.
PMID 24204593 · PMC3810253 · PloS one · 2013 · 8 claims · 7 setups
MBD-Fc bound to Protein A paramagnetic beads selectively binds methylated (vertebrate host) DNA, depleting it from mixed samples
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Has reproduction · 75
PD-1 and TIGIT coexpression identifies a circulating CD8 T cell subset predictive of response to anti-PD-1 therapy.
PMID 33188038 · PMC7668369 · Journal for immunotherapy of cancer · 2020 · 7 claims · 6 setups
The frequency of circulating PD-1+TIGIT+ (DPOS) CD8+ T cells after 1 month of anti-PD-1 therapy is associated with clinical response and overall survival