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 · 85
COVID-19 lung disease shares driver AT2 cytopathic features with Idiopathic pulmonary fibrosis.
PMID 35870428 · PMC9297827 · EBioMedicine · 2022 · 8 claims · 8 setups
COVID-19 lung disease resembles IPF at a fundamental level, recapitulating ViP/IPF gene expression patterns, an IL15-centric cytokine storm, and AT2 cytopathic changes (injury, DNA damage, transient progenitor-state arrest, senescence/SASP).
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Has reproduction · 55
Identification and verification of diagnostic biomarkers in recurrent pregnancy loss via machine learning algorithm and WGCNA.
PMID 37691920 · PMC10485775 · Frontiers in immunology · 2023 · 8 claims · 8 setups
352 DEGs (198 up-regulated, 154 down-regulated) were identified between RPL and control endometrial samples
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Has reproduction · 81
Macrophages on the run: Exercise balances macrophage polarization for improved health.
PMID 39476967 · PMC11585839 · Molecular metabolism · 2024 · 8 claims · 7 setups
Immediate/acute exercise triggers an M1 (pro-inflammatory) macrophage polarization surge.
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Has reproduction · 50
Dynamics and regulation of mitotic chromatin accessibility bookmarking at single-cell resolution.
PMID 36696508 · PMC9876548 · Science advances · 2023 · 7 claims · 8 setups
Chromatin accessibility continually decreases from mitotic entry until metaphase, then gradually increases as chromosomes segregate.
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Has reproduction · 45
NUSAP1 Could be a Potential Target for Preventing NAFLD Progression to Liver Cancer.
PMID 35431924 · PMC9010788 · Frontiers in pharmacology · 2022 · 7 claims · 8 setups
NUSAP1 is a hub gene linking NAFLD fibrosis progression and NAFLD-associated HCC
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Has reproduction · 100
The genome of the ant Tetramorium bicarinatum reveals a tandem organization of venom peptides genes allowing the prediction of their regulatory and evolutionary profiles.
PMID 38245722 · PMC10800049 · BMC genomics · 2024 · 8 claims · 8 setups
44 venom peptide genes were identified, distributed across four of the eleven chromosomes and organized in tandem repeat clusters.
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Has reproduction · 85
Integration of multi-omics and machine learning strategies identifies immune related candidate biomarkers in inflammation-associated hypertrophic cardiomyopathy.
PMID 41080564 · PMC12510942 · Frontiers in immunology · 2025 · 8 claims · 8 setups
Seven key immune-related genes (RNF165, SNCA, SRGN, MARCO, STEAP4, SIGLEC9, TKT) are associated with HCM by intersecting DEGs with MR-identified eQTLs
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Has reproduction · 77
Metabolic reprogramming and prognostic insights in molecular landscapes driven by glycolysis in ovarian cancer.
PMID 40707588 · PMC12290113 · Scientific reports · 2025 · 7 claims · 8 setups
457 differentially expressed GRGs were identified between OC and normal ovarian tissue, of which 30 were significantly associated with prognosis
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Has reproduction · 93
Integrated bioinformatics analysis screened the key genes and pathways of idiopathic pulmonary fibrosis.
PMID 40280949 · PMC12032202 · Scientific reports · 2025 · 8 claims · 8 setups
5328 differentially expressed transcripts (4083 genes) were identified in GSE173355 by limma, with 4012 transcripts (3206 genes) confirmed by both limma and edgeR (logFC>1, FDR<0.05)
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Has reproduction
Developing a thyroid cancer differentiation state classification system using deep residual networks and metabolic signature profiling.
PMID 40993300 · PMC12460824 · NPJ digital medicine · 2025 · 8 claims · 8 setups
Metabolic status is closely tied to tumor differentiation state, with distinct metabolic reprogramming occurring during thyroid cancer dedifferentiation
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Has reproduction · 23
Partial correlation network analysis identifies coordinated gene expression within a regional cluster of COPD genome-wide association signals.
PMID 39418301 · PMC11521246 · PLoS computational biology · 2024 · 7 claims · 4 setups
COPD GWAS loci are more spatially clustered across the genome than expected by chance, with significant enrichment on chromosome 4q.
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Has reproduction · 87
Machine learning reveals microbial interactions driving plastic degradation across plastisphere environments.
PMID 41657981 · PMC12876002 · Frontiers in microbiology · 2025 · 6 claims · 7 setups
Wastewater plastispheres harbor the most diverse and compositionally even microbial communities among the three habitats.
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Has reproduction · 24
MiGPC: a comprehensive catalog of enzybiotics from environmental metagenomes.
PMID 41888223 · PMC13172421 · Scientific reports · 2026 · 8 claims · 8 setups
MiGPC is the first genome-resolved metagenomic gene and protein catalog specifically targeted to enzybiotics
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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
Graph-Based Approaches Significantly Improve the Recovery of Antibiotic Resistance Genes From Complex Metagenomic Datasets.
PMID 34690959 · PMC8528159 · Frontiers in microbiology · 2021 · 8 claims · 6 setups
GraphAMR, a Nextflow pipeline that aligns AMR profile HMMs (or AA sequences) to metagenomic assembly graphs via PathRacer, then dereplicates and annotates hits, recovers more and more complete AMR genes than contig-based or read-based methods.
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Has reproduction · 75
Different Intestinal Microbiota with Growth Stages of Three-Breed Hybrid Pig.
PMID 35978648 · PMC9377885 · BioMed research international · 2022 · 7 claims · 5 setups
The composition and relative abundance of intestinal microbiota in three-breed hybrid pigs differ significantly across growth stages (60, 120, 180 days)
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Has reproduction · 90
Gap-free telomere-to-telomere haplotype assembly of the tomato hind (Cephalopholis sonnerati).
PMID 39578472 · PMC11584678 · Scientific data · 2024 · 8 claims · 8 setups
Two T2T gap-free haplotype assemblies of C. sonnerati (YSFRI_Csonn_HA_1.0 and YSFRI_Csonn_HB_1.0) were successfully generated, each spanning 24 chromosomes with no gaps.
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Has reproduction · 85
What defines a photosynthetic microbial mat in western Antarctica?
PMID 40043057 · PMC11882083 · PloS one · 2025 · 6 claims · 8 setups
Taxonomic composition of Antarctic microbial mat communities is characterized by similar bacterial groups across regions
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Has reproduction · 50
BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization.
PMID 41266599 · PMC12635123 · Communications biology · 2025 · 8 claims · 8 setups
BiRNA-BERT uses adaptive dual-tokenization that dynamically selects nucleotide-level (NUC) or byte-pair encoding (BPE) tokens based on input sequence length
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Has reproduction · 84
Genome of the endangered Guatemalan Beaded Lizard, Heloderma charlesbogerti, reveals evolutionary relationships of squamates and declines in effective population sizes.
PMID 36226801 · PMC9713440 · G3 (Bethesda, Md.) · 2022 · 8 claims · 7 setups
The assembled draft genome of H. charlesbogerti totals 2.31 Gb, similar in size to related species