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).
-
Has reproduction · 100
Intra-Host Co-Existing Strains of SARS-CoV-2 Reference Genome Uncovered by Exhaustive Computational Search.
PMID 37243151 · PMC10224212 · Viruses · 2023 · 8 claims · 7 setups
An exhaustive-search workflow can recover intra-host co-existing SARS-CoV-2 strains from the reference-genome read set (SRR11092062) that de Bruijn-graph assemblers discard.
-
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
-
Has reproduction · 97
Duvernoy's Gland Transcriptomics of the Plains Black-Headed Snake, Tantilla nigriceps (Squamata, Colubridae): Unearthing the Venom of Small Rear-Fanged Snakes.
PMID 34066626 · PMC8148590 · Toxins · 2021 · 8 claims · 5 setups
The T. nigriceps Duvernoy's gland transcriptome is dominated by three toxin families: three-finger toxins (3FTxs), cysteine-rich secretory proteins (CRISPs), and snake venom metalloproteinases (SVMPIIIs)
-
Has reproduction · 45
De novo transcriptomic analysis of leaf and fruit tissue of Cornus officinalis using Illumina platform.
PMID 29451882 · PMC5815590 · PloS one · 2018 · 7 claims · 7 setups
This is the first de novo transcriptomic analysis of Cornus officinalis, providing fundamental gene and biosynthetic pathway information.
-
Has reproduction · 100
A workflow reproducibility scale for automatic validation of biological interpretation results.
PMID 37150537 · PMC10164546 · GigaScience · 2022 · 8 claims · 4 setups
Comparing output files by checksum alone is insufficient to verify reproducibility, since checksums can differ even when the underlying biological interpretation is unchanged
-
Has reproduction
Artificial Intelligence Meets Whole Slide Images: Deep Learning Model Shapes an Immune-Hot Tumor and Guides Precision Therapy in Bladder Cancer.
PMID 36245985 · PMC9553530 · Journal of oncology · 2022 · 6 claims · 8 setups
A deep learning WSI cluster (three-class mini batch K-means on Inception V3 features) is associated with overall survival (P<0.001) and is an independent prognostic predictor (P=0.031) in BLCA.
-
Has reproduction · 41
RNA-sequence analysis of primary alveolar macrophages after in vitro infection with porcine reproductive and respiratory syndrome virus strains of differing virulence.
PMID 24643046 · PMC3958415 · PloS one · 2014 · 8 claims · 8 setups
Infection of PAMs with either LV or Lena affects signaling pathways directly linked to the innate immune response, including IRF activation, RIG1-like receptors, TLRs and PKR pathways.
-
Has reproduction · 68
Coding and non-coding roles of MOCCI (C15ORF48) coordinate to regulate host inflammation and immunity.
PMID 33837217 · PMC8035321 · Nature communications · 2021 · 8 claims · 8 setups
MOCCI (encoded by C15ORF48) is a mito-SEP upregulated during inflammation and infection that promotes host-protective resolution
-
Has reproduction
Benefit from decline: the primary transcriptome of Alteromonas macleodii str. Te101 during Trichodesmium demise.
PMID 29335641 · PMC5864184 · The ISME journal · 2018 · 7 claims · 6 setups
Increasing salinity to >=43 ppt inhibits Trichodesmium growth/increases mortality while stimulating growth of associated Alteromonas, shifting community dominance to the heterotroph
-
Has reproduction · 59
Integrating multi-omics data reveals the antitumor role and clinical benefits of gamma-delta T cells in triple-negative breast cancer.
PMID 40197136 · PMC11974128 · BMC cancer · 2025 · 8 claims · 8 setups
High γδT cell infiltration is associated with favorable prognosis in TNBC but not in HR-positive or HER2-positive breast cancer
-
Has reproduction · 78
Protocol for the generation of single-nuclei RNA-seq libraries and quantification of heterogeneous cell types activated during social interaction.
PMID 39423127 · PMC11532268 · STAR protocols · 2024 · 7 claims · 5 setups
A protocol for dissecting mouse PFC, hippocampus, and cerebellum and generating snRNA-seq libraries can identify neuronal populations activated during social interaction.
-
Has reproduction · 50
Polymorphism identification and improved genome annotation of Brassica rapa through Deep RNA sequencing.
PMID 25122667 · PMC4232532 · G3 (Bethesda, Md.) · 2014 · 8 claims · 8 setups
330,995 SNPs were identified in transcribed regions between B. rapa genotypes R500 and IMB211, at an average frequency of one SNP per 200 bases.
-
Has reproduction · 91
Cell fixation and preservation for droplet-based single-cell transcriptomics.
PMID 28526029 · PMC5438562 · BMC biology · 2017 · 7 claims · 8 setups
Methanol fixation stabilizes and preserves dissociated cells for weeks without compromising single-cell RNA-seq data quality
-
Has reproduction · 91
Chromosome-level genome assembly of agar-producing red seaweed Gracilaria vermiculophylla.
PMID 41629338 · PMC12966425 · Scientific data · 2026 · 8 claims · 8 setups
A chromosome-level genome assembly of G. vermiculophylla was generated by combining DNBSeq short reads, Nanopore long reads, and Hi-C data.