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 · 67
Integrative analyses reveal signaling pathways underlying familial breast cancer susceptibility.
PMID 26969729 · PMC4812528 · Molecular systems biology · 2016 · 8 claims · 6 setups
Cell adhesion pathways are significantly and consistently dysregulated in women who develop familial breast cancer (FBC)
-
Has reproduction · 60
A comparative analysis of blastoid models through single-cell transcriptomics.
PMID 39524369 · PMC11543915 · iScience · 2024 · 8 claims · 7 setups
EPSC-derived blastoids are transcriptomically distinct from nPSC-derived blastoids, with nPSC-blastoids clustering closer to natural blastocysts.
-
Has reproduction · 79
Symbiosis genes show a unique pattern of introgression and selection within a Rhizobium leguminosarum species complex.
PMID 32176601 · PMC7276703 · Microbial genomics · 2020 · 8 claims · 8 setups
196 R. leguminosarum sv. trifolii strains form a five-species complex (gsA-gsE) with generally little recent between-species gene transfer, aside from a few highly mobile genetic regions
-
Has reproduction · 75
ResnetAge: A Resnet-Based DNA Methylation Age Prediction Method.
PMID 38247911 · PMC10813502 · Bioengineering (Basel, Switzerland) · 2023 · 8 claims · 4 setups
ResnetAge, a ResNet-based neural network using 22,278 shared Illumina 27K/450K CpG sites, predicts DNA methylation age from beta values.
-
Has reproduction · 76
Correcting scale distortion in RNA sequencing data.
PMID 39875825 · PMC11776150 · BMC bioinformatics · 2025 · 8 claims · 8 setups
Local averaging reveals expression-level-dependent biases that differ from sample to sample across all RNA-seq datasets studied, and are not corrected by conventional normalization (TPM/FPKM)
-
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
-
Has reproduction · 77
SurvConvMixer: robust and interpretable cancer survival prediction based on ConvMixer using pathway-level gene expression images.
PMID 38539106 · PMC10967213 · BMC bioinformatics · 2024 · 6 claims · 5 setups
SurvConvMixer, using pathway-level gene expression images and ConvMixer, achieves strong internal validation AUC for overall survival prediction, especially on larger datasets like LUAD
-
Has reproduction · 49
Integrative transcriptomics and single-cell transcriptomics analyses reveal potential biomarkers and mechanisms of action in papillary thyroid carcinoma.
PMID 40520228 · PMC12162626 · Frontiers in genetics · 2025 · 8 claims · 8 setups
ENTPD1, SERPINA1, and TACSTD2 are potential transcriptomic biomarkers for PTC
-
Has reproduction · 80
DMN-seq enriches DNA hypomethylated regions for biomarker discovery using 5-methylcytosine glycosylase.
PMID 41673887 · PMC13097799 · Genome biology · 2026 · 8 claims · 9 setups
DMN-seq (DMN+) uses DME to nick DNA specifically at 5mC sites, enabling 5mC detection at single-base resolution via selective adaptor ligation
-
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 clock (CheetahClock) built from 52 CpG sites predicts age across blood and liver samples with r=0.97 and MAE=0.86 years
-
Has reproduction · 87
Enhanced Generalizability of RNA Secondary Structure Prediction via Convolutional Block Attention Network and Ensemble Learning.
PMID 40871599 · PMC12388828 · Molecules (Basel, Switzerland) · 2025 · 8 claims · 8 setups
TrioFold integrates base-pairing clues from thermodynamic- and DL-based methods via ensemble learning and a convolutional block attention mechanism to enhance RSS prediction generalizability.
-
Has reproduction · 94
Direct observations of cross-scale wave-particle energy transfer in space plasmas.
PMID 39919183 · PMC11804927 · Science advances · 2025 · 7 claims · 8 setups
Fluid-scale ULF waves resonate with reflected ions, modifying their velocity distributions and driving growth of ion-scale magnetosonic-whistler waves
-
Has reproduction
TFEB deficiency attenuates mitochondrial degradation upon brown adipose tissue whitening at thermoneutrality.
PMID 33516944 · PMC7903014 · Molecular metabolism · 2021 · 7 claims · 8 setups
BAT whitening at thermoneutrality is associated with TFEB-dependent mitochondrial degradation.
-
Has reproduction · 71
Systematic and computational identification of Androctonus crassicauda long non-coding RNAs.
PMID 33633149 · PMC7907363 · Scientific reports · 2021 · 8 claims · 6 setups
13,401 lncRNAs were identified in the A. crassicauda transcriptome using the ECF pipeline
-
Has reproduction
miRge3.0: a comprehensive microRNA and tRF sequencing analysis pipeline.
PMID 34308351 · PMC8294687 · NAR genomics and bioinformatics · 2021 · 8 claims · 6 setups
miRge3.0 is a Python 3-based small RNA-seq and tRF analysis pipeline that improves on miRge2.0 (which was Python 2.7-based)
-
Has reproduction · 92
Systematic review of human post-mortem immunohistochemical studies and bioinformatics analyses unveil the complexity of astrocyte reaction in Alzheimer's disease.
PMID 34297416 · PMC8766893 · Neuropathology and applied neurobiology · 2022 · 8 claims · 5 setups
Systematic review of 306 eligible articles identified 196 distinct proteins constituting the ADRA (AD reactive astrocyte) protein set
-
Has reproduction · 63
Comparative Genomics of Borderline Oxacillin-Resistant Staphylococcus aureus Detected during a Pseudo-outbreak of Methicillin-Resistant S. aureus in a Neonatal Intensive Care Unit.
PMID 35038924 · PMC8764539 · mBio · 2022 · 7 claims · 8 setups
Of 42 isolates flagged as MRSA by screening agar, only 9 were PBP2a- and mecA-positive true MRSA, while the remaining 33 were mecA-negative and largely met criteria for BORSA
-
Has reproduction · 79
Species-Wide Phylogenomics of the Staphylococcus aureus Agr Operon Revealed Convergent Evolution of Frameshift Mutations.
PMID 35044202 · PMC8768832 · Microbiology spectrum · 2022 · 8 claims · 7 setups
AgrVATE, a novel kmer-based BLASTn and in silico PCR/Snippy pipeline, enables fast, standardized agr group typing and frameshift/null mutation detection from genome assemblies
-
Has reproduction · 58
Genomic Correlates of Virulence Attenuation in the Deadly Amphibian Chytrid Fungus, Batrachochytrium dendrobatidis.
PMID 26333840 · PMC4632049 · G3 (Bethesda, Md.) · 2015 · 8 claims · 8 setups
Virulence attenuation in the longer-passaged Bd isolate (JEL427-P39) is associated with loss of chromosome copy number relative to the shorter-passaged, more virulent isolate (JEL427-P9)
-
Has reproduction · 75
Genomic regions and candidate genes selected during the breeding of rice in Vietnam.
PMID 35899250 · PMC9309459 · Evolutionary applications · 2022 · 8 claims · 7 setups
XP-CLR and FST scans identify genomic regions with distorted allele frequency/differentiation patterns resulting from differential selective pressures between Vietnamese rice subpopulations