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).

• ResnetAge: A Resnet-Based DNA Methylation Age Prediction Method.

  PMID 38247911 · PMC10813502 · Bioengineering (Basel, Switzerland) · 2023 · 8 claims · 4 setups

  Has reproduction · 75

  ResnetAge, a ResNet-based neural network using 22,278 shared Illumina 27K/450K CpG sites, predicts DNA methylation age from beta values.

  shared independent methylation resnet comparative

• Assessment tool based on fatty acid metabolic signatures for predicting the prognosis and treatment response in bladder cancer.

  PMID 38076064 · PMC10703629 · Heliyon · 2023 · 8 claims · 8 setups

  Has reproduction · 71

  Consensus clustering of prognosis-related fatty acid metabolism genes (FAMGs) identifies three molecular subtypes of BLCA (FAMC1, FAMC2, FAMC3) with distinct prognoses and tumor microenvironments

  tcga-blca famc1-3 differentially gse32894 bulk consensus gene

• The molecular landscape of sepsis severity in infants: enhanced coagulation, innate immunity, and T cell repression.

  PMID 38817614 · PMC11137207 · Frontiers in immunology · 2024 · 8 claims · 8 setups

  Has reproduction · 50

  Only two of seven published sepsis gene signatures (derived from adult/pediatric/geriatric cohorts) showed good concordance (>80% accuracy) when applied to infant sepsis, showing limited generalizability of non-infant signatures.

  blood merged deg microarray coconut pseudotime

• Deubiquitination enzyme USP35 negatively regulates MAVS signaling to inhibit anti-tumor immunity.

  PMID 40016186 · PMC11868397 · Cell death & disease · 2025 · 8 claims · 8 setups

  Has reproduction · 81

  USP35 interacts with MAVS and removes its K63-linked polyubiquitin chains, inhibiting viral-induced MAVS-TBK1-IRF3 activation and downstream inflammatory gene expression

  tumor melanoma tcga-skcm hek293t bioinformatics geo kaplan-meier

• Estimation of genetic parameters and genome-wide association study for carcass traits in native chickens.

  PMID 40211845 · PMC12229932 · Animal bioscience · 2025 · 8 claims · 7 setups

  Has reproduction · 71

  Carcass traits (SW, EW, ThW, and their percentages except SP) show moderate to high heritability (0.20-0.50), while SP has low heritability (0.08)

  sanhuang breast whole-genome genome-wide heritability

• Under the Shadow: Old-biased Genes Are Subject to Weak Purifying Selection at Both the Tissue- and Cell Type-Specific Levels.

  PMID 41092135 · PMC12569596 · Genome biology and evolution · 2025 · 7 claims · 6 setups

  Has reproduction · 93

  ADICT (age-related decrease in transcriptome conservation) is commonly found in ageing tissues of nonmammalian species, including chicken brain, killifish liver and skin, and fruit fly brain

  drosophila nothobranchius gallus heterocephalus bulk single-cell

• Network Controllability Reveals Key Mitigation Points for Tumor-Promoting Signaling in Tumor-Educated Platelets.

  PMID 41226816 · PMC12609506 · International journal of molecular sciences · 2025 · 8 claims · 6 setups

  Has reproduction · 84

  TEPs from NSCLC patients show 111 upregulated and 108 downregulated genes compared to platelets from non-cancer donors

  platelets degs platelet-specific tep-specific transcriptome pathway k-means

• Accelerating rare disease diagnostics by linking DNA and RNA through an explainable and interactive RNA-guided workflow.

  PMID 41685349 · PMC12891912 · NAR genomics and bioinformatics · 2026 · 8 claims · 6 setups

  Has reproduction

  A streamlined RNA-guided workflow combining OUTRIDER, FRASER, Borzoi, and MOLGENIS VIP was developed to identify gene-disease associations by linking outlier gene expression/splicing to prioritized patient-level variants

  udn blood clinvar wgs wgs bulk rna-seq

• DeepRNA-Reg: a deep-learning based approach for comparative analysis of CLIP experiments.

  PMID 41055236 · PMC12505516 · RNA biology · 2025 · 8 claims · 5 setups

  Has reproduction · 100

  DeepRNA-Reg, a recurrent neural network-based algorithm, provides a superior prediction set for differential HITS-CLIP analysis compared to dCLIP.

  dgcr8 mir-23 predicted ago2 gene flow

• Manual curation for improved genome annotation of the functionally extinct northern white rhinoceros (Ceratotherium simum cottoni).

  PMID 41490125 · PMC12768360 · PloS one · 2026 · 6 claims · 5 setups

  Has reproduction · 69

  The original BRAKER3-based NWR annotation was of poor quality: only 51% of transcripts were correctly called, many were assigned uninformative protein names, and some were misassigned to incorrect or bacterial sequences.

  granulosa nwr aligned unassigned bulk reference transcript

• Exploring Gene Expression Patterns in Alzheimer's Disease Using a Human Microarray Data Meta-Analysis.

  PMID 41744654 · PMC12938635 · Biology · 2026 · 7 claims · 7 setups

  Has reproduction · 100

  A meta-analysis of eight microarray studies (10 sub-studies) produced a combined list of 4218 statistically significant DEGs between AD and healthy brain at an adjP cut-off of 0.001

  post-mortem combined sub-studies down-regulated microarray differential statistical

• Identity rather than 3D position informs splicing of rare introns in the human genome.

  PMID 41561379 · PMC12814444 · iScience · 2026 · 8 claims · 8 setups

  Has reproduction · 98

  Rare intron classes (minor, minor-like, hybrid, non-canonical) are largely dispersed across the linear human genome, with only two notable clusters (GBP on chr1, TSPY on chrY)

  reference genome k562 computational genome-wide chromomap hi-c

• Evolution of Highly Repetitive Silk Genes in the Luna Moth, Actias luna.

  PMID 41738778 · PMC12962854 · Genome biology and evolution · 2026 · 8 claims · 6 setups

  Has reproduction · 89

  Eight sericin genes were identified in the A. luna genome, including two clusters of closely related paralogs (serB-D and serE-G)

  luna four sericin blast nhmmer manual

• Prediction, syntax and semantic grounding in the brain and large language models.

  PMID 41807493 · PMC12979642 · Scientific reports · 2026 · 7 claims · 8 setups

  Has reproduction · 86

  Nouns show significant pre-onset (anticipatory) neural activity in ERPs/ERFs, suggesting enhanced anticipatory processing for this word class.

  healthy same llama-3.2-1b audio-book combined source cluster-based

• A platinum standard pan-genome resource that represents the population structure of Asian rice.

  PMID 32265447 · PMC7138821 · Scientific data · 2020 · 6 claims · 6 setups

  Has reproduction · 99

  The 3,000 Rice Genomes (3K-RG) dataset can be subdivided into 15 subpopulations (K=15), refining the previous K=9 population structure.

  oryza rice 3k-rg pacbio illumina bionano

• Genetic introgression from commercial European pigs to the indigenous Chinese Lijiang breed and associated changes in phenotypes.

  PMID 38566006 · PMC10985947 · Genetics, selection, evolution : GSE · 2024 · 7 claims · 7 setups

  Has reproduction · 64

  Significant genetic introgression from commercial European pigs (EP) into the Lijiang pig (LJP) and other domestic Chinese pig breeds was detected.

  unrelated chinese ljp individuals whole-genome d-statistic local

• Landscape of allele-specific transcription factor binding in the human genome.

  PMID 33980847 · PMC8115691 · Nature communications · 2021 · 8 claims · 6 setups

  Has reproduction · 82

  A novel statistical framework (ADASTRA) calls allele-specific TF binding from existing ChIP-Seq alignments by jointly correcting for background allelic dosage (BAD, from aneuploidy/CNVs) and reference mapping bias.

  gtrd k562 mcf7 types chip-seq variant bayesian

• 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

  Has reproduction · 51

  K. uniflora shows high allelic heterozygosity (negative F_IS) consistent with theoretical expectations under asexual evolution

  uniflora whole-genome phylogenomic population

• Accurate chromatin marks peak calling with Omnipeak.

  PMID 41521664 · PMC12784980 · Nucleic acids research · 2026 · 8 claims · 6 setups

  Has reproduction · 77

  Omnipeak is a universal unsupervised peak-calling algorithm based on a constrained three-state hidden Markov model (zero, noise, signal states)

  gm12878 roadmap abf immgen chip-seq ultra-low-input atac-seq

• Extensive variation between chromosomes of North American and European hop.

  PMID 42204144 · PMC13216280 · Nature communications · 2026 · 8 claims · 8 setups

  Has reproduction · 87

  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

  hop feral biparental accessions pacbio busco fluorescence