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).

• Trans-ethnic association study of blood pressure determinants in over 750,000 individuals.

  PMID 30578418 · PMC6365102 · Nature genetics · 2019 · 7 claims · 8 setups

  Has reproduction

  208 novel common blood pressure SNPs and 53 rare variants were discovered in GWASs of SBP, DBP and pulse pressure in up to 776,078 participants from MVP and collaborating studies.

  multi-ethnic mvp tissues kidney genome-wide exome transcriptome-wide

• Widespread nitrous oxide undersaturation in farm waterbodies creates an unexpected greenhouse gas sink.

  PMID 31036633 · PMC6525509 · Proceedings of the National Academy of Sciences of the United States of America · 2019 · 8 claims · 7 setups

  Has reproduction · 87

  The majority (67%) of small agricultural reservoirs surveyed were undersaturated in N2O and thus acted as atmospheric N2O sinks despite being highly eutrophic and N-rich

  small same reservoir dissolved water physical

• Prime editing in mice reveals the essentiality of a single base in driving tissue-specific gene expression.

  PMID 33722289 · PMC7962346 · Genome biology · 2021 · 7 claims · 8 setups

  Has reproduction · 66

  A three-base-pair (HDR) or single-base (PE2) substitution in the Tspan2 CArG box causes cell-specific loss of Tspan2 mRNA in aorta and bladder, but not heart or brain

  tissues zygotes aorta spleen qrt-pcr allele-specific restriction

• miRge 2.0 for comprehensive analysis of microRNA sequencing data.

  PMID 30153801 · PMC6112139 · BMC bioinformatics · 2018 · 8 claims · 6 setups

  Has reproduction · 89

  An SVM-based novel miRNA detection model achieves an average MCC of 0.939 across 32 human cell datasets and outperforms miRDeep2 and miRAnalyzer on phylogenetic conservation of predicted miRNAs

  unmapped pooled colon adipose small novel a-to-i

• The soil microbiome modulates the sorghum root metabolome and cellular traits with a concomitant reduction of Striga infection.

  PMID 38537644 · PMC11063626 · Cell reports · 2024 · 8 claims · 8 setups

  Has reproduction · 62

  The natural (non-sterilized) Clue Field soil microbiome reduces Striga attachment to sorghum roots compared to gamma-sterilized soil

  clue sorghum striga 16s striga germination

• Community assessment of methods to deconvolve cellular composition from bulk gene expression.

  PMID 39191725 · PMC11350143 · Nature communications · 2024 · 8 claims · 4 setups

  Has reproduction · 63

  Most deconvolution methods accurately predict coarse-grained immune/stromal cell populations from bulk expression.

  admixtures cancer tumor bulk bulk admixture crowdsourced

• Comparing the utility of in vivo transposon mutagenesis approaches in yeast species to infer gene essentiality.

  PMID 32681306 · PMC7599172 · Current genetics · 2020 · 7 claims · 7 setups

  Has reproduction · 81

  A machine-learning (Random Forest) approach trained on transposon insertion features can predict gene essentiality genome-wide in yeast species

  saccharomyces schizosaccharomyces candida computational transposon random

• Epistemic uncertainty challenges aging clock reliability in predicting rejuvenation effects.

  PMID 39072888 · PMC11561706 · Aging cell · 2024 · 8 claims · 8 setups

  Has reproduction · 93

  DNA methylation profiles observed across cellular reprogramming are poorly represented in the training data of existing aging clocks, introducing high out-of-distribution/epistemic uncertainty in their age estimates

  males skin liver linear dnam epigenetic

• 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

  Has reproduction · 79

  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

  rhizobium strains genotype genome whole-genome orthologous snp

• Chromosome-level genome of the long-tailed marine-living ornate spiny lobster, Panulirus ornatus.

  PMID 38909031 · PMC11193758 · Scientific data · 2024 · 7 claims · 8 setups

  Has reproduction · 80

  A chromosome-level genome of P. ornatus was assembled spanning 2.65 Gb with contig N50 of 51.05 Mb, with 99.11% of sequence anchored to 73 chromosomes

  muscle eight genomic genome wgs hi-c rna-seq

• 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

  Has reproduction · 51

  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

  bladder tcga bulk univariate integrative

• 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

  Has reproduction · 71

  IRG expression pattern clusters LUAD patients into groups with significantly different survival outcomes and immune cell infiltration

  luad normal bulk wgcna tumor

• Genetic parallels in biomineralization of the calcareous sponge Sycon ciliatum and stony corals.

  PMID 40922549 · PMC12419799 · eLife · 2025 · 8 claims · 8 setups

  Has reproduction · 50

  829 genes are overexpressed in regions of increased calcite spicule formation in S. ciliatum, including known sclerocyte-specific biomineralization genes.

  sycon ciliatum cnidarian sponges differential go-term blastp

• Integrative transcriptomic and machine learning framework reveals candidate genes and potential mechanisms of aflatoxin B1 exposure in breast cancer.

  PMID 41688730 · PMC12982753 · Scientific reports · 2026 · 7 claims · 8 setups

  Has reproduction · 83

  170 unique human AFB1 targets were identified by merging ChEMBL, SwissTargetPrediction, and PharmMapper predictions

  afb1 breast training candidate computational bulk weighted

• Machine learning and free energy clustering reveal PAH protein binding linked to AD risk.

  PMID 41953002 · PMC13053772 · iScience · 2026 · 8 claims · 8 setups

  Has reproduction · 78

  PARP1, PTPN1, and ITGA4 are core PAH protein targets identified via PPI network analysis and XGBoost feature selection from AD-associated DEGs

  brain geo predicted gse44771 wgcna differential protein-protein

• Electroacupuncture reshapes the microbial co-occurrence networks related to the behavioral and psychological symptoms of dementia in Alzheimer's disease.

  PMID 41676443 · PMC12806058 · iMetaOmics · 2025 · 8 claims · 5 setups

  Has reproduction · 77

  Microbial keystone species and gut microbiota composition are highly variable during pathological development of BPSD in AD

  appswe app gut 16s random open

• Chromosome-level genome assembly of agar-producing red seaweed Gracilaria vermiculophylla.

  PMID 41629338 · PMC12966425 · Scientific data · 2026 · 8 claims · 8 setups

  Has reproduction · 91

  Assembled the first chromosome-level genome of G. vermiculophylla: 77.5 Mb, 22 pseudochromosomes, contig N50 2.61 Mb, scaffold N50 3.16 Mb

  vermiculophylla assembled predicted genome short-read nanopore hi-c

• Comparative analysis of circular RNAs between soybean cytoplasmic male-sterile line NJCMS1A and its maintainer NJCMS1B by high-throughput sequencing.

  PMID 30208848 · PMC6134632 · BMC genomics · 2018 · 8 claims · 7 setups

  Has reproduction · 50

  2867 circRNAs were identified in soybean flower buds via high-throughput sequencing with RNase R enrichment, of which 1009 were differentially expressed between NJCMS1A and NJCMS1B

  flower roots analysis parental high-throughput quantitative pcr

• Unraveling the role of bacteria with heritable versus non-heritable relative abundance in the gut on boar semen quality.

  PMID 41199168 · PMC12590650 · Genetics, selection, evolution : GSE · 2025 · 6 claims · 7 setups

  Has reproduction · 61

  39 heritable and 91 non-heritable bacterial genera were identified in the boar gut based on heritability of relative abundance

  fecal blood boar gut 16s snp gas

• MiGPC: a comprehensive catalog of enzybiotics from environmental metagenomes.

  PMID 41888223 · PMC13172421 · Scientific reports · 2026 · 8 claims · 8 setups

  Has reproduction · 24

  MiGPC is the first genome-resolved metagenomic gene and protein catalog specifically targeted to enzybiotics

  environmental quality-filtered assembled predicted metagenomic metagenome gene