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).

• The evolution of sexual signaling is linked to odorant receptor tuning in perfume-collecting orchid bees.

  PMID 31932598 · PMC6957680 · Nature communications · 2020 · 8 claims · 6 setups

  Has reproduction · 93

  E. dilemma and E. viridissima are reproductively isolated genetically distinct lineages despite low genome-wide differentiation.

  orchid males dilemma or41 snp whole-genome gas

• Comparative profiling of skeletal muscle models reveals heterogeneity of transcriptome and metabolism.

  PMID 31825657 · PMC7099524 · American journal of physiology. Cell physiology · 2020 · 8 claims · 8 setups

  Has reproduction · 64

  L6, C2C12, and primary human myotubes show substantial heterogeneity in transcriptomic and metabolic profiles

  c2c12 transcriptomic proliferation brdu

• Topologically inferring pathway activity toward precise cancer classification via integrating genomic and metabolomic data: prostate cancer as a case.

  PMID 26286638 · PMC4541321 · Scientific reports · 2015 · 6 claims · 4 setups

  Has reproduction · 76

  DRW-GM integrates gene expression and metabolomic profiles via directed random walk on a global gene–metabolite pathway graph to weight genes by topological importance and infer reproducible pathway activities

  prostate global gene metabolomic computational

• Gene Set Enrichment Analysis Reveals Individual Variability in Host Responses in Tuberculosis Patients.

  PMID 34421903 · PMC8375662 · Frontiers in immunology · 2021 · 8 claims · 8 setups

  Has reproduction · 71

  TB patients show substantial individual variability in the intensity of hallmark IFN responses, as well as in complement system, metabolic, and other pathway responses.

  blood cynomolgus external gene differential principal

• 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

• Genomic insight into the influence of selection, crossbreeding, and geography on population structure in poultry.

  PMID 36670351 · PMC9854048 · Genetics, selection, evolution : GSE · 2023 · 6 claims · 8 setups

  Has reproduction · 100

  Dutch traditional chicken breeds display a complex, admixed, subdivided population structure that broadly matches historical management-based clustering (past-productive, ornamental, country fowl, Lakenvelder).

  individuals dutch phased drenthe whole-genome principal phylogenetic

• 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

• Colorectal Cancer Prediction Based on Weighted Gene Co-Expression Network Analysis and Variational Auto-Encoder.

  PMID 32825264 · PMC7563725 · Biomolecules · 2020 · 6 claims · 7 setups

  Has reproduction · 80

  Combining WGCNA-derived hub genes with a VAE-derived 10-dimensional representation as features for an SVM classifier achieves high accuracy (0.9692) and AUC (0.9981) for colorectal cancer prediction.

  colorectal combined differentially crc microarray differential weighted

• 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

  Has reproduction · 87

  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.

  testseta bprna-new ts-inter individual jaccard pca ensemble

• Reconstructing Indian population history.

  PMID 19779445 · PMC2842210 · Nature · 2009 · 8 claims · 8 setups

  Full-text index only

  Most Indian populations descend from a mixture of two ancient, genetically divergent populations: ANI (close to Middle Easterners, Central Asians, Europeans) and ASI (as distinct from ANI and East Asians as those are from each other).

  indian pairs gujarati genome-wide principal fst-based

• FEM: mining biological meaning from cell level in single-cell RNA sequencing data.

  PMID 34909283 · PMC8641482 · PeerJ · 2021 · 7 claims · 5 setups

  Has reproduction · 75

  The FEM algorithm converts each cell's gene expression matrix (GEM) into a functional expression matrix by applying Fisher's exact test enrichment per cell and per gene set, then encoding adjusted p-values as information content.

  peripheral pancreas liver pbmc scrna-seq differential dimensionality

• A comparative analysis of blastoid models through single-cell transcriptomics.

  PMID 39524369 · PMC11543915 · iScience · 2024 · 8 claims · 7 setups

  Has reproduction · 60

  EPSC-derived blastoids are transcriptomically distinct from nPSC-derived blastoids, with nPSC-blastoids clustering closer to natural blastocysts.

  blastoid natural combined integrated scrnaseq lineage kolmogorov-smirnov

• Candidates for Balancing Selection in Leishmania donovani Complex Parasites.

  PMID 34865011 · PMC8717319 · Genome biology and evolution · 2021 · 7 claims · 8 setups

  Has reproduction · 64

  Five genetically distinct, well-sampled populations exist within the L. donovani complex: EA1, EA2 (East Africa), ISC1, ISC2 (Indian subcontinent), and BM (Brazil-Mediterranean)

  infantum donovani snp populations whole-genome read admixture

• Analysis of whole-genome re-sequencing data of ducks reveals a diverse demographic history and extensive gene flow between Southeast/South Asian and Chinese populations.

  PMID 33849442 · PMC8042899 · Genetics, selection, evolution : GSE · 2021 · 8 claims · 8 setups

  Has reproduction · 23

  Whole-genome resequencing reveals three geographically distinct genetic groups: local Chinese, wild, and local Southeast/South Asian duck populations

  newly duck southeast chinese whole-genome phylogenetic population

• Accelerated Evolution of Tissue-Specific Genes Mediates Divergence Amidst Gene Flow in European Green Lizards.

  PMID 33988711 · PMC8382678 · Genome biology and evolution · 2021 · 8 claims · 8 setups

  Has reproduction · 23

  The Adriatic lineage is a sister taxon to L. bilineata based on mitogenome and autosomal phylogenies

  adriatic mitochondrial autosomal brain whole-genome phylogenetic d-statistics

• Phenotypic categorization of genetic skin diseases reveals new relations between phenotypes, genes and pathways.

  PMID 19744994 · PMC2773259 · Bioinformatics (Oxford, England) · 2009 · 8 claims · 5 setups

  Full-text index only

  560 genetic skin diseases can be decomposed into 71 elementary phenotypic features (42 dermatologic, 29 systemic) that combine to represent each disease as a point in a multidimensional phenotype space

  genodermatoses phenotype disease gene-phenotype manual correlation principal

• 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

  The 196 R. leguminosarum sv. trifolii strains constitute a five-species complex (genospecies gsA-gsE) that occur in sympatry but show little recent between-species gene transfer in core or accessory genomes, except for a few highly mobile regions.

  rhizobium leguminosarum strains orthologous whole-genome long-read 16s

• Early life-stage thermal resilience is determined by climate-linked regulatory variation.

  PMID 41505517 · PMC12799179 · Proceedings of the National Academy of Sciences of the United States of America · 2026 · 8 claims · 8 setups

  Has reproduction · 64

  Embryonic heat tolerance in D. melanogaster is determined by climate-linked regulatory genetic variation at loci on chromosomes 2R and X

  melanogaster simulated synthetic wild-collected heat-shock pool-seq drift-only

• Geographical genomics of human leukocyte gene expression variation in southern Morocco.

  PMID 19966804 · PMC2798927 · Nature genetics · 2010 · 8 claims · 8 setups

  Full-text index only

  Gene expression differs substantially between locations (up to 38% of transcripts), driven largely by a rural-versus-urban lifestyle contrast rather than ethnicity or gender.

  peripheral blood genotype randomly genome-wide population admixture

• Accurate prediction of metagenome-assembled genome completeness by MAGISTA, a random forest model built on alignment-free intra-bin statistics.

  PMID 35248155 · PMC8898458 · Environmental microbiome · 2022 · 7 claims · 7 setups

  Has reproduction · 83

  MAGISTA, a random forest model built on alignment-free intra-bin distance-distribution statistics, can estimate MAG completeness and purity without relying on reference marker genes.

  pooled hc227 contig sets shotgun novo alignment-free