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).

• Exploring the role and mechanism of Astragalus membranaceus and radix paeoniae rubra in idiopathic pulmonary fibrosis through network pharmacology and experimental validation.

  PMID 37666859 · PMC10477296 · Scientific reports · 2023 · 8 claims · 8 setups

  Has reproduction · 20

  AM and RPR (Huangqi-Chishao decoction) alleviate bleomycin-induced pathological lung fibrotic damage in rats

  ipf common key rats microarray network protein-protein

• Machine Learning-Based Integrated Analysis of PANoptosis Patterns in Acute Myeloid Leukemia Reveals a Signature Predicting Survival and Immunotherapy.

  PMID 38322112 · PMC10846924 · International journal of clinical practice · 2024 · 8 claims · 8 setups

  Has reproduction · 71

  AML cases can be categorized into two distinct PANRG (PANoptosis-related gene) clusters with differentially expressed prognostic genes (PRDEGs)

  aml hovon cancer tcga bulk consensus machine

• Weighted gene co-expression network analysis reveals that CXCL10, IRF7, MX1, RSAD2, and STAT1 are related to the chronic stage of spinal cord injury.

  PMID 34532385 · PMC8421925 · Annals of translational medicine · 2021 · 8 claims · 7 setups

  Has reproduction · 44

  The brown co-expression module (775 genes) is the module most significantly associated with the chronic stage of SCI

  spinal brown sci microarray functional protein-protein

• Integrative analysis of transcriptomic data reveals a predictive gene signature for chemoradiotherapy response in rectal cancer.

  PMID 41550766 · PMC12803930 · iScience · 2026 · 8 claims · 8 setups

  Has reproduction · 50

  A 186-gene signature predictive of nCRT response was derived from integrating six GEO transcriptomic datasets using machine learning.

  pre-treatment combined larc 186-gene differential machine molecular

• spotter: a single-nucleotide resolution stochastic simulation model of supercoiling-mediated transcription and translation in prokaryotes.

  PMID 37602419 · PMC10516669 · Nucleic acids research · 2023 · 8 claims · 4 setups

  Has reproduction · 77

  spotter is the first simulation model to integrate transcription, DNA supercoiling, and translation simultaneously in a single stochastic framework for prokaryotes.

  coli simulated net-seq ribosome stochastic

• Advances in genomic and pharmacokinetic profiling for clinical stratification of metastatic breast cancer.

  PMID 41369820 · PMC12799884 · Discover oncology · 2025 · 8 claims · 8 setups

  Has reproduction · 59

  Key genes AR, AKT1, UBC, CDH1, SMAD3, ROR1, and ROR2 are associated with chemotherapy resistance and poor prognosis in metastatic breast cancer

  breast tcga-brca geo gse40622 gene pan-cancer differential

• Metatranscriptomics-based investigation of bacterial community dynamics across a dissolved organic matter gradient in southern Lake Michigan.

  PMID 41860215 · PMC13101498 · Applied and environmental microbiology · 2026 · 7 claims · 6 setups

  Has reproduction · 81

  Offshore Lake Michigan bacterioplankton show higher expression of DOM, N, and P acquisition/transporter genes than nearshore bacterioplankton

  bacterioplankton lake metatranscriptomics metagenomic nutrient

• Extensive tissue-specific expression variation and novel regulators underlying circadian behavior.

  PMID 33514540 · PMC7846174 · Science advances · 2021 · 8 claims · 8 setups

  Has reproduction · 63

  >700 tissue-specific transcriptomes generated from w1118 and 141 DGRP Drosophila lines, forming a circadian gene expression atlas

  w1118 dgrp drosophila dgrp-796 bulk high uas-rnai

• A Deeper Insight into Evolutionary Patterns and Phylogenetic History of ASFV Epidemics in Sardinia (Italy) through Extensive Genomic Sequencing.

  PMID 34696424 · PMC8539718 · Viruses · 2021 · 7 claims · 8 setups

  Has reproduction · 76

  58 new whole genomes of Sardinian ASFV isolates were sequenced, the largest ASFV whole-genome sequencing effort to date

  asfv b602l porcine sardinian whole-genome sanger haemoadsorption

• GenTB: A user-friendly genome-based predictor for tuberculosis resistance powered by machine learning.

  PMID 34461978 · PMC8407037 · Genome medicine · 2021 · 8 claims · 6 setups

  Has reproduction · 78

  GenTB is a free, open, web-based application offering two ML predictors (Random Forest and WDNN) that predict resistance to 13 and 10 anti-TB drugs, respectively.

  clinical tuberculosis registered whole-genome targeted retraining

• Genome of the endangered Guatemalan Beaded Lizard, Heloderma charlesbogerti, reveals evolutionary relationships of squamates and declines in effective population sizes.

  PMID 36226801 · PMC9713440 · G3 (Bethesda, Md.) · 2022 · 8 claims · 7 setups

  Has reproduction · 84

  The assembled draft genome of H. charlesbogerti totals 2.31 Gb, similar in size to related species

  blood charlesbogerti reptile annotated whole-genome novo repeat

• The diagnosis and management of pre-invasive breast disease: promise of new technologies in understanding pre-invasive breast lesions.

  PMID 14580250 · PMC314415 · Breast cancer research : BCR · 2003 · 8 claims · 8 setups

  Full-text index only

  ADH and ductal carcinoma in situ (DCIS) are precursor lesions molecularly similar to adjacent invasive breast cancer

  locally adh brca1 malignant array chromosome-based cdna

• Determinants of human immunodeficiency virus type 1 escape from the primary CD8+ cytotoxic T lymphocyte response.

  PMID 15545352 · PMC2211924 · The Journal of experimental medicine · 2004 · 7 claims · 4 setups

  Full-text index only

  CD8+ CTL responses contribute to containment of viral replication in acute/early HIV-1 infection, and HIV-1 rapidly selects escape variants within epitope-containing regions beginning within weeks of infection.

  pbmcs autologous vaccinia plasma ifn-γ 51cr recombinant

• Multiplexed genetic analysis using an expanded genetic alphabet.

  PMID 15319316 · PMC1592527 · Clinical chemistry · 2004 · 7 claims · 6 setups

  Full-text index only

  MultiCode PLx is a three-step platform (PCR, target-specific extension, liquid chip decoding) performed in a single reaction vessel and completed in ~3 h

  genomic synthetic subset newborn multicode eracode automated

• Gene duplication: the genomic trade in spare parts.

  PMID 15252449 · PMC449868 · PLoS biology · 2004 · 8 claims · 7 setups

  Full-text index only

  Gene duplication relaxes selective constraint on one copy, allowing exploration of evolutionary space that is otherwise forbidden in single-copy genes, making duplication the major opportunity for new gene function evolution.

  great genome recently yeast genome-wide molecular comparative

• The synovial proteome: analysis of fibroblast-like synoviocytes.

  PMID 15059280 · PMC400437 · Arthritis research & therapy · 2004 · 7 claims · 5 setups

  Full-text index only

  2D-PAGE combined with MALDI mass spectrometry can characterize the FLS cellular proteome with high confidence

  fibroblast-like excised fls computational 2d-page in-gel maldi

• Accelerated evolution of the ASPM gene controlling brain size begins prior to human brain expansion.

  PMID 15045028 · PMC374243 · PLoS biology · 2004 · 8 claims · 6 setups

  Full-text index only

  The ASPM gene shows accelerated (positively selected) evolution in the African hominoid clade, and this acceleration precedes hominid brain expansion by several million years.

  chimpanzee retrofitted primate aspm tar restriction genomic

• Leveraging human genomic information to identify nonhuman primate sequences for expression array development.

  PMID 16288651 · PMC1314899 · BMC genomics · 2005 · 8 claims · 6 setups

  Full-text index only

  Human genomic DNA sequence can be leveraged to obtain 3' end sequence of NHP orthologs, which can then be used to generate NHP oligonucleotide microarrays

  refseq macaca genomic rhesus exon pcr molecular

• L2L: a simple tool for discovering the hidden significance in microarray expression data.

  PMID 16168088 · PMC1242216 · Genome biology · 2005 · 8 claims · 4 setups

  Full-text index only

  L2L systematically compares a user's differentially expressed gene list against a database of published differentially expressed gene lists to find statistically significant overlaps and generate hypotheses about shared mechanisms

  mammalian user-supplied diabetic uniprot compiled l2l re-analysis

• Adapting to a changing world: RAG genomics and evolution.

  PMID 16004728 · PMC3525258 · Human genomics · 2005 · 8 claims · 7 setups

  Full-text index only

  RAG-1/RAG-2 origin is a foundational hallmark of adaptive immunity, enabling V(D)J recombination of antigen receptor genes.

  rag-1 patients zebrafish vertebrate comparative site-directed clinical