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).

• Benchmarking LLM-based agents for single-cell omics analysis.

  PMID 41742311 · PMC13064268 · Genome biology · 2026 · 8 claims · 8 setups

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  Introduces a comprehensive benchmarking evaluation system comprising an open-source agent platform, 18 evaluation metrics across four dimensions, and 50 real-world single-cell omics tasks

  agent single-cell spatial scatac-seq llm-agent scrna-seq spatial

• Improved precision of epigenetic clock estimates across tissues and its implication for biological ageing.

  PMID 31443728 · PMC6708158 · Genome medicine · 2019 · 6 claims · 8 setups

  Has reproduction · 68

  A near-perfect chronological age predictor can in principle be developed from DNA methylation when training sample size is sufficiently large.

  blood unrelated sgpd lbc1921 methylation reml permutation

• Plant spatial compartmentalization buffers bacteriome structure and function under antibiotic stress.

  PMID 41981092 · PMC13233986 · Scientific reports · 2026 · 8 claims · 7 setups

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  Spatial compartmentalization is the primary driver of bacteriome structure and functional potential, surpassing antibiotic treatment effects across all analytical approaches

  bulk rhizosphere endosphere full-length beta faprotax

• FracFixR: a compositional statistical framework for absolute proportion estimation between fractions in RNA sequencing data.

  PMID 41264734 · PMC12866640 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 5 setups

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  FracFixR reconstructs original fraction proportions by modeling the compositional relationship between whole and fractionated RNA samples using non-negative least squares (NNLS) regression on selected transcripts

  gm12878 mixtures reh long-read polysome synthetic

• Hierarchical classification-based pan-cancer methylation analysis to classify primary cancer.

  PMID 38066424 · PMC10709847 · BMC bioinformatics · 2023 · 8 claims · 8 setups

  Has reproduction · 83

  CHCT, a two-tier hierarchical classification tool built from methylation data, accurately classifies primary cancer type across 30 cancer types.

  tumor clinical methylation clustered methylation unsupervised anova

• 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

  Has reproduction · 63

  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

  clinical nicu genomic maldi-tof pbp2a cefoxitin

• Comparative genomics of multidrug resistance in Acinetobacter baumannii.

  PMID 16415984 · PMC1326220 · PLoS genetics · 2006 · 7 claims · 5 setups

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  A. baumannii strain AYE contains an 86-kb genomic resistance island (AbaR1) clustering 45 of its 52 resistance genes, the largest resistance island described to date

  baumannii resistance clinical whole-genome comparative sequence

• A novel POMT2 mutation causes mild congenital muscular dystrophy with normal brain MRI.

  PMID 18804929 · PMC2702532 · Brain & development · 2009 · 6 claims · 8 setups

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  A novel homozygous POMT2 mutation (c.604T>G, p.F202V) causes mild congenital muscular dystrophy with normal brain MRI

  skeletal genomic cos serum immunohistochemistry immunoblotting laminin

• Whole-genome analysis of a multidrug-resistant Klebsiella michiganensis environmental isolate from an orthopedic ward in Mwanza, Tanzania reveals IncF-family plasmid replicon signatures associated with resistance determinants.

  PMID 41957580 · PMC13173886 · BMC genomics · 2026 · 8 claims · 8 setups

  Has reproduction · 82

  An isolate phenotypically identified as K. oxytoca was reclassified by genome-based taxonomy (GTDB-Tk, ANI, BLAST) as Klebsiella michiganensis

  michiganensis a55848 african assembled whole-genome novo genome-based

• Indigenous gut microbes modulate neural cell state and neurodegenerative disease susceptibility.

  PMID 41638211 · PMC13091097 · Cell systems · 2026 · 8 claims · 7 setups

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  A complex, intact gut microbiome is necessary for the steady-state transcriptional landscape of all major brain-resident cell types, with myelinating oligodendrocytes and immune cells showing the largest microbiome-dependent transcriptional response.

  hippocampus cd11b+ intestinal brain single-nucleus bulk multiplex