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).

• metaFun: An analysis pipeline for metagenomic big data with fast and unified functional searches.

  PMID 41530917 · PMC12818822 · Gut microbes · 2026 · 8 claims · 8 setups

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  metaFun is an open-source, end-to-end Nextflow/Apptainer pipeline integrating quality control, taxonomic profiling, functional profiling, de novo assembly, binning, genome assessment, comparative genomics, network analysis, and strain-level microdiversity analysis into a unified framework

  simulated selected gut mags novo binning pangenome-based

• Warming Causes a Decline in Baltic Sea Coastal Sediment Microbial Abundance.

  PMID 41712959 · PMC12920023 · Environmental microbiology · 2026 · 6 claims · 5 setups

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  Contrary to the expected increase in productivity, long-term warming decreased sediment microbial (bacterial and archaeal) cell abundance in the heated bay compared to the control bay

  baltic sediment 16s qpcr propidium 16s

• Grass supplementation to a pellet-based diet fails to enrich gut microbiomes with wild-like functions in captive-bred hares.

  PMID 41784373 · PMC13055366 · Microbiology spectrum · 2026 · 8 claims · 6 setups

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  Significant taxonomic and functional differences exist between the gut microbiota of wild and captive-bred European hares

  fecal gut mag mags shotgun alpha differential

• OTMODE: an optimal transport theory-based framework for identifying differential features in single-cell multi-omics data.

  PMID 41335419 · PMC12766913 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 8 setups

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  OTMODE, using an unbalanced Sinkhorn algorithm and Wald test, improves differential feature identification in single-cell multi-omics data

  simulated classical degs naive simulated bulk real

• Small molecule inhibition rescues the skeletal dysplasia phenotype of Trpv4 mutant mice.

  PMID 41574606 · PMC12892883 · JCI insight · 2026 · 8 claims · 8 setups

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  Chondrocyte-specific (Col2a1-Cre-driven) expression of the p.R594H Trpv4 mutation reproduces the human TRPV4 skeletal dysplasia phenotype in mice, including short stature, long bone and craniofacial abnormalities, and vertebral defects.

  col2a1-cre proximal growth cervical radiography histology rnascope

• Stem cell-associated osteogenic deficiency causes craniofacial deformities with progeroid accumulation of prelamin A.

  PMID 41632539 · PMC13041684 · JCI insight · 2026 · 8 claims · 8 setups

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  Lmna L648R mutation causes multiple suture craniosynostosis (AF, PF, COR) occurring under low bone density, contrasting with conventional synostosis caused by excessive ossification

  skull calvarial suture p7-p10 micro-ct h&e brdu

• Microbiota-derived IPA protects against colitis by regulating intestinal HMGCS2-mediated ketogenesis to facilitate mucosal healing.

  PMID 41651833 · PMC12988232 · Nature communications · 2026 · 8 claims · 8 setups

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  IPA is consistently depleted in IBD/colitis patients and in murine colitis models relative to healthy controls

  fecal c57bl germ-free mice quasi-targeted dss-induced tnbs-induced

• TriticeaeExpDB: a centralized transcriptomic resource for Triticeae research.

  PMID 41656232 · PMC12983667 · BMC genomics · 2026 · 8 claims · 8 setups

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  TriticeaeExpDB integrates and uniformly reprocesses >10,000 (11,016) RNA-seq samples from 528 BioProjects/studies across 17 Triticeae species

  triticeae rna-seq user-selected user-supplied bulk biological differential

• GATA2 controls alveolar macrophage inflammatory gene expression and metabolic function.

  PMID 41712459 · PMC13134736 · JCI insight · 2026 · 8 claims · 8 setups

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  GATA2 deficiency promotes enhanced inflammatory gene expression and metabolic dysfunction in alveolar macrophages in response to type 2 stimuli

  bal cd11c+ ams lung flow immunostaining bodipy

• Multimodal learning reveals plants' hidden sensory integration logic.

  PMID 41714925 · PMC13032346 · BMC genomics · 2026 · 8 claims · 8 setups

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  CoMM-BIP (Contrastive Multi-Modal learning with Biologically Informed Priors) integrates transcriptomic, metabolomic, and phenomic data using pathway-guided attention, information-theoretic disentanglement, and domain-aware augmentations

  tomato multimodal transcriptomics metabolomics

• Unravelling Synaptic and Metabolic Mechanisms of Cognitive Resilience in Asymptomatic Alzheimer's Disease Across Two Alzheimer's Disease Cohorts.

  PMID 41723778 · PMC12996523 · Cellular and molecular neurobiology · 2026 · 6 claims · 6 setups

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  Integrating DEG, DET, and DUT analyses (rather than DEGs alone) provides a more comprehensive view of the molecular mechanisms of AsymAD, since some genes/transcripts are only detected by transcript-level methods.

  postmortem combined ppi hippocampus bulk functional protein-protein

• VISTA drives pancreatic tumor progression through modulation of the tumor-associated macrophage polarity.

  PMID 41776161 · PMC13194722 · Nature communications · 2026 · 8 claims · 8 setups

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  VISTA deficiency significantly impairs PDAC tumor growth and prolongs survival in murine orthotopic models

  pan02 cd45+ tumor mice orthotopic pharmacological flow

• An online database for brain disease research.

  PMID 16594998 · PMC1489945 · BMC genomics · 2006 · 7 claims · 5 setups

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  SMRIDB is a comprehensive web-based database integrating gene expression data and clinical metadata to aid understanding of the genetic effects of brain disease (bipolar disorder, schizophrenia, depression)

  postmortem individual disease studies microarray array gene-by-gene