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).

• Deciphering the RNA landscapes on mammalian cell surfaces.

  PMID 40973153 · PMC12959771 · Protein & cell · 2026 · 7 claims · 8 setups

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  AMOUR, a T7 RNA polymerase-based in-situ linear amplification method, enables high-throughput profiling of outer membrane surface RNAs while preserving plasma membrane integrity, including in rare primary cell populations.

  live hucb-mncs hela amour-treated transmission-through-dye intact-surface-fish amour

• CanSig Benchmarks Methods for Reproducible Cancer Cell State Discovery from Single-Cell Transcriptomic Data.

  PMID 41231245 · PMC13053056 · Cancer research · 2026 · 7 claims · 7 setups

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  CanSig is a comprehensive benchmarking tool for evaluating computational methods that identify shared transcriptional signatures in cancer from scRNA-seq data

  neftel kim scrna-seq same scrna-seq ground-truth robustness

• Frag'n'Flow: automated workflow for large-scale quantitative proteomics in high performance computing environments.

  PMID 41486154 · PMC12828970 · BMC bioinformatics · 2026 · 8 claims · 8 setups

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  Frag'n'Flow is a Nextflow-based pipeline that encapsulates FragPipe, automating manifest/workflow generation, tool dependency management, and downstream analysis for HPC/cloud/cluster environments.

  laboratory institutional breast pluripotent ram cpu storage

• Automated mapping of DNA replication fork progression in human cells with ForkML.

  PMID 41577668 · PMC12932727 · Nature communications · 2026 · 8 claims · 8 setups

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  ForkML uses double BrdU pulse-labelling and nanopore sequencing with a machine-learning fork detection/orientation pipeline to automatically map thousands of individual replication fork velocities.

  hct116 hela bj-htert cerevisiae nanopore gloe-seq mass

• Assembly, Characterization and Comparative Analysis of the Complete Mitogenome of Small-Leaved Eriobotrya seguinii (Maleae, Rosaceae).

  PMID 41595526 · PMC12841229 · Genes · 2026 · 8 claims · 7 setups

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  The E. seguinii mitogenome is the smallest and has the highest GC content of any known Eriobotrya species

  seguinii protein-coding mitogenomes whole-genome mitogenome repeat

• Integration of bioinformatic tools for the detection of SARS-CoV-2 co-infection cases.

  PMID 41609640 · PMC12856159 · Microbial genomics · 2026 · 8 claims · 8 setups

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  Sample PH-RITM-1395 represents a Delta–Omicron co-infection, confirmed by convergent evidence from Nextclade, bammix, Freyja, VirStrain, AAF analysis and amplicon sorting rather than contamination

  consensus aligned raw bam nextclade nucleotide strain-level

• Metagenomic Assessment of Full-Scale Wastewater Treatment Plants Identifies Sentinel Antibiotic Resistance Gene Families for Monitoring Reclaimed Wastewater and Treated Sludge.

  PMID 41636304 · PMC12918712 · Environmental science & technology · 2026 · 7 claims · 6 setups

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  Reclaimed effluents show lower AMR exposure (<0.5 ARGs/cell) than typically reported for secondary effluents

  influent card pubmlst targeted shotgun arg

• Uncovering Cas9 PAM diversity through metagenomic mining and machine learning.

  PMID 41656299 · PMC12996302 · Nature communications · 2026 · 8 claims · 6 setups

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  CRISPR-PAMdb is a publicly accessible database compiling Cas9 protein sequences from 3.8 million bacterial/archaeal genomes and PAM profiles from 7.4 million phage/plasmid sequences

  bacterial phage cas9 experimentally hmm-based spacer-protospacer machine

• TNF-⍺-mediated myeloid-instructed CD14(+)CD4(+) T cells are associated with poor survival in lung adenocarcinoma.

  PMID 41666923 · PMC12923953 · Cell reports. Medicine · 2026 · 8 claims · 5 setups

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  Tumors stratify into lymphoid-enriched, myeloid-enriched, and mixed immune-infiltrated subtypes independent of oncogenic driver status

  resected luad cd4+ multiplex spatial image

• The Genomics of Convergent Adaptation to Intertidal Gravel Beaches in Mediterranean Clingfishes.

  PMID 41671394 · PMC12951522 · Genome biology and evolution · 2026 · 8 claims · 8 setups

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  Gouania slender and stout morphotypes evolved convergently at least twice within the genus, confirmed by 3D morphometrics and phylogenomics

  pelvic individuals draft gouania geometric barcoding phylogenomics

• Discovery and characterization of gene-by-environment and epistatic genetic effects in a vertebrate model.

  PMID 41672067 · PMC13174225 · Cell genomics · 2026 · 7 claims · 7 setups

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  A segregation analysis in an F2 medaka cross identified 16 QTLs linked to embryonic heart rate variation across temperatures

  mikk medaka discovered informed high-throughput heart shallow

• Structured Promoter Variability in Epigenetically Regulated Operons Contributes to Surface Adaptation in Salmonella.

  PMID 41684216 · PMC12902445 · Microbial biotechnology · 2026 · 7 claims · 5 setups

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  Structured, recurrent promoter variation in epigenetically regulated operons is a novel layer of functional adaptation in Salmonella, complementing genetic and epigenetic mechanisms.

  complete annotated 220-nucleotide opvab comparative correlation blastn

• WeavePop: a bioinformatics workflow to explore and analyze genomic variants of eukaryotic populations.

  PMID 41685638 · PMC13042275 · G3 (Bethesda, Md.) · 2026 · 8 claims · 7 setups

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  WeavePop is a novel Snakemake-based, reproducible, scalable workflow that performs reference-based read mapping, assembly, annotation, small variant calling/effect prediction, and CNV detection for eukaryotic haploid organisms

  neoformans reference-based read windowed

• Sequence and chemical specificity define the functional landscape of intrinsically disordered regions.

  PMID 41688823 · PMC12904797 · Nature cell biology · 2026 · 8 claims · 8 setups

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  IDR function depends on two distinct but related properties: sequence specificity (motifs) and chemical specificity (distributed multivalent chemistry)

  cerevisiae orthologous abf1 fus1-163 plasmid anti-flag proteome-wide

• The genomic diversity of SARS-CoV-2 Omicron lineages collected during routine sentinel surveillance in Tanzania between November 2022 and July 2023.

  PMID 41688918 · PMC13011721 · BMC genomics · 2026 · 8 claims · 5 setups

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  Seven Omicron Nextstrain clades were identified among Tanzanian sequences, with clades 22F (XBB*) and 22E (BQ.1) predominant, comprising 56.3% and 21.35% of samples respectively

  nasal sars-cov-2-positive multiplexed tanzanian rt-qpcr whole-genome bioinformatic

• Protocol to perform cell-type-specific transcriptome-wide association study using scPrediXcan framework.

  PMID 41689808 · PMC12925207 · STAR protocols · 2026 · 6 claims · 6 setups

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  scPrediXcan enables cell-type-specific transcriptome-wide association studies (TWAS) by integrating deep learning-based prediction of gene expression from DNA sequence and epigenetic features.

  acinar individual-level geuvadis beta mlp-based personalized elastic-net

• 96 sample parallel acoustic fragmentation for high throughput next generation sequencing library preparation.

  PMID 41701697 · PMC12912608 · PloS one · 2026 · 8 claims · 7 setups

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  Nanodroplets facilitate parallel fragmentation of up to 96 genomic DNA samples in a modified/adapted Qsonica sonication device using inexpensive PCR plates.

  gdna yeast fragmented acoustic gel ngs

• 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

• Directing stem cell differentiation by chromatin state approximation.

  PMID 41734818 · PMC12956330 · Nucleic acids research · 2026 · 8 claims · 8 setups

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  Greedy selection of culture conditions by chromatin (ATAC-seq) distance to target is a viable optimisation strategy for differentiation protocols

  cd34+ cd34+-derived erythroid bone atac-seq flow rt-qpcr

• Dynamics of gut bacteriophage in diversity outbred mice studied over lifespan and during extreme caloric restriction.

  PMID 41772715 · PMC12983593 · Microbiome · 2026 · 8 claims · 8 setups

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  Quiescent prophages dominate gut viral metagenomes, consistent with 'piggyback-the-winner' dynamics

  fecal metagenomic custom subset shotgun viral kraken2-based