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).

• Predicting the protein interaction landscape of a free-living bacterium with pooled-AlphaFold3.

  PMID 41559189 · PMC13047044 · Molecular systems biology · 2026 · 8 claims · 6 setups

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  Pooled-AlphaFold3 prediction improves accuracy of genome-scale PPI screens compared to a paired approach while reducing inference time (~2-fold) and job count (~100-fold)

  mycoplasma subset genitalium simulated pooled paired benchmarking

• 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

• Nonsense-mediated mRNA decay orchestrates neuronal migration and cortical lamination while modulating Reelin and ciliary gene regulatory networks.

  PMID 41746809 · PMC13042203 · Cell reports · 2026 · 8 claims · 8 setups

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  UPF2-mediated NMD is required for proper cortical lamination; conditional Upf2 deletion in radial glia disrupts layering of TBR1+/SATB2+ and CTIP2+/CUX1+ neurons.

  cortex embryonic cortical neural immunofluorescence utero co-electroporation

• RAPseq enables large-scale identification of RBP-RNA interactions and reveals essentials of post-transcriptional gene regulation.

  PMID 41755635 · PMC12956339 · Nucleic acids research · 2026 · 7 claims · 8 setups

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  RAPseq is a novel in vitro, antibody-free and cross-linking-free method that profiles RBP binding to native cellular RNA transcriptome-wide using recombinant Halo-tagged RBPs and affinity purification followed by sequencing.

  hepg2 hur igf2bp1 ythdf1 rapseq cross-species co-rapseq

• PhyloRef: A Semi-Automated Workflow for eDNA Reference Database Curation via Phylogenetic Anomaly Detection.

  PMID 41766741 · PMC12946455 · Ecology and evolution · 2026 · 8 claims · 5 setups

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  PhyloRef is a Snakemake-based, semi-automated, phylogeny-guided workflow for eDNA reference database curation

  chondrichthyes actinopterygii mitochondrial aligned phylogenetic sequence automated

• Whole genomes reveal subpopulations and isolation-by-distance patterns in the Norwegian lemming.

  PMID 41787358 · PMC13064042 · BMC biology · 2026 · 8 claims · 8 setups

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  The Norwegian lemming population is geographically structured into distinct subpopulations showing an isolation-by-distance pattern, contrary to earlier microsatellite-based findings of weak structure

  lemmus single norwegian lemmings whole-genome novo principal

• Cell-free DNA methylome and fragmentome analysis for relapse monitoring of Ewing sarcoma.

  PMID 41792463 · PMC13084053 · EMBO molecular medicine · 2026 · 7 claims · 8 setups

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  Combining cfDNA methylome (EwingSign) and fragmentome analysis detects all clinically confirmed relapse events in EwS/CIC patients

  plasma cfdna t7-mbd-seq ichorcna fragment

• The Nuclear and Mitochondrial Genomes of the Lined Rockskipper, Istiblennius lineatus (Teleostei: Blenniidae).

  PMID 42117780 · PMC13195801 · Genome biology and evolution · 2026 · 7 claims · 8 setups

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  A chromosome-scale nuclear genome assembly of I. lineatus (643.23 Mb, 24 pseudochromosomes) was generated using PacBio HiFi reads and Arima Hi-C scaffolding.

  istiblennius lineatus pacbio hi-c rna-seq

• Determining the quality and complexity of next-generation sequencing data without a reference genome.

  PMID 25514851 · PMC4298064 · Genome biology · 2014 · 8 claims · 8 setups

  Has reproduction · 78

  kPAL, an open-source alignment-free package, assesses sequencing data quality and complexity using k-mer frequency profiles and pairwise distances between them, without a reference sequence.

  rna-seq genome wgs exome k-mer rna-seq read

• Trimmomatic: a decade of feature-rich, high-performance NGS read preprocessing.

  PMID 42178219 · PMC13242794 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

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  A high-performance multithreading architecture allows batches of read pairs to be processed independently by a pool of worker threads, scaling efficiently with available hardware.

  manihot same plant wall-clock output cross-tool

• Tight junction-high and CDH17-positive cell population is the source of colorectal cancer liver metastases.

  PMID 41484106 · PMC12881549 · Nature communications · 2026 · 8 claims · 8 setups

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  Loss/inhibition of IKKα unexpectedly promotes, rather than suppresses, CRC liver metastasis in patient-derived organoid (PDO) xenograft models.

  pdo5 pdo5-derived crc dld1 intrasplenic immunohistochemistry kaplan-meier

• Restoring immune homeostasis in atherosclerotic plaques via inorganic violet phosphorus nano-immunotherapy.

  PMID 41494534 · PMC12866099 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  VPNS@P selectively accumulates in immune cells within atherosclerotic plaques (predominantly macrophages and monocytes, partly T and B cells) with minimal off-target uptake by non-immune vascular cells

  vpns@p cell-free raw264.7 bone-marrow-derived tem ros-scavenging cck-8

• An ancient genome duplication event drives the development and evolution of spinnerets in spiders.

  PMID 41533794 · PMC12802834 · Science advances · 2026 · 8 claims · 8 setups

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  A single whole-genome duplication (WGD) event occurred in the Arachnopulmonata stem lineage during the Silurian (~438 Ma), supported by macrosynteny, Ks distributions, and WHALE gene-tree reconciliation.

  luthela chelicerate arachnid gene chromosome-scale phylogenomics macrosynteny

• TSUNAMI: Translational Bioinformatics Tool Suite for Network Analysis and Mining.

  PMID 33705981 · PMC9403021 · Genomics, proteomics & bioinformatics · 2021 · 8 claims · 6 setups

  Has reproduction · 79

  TSUNAMI is a freely accessible web-based tool suite that mines gene co-expression network (GCN) modules from public (GEO, TCGA) or user-uploaded numerical omics data and performs downstream gene set enrichment analysis.

  gse17537 36th first gene circos survival

• A workflow reproducibility scale for automatic validation of biological interpretation results.

  PMID 37150537 · PMC10164546 · GigaScience · 2022 · 8 claims · 4 setups

  Has reproduction · 100

  Comparing output files by checksum alone is insufficient to verify reproducibility, since checksums can differ even when the underlying biological interpretation is unchanged

  nf-core sam vcf workflow checksum biological workflow

• MZPAQ: a FASTQ data compression tool.

  PMID 31171931 · PMC6547476 · Source code for biology and medicine · 2019 · 7 claims · 3 setups

  Has reproduction · 58

  MZPAQ, a hybrid of MFCompress and ZPAQ, outperforms state-of-the-art and general-purpose compression tools on all benchmark datasets in terms of compression ratio

  fastq same compression overall

• Profiling Selective Packaging of Host RNA and Viral RNA Modification in SARS-CoV-2 Viral Preparations.

  PMID 35186917 · PMC8851031 · Frontiers in cell and developmental biology · 2022 · 8 claims · 3 setups

  Has reproduction · 56

  SARS-CoV-2 viral preparations show selective enrichment of specific host tRNAs, tRNA fragments, and SRP RNA compared to uninfected VeroE6 cells

  veroe6 cell-free small large trna

• Complex genetic diseases: controversy over the Croesus code.

  PMID 11532206 · PMC138948 · Genome biology · 2001 · 8 claims · 3 setups

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  The common disease/common variant hypothesis is predicted by population genetic theory (founder population dynamics, mutation-drift-selection balance) and supported by empirical examples such as APOE*E4.

  chromosome northern disease large-scale genome-wide database

• MuPlex: multi-objective multiplex PCR assay design.

  PMID 15980531 · PMC1160138 · Nucleic acids research · 2005 · 8 claims · 3 setups

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  MuPlex is a web-enabled system that designs multiplex PCR assays by selecting primer pairs for SNPs and partitioning them into multiplex-compatible tube sets.

  user-submitted candidate genomic multiplex primer homogeneous

• Application of two machine learning algorithms to genetic association studies in the presence of covariates.

  PMID 19014573 · PMC2620353 · BMC genetics · 2008 · 8 claims · 3 setups

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  The relative performance of RF and MARS for detecting genotype-trait associations depends on both the strategy used to handle covariates and the true underlying model of association (e.g., confounding vs. mediation vs. interaction).

  simulated cohort simulation applied