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).

• Metagenomic and Untargeted Metabolomic Analysis of the Effect of Sporisorium reilianum Polysaccharide on Improving Obesity.

  PMID 37107373 · PMC10137368 · Foods (Basel, Switzerland) · 2023 · 8 claims · 4 setups

  Has reproduction

  SRP reduces body weight gain and improves serum lipid levels (TG, TC, LDL-c, HDL-c) and liver enzyme function (ALT, AST) in HFD rats, especially at the high dose

  sprague liver fecal feeding histopathology fecal

• 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

• Dental Plaque Microbial Resistomes of Periodontal Health and Disease and Their Changes after Scaling and Root Planing Therapy.

  PMID 34287005 · PMC8386447 · mSphere · 2021 · 8 claims · 7 setups

  Has reproduction · 76

  Periodontitis significantly alters dental plaque microbial community diversity and structure compared to healthy and treated states

  dental metagenomic taxonomic arg

• Sequential structure probing of cotranscriptional RNA folding intermediates.

  PMID 40450030 · PMC12126503 · Nature communications · 2025 · 8 claims · 6 setups

  Has reproduction · 77

  TECprobe-LM (linked-multipoint Transcription Elongation Complex RNA structure probing) directly measures cotranscriptional rearrangement of RNA structures by sequentially arresting RNAP at two or more template positions and chemically probing nascent RNA at each point

  coli beijerinckii srp tecprobe-lm denaturing tecprobe-vl

• Distributed biotin-streptavidin transcription roadblocks for mapping cotranscriptional RNA folding.

  PMID 28398514 · PMC5499547 · Nucleic acids research · 2017 · 6 claims · 6 setups

  Has reproduction · 77

  Randomly distributed biotin–SAv roadblocks in cotranscriptional SHAPE-Seq identify the same RNA structural transitions related to a riboswitch decision-making process as EcoRI E111Q roadblocking

  coli randomly bacillus radiolabeled pellet greb

• FEDRANN: effective long-read overlap detection based on dimensionality reduction and approximate nearest neighbors.

  PMID 42102720 · PMC13201080 · GigaScience · 2026 · 8 claims · 6 setups

  Full-text index only

  A pipeline combining IDF transformation, sparse random projection (SRP), and NNDescent (the FEDRANN strategy) enables accurate overlap detection across diverse long-read datasets

  real same chromosome genome overlap exact simulated

• Comprehensive benchmarking of large language models for RNA secondary structure prediction.

  PMID 40205851 · PMC11982019 · Briefings in bioinformatics · 2025 · 7 claims · 4 setups

  Has reproduction · 88

  Existing RNA-LLMs had not previously been evaluated for secondary structure prediction in a unified, fair experimental setup with the same datasets and prediction model.

  archiveii bprna large-scale secondary cross-family self-supervised

• Fungal metabarcoding data integration framework for the MycoDiversity DataBase (MDDB).

  PMID 32463383 · PMC7734503 · Journal of integrative bioinformatics · 2020 · 7 claims · 4 setups

  Has reproduction · 78

  Public fungal metabarcoding raw DNA data and their associated environmental metadata in sequence archives are heterogeneously annotated and lack a uniform processing pipeline, preventing large-scale biodiversity/distribution assessments.

  selected pubmed sra collection-site pdf pubmed sra

• Single-Cell Sequencing of iPSC-Dopamine Neurons Reconstructs Disease Progression and Identifies HDAC4 as a Regulator of Parkinson Cell Phenotypes.

  PMID 30503143 · PMC6327112 · Cell stem cell · 2019 · 8 claims · 8 setups

  Has reproduction · 30

  Single-cell transcriptomic analysis of GBA-N370S iPSC-derived dopamine neurons identifies a progressive axis of gene expression variation leading to endoplasmic reticulum stress.

  facs-purified ipsc-derived core bulk single-cell facs

• Widespread nitrous oxide undersaturation in farm waterbodies creates an unexpected greenhouse gas sink.

  PMID 31036633 · PMC6525509 · Proceedings of the National Academy of Sciences of the United States of America · 2019 · 8 claims · 7 setups

  Has reproduction · 87

  The majority (67%) of small agricultural reservoirs surveyed were undersaturated in N2O and thus acted as atmospheric N2O sinks despite being highly eutrophic and N-rich

  small same reservoir dissolved water physical

• Diversity and Structure of the Prokaryotic Community in Tropical Monomictic Reservoir.

  PMID 40072582 · PMC11903632 · Microbial ecology · 2025 · 7 claims · 6 setups

  Has reproduction

  Diversity and structure of the prokaryotic community exhibit spatio-temporal variations driven by the annual circulation-stratification hydrodynamic cycle.

  water 16s vertical 16s sequence water

• GlASS - Global Aggregation of Stream Silica.

  PMID 41115898 · PMC12537932 · Scientific data · 2025 · 8 claims · 4 setups

  Has reproduction · 89

  GlASS harmonizes dissolved Si, N, and P chemistry, daily discharge, and watershed characteristic data for 421 rivers across 8+ climate zones into a single public database.

  rivers watersheds sites river daily remote

• ZAP targets aberrant mRNA transcripts encoding proteins with defective signal peptides for degradation.

  PMID 41820617 · PMC13084044 · The EMBO journal · 2026 · 8 claims · 7 setups

  Has reproduction · 50

  ZAP (ZC3HAV1/PARP13) is a key component of the RAPP quality control pathway

  k562 zap-s rt-qpcr western immunofluorescence

• stDyer-image improves clustering analysis of spatially resolved transcriptomics and proteomics with morphological images.

  PMID 41692960 · PMC12960910 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups

  Has reproduction · 75

  stDyer-image directly associates the image modality with predicted cluster labels rather than using images to enhance/impute gene expression data

  non-small morphology brain breast spatial image

• BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization.

  PMID 41266599 · PMC12635123 · Communications biology · 2025 · 8 claims · 8 setups

  Has reproduction · 50

  BiRNA-BERT uses adaptive dual-tokenization that dynamically selects nucleotide-level (NUC) or byte-pair encoding (BPE) tokens based on input sequence length

  rfam plant lncrna-mirna sequences unsupervised mirna-lncrna length-binned

• Sediment Resuspension as a System-Wide Driver of Legacy and Bioavailable Phosphorus Release in Lake Erie.

  PMID 41960750 · PMC13130958 · Environmental science & technology · 2026 · 7 claims · 8 setups

  Has reproduction · 90

  Sediment resuspension is a major episodic internal phosphorus source releasing bioavailable P far exceeding previously reported aerobic diffusive fluxes.

  western sediment lake great sediment sequential beryllium-7

• A machine learning approach uncovers principles and determinants of eukaryotic ribosome pausing.

  PMID 39423268 · PMC11488575 · Science advances · 2024 · 8 claims · 5 setups

  Full-text index only

  An unsupervised ML pipeline using the extended isolation forest (EIF) algorithm can reliably detect ribosome pausing sites from noisy, coverage-biased RiboSeq data across expression levels

  saccharomyces simulated yeast riboseq simulated comparative

• SNP-RFLPing: restriction enzyme mining for SNPs in genomes.

  PMID 16503968 · PMC1386656 · BMC genomics · 2006 · 8 claims · 2 setups

  Full-text index only

  SNP-RFLPing accepts three flexible input types (dbSNP rs#/ss# IDs, HUGO gene name/Entrez gene ID, or free-form SNP-in-sequence including IUPAC or [dNTP1/dNTP2] formats) for human, rat, and mouse genomes

  software existing string-matching feature

• Verrucomicrobia are prevalent in north-temperate freshwater lakes and display class-level preferences between lake habitats.

  PMID 29590198 · PMC5874073 · PloS one · 2018 · 8 claims · 6 setups

  Has reproduction · 99

  Verrucomicrobia is a highly abundant phylum in north-temperate freshwater lakes, ranking 4th most abundant on average (range 1.7–41.7%)

  bacterial same verrucomicrobia community 16s environmental linear

• Metatranscriptomics From a Small Aquatic System: Microeukaryotic Community Functions Through the Diurnal Cycle.

  PMID 32523568 · PMC7261829 · Frontiers in microbiology · 2020 · 6 claims · 6 setups

  Has reproduction · 97

  Photosynthesis-related and translational transcripts are upregulated at midday (high light) compared to night/darkness in the pond microeukaryotic community

  microeukaryotic phytoplankton pond filtered metatranscriptomics accessory situ