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).

• Identification and verification of diagnostic biomarkers in recurrent pregnancy loss via machine learning algorithm and WGCNA.

  PMID 37691920 · PMC10485775 · Frontiers in immunology · 2023 · 8 claims · 8 setups

  Has reproduction · 55

  352 DEGs (198 up-regulated, 154 down-regulated) were identified between RPL and control endometrial samples

  endometrial degs hub decidua microarray wgcna machine

• LaSSO, a strategy for genome-wide mapping of intronic lariats and branch points using RNA-seq.

  PMID 24709818 · PMC4079972 · Genome research · 2014 · 8 claims · 8 setups

  Has reproduction · 68

  LaSSO (Lariat Sequence Site Origin) identifies intronic lariat reads and pinpoints branch points genome-wide from RNA-seq data by considering every intronic base as a potential branch point and including all possible exon-skipping lariats.

  schizosaccharomyces pombe rna-seq lasso lariat-specific

• Specific signature biomarkers highlight the potential mechanisms of circulating neutrophils in aneurysmal subarachnoid hemorrhage.

  PMID 36438795 · PMC9685413 · Frontiers in pharmacology · 2022 · 8 claims · 8 setups

  Has reproduction · 80

  A neutrophil-related co-expression gene module (blue module) is significantly associated with aSAH occurrence

  peripheral genes overlapping neutrophil-related microarray weighted kegg

• Integration of multi-omics and machine learning strategies identifies immune related candidate biomarkers in inflammation-associated hypertrophic cardiomyopathy.

  PMID 41080564 · PMC12510942 · Frontiers in immunology · 2025 · 8 claims · 8 setups

  Has reproduction · 85

  Seven key immune-related genes (RNF165, SNCA, SRGN, MARCO, STEAP4, SIGLEC9, TKT) are associated with HCM by intersecting DEGs with MR-identified eQTLs

  left eqtl degs merged bulk two-sample functional

• Biologic diversity of polyomavirus BK genomic sequences: Implications for molecular diagnostic laboratories.

  PMID 18712842 · PMC2906129 · Journal of medical virology · 2008 · 8 claims · 5 setups

  Full-text index only

  Coverage of naturally occurring BKV strains varies substantially among current PCR diagnostic assays due to primer/probe mismatches

  bkv virus sequence primer cross-reactivity

• Machine learning algorithm predicts fibrosis-related blood diagnosis markers of intervertebral disc degeneration.

  PMID 37915003 · PMC10619283 · BMC medical genomics · 2023 · 8 claims · 7 setups

  Has reproduction · 68

  CEP120 and SPDL1 were identified as diagnostic genes for IDD using a random forest model

  blood gse150408 cep120 pbmcs bulk machine single-sample

• Population genomics of the Wolbachia endosymbiont in Drosophila melanogaster.

  PMID 23284297 · PMC3527207 · PLoS genetics · 2012 · 8 claims · 8 setups

  Has reproduction · 93

  Wolbachia infection status can be accurately predicted in silico from whole-genome shotgun sequence of individual host strains, showing 99% concordance with diagnostic PCR.

  melanogaster dgrp complete wolbachia-infected whole-genome diagnostic coverage-based

• Mutations in NYX of individuals with high myopia, but without night blindness.

  PMID 17392683 · PMC2642916 · Molecular vision · 2007 · 7 claims · 5 setups

  Full-text index only

  Two novel NYX missense mutations (Cys48Trp and Arg191Gln) were found in unrelated males with high myopia but no night blindness.

  unrelated individuals high model direct sequencing electroretinogram

• Molecular and clinical genetics of mitochondrial diseases due to POLG mutations.

  PMID 18546365 · PMC2891192 · Human mutation · 2008 · 8 claims · 4 setups

  Full-text index only

  POLG mutations cause at least 6 major heterogeneous phenotypes of neurodegenerative mitochondrial disease (MCHS, Alpers syndrome, ANS, MEMSA, arPEO, adPEO)

  blood parental model sanger parental microsatellite

• Mutation analysis in primary immunodeficiency diseases: case studies.

  PMID 19841577 · PMC2774237 · Current opinion in allergy and clinical immunology · 2009 · 8 claims · 8 setups

  Full-text index only

  Genomic DNA Sanger sequencing is the standard first-line approach for identifying PIDD-causing mutations but has limitations that can yield false-negative or false-positive results

  mother parents ebv-transformed nemo genomic flow northern

• Unlocking the microbial studies through computational approaches: how far have we reached?

  PMID 36920617 · PMC10016191 · Environmental science and pollution research international · 2023 · 8 claims · 8 setups

  Has reproduction

  Metagenomics enables culture-independent study of microbial communities directly from their natural environments, bypassing the need for clonal isolation.

  clinical bacteriophage vaginal hbv ngs random whole-genome

• Detecting unannotated splicing events in short-read RNA-seq with SAMI, a UMI-aware Nextflow pipeline.

  PMID 42166739 · PMC13242923 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups

  Full-text index only

  SAMI is a UMI-aware, Singularity-contained Nextflow pipeline that detects splicing events diverging from transcript annotations directly from raw FASTQ files.

  seraseq simulated small processed targeted simulated computation

• Assignment of Streptococcus agalactiae isolates to clonal complexes using a small set of single nucleotide polymorphisms.

  PMID 18710585 · PMC2533671 · BMC microbiology · 2008 · 7 claims · 6 setups

  Full-text index only

  A four-SNP set (glnA36, glnA429, glcK180, adhP111) identified via the Not-N algorithm plus empirical testing divides GBS into 10 groups concordant with eBURST-defined population structure.

  gbs clinical bioinformatic eburst kinetic

• A novel HRAS substitution (c.266C>G; p.S89C) resulting in decreased downstream signaling suggests a new dimension of RAS pathway dysregulation in human development.

  PMID 22821884 · PMC4166655 · American journal of medical genetics. Part A · 2012 · 8 claims · 6 setups

  Has reproduction · 88

  A novel heterozygous HRAS c.266C>G (p.S89C) germline mutation was identified in two siblings with severe fetal hydrops/pleural effusion (Patient 1) and polyhydramnios/Dandy-Walker malformation (Patient 2).

  cos-7 parental hras genomic ras immunoblotting egf

• Optimizing data-driven excellence: Canada's approach to using pathogen test datasets for quality control, pipeline development and training initiatives.

  PMID 41591806 · PMC12847982 · Microbial genomics · 2026 · 8 claims · 5 setups

  Full-text index only

  Standardized SARS-CoV-2 test datasets (Illumina and Nanopore) were developed as benchmarks for validating sequencing/bioinformatics pipelines across Canadian public health labs

  sars-cov-2 extracted nasopharyngeal bioinformatic whole-genome triplex extraction