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).

• AutoGERN: single-cell RNA-seq gene regulatory network inference via explicit link modeling and adaptive architectures.

  PMID 41871930 · PMC13064981 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 3 setups

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  AutoGERN explicitly models regulatory information in the message-passing space via learned link (edge) embeddings, which are scored by a lightweight MLP to infer TF–target interactions.

  seven same scrna-seq-based chip-seq cold-start

• scGeno: a Hidden Markov Model approach to denoise chromosome-scale genotypes from single-cell data.

  PMID 41982479 · PMC13075984 · Bioinformatics advances · 2026 · 7 claims · 4 setups

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  scGeno, a categorical HMM, infers chromosome-level genotype states in mixed-genotype organisms by modeling sequential single-cell allelic expression ratios along chromosomes

  wild-type dnmt1 synthetic embryo single-cell posterior down-sampling

• A novel GCAP1(N104K) mutation in EF-hand 3 (EF3) linked to autosomal dominant cone dystrophy.

  PMID 18706439 · PMC2584361 · Vision research · 2008 · 8 claims · 7 setups

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  A novel N104K mutation in GCAP1's third EF-hand (EF3) motif was identified in two affected members of a family with autosomal dominant cone dystrophy, the first naturally occurring mutation in the EF3 Ca2+-binding loop.

  genomic patients high recombinant pcr full-field paired-flash

• Integrated multi-omic atlas reveals the hierarchy of spatiotemporal regulatory networks of mouse gastrulation.

  PMID 41526381 · PMC12902073 · Nature communications · 2026 · 8 claims · 8 setups

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  BioCRE, a novel bi-orientation regression algorithm, more accurately links genes to candidate cis-regulatory elements (CREs) than existing tools Signac and ArchR

  gastrulating gastrula gold-standard embryo single-cell computational promoter

• Public Omics Explorer (POE): Enabling integrative semantic search across GEO omics datasets based on PubMed publications.

  PMID 41282419 · PMC12636342 · Computational and structural biotechnology journal · 2025 · 7 claims · 3 setups

  Has reproduction · 83

  POE performs literature-informed dataset retrieval by semantically linking GEO datasets and ENA records through associated PubMed publications

  geo pubmed-linked sbiobert comparative manual faiss

• Sequencing of 16S rRNA gene: a rapid tool for identification of Bacillus anthracis.

  PMID 12396926 · PMC2730316 · Emerging infectious diseases · 2002 · 7 claims · 4 setups

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  All 86 B. anthracis isolates tested share an identical 16S rRNA gene sequence, designated 16S type 6

  bacillus clinical additional 16s nested comparative

• Automatic discovery of cross-family sequence features associated with protein function.

  PMID 16409628 · PMC1395344 · BMC bioinformatics · 2006 · 8 claims · 6 setups

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  A self-supervised data mining approach can find relationships between sequence features and functional annotations without preconceived functional categories.

  non-redundant same evolved eukaryotic self-supervised experiment self-organizing

• Technology to accelerate pangenomic scanning for unknown point mutations in exonic sequences: cycling temperature capillary electrophoresis (CTCE).

  PMID 17697348 · PMC2042502 · BMC genetics · 2007 · 8 claims · 5 setups

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  CTCE eliminates the need for laboratory optimization of separation conditions for each exonic target sequence.

  pcr-amplified target exonic cycling ctce

• A novel role for mitochondria in regulating epigenetic modification in the nucleus.

  PMID 18458531 · PMC2639623 · Cancer biology & therapy · 2008 · 8 claims · 6 setups

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  Mitochondria regulate epigenetic (DNA methylation) modification in the nucleus

  mcf12a mda-mb-435 143b restriction western bisulfite

• A novel missense mutation in DAX-1 with an unusual presentation of X-linked adrenal hypoplasia congenita.

  PMID 17308433 · PMC3479083 · Hormone research · 2007 · 7 claims · 6 setups

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  A novel C794G transversion causing missense mutation T265R in DAX1 (NR0B1) is responsible for X-linked adrenal hypoplasia congenita in this kindred

  genomic tsa201 unspecified proband sequence modified full-length

• Sequencing DNA methylation and hydroxymethylation at co-occurring chromatin features.

  PMID 41667493 · PMC13002996 · Nature communications · 2026 · 8 claims · 8 setups

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  6-base-CUT&Tag (6B-C&T) simultaneously maps G, A, T, C, 5mC, and 5hmC at antibody-targeted chromatin features on the same DNA fragment

  e14tg2a synthetic mescs mesc 6-base-cut&tag standard exonuclease

• Detection of germline BRCA1 mutations by Multiple-Dye Cleavase Fragment Length Polymorphism (MD-CFLP) method.

  PMID 11556835 · PMC2375072 · British journal of cancer · 2001 · 6 claims · 4 setups

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  MD-CFLP can detect DNA sequence alterations (single-base substitutions, small insertions/deletions) in BRCA1 fragments longer than 1 kb

  brca1 direct pcr multiple-dye

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

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

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  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

• Spatial transcriptomics maps host-gut microbiome biogeography at high resolution.

  PMID 41792309 · PMC13171632 · Nature microbiology · 2026 · 7 claims · 6 setups

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  Enzymatic in situ polyadenylation increases bacterial RNA recovery in oligo(dT)-based spatial transcriptomics arrays by up to ~100-fold while preserving host gene capture

  apc-deficient heart ileum fresh-frozen spatial high-resolution bulk

• Calibrating tissue level PDE models of ligand dynamics using single cell and spatial transcriptomics data.

  PMID 41714655 · PMC13039149 · NPJ systems biology and applications · 2026 · 8 claims · 8 setups

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  scRNA-seq and spatial transcriptomics data provide a rich, underused source of information for calibrating tissue-scale PDE models of ligand dynamics.

  skin combined annotated scrna-seq single-cell spatial cell2location

• Wnt3-mediated fibrosis and carcinogenesis of lung squamous cell carcinoma in idiopathic pulmonary fibrosis.

  PMID 42063567 · PMC13127482 · iScience · 2026 · 8 claims · 8 setups

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  LUSC arising within UIP originates from AT2-derived metaplastic basal cells

  fresh-frozen same scrna-seq paired single-cell copy ligand-receptor

• In vivo single-cell RNA metabolic labeling resolves early transcriptional responders in the regenerating zebrafish heart.

  PMID 42086590 · PMC13144409 · Nature communications · 2026 · 8 claims · 5 setups

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  SLAM-seq (4sU metabolic labeling with T-to-C conversion detection) can be established and quantified in the adult zebrafish heart at the bulk level

  zebrafish macrophage-like bulk scslam-seq pathway

• Protocol for quantifying interaction patterns among genomic alterations in cancer.

  PMID 41686643 · PMC12915222 · STAR protocols · 2026 · 6 claims · 5 setups

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  Background-aware permutation strategies that constrain permutation per gene and per sample enable robust, scalable inference of condition-specific (context-aware) genetic interactions across cancer cohorts

  msk-met somatic copy-number binary

• LIMPIC: a computational method for the separation of protein MALDI-TOF-MS signals from noise.

  PMID 17386085 · PMC1847688 · BMC bioinformatics · 2007 · 7 claims · 4 setups

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  LIMPIC is a computational method for detecting protein peaks from linear-mode MALDI-TOF-MS data using background noise reduction and baseline removal followed by non-uniform threshold peak detection and multi-spectra detection-rate classification.

  in-vitro plasma maldi-tof signal baseline

• OptiType: precision HLA typing from next-generation sequencing data.

  PMID 25143287 · PMC4441069 · Bioinformatics (Oxford, England) · 2014 · 8 claims · 8 setups

  Has reproduction · 95

  OptiType, an ILP-based HLA genotyping algorithm, produces accurate four-digit HLA-I predictions from NGS data not enriched for the HLA cluster.

  colorectal lymphoblastic hapmap genomes rna-seq low-coverage exome