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).

• Simultaneous epigenomic profiling and regulatory activity measurement using e2MPRA.

  PMID 41535307 · PMC12913623 · Nature communications · 2026 · 8 claims · 8 setups

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  e2MPRA, combining lentiviral integration-based MPRA with CUT&Tag or ATAC-seq, enables simultaneous measurement of regulatory activity, protein binding, and epigenetic modification of the same synthetic CRE sequences.

  hepg2 lentimpra atac-seq h3k27ac

• Gli3R-mediated inhibition of hedgehog signaling alters the embryonic transcriptome in zebrafish.

  PMID 41546624 · PMC12958812 · G3 (Bethesda, Md.) · 2026 · 8 claims · 5 setups

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  Ubiquitous overexpression of zGli3R (Tg(ubb:zGli3R)) causes widespread changes to the 30 hpf zebrafish embryonic transcriptome

  hpf dpf bulk gene bright-field

• TSniffer: unbiased de novo identification of RNA editing sites and quantification of editing activity in RNA-seq data.

  PMID 41549280 · PMC12838065 · Genome biology · 2026 · 8 claims · 6 setups

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  TSniffer is a novel tool that uses a rolling window Fisher's exact test approach to identify RNA editing sites (TsRegions) de novo in RNA-seq data without relying on editing databases or two-sample differential comparison.

  type hela mm10 brain rna-seq genomic database

• RUMINA: high-throughput deduplication of unique molecular identifiers for amplicon and whole-genome sequencing with enhanced error correction.

  PMID 41734278 · PMC12975283 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

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  RUMINA improves detection accuracy of ultra-low frequency SNVs (0.01%-1%) compared to UMI-tools and UMICollapse

  hiv simulated empirical clinical simulated umi iclip

• Chronic Hypoxia Disrupts Spermatogenesis Through ASXL2-EZH2-Mediated Microtubule Destabilization.

  PMID 41782374 · PMC13159132 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  Chronic hypoxia disrupts spermatogenesis by blocking the round-to-elongated spermatid transition, governed by the ASXL2–EZH2 axis

  testes seminiferous sperm including single-cell western transmission

• Multimodal framework for the joint analysis of single-cell RNA and T cell receptor sequencing data predicts T cell response to cancer immunotherapy.

  PMID 41820396 · PMC13121706 · Nature communications · 2026 · 8 claims · 7 setups

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  TRIM, a conditional multi-modal variational autoencoder integrating paired scRNAseq and scTCRseq data, predicts T cell clonality and transcriptional states at unmeasured tissue sites/timepoints.

  hnscc colorectal pan-cancer tcr paired umap convolutional

• Evaluating the Utilities of Foundation Models in Single-Cell Data Analysis.

  PMID 41869863 · PMC13170260 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  Among ten/eleven evaluated single-cell FMs, scGPT, Geneformer, and CellFM are the top models considering both performance and user accessibility

  scrna-seq unpaired single-cell scgpt batch multi-omic cell-type

• A novel deep learning-driven framework for improving lncRNA comprehensive annotation with LncADeep 2.0.

  PMID 41923359 · PMC13090826 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 8 setups

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  LncADeep 2.0 outperforms LncADeep and other existing tools for lncRNA identification on both GENCODE annotated transcripts and independent RNA-seq data

  lncrna hypertrophic gencode lncrna-protein-mirna mlp-based independent ablation

• Long non-coding RNA profiling of hypertrophic cardiomyopathy in mice.

  PMID 41942516 · PMC13230700 · Scientific data · 2026 · 6 claims · 8 setups

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  This study presents a transcriptome-wide RNA-Seq dataset delineating differentially expressed lncRNAs in left ventricle of the TNNT2 ∆160 HCM mouse model (n=31 TG, n=33 nTG).

  left fastq rna-seq lncrna bulk fastqc read

• AICellType: a large language model-based platform for accurate cell type annotation.

  PMID 42001469 · PMC13092268 · Briefings in bioinformatics · 2026 · 8 claims · 8 setups

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  Claude 3.5 Sonnet achieved the best overall performance among 79 benchmarked LLMs for cell type annotation, balancing accuracy, robustness, speed, and cost-efficiency

  single-cell immune pbmc in-house llm-based scrna-seq spatial

• The genome sequence of the gastric gland parasite, Cryptosporidium proliferans.

  PMID 42063550 · PMC13125899 · iScience · 2026 · 8 claims · 8 setups

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  Sequenced the C. proliferans genome using short- and long-read technology, producing the most complete gastric Cryptosporidium assembly to date

  proliferans apicomplexan cryptosporidium genome ploidy busco

• IMIREG: a lineage-resolved regulon signature unveiling immune engagement archetypes and predicting immunotherapy response across diverse cancers.

  PMID 42092126 · PMC13234301 · NPJ precision oncology · 2026 · 8 claims · 8 setups

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  IMIREG, a 14-regulon transcriptional signature, robustly predicts clinical benefit from ICB across 50 immunotherapy cohorts (52 treatment arms) spanning 16 cancer types with mean AUROC = 0.71

  imvigor210 matched gtex healthy bulk scrna-seq pathway

• InSituPREP enables 3D single-cell mapping of interaction-associated gene programs in the breast cancer tumor microenvironment.

  PMID 42109251 · PMC13158666 · Nucleic acids research · 2026 · 8 claims · 6 setups

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  InSituPREP is a computational framework that quantifies proximity-associated gene programs across multiple analytical layers (binary contacts, graded distance, density, triplets, RNA velocity) in 3D single-cell spatial data

  breast adjacent exseq-imaged exseq-derived expansion 16s scrna-seq

• Recent additions and improvements to the Onto-Tools.

  PMID 15980579 · PMC1160233 · Nucleic acids research · 2005 · 7 claims · 3 setups

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  The Onto-Tools back-end database was redesigned around the Entrez Gene data model after NCBI phased out LocusLink in February 2005.

  homo example mus functional pathway cross-database

• Comparative genomics of Lbx loci reveals conservation of identical Lbx ohnologs in bony vertebrates.

  PMID 18541024 · PMC2446394 · BMC evolutionary biology · 2008 · 8 claims · 3 setups

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  Extant bony vertebrates (osteichthyans) retain only Lbx1- and Lbx2-type genes; no distinct Lbx3/Lbx4 proteins exist.

  osteichthyan aligned genome blast maximum comparative

• Clinical and genotypic findings in HIV-infected patients with the K65R mutation failing first-line antiretroviral therapy in Nigeria.

  PMID 19644383 · PMC2815152 · Journal of acquired immune deficiency syndromes (1999) · 2009 · 8 claims · 3 setups

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  K65R mutation is present in a substantial proportion (10.9%) of Nigerian patients failing first-line ART, including many with no prior tenofovir exposure

  plasma k65r-positive hiv-1 comparative clinical

• CERTOMICS: trusted single-cell multiomics pipeline for high-resolution profiling of adoptive cellular immunotherapies.

  PMID 41741362 · PMC13008325 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 2 setups

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  CERTOMICS is a Nextflow-based, CAR-aware pipeline for standardized single-cell multiomics profiling (GEX, V(D)J, ADT) of CAR-engineered cellular immunotherapies

  publicly multi-modal single-cell sequencing

• Enhancing cell subpopulation discovery in cancer by integrating single-cell transcriptome and expressed variants.

  PMID 41647537 · PMC12869734 · Fundamental research · 2026 · 6 claims · 3 setups

  Has reproduction · 68

  scCluster, an end-to-end deep clustering model integrating gene expression and expressed variant (eSNP) features, stratifies cell subpopulations in cancer scRNA-seq data.

  raw real-world expressed gene deep

• Molecular helminthology in the Rockies. Keystone Symposium on Molecular Helminthology, Copper Mountain, Colorado, USA, 9-13 April 2005.

  PMID 15998458 · PMC1175981 · Genome biology · 2005 · 8 claims · 8 setups

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  The Schistosoma mansoni genome (~300 Mb) is nearing completion via whole-genome shotgun sequencing at ninefold coverage, with an estimated 15,000-20,000 protein-coding genes

  schistosoma brugia ancylostoma echinococcus whole-genome interference transgenesis

• The PeptideAtlas project.

  PMID 16381952 · PMC1347403 · Nucleic acids research · 2006 · 8 claims · 5 setups

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  PeptideAtlas provides an automated repository that identifies peptides by MS/MS, statistically validates identifications, and maps them to eukaryotic genomes to enable data exchange and integration with genomic data.

  plasma drosophila yeast tandem sequence