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).

• Single-cell ATAC-seq analysis of human embryoid bodies reveals crucial transcription factor networks involved in early germ layer specification.

  PMID 41906160 · PMC13154528 · Cell & bioscience · 2026 · 7 claims · 7 setups

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  scATAC-seq of human EBs can classify cells into the three germ layers and, via pseudotime analysis, identify 'early committed cells' at the onset of each germ layer.

  embryoid embryonic hescs single-cell mesendoderm neural

• GEMmaker: process massive RNA-seq datasets on heterogeneous computational infrastructure.

  PMID 35501696 · PMC9063052 · BMC bioinformatics · 2022 · 6 claims · 3 setups

  Has reproduction · 67

  GEMmaker, an nf-core compliant Nextflow workflow, can quantify gene expression from small to massive RNA-seq datasets while remaining reproducible via versioned containerized software.

  oryza arabidopsis generic rna-seq workflow

• Comprehensive Transcriptome Analysis Reveals Genome-Wide Changes Associated with Endoplasmic Reticulum (ER) Stress in Potato (Solanum tuberosum L.).

  PMID 36430273 · PMC9696714 · International journal of molecular sciences · 2022 · 8 claims · 3 setups

  Has reproduction · 62

  TM treatment of potato leaves produces widespread, time-dependent differential gene expression associated with ER stress and the UPR

  potato rna-seq gene alternative

• PrimerSeq: Design and visualization of RT-PCR primers for alternative splicing using RNA-seq data.

  PMID 24747190 · PMC4411361 · Genomics, proteomics & bioinformatics · 2014 · 8 claims · 3 setups

  Has reproduction · 90

  PrimerSeq is a user-friendly stand-alone software with a GUI for systematic design and visualization of RT-PCR primers for alternative splicing analysis using user-provided RNA-seq data.

  heart genome rna-seq rt-pcr

• Genome-wide nucleosome and transcription factor responses to genetic perturbations reveal chromatin-mediated mechanisms of transcriptional regulation.

  PMID 41365655 · PMC12758391 · Genome research · 2026 · 8 claims · 3 setups

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  A factor-agnostic MNase-seq chromatin occupancy profiling (COP) approach can simultaneously capture genome-wide TF and nucleosome occupancy at near-nucleotide resolution from a single assay

  saccharomyces cerevisiae mnase-seq gene

• Improved reconstruction of transcripts and coding sequences from RNA-seq data.

  PMID 41700087 · PMC12910111 · Nucleic acids research · 2026 · 7 claims · 3 setups

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  GeMoSeq combines combinatorial enumeration of candidate transcripts, splitting heuristics, and likelihood-based (EM) quantification for transcript reconstruction from RNA-seq data

  arabidopsis nicotiana mapped rna-seq-based combined read

• Interactive analysis of single-cell trajectories in 3D space with Cell Journey.

  PMID 41773942 · PMC13042281 · GigaScience · 2026 · 7 claims · 3 setups

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  Cell Journey is an interactive platform for computing and visualizing RNA velocity-based single-cell trajectories in 3D space.

  pancreatic bone hematopoietic scrna-seq cite-seq clonal

• Revealing transcriptomic responses in Escherichia coli during early antibiotic exposure.

  PMID 41805196 · PMC13098195 · mSystems · 2026 · 8 claims · 3 setups

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  E. coli's early antibiotic response follows an integrated three-phase model: an immediate/sustained primary stress response, a transient secondary redox-restoring response, and a tertiary response supporting long-term survival via metabolic remodeling and antibiotic-specific defenses.

  escherichia rna-seq independent

• Scalable nonparametric clustering with unified marker gene selection for single-cell RNA-seq data.

  PMID 41825449 · PMC13030991 · Cell reports methods · 2026 · 7 claims · 3 setups

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  NCLUSION matches the performance of state-of-the-art single-cell clustering techniques with significantly reduced runtime

  brain-large scdesign3-simulated facs-purified scrna-seq simulated

• 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

• Loss of CD4(+) T cell-intrinsic arginase 1 accelerates Th1 response kinetics and reduces lung pathology during influenza infection.

  PMID 37572656 · PMC10576612 · Immunity · 2023 · 8 claims · 8 setups

  Has reproduction · 68

  Arg1 is highly and specifically induced in lung CD4+ T cells during in vivo influenza infection

  flow-sort-purified lung cd4+ congenically rna-seq flow expression

• Agent-based modeling of cellular dynamics in adoptive cell therapy.

  PMID 41673469 · PMC13004971 · Communications biology · 2026 · 7 claims · 7 setups

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  ABMACT, an agent-based model of adoptive cell therapy, recapitulated cellular dynamics in two cancer preclinical models (lymphoma and glioblastoma mouse models).

  xenograft il-15-armored cord shanley scrna-seq autonomous rechallenge

• Bayesian inference of RNA velocity incorporating timepoints, lineage bifurcations, and count data.

  PMID 41860983 · PMC13021174 · PLoS computational biology · 2026 · 8 claims · 8 setups

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  VeloVAE significantly outperforms previous RNA velocity methods in data fit, accuracy of inferred differentiation directions, and transcription rate estimation.

  pancreas developing induced embryo scrna-seq

• HArmonized single-cell RNA-seq Cell type Assisted Deconvolution (HASCAD).

  PMID 37907883 · PMC10619225 · BMC medical genomics · 2023 · 6 claims · 4 setups

  Has reproduction · 67

  Removal of batch effects in reference scRNA-seq datasets (via Harmony-Symphony) benefits the task of cell composition deconvolution

  pbmc derived tcga-lihc scrna-seq simulated bulk

• ChIP-seq Data Processing and Relative and Quantitative Signal Normalization for Saccharomyces cerevisiae.

  PMID 40364978 · PMC12067309 · Bio-protocol · 2025 · 8 claims · 6 setups

  Has reproduction · 100

  Spike-in normalization, though semiquantitative, often fails to reliably support comparisons within and between ChIP-seq samples.

  cerevisiae pombe sequenced concatenated chip-seq fastq read

• Viewing RNA-seq data on the entire human genome.

  PMID 28979763 · PMC5605993 · F1000Research · 2017 · 8 claims · 3 setups

  Has reproduction · 50

  RNA-Seq Viewer is a web application that visualizes genome-wide RNA-seq expression data pulled from NCBI's SRA and GEO databases using Ideogram.js

  sra web gzip-compressed rna-seq client-side network

• scSurv: a deep generative model for single-cell survival analysis.

  PMID 41429574 · PMC12797213 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  scSurv combines a Cox proportional hazards model with a deep generative model (VAE) of single-cell transcriptomes to estimate individual cellular contributions to clinical outcomes

  simulated tcga melanoma renal scrna-seq bulk single-cell

• TiRank prioritizes phenotypic niches in tumor microenvironment for clinical biomarker discovery.

  PMID 41689080 · PMC12910759 · Genome medicine · 2026 · 7 claims · 4 setups

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  TiRank is a framework that integrates scRNA-seq, ST, and bulk transcriptomes using an REO-transformation module and multitask transfer learning to align data into a unified embedding space for prioritizing clinically relevant spatial niches

  benchmark pan-cancer gastric independent scrna-seq bulk spatial

• SeqExpressionAnalyser: An R Package for Automated End-to-End RNA-Seq Analysis From Reads to Differential Expression.

  PMID 41602550 · PMC12833196 · Bioinformatics and biology insights · 2026 · 8 claims · 2 setups

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  SeqExpressionAnalyser is a novel R package/Shiny web application that provides the first R-based, fully integrated interface for interactive end-to-end RNA-Seq differential gene expression analysis, from FASTQ reads to results.

  escherichia mammary rna-seq

• Hypergraph representations of single-cell RNA sequencing data for improved cell clustering.

  PMID 41896196 · PMC13070707 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  Unipartite network projections (e.g. cell/gene co-expression networks) of scRNA-seq data lose higher-order information and are an inefficient, inflated representation of sparse transcriptomic data

  pancreas brain lung simulated scrna-seq simulated