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).
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Has reproduction · 64
VIGET: A web portal for study of vaccine-induced host responses based on Reactome pathways and ImmPort data.
PMID 37180100 · PMC10172660 · Frontiers in immunology · 2023 · 7 claims · 7 setups
VIGET is a web portal that lets users select vaccines/ImmPort studies, run differential gene expression analysis, and perform Reactome-based pathway enrichment and functional interaction network construction
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Has reproduction · 63
RummaGEO: Automatic mining of human and mouse gene sets from GEO.
PMID 39569206 · PMC11573963 · Patterns (New York, N.Y.) · 2024 · 8 claims · 7 setups
RummaGEO is a gene expression signature search engine built from automatically mined human and mouse RNA-seq perturbation studies in GEO
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Has reproduction · 54
Single-Cell Transcriptome Analysis Revealed Heterogeneity and Identified Novel Therapeutic Targets for Breast Cancer Subtypes.
PMID 37190091 · PMC10137100 · Cells · 2023 · 8 claims · 8 setups
Single-cell transcriptomic analysis of EPCAM+Lin- epithelial cells identified unique gene signatures/markers that distinguish ER+, HER2+, ER+HER2+, and TNBC molecular subtypes
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Has reproduction · 63
Creation of a Single Cell RNASeq Meta-Atlas to Define Human Liver Immune Homeostasis.
PMID 34335581 · PMC8322955 · Frontiers in immunology · 2021 · 7 claims · 7 setups
Independent human liver immune scRNA-seq datasets can be combined into an integrated meta-atlas in which all datasets co-cluster, despite differing cell-type proportions between studies.
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Has reproduction · 84
Elucidating the Prognostic and Therapeutic Implications of Insulin Resistance Genes in Breast Cancer: A Machine Learning-Powered Analysis.
PMID 40427728 · PMC12109394 · Biology · 2025 · 8 claims · 8 setups
A seven-gene IRG prognostic signature (LIFR, EZR, TBC1D4, NSF, RPL5, SAA1, PGK1) predicts overall survival in breast cancer across training and four validation cohorts
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Has reproduction · 100
A comprehensive framework for analysis of microRNA sequencing data in metastatic colorectal cancer.
PMID 35047825 · PMC8759566 · NAR cancer · 2022 · 7 claims · 7 setups
Five miRNAs (Mir-210_3p, Mir-191_5p, Mir-8-P1b_3p [miR-141-3p], Mir-1307_5p, Mir-155_5p) are up-regulated at multiple metastatic sites in colorectal cancer.
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Has reproduction · 71
Comprehensive comparison of gene expression diversity among a variety of human stem cells.
PMID 36458020 · PMC9706419 · NAR genomics and bioinformatics · 2022 · 6 claims · 7 setups
iPSC gene expression is more strongly influenced by tissue origin than other stem cell types, whereas ESCs and somatic stem cells (MSCs, HSCs) are more strongly impacted by culture condition.
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Has reproduction · 77
Hepatocyte dedifferentiation in 2D culture reveals extensive transcriptomic and proteomic rewiring.
PMID 41111196 · PMC12506984 · Hepatology communications · 2025 · 8 claims · 4 setups
24 hours of 2D culturing changes >10,000 genes and ~3000 proteins in primary hepatocytes compared with freshly isolated cells, reflecting major transcriptomic and proteomic rewiring.
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Has reproduction · 85
ScLRTC: imputation for single-cell RNA-seq data via low-rank tensor completion.
PMID 34844559 · PMC8628418 · BMC genomics · 2021 · 8 claims · 8 setups
scLRTC imputes dropout entries closest to the original expression values on simulated datasets, outperforming other state-of-the-art methods by SSE and PCC.
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Has reproduction · 75
Single-cell multiomics analysis of chronic myeloid leukemia links cellular heterogeneity to therapy response.
PMID 39503729 · PMC11540304 · eLife · 2024 · 8 claims · 5 setups
CITE-seq multiomics reveals that each CML patient harbors a unique composition of stem and progenitor cells at diagnosis
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Has reproduction · 75
FEM: mining biological meaning from cell level in single-cell RNA sequencing data.
PMID 34909283 · PMC8641482 · PeerJ · 2021 · 7 claims · 5 setups
The FEM algorithm converts each cell's gene expression matrix (GEM) into a functional expression matrix by applying Fisher's exact test enrichment per cell and per gene set, then encoding adjusted p-values as information content.
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Has reproduction · 80
PanglaoDB: a web server for exploration of mouse and human single-cell RNA sequencing data.
PMID 30951143 · PMC6450036 · Database : the journal of biological databases and curation · 2019 · 7 claims · 7 setups
PanglaoDB is a web server providing pre-processed and pre-computed analyses of >1054 single-cell experiments (>4 million cells) from mouse and human across many tissues and platforms.
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Has reproduction · 70
Circulating mucosal-associated invariant T cells identify patients responding to anti-PD-1 therapy.
PMID 33723257 · PMC7961017 · Nature communications · 2021 · 7 claims · 7 setups
Mucosal-associated invariant T (MAIT) cells are more abundant in the circulation of metastatic melanoma patients who respond to anti-PD-1 therapy than in non-responders, before and during therapy.
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Has reproduction · 67
Unraveling the timeline of gene expression: A pseudotemporal trajectory analysis of single-cell RNA sequencing data.
PMID 37994351 · PMC10663991 · F1000Research · 2023 · 7 claims · 7 setups
A reproducible R-based workflow combines Seurat (QC, clustering, integration), monocle3 (trajectory inference), and edgeR (pseudo-bulk time course analysis) to perform single-cell pseudotemporal time course analysis.
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Has reproduction · 94
iBRIDGE: A Data Integration Method to Identify Inflamed Tumors from Single-cell RNA-Seq Data and Differentiate Cell Type-Specific Markers of Immune-Cell Infiltration.
PMID 37023414 · PMC10236149 · Cancer immunology research · 2023 · 8 claims · 8 setups
Malignant cells cluster by patient in scRNA-seq data while immune and stromal cells cluster by cell type, making malignant cells uniquely suited to carry patient-level inflamed/cold signal
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Has reproduction · 69
Meta-analysis of COVID-19 single-cell studies confirms eight key immune responses.
PMID 34675242 · PMC8531356 · Scientific reports · 2021 · 8 claims · 8 setups
Only 8 of 20 previously published COVID-19 scRNA-seq findings were reproducible across all relevant datasets in a standardized meta-analysis
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Has reproduction · 59
WASP: a versatile, web-accessible single cell RNA-Seq processing platform.
PMID 33736596 · PMC7977290 · BMC genomics · 2021 · 7 claims · 7 setups
WASP is a software platform for processing Drop-Seq-based scRNA-seq data generated with ddSEQ or 10x protocols, combining a Snakemake pre-processing pipeline with an R Shiny post-processing application.
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Has reproduction · 96
In vivo induction of activin A-producing alveolar macrophages supports the progression of lung cell carcinoma.
PMID 36650150 · PMC9845242 · Nature communications · 2023 · 8 claims · 9 setups
Alveolar macrophages support lung cancer cell proliferation and contribute to unfavourable outcomes.
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Has reproduction · 73
Integrated multiomic analysis reveals disulfidptosis subtypes in glioblastoma: implications for immunotherapy, targeted therapy, and chemotherapy.
PMID 38504986 · PMC10950096 · Frontiers in immunology · 2024 · 8 claims · 8 setups
Consensus clustering on 32 disulfidptosis-associated genes stratifies GBM patients into two subtypes, DRGcluster A and B, with distinct survival outcomes.