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).

• Mitochondrial volume fraction and translation duration impact mitochondrial mRNA localization and protein synthesis.

  PMID 32762840 · PMC7413667 · eLife · 2020 · 8 claims · 8 setups

  Has reproduction · 81

  mRNA localization to mitochondria is condition-dependent: ATP3 mRNA switches from low (diffuse) association in fermentative conditions to strong mitochondrial association in respiratory conditions, while TIM50 is constitutively localized and TOM22 is diffuse.

  cerevisiae computational live-cell single-molecule single-cell

• Large-scale integration of single-cell transcriptomic data captures transitional progenitor states in mouse skeletal muscle regeneration.

  PMID 34773081 · PMC8589952 · Communications biology · 2021 · 8 claims · 7 setups

  Has reproduction · 92

  Large-scale integration of 111 sc/snRNAseq datasets captures rare, transitional myogenic progenitor states (commitment and fusion) that are poorly represented in individual datasets.

  skeletal merged myogenic muscle scrnaseq batch-correction differential

• Wx: a neural network-based feature selection algorithm for transcriptomic data.

  PMID 31324856 · PMC6642261 · Scientific reports · 2019 · 8 claims · 8 setups

  Has reproduction · 50

  The Wx algorithm ranks genes by a discriminative index (DI) score representing classification power for distinguishing given groups, enabling intuitive selection of optimal biomarker genes.

  tcga melanoma lung head bulk single-cell rna-seq

• A mechanistic model captures the emergence and implications of non-genetic heterogeneity and reversible drug resistance in ER+ breast cancer cells.

  PMID 34316714 · PMC8271219 · NAR cancer · 2021 · 7 claims · 8 setups

  Has reproduction · 85

  EMT and tamoxifen-resistance (TamR) regulatory axes can drive one another, enabling non-genetic heterogeneity via six co-existing phenotypes (ES, ER, HS, HR, MS, MR)

  gene same randomized publicly racipe stochastic randomized

• Single-cell analysis of testicular bacterial microbiome changes during aging and effect on reproductive capacity in mice.

  PMID 41438041 · PMC12719757 · iScience · 2025 · 8 claims · 7 setups

  Has reproduction · 78

  INVADE-seq simultaneously captures host and bacterial transcripts to map bacteria-host interactions across diverse testicular cell types at single-cell resolution

  testes testis young testicular invade-seq histology sperm

• Monocytes serve as Shiga toxin carriers during the development of hemolytic uremic syndrome.

  PMID 39871175 · PMC11773931 · Cellular & molecular biology letters · 2025 · 8 claims · 8 setups

  Has reproduction · 84

  Monocytes are the primary carriers that transport Stx2 from the periphery to the kidney during STEC-induced HUS

  peripheral thp-1 cfse-labeled evs single-cell flow toxin-cell

• Boosting accuracy of automated classification of fluorescence microscope images for location proteomics.

  PMID 15207009 · PMC449699 · BMC bioinformatics · 2004 · 8 claims · 8 setups

  Full-text index only

  New classifiers (SVMs, ensembles) and new wavelet-derived (Gabor, Daubechies) features improve recognition of protein subcellular location patterns over the previous neural network approach

  hela automated stepwise training-set-size

• Estimating and Correcting for Off-Target Cellular Contamination in Brain Cell Type Specific RNA-Seq Data.

  PMID 33746712 · PMC7966716 · Frontiers in molecular neuroscience · 2021 · 6 claims · 7 setups

  Has reproduction · 50

  A computational method using high-quality scRNA-seq reference data can estimate per-sample, per-cell-type off-target contamination coefficients in sctRNA-seq datasets.

  brain cortex allen lcm-seq lcm-seq scrna-seq marker

• Deciphering the Immune Microenvironment at the Forefront of Tumor Aggressiveness by Constructing a Regulatory Network with Single-Cell and Spatial Transcriptomic Data.

  PMID 38254989 · PMC10815467 · Genes · 2024 · 8 claims · 8 setups

  Has reproduction · 85

  Combining scRNA-seq and spatial transcriptomics enables inference of malignant cells at the invasive front of the ER+ breast cancer TME and dissection of events at the tumor infiltration forefront

  normal er+ epithelial malignant single-cell spatial copy

• LoRA-TV: read depth profile-based clustering of tumor cells in single-cell sequencing.

  PMID 38877886 · PMC11179121 · Briefings in bioinformatics · 2024 · 6 claims · 2 setups

  Has reproduction · 90

  LoRA-TV jointly processes read-depth profiles of all cells by stacking them into a matrix and applying low-rank approximation plus total-variation smoothing to capture shared genomic signatures for clustering.

  tumor simulated single-cell simulation

• The liver as an immunological barrier redefined by single-cell analysis.

  PMID 32176810 · PMC7218664 · Immunology · 2020 · 8 claims · 8 setups

  Has reproduction · 100

  Single-cell RNA-seq enables unbiased characterization of liver cell states, developmental trajectories and rare immune populations that bulk averaging obscures, redefining liver cell-type mapping.

  c57bl liver whole-liver hepatocytes scrna-seq facs-based plate-based

• Epigenetic loss of heterogeneity from low to high grade localized prostate tumours.

  PMID 34911933 · PMC8674326 · Nature communications · 2021 · 7 claims · 4 setups

  Has reproduction · 79

  Shared chromatin accessibility features among low-grade (Gleason pattern 3) prostate cancer cells are lost in high-grade (Gleason pattern 4) tumours.

  flash-frozen prostate ffpe single-cell bulk cyclic

• Systems spatiotemporal dynamics of traumatic brain injury at single-cell resolution reveals humanin as a therapeutic target.

  PMID 35951114 · PMC9372016 · Cellular and molecular life sciences : CMLS · 2022 · 8 claims · 8 setups

  Has reproduction · 98

  Coordinated gene expression patterns across cell types are disrupted and re-organized by mTBI with distinct regional, cellular, and temporal (24-h vs 7-day) specificity.

  hippocampus frontal peripheral cell-type single-cell svm-based ligand-receptor

• Single-Cell Transcriptome Analysis Revealed Heterogeneity and Identified Novel Therapeutic Targets for Breast Cancer Subtypes.

  PMID 37190091 · PMC10137100 · Cells · 2023 · 8 claims · 8 setups

  Has reproduction · 54

  Single-cell transcriptomic analysis of EPCAM+Lin- epithelial cells identified unique gene signatures/markers that distinguish ER+, HER2+, ER+HER2+, and TNBC molecular subtypes

  breast epcam+cd45-cd8a-cd4-cd19-cd3e cancer identified single-cell differential crispr-cas9

• 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

  Has reproduction · 80

  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.

  grch38 homogeneous per single single-cell clustering cell-type

• Single-cell transcriptional dynamics of flavivirus infection.

  PMID 29451494 · PMC5826272 · eLife · 2018 · 8 claims · 6 setups

  Has reproduction · 90

  viscRNA-Seq simultaneously quantifies whole single-cell host transcriptome and intracellular viral RNA from the same cell, including non-polyadenylated viruses via a virus-specific oligo

  hepatoma single huh7 denv-infected single-cell qpcr loss-of-function

• A single-cell survey of Drosophila blood.

  PMID 32396065 · PMC7237219 · eLife · 2020 · 8 claims · 6 setups

  Has reproduction · 94

  scRNA-seq of Drosophila larval hemocytes across unwounded, wounded, and wasp-infested conditions resolves 17 clusters spanning plasmatocytes, crystal cells, lamellocytes, and a non-hemocyte population.

  drosophila single-cell quantitative bulk

• Single-Cell Sequencing of iPSC-Dopamine Neurons Reconstructs Disease Progression and Identifies HDAC4 as a Regulator of Parkinson Cell Phenotypes.

  PMID 30503143 · PMC6327112 · Cell stem cell · 2019 · 8 claims · 6 setups

  Has reproduction · 30

  A core set of 60 genes captures a continuous pseudotemporal disease axis from control to PD GBA-N370S iPSC-derived dopamine neurons (52 downregulated, 8 upregulated).

  facs-purified facs-sorted ipsc ipsc-derived bulk single-cell facs

• A single cell characterisation of human embryogenesis identifies pluripotency transitions and putative anterior hypoblast centre.

  PMID 34140473 · PMC8211662 · Nature communications · 2021 · 7 claims · 4 setups

  Has reproduction · 90

  The embryonic epiblast progressively transitions from a naïve to a primed pluripotent state as it develops from pre- to post-implantation.

  embryo single-cell logistic immunofluorescence

• Integrative analysis of single-cell RNA-seq and gut microbiome metabarcoding data elucidates macrophage dysfunction in mice with DSS-induced ulcerative colitis.

  PMID 38879692 · PMC11180211 · Communications biology · 2024 · 7 claims · 7 setups

  Has reproduction · 69

  Epithelial cell populations are significantly reduced during acute DSS colitis, reflecting tissue damage, with partial recovery in chronic colitis

  colon gut single-cell 16s western