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).

• Radiogenomics predicts immune microenvironment heterogeneity and response to combination immunotherapy in hepatocellular carcinoma.

  PMID 41555384 · PMC12895822 · Journal of translational medicine · 2026 · 8 claims · 8 setups

  Full-text index only

  A parsimonious 2-gene immune-related signature (IRS = 0.425×KPNA2 + 0.302×SMG5) is significantly associated with immune heterogeneity and response to ICI plus anti-angiogenic combination therapy in HCC

  hcc gse202642 paired hcc-derived bulk single-cell immunohistochemistry

• Analysis of Tumor-Infiltrating T-Cell Transcriptomes Reveal a Unique Genetic Signature across Different Types of Cancer.

  PMID 36232369 · PMC9569723 · International journal of molecular sciences · 2022 · 8 claims · 8 setups

  Has reproduction · 87

  Common genes shared across five cancer types differ from those found in nonmalignant tissue-resident T-cells for each subset (CD4-T, CD8-T, Treg)

  breast lung colorectal melanoma single-cell gene reactome

• Single-cell multiomics analysis of chronic myeloid leukemia links cellular heterogeneity to therapy response.

  PMID 39503729 · PMC11540304 · eLife · 2024 · 8 claims · 5 setups

  Has reproduction · 75

  CITE-seq multiomics reveals that each CML patient harbors a unique composition of stem and progenitor cells at diagnosis

  lin-cd34+ cml cite-seq facs differential

• Long-read sequencing and proteomics reveal blood transcriptome and protein expression profiles in multiple primary lung cancers.

  PMID 41761147 · PMC13059216 · BMC cancer · 2026 · 6 claims · 7 setups

  Full-text index only

  MPC patients exhibit significantly increased blood transcript complexity, with higher numbers of DEGs, DETs, and DTU events than OPLC and HC groups

  blood serum degs ont dia differential

• Integrated analysis of post-transcriptional regulations reveals insights into acute myeloid leukemia.

  PMID 41407883 · PMC12712020 · Communications biology · 2025 · 8 claims · 6 setups

  Has reproduction · 32

  PTRs computed from integrated transcriptomic/proteomic data of 44 AML samples are highly conserved across AML subtypes and with 29 other human tissues, indicating broadly conserved post-transcriptional mechanisms.

  aml tissues eif4a1 rna-seq cross-tissue fast

• Proteogenomic analysis prioritises functional single nucleotide variants in cancer samples.

  PMID 29221171 · PMC5707065 · Oncotarget · 2017 · 8 claims · 6 setups

  Has reproduction · 73

  A customised SAAV peptide database built from RNA-seq/WGS variant calls can be used to search proteomics data and detect single amino acid variant (SAAV)-containing peptides at the protein level

  jurkat rna-seq genome proteomics

• Spatial cartography of human thymus enables the geopositioning of lineage transcription factors in rare mimetic thymic epithelial cells.

  PMID 41807357 · PMC13102919 · Nature communications · 2026 · 7 claims · 7 setups

  Full-text index only

  Generated a high-resolution spatial transcriptomic atlas of human fetal (13,14,17,18w) and paediatric (7w,2y,5y,6y) thymi using Stereo-seq, integrated with scRNA-seq and MACSima/Stereo-CITE proteomics

  fetal paediatric thymus stereo-seq scrna-seq macsima

• An integrated single-cell and spatial proteotranscriptomics atlas of fibroblast-driven immunoregulation within the human adult oral cavity.

  PMID 42147490 · PMC13179517 · Cell press blue · 2026 · 8 claims · 8 setups

  Has reproduction · 85

  Fibroblasts act as central regulators of structural immunity in the human oral cavity, forming peri-epithelial hubs enriched in effector cytokines

  oral ffpe scrna-seq integrated scrna-seq spatial ligand-receptor

• Analysis of a photosynthetic cyanobacterium rich in internal membrane systems via gradient profiling by sequencing (Grad-seq).

  PMID 33793824 · PMC8136920 · The Plant cell · 2021 · 8 claims · 6 setups

  Has reproduction · 100

  Grad-seq resolves complexes with overlapping subunits, such as CpcG1-type versus CpcL-type phycobilisomes or PsaK1 versus PsaK2 photosystem I (pre)complexes, validating the approach.

  synechocystis gradient proteins grad-seq grad-seq denaturing sds-polyacrylamide

• Gpc3 selectively suppresses subcutaneous adipogenesis in diet-induced obesity.

  PMID 41779769 · PMC12978566 · PLoS biology · 2026 · 8 claims · 8 setups

  Full-text index only

  Gpc3 is an obesity-responsive gene exhibiting reciprocal expression patterns between subcutaneous and visceral adipose depots in mice and humans

  paired iwat asat subcutaneous dia single-cell qpcr

• mitoXplorer, a visual data mining platform to systematically analyze and visualize mitochondrial expression dynamics and mutations.

  PMID 31799603 · PMC6954439 · Nucleic acids research · 2020 · 5 claims · 5 setups

  Has reproduction · 89

  mitoXplorer integrates transcriptome, proteome, and mutation data with a manually curated mitochondrial interactome of ~1200 genes grouped into 38 mitochondrial processes across four model species.

  rpe-1 trisomic rpe yeast bulk proteomics mitotracker

• Visualizing stability: a sensitivity analysis framework for t-SNE embeddings.

  PMID 41552665 · PMC12808344 · Frontiers in bioinformatics · 2025 · 8 claims · 5 setups

  Full-text index only

  The Implicit Function Theorem, combined with automatic differentiation, can be used to efficiently compute the complete sensitivity Jacobian of a converged t-SNE embedding with respect to the input data, avoiding differentiation through the full iterative optimizer.

  bulk proteomics single-cell biological t-sne gaussian

• Comprehensive analyses of telomerase component DKC1 and its association with clinical, molecular and immune landscapes in uterine corpus endometrial carcinoma.

  PMID 40458122 · PMC12127311 · Frontiers in cell and developmental biology · 2025 · 8 claims · 8 setups

  Has reproduction · 71

  DKC1 mRNA and protein expression are significantly upregulated in UCEC tumors compared with non-tumorous endometrial tissue

  ucec ishikawa rna-seq proteomics immunohistochemistry

• Bayesian prediction of RNA translation from ribosome profiling.

  PMID 28126919 · PMC5389577 · Nucleic acids research · 2017 · 8 claims · 4 setups

  Has reproduction · 62

  Rp-Bp is an unsupervised Bayesian approach that uses a two-component 'high-low-low' mixture model to predict translated ORFs from ribosome profiles

  hek293 ribo-seq ribosome proteomics quantitative

• EIF5A Couples Translational Control With Transcriptional Reprogramming Through Chromocenter Reorganization During Spermiogenesis.

  PMID 41486816 · PMC12903998 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

  Full-text index only

  eIF5A is highly expressed in spermatogenic cells, particularly spermatogonia and round spermatids, across human and mouse testis

  spermatogenic round testis testicular proteomics proteomic atac-seq

• Predicting FOX gene candidates for oxic nitrogen fixation using multi-omic machine learning and comparative bioinformatics.

  PMID 41764348 · PMC13056922 · Scientific reports · 2026 · 8 claims · 6 setups

  Full-text index only

  Random Forest, XGBoost, and logistic regression classifiers can meaningfully differentiate literature-validated FOX genes from conserved non-essential genes, with Random Forest achieving the best ROC-AUC (~0.80)

  anabaena diazotrophic gene-level trained bulk quantitative transcription-start-site-derived

• Hepatocyte dedifferentiation in 2D culture reveals extensive transcriptomic and proteomic rewiring.

  PMID 41111196 · PMC12506984 · Hepatology communications · 2025 · 8 claims · 3 setups

  Has reproduction · 77

  2D culturing of primary hepatocytes for 24 hours causes extensive transcriptomic (>10,000 genes) and proteomic (>3000 proteins) rewiring compared with freshly isolated cells

  c57bl same bulk quantitative single-nucleus

• Immuno-detection by sequencing enables large-scale high-dimensional phenotyping in cells.

  PMID 29921844 · PMC6008431 · Nature communications · 2018 · 8 claims · 8 setups

  Has reproduction · 96

  ID-seq combines DNA-tagged antibodies with high-throughput sequencing to enable large-scale, high-dimensional, multiplexed (phospho-)protein phenotyping in fixed cell populations across many samples in parallel.

  epidermal id-seq immuno-pcr colony

• Transcriptome-Proteome Profiling in Burkholderia thailandensis during the Transition from Exponential to Stationary Phase.

  PMID 40680064 · PMC12322963 · Journal of proteome research · 2025 · 8 claims · 7 setups

  Has reproduction · 80

  928 differentially accumulating mRNAs (564 up, 364 down) were identified between exponential and stationary phase

  burkholderia pseudomallei bulk tmt-based rt-qpcr

• Inter- and Intraspecific Venom Variation in the Reclusive Rear-Fanged Black-Striped Snakes (Coniophanes).

  PMID 41745774 · PMC12945099 · Toxins · 2026 · 8 claims · 4 setups

  Has reproduction

  Coniophanes DVG transcriptomes contain 18 toxin families, with toxins comprising 38.8% to 66% of total transcriptome expression depending on species

  duvernoy's fissidens venom imperialis rna-seq dicect quantitative