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).

• 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

• Liver-specific paraoxonase-1 alleviates regulatory T cell-driven immunosuppression via metabolic reprogramming in hepatocellular carcinoma.

  PMID 41387425 · PMC12701056 · Nature communications · 2025 · 8 claims · 8 setups

  Has reproduction · 66

  PON1 expression is downregulated in HCC tumor tissue and low PON1 is associated with worse prognosis

  hcc paired hepa1-6 pon1-nc bioinformatic immunohistochemistry orthotopic

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• Enhanced protein isoform characterization through long-read proteogenomics.

  PMID 35241129 · PMC8892804 · Genome biology · 2022 · 6 claims · 4 setups

  Has reproduction · 79

  A long-read proteogenomics pipeline integrating PacBio long-read RNA-seq with MS-based proteomics enhances isoform-resolved protein characterization

  jurkat jurkat-derived long-read transcript orf

• The complement system contributes to the immunosuppressive microenvironment of uveal melanoma.

  PMID 41803879 · PMC13130498 · Journal of translational medicine · 2026 · 8 claims · 8 setups

  Full-text index only

  Primary UM (pUM) preferentially expresses early complement pathway components over terminal membrane attack complex elements, with early factors showing prognostic significance.

  short-term metastatic normal pum bulk label-free single-cell

• Severe COVID-19 Shares a Common Neutrophil Activation Signature with Other Acute Inflammatory States.

  PMID 35269470 · PMC8909161 · Cells · 2022 · 8 claims · 7 setups

  Has reproduction · 88

  COVID-19 and HLH share a transcriptional overlap of 239 unique common differentially expressed genes (DEGs), 237 of which are up-regulated

  patients pbmcs plasma derived bulk single-cell quantitative

• 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

• Global and precise identification of functional miRNA targets in mESCs by integrative analysis.

  PMID 35899551 · PMC9442311 · EMBO reports · 2022 · 8 claims · 8 setups

  Has reproduction · 93

  Fewer than 10% of expressed genes are directly and functionally regulated by miRNAs in mESCs

  mirna_ko mescs drosha_ko escs bulk western ago2

• Characterization of protein isoform diversity in human umbilical vein endothelial cells via long-read proteogenomics.

  PMID 36457147 · PMC9721438 · RNA biology · 2022 · 8 claims · 7 setups

  Has reproduction · 93

  Long-read RNA-seq detected 53,863 transcript isoforms from 10,426 genes in HUVECs, of which 22,195 were novel

  huvecs huvec long-read bottom-up offline

• Cancer-wide in silico analyses using differentially expressed genes demonstrate the functions and clinical relevance of JAG, DLL, and NOTCH.

  PMID 39074091 · PMC11285958 · PloS one · 2024 · 7 claims · 8 setups

  Full-text index only

  JAG, DLL, and NOTCH family gene/protein expression varies diversely across 15 cancer types relative to normal tissue, sometimes discordant between mRNA and protein levels.

  tumor degs cancer jag bulk proteomics gene

• Estrogen Production in Pancreatic Cancer Shapes a Tumor-Suppressive Stromal Microenvironment.

  PMID 41258799 · PMC12862343 · Cancer research · 2026 · 8 claims · 6 setups

  Full-text index only

  Serum levels of stromal biomarkers associated with favorable outcomes were significantly higher in female patients with PDAC than in male patients

  pdac pdx magnetic bioinformatic single-nucleus

• 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