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).

• scATD: a high-throughput and interpretable framework for single-cell cancer drug resistance prediction and biomarker identification.

  PMID 40501071 · PMC12159290 · Briefings in bioinformatics · 2025 · 8 claims · 6 setups

  Has reproduction · 62

  scATD enables high-throughput single-cell drug sensitivity prediction for new patients without model parameter retraining via bidirectional Bi-AdaIN style transfer

  panglaodb cancer geo gse137829 single-cell bulk

• Interpretable prediction models for widespread m6A RNA modification across cell lines and tissues.

  PMID 37995291 · PMC10697738 · Bioinformatics (Oxford, England) · 2023 · 7 claims · 6 setups

  Has reproduction · 79

  CLSM6A, a CNN-based model set, predicts single-nucleotide-resolution m6A RNA modification sites across eight cell lines and three tissues in H. sapiens

  clsm6a learned last-layer computational model-based propagation-based

• Three-dimensional neuroblastoma cell culture: proteomic analysis between monolayer and multicellular tumor spheroids.

  PMID 18797883 · PMC2804865 · Pediatric surgery international · 2008 · 7 claims · 3 setups

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  18 protein spots were differentially over-expressed in neuroblastoma spheroids compared to monolayers

  neuroblastoma excised monolayer 2-d lc-ms fractionation

• Validating discovered Cis-acting regulatory genetic variants: application of an allele specific expression approach to HapMap populations.

  PMID 19116668 · PMC2605564 · PloS one · 2008 · 7 claims · 6 setups

  Full-text index only

  ASE is more robust than total gene expression approaches to environmental variation and trans-acting genetic factors, giving a cleaner representation of cis-acting effects.

  hapmap combined coriell ceu allele-specific linear one-sample

• Implementing the reuse of public DIA proteomics datasets: from the PRIDE database to Expression Atlas.

  PMID 35701420 · PMC9197839 · Scientific data · 2022 · 8 claims · 5 setups

  Has reproduction · 50

  An open, containerised, Nextflow-orchestrated reanalysis pipeline combining metadata annotation, SWATH-MS analysis, statistical analysis, and Expression Atlas integration was developed for public DIA data.

  pooled datasets pxd014194 technical swath-ms dda-based differential

• Role of p16/MTS1, cyclin D1 and RB in primary oral cancer and oral cancer cell lines.

  PMID 10389982 · PMC2363027 · British journal of cancer · 1999 · 7 claims · 5 setups

  Full-text index only

  p16/MTS1 mutations and loss of expression are very common in OSCC cell lines and less frequent in primary OSCC tumours

  oscc same frozen pcr western extraction

• DeeReCT-APA: Prediction of Alternative Polyadenylation Site Usage Through Deep Learning.

  PMID 33662629 · PMC9801043 · Genomics, proteomics & bioinformatics · 2022 · 7 claims · 3 setups

  Has reproduction · 50

  DeeReCT-APA, a CNN-LSTM deep learning architecture, quantitatively predicts the usage level of all alternative PASs within a gene regardless of PAS number, treating it as a variable-length regression task.

  genome-wide fibroblast deep 3′-region 3′-mrna

• A colorimetric method for point mutation detection using high-fidelity DNA ligase.

  PMID 16257979 · PMC1275593 · Nucleic acids research · 2005 · 8 claims · 8 setups

  Full-text index only

  High-fidelity Tth DNA ligase combined with allele-specific ligation-based gold nanoparticle assembly enables colorimetric single-base discrimination without precise temperature control

  p3-modified nanoparticle synthetic ligated uv-vis colorimetric melting

• Non-cross-linking gold nanoparticle aggregation as a detection method for single-base substitutions.

  PMID 15640441 · PMC546178 · Nucleic acids research · 2005 · 8 claims · 7 setups

  Full-text index only

  NCL aggregation of DNA-modified gold nanoparticles shows extraordinary selectivity against terminal mismatches at the free ends of surface-bound duplexes

  probe-modified probe-gnp synthetic four uv-vis ssdna pcr

• Comprehensive analysis of transcriptomics and radiomics revealed the potential of TEDC2 as a diagnostic marker for lung adenocarcinoma.

  PMID 39553728 · PMC11569783 · PeerJ · 2024 · 8 claims · 8 setups

  Has reproduction · 80

  WGCNA identified 214 key genes in the blue module most correlated with LUAD

  tcga-luad merged tedc2-associated a549 wgcna differential machine

• Polymorphism identification and improved genome annotation of Brassica rapa through Deep RNA sequencing.

  PMID 25122667 · PMC4232532 · G3 (Bethesda, Md.) · 2014 · 8 claims · 8 setups

  Has reproduction · 50

  330,995 SNPs were identified in transcribed regions between B. rapa genotypes R500 and IMB211, at an average frequency of one SNP per 200 bases.

  brassica r500 rapa genomic bulk reference-based snp