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).

• Applying proteomics to the diagnosis and treatment of ALS and related diseases.

  PMID 19670321 · PMC2836583 · Muscle & nerve · 2009 · 8 claims · 8 setups

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  Protein-based biomarkers for ALS/MND require further verification and large-scale validation/qualification studies, including disease mimics, before clinical use

  csf spinal biofluid muscle 2d-dige antibody luminex

• Local combinational variables: an approach used in DNA-binding helix-turn-helix motif prediction with sequence information.

  PMID 19651875 · PMC2761287 · Nucleic acids research · 2009 · 8 claims · 7 setups

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  The LCV approach predicts HTH motifs with 93.29% accuracy, 93.93% sensitivity and 92.66% specificity using only primary sequence information

  quintessentialset-88 hth same newly lcs svm traditional

• 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

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  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

• Revealing potential interfering genes between abdominal aortic aneurysm and periodontitis through machine learning and bioinformatics analysis.

  PMID 40857330 · PMC12380325 · PloS one · 2025 · 6 claims · 8 setups

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  90 interacting genes were identified at the intersection of AAA DEGs and periodontitis WGCNA module genes

  abdominal gingival overlapping interacting microarray weighted kegg

• The Molecular and Functional Landscape of Resistance to FOLFIRI Chemotherapy in Metastatic Colorectal Cancer.

  PMID 40981426 · PMC12877753 · Cancer discovery · 2026 · 8 claims · 7 setups

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  FOLFIRI-resistant PDX tumors show transcriptional upregulation of innate immunity and mitochondrial metabolism genes and reduced expression of DNA polymerase POLD1

  mcrc pdx patients patient-derived drug whole-exome bulk

• NeoPrecis: enhancing immunotherapy response prediction through integration of qualified immunogenicity and clonality-aware neoantigen landscapes.

  PMID 41577704 · PMC12932759 · Nature communications · 2026 · 8 claims · 8 setups

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  NeoPrecis-Immuno, a T-cell recognition model incorporating MHC-binding motif enrichment into a cross-reactivity-distance framework, improves neoantigen immunogenicity prediction.

  tcr-pmhc cedar cedar-derived nci cross-reactive t-cell immunogenicity

• NGSTroubleFinder: a tool for detection and quantification of contamination and kinship across human NGS data.

  PMID 41608734 · PMC12838523 · NAR genomics and bioinformatics · 2026 · 8 claims · 8 setups

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  NGSTroubleFinder detects cross-sample contamination, sample swaps, kinship, and sex mismatches from BAM/CRAM files without requiring additional variant-calling steps

  genomes 1000gp internal whole-genome whole-transcriptome wgs

• Diverse Cyanopeptides follow distinct temporal succession patterns in freshwater harmful algal blooms.

  PMID 41711085 · PMC13196583 · The ISME journal · 2026 · 8 claims · 7 setups

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  Shifts from Microcystis to Dolichospermum dominance occur later in the bloom season, coinciding with lower temperatures

  natural lake microcystis western shotgun hrms metagenomic

• Metapipeline-DNA: A comprehensive germline and somatic genomics Nextflow pipeline.

  PMID 41850291 · PMC13030954 · Cell reports methods · 2026 · 8 claims · 7 setups

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  Metapipeline-DNA automates germline and somatic DNA sequencing analysis end-to-end, from raw reads through preprocessing, feature detection, QC, and visualization.

  pcawg giab pcawg-5 tumor-normal whole-genome germline somatic

• Evaluating deep learning based structure prediction methods on antibody-antigen complexes.

  PMID 41863324 · PMC13061134 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 8 setups

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  Increased sampling improves the chance of generating a correct antibody-antigen model in a roughly log-linear manner with sample size

  alphafold2.3 alphafold3 boltz-1 chai-1 complex structural

• PeakPrime: a peak-guided primer design pipeline for target enrichment in 3'-end RNA-seq.

  PMID 41919010 · PMC13034549 · Bioinformatics advances · 2026 · 8 claims · 7 setups

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  PeakPrime is a reproducible Nextflow pipeline that calls 3′ RNA-seq coverage peaks (MACS2), selects exonic windows, designs strand-appropriate primers (Primer3), and screens specificity (Bowtie2)

  imr-32 universal candidate 10m-read rna-seq targeted quantitative

• Determining the quality and complexity of next-generation sequencing data without a reference genome.

  PMID 25514851 · PMC4298064 · Genome biology · 2014 · 8 claims · 8 setups

  Has reproduction · 78

  kPAL, an open-source alignment-free package, assesses sequencing data quality and complexity using k-mer frequency profiles and pairwise distances between them, without a reference sequence.

  rna-seq genome wgs exome k-mer rna-seq read

• DNA methylation biomarkers-based pan-cancer classifier: predictive modeling for cancer classification.

  PMID 42152108 · PMC13185202 · Genome medicine · 2026 · 8 claims · 5 setups

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  Relatively simple ML models (logistic regression) outperform complex algorithms such as deep neural networks for methylation-based cancer classification

  validation cns healthy genes methylation copy-number gene-set

• Characterizing Response to PARP Inhibitor Treatment Combinations in Advanced Prostate Cancer.

  PMID 42193276 · PMC13203762 · Biomedicines · 2026 · 8 claims · 8 setups

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  PARPi + ARPi combinations are effective in ARPi-sensitive (C4-2B) and ARPi-resistant (AbiR, MDVR) prostate cancer models, but provide the greatest benefit in ARPi-sensitive cells

  c4-2b cck-8 morphology western

• B-lineage commitment is dependent on a reversible epigenetic switch.

  PMID 41266087 · PMC12863259 · Genes & development · 2026 · 8 claims · 8 setups

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  B-lymphoid commitment is mediated by a transcription factor-dose-dependent epigenetic switch that suppresses inherent T-lineage potential in early lymphoid progenitors

  bone expanded pax5 ebf1 combined atac-seq chip-seq

• Single-Cell Lineage Tracing Uncovers Resistance Signatures and Sensitizing Strategies to FLT3 Inhibitors in Acute Myeloid Leukemia.

  PMID 41270153 · PMC7618455 · Cancer research · 2026 · 8 claims · 8 setups

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  ReSisTrace single-cell lineage tracing identifies pre-resistant and pre-sensitive cell states to FLT3 inhibitors midostaurin and quizartinib in FLT3-ITD-positive MOLM-13 AML cells before treatment

  molm-13 aml-pdx1 single-cell lineage gene

• Longitudinal Profiling of Tumor and Immune Compartments Uncovers Patterns of Dysregulation and Associations with Response in Multiple Myeloma.

  PMID 41364805 · PMC13012255 · Blood cancer discovery · 2026 · 7 claims · 8 setups

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  IFN-γ signaling after autologous stem cell transplant (ASCT) is associated with markers of impaired CD8+ T-cell memory phenotype

  cd138neg cd138pos bone cd8+ single-cell bulk whole-genome

• YAP1 Dysfunction Promotes Molecular Properties Linked to Breast Cancer Susceptibility.

  PMID 41431390 · PMC13040214 · Cancer prevention research (Philadelphia, Pa.) · 2026 · 7 claims · 8 setups

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  YAP1 nuclear localization and mRNA expression significantly increase in luminal epithelial cells (LEp) with increased age and with genetic risk for breast cancer (e.g., BRCA1/2 mutation carriers)

  breast hmec post-stasis 184d-p16sh ihc bulk odds

• Alternative splicing dynamics during human cardiac development in vivo and in vitro.

  PMID 41483812 · PMC12925949 · Stem cell reports · 2026 · 8 claims · 8 setups

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  iPSC-CMs globally resemble prenatal cardiac cells at both the transcriptional and splicing levels

  ipsc-cms heart bulk ipsc-cm immunofluorescence single-cell bulk

• Accurate detection of somatic single-nucleotide variants from bulk RNA-seq data using RNA-MosaicHunter.

  PMID 41505106 · PMC12781890 · Nucleic acids research · 2026 · 6 claims · 8 setups

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  RNA-MosaicHunter accurately detects sSNVs from bulk RNA-seq with high precision (94.7% in TCGA, 99.3% in cell-line mixture) in default mode

  tcga cell-line same gtex bulk whole-exome whole-genome