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).

• Exploring the regulatory potential of RNA structures in 202 cyanobacterial genomes.

  PMID 41641705 · PMC12873609 · Nucleic acids research · 2026 · 7 claims · 8 setups

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  Screening 202 cyanobacterial genomes identified 402 CRSs matching known RNA families (Rfam and Rho-independent terminators) and 409 novel CRSs.

  cyanobacterial peptide aligned local comparative genome sequence

• NOD-like receptor repertoire in the chromosome-level genome of the demosponge Dysidea avara (Schmidt, 1862).

  PMID 41710890 · PMC12909245 · Frontiers in immunology · 2026 · 8 claims · 8 setups

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  Dysidea avara has a chromosome-level genome assembly of 575 Mb, N50 41 Mb, 162 scaffolds, and 15 chromosomes.

  dysidea avara translated nlrs long-read hi-c genome

• BCR::ABL1-Induced Enhancer Reprogramming Uncovers Hypersensitivity of Ph+B-ALL Cells to Enhancer-Targeting Drugs.

  PMID 41764406 · PMC13137836 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 7 claims · 8 setups

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  BCR::ABL1-induced malignant transformation and transcriptional reprogramming of B-cell precursors is accompanied by genome-wide enhancer (non-promoter H3K27ac) activation

  b-cell ph+b-all tom-1 lines rna-seq promoter-capture western

• AMR-GNN: a multi-representation graph neural network framework to enable genomic antimicrobial resistance prediction.

  PMID 41792137 · PMC13087051 · Nature communications · 2026 · 7 claims · 8 setups

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  AMR-GNN, a graph neural network integrating multiple genomic representations (unitigs, SNPs, FCGR) via low-rank multimodal fusion, improves AMR phenotype prediction in P. aeruginosa compared to single-representation baseline models.

  pseudomonas aeruginosa escherichia coli whole-genome elastic convolutional

• MetaPepticon: automated prediction of anticancer peptides from microbial genomes and metagenomes.

  PMID 41918857 · PMC13034871 · PeerJ · 2026 · 7 claims · 6 setups

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  MetaPepticon is a modular, end-to-end Snakemake pipeline that predicts ACP candidates directly from raw genomic, metagenomic, transcriptomic, metatranscriptomic reads, assembled contigs, or peptide sequences.

  validated gut representative predicted acp shotgun genome

• Loss of long-range co-expression is a common feature in cancer.

  PMID 41935098 · PMC13247121 · NPJ systems biology and applications · 2026 · 8 claims · 7 setups

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  In cancer, the strongest co-expressed gene pairs (top MI values) are predominantly intra-chromosomal, unlike in normal tissue.

  tissues same bladder cancer bulk differential bootstrap

• Single-cell lineage tracing identifies hemogenic endothelial cells in the adult mouse bone marrow.

  PMID 42043300 · PMC13120821 · eLife · 2026 · 8 claims · 8 setups

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  Adult bone marrow-resident Cdh5/VE-Cadherin+ endothelial cells produce hematopoietic cell progeny both in vitro and in vivo.

  bone lin sorted lethally flow confocal sorted-cell

• Transcriptional landscape of repetitive elements in normal and cancer human cells.

  PMID 25012247 · PMC4122776 · BMC genomics · 2014 · 8 claims · 8 setups

  Has reproduction · 76

  RepEnrich, a computational method that uses all mapping reads (uniquely mapping plus multi-mapping reads assigned to repetitive element subfamily assemblies/pseudogenomes), quantifies genome-wide repetitive element enrichment

  chromosomes lines imr-90 prostate simulated pol chip-seq

• Critical evaluation of drug response prediction models with DrEval.

  PMID 42120410 · PMC13168506 · Nature communications · 2026 · 8 claims · 6 setups

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  DrEval is a living open-source benchmarking pipeline for unbiased, biologically meaningful evaluation of cancer drug response prediction models, integrating standardized preprocessing, hyperparameter tuning, statistically rigorous evaluation, cross-study benchmarks, and ablation studies.

  ctrpv2 ccle beataml2 pdx_bruna viability drug pdx

• 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

• Hybrid sequencing reveals incompleteness of the H37Rv reference genome and highlights lineage-specific genomic divergence in Mycobacterium tuberculosis.

  PMID 42224013 · PMC13225438 · Microbial genomics · 2026 · 8 claims · 6 setups

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  The H37Rv_ref reference genome, sequenced in 1998 with early technology, is incomplete relative to modern hybrid-sequenced assemblies

  tuberculosis h37rv_cn a2018772 publicly hybrid comparative functional

• Deep-Learning Tool ScVital Enables Species-Agnostic Integration of Cancer Cell States.

  PMID 41223329 · PMC13053053 · Cancer research · 2026 · 7 claims · 7 setups

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  scVital is a variational autoencoder with an adversarially trained discriminator that embeds scRNA-seq data from different species into a species-agnostic latent space to overcome batch effect.

  pbmc normal pancreatic lung scrna-seq

• FracFixR: a compositional statistical framework for absolute proportion estimation between fractions in RNA sequencing data.

  PMID 41264734 · PMC12866640 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 5 setups

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  FracFixR reconstructs original fraction proportions by modeling the compositional relationship between whole and fractionated RNA samples using non-negative least squares (NNLS) regression on selected transcripts

  gm12878 mixtures reh long-read polysome synthetic

• 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

• Inherited resilience to clonal hematopoiesis by modifying stem cell RNA regulation.

  PMID 41477881 · PMC12850507 · Science (New York, N.Y.) · 2026 · 8 claims · 8 setups

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  A haplotype at the 17q22 locus, tagged by the noncoding variant rs17834140-T, is a causal protective variant against CHIP and myeloid malignancies

  population hspcs cd34+cd45ra-cd90+ heterozygous gwas atac-seq crispr

• CellPredX, a computational framework for cross-data type, cross-sample, and cross-protocol cell type annotation through domain adaptation and deep metric learning.

  PMID 41481570 · PMC12758788 · PLoS computational biology · 2026 · 8 claims · 7 setups

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  CellPredX is a unified semi-supervised framework integrating domain adaptation and deep metric learning to align heterogeneous embeddings for cross-modality cell type annotation.

  pbmc fetal pancreas gse149683 matched unmatched cross-protocol

• Single-cell resolution of an open chromatin signature in persister tumor cells.

  PMID 41485222 · PMC12978573 · Cell reports · 2026 · 8 claims · 8 setups

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  Single-nucleus multi-omic (snRNA-seq + snATAC-seq) profiling of fallopian tube, treatment-naive, and NACT-treated HGSOC tissue identifies a persister cell signature (PCS) defining the chemotherapy-tolerant state.

  non-malignant same epithelial tumor single-nucleus mitochondrial copy-number

• Multimodal single-cell protein and RNA profiling unveils dysregulated immature neutrophil dynamics in gestational diabetes mellitus.

  PMID 41501166 · PMC12936121 · Communications biology · 2026 · 8 claims · 6 setups

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  A combination of CD10−CD49d+Igκ+ surface markers identifies an immature low-density neutrophil (LDN) subset that is distinct from CD10+ mature high-density neutrophils (HDNs)

  peripheral facs-sorted decidua pregnant infinityflow conventional may-grünwald

• Bidirectional CRISPR screens decode a GLIS3-dependent fibrotic cell circuit.

  PMID 41501466 · PMC12820784 · Nature · 2026 · 8 claims · 8 setups

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  Inflammation-associated fibroblasts (IAFs), induced by proinflammatory FCN1+IL1B+ macrophages, produce profibrotic IL-11 and drive fibrosis in IBD

  intestinal colon pdgfra+ colonic scrna-seq xenium masson's