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).

• Therapeutic synergies that overcome carboplatin resistance in triple-negative breast cancer.

  PMID 41630032 · PMC13037280 · Journal of experimental & clinical cancer research : CR · 2026 · 8 claims · 8 setups

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  Four isogenic carboplatin-resistant (CR) PDX pairs (WHIM30, BCM-2147, BCM-3887, BCM-7482) were generated via serial in vivo carboplatin exposure to model acquired resistance in TNBC

  isogenic pdx ffpe carboplatin-resistant bulk single-cell nuclear

• A newly identified glycosyltransferase AsRCOM provides resistance to purple curl leaf disease in agave.

  PMID 37936069 · PMC10629022 · BMC genomics · 2023 · 8 claims · 4 setups

  Has reproduction

  Hypersensitive response (HR) accompanied by systemic acquired resistance is the primary contributor to resistance against purple curl leaf disease in agave

  agave bulk wgcna qpcr

• Bioinformatic Analysis of Differentially Expressed Long Non-Coding RNAs in Skeletal Muscle Following Aerobic and Resistance Exercise.

  PMID 41595529 · PMC12840796 · Genes · 2026 · 8 claims · 3 setups

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  Distinct lncRNA expression profiles exist in skeletal muscle between acute AE and RE, suggesting modality-specific lncRNA roles in exercise adaptation.

  skeletal aggregated bulk database

• Utility of Triti-Map for bulk-segregated mapping of causal genes and regulatory elements in Triticeae.

  PMID 35605195 · PMC9284283 · Plant communications · 2022 · 8 claims · 4 setups

  Has reproduction · 95

  Triti-Map is a computational package suite plus web interface specifically optimized for bulk-segregated gene mapping in Triticeae, accepting DNA-seq, RNA-seq/ChIP-seq, and traditional QTL data as input

  wheat hordeum bulk-segregated interval novo

• Molecular Biomarker of Drug Resistance Developed From Patient-Derived Organoids Predicts Survival of Colorectal Cancer Patients.

  PMID 35425715 · PMC9004628 · Frontiers in oncology · 2022 · 8 claims · 7 setups

  Has reproduction · 53

  Patient-derived colorectal cancer organoids (CRCOs) can be established from surgical CRC tissue with an 82% success rate (41/50)

  crc colorectal crcos crco organoid drug bulk

• Pathway-specific canalization and plasticity of gene expression during C. elegans dauer development.

  PMID 41890963 · PMC13014971 · iScience · 2026 · 8 claims · 7 setups

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  Dauers induced by different environmental (starvation, pheromone, heat) or genetic (daf-2, daf-7, ilc-17.1, cep-1 OE) stimuli are transcriptionally distinct from each other and from continuously developing WT L2/L3 and adults

  elegans bulk principal likelihood

• Plant spatial compartmentalization buffers bacteriome structure and function under antibiotic stress.

  PMID 41981092 · PMC13233986 · Scientific reports · 2026 · 8 claims · 7 setups

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  Spatial compartmentalization is the primary driver of bacteriome structure and functional potential, surpassing antibiotic treatment effects across all analytical approaches

  bulk rhizosphere endosphere full-length beta faprotax

• DAGFormer: A graph-based domain adaptation approach for single-cell cancer drug response prediction.

  PMID 41417875 · PMC12795466 · PLoS computational biology · 2025 · 7 claims · 5 setups

  Has reproduction

  DAGFormer constructs cellular neighbor graphs using diverse topological strategies to represent intercellular interactions for drug response prediction

  pan-cancer jhu006 scc47 pc9 bulk scrna-seq

• Mutational landscape and molecular bases of echinocandin resistance in Saccharomyces cerevisiae.

  PMID 41766466 · PMC13147539 · Genetics · 2026 · 8 claims · 5 setups

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  The three echinocandin resistance hotspots of Fks1 form a single, solvent-exposed, water-filled binding cavity spanning hotspot 1, 2, and 3

  fks1 cerevisiae fks explicit-solvent site-directed deep-mutational

• Developmental reprogramming underlies chemotherapy resistance in favorable-histology Wilms tumor.

  PMID 41850280 · PMC13103949 · Cell reports · 2026 · 8 claims · 8 setups

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  Chemotherapy-resistant KT-47R tumors show blastemal predominance and reduced stromal content compared to pre-treatment KT-47PT

  kt-47 kt-47pt histology whole-exome cut&tag

• A comprehensive multi-omics and functional study of evolutionary adaptive responses to smoke.

  PMID 42016314 · PMC13092862 · iScience · 2026 · 7 claims · 8 setups

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  A 'smoking signature' of 195 upregulated and 35 downregulated genes distinguishes current from never smokers in bronchial biopsies and validates across independent in vitro ALI datasets

  bronchial air-liquid lung n=12 bulk gsva spatial

• A mechanistic model captures the emergence and implications of non-genetic heterogeneity and reversible drug resistance in ER+ breast cancer cells.

  PMID 34316714 · PMC8271219 · NAR cancer · 2021 · 7 claims · 8 setups

  Has reproduction · 85

  EMT and tamoxifen-resistance (TamR) regulatory axes can drive one another, enabling non-genetic heterogeneity via six co-existing phenotypes (ES, ER, HS, HR, MS, MR)

  gene same randomized publicly racipe stochastic randomized

• 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

• MetaScreener: a robust dual-mode framework for directional prioritization of actionable signatures through multi-dataset and multi-approach integration.

  PMID 41845481 · PMC13107662 · Journal of translational medicine · 2026 · 8 claims · 7 setups

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  MetaScreener is a dual-mode framework (DiffMetaScreener for discrete labels, CorMetaScreener for continuous variables) integrating over 4,000 analysis pipelines to compute activation/inhibition directionality indices (ADI/IDI/DI) for gene signatures

  crc independent ctrp rko differential robustness single-cell

• 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

• ROR1-PI3K/AKT signaling drives adaptive resistance to cell cycle blockade in TP53 mutated ovarian cancer.

  PMID 41748546 · PMC13004963 · Cell death & disease · 2026 · 7 claims · 8 setups

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  A shared PI3K/AKT-regulated signaling node governs drug adaptation across all long-term resistant (lt-res) ADA and PTX models

  hgsoc kuramochi jhos2 parental long-term inducible overexpression

• multiDEGGs: Single or Multiomic Differential Network Analysis for Biomarker Discovery and Feature Engineering for Predictive Modeling.

  PMID 41993882 · PMC13082464 · Computational and structural biotechnology journal · 2026 · 8 claims · 3 setups

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  multiDEGGs is a CRAN R package enabling differential network analysis in single or multiomic scenarios by identifying differentially expressed gene-gene pairs rather than single differentially expressed genes

  synthetic synovial eight simulated bulk machine

• Identification and recovery of minor HIV-1 variants using the heteroduplex tracking assay and biotinylated probes.

  PMID 18948297 · PMC2602764 · Nucleic acids research · 2008 · 6 claims · 8 setups

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  Incorporating a biotin tag into the HTA probe enables purification of labeled heteroduplexes and direct sequencing of the separated query strand, allowing recovery of minor variant sequences

  hiv-1 biotin-hta-purified original recovered heteroduplex rt-pcr sanger

• Multimodal-based analysis of single-cell ATAC-seq data enables highly accurate delineation of clinically relevant tumor cell subpopulations.

  PMID 41530870 · PMC12888741 · Genome medicine · 2026 · 8 claims · 8 setups

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  MAAS integrates chromatin accessibility, CNVs, and SNVs from scATAC-seq data to identify functional tumor cell subpopulations

  tumor pediatric b-cell glioblastoma scatac-seq bulk gene

• Targeting Wnt/β-catenin and circadian regulator restores PRC2/EZH2-controlled chromatin bivalency and suppresses cell state diversity.

  PMID 41842971 · PMC13132380 · The Journal of clinical investigation · 2026 · 8 claims · 8 setups

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  PRC2i/EZH2i alone or combined with AR inhibitors induce diverse cell state programs (CSPs) that increase tumor cell invasion, metastasis, and drug resistance despite only modest suppression of tumor growth.

  lncap pca pdx clinical viability tumor ic50