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).

• Variant-resolved prediction of context-specific isoform variation with a graph-based attention model.

  PMID 41547351 · PMC13069856 · Cell genomics · 2026 · 8 claims · 8 setups

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  Otari, an attention-based graph neural network trained on long-read transcriptomes across 30 tissues/brain regions, predicts tissue-specific differential isoform abundance

  tissues genomic gtex hgmd long-read variant splice

• Deep transcriptomics reveals cell-specific isoforms of pan-neuronal genes.

  PMID 40379625 · PMC12084633 · Nature communications · 2025 · 8 claims · 5 setups

  Has reproduction · 84

  Pan-neuronal genes (expressed in many/all neurons) harbor highly cell-specific splice variants/isoforms restricted to single or few neuron types.

  elegans short-read whole-animal rt-pcr

• scPASU: A computational protocol for quantifying polyadenylation site usage and alternative polyadenylation from 3' scRNA-seq data.

  PMID 42085187 · PMC13157062 · STAR protocols · 2026 · 8 claims · 6 setups

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  scPASU is a Snakemake-based workflow that quantifies APA from standard 3′ scRNA-seq data without requiring specialized library preparation

  ureter processed scrna-seq read poly

• Unveiling the immunometabolic landscape of colorectal cancer through PANoptosis-related gene expression.

  PMID 41601652 · PMC12832467 · Frontiers in immunology · 2025 · 8 claims · 8 setups

  Has reproduction · 41

  PANoptosis-related genes show significant expression heterogeneity across CRC samples, with apoptosis-related genes comprising the largest proportion (87.4%)

  crc hct116 bulk bulk single-cell rt-qpcr

• isoSeQL: comparing long-read isoforms across multiple datasets.

  PMID 41452740 · PMC12790818 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

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  isoSeQL enables comparison of long-read isoform profiles across multiple datasets by consolidating SQANTI3-annotated samples into a unified SQLite database with consistent isoform IDs

  gencode simulated gm12878 peripheral intron simulated long-read

• Comparative analysis of nuclei isolation methods for brain single-nucleus RNA sequencing.

  PMID 41875869 · PMC13030979 · Cell reports methods · 2026 · 8 claims · 8 setups

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  Nuclei isolation protocol is a critical experimental variable shaping snRNA-seq data quality and biological interpretation

  cortex brain cortical snrna-seq snrna-seq bright-field nuclei

• Cell fixation and preservation for droplet-based single-cell transcriptomics.

  PMID 28526029 · PMC5438562 · BMC biology · 2017 · 7 claims · 8 setups

  Has reproduction · 91

  Methanol fixation stabilizes and preserves dissociated cells for weeks without compromising single-cell RNA-seq data quality

  hek293 dissociated facs-sorted hek drop-seq bulk trizol

• Caloric Restriction Reprograms Adipose Tissues in Rhesus Monkeys.

  PMID 41042069 · PMC12686577 · Aging cell · 2025 · 8 claims · 8 setups

  Has reproduction · 66

  At baseline, SAT and VAT transcriptomes are highly similar, with only ~1% of genes (30 genes, adjusted p<0.05) differentially expressed between depots in Controls

  subcutaneous sat rhesus bulk gsea xcell

• MECP2 mutations rewire human ESC fate and bias cortical lineage commitment.

  PMID 42030940 · PMC13163216 · Stem cell reports · 2026 · 8 claims · 8 setups

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  MECP2 mutations induce an early naïve-like transcriptional drift in human ESCs, marked by upregulation of ZFP42/REX1 and other naïve-enriched markers

  isogenic undifferentiated 3-month bulk bulk single-cell single-nucleus

• Endothelial Adgrl2 Expression and Alternative Splicing Controls the Cerebrovasculature.

  PMID 41876233 · PMC13108381 · The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026 · 8 claims · 5 setups

  Has reproduction · 75

  Endothelial cell-specific deletion of Adgrl2 impairs cerebrovascular integrity in mice

  wild-type cortex brain single-molecule single-cell immunohistochemistry

• Pan-Cancer Single-Cell RNA Sequencing Analysis Refines Multi-Origin Monocyte and Macrophage Lineages.

  PMID 41231218 · PMC12865363 · Cancer immunology research · 2026 · 6 claims · 8 setups

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  TAMs arise from two distinct origins: C1QC+ TAMs likely derive from resident tissue macrophages, while SPP1+ TAMs and ISG15+ TAMs likely originate from circulating monocytes.

  myeloid melanoma monocyte-to-macrophage coad-read scrna-seq differential developmental

• Evaluating imputation methods for accurate estimation of cell population fractions in single-cell RNA sequencing.

  PMID 41503159 · PMC12770975 · NAR genomics and bioinformatics · 2026 · 8 claims · 6 setups

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  Eight prominent imputation methods (MAGIC, SAVER, scVI, DCA, scBiG, kNN-smoothing, scImpute, ALRA) were systematically evaluated for their ability to recover the true non-zero expression fraction using simulated and real-world scRNA-seq data

  basal tracheal airway k562 simulated scrna-seq imputation

• A differential single-cell transcriptome atlas of left-sided and right-sided colorectal cancer.

  PMID 41844817 · PMC13111741 · Discover oncology · 2026 · 8 claims · 8 setups

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  MTRNR2L8 is markedly upregulated in RCRC tumor cells and is associated with poorer patient survival

  crc epithelial rcrc tcga-read scrna-seq copy gene

• Systematic clustering algorithm for chromatin accessibility data and its application to hematopoietic cells.

  PMID 33253153 · PMC7728210 · PLoS computational biology · 2020 · 7 claims · 5 setups

  Has reproduction · 90

  A systematic clustering algorithm for ATAC-seq data can be built by binarizing the genome into open/closed chromatin (1/0) strings and computing Hamming distances between samples for hierarchical clustering.

  monocytes natural hematopoietic leukemia atac-seq hierarchical

• A comprehensive framework for analysis of microRNA sequencing data in metastatic colorectal cancer.

  PMID 35047825 · PMC8759566 · NAR cancer · 2022 · 8 claims · 7 setups

  Has reproduction · 100

  Five miRNAs (Mir-210_3p, Mir-191_5p, Mir-8-P1b_3p, Mir-1307_5p, Mir-155_5p) are up-regulated at multiple metastatic CRC sites compared to primary CRC.

  pcrc same mli ngs mirna bioinformatics differential

• EPInformer: scalable and integrative prediction of gene expression from promoter-enhancer sequences with multimodal epigenomic profiles.

  PMID 41832145 · PMC13133354 · Nature communications · 2026 · 8 claims · 7 setups

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  EPInformer outperforms existing gene expression prediction models (Xpresso, CREaTor, Seq-GraphReg, Enformer, Borzoi) in rigorous 12-fold cross-chromosome validation for both RNA-seq and CAGE expression prediction

  k562 lines likely cell-type-specific rna-seq cage abc

• Identification of a novel 10 immune-related genes signature as a prognostic biomarker panel for gastric cancer.

  PMID 34382341 · PMC8446556 · Cancer medicine · 2021 · 8 claims · 8 setups

  Has reproduction

  A 10-IRG prognostic signature (BMPR1B, GHR, IL11RA, INHBB, NPR3, OBP2A, PTN, R3HDML, TAC1, TPM2) predicts overall survival in gastric cancer.

  gastric tcga-stad overlapping candidate microarray gene rna-seq

• Characterization of Human Genes Modulated by Porphyromonas gingivalis Highlights the Ribosome, Hypothalamus, and Cholinergic Neurons.

  PMID 34194426 · PMC8236716 · Frontiers in immunology · 2021 · 8 claims · 8 setups

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  Genes in the SRP-dependent cotranslational protein targeting to membrane (ER translocation) pathway and ribosomal subunit genes are strongly and specifically enriched for arginine and lysine residues, suggesting high susceptibility to gingipain cleavage.

  protein-coding coli recombinant postmortem proteome-wide gene gingipain

• Multi-Transcriptomic Analysis Reveals That EREG-Driven TME Crosstalk Defines Anti-EGFR Response in Colorectal Cancer.

  PMID 42043480 · PMC13115984 · Cancer medicine · 2026 · 8 claims · 8 setups

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  EGFRI eligibility (defined by left-sidedness, RAS/BRAF wild-type, MSS) stratifies cancer cell transcriptomic characteristics more strongly than sidedness alone.

  crc epcam+ aggregated cancer scrna-seq copy pseudobulk

• A genome-wide association analysis identifies 16 novel susceptibility loci for carpal tunnel syndrome.

  PMID 30833571 · PMC6399342 · Nature communications · 2019 · 6 claims · 8 setups

  Has reproduction · 90

  A GWAS of 12,312 CTS cases and 389,344 controls in UK Biobank identifies 16 novel genome-wide significant susceptibility loci for CTS

  biobank surgically gwas transformed genome-wide sequencing gene-based