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).

• Detection of alternative splicing: deep sequencing or deep learning?

  PMID 41520225 · PMC12790623 · Briefings in bioinformatics · 2026 · 8 claims · 8 setups

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  Sequence-based deep learning tools (AlphaGenome, SpliceAI, DeepSplice) show potential for initial hypothesis development and as additional filters in standard RNA-seq pipelines, especially when sequencing depth is limited.

  dilated dcm sequence subsampled bulk rna-seq deep

• Alternative splicing-triggered mRNA decay informs splice-switching targets for neurodevelopmental disorders.

  PMID 41678398 · PMC13078869 · The Journal of clinical investigation · 2026 · 7 claims · 12 setups

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  EANMD, a new computational tool, identifies AS-NMD exons using the 50 nt rule plus additional transcript-level features and outperforms existing tools (SpliceTools, NMD Classifier)

  neuro2a embryonic e14.5 cortical rna-seq pacbio rt-pcr

• 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

• Prediction of Alzheimer's disease-specific phospholipase c gamma-1 SNV by deep learning-based approach for high-throughput screening.

  PMID 33397809 · PMC7826347 · Proceedings of the National Academy of Sciences of the United States of America · 2021 · 7 claims · 7 setups

  Has reproduction · 48

  An AD-specific frameshift insertion SNV in exon 27 of mouse PLCγ1 causes abnormal exon skipping (exons 26-30) during mRNA maturation in 5xFAD cortex

  cortex forebrain plcγ1 bulk rna-seq-based western

• H-DBAS: human-transcriptome database for alternative splicing: update 2010.

  PMID 19969536 · PMC2808982 · Nucleic acids research · 2010 · 8 claims · 4 setups

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  RNA-Seq tags from the polysome fraction identify AS exons that are very likely used for protein synthesis

  dld-1 rna-seq western real-time

• Exposure to the widely used herbicide atrazine results in deregulation of global tissue-specific RNA transcription in the third generation and is associated with a global decrease of histone trimethylation in mice.

  PMID 27655631 · PMC5175363 · Nucleic acids research · 2016 · 8 claims · 8 setups

  Has reproduction · 10

  Embryonic ATZ exposure affects meiosis, spermiogenesis and reduces spermatozoa number in F3 generation male mice

  testis dissociated epididymis chip-seq strand-specific h&e

• Identification of herpesvirus transcripts from genomic regions around the replication origins.

  PMID 37773348 · PMC10541914 · Scientific reports · 2023 · 8 claims · 8 setups

  Has reproduction · 59

  Herpesviruses display distinct patterns of transcriptional overlaps near or at the replication origins (Oris)

  nine same vzv prv direct cage-seq qrt-pcr

• BaRTv2: a highly resolved barley reference transcriptome for accurate transcript-specific RNA-seq quantification.

  PMID 35704392 · PMC9546494 · The Plant journal : for cell and molecular biology · 2022 · 8 claims · 6 setups

  Has reproduction · 94

  BaRTv2.18 is the most comprehensive and resolved reference transcriptome in barley to date, containing 39,434 genes and 148,260 transcripts

  barley pacbio illumina read

• Optimal Dual RNA-Seq Mapping for Accurate Pathogen Detection in Complex Eukaryotic Hosts.

  PMID 39959292 · PMC11825298 · Bio-protocol · 2025 · 7 claims · 6 setups

  Has reproduction · 90

  Mapping adapter-trimmed reads first to the pathogen genome recovers more pathogen reads than the traditional host-first mapping approach.

  monocyte-derived raw same trimmed dual fastqc adapter

• RNASEQR--a streamlined and accurate RNA-seq sequence analysis program.

  PMID 22199257 · PMC3315322 · Nucleic acids research · 2012 · 8 claims · 7 setups

  Has reproduction · 86

  RNASEQR is a new RNA-seq mapper/aligner that combines a BWT-based (Bowtie) transcriptomic/genomic alignment with hash-based BLAT local alignment in three sequential steps: transcriptome mapping, novel exon detection, and anchor-and-align novel splice junction identification.

  ccds glioblastoma experimental simulated simulated bulk quality

• RNA-Seq transcriptome profiling of upland cotton (Gossypium hirsutum L.) root tissue under water-deficit stress.

  PMID 24324815 · PMC3855774 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 38

  A total of 1,530 transcripts were differentially expressed between well-watered and water-deficit stressed field-grown upland cotton root tissues (913 up-regulated, 617 down-regulated).

  gossypium uppermost root reads bulk leaf rt-qpcr

• Fully haplotyped genome assemblies of healthy individuals reveal variability in 5'ss strength and support by splicing regulatory proteins.

  PMID 40191587 · PMC11970367 · NAR genomics and bioinformatics · 2025 · 8 claims · 5 setups

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  44 individuals' fully haplotyped diploid genome assemblies (88 haplotypes) from the 1000 Genomes Project were used to comprehensively assess homozygous and heterozygous sequence variations around and within 5'ss

  healthy reconstructed same 5'ss long-read computational statistical

• IsoSCM: improved and alternative 3' UTR annotation using multiple change-point inference.

  PMID 25406361 · PMC4274634 · RNA (New York, N.Y.) · 2015 · 8 claims · 6 setups

  Has reproduction · 30

  Existing ab initio assemblers (Cufflinks, Scripture) annotate at most one 3' boundary per terminal exon and therefore cannot assemble coexpressed tandem 3' UTR isoforms.

  mapped simulated rna-seq ict1 computational benchmarking 3'-seq

• Detecting unannotated splicing events in short-read RNA-seq with SAMI, a UMI-aware Nextflow pipeline.

  PMID 42166739 · PMC13242923 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups

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  SAMI is a UMI-aware, Singularity-contained Nextflow pipeline that detects splicing events diverging from transcript annotations directly from raw FASTQ files.

  seraseq simulated small processed targeted simulated computation

• Decoding the interconnected splicing patterns of hepatitis B virus and host using large language and deep learning models.

  PMID 41543530 · PMC12811152 · Microbial genomics · 2026 · 8 claims · 8 setups

  Full-text index only

  HBV splicing efficiency (coSI) correlates more strongly with disease progression than the overall proportion of spliced HBV RNA.

  hbv same host bulk splicing splicebert

• 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

• Eukan: a fully automated nuclear genome annotation pipeline for less studied and divergent eukaryotes.

  PMID 41567515 · PMC12817076 · NAR genomics and bioinformatics · 2026 · 8 claims · 7 setups

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  Eukan automatically leverages RNA-Seq coverage to inform generalized Hidden Markov Model gene prediction and intron lengths to inform protein sequence alignments

  taxonomically paired-end rna-seq reference automated rna-seq novo

• Genetic alternative splicing regulation mapping of cartilage and synovium reveals tissue-specific mechanisms of joint-related traits.

  PMID 41820402 · PMC13121699 · Nature communications · 2026 · 8 claims · 8 setups

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  Generated a splicing quantitative trait loci (sQTL) resource for human cartilage and synovium from over 200 donors

  degenerated synovium matched paired bulk genotyping differential

• nf-core/circrna: a portable workflow for the quantification, miRNA target prediction and differential expression analysis of circular RNAs.

  PMID 36694127 · PMC9875403 · BMC bioinformatics · 2023 · 8 claims · 4 setups

  Has reproduction · 76

  Existing circRNA workflows are limited: none delineate circRNA-miRNA interactions and only one performs differential expression analysis, requiring users to supplement missing analysis types with in-house expertise

  paired-end rna-seq mature circrna read circrna mirna

• PrimerSeq: Design and visualization of RT-PCR primers for alternative splicing using RNA-seq data.

  PMID 24747190 · PMC4411361 · Genomics, proteomics & bioinformatics · 2014 · 8 claims · 3 setups

  Has reproduction · 90

  PrimerSeq is a user-friendly stand-alone software with a GUI for systematic design and visualization of RT-PCR primers for alternative splicing analysis using user-provided RNA-seq data.

  heart genome rna-seq rt-pcr