ReviewNature protocols2025
Optimized identification and characterization of small RNAs with PANDORA-seq.
Review in Nature protocols, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
11 citing papers in PubMed.
- tRNA‑derived RNAs in hepatic diseases: From biological functions to clinical translation (Review).International journal of molecular medicine · 2026Review
- The dark genome in cardiovascular medicine.European heart journal · 2026Review
- A modular class-aware workflow for small RNA sequencing analysis using mouse sperm as a case study.Epigenomics · 2026Article
- qMAP decodes RNA fragmentation dynamics in development and disease.Molecular systems biology · 2026Article
- De novo direct sequencing of small therapeutic RNAs by layer-by-layer intensity-resolved mass spectrometry.Nucleic acids research · 2026Article
- High-Throughput Sequencing Decodes tsRNA Landscapes: Insights into Cancer Biomarkers and Therapeutic Targets.International journal of molecular sciences · 2026Review
- Conserved shifts in sperm small non-coding RNA profiles during mouse and human aging.The EMBO journal · 2026Article
- Paternal Microplastic Exposure Alters Sperm Small Noncoding RNAs and Affects Offspring Metabolic Health in Mice.Journal of the Endocrine Society · 2026Article
- Striatal small RNA remodeling in MPTP-induced Parkinson's disease highlights coordinated downregulation of mitochondrial tsRNAs.Frontiers in aging neuroscience · 2026Article
- A cholesterol-responsive hepatic tRNA-derived small RNA regulates cholesterol homeostasis and atherosclerosis development.Nature communications · 2025Article
- The Life of MicroRNAs: Biogenesis, Function and Decay in Cancer.Biomolecules · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
Small noncoding RNAs (sncRNAs) are a diverse group of RNAs including small interfering RNAs, microRNAs, PIWI-interacting RNAs and RNAs derived from structured RNAs such as transfer RNAs, ribosomal RNAs and others. These sncRNAs have varied termini and RNA modifications, which can interfere with adaptor ligation and reverse transcription during cDNA library construction, hindering detection of many types of sncRNA by standard small RNA sequencing methods. To address this limitation, PANDORA sequencing introduces a refined methodology. The procedure includes sequential enzymatic treatments of size-selected RNAs with T4PNK and AlkB, which effectively circumvent the challenges presented by the ligation-blocking termini and reverse transcription-blocking RNA modifications, followed by tailored small RNA library construction protocols and deep sequencing. The obtained datasets are analyzed with the SPORTS pipeline, which can comprehensively analyze various types of sncRNA beyond the traditionally studied classes, to include those derived from various parental RNAs (for example, from transfer RNA and ribosomal RNA), as well as output the locations on the parental RNA from which these sncRNAs are derived. The entire protocol takes ~7 d, depending on the sample size and sequencing turnaround time. PANDORA sequencing provides a transformative tool to further our understanding of the expanding small RNA universe and to explore the uncharted functions of sncRNAs.
Indexed as
Identifiers
40181099What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.