Evidence map›Paper›PMID 41455910›Full record

ArticleBMC genomics2025

Generation of a Litopenaeus vannamei hepatopancreas cell atlas from single nuclei transcriptomics using a new nuclei isolation method.

Alexandra Florea, Rose Ruiz Daniels, Sarah J Salisbury, James Furniss, Diego Robledo, Tim P Bean

Abstract read
In one paragraph

Article in BMC genomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Frontiers in microbiology · 2026
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Alexandra FloreaThe Roslin Institute, University of Edinburgh, Edinburgh, EH25 9RG, United Kingdom. alexandra.florea@ed.ac.uk.
Rose Ruiz DanielsThe Roslin Institute, University of Edinburgh, Edinburgh, EH25 9RG, United Kingdom.
Sarah J SalisburyThe Roslin Institute, University of Edinburgh, Edinburgh, EH25 9RG, United Kingdom.
James FurnissThe Roslin Institute, University of Edinburgh, Edinburgh, EH25 9RG, United Kingdom.
Diego RobledoThe Roslin Institute, University of Edinburgh, Edinburgh, EH25 9RG, United Kingdom.
Tim P BeanThe Roslin Institute, University of Edinburgh, Edinburgh, EH25 9RG, United Kingdom.

Funding

Biotechnology and Biological Sciences Research Council BBS/E/RL/230001ABiotechnology and Biological Sciences Research Council BB/T00875X/1
6 · The paper itself

Abstract

backgroundCrustacean aquaculture is one of the most important food sectors globally and projected to grow. It is a source of nutritious and economic animal protein in many countries. As the global demand for sea food increases, and with an increase in climatic and pathogenic threats to the industry, curating our current knowledge about crustaceans, as well as generating new tools and resources to help minimise the impact of various diseases on the sustainability of the industry is of the utmost importance to increase the resilience of the farmed animal stocks. The main aim of this pilot study was to create a new cell atlas for Pacific whiteleg shrimp (Litopenaeus vannamei) hepatopancreas which encapsulates both the different hepatocyte cell states as well as the various supporting cells found throughout the hepatopancreas, while developing a new method for nuclei isolation and data analysis in the species.

resultsWe developed new protocols for TST-based nuclei isolation which could be used to successfully isolate and process crustacean-derived nuclei for single nuclei RNA-sequencing analysis with minimal nuclei degradation using frozen hepatopancreas tissue from healthy L. vannamei adults. The bioinformatic analysis that followed allowed us to create a new cell atlas for the hepatopancreas which details the different hepatocyte cell states. Additionally, we built up on the existing knowledge by also analysing the multiple supporting cell clusters such as IECs, fibroblasts and myocytes, which helps improve our understanding of the characteristics of this immune-related organ.

conclusionOverall, 4005 cells were assigned to nine different clusters. Distinct marker genes suggest unique functions of each hepatocyte subtypes and adjacent supportive cells. The new TST-based isolation method for frozen or archived nuclei is particularly useful for processing difficult samples, such as the hepatopancreas, minimise stress and dissociation bias while allowing for greater flexibility between tissue sampling and processing times. Combining the knowledge gained through this study with past and future work in other penaeid shrimp species will allow us to create a powerful resource that will help uncover new knowledge about these important species, especially in the field of stress and immunity.

Indexed as

Cell NucleusGene Expression ProfilingHepatopancreasPenaeidaeTranscriptomeAnimalsHepatocytesSingle-Cell AnalysisCell atlasHepatopancreasLitopenaeus vannameiPenaeid shrimpSingle nuclei RNA sequencingTranscriptomics

Identifiers

PMID41455910
PMCPMC12860103

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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.