Evidence map›Paper›PMID 41963494›Full record

ArticleScientific reports2026

Comprehensive guide for optimizing octopus immune cell preparation to enhance single cell RNA sequencing success.

M M Costa, I Ferreirós-Vidal, A Salas, S Dios, F Gambón, C Gestal

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

M M CostaInstituto de Investigaciones Marinas (IIM), CSIC, Vigo, Spain.
I Ferreirós-VidalGenética de Poblaciones en Biomedicina (GenPoB) Research Group, Facultade de Medicina, Instituto de Ciencias Forenses, Instituto de Investigación Sanitaria (IDIS), Unidade de Xenética, Universidade de Santiago de Compostela, Hospital Clínico Universitario de Santiago (SERGAS), 15706, Galicia, Spain.
A SalasGenética de Poblaciones en Biomedicina (GenPoB) Research Group, Facultade de Medicina, Instituto de Ciencias Forenses, Instituto de Investigación Sanitaria (IDIS), Unidade de Xenética, Universidade de Santiago de Compostela, Hospital Clínico Universitario de Santiago (SERGAS), 15706, Galicia, Spain.
S DiosInstituto de Investigaciones Marinas (IIM), CSIC, Vigo, Spain.
F GambónDepartment of Immunology, Vigo University Hospital Complex, Vigo, Spain.
C GestalInstituto de Investigaciones Marinas (IIM), CSIC, Vigo, Spain. cgestal@iim.csic.es.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The common octopus, Octopus vulgaris, is renowned for its advanced nervous system and complex behavior, yet its immune system remains poorly understood despite its relevance for health and pathogen resistance. Understanding octopus immunity is key to sustainable aquaculture and animal welfare. Single-cell RNA sequencing (scRNA-seq) provides high-resolution insights into immune cell diversity but requires viable single-cell suspensions, which are challenging in octopus hemocytes due to aggregation, high salinity, and chemical constraints. This study presents an optimized protocol for isolating circulating hemocytes and white body-resident hemocytes (WBH) from O. vulgaris. Hemocytes resuspended in Marine Antiaggregant Solution (MAS) maintained > 90% viability and structural integrity for at least 2 h post‑extraction, while WBH were dissociated using combined mechanical and enzymatic methods. Cell counting comparisons revealed poor correlation between LUNA-FL and flow cytometry, whereas Neubauer chamber counts aligned closely with cytometry data. Furthermore, a reduced-EDTA MAS medium (MAS low) proved compatible with 10 × Genomics chemistry, enabling successful GEM generation, reverse transcription, and cDNA library construction. Shallow sequencing confirmed recovery of high-quality transcriptomes and distinct hemocyte populations, demonstrating the feasibility of scRNA-seq in this non-model marine species. These findings provide the first methodological framework for applying scRNA-seq to octopus immune cells, enabling detailed analysis of hemocyte diversity and function. This pipeline establishes the foundation for investigating immune responses and adaptation and offers a valuable tool for extending single-cell applications to other marine invertebrates, enhancing immunity understanding of cephalopod immunity, and supporting animal welfare and sustainable aquaculture practices.

Indexed as

HemocytesOctopodiformesSequence Analysis, RNASingle-Cell Gene Expression AnalysisAnimalsCell SeparationFlow Cytometry

Identifiers

PMID41963494
PMCPMC13230822

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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.