Evidence map›Paper›PMID 40745405›Full record

ArticleJournal of thrombosis and thrombolysis2026

Single-cell RNA sequencing of platelets: challenges and potential.

Giacomo Viggiani, Kilian Kirmes, Jiaying Han, Melissa Klug, Stephanie Kühne, Gianluigi Condorelli, Karl-Ludwig Laugwitz, Conor J Bloxham, Clelia Peano, Philip Raake and 2 more

Abstract read
In one paragraph

Article in Journal of thrombosis and thrombolysis, 2026. 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

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

2 citing papers in PubMed.

  1. Article
  2. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

12 authors.

Giacomo Viggiani *Department of Internal Medicine I, University Hospital Rechts Der Isar, Technical University of Munich, Munich, Germany.
Kilian Kirmes *Department of Internal Medicine I, University Hospital Rechts Der Isar, Technical University of Munich, Munich, Germany.
Jiaying HanDepartment of Internal Medicine I, University Hospital Rechts Der Isar, Technical University of Munich, Munich, Germany.
Melissa KlugDepartment of Internal Medicine I, University Hospital Rechts Der Isar, Technical University of Munich, Munich, Germany.
Stephanie KühneDepartment of Internal Medicine I, University Hospital Augsburg, University Augsburg, Augsburg, Germany.
Gianluigi CondorelliDepartment of Cardiovascular Medicine, Humanitas Clinical and Research Center IRCCS and Humanitas University, Rozzano, Milan, Italy.
Karl-Ludwig LaugwitzDepartment of Internal Medicine I, University Hospital Rechts Der Isar, Technical University of Munich, Munich, Germany.
Conor J BloxhamDepartment of Internal Medicine I, University Hospital Augsburg, University Augsburg, Augsburg, Germany.
Clelia PeanoInstitute of Genetics and Biomedical Research, UoS of Milan, National Research Council, Milan, Italy.
Philip RaakeDepartment of Internal Medicine I, University Hospital Augsburg, University Augsburg, Augsburg, Germany.
Isabell BernlochnerDepartment of Internal Medicine I, University Hospital Rechts Der Isar, Technical University of Munich, Munich, Germany.
Dario BongiovanniDepartment of Internal Medicine I, University Hospital Augsburg, University Augsburg, Augsburg, Germany. dario.bongiovanni@med.uni-augsburg.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Platelets are small, anuclear cells crucial for hemostasis, coagulation, immune responses, and vascular diseases. While unable to produce their own RNA, platelets inherit RNA from their megakaryocyte precursors, exchange RNA with other cells, and possess all the necessary machinery for protein synthesis. However, several challenges, including their limited RNA content, high reactivity of these small cells leading to their activation, have hindered single-cell transcriptomic studies of these cells. The primary objective of this study is to perform single-cell RNA sequencing (scRNA-seq) on platelets obtained from whole blood. Peripheral whole blood from a healthy donor was obtained by venipuncture and was purified to obtain platelet-rich plasma (PRP). ScRNA-seq was performed using the 10X genomics platform on PRP for the first time. Data normalization and UMAP clustering with cluster-specific differential gene expression analysis were performed. ScRNA-seq performed on platelets identified three distinct clusters, with one enriched for platelet-specific lineage markers, such as PPBP and PF4. Mitochondrial RNA was highly expressed accounting for approx. 14% of the total RNA counts. Despite procedural challenges and technical considerations including high exhaustion potential and sensitivity to handling, small cell size and limited RNA content, this pilot study demonstrates feasibility of scRNA-seq of platelets from whole blood. This advancement paves the way for groundbreaking insights into platelet biology and more focus for clinician researchers on potential research avenues.

Indexed as

Blood PlateletsRNA-SeqSequence Analysis, RNASingle-Cell AnalysisGene Expression ProfilingHumansPilot ProjectsTranscriptome10X genomicsPlatelet rich plasmaPlateletsSingle-cell RNA sequencingThrombocyte biology

Identifiers

PMID40745405
PMCPMC12886231

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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.