Evidence map›Paper›PMID 41772029›Full record

ArticleScientific reports2026

Single-cell transcriptomics reveal heat shock protein dysregulation in severe SARS-CoV-2-associated pediatric encephalopathy.

Takako Suzuki, Yoshitaka Sato, Motomasa Suzuki, Yuto Fukuda, Ken-Ichi Iwata, Makoto Yamaguchi, Yoshiki Kawamura, Tetsushi Yoshikawa, Hiroshi Kimura, Jun-Ichi Kawada and 1 more

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

11 authors.

Takako SuzukiDepartment of Pediatrics, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan. suzuki.takako.j9@f.mail.nagoya-u.ac.jp.
Yoshitaka SatoDepartment of Virology, Nagoya University Graduate School of Medicine, Nagoya, Japan.
Motomasa SuzukiDepartment of Pediatric Neurology, Aichi Children's Health and Medical Center, Obu, Japan.
Yuto FukudaDepartment of Pediatrics, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan.
Ken-Ichi IwataDepartment of Pediatrics, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan.
Makoto YamaguchiDepartment of Pediatrics, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan.
Yoshiki KawamuraDepartment of Pediatrics, Fujita Health University School of Medicine, Toyoake, Japan.
Tetsushi YoshikawaDepartment of Pediatrics, Fujita Health University School of Medicine, Toyoake, Japan.
Hiroshi KimuraDepartment of Virology, Nagoya University Graduate School of Medicine, Nagoya, Japan.
Jun-Ichi KawadaDepartment of Pediatrics, Fujita Health University School of Medicine, Toyoake, Japan.
Yuka ToriiDepartment of Pediatrics, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan.

Funding

Japan Agency for Medical Research and Development JP256f0137010Japan Society for the Promotion of Science 21K077478Japan Society for the Promotion of Science 21K20756
6 · The paper itself

Abstract

Severe acute encephalopathy/encephalitis (AE) associated with SARS-CoV-2 has been increasingly reported since the emergence of the Omicron variant. Several pediatric cases have shown the development of acute fulminant cerebral edema (AFCE) or hemorrhagic shock encephalopathy syndrome (HSES), which are linked to high morbidity and mortality. However, the underlying pathogenic mechanisms remain unclear. We performed single-cell RNA sequencing of peripheral blood mononuclear cells from a pediatric patient with SARS-CoV-2-associated AE presenting with AFCE/HSES and compared the data with those from two patients with mild AE, one patient with febrile seizures due to non-SARS-CoV-2 pathogens, and publicly available pediatric COVID-19 datasets without neurological complications. During the acute phase, we observed a prominent expansion of B-cell populations, including distinct activated B-cell clusters. Cell-cell communication analysis identified macrophage migration inhibitory factor signaling, although it was not specific to SARS-CoV-2-associated AE. Notably, heat shock protein genes, particularly HSPA1A and HSPB1, were selectively upregulated across multiple immune cell types only in severe SARS-CoV-2-associated AE. Enzyme-linked immunosorbent assay confirmed significantly elevated plasma and serum protein levels of HSPA1A and HSPB1 during the acute phase. These findings highlight HSPA1A and HSPB1 as potential biomarkers of severe SARS-CoV-2-associated AE and suggest a pathogenic possible role for stress-response pathways.

Indexed as

COVID-19Heat-Shock ProteinsHSP70 Heat-Shock ProteinsMolecular ChaperonesTranscriptomeChildFemaleHumansLeukocytes, MononuclearMaleSARS-CoV-2Single-Cell AnalysisSingle-Cell Gene Expression AnalysisHeat-Shock ProteinsHSP70 Heat-Shock ProteinsHSPA1A protein, humanHSPB1 protein, humanMolecular ChaperonesAcute encephalitisAcute encephalopathyHSPA1AHSPB1SARS-CoV-2Single-cell RNA sequencing

Identifiers

PMID41772029
PMCPMC12988161

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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.