Evidence map›Paper›PMID 41126733›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Single-Cell RNA Sequencing of Thyroid Tissues Reveals Pathogenesis of Graves' Disease.

Xiaoyi Zhou, Jia Cong, Rongguang Peng, Dichen Yang, Chenchen Dong, Jing Xie, Jiqi Yan, Jie Kuang, Fubin Li, Leng Siew Yeap and 9 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Single-Cell RNA Sequencing of Thyroid Tissues Reveals Pathogenesis of Graves' Disease.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 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

19 authors.

Xiaoyi ZhouDepartment of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine (SJTUSM), Shanghai, 200023, China.
Jia CongDepartment of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine (SJTUSM), Shanghai, 200023, China.
Rongguang PengDepartment of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine (SJTUSM), Shanghai, 200023, China.
Dichen YangDepartment of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine (SJTUSM), Shanghai, 200023, China.
Chenchen DongDepartment of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine (SJTUSM), Shanghai, 200023, China.
Jing XieDepartment of Pathology, Ruijin Hospital, SJTUSM, Shanghai, 200025, China.
Jiqi YanDepartment of General Surgery, Ruijin Hospital, SJTUSM, Shanghai, 200025, China.
Jie KuangDepartment of General Surgery, Ruijin Hospital, SJTUSM, Shanghai, 200025, China.
Fubin LiCenter for Immune-Related Diseases at Shanghai Institute of Immunology, Ruijin Hospital, SJTUSM, Shanghai, 200025, China.
Leng Siew YeapCenter for Immune-Related Diseases at Shanghai Institute of Immunology, Ruijin Hospital, SJTUSM, Shanghai, 200025, China.
Xiaoyan XieDepartment of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine (SJTUSM), Shanghai, 200023, China.
Haolong YinDepartment of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine (SJTUSM), Shanghai, 200023, China.
Rulai HanDepartment of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine (SJTUSM), Shanghai, 200023, China.
Liyun ShenDepartment of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine (SJTUSM), Shanghai, 200023, China.
Yulin ZhouDepartment of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine (SJTUSM), Shanghai, 200023, China.
Guang NingDepartment of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine (SJTUSM), Shanghai, 200023, China.
Shu WangDepartment of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine (SJTUSM), Shanghai, 200023, China.
Weiqing WangDepartment of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine (SJTUSM), Shanghai, 200023, China.
Lei YeDepartment of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine (SJTUSM), Shanghai, 200023, China.ORCID https://orcid.org/0000-0003-4064-4460

Funding

Chinese Academy of Medical Sciences 2023-PT320-05National Natural Science Foundation of China 82370787
6 · The paper itself

Abstract

Graves' disease (GD) is an autoimmune disorder primarily targeting the thyroid tissue. While major histocompatibility complex (MHC)-dependent B cell activation and thyroid-stimulating hormone receptor (TSHR) autoantibody production are central to GD, the intrathyroidal immune landscape remains largely unexplored. Through single-cell RNA sequencing (scRNA-seq), this work constructed a comprehensive immune cell atlas, revealing dominant IFN-γ-secreting CD4

Indexed as

Graves DiseaseSingle-Cell AnalysisThyroid GlandFemaleHumansSequence Analysis, RNAgraves’ diseaseimmune cell atlassingle‐cell RNA sequencingstress surveillanceTph cellsγδ T Cells

Identifiers

PMID41126733
PMCPMC12767108

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.