Evidence map›Paper›PMID 40650639›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Hypoglycemia Induces Diabetic Macrovascular Endothelial Dysfunction via Endothelial Cell PANoptosis, Macrophage Polarization, and VSMC Fibrosis.

Deyu Zuo, Yuce Peng, Guozhi Zhao, Zhesheng Cheng, Minghao Luo, Dingyi Lv, Shuting Chang, Na Li, Yanyao Huang, Xunjia Li and 1 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. PANoptosis in diabetes: immunometabolic insights and treatments.Apoptosis : an international journal on programmed cell death · 2026
    Review
  4. Article
  5. Review
  6. Article
  7. 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.

Deyu ZuoDepartment of Rehabilitation Medicine, The First Affiliated Hospital of Chongqing University of Chinese Medicine, Chongqing Traditional Chinese Medicine Hospital, Chongqing, 400021, China.
Yuce PengDivision of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.ORCID https://orcid.org/0000-0002-2095-8713
Guozhi ZhaoDepartments of Urology surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400000, China.
Zhesheng ChengDepartment of Pharmaceutical Sciences, College of Pharmacy and Health Sciences, St. John's University, Queens, NY, 11439, USA.
Minghao LuoDivision of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
Dingyi LvDivision of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
Shuting ChangDivision of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
Na LiDivision of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
Yanyao HuangDivision of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
Xunjia LiDepartment of Nephrology, The First Affiliated Hospital of Chongqing University of Chinese Medicine, Chongqing Traditional Chinese Medicine Hospital, Chongqing, 400021, China.
An HeDivision of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.

Funding

China Postdoctoral Science Foundation General Funding Program 2024MD754010Chongqing Natural Science Foundation CSTB2022NSCQ-MSX0081Chongqing Natural Science Foundation CSTB2024NSCQ-MSX0320Chongqing Natural Science Foundation Innovation and Development Joint Fund CSTB2024NSCQ- LZX0079Chongqing Postdoctoral Innovative Talent Support Program CQBX202213National Natural Science Foundation of China 82300477National Natural Science Foundation of China 82305006The Chongqing Medical Young Talents Program YXQN202415
6 · The paper itself

Abstract

Hypoglycemia is a commonly neglected complication in elderly diabetic patients, which can lead to cardiovascular events. Endothelial cell dysfunction is the primary inducer of cardiovascular events, and it is associated with hypoglycemia-triggered cytokine release and inflammatory programmed cell death. A comprehensive understanding of lineage-specific variations in pathological vascular changes is essential to mitigate cardiovascular events and ensure therapeutic efficacy. Herein, unbiased clustering analyses and single-nucleus RNA sequencing are performed on cells of the thoracic aorta in db/db and insulin-induced hypoglycemic db/db mice. Comparative analyses show changes in lineage-specific genes, subpopulation composition, intercellular communication, and molecular biology in hypoglycemic diabetic mice. The analyses also revealed the changes of different cells, particularly endothelial cell PANoptosis, macrophage inflammatory polarization, and vascular smooth muscle cell (VSMC) fibrosis. Pseudo-time sequencing, differential expression, and regulation network analyses revealed the association of potential hub genes Klf2, ETS2, Elavl1, C3, and Nr4a1 with the mentioned pathological processes. It is demonstrated that hypoglycemia induces VSMC fibrosis in vivo, whereas Angptl4 knockdown can attenuate VSMC fibrosis in vitro. These findings demonstrate the hypoglycemic macroangiopathy mechanism and provide important references for future disease intervention and treatment.

Indexed as

Diabetes Mellitus, ExperimentalDiabetic AngiopathiesEndothelial CellsEndothelium, VascularHypoglycemiaMacrophagesMuscle, Smooth, VascularAnimalsFibrosisHumansMaleMiceMice, Inbred C57BLANGPTL4fibrosishypoglycemiaPANoptosisproinflammatory polarization

Identifiers

PMID40650639
PMCPMC12499442

What OpenQuestion holds

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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.