Evidence map›Paper›PMID 41580779›Full record

ArticleCancer cell international2026

HMGB1 affects the progression of neurofibromatosis type 1-associated malignant peripheral nerve sheath tumors through E2F2.

Shengqiao Sun, Chenhao Hu, Lebao Yu, Dezhi Li, Chao Guo, Song Liu

Abstract read
In one paragraph

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

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

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.

Shengqiao Sun *Beijing Key Laboratory of Central Nervous System Injury, Beijing Neurosurgical Institute, Capital Medical University, No. 119 South Fourth Ring West Road, Fengtai District, Beijing, China.
Chenhao Hu *Beijing Key Laboratory of Central Nervous System Injury, Beijing Neurosurgical Institute, Capital Medical University, No. 119 South Fourth Ring West Road, Fengtai District, Beijing, China.
Lebao YuDepartment of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, No. 119 South Fourth Ring West Road, Fengtai District, Beijing, China.
Dezhi LiBeijing Key Laboratory of Central Nervous System Injury, Beijing Neurosurgical Institute, Capital Medical University, No. 119 South Fourth Ring West Road, Fengtai District, Beijing, China.
Chao GuoBeijing Key Laboratory of Central Nervous System Injury, Beijing Neurosurgical Institute, Capital Medical University, No. 119 South Fourth Ring West Road, Fengtai District, Beijing, China.
Song LiuBeijing Key Laboratory of Central Nervous System Injury, Beijing Neurosurgical Institute, Capital Medical University, No. 119 South Fourth Ring West Road, Fengtai District, Beijing, China. dr_songliu2018@163.com.

Funding

National Natural Science Foundation of China No. 82171364
6 · The paper itself

Abstract

backgroundMalignant peripheral nerve sheath tumors (MPNSTs) represent the most severe complication of neurofibromatosis type 1 (NF1), with limited therapeutic options and poor prognosis. High-mobility group box 1 (HMGB1) is a chromatin-associated protein implicated in various cancers, yet its functional role and mechanistic involvement in NF1-MPNST progression remain poorly understood.

methodsWe integrated single-cell RNA sequencing (scRNA-seq) and bulk RNA-seq analyses of patient-derived NF1-MPNST and plexiform neurofibroma (PNF) tissues. Functional validation was performed using NF1 cell lines with HMGB1 knockdown and overexpression. Mechanistic insights were explored via CUT&Tag, ChIP‒qPCR, qPCR, and Western blot. In vivo tumor growth was assessed using a xenograft mouse model.

resultsHMGB1 was significantly upregulated in malignant CNV-high subpopulations of MPNSTs and correlated with poor patient survival. Functional assays demonstrated that HMGB1 knockdown suppressed tumor proliferation, migration, and invasion, and induced G1 arrest, while its overexpression promoted these phenotypes. Mechanistically, HMGB1 directly bound to the E2F2 promoter and activated its transcription, thereby driving the G1/S transition. In vivo, HMGB1 overexpression accelerated tumor growth, whereas knockdown suppressed it, consistent with modulated E2F2 and Ki-67 expression.

conclusionsOur study identifies HMGB1 as a key oncogenic driver in NF1-MPNST progression, functioning through direct transcriptional activation of E2F2 to promote cell cycle progression and tumor malignancy. These findings position HMGB1 as both a prognostic biomarker and a promising therapeutic target for NF1-associated MPNSTs.

Indexed as

Cell CycleE2F2HMGB1NF1-MPNST

Identifiers

PMID41580779
PMCPMC12914932

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.