Evidence map›Paper›PMID 41488321›Full record

ArticleBioactive materials2026

Harnessing piezoelectric stimulation to modulate PI3K-AKT signaling for intervertebral disc regeneration.

Yisi Liu, Jie Hu, Yu Qian, Qian Wu, Yan Su, Hao Jiang, Hui He, Qianglong Chen, Qifan Yu, Qiang Yang and 6 more

Abstract read
In one paragraph

Article in Bioactive materials, 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. Review
  3. Review
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

16 authors.

Yisi LiuMedical 3D Printing Center, Orthopedic Institute, Department of Orthopedic Surgery, The First Affiliated Hospital, School of Basic Medical Sciences, Interdisciplinary Innovation Center for Nanomedicine, MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, 215000, PR China.
Jie HuMedical 3D Printing Center, Orthopedic Institute, Department of Orthopedic Surgery, The First Affiliated Hospital, School of Basic Medical Sciences, Interdisciplinary Innovation Center for Nanomedicine, MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, 215000, PR China.
Yu QianCenter for Health and Data Science (CHDS), The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, 215005, PR China.
Qian WuDepartment of General Surgery, Huadong Hospital, Fudan University, Shanghai, 200040, PR China.
Yan SuMedical 3D Printing Center, Orthopedic Institute, Department of Orthopedic Surgery, The First Affiliated Hospital, School of Basic Medical Sciences, Interdisciplinary Innovation Center for Nanomedicine, MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, 215000, PR China.
Hao JiangMedical 3D Printing Center, Orthopedic Institute, Department of Orthopedic Surgery, The First Affiliated Hospital, School of Basic Medical Sciences, Interdisciplinary Innovation Center for Nanomedicine, MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, 215000, PR China.
Hui HeMedical 3D Printing Center, Orthopedic Institute, Department of Orthopedic Surgery, The First Affiliated Hospital, School of Basic Medical Sciences, Interdisciplinary Innovation Center for Nanomedicine, MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, 215000, PR China.
Qianglong ChenMedical 3D Printing Center, Orthopedic Institute, Department of Orthopedic Surgery, The First Affiliated Hospital, School of Basic Medical Sciences, Interdisciplinary Innovation Center for Nanomedicine, MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, 215000, PR China.
Qifan YuMedical 3D Printing Center, Orthopedic Institute, Department of Orthopedic Surgery, The First Affiliated Hospital, School of Basic Medical Sciences, Interdisciplinary Innovation Center for Nanomedicine, MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, 215000, PR China.
Qiang YangDepartment of Spine Surgery, Tianjin Hospital, Tianjin University, Tianjin, 30021l, PR China.
Ting LiangMedical 3D Printing Center, Orthopedic Institute, Department of Orthopedic Surgery, The First Affiliated Hospital, School of Basic Medical Sciences, Interdisciplinary Innovation Center for Nanomedicine, MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, 215000, PR China.
Caihong ZhuMedical 3D Printing Center, Orthopedic Institute, Department of Orthopedic Surgery, The First Affiliated Hospital, School of Basic Medical Sciences, Interdisciplinary Innovation Center for Nanomedicine, MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, 215000, PR China.
Zhangqin YuanMedical 3D Printing Center, Orthopedic Institute, Department of Orthopedic Surgery, The First Affiliated Hospital, School of Basic Medical Sciences, Interdisciplinary Innovation Center for Nanomedicine, MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, 215000, PR China.
Houfeng ZhengCenter for Health and Data Science (CHDS), The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, 215005, PR China.
Fengxuan HanMedical 3D Printing Center, Orthopedic Institute, Department of Orthopedic Surgery, The First Affiliated Hospital, School of Basic Medical Sciences, Interdisciplinary Innovation Center for Nanomedicine, MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, 215000, PR China.
Bin LiMedical 3D Printing Center, Orthopedic Institute, Department of Orthopedic Surgery, The First Affiliated Hospital, School of Basic Medical Sciences, Interdisciplinary Innovation Center for Nanomedicine, MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College, Soochow University, Suzhou, Jiangsu, 215000, PR China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Low back pain affects 70-85 % of adults globally, with intervertebral disc degeneration (IVDD) driving nearly half of cases. Integrating human genetic evidence from a large-scale genome-wide association study in up to 829,699 participants along with immunofluorescence staining of nucleus pulposus in patients with varying degrees of IVDD, we identified PI3K-Akt signaling as a central pathway in lumbar disc herniation. Guided by this genetic blueprint, we engineered a piezoelectric scaffold GelMA-FF (GF) which can transform physiological loading into regenerative bioelectrical signals, and regulate PI3K-Akt pathway. The GF system synergizes gelatin methacryloyl's biomechanical compatibility with diphenylalanine crystals' piezoelectric capacity, directly targeting fixed charge density restoration-the electrophysiological hallmark of IVDD. The results reveal that GF-generated electrical signals could change the pathogenic PI3K-Akt/NF-κB axis, shifting disc metabolism from inflammatory catabolism to anabolic regeneration. This GF system also enhances mitochondrial energetics and extracellular matrix synthesis, achieving structural and functional recovery in preclinical models. This study proposes a novel strategy-a paradigm where genetic risk architectures guide physiology-matched biomaterials to transduce endogenous mechanical microenvironment cues into regeneration signals.

Indexed as

Bioelectrical tissue regenerationFixed charge densityIntervertebral disc degenerationPI3K-Akt signaling pathwayPiezoelectric scaffold

Identifiers

PMID41488321
PMCPMC12757467

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.