Evidence map›Paper›PMID 42596069›Full record

ArticleAdvanced healthcare materials2026

3D-Printable and Bioelectronic-Compatible Graphene-Reinforced PLA Nanocomposites Rejuvenate Aged Bone Regeneration Through Glycolytic Reprogramming.

Mengjia Wang, Yangheng Zhang, Haiyang Pan, Shuoyang Xu, Yanting Zou, Zhiwei Peng, Haichang Jiang, Zhen Zhu, Wenrong Yang, Yanfen Li and 3 more

Abstract read
In one paragraph

Article in Advanced healthcare materials, 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

13 authors.

Mengjia WangDepartment of Periodontology, Nanjing Stomatological Hospital, Affiliated Hospital of Medical School, Institute of Stomatology, Nanjing University, Nanjing, China.ORCID https://orcid.org/0000-0001-6236-2056
Yangheng ZhangDepartment of Periodontology, Nanjing Stomatological Hospital, Affiliated Hospital of Medical School, Institute of Stomatology, Nanjing University, Nanjing, China.ORCID https://orcid.org/0000-0002-2151-1737
Haiyang PanSEU-FEI Nano-Pico Center, Key Lab of MEMS of Ministry of Education, School of Integrated Circuits, Southeast University, Nanjing, China.ORCID https://orcid.org/0009-0004-7790-1082
Shuoyang XuSEU-FEI Nano-Pico Center, Key Lab of MEMS of Ministry of Education, School of Integrated Circuits, Southeast University, Nanjing, China.ORCID https://orcid.org/0009-0003-2346-2259
Yanting ZouDepartment of Periodontology, Nanjing Stomatological Hospital, Affiliated Hospital of Medical School, Institute of Stomatology, Nanjing University, Nanjing, China.ORCID https://orcid.org/0009-0007-1516-8454
Zhiwei PengDepartment of Periodontology, Nanjing Stomatological Hospital, Affiliated Hospital of Medical School, Institute of Stomatology, Nanjing University, Nanjing, China.ORCID https://orcid.org/0009-0008-6745-9250
Haichang JiangDepartment of Periodontology, Nanjing Stomatological Hospital, Affiliated Hospital of Medical School, Institute of Stomatology, Nanjing University, Nanjing, China.ORCID https://orcid.org/0009-0006-4686-5079
Zhen ZhuSEU-FEI Nano-Pico Center, Key Lab of MEMS of Ministry of Education, School of Integrated Circuits, Southeast University, Nanjing, China.
Wenrong YangSchool of Life and Environmental Science, Centre For Chemistry and Biotechnology, Deakin University, Geelong, Australia.ORCID https://orcid.org/0000-0001-8815-1951
Yanfen LiDepartment of Periodontology, Nanjing Stomatological Hospital, Affiliated Hospital of Medical School, Institute of Stomatology, Nanjing University, Nanjing, China.ORCID https://orcid.org/0009-0002-2205-6489
Litao SunSEU-FEI Nano-Pico Center, Key Lab of MEMS of Ministry of Education, School of Integrated Circuits, Southeast University, Nanjing, China.ORCID https://orcid.org/0000-0002-2750-5004
Hua HongSEU-FEI Nano-Pico Center, Key Lab of MEMS of Ministry of Education, School of Integrated Circuits, Southeast University, Nanjing, China.ORCID https://orcid.org/0000-0001-8966-0846
Fuhua YanDepartment of Periodontology, Nanjing Stomatological Hospital, Affiliated Hospital of Medical School, Institute of Stomatology, Nanjing University, Nanjing, China.ORCID https://orcid.org/0000-0002-6963-3530

Funding

High-Level Hospital Construction Project of the Affiliated Hospital of Medical SchoolInstitute of Stomatology, Nanjing University 0224C016Jiangsu Funding Program for Excellent Postdoctoral Talent 2025ZB538Jiangsu Provincial Key Research and Development Program BE2023067National Natural Science Foundation of China 12304211
6 · The paper itself

Abstract

Age-related metabolic dysregulation, chronic inflammation, and impaired vascularization severely compromise critical-sized bone healing. Building upon G-PLA nanocomposites previously established for bioelectronic encapsulation, we herein investigate their potential as a bio-instructive interface for guided bone regeneration. Fabricated via in situ graphite exfoliation, G-PLA provides enhanced hydrophilicity, mechanical robustness, and bioactivity while preserving excellent 3D-printability. In rat cranial defects, G-PLA significantly accelerated regeneration, as demonstrated by micro-CT, histological, and immunohistochemical analyses. Comparative evaluations in young and aged animals revealed that G-PLA effectively mitigates age-dependent declines in reparative capacity. Proteomic profiling indicated that G-PLA orchestrates a pro-regenerative microenvironment by inducing glycolytic reprogramming to meet the elevated energy demands of regeneration. In aged defects, G-PLA upregulated glycolytic enzymes (e.g., ALDOA and HK2), enhanced angiogenesis (CD31/CD34), and suppressed inflammation- and senescence-associated markers (e.g., P21 and SIRT2). In vitro studies validated that G-PLA augments glycolytic flux in endothelial cells, enhances osteogenic differentiation of mesenchymal stem cells, and promotes macrophage polarization toward an anti-inflammatory M2 phenotype. Therefore, G-PLA nanocomposites transcend passive structural support to act as a bio-instructive interface that revitalizes the aging-associated vascular-bone coupling, offering a versatile framework for next-generation multifunctional implantable hybrid systems.

Indexed as

Bone RegenerationGlycolysisGraphiteNanocompositesPolyestersAnimalsMesenchymal Stem CellsMetabolic ReprogrammingOsteogenesisRatsRats, Sprague-DawleyGraphitePolyesterspoly(lactide)3D‐printable scaffoldsaging‐associated bone repairbio‐instructive interfacecritical‐sized bone defectsglycolytic reprogramminggraphene‐reinforced nanocompositesimplantable bioelectronics

Identifiers

PMID42596069
PMCPMC13568881

What Socratic holds

Textmetadata
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.