Evidence map›Paper›PMID 41677519›Full record

ArticleNanomaterials (Basel, Switzerland)2026

Fine-Tuning Positive-Surface-Charge Carbon Dots for High-Efficiency and Low-Cytotoxicity Gene Delivery.

Shuo Zhang, Yangming Zhou, Qi Zhang, Juanjuan Xue, Ruijie Li, Tao Liu, Qianqian Duan, Shengbo Sang

Abstract read
In one paragraph

Article in Nanomaterials (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

8 authors.

Shuo ZhangShanxi Key Laboratory of Artificial Intelligence & Micro Nano Sensors, School of Integrated Circuit, Taiyuan University of Technology, Taiyuan 030024, China.
Yangming ZhouShanxi Key Laboratory of Artificial Intelligence & Micro Nano Sensors, School of Integrated Circuit, Taiyuan University of Technology, Taiyuan 030024, China.
Qi ZhangShanxi Key Laboratory of Artificial Intelligence & Micro Nano Sensors, School of Integrated Circuit, Taiyuan University of Technology, Taiyuan 030024, China.
Juanjuan XueShanxi Key Laboratory of Artificial Intelligence & Micro Nano Sensors, School of Integrated Circuit, Taiyuan University of Technology, Taiyuan 030024, China.
Ruijie LiShanxi Key Laboratory of Artificial Intelligence & Micro Nano Sensors, School of Integrated Circuit, Taiyuan University of Technology, Taiyuan 030024, China.
Tao LiuShanxi Key Laboratory of Artificial Intelligence & Micro Nano Sensors, School of Integrated Circuit, Taiyuan University of Technology, Taiyuan 030024, China.
Qianqian DuanShanxi Key Laboratory of Artificial Intelligence & Micro Nano Sensors, School of Integrated Circuit, Taiyuan University of Technology, Taiyuan 030024, China.ORCID 0000-0003-4010-4202
Shengbo SangShanxi Key Laboratory of Artificial Intelligence & Micro Nano Sensors, School of Integrated Circuit, Taiyuan University of Technology, Taiyuan 030024, China.ORCID 0000-0003-3011-7632

Funding

Key Research and Development Program of Shanxi Province 202202040201012Key Research and Development Program of Shanxi Province 20220210101004The Fundamental Research Program of Shanxi Province 202203021212261the National Natural Science Foundation of China 62031022the National Natural Science Foundation of China U21A20353
6 · The paper itself

Abstract

Carbon dots (CDs) have emerged as a promising non-viral gene delivery vector due to their excellent biocompatibility and tunable surface properties. In this study, four CDs with gradient-positive zeta potentials (7.23 mV, 16.7 mV, 25.3 mV, 34.5 mV) were synthesized via a hydrothermal method. Among these, CDs-3 with an optimal zeta potential of 25.3 mV stood out, exhibiting ultra-low cytotoxicity (cell viability > 80% even at 50 μg/mL) and a transfection efficiency of nearly 100% (for GFP plasmid delivery), significantly outperforming commercial vectors Lipo2000 and PEI. A stable CDs-3/siIhh delivery system was constructed at a mass ratio of 2:1. In vitro evaluations confirmed that CDs-3/siIhh could efficiently regulate the Indian Hedgehog (Ihh) signaling pathway and osteoarthritis (OA)-related markers in both normal and IL-1β-induced inflammatory ATDC5 chondrocytes. Its regulatory effect was significantly superior to that of the commercial Lipo2000/siIhh and PEI/siIhh systems. This consistent "transcription-translation" regulation, combined with the carrier's safety and excellent cellular internalization capacity in chondrocytes, highlights its potential for OA gene therapy. Collectively, our work develops a novel, safe, and efficient positive-potential CD-based gene delivery vector, providing a promising gene regulatory capacity by leveraging optimized surface charge engineering.

Indexed as

carbon dotsgene deliveryIhhsurface potential

Identifiers

PMID41677519
PMCPMC12899058

What OpenQuestion holds

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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.