Evidence map›Paper›PMID 42825941›Full record

ArticleMikrochimica acta2026

Density functional theory‑elucidated α-ZrP/phosphorus-nitrogen co-doped hollow carbon spheres composite for highly sensitive electrochemical detection of moxifloxacin.

Yuan Jin, Yanhong Zhang, Jinxia Yao, Nanke Ma, Guangli Li

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In one paragraph

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

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1 · What the graph read from it

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5 · Who and what money

Authors and funding

5 authors.

Yuan JinHunan Key Laboratory of Biomedical Nanomaterials and Devices, School of Biological Science and Medical Engineering, Hunan University of Technology, Zhuzhou, 412007, China.
Yanhong ZhangHunan Key Laboratory of Biomedical Nanomaterials and Devices, School of Biological Science and Medical Engineering, Hunan University of Technology, Zhuzhou, 412007, China.
Jinxia YaoHunan Key Laboratory of Biomedical Nanomaterials and Devices, School of Biological Science and Medical Engineering, Hunan University of Technology, Zhuzhou, 412007, China.
Nanke MaHunan Key Laboratory of Biomedical Nanomaterials and Devices, School of Biological Science and Medical Engineering, Hunan University of Technology, Zhuzhou, 412007, China.
Guangli LiHunan Key Laboratory of Biomedical Nanomaterials and Devices, School of Biological Science and Medical Engineering, Hunan University of Technology, Zhuzhou, 412007, China. guangli010@hut.edu.cn.

Funding

Hunan Provincial Natural Science Foundation 2020JJ6066Innovative Research Group Project of the National Natural Science Foundation of China 22176089Key Project of Research and Development Plan of Hunan Province 2025QK3008Natural Science Foundation of Hunan Province 2023JJ20024; 2023JJ40256Scientific Research Foundation of Hunan Province Education Department 24A0417Scientific Research Foundation of Hunan Province Education Department 24C0292
6 · The paper itself

Abstract

Moxifloxacin (MOX) residues require reliable trace detection. Herein, an electrochemical sensor based on an α‑ZrP/phosphorus‑nitrogen co‑doped hollow carbon spheres (α‑ZrP/PNHC) composite is reported, where PNHC serves as a conductive scaffold to disperse α‑ZrP nanosheets and provide abundant transport pathways. Density functional theory (DFT) computations indicate that phosphorus atoms substitute into the carbon sites at the shoulder position next to pyridinic‑N, thereby injecting electrons into the carbon lattice and gently lowering the Lewis basicity of those pyridinic‑N centers. For the P‑doped pyridinic‑N site, the calculated adsorption energy amounts to - 0.745 eV, representing a moderate and ideal strength for stable enrichment without active site locking. Importantly, XPS data experimentally corroborate these findings, after P‑doping, the fraction of pyridinic‑N rises from 22.94% to 24.40%. This enrichment of pyridinic‑N, together with its moderate adsorption energy and open configuration, provides the ideal balance between stable enrichment and active site accessibility. Owing to these synergistic structural and electronic effects, the α‑ZrP/PNHC/GCE sensor delivers a broad linear detection interval (0.03-10 μM), a low limit of detection (0.023 μM), outstanding selectivity, acceptable reproducibility, and reliable stability. Recovery experiments in tap water and honey give values ranging from 97.29% to 103.70%, verifying the method's practical utility. This work offers a highly sensitive sensing platform for MOX and provides DFT‑guided insights into the rational design of heteroatom‑doped carbon‑based composites.

Indexed as

DFT-guided designElectrochemical sensorHeteroatom dopingHollow carbon spheresModified glassy carbon electrodeα-Zirconium phosphate

Identifiers

PMID42825941

What Socratic holds

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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.