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Yu M, Ye R, Zeng T, Tan L, Zhao Z, Gao W, Chen X, Lian Z, Ma Y, Li A, Hu J. Constructing an Ultra-Rapid Nanoconfinement-Enhanced Fluorescence Clinical Detection Platform by Using Machine Learning and Tunable DNA Xerogel "Probe". Anal Chem 2023; 95:15690-15699. [PMID: 37830461 DOI: 10.1021/acs.analchem.3c02955] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2023]
Abstract
Low mass transfer efficiency and unavoidable matrix effects seriously limit the development of rapid and accurate determination of biosensing systems. Herein, we have successfully constructed an ultra-rapid nanoconfinement-enhanced fluorescence clinical detection platform based on machine learning (ML) and DNA xerogel "probe", which was performed by detecting neutrophil gelatinase-associated lipocalin (NGAL, protein biomarker of acute kidney injury). By regulating pore sizes of the xerogels, the transfer of NGAL in xerogels can approximate that in homogeneous solution. Due to electrostatic attraction of the pore entrances, NGAL rapidly enriches on the surface and inside the xerogels. The reaction rate of NGAL and aptamer cross-linked in xerogels is also accelerated because of the nanoconfinement effect-induced increasing reactant concentration and the enhanced affinity constant KD between reactants, which can be promoted by ∼667-fold than that in bulk solution, thus achieving ultra-rapid detection (ca. 5 min) of human urine. The platform could realize one-step detection without sample pretreatments due to the antiligand exchange effect on the surface of N-doped carbon quantum dots (N-CQDs) in xerogels, in which ligand exchange between -COOH and underlying interfering ions in urine will be inhibited due to higher adsorption energy of -COOH on the N-CQD surface relative to the interfering ions. Based on the ML-extended program, the real-time analysis of the urine fluorescence spectra can be completed within 2 s. Interestingly, by changing DNA, aptamer sequences, or xerogel fluorescence intensities, the detection platform can be customized for targeted diseases.
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Affiliation(s)
- Meng Yu
- School of Chemistry and Chemical Engineering, Key Lab of Fuel Cell Technology of Guangdong Province, South China University of Technology, Guangzhou 510641, China
- Division of Nephrology, Nanfang Hospital, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Guangdong Provincial Institute of Nephrology, Guangdong Provincial Key Laboratory of Renal Failure Research, Southern Medical University, Guangzhou 510515, China
| | - Rongkai Ye
- School of Chemistry and Chemical Engineering, Key Lab of Fuel Cell Technology of Guangdong Province, South China University of Technology, Guangzhou 510641, China
| | - Tao Zeng
- Division of Nephrology, Nanfang Hospital, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Guangdong Provincial Institute of Nephrology, Guangdong Provincial Key Laboratory of Renal Failure Research, Southern Medical University, Guangzhou 510515, China
| | - Li Tan
- School of Chemistry and Chemical Engineering, Key Lab of Fuel Cell Technology of Guangdong Province, South China University of Technology, Guangzhou 510641, China
| | - Ziyu Zhao
- School of Chemistry and Chemical Engineering, Key Lab of Fuel Cell Technology of Guangdong Province, South China University of Technology, Guangzhou 510641, China
| | - Wenjing Gao
- School of Chemistry and Chemical Engineering, Key Lab of Fuel Cell Technology of Guangdong Province, South China University of Technology, Guangzhou 510641, China
| | - Xin Chen
- School of Chemistry and Chemical Engineering, Key Lab of Fuel Cell Technology of Guangdong Province, South China University of Technology, Guangzhou 510641, China
| | - Ziqi Lian
- School of Chemistry and Chemical Engineering, Key Lab of Fuel Cell Technology of Guangdong Province, South China University of Technology, Guangzhou 510641, China
| | - Ying Ma
- School of Chemistry and Chemical Engineering, Key Lab of Fuel Cell Technology of Guangdong Province, South China University of Technology, Guangzhou 510641, China
| | - Aiqing Li
- Division of Nephrology, Nanfang Hospital, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Guangdong Provincial Institute of Nephrology, Guangdong Provincial Key Laboratory of Renal Failure Research, Southern Medical University, Guangzhou 510515, China
| | - Jianqiang Hu
- School of Chemistry and Chemical Engineering, Key Lab of Fuel Cell Technology of Guangdong Province, South China University of Technology, Guangzhou 510641, China
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Xu X, Skelly JD, Song J. Chemically Crosslinked Amphiphilic Degradable Shape Memory Polymer Nanocomposites with Readily Tuned Physical, Mechanical, and Biological Properties. ACS APPLIED MATERIALS & INTERFACES 2023; 15:2693-2704. [PMID: 36607181 DOI: 10.1021/acsami.2c19441] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Facile surgical delivery and stable fixation of synthetic scaffolds play roles just as critically as degradability and bioactivity in ensuring successful scaffold-guided tissue regeneration. Properly engineered shape memory polymers (SMPs) may meet these challenges. Polyhedral oligomeric silsesquioxanes (POSSs) can be covalently integrated with urethane-crosslinked polylactide (PLA) to give high-strength, degradable SMPs around physiological temperatures. To explore their potential for guided bone regeneration, here we tune their hydrophilicity, degradability, cytocompatibility, and osteoconductivity/osteoinductivity by crosslinking star-branched POSS-PLA with hydrophilic polyethylene glycol diisocyanates of different lengths and up to 60 wt % hydroxyapatite (HA). The composites exhibit high compliance, toughness, up to gigapascal storage moduli, and excellent shape recovery (>95%) at safe triggering temperatures. Water swelling ratios and hydrolytic degradation rates positively correlated with the hydrophilic crosslinker lengths, while the negative impact of degradation on the proliferation and osteogenesis of bone marrow stromal cells was mitigated with HA incorporation. Macroporous composites tailored for a rat femoral segmental defect were fabricated, and their ability to stably retain and sustainedly release recombinant osteogenic bone morphogenetic protein-2 and support cell attachment and osteogenesis was demonstrated. These properties combined make these amphiphilic osteoconductive degradable SMPs promising candidates as next-generation synthetic bone grafts.
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Affiliation(s)
- Xiaowen Xu
- Department of Orthopedics and Physical Rehabilitation, Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, 55 Lake Avenue North, Worcester, Massachusetts 01655, United States
| | - Jordan D Skelly
- Department of Orthopedics and Physical Rehabilitation, Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, 55 Lake Avenue North, Worcester, Massachusetts 01655, United States
| | - Jie Song
- Department of Orthopedics and Physical Rehabilitation, Department of Biochemistry and Molecular Biotechnology, UMass Chan Medical School, 55 Lake Avenue North, Worcester, Massachusetts 01655, United States
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Pothupitiya JU, Zheng C, Saltzman WM. Synthetic biodegradable polyesters for implantable controlled-release devices. Expert Opin Drug Deliv 2022; 19:1351-1364. [PMID: 36197839 DOI: 10.1080/17425247.2022.2131768] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION : Implantable devices can be designed to release drugs to localized regions of tissue at sustained and reliable rates. Advances in polymer engineering have led to the design and development of drug-loaded implants with predictable, desirable release profiles. Biodegradable polyesters exhibit chemical, physical, and biological properties suitable for developing implants for pain management, cancer therapy, contraception, antiviral therapy, and other applications. AREAS COVERED : This article reviews the use of biodegradable polyesters for drug-loaded implants by discussing the properties of commonly used polymers, techniques for implant formulation and manufacturing, mechanisms of drug release, and clinical applications of implants as drug delivery devices. EXPERT OPINION : Drug delivery implants are unique systems for safe and sustained drug release, providing high bioavailability and low toxicity. Depending on the implant design and tissue site of deployment, implants can offer either localized or systemic drug release. Due to the long history of use of degradable polyesters in medical devices, polyester-based implants represent an important class of controlled release technologies. Further, polyester-based implants are the largest category of drug delivery implants to reach the point of testing in humans or approval for human use.
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Affiliation(s)
- Jinal U Pothupitiya
- Department of Biomedical Engineering, Yale University; New Haven, CT 06511, USA
| | - Christy Zheng
- Department of Biomedical Engineering, Yale University; New Haven, CT 06511, USA
| | - W Mark Saltzman
- Department of Biomedical Engineering, Yale University; New Haven, CT 06511, USA
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Kumar A, Valamla B, Thakor P, Chary PS, Rajana N, Mehra NK. Development and evaluation of nanocrystals loaded hydrogel for topical application. J Drug Deliv Sci Technol 2022. [DOI: 10.1016/j.jddst.2022.103503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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El Habty EM, El Afif A, Sidki M. The Effect of the Embedded Interface Dynamics on Mass Transport in Immiscible Polymer Blends. AIChE J 2022. [DOI: 10.1002/aic.17647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- El Mahdi El Habty
- Department of Physics, Faculty of Sciences Chouaib Doukkali University El Jadida Morocco
| | - Ali El Afif
- Department of Physics, Faculty of Sciences Chouaib Doukkali University El Jadida Morocco
| | - Mouncif Sidki
- Department of Physics, Faculty of Sciences Chouaib Doukkali University El Jadida Morocco
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Lan G, Zhang M, Liu Y, Qiu H, Xue S, Zhang T, Xu Q. Synthesis and Swelling Behavior of Super-Absorbent Soluble Starch-g
-poly(AM-co
-NaAMC14
S) Through Graft Copolymerization and Hydrolysis. STARCH-STARKE 2019. [DOI: 10.1002/star.201800272] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Guihong Lan
- College of Chemistry and Chemical Engineering, Southwest Petroleum University; Chengdu 610500 P.R. China
| | - Ming Zhang
- College of Chemistry and Chemical Engineering, Southwest Petroleum University; Chengdu 610500 P.R. China
| | - Yongqiang Liu
- Faculty of Engineering and Physical Sciences; University of Southampton; Southampton SO17 1BJ United Kingdom
| | - Haiyan Qiu
- College of Chemistry and Chemical Engineering, Southwest Petroleum University; Chengdu 610500 P.R. China
| | - Songsong Xue
- College of Chemistry and Chemical Engineering, Southwest Petroleum University; Chengdu 610500 P.R. China
| | - Tailiang Zhang
- College of Chemistry and Chemical Engineering, Southwest Petroleum University; Chengdu 610500 P.R. China
- Sichuan Kuineng Environmental Protection Technology Co. Ltd.; Chengdu 610500 P.R. China
| | - Qianxia Xu
- College of Chemistry and Chemical Engineering, Southwest Petroleum University; Chengdu 610500 P.R. China
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