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Serum Metabolic Fingerprints on Bowl-Shaped Submicroreactor Chip for Chemotherapy Monitoring

[Image: see text] Chemotherapy is a primary cancer treatment strategy, the monitoring of which is critical to enhancing the survival rate and quality of life of cancer patients. However, current chemotherapy monitoring mainly relies on imaging tools with inefficient sensitivity and radiation invasiv...

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Autores principales: Yin, Xia, Yang, Jing, Zhang, Mengji, Wang, Xinyao, Xu, Wei, Price, Cameron-Alexander H., Huang, Lin, Liu, Wanshan, Su, Haiyang, Wang, Wenjing, Chen, Hongyu, Hou, Guangjin, Walker, Mark, Zhou, Ying, Shen, Zhen, Liu, Jian, Qian, Kun, Di, Wen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2022
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9007521/
https://www.ncbi.nlm.nih.gov/pubmed/35099942
http://dx.doi.org/10.1021/acsnano.1c09864
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author Yin, Xia
Yang, Jing
Zhang, Mengji
Wang, Xinyao
Xu, Wei
Price, Cameron-Alexander H.
Huang, Lin
Liu, Wanshan
Su, Haiyang
Wang, Wenjing
Chen, Hongyu
Hou, Guangjin
Walker, Mark
Zhou, Ying
Shen, Zhen
Liu, Jian
Qian, Kun
Di, Wen
author_facet Yin, Xia
Yang, Jing
Zhang, Mengji
Wang, Xinyao
Xu, Wei
Price, Cameron-Alexander H.
Huang, Lin
Liu, Wanshan
Su, Haiyang
Wang, Wenjing
Chen, Hongyu
Hou, Guangjin
Walker, Mark
Zhou, Ying
Shen, Zhen
Liu, Jian
Qian, Kun
Di, Wen
author_sort Yin, Xia
collection PubMed
description [Image: see text] Chemotherapy is a primary cancer treatment strategy, the monitoring of which is critical to enhancing the survival rate and quality of life of cancer patients. However, current chemotherapy monitoring mainly relies on imaging tools with inefficient sensitivity and radiation invasiveness. Herein, we develop the bowl-shaped submicroreactor chip of Au-loaded 3-aminophenol formaldehyde resin (denoted as APF-bowl&Au) with a specifically designed structure and Au loading content. The obtained APF-bowl&Au, used as the matrix of laser desorption/ionization mass spectrometry (LDI MS), possesses an enhanced localized electromagnetic field for strengthened small metabolite detection. The APF-bowl&Au enables the extraction of serum metabolic fingerprints (SMFs), and machine learning of the SMFs achieves chemotherapy monitoring of ovarian cancer with area-under-the-curve (AUC) of 0.81–0.98. Furthermore, a serum metabolic biomarker panel is preliminarily identified, exhibiting gradual changes as the chemotherapy cycles proceed. This work provides insights into the development of nanochips and contributes to a universal detection platform for chemotherapy monitoring.
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spelling pubmed-90075212022-04-14 Serum Metabolic Fingerprints on Bowl-Shaped Submicroreactor Chip for Chemotherapy Monitoring Yin, Xia Yang, Jing Zhang, Mengji Wang, Xinyao Xu, Wei Price, Cameron-Alexander H. Huang, Lin Liu, Wanshan Su, Haiyang Wang, Wenjing Chen, Hongyu Hou, Guangjin Walker, Mark Zhou, Ying Shen, Zhen Liu, Jian Qian, Kun Di, Wen ACS Nano [Image: see text] Chemotherapy is a primary cancer treatment strategy, the monitoring of which is critical to enhancing the survival rate and quality of life of cancer patients. However, current chemotherapy monitoring mainly relies on imaging tools with inefficient sensitivity and radiation invasiveness. Herein, we develop the bowl-shaped submicroreactor chip of Au-loaded 3-aminophenol formaldehyde resin (denoted as APF-bowl&Au) with a specifically designed structure and Au loading content. The obtained APF-bowl&Au, used as the matrix of laser desorption/ionization mass spectrometry (LDI MS), possesses an enhanced localized electromagnetic field for strengthened small metabolite detection. The APF-bowl&Au enables the extraction of serum metabolic fingerprints (SMFs), and machine learning of the SMFs achieves chemotherapy monitoring of ovarian cancer with area-under-the-curve (AUC) of 0.81–0.98. Furthermore, a serum metabolic biomarker panel is preliminarily identified, exhibiting gradual changes as the chemotherapy cycles proceed. This work provides insights into the development of nanochips and contributes to a universal detection platform for chemotherapy monitoring. American Chemical Society 2022-01-31 2022-02-22 /pmc/articles/PMC9007521/ /pubmed/35099942 http://dx.doi.org/10.1021/acsnano.1c09864 Text en © 2022 American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Yin, Xia
Yang, Jing
Zhang, Mengji
Wang, Xinyao
Xu, Wei
Price, Cameron-Alexander H.
Huang, Lin
Liu, Wanshan
Su, Haiyang
Wang, Wenjing
Chen, Hongyu
Hou, Guangjin
Walker, Mark
Zhou, Ying
Shen, Zhen
Liu, Jian
Qian, Kun
Di, Wen
Serum Metabolic Fingerprints on Bowl-Shaped Submicroreactor Chip for Chemotherapy Monitoring
title Serum Metabolic Fingerprints on Bowl-Shaped Submicroreactor Chip for Chemotherapy Monitoring
title_full Serum Metabolic Fingerprints on Bowl-Shaped Submicroreactor Chip for Chemotherapy Monitoring
title_fullStr Serum Metabolic Fingerprints on Bowl-Shaped Submicroreactor Chip for Chemotherapy Monitoring
title_full_unstemmed Serum Metabolic Fingerprints on Bowl-Shaped Submicroreactor Chip for Chemotherapy Monitoring
title_short Serum Metabolic Fingerprints on Bowl-Shaped Submicroreactor Chip for Chemotherapy Monitoring
title_sort serum metabolic fingerprints on bowl-shaped submicroreactor chip for chemotherapy monitoring
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9007521/
https://www.ncbi.nlm.nih.gov/pubmed/35099942
http://dx.doi.org/10.1021/acsnano.1c09864
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