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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...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2022
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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. |
format | Online Article Text |
id | pubmed-9007521 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
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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