Design of Multi‐Shelled Hollow Cr2O3 Spheres for Metabolic Fingerprinting

Schizophrenia (SZ) detection enables effective treatment to improve the clinical outcome, but objective and reliable SZ diagnostics are still limited. An ideal diagnosis of SZ suited for robust clinical screening must address detection throughput, low invasiveness, and diagnosis accuracy. Herein, we...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Angewandte Chemie International Edition 2021-05, Vol.60 (22), p.12504-12512
Hauptverfasser: Li, Rongxin, Zhou, Yongjie, Liu, Chao, Pei, Congcong, Shu, Weikang, Zhang, Chaoqi, Liu, Lianzhong, Zhou, Liang, Wan, Jingjing
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 12512
container_issue 22
container_start_page 12504
container_title Angewandte Chemie International Edition
container_volume 60
creator Li, Rongxin
Zhou, Yongjie
Liu, Chao
Pei, Congcong
Shu, Weikang
Zhang, Chaoqi
Liu, Lianzhong
Zhou, Liang
Wan, Jingjing
description Schizophrenia (SZ) detection enables effective treatment to improve the clinical outcome, but objective and reliable SZ diagnostics are still limited. An ideal diagnosis of SZ suited for robust clinical screening must address detection throughput, low invasiveness, and diagnosis accuracy. Herein, we built a multi‐shelled hollow Cr2O3 spheres (MHCSs) assisted laser desorption/ionization mass spectrometry (LDI MS) platform for the direct metabolic profiling of biofluids towards SZ diagnostics. The MHCSs displayed strong light absorption for enhanced ionization and microscale surface roughness with stability for the effective LDI of metabolites. We profiled urine and serum metabolites (≈1 μL) with the enhanced LDI efficacy in seconds. We discriminated SZ patients (SZs) from healthy controls (HCs) with the highest area under the curve (AUC) value of 1.000 for the blind test. We identified four compounds with optimal diagnostic power as a simplified metabolite panel for SZ and demonstrated the metabolite quantification for clinic use. Our approach accelerates the growth of new platforms toward a precision diagnosis in the near future. Multi‐shelled hollow Cr2O3 spheres displayed strong photo‐response for enhanced ionization and microscale surface roughness with stability for the effective LDI of metabolites, thereby enabling fast and sensitive metabolic profiling in bio‐fluids. Based on the decoded urine and serum metabolic fingerprints, we performed machine learning to discriminate schizophrenia patients from healthy controls with high specificity and selectivity.
doi_str_mv 10.1002/anie.202101007
format Article
fullrecord <record><control><sourceid>proquest_wiley</sourceid><recordid>TN_cdi_proquest_journals_2528071267</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2528071267</sourcerecordid><originalsourceid>FETCH-LOGICAL-g2707-a5f4648ffdae6f382ff5c13994c9331b3f080e8b5625fabfb99110c7487a97833</originalsourceid><addsrcrecordid>eNo9kMtOAjEUhhujiYhuXTdxPdjLdNouCXKLIAt03XSGFkrqFDtDCDsfwWf0SSzBsDr_n3w55-QD4BGjHkaIPOvamR5BBKNU-RXoYEZwRjmn1ynnlGZcMHwL7ppmm3ghUNEBry-mcesaBgvne9-63--f5cZ4b1ZwErwPBziIZEHhcrcx0TTQhgjnptVl8K6CI1evTdxFV7cp3YMbq31jHv5nF3yMhu-DSTZbjKeD_ixbE454ppnNi1xYu9KmsFQQa1mFqZR5JSnFJbVIICNKVhBmdWlLKTFGFc8F15ILSrvg6bx3F8PX3jSt2oZ9rNNJRRgRiGNS8ETJM3Vw3hxVevJTx6PCSJ1sqZMtdbGl-m_T4aXRP8WwYA8</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2528071267</pqid></control><display><type>article</type><title>Design of Multi‐Shelled Hollow Cr2O3 Spheres for Metabolic Fingerprinting</title><source>Wiley Online Library Journals Frontfile Complete</source><creator>Li, Rongxin ; Zhou, Yongjie ; Liu, Chao ; Pei, Congcong ; Shu, Weikang ; Zhang, Chaoqi ; Liu, Lianzhong ; Zhou, Liang ; Wan, Jingjing</creator><creatorcontrib>Li, Rongxin ; Zhou, Yongjie ; Liu, Chao ; Pei, Congcong ; Shu, Weikang ; Zhang, Chaoqi ; Liu, Lianzhong ; Zhou, Liang ; Wan, Jingjing</creatorcontrib><description>Schizophrenia (SZ) detection enables effective treatment to improve the clinical outcome, but objective and reliable SZ diagnostics are still limited. An ideal diagnosis of SZ suited for robust clinical screening must address detection throughput, low invasiveness, and diagnosis accuracy. Herein, we built a multi‐shelled hollow Cr2O3 spheres (MHCSs) assisted laser desorption/ionization mass spectrometry (LDI MS) platform for the direct metabolic profiling of biofluids towards SZ diagnostics. The MHCSs displayed strong light absorption for enhanced ionization and microscale surface roughness with stability for the effective LDI of metabolites. We profiled urine and serum metabolites (≈1 μL) with the enhanced LDI efficacy in seconds. We discriminated SZ patients (SZs) from healthy controls (HCs) with the highest area under the curve (AUC) value of 1.000 for the blind test. We identified four compounds with optimal diagnostic power as a simplified metabolite panel for SZ and demonstrated the metabolite quantification for clinic use. Our approach accelerates the growth of new platforms toward a precision diagnosis in the near future. Multi‐shelled hollow Cr2O3 spheres displayed strong photo‐response for enhanced ionization and microscale surface roughness with stability for the effective LDI of metabolites, thereby enabling fast and sensitive metabolic profiling in bio‐fluids. Based on the decoded urine and serum metabolic fingerprints, we performed machine learning to discriminate schizophrenia patients from healthy controls with high specificity and selectivity.</description><edition>International ed. in English</edition><identifier>ISSN: 1433-7851</identifier><identifier>EISSN: 1521-3773</identifier><identifier>DOI: 10.1002/anie.202101007</identifier><language>eng</language><publisher>Weinheim: Wiley Subscription Services, Inc</publisher><subject>Chromium oxides ; Diagnosis ; Electromagnetic absorption ; Fingerprinting ; in vitro diagnostics (IVD) ; Invasiveness ; Ionization ; Ions ; Mass spectrometry ; Mass spectroscopy ; Mental disorders ; Metabolism ; Metabolites ; multi-shelled hollow spheres ; Schizophrenia ; Surface roughness ; Surface stability</subject><ispartof>Angewandte Chemie International Edition, 2021-05, Vol.60 (22), p.12504-12512</ispartof><rights>2021 Wiley‐VCH GmbH</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0001-9324-2647</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fanie.202101007$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fanie.202101007$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids></links><search><creatorcontrib>Li, Rongxin</creatorcontrib><creatorcontrib>Zhou, Yongjie</creatorcontrib><creatorcontrib>Liu, Chao</creatorcontrib><creatorcontrib>Pei, Congcong</creatorcontrib><creatorcontrib>Shu, Weikang</creatorcontrib><creatorcontrib>Zhang, Chaoqi</creatorcontrib><creatorcontrib>Liu, Lianzhong</creatorcontrib><creatorcontrib>Zhou, Liang</creatorcontrib><creatorcontrib>Wan, Jingjing</creatorcontrib><title>Design of Multi‐Shelled Hollow Cr2O3 Spheres for Metabolic Fingerprinting</title><title>Angewandte Chemie International Edition</title><description>Schizophrenia (SZ) detection enables effective treatment to improve the clinical outcome, but objective and reliable SZ diagnostics are still limited. An ideal diagnosis of SZ suited for robust clinical screening must address detection throughput, low invasiveness, and diagnosis accuracy. Herein, we built a multi‐shelled hollow Cr2O3 spheres (MHCSs) assisted laser desorption/ionization mass spectrometry (LDI MS) platform for the direct metabolic profiling of biofluids towards SZ diagnostics. The MHCSs displayed strong light absorption for enhanced ionization and microscale surface roughness with stability for the effective LDI of metabolites. We profiled urine and serum metabolites (≈1 μL) with the enhanced LDI efficacy in seconds. We discriminated SZ patients (SZs) from healthy controls (HCs) with the highest area under the curve (AUC) value of 1.000 for the blind test. We identified four compounds with optimal diagnostic power as a simplified metabolite panel for SZ and demonstrated the metabolite quantification for clinic use. Our approach accelerates the growth of new platforms toward a precision diagnosis in the near future. Multi‐shelled hollow Cr2O3 spheres displayed strong photo‐response for enhanced ionization and microscale surface roughness with stability for the effective LDI of metabolites, thereby enabling fast and sensitive metabolic profiling in bio‐fluids. Based on the decoded urine and serum metabolic fingerprints, we performed machine learning to discriminate schizophrenia patients from healthy controls with high specificity and selectivity.</description><subject>Chromium oxides</subject><subject>Diagnosis</subject><subject>Electromagnetic absorption</subject><subject>Fingerprinting</subject><subject>in vitro diagnostics (IVD)</subject><subject>Invasiveness</subject><subject>Ionization</subject><subject>Ions</subject><subject>Mass spectrometry</subject><subject>Mass spectroscopy</subject><subject>Mental disorders</subject><subject>Metabolism</subject><subject>Metabolites</subject><subject>multi-shelled hollow spheres</subject><subject>Schizophrenia</subject><subject>Surface roughness</subject><subject>Surface stability</subject><issn>1433-7851</issn><issn>1521-3773</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNo9kMtOAjEUhhujiYhuXTdxPdjLdNouCXKLIAt03XSGFkrqFDtDCDsfwWf0SSzBsDr_n3w55-QD4BGjHkaIPOvamR5BBKNU-RXoYEZwRjmn1ynnlGZcMHwL7ppmm3ghUNEBry-mcesaBgvne9-63--f5cZ4b1ZwErwPBziIZEHhcrcx0TTQhgjnptVl8K6CI1evTdxFV7cp3YMbq31jHv5nF3yMhu-DSTZbjKeD_ixbE454ppnNi1xYu9KmsFQQa1mFqZR5JSnFJbVIICNKVhBmdWlLKTFGFc8F15ILSrvg6bx3F8PX3jSt2oZ9rNNJRRgRiGNS8ETJM3Vw3hxVevJTx6PCSJ1sqZMtdbGl-m_T4aXRP8WwYA8</recordid><startdate>20210525</startdate><enddate>20210525</enddate><creator>Li, Rongxin</creator><creator>Zhou, Yongjie</creator><creator>Liu, Chao</creator><creator>Pei, Congcong</creator><creator>Shu, Weikang</creator><creator>Zhang, Chaoqi</creator><creator>Liu, Lianzhong</creator><creator>Zhou, Liang</creator><creator>Wan, Jingjing</creator><general>Wiley Subscription Services, Inc</general><scope>7TM</scope><scope>K9.</scope><orcidid>https://orcid.org/0000-0001-9324-2647</orcidid></search><sort><creationdate>20210525</creationdate><title>Design of Multi‐Shelled Hollow Cr2O3 Spheres for Metabolic Fingerprinting</title><author>Li, Rongxin ; Zhou, Yongjie ; Liu, Chao ; Pei, Congcong ; Shu, Weikang ; Zhang, Chaoqi ; Liu, Lianzhong ; Zhou, Liang ; Wan, Jingjing</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-g2707-a5f4648ffdae6f382ff5c13994c9331b3f080e8b5625fabfb99110c7487a97833</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Chromium oxides</topic><topic>Diagnosis</topic><topic>Electromagnetic absorption</topic><topic>Fingerprinting</topic><topic>in vitro diagnostics (IVD)</topic><topic>Invasiveness</topic><topic>Ionization</topic><topic>Ions</topic><topic>Mass spectrometry</topic><topic>Mass spectroscopy</topic><topic>Mental disorders</topic><topic>Metabolism</topic><topic>Metabolites</topic><topic>multi-shelled hollow spheres</topic><topic>Schizophrenia</topic><topic>Surface roughness</topic><topic>Surface stability</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Rongxin</creatorcontrib><creatorcontrib>Zhou, Yongjie</creatorcontrib><creatorcontrib>Liu, Chao</creatorcontrib><creatorcontrib>Pei, Congcong</creatorcontrib><creatorcontrib>Shu, Weikang</creatorcontrib><creatorcontrib>Zhang, Chaoqi</creatorcontrib><creatorcontrib>Liu, Lianzhong</creatorcontrib><creatorcontrib>Zhou, Liang</creatorcontrib><creatorcontrib>Wan, Jingjing</creatorcontrib><collection>Nucleic Acids Abstracts</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><jtitle>Angewandte Chemie International Edition</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Rongxin</au><au>Zhou, Yongjie</au><au>Liu, Chao</au><au>Pei, Congcong</au><au>Shu, Weikang</au><au>Zhang, Chaoqi</au><au>Liu, Lianzhong</au><au>Zhou, Liang</au><au>Wan, Jingjing</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Design of Multi‐Shelled Hollow Cr2O3 Spheres for Metabolic Fingerprinting</atitle><jtitle>Angewandte Chemie International Edition</jtitle><date>2021-05-25</date><risdate>2021</risdate><volume>60</volume><issue>22</issue><spage>12504</spage><epage>12512</epage><pages>12504-12512</pages><issn>1433-7851</issn><eissn>1521-3773</eissn><abstract>Schizophrenia (SZ) detection enables effective treatment to improve the clinical outcome, but objective and reliable SZ diagnostics are still limited. An ideal diagnosis of SZ suited for robust clinical screening must address detection throughput, low invasiveness, and diagnosis accuracy. Herein, we built a multi‐shelled hollow Cr2O3 spheres (MHCSs) assisted laser desorption/ionization mass spectrometry (LDI MS) platform for the direct metabolic profiling of biofluids towards SZ diagnostics. The MHCSs displayed strong light absorption for enhanced ionization and microscale surface roughness with stability for the effective LDI of metabolites. We profiled urine and serum metabolites (≈1 μL) with the enhanced LDI efficacy in seconds. We discriminated SZ patients (SZs) from healthy controls (HCs) with the highest area under the curve (AUC) value of 1.000 for the blind test. We identified four compounds with optimal diagnostic power as a simplified metabolite panel for SZ and demonstrated the metabolite quantification for clinic use. Our approach accelerates the growth of new platforms toward a precision diagnosis in the near future. Multi‐shelled hollow Cr2O3 spheres displayed strong photo‐response for enhanced ionization and microscale surface roughness with stability for the effective LDI of metabolites, thereby enabling fast and sensitive metabolic profiling in bio‐fluids. Based on the decoded urine and serum metabolic fingerprints, we performed machine learning to discriminate schizophrenia patients from healthy controls with high specificity and selectivity.</abstract><cop>Weinheim</cop><pub>Wiley Subscription Services, Inc</pub><doi>10.1002/anie.202101007</doi><tpages>9</tpages><edition>International ed. in English</edition><orcidid>https://orcid.org/0000-0001-9324-2647</orcidid></addata></record>
fulltext fulltext
identifier ISSN: 1433-7851
ispartof Angewandte Chemie International Edition, 2021-05, Vol.60 (22), p.12504-12512
issn 1433-7851
1521-3773
language eng
recordid cdi_proquest_journals_2528071267
source Wiley Online Library Journals Frontfile Complete
subjects Chromium oxides
Diagnosis
Electromagnetic absorption
Fingerprinting
in vitro diagnostics (IVD)
Invasiveness
Ionization
Ions
Mass spectrometry
Mass spectroscopy
Mental disorders
Metabolism
Metabolites
multi-shelled hollow spheres
Schizophrenia
Surface roughness
Surface stability
title Design of Multi‐Shelled Hollow Cr2O3 Spheres for Metabolic Fingerprinting
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-30T11%3A33%3A26IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_wiley&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Design%20of%20Multi%E2%80%90Shelled%20Hollow%20Cr2O3%20Spheres%20for%20Metabolic%20Fingerprinting&rft.jtitle=Angewandte%20Chemie%20International%20Edition&rft.au=Li,%20Rongxin&rft.date=2021-05-25&rft.volume=60&rft.issue=22&rft.spage=12504&rft.epage=12512&rft.pages=12504-12512&rft.issn=1433-7851&rft.eissn=1521-3773&rft_id=info:doi/10.1002/anie.202101007&rft_dat=%3Cproquest_wiley%3E2528071267%3C/proquest_wiley%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2528071267&rft_id=info:pmid/&rfr_iscdi=true