Utilizing Protein–Peptide Hybrid Microarray for Time-Resolved Diagnosis and Prognosis of COVID-19

The COVID-19 pandemic has highlighted the urgent need for accurate, rapid, and cost-effective diagnostic methods to identify and track the disease. Traditional diagnostic methods, such as PCR and serological assays, have limitations in terms of sensitivity, specificity, and timeliness. To investigat...

Full description

Saved in:
Bibliographic Details
Published inMicroorganisms (Basel) Vol. 11; no. 10; p. 2436
Main Authors Zheng, Peiyan, Liao, Baolin, Yang, Jiao, Cheng, Hu, Cheng, Zhangkai J., Huang, Huimin, Luo, Wenting, Sun, Yiyue, Zhu, Qiang, Deng, Yi, Yang, Lan, Zhou, Yuxi, Wu, Wenya, Wu, Shanhui, Cai, Weiping, Li, Yueping, Mo, Xiaoneng, Tan, Xinghua, Li, Linghua, Ma, Hongwei, Sun, Baoqing
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 28.09.2023
MDPI
Subjects
Online AccessGet full text

Cover

Loading…
Abstract The COVID-19 pandemic has highlighted the urgent need for accurate, rapid, and cost-effective diagnostic methods to identify and track the disease. Traditional diagnostic methods, such as PCR and serological assays, have limitations in terms of sensitivity, specificity, and timeliness. To investigate the potential of using protein–peptide hybrid microarray (PPHM) technology to track the dynamic changes of antibodies in the serum of COVID-19 patients and evaluate the prognosis of patients over time. A discovery cohort of 20 patients with COVID-19 was assembled, and PPHM technology was used to track the dynamic changes of antibodies in the serum of these patients. The results were analyzed to classify the patients into different disease severity groups, and to predict the disease progression and prognosis of the patients. PPHM technology was found to be highly effective in detecting the dynamic changes of antibodies in the serum of COVID-19 patients. Four polypeptide antibodies were found to be particularly useful for reflecting the actual status of the patient’s recovery process and for accurately predicting the disease progression and prognosis of the patients. The findings of this study emphasize the multi-dimensional space of peptides to analyze the high-volume signals in the serum samples of COVID-19 patients and monitor the prognosis of patients over time. PPHM technology has the potential to be a powerful tool for tracking the dynamic changes of antibodies in the serum of COVID-19 patients and for improving the diagnosis and prognosis of the disease.
AbstractList The COVID-19 pandemic has highlighted the urgent need for accurate, rapid, and cost-effective diagnostic methods to identify and track the disease. Traditional diagnostic methods, such as PCR and serological assays, have limitations in terms of sensitivity, specificity, and timeliness. To investigate the potential of using protein-peptide hybrid microarray (PPHM) technology to track the dynamic changes of antibodies in the serum of COVID-19 patients and evaluate the prognosis of patients over time. A discovery cohort of 20 patients with COVID-19 was assembled, and PPHM technology was used to track the dynamic changes of antibodies in the serum of these patients. The results were analyzed to classify the patients into different disease severity groups, and to predict the disease progression and prognosis of the patients. PPHM technology was found to be highly effective in detecting the dynamic changes of antibodies in the serum of COVID-19 patients. Four polypeptide antibodies were found to be particularly useful for reflecting the actual status of the patient's recovery process and for accurately predicting the disease progression and prognosis of the patients. The findings of this study emphasize the multi-dimensional space of peptides to analyze the high-volume signals in the serum samples of COVID-19 patients and monitor the prognosis of patients over time. PPHM technology has the potential to be a powerful tool for tracking the dynamic changes of antibodies in the serum of COVID-19 patients and for improving the diagnosis and prognosis of the disease.The COVID-19 pandemic has highlighted the urgent need for accurate, rapid, and cost-effective diagnostic methods to identify and track the disease. Traditional diagnostic methods, such as PCR and serological assays, have limitations in terms of sensitivity, specificity, and timeliness. To investigate the potential of using protein-peptide hybrid microarray (PPHM) technology to track the dynamic changes of antibodies in the serum of COVID-19 patients and evaluate the prognosis of patients over time. A discovery cohort of 20 patients with COVID-19 was assembled, and PPHM technology was used to track the dynamic changes of antibodies in the serum of these patients. The results were analyzed to classify the patients into different disease severity groups, and to predict the disease progression and prognosis of the patients. PPHM technology was found to be highly effective in detecting the dynamic changes of antibodies in the serum of COVID-19 patients. Four polypeptide antibodies were found to be particularly useful for reflecting the actual status of the patient's recovery process and for accurately predicting the disease progression and prognosis of the patients. The findings of this study emphasize the multi-dimensional space of peptides to analyze the high-volume signals in the serum samples of COVID-19 patients and monitor the prognosis of patients over time. PPHM technology has the potential to be a powerful tool for tracking the dynamic changes of antibodies in the serum of COVID-19 patients and for improving the diagnosis and prognosis of the disease.
The COVID-19 pandemic has highlighted the urgent need for accurate, rapid, and cost-effective diagnostic methods to identify and track the disease. Traditional diagnostic methods, such as PCR and serological assays, have limitations in terms of sensitivity, specificity, and timeliness. To investigate the potential of using protein–peptide hybrid microarray (PPHM) technology to track the dynamic changes of antibodies in the serum of COVID-19 patients and evaluate the prognosis of patients over time. A discovery cohort of 20 patients with COVID-19 was assembled, and PPHM technology was used to track the dynamic changes of antibodies in the serum of these patients. The results were analyzed to classify the patients into different disease severity groups, and to predict the disease progression and prognosis of the patients. PPHM technology was found to be highly effective in detecting the dynamic changes of antibodies in the serum of COVID-19 patients. Four polypeptide antibodies were found to be particularly useful for reflecting the actual status of the patient’s recovery process and for accurately predicting the disease progression and prognosis of the patients. The findings of this study emphasize the multi-dimensional space of peptides to analyze the high-volume signals in the serum samples of COVID-19 patients and monitor the prognosis of patients over time. PPHM technology has the potential to be a powerful tool for tracking the dynamic changes of antibodies in the serum of COVID-19 patients and for improving the diagnosis and prognosis of the disease.
Audience Academic
Author Deng, Yi
Wu, Wenya
Sun, Yiyue
Li, Yueping
Zhou, Yuxi
Sun, Baoqing
Luo, Wenting
Yang, Lan
Tan, Xinghua
Cai, Weiping
Liao, Baolin
Wu, Shanhui
Huang, Huimin
Mo, Xiaoneng
Yang, Jiao
Cheng, Zhangkai J.
Cheng, Hu
Zheng, Peiyan
Zhu, Qiang
Ma, Hongwei
Li, Linghua
AuthorAffiliation 1 Department of Clinical Laboratory, National Center for Respiratory Medicine, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China; gdmcslxx@126.com (P.Z.); jasontable@gmail.com (Z.J.C.); huanghuimin311@126.com (H.H.); xveyin@163.com (W.L.); wushanhui2020@126.com (S.W.)
4 Nano Science and Technology Institute, University of Science and Technology of China, Suzhou 215123, China
2 Guangzhou Institute of Clinical Medicine of Infectious Diseases, Guangzhou Eighth People’s Hospital, Guangzhou Medical University, Guangzhou 510440, China; polinlbl@163.com (B.L.); gz8hcwp@126.com (W.C.); gz8hlypicu@126.com (Y.L.); moxiaoneng@126.com (X.M.); gz8htxh@126.com (X.T.); llheliza@126.com (L.L.)
3 Division of Nanobiomedicine, Suzhou Institute of Nano-Tech and Nano-Bionics, Chinese Academy of Sciences, Suzhou 215123, China; jy
AuthorAffiliation_xml – name: 2 Guangzhou Institute of Clinical Medicine of Infectious Diseases, Guangzhou Eighth People’s Hospital, Guangzhou Medical University, Guangzhou 510440, China; polinlbl@163.com (B.L.); gz8hcwp@126.com (W.C.); gz8hlypicu@126.com (Y.L.); moxiaoneng@126.com (X.M.); gz8htxh@126.com (X.T.); llheliza@126.com (L.L.)
– name: 1 Department of Clinical Laboratory, National Center for Respiratory Medicine, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China; gdmcslxx@126.com (P.Z.); jasontable@gmail.com (Z.J.C.); huanghuimin311@126.com (H.H.); xveyin@163.com (W.L.); wushanhui2020@126.com (S.W.)
– name: 4 Nano Science and Technology Institute, University of Science and Technology of China, Suzhou 215123, China
– name: 3 Division of Nanobiomedicine, Suzhou Institute of Nano-Tech and Nano-Bionics, Chinese Academy of Sciences, Suzhou 215123, China; jyang2018@sinano.ac.cn (J.Y.); chh22@mail.ustc.edu.cn (H.C.); ustcsyy@163.com (Y.S.); wanx@mail.ustc.edu.cn (Y.D.); yanglbio@foxmail.com (L.Y.); zyx1997@mail.ustc.edu.cn (Y.Z.); wuwenya4925@163.com (W.W.)
– name: 5 State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health Chinese Academy of Sciences, Guangzhou 510530, China; zhu_qiang@gibh.ac.cn
Author_xml – sequence: 1
  givenname: Peiyan
  orcidid: 0000-0002-8795-4899
  surname: Zheng
  fullname: Zheng, Peiyan
– sequence: 2
  givenname: Baolin
  surname: Liao
  fullname: Liao, Baolin
– sequence: 3
  givenname: Jiao
  surname: Yang
  fullname: Yang, Jiao
– sequence: 4
  givenname: Hu
  surname: Cheng
  fullname: Cheng, Hu
– sequence: 5
  givenname: Zhangkai J.
  orcidid: 0000-0002-8621-4119
  surname: Cheng
  fullname: Cheng, Zhangkai J.
– sequence: 6
  givenname: Huimin
  surname: Huang
  fullname: Huang, Huimin
– sequence: 7
  givenname: Wenting
  surname: Luo
  fullname: Luo, Wenting
– sequence: 8
  givenname: Yiyue
  surname: Sun
  fullname: Sun, Yiyue
– sequence: 9
  givenname: Qiang
  surname: Zhu
  fullname: Zhu, Qiang
– sequence: 10
  givenname: Yi
  surname: Deng
  fullname: Deng, Yi
– sequence: 11
  givenname: Lan
  surname: Yang
  fullname: Yang, Lan
– sequence: 12
  givenname: Yuxi
  surname: Zhou
  fullname: Zhou, Yuxi
– sequence: 13
  givenname: Wenya
  surname: Wu
  fullname: Wu, Wenya
– sequence: 14
  givenname: Shanhui
  surname: Wu
  fullname: Wu, Shanhui
– sequence: 15
  givenname: Weiping
  surname: Cai
  fullname: Cai, Weiping
– sequence: 16
  givenname: Yueping
  surname: Li
  fullname: Li, Yueping
– sequence: 17
  givenname: Xiaoneng
  surname: Mo
  fullname: Mo, Xiaoneng
– sequence: 18
  givenname: Xinghua
  surname: Tan
  fullname: Tan, Xinghua
– sequence: 19
  givenname: Linghua
  orcidid: 0000-0001-5711-8681
  surname: Li
  fullname: Li, Linghua
– sequence: 20
  givenname: Hongwei
  orcidid: 0000-0003-4214-7142
  surname: Ma
  fullname: Ma, Hongwei
– sequence: 21
  givenname: Baoqing
  surname: Sun
  fullname: Sun, Baoqing
BookMark eNqFkt1qFDEYhoNUbK29BRnwxJOp-Z1JjqRsq12otEjracjkZ80yk6zJbGE98h68w15JM-6irhRMIL_v9yTfx_sSHIQYLACvETwlRMB3g9cpxrRQwechI4QgpqR5Bo4wbJsaN7A9-Gt9CE5yXsLSBCKcoRfgkLRcUCjwEdB3o-_9dx8W1U2Ko_Xh4cfPG7savbHV5aZL3lSfpudUSmpTuZiqWz_Y-rPNsb-3pjr3ahFi9rlSwUyM3S66anb9ZX5eI_EKPHeqz_ZkNx-Duw8Xt7PL-ur643x2dlVrRshYUw4RadoWaeqoaBixkLUC405DB4UwGlJqdMcYb7hCWljOCdaYdMgax6Aix2C-5ZqolnKV_KDSRkbl5a-DUjCp0uh1byUShrgyYOQMJYgJpVgHHWfGOMWoKKz3W9Zq3Q3WaBvGpPo96P5N8F_lIt5LBBsoSMsK4e2OkOK3tc2jHHzWtu9VsHGdJYEUEk45Qf-V4pIp41RwWKRv_pEu4zqFUtZJhZkQmNM_qoUqyfrgYvmjnqDyrG1xqSaDE-v0CVXpxhaHFcs5X873ApptQPFDzsm63_VAUE7OlE87kzwCAPHZdA
Cites_doi 10.1097/COH.0b013e32832f00c0
10.1016/S0140-6736(20)30183-5
10.1016/j.it.2020.04.008
10.1016/j.chest.2020.08.2065
10.1016/j.immuni.2020.10.008
10.1001/jamainternmed.2020.2033
10.18700/jnc.170035
10.1002/jmv.26630
10.3390/biomedicines9010059
10.1038/srep13364
10.1186/s12985-020-01437-4
10.1038/s41591-020-0897-1
10.1016/j.ebiom.2020.102911
10.1111/joim.13160
10.3389/fimmu.2020.558898
10.1016/j.coviro.2016.12.004
10.1001/jama.2015.88
10.1038/s41423-020-00523-5
10.1016/j.bios.2020.112752
10.1038/s41423-020-0401-3
10.1093/jac/dkaa350
10.1002/jmr.2158
10.1183/13993003.02014-2018
10.3390/vaccines8030355
10.1016/j.cmi.2020.10.017
10.1016/j.immuni.2020.07.020
10.1016/j.jcv.2018.06.001
10.1093/cid/ciaa351
10.3109/08923977809027327
10.3389/fonc.2020.01272
10.1016/j.cytogfr.2020.06.012
10.17116/jnevro202012011111
10.1016/j.jcv.2020.104512
10.1038/s41586-020-2008-3
10.1038/s41467-020-17488-8
10.1038/s41586-020-2355-0
10.1080/22221751.2020.1762515
10.3390/molecules25235725
10.1038/s41590-018-0233-9
10.1056/NEJMoa2002032
10.1038/s41586-020-2012-7
10.1016/S0140-6736(20)30211-7
10.1038/s41392-020-0148-4
10.1172/JCI138759
10.1021/acscentsci.0c00742
10.1056/NEJMoa2001017
ContentType Journal Article
Copyright COPYRIGHT 2023 MDPI AG
2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
2023 by the authors. 2023
Copyright_xml – notice: COPYRIGHT 2023 MDPI AG
– notice: 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
– notice: 2023 by the authors. 2023
DBID AAYXX
CITATION
7T7
8FD
8FE
8FH
ABUWG
AFKRA
ATCPS
AZQEC
BBNVY
BENPR
BHPHI
C1K
CCPQU
COVID
DWQXO
FR3
GNUQQ
HCIFZ
LK8
M7P
P64
PATMY
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PYCSY
7X8
7S9
L.6
5PM
DOA
DOI 10.3390/microorganisms11102436
DatabaseName CrossRef
Industrial and Applied Microbiology Abstracts (Microbiology A)
Technology Research Database
ProQuest SciTech Collection
ProQuest Natural Science Collection
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
Agricultural & Environmental Science Collection
ProQuest Central Essentials
Biological Science Collection
ProQuest Central
Natural Science Collection
Environmental Sciences and Pollution Management
ProQuest One Community College
Coronavirus Research Database
ProQuest Central
Engineering Research Database
ProQuest Central Student
SciTech Premium Collection
Biological Sciences
Biological Science Database
Biotechnology and BioEngineering Abstracts
Environmental Science Database
ProQuest Central Premium
ProQuest One Academic
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
Environmental Science Collection
MEDLINE - Academic
AGRICOLA
AGRICOLA - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
Publicly Available Content Database
ProQuest Central Student
Technology Research Database
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Natural Science Collection
ProQuest Central China
Environmental Sciences and Pollution Management
ProQuest Central
ProQuest One Applied & Life Sciences
Natural Science Collection
ProQuest Central Korea
Agricultural & Environmental Science Collection
Biological Science Collection
Industrial and Applied Microbiology Abstracts (Microbiology A)
ProQuest Central (New)
ProQuest Biological Science Collection
ProQuest One Academic Eastern Edition
Coronavirus Research Database
Biological Science Database
ProQuest SciTech Collection
Biotechnology and BioEngineering Abstracts
Environmental Science Collection
ProQuest One Academic UKI Edition
Environmental Science Database
Engineering Research Database
ProQuest One Academic
ProQuest One Academic (New)
MEDLINE - Academic
AGRICOLA
AGRICOLA - Academic
DatabaseTitleList MEDLINE - Academic



CrossRef
Publicly Available Content Database
AGRICOLA
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Biology
EISSN 2076-2607
ExternalDocumentID oai_doaj_org_article_19d3f19d21fd43159aa5b0f85ddfa549
PMC10609375
A772099500
10_3390_microorganisms11102436
GeographicLocations China
GeographicLocations_xml – name: China
GrantInformation_xml – fundername: Science and Technology Innovation Committee Project of Guangzhou
  grantid: 202201020524
– fundername: Emergency Key Project of Guangzhou Laboratory
  grantid: EKPG21-30-2
– fundername: National Natural Science Foundation of China
  grantid: 31901065
– fundername: Hospital of Guangzhou Medical University
  grantid: 31901065
– fundername: Guangzhou Basic Research Program on People’s Livelihood Science and Technology
  grantid: 2020020200050
– fundername: Jiangsu Natural Science Foundation
  grantid: BK20190230
– fundername: Guangdong Basic and Applied Basic Research Foundation
  grantid: 2022A1515110555; 2023A1515010932
– fundername: Guangzhou Municipal Science and Technology Bureau
  grantid: 202201020250
– fundername: SARS-CoV-2 drug development
  grantid: 2022YFC0869400
– fundername: National Natural Science Foundation of China
  grantid: 82302607; 31901065
GroupedDBID 53G
5VS
7XC
8FE
8FH
AADQD
AAFWJ
AAHBH
AAYXX
ACPRK
AFKRA
AFPKN
AFRAH
AFZYC
ALMA_UNASSIGNED_HOLDINGS
ATCPS
BBNVY
BENPR
BHPHI
CCPQU
CITATION
ECGQY
GROUPED_DOAJ
GS5
GX1
HCIFZ
HYE
IAO
ITC
KQ8
LK8
M48
M7P
MODMG
M~E
OK1
PATMY
PGMZT
PHGZM
PHGZT
PIMPY
PROAC
PYCSY
RNS
RPM
PMFND
7T7
8FD
ABUWG
AZQEC
C1K
COVID
DWQXO
FR3
GNUQQ
P64
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
7X8
7S9
L.6
5PM
PUEGO
ID FETCH-LOGICAL-c533t-480136771c4f49653e057922bc0f099dc044dcb55868a1c9e8832c23b1edf50a3
IEDL.DBID M48
ISSN 2076-2607
IngestDate Wed Aug 27 01:32:26 EDT 2025
Thu Aug 21 18:36:21 EDT 2025
Fri Jul 11 05:58:46 EDT 2025
Thu Jul 10 17:22:32 EDT 2025
Fri Jul 25 11:56:26 EDT 2025
Tue Jun 17 22:05:32 EDT 2025
Tue Jun 10 21:03:46 EDT 2025
Tue Jul 01 01:32:58 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 10
Language English
License https://creativecommons.org/licenses/by/4.0
Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c533t-480136771c4f49653e057922bc0f099dc044dcb55868a1c9e8832c23b1edf50a3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
These authors contributed equally to this work.
ORCID 0000-0001-5711-8681
0000-0002-8795-4899
0000-0003-4214-7142
0000-0002-8621-4119
OpenAccessLink http://journals.scholarsportal.info/openUrl.xqy?doi=10.3390/microorganisms11102436
PMID 37894092
PQID 2882599284
PQPubID 2032358
ParticipantIDs doaj_primary_oai_doaj_org_article_19d3f19d21fd43159aa5b0f85ddfa549
pubmedcentral_primary_oai_pubmedcentral_nih_gov_10609375
proquest_miscellaneous_3040384831
proquest_miscellaneous_2883584980
proquest_journals_2882599284
gale_infotracmisc_A772099500
gale_infotracacademiconefile_A772099500
crossref_primary_10_3390_microorganisms11102436
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 20230928
PublicationDateYYYYMMDD 2023-09-28
PublicationDate_xml – month: 9
  year: 2023
  text: 20230928
  day: 28
PublicationDecade 2020
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Microorganisms (Basel)
PublicationYear 2023
Publisher MDPI AG
MDPI
Publisher_xml – name: MDPI AG
– name: MDPI
References Tomaras (ref_15) 2009; 4
Jiang (ref_14) 2020; 41
Miranda (ref_38) 2020; 75
Cobey (ref_16) 2017; 22
Saphire (ref_17) 2018; 19
Rapp (ref_28) 2020; 159
Huang (ref_7) 2020; 395
Choi (ref_40) 2017; 10
Zhang (ref_26) 2020; 583
Torres (ref_45) 2015; 313
ref_11
Prins (ref_39) 2019; 53
Borges (ref_42) 2020; 11
Guan (ref_6) 2020; 382
Atyeo (ref_18) 2020; 53
Kuivanen (ref_31) 2020; 129
Serafim (ref_9) 2021; 27
Raghunathan (ref_35) 2012; 25
Long (ref_10) 2020; 26
Tan (ref_27) 2020; 5
Chen (ref_5) 2020; 395
Wu (ref_1) 2020; 579
Solinas (ref_37) 2020; 54
Fauci (ref_44) 1978; 1
Gromova (ref_4) 2020; 120
Shu (ref_25) 2020; 53
Ragab (ref_43) 2020; 93
Xu (ref_46) 2020; 71
Ye (ref_13) 2020; 10
Lon (ref_22) 2020; 17
ref_47
Zheng (ref_24) 2020; 17
ref_23
Liu (ref_8) 2020; 288
ref_20
ref_41
Jiang (ref_30) 2020; 11
Sun (ref_34) 2020; 9
Liang (ref_29) 2020; 180
Lu (ref_32) 2015; 5
Zhou (ref_2) 2020; 579
Li (ref_21) 2020; 17
Wang (ref_19) 2020; 6
Zhu (ref_3) 2020; 382
Wang (ref_36) 2020; 130
Dogan (ref_12) 2020; 4
Zhang (ref_33) 2018; 105
References_xml – volume: 4
  start-page: 373
  year: 2009
  ident: ref_15
  article-title: HIV-1-specific antibody responses during acute and chronic HIV-1 infection
  publication-title: Curr. Opin. HIV AIDS
  doi: 10.1097/COH.0b013e32832f00c0
– volume: 395
  start-page: 497
  year: 2020
  ident: ref_7
  article-title: Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China
  publication-title: Lancet
  doi: 10.1016/S0140-6736(20)30183-5
– volume: 4
  start-page: 129
  year: 2020
  ident: ref_12
  article-title: Novel SARS-CoV-2 specific antibody and neutralization assays reveal wide range of humoral immune response during COVID-19
  publication-title: medRxiv
– volume: 41
  start-page: 545
  year: 2020
  ident: ref_14
  article-title: Neutralizing Antibodies against SARS-CoV-2 and Other Human Coronaviruses
  publication-title: Trends Immunol.
  doi: 10.1016/j.it.2020.04.008
– volume: 159
  start-page: 112
  year: 2020
  ident: ref_28
  article-title: Male Sex, Severe Obesity, Older Age, and Chronic Kidney Disease Are Associated With COVID-19 Severity and Mortality in New York City
  publication-title: Chest
  doi: 10.1016/j.chest.2020.08.2065
– volume: 53
  start-page: 1108
  year: 2020
  ident: ref_25
  article-title: Plasma Proteomics Identify Biomarkers and Pathogenesis of COVID-19
  publication-title: Immunity
  doi: 10.1016/j.immuni.2020.10.008
– volume: 180
  start-page: 1081
  year: 2020
  ident: ref_29
  article-title: Development and Validation of a Clinical Risk Score to Predict the Occurrence of Critical Illness in Hospitalized Patients With COVID-19
  publication-title: JAMA Intern. Med.
  doi: 10.1001/jamainternmed.2020.2033
– volume: 10
  start-page: 53
  year: 2017
  ident: ref_40
  article-title: Pharmacologic Characteristics of Corticosteroids
  publication-title: J. Neurocrit. Care
  doi: 10.18700/jnc.170035
– volume: 93
  start-page: 1854
  year: 2020
  ident: ref_43
  article-title: A case of COVID-19, with cytokine storm, treated by consecutive use of therapeutic plasma exchange followed by convalescent plasma transfusion: A case report
  publication-title: J. Med. Virol.
  doi: 10.1002/jmv.26630
– ident: ref_47
  doi: 10.3390/biomedicines9010059
– volume: 5
  start-page: 13364
  year: 2015
  ident: ref_32
  article-title: Chimeric peptide constructs comprising linear B-cell epitopes: Application to the serodiagnosis of infectious diseases
  publication-title: Sci. Rep.
  doi: 10.1038/srep13364
– volume: 17
  start-page: 165
  year: 2020
  ident: ref_22
  article-title: Prediction and evolution of B cell epitopes of surface protein in SARS-CoV-2
  publication-title: Virol. J.
  doi: 10.1186/s12985-020-01437-4
– volume: 26
  start-page: 845
  year: 2020
  ident: ref_10
  article-title: Antibody responses to SARS-CoV-2 in patients with COVID-19
  publication-title: Nat Med.
  doi: 10.1038/s41591-020-0897-1
– ident: ref_20
  doi: 10.1016/j.ebiom.2020.102911
– volume: 288
  start-page: 725
  year: 2020
  ident: ref_8
  article-title: Clinical characteristics and predictors of the duration of SARS-CoV-2 viral shedding in 140 healthcare workers
  publication-title: J. Intern. Med.
  doi: 10.1111/joim.13160
– volume: 11
  start-page: 558898
  year: 2020
  ident: ref_42
  article-title: COVID-19: In the Eye of the Cytokine Storm
  publication-title: Front Immunol.
  doi: 10.3389/fimmu.2020.558898
– volume: 22
  start-page: 105
  year: 2017
  ident: ref_16
  article-title: Immune history and influenza virus susceptibility
  publication-title: Curr Opin Virol.
  doi: 10.1016/j.coviro.2016.12.004
– volume: 313
  start-page: 677
  year: 2015
  ident: ref_45
  article-title: Effect of corticosteroids on treatment failure among hospitalized patients with severe community-acquired pneumonia and high inflammatory response: A randomized clinical trial
  publication-title: JAMA
  doi: 10.1001/jama.2015.88
– volume: 17
  start-page: 1095
  year: 2020
  ident: ref_21
  article-title: Linear epitopes of SARS-CoV-2 spike protein elicit neutralizing antibodies in COVID-19 patients
  publication-title: Cell Mol. Immunol.
  doi: 10.1038/s41423-020-00523-5
– ident: ref_11
  doi: 10.1016/j.bios.2020.112752
– volume: 17
  start-page: 541
  year: 2020
  ident: ref_24
  article-title: Elevated exhaustion levels and reduced functional diversity of T cells in peripheral blood may predict severe progression in COVID-19 patients
  publication-title: Cell. Mol. Immunol.
  doi: 10.1038/s41423-020-0401-3
– volume: 75
  start-page: 3413
  year: 2020
  ident: ref_38
  article-title: Implications of antibiotics use during the COVID-19 pandemic: Present and future
  publication-title: J. Antimicrob Chemother.
  doi: 10.1093/jac/dkaa350
– volume: 25
  start-page: 103
  year: 2012
  ident: ref_35
  article-title: Antigen-binding site anatomy and somatic mutations in antibodies that recognize different types of antigens
  publication-title: J. Mol. Recognit.
  doi: 10.1002/jmr.2158
– volume: 53
  start-page: 1802014
  year: 2019
  ident: ref_39
  article-title: CRP-guided antibiotic treatment in acute exacerbations of COPD in hospital admissions
  publication-title: Eur. Respir. J.
  doi: 10.1183/13993003.02014-2018
– ident: ref_23
  doi: 10.3390/vaccines8030355
– volume: 27
  start-page: 47
  year: 2021
  ident: ref_9
  article-title: Clinical course and outcomes of critically ill patients with COVID-19 infection: A systematic review
  publication-title: Clin. Microbiol. Infect.
  doi: 10.1016/j.cmi.2020.10.017
– volume: 53
  start-page: 524
  year: 2020
  ident: ref_18
  article-title: Distinct Early Serological Signatures Track with SARS-CoV-2 Survival
  publication-title: Immunity
  doi: 10.1016/j.immuni.2020.07.020
– volume: 105
  start-page: 41
  year: 2018
  ident: ref_33
  article-title: Genome-wide linear B-cell epitopes of enterovirus 71 in a hand, foot and mouth disease (HFMD) population
  publication-title: J. Clin. Virol.
  doi: 10.1016/j.jcv.2018.06.001
– volume: 71
  start-page: 799
  year: 2020
  ident: ref_46
  article-title: Factors Associated with Prolonged Viral RNA Shedding in Patients with Coronavirus Disease 2019 (COVID-19)
  publication-title: Clin. Infect. Dis.
  doi: 10.1093/cid/ciaa351
– volume: 1
  start-page: 1
  year: 1978
  ident: ref_44
  article-title: Mechanisms of the immunosuppressive and anti-inflammatory effects of glucocorticosteroids
  publication-title: J. Immunopharmacol.
  doi: 10.3109/08923977809027327
– volume: 10
  start-page: 1272
  year: 2020
  ident: ref_13
  article-title: Low Humoral Immune Response and Ineffective Clearance of SARS-CoV-2 in a COVID-19 Patient with CLL during a 69-Day Follow-Up
  publication-title: Front Oncol.
  doi: 10.3389/fonc.2020.01272
– volume: 54
  start-page: 8
  year: 2020
  ident: ref_37
  article-title: A critical evaluation of glucocorticoids in the management of severe COVID-19
  publication-title: Cytokine Growth Factor Rev.
  doi: 10.1016/j.cytogfr.2020.06.012
– volume: 120
  start-page: 11
  year: 2020
  ident: ref_4
  article-title: Direct and indirect neurological manifestations of COVID-19
  publication-title: Zhurnal Nevrol. I Psikhiatrii Im. SS Korsakova
  doi: 10.17116/jnevro202012011111
– volume: 129
  start-page: 104512
  year: 2020
  ident: ref_31
  article-title: Performance of six SARS-CoV-2 immunoassays in comparison with microneutralisation
  publication-title: J. Clin. Virol.
  doi: 10.1016/j.jcv.2020.104512
– volume: 579
  start-page: 265
  year: 2020
  ident: ref_1
  article-title: A new coronavirus associated with human respiratory disease in China
  publication-title: Nature
  doi: 10.1038/s41586-020-2008-3
– volume: 11
  start-page: 3581
  year: 2020
  ident: ref_30
  article-title: SARS-CoV-2 proteome microarray for global profiling of COVID-19 specific IgG and IgM responses
  publication-title: Nat Commun.
  doi: 10.1038/s41467-020-17488-8
– volume: 583
  start-page: 437
  year: 2020
  ident: ref_26
  article-title: Viral and host factors related to the clinical outcome of COVID-19
  publication-title: Nature
  doi: 10.1038/s41586-020-2355-0
– volume: 9
  start-page: 940
  year: 2020
  ident: ref_34
  article-title: Kinetics of SARS-CoV-2 specific IgM and IgG responses in COVID-19 patients
  publication-title: Emerg. Microbes Infect.
  doi: 10.1080/22221751.2020.1762515
– ident: ref_41
  doi: 10.3390/molecules25235725
– volume: 19
  start-page: 1169
  year: 2018
  ident: ref_17
  article-title: Antibody-mediated protection against Ebola virus
  publication-title: Nat. Immunol.
  doi: 10.1038/s41590-018-0233-9
– volume: 382
  start-page: 1708
  year: 2020
  ident: ref_6
  article-title: Clinical Characteristics of Coronavirus Disease 2019 in China
  publication-title: N. Engl. J. Med.
  doi: 10.1056/NEJMoa2002032
– volume: 579
  start-page: 270
  year: 2020
  ident: ref_2
  article-title: A pneumonia outbreak associated with a new coronavirus of probable bat origin
  publication-title: Nature
  doi: 10.1038/s41586-020-2012-7
– volume: 395
  start-page: 507
  year: 2020
  ident: ref_5
  article-title: Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: A descriptive study
  publication-title: Lancet
  doi: 10.1016/S0140-6736(20)30211-7
– volume: 5
  start-page: 33
  year: 2020
  ident: ref_27
  article-title: Lymphopenia predicts disease severity of COVID-19: A descriptive and predictive study
  publication-title: Signal Transduct. Target Ther.
  doi: 10.1038/s41392-020-0148-4
– volume: 130
  start-page: 5235
  year: 2020
  ident: ref_36
  article-title: Kinetics of viral load and antibody response in relation to COVID-19 severity
  publication-title: J. Clin. Investig.
  doi: 10.1172/JCI138759
– volume: 6
  start-page: 2238
  year: 2020
  ident: ref_19
  article-title: SARS-CoV-2 Proteome Microarray for Mapping COVID-19 Antibody Interactions at Amino Acid Resolution
  publication-title: ACS Cent. Sci.
  doi: 10.1021/acscentsci.0c00742
– volume: 382
  start-page: 727
  year: 2020
  ident: ref_3
  article-title: A Novel Coronavirus from Patients with Pneumonia in China, 2019
  publication-title: N. Engl. J. Med.
  doi: 10.1056/NEJMoa2001017
SSID ssj0000913851
Score 2.2338955
Snippet The COVID-19 pandemic has highlighted the urgent need for accurate, rapid, and cost-effective diagnostic methods to identify and track the disease. Traditional...
SourceID doaj
pubmedcentral
proquest
gale
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
StartPage 2436
SubjectTerms Antibodies
Biomarkers
blood serum
cost effectiveness
COVID-19
COVID-19 infection
Diagnosis
disease progression
disease severity
Ethics
Hospitals
hybrids
Identification methods
Infections
Medical research
microarray technology
Pandemics
Patients
Peptides
Polypeptides
PPHM assay
Prognosis
Protein arrays
Protein microarrays
Proteins
Quarantine
receptor binding domain (RBD) probe
SARS-CoV-2
sero-IgG dynamic (IsD) events
serological assays
Serology
Severe acute respiratory syndrome coronavirus 2
Viral infections
Viruses
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Li9swEBZlYaGX0id1u1tUKPQkIllWLB33SVpou4em7E3oSQ27zpJkC-mp_6H_sL-kM7Z3ifugl14CicZGnvFovgkz3xDyykOIBB-LzEO4ZFVlMvNZJJZrpB6JRsJVWG3xfjqbV2_P1fnWqC-sCevpgXvFTYSJMsNHKXKEYKeMc8rzrFWM2UFyg6cvxLytZKo7g42QgCX6lmAJef3kEuvb-klJq8sVeDhS8U1H0agj7f_9aP61XHIr_pzeJ_cG4EgP-g0_IHdS-5Ds9qMkN49ImK-bi-YrBCJ6htQLTfvj2_czLFmJic422JdF3-Hm3HLpNhSgKsXuD4Z_3198SZEe9zV3zYq6NuI9hm-LTI8-fHpzzIR5TOanJx-PZmwYoMACoLg1Q2oYOa1rEaqMvPAyYetpWfrAMyDDGHhVxeCV0lPtRDBJg3-HUnqRYlbcySdkp1206SmhUdXCZRdVUq5ymTvnayWcw_lWgCBdQSY3irRXPU-GhfwCVW__rPqCHKK-b6WR57r7ASTtYH37L-sX5DVay6I3gm2CG5oKYNPIa2UPIHmAJ1WcF2RvJAleFMbLN_a2gxevbAnphzIGInhBXt4u45VYmdamxXUnIwHEGc3_LiPhpJS60lIURI_epdHTj1fa5nPH9g05OwcMqZ79D309J3dLQGlY8FLqPbKzXl6nfUBVa_-ic6CfaeMj2A
  priority: 102
  providerName: Directory of Open Access Journals
– databaseName: ProQuest Central
  dbid: BENPR
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lj9MwELagKyQuiKcIuyAjIXGyasdx45zQPlWQWCpE0d4ixw8RaTddmu5K5cR_4B_yS5hJ3EJ4XSq1nlSOnZn5xpn5hpAXFbhI0DHHKnCXLMuKwKogPAs5Uo-4QsJVmG1xOpnOszdn6iweuLUxrXJjEztD7RYWz8jHKUBBVRRgTV9dfmbYNQrfrsYWGjfJDphgrUdk5-D4dPZ-e8qCrJeAKfrSYAnx_fgC89z6jkntRQuajpR8k4FX6sj7_zTRv6dN_uKHTu6SOxFA0v1-x--RG765T271LSXXD4idr-rz-gs4JDpDCoa6-f712wxTV5yn0zXWZ9G3ODmzXJo1BchKsQqE4TH--bV39KjPvatbahqH_xG_LQI9fPfx9RETxUMyPzn-cDhlsZECs4DmVgwpYuQkz4XNAvLDS48lqGlaWR4AITrLs8zZSik90UbYwmvQc5vKSngXFDfyERk1i8Y_JtSpXJhgnPLKZCZwY6pcCWOwzxUgSZOQ8WYhy8ueL6OEOAOXvvz70ifkANd7K418190PIFlG9SlF4WSAj1QEB5BHFcaoigetnAsGQtyEvMTdKlErYW-sicUFMGnktyr3IYiAO1WcJ2RvIAnaZIfDm_0uoza35c9nLyHPt8N4JWaoNX5x1clIAHOF5v-WkWAxpc60FAnRg2dpcPfDkab-1LF-Q-zOAUuqJ_-f4S65nQIOw5SWVO-R0Wp55Z8CblpVz6Jy_ACcKBxe
  priority: 102
  providerName: ProQuest
Title Utilizing Protein–Peptide Hybrid Microarray for Time-Resolved Diagnosis and Prognosis of COVID-19
URI https://www.proquest.com/docview/2882599284
https://www.proquest.com/docview/2883584980
https://www.proquest.com/docview/3040384831
https://pubmed.ncbi.nlm.nih.gov/PMC10609375
https://doaj.org/article/19d3f19d21fd43159aa5b0f85ddfa549
Volume 11
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1fi9QwEB_OOwRfxL9Y71wiCD7Fa5pmmzyI3F9W4c5FXLm3kjYJFva63u6euD75HfyGfhJn2u5h9RRfFrqZlmaSyfymzPwG4FmBLhJtzPEC3SVPUxN4EYTnISPqEWck3kXZFqfD0SR9c6bONmDdLrVT4OLa0I76SU3m0xdfLlav0OBfUsSJIfvuOaWutU2QFucLNF5i2RvegC30Thl1NTjpIH9zOhshddOVMcEQniOcz9rC4X88quezGmr_Pw_w35Mqf_FSx3fgdgcv2V67H-7Chq_vwc224eTqPpSTZTWtvqK7YmMiaKjqH9--jymxxXk2WlH1Fjuhl7PzuV0xBLSMakQ4feSffvaOHbaZedWC2drRM7qrWWAHbz-8PuTCPIDJ8dH7gxHv2izwErHekhOBjBxmmSjTQOzx0lOBapIUZRwQP7oyTlNXFkrpobaiNF7jKVAmshDeBRVb-RA261ntHwFzKhM2WKe8sqkNsbVFpoS11AULcaaNYHetyPxTy6aRYxRCqs-vV30E-6TvK2liw27-QMm8M65cGCcD_iQiOAREylirijho5VywGABH8JxWK6ddhGtT2q70AF-a2K_yPQwxcKYqjiPY6UmirZX94fV65-utmicYpChj0M9H8PRqmO6k_LXazy4bGYlQz-j47zISz1OpUy1FBLq3l3qz74_U1ceGExwj-xiRpnr831PdhlsJAjbKfUn0Dmwu55f-CQKsZTGArf2j0_G7QfOBYtDYz08ESSpJ
linkProvider Scholars Portal
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9NAEB6VVAguiKcwFFgkECeru16vYx8QaptWCW1DhBrUm7veh4jUOiVJQeHEf-B_8KP4JczETsC8br1YsndsrWfn8a09D4BnBbpI1DEbFuguwzjOfFh44ULfptIjNpN4F0Vb9JPuMH59rI7X4NsyF4bCKpc2cWGo7djQN_LNCKGgyjK0pq_OP4TUNYr-ri5baFRise_mn3DLNn3Z6-D6Po-ivd2jnW5YdxUIDUKbWUj1UmTSbgsTeyqWLh3lY0ZRYbhHuGQNj2NrCqXSJNXCZC5FoTeRLISzXnEt8blXYD2WCY9asL692x-8XX3VoSqbiGGqVGQpM755RnF1VYem6dkULQuVAEwaXnDRLOBPl_B7mOYvfm_vJtyoASvbqiTsFqy58jZcrVpYzu-AGc5Gp6PP6ADZgEo-jMrvX74OKFTGOtadUz4YO6TJ6clEzxlCZEZZJyH9Njj96CzrVLF-oynTpaVn1Gdjz3bevOt1QpHdheGlsPgetMpx6e4Ds6ottNdWOaVj7bnWRVsJramvFiJXHcDmkpH5eVWfI8d9DbE-_zvrA9gmfq-oqb724gJS5rW65iKz0uMhEt4ixFKZ1qrgPlXWeo1b6gBe0GrlZAVwbYyukxlw0lRPK9_CTQu-qeI8gI0GJWqvaQ4v1zuvrcc0_ynrATxdDdOdFBFXuvHFgkYieMxS_m8aiRZapnEqRQBpQ5Yab98cKUfvF1XGBU84Ylf14P8zfALXukeHB_lBr7__EK5HiAEpnCZKN6A1m1y4R4jZZsXjWlEYnFy2bv4AKFFXhQ
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9NAEB6VVCAuiKcwFFgkECcru15vbB8QaptGCYUQIYJ6M-t9iEitU5IUFE78B_4NP4dfwkzsBMzr1osle8fWenZn5ht7HgCPCjSRKGM2LNBchnGc-bDwwoU-odIjNpN4F0VbDDv9cfz8SB1twbd1LgyFVa514kpR26mhb-TtCKGgyjLUpm1fh0WMur1npx9C6iBFf1rX7TSqLXLolp_QfZs_HXRxrR9HUe_gzX4_rDsMhAZhziKk2imykyTCxJ4Kp0tHuZlRVBjuETpZw-PYmkKptJNqYTKXogCYSBbCWa-4lvjcC7CdkFfUgu29g-Ho9eYLD1XcRDxTpSVLmfH2CcXYVd2a5idz1DJUDrDTsIirxgF_moffQzZ_sYG9q3ClBq9st9pt12DLldfhYtXOcnkDzHgxOZ58RmPIRlT-YVJ-__J1RGEz1rH-knLD2EuanJ7N9JIhXGaUgRLSL4Tjj86ybhX3N5kzXVp6Rn029Wz_1dtBNxTZTRifC4tvQauclu42MKsSob22yikda8-1LhIltKYeW4hidQDtNSPz06pWR44-DrE-_zvrA9gjfm-oqdb26gJS5rXo5iKz0uMhEt4i3FKZ1qrgPlXWeo3udQBPaLVy0gi4NkbXiQ04aaqtle-iA4NvqjgPYKdBiZJsmsPr9c5rTTLPf-77AB5uhulOio4r3fRsRSMRSGYp_zeNRG0t0ziVIoC0sZcab98cKSfvVxXHBe9wxLHqzv9n-AAuoUzmLwbDw7twOUI4SJE1UboDrcXszN1D-LYo7tdywuDdeYvmD_wKW7o
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Utilizing+Protein%E2%80%93Peptide+Hybrid+Microarray+for+Time-Resolved+Diagnosis+and+Prognosis+of+COVID-19&rft.jtitle=Microorganisms+%28Basel%29&rft.au=Zheng%2C+Peiyan&rft.au=Liao%2C+Baolin&rft.au=Yang%2C+Jiao&rft.au=Cheng%2C+Hu&rft.date=2023-09-28&rft.pub=MDPI+AG&rft.issn=2076-2607&rft.volume=11&rft.issue=10&rft_id=info:doi/10.3390%2Fmicroorganisms11102436&rft.externalDocID=A772099500
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2076-2607&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2076-2607&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2076-2607&client=summon