An Automatic Platform Based on Nanostructured Microfluidic Chip for Isolating and Identification of Circulating Tumor Cells

Circulating tumor cell (CTC) test is currently used as a biomarker in cancer treatment. Unfortunately, the poor reproducibility and limited sensitivity with the CTC detection have limited its potential impact on clinical application. A reliable automated CTC detection system is therefore needed. We...

Full description

Saved in:
Bibliographic Details
Published inMicromachines (Basel) Vol. 12; no. 5; p. 473
Main Authors Jou, Hei-Jen, Chou, Li-Yun, Chang, Wen-Chun, Ho, Hsin-Cheng, Zhang, Wan-Ting, Ling, Pei-Ying, Tsai, Ko-Hsin, Chen, Szu-Hua, Chen, Tze-Ho, Lo, Pei-Hsuan, Chen, Ming, Hsu, Heng-Tung
Format Journal Article
LanguageEnglish
Published Switzerland MDPI AG 21.04.2021
MDPI
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Circulating tumor cell (CTC) test is currently used as a biomarker in cancer treatment. Unfortunately, the poor reproducibility and limited sensitivity with the CTC detection have limited its potential impact on clinical application. A reliable automated CTC detection system is therefore needed. We have designed an automated microfluidic chip-based CTC detection system and hypothesize this novel system can reliably detect CTC from clinical specimens. SKOV3 ovarian cancer cell line was used first to test the reliability of our system. Ten healthy volunteers, 5 patients with benign ovarian tumors, and 8 patients with epithelial ovarian cancer (EOC) were recruited to validate the CTC capturing efficacy in the peripheral blood. The capture rates for spiking test in SKOV3 cells were 48.3% and 89.6% by using anti-EpCAM antibody alone and a combination of anti-EpCAM antibody and anti-N-cadherin antibody, respectively. The system was sensitive to detection of low cell count and showed a linear relationship with the cell counts in our test range. The sensitivity and specificity were 62.5% and 100% when CTC was used as a biomarker for EOC. Our results demonstrated that this automatic CTC platform has a high capture rate and is feasible for detection of CTCs in EOC.
AbstractList Circulating tumor cell (CTC) test is currently used as a biomarker in cancer treatment. Unfortunately, the poor reproducibility and limited sensitivity with the CTC detection have limited its potential impact on clinical application. A reliable automated CTC detection system is therefore needed. We have designed an automated microfluidic chip-based CTC detection system and hypothesize this novel system can reliably detect CTC from clinical specimens. SKOV3 ovarian cancer cell line was used first to test the reliability of our system. Ten healthy volunteers, 5 patients with benign ovarian tumors, and 8 patients with epithelial ovarian cancer (EOC) were recruited to validate the CTC capturing efficacy in the peripheral blood. The capture rates for spiking test in SKOV3 cells were 48.3% and 89.6% by using anti-EpCAM antibody alone and a combination of anti-EpCAM antibody and anti-N-cadherin antibody, respectively. The system was sensitive to detection of low cell count and showed a linear relationship with the cell counts in our test range. The sensitivity and specificity were 62.5% and 100% when CTC was used as a biomarker for EOC. Our results demonstrated that this automatic CTC platform has a high capture rate and is feasible for detection of CTCs in EOC.Circulating tumor cell (CTC) test is currently used as a biomarker in cancer treatment. Unfortunately, the poor reproducibility and limited sensitivity with the CTC detection have limited its potential impact on clinical application. A reliable automated CTC detection system is therefore needed. We have designed an automated microfluidic chip-based CTC detection system and hypothesize this novel system can reliably detect CTC from clinical specimens. SKOV3 ovarian cancer cell line was used first to test the reliability of our system. Ten healthy volunteers, 5 patients with benign ovarian tumors, and 8 patients with epithelial ovarian cancer (EOC) were recruited to validate the CTC capturing efficacy in the peripheral blood. The capture rates for spiking test in SKOV3 cells were 48.3% and 89.6% by using anti-EpCAM antibody alone and a combination of anti-EpCAM antibody and anti-N-cadherin antibody, respectively. The system was sensitive to detection of low cell count and showed a linear relationship with the cell counts in our test range. The sensitivity and specificity were 62.5% and 100% when CTC was used as a biomarker for EOC. Our results demonstrated that this automatic CTC platform has a high capture rate and is feasible for detection of CTCs in EOC.
Circulating tumor cell (CTC) test is currently used as a biomarker in cancer treatment. Unfortunately, the poor reproducibility and limited sensitivity with the CTC detection have limited its potential impact on clinical application. A reliable automated CTC detection system is therefore needed. We have designed an automated microfluidic chip-based CTC detection system and hypothesize this novel system can reliably detect CTC from clinical specimens. SKOV3 ovarian cancer cell line was used first to test the reliability of our system. Ten healthy volunteers, 5 patients with benign ovarian tumors, and 8 patients with epithelial ovarian cancer (EOC) were recruited to validate the CTC capturing efficacy in the peripheral blood. The capture rates for spiking test in SKOV3 cells were 48.3% and 89.6% by using anti-EpCAM antibody alone and a combination of anti-EpCAM antibody and anti-N-cadherin antibody, respectively. The system was sensitive to detection of low cell count and showed a linear relationship with the cell counts in our test range. The sensitivity and specificity were 62.5% and 100% when CTC was used as a biomarker for EOC. Our results demonstrated that this automatic CTC platform has a high capture rate and is feasible for detection of CTCs in EOC.
Author Lo, Pei-Hsuan
Chen, Szu-Hua
Chen, Ming
Hsu, Heng-Tung
Zhang, Wan-Ting
Chen, Tze-Ho
Chang, Wen-Chun
Jou, Hei-Jen
Tsai, Ko-Hsin
Ling, Pei-Ying
Chou, Li-Yun
Ho, Hsin-Cheng
AuthorAffiliation 9 Department of Obstetrics and Gynecology, Changhua Christian Hospital, Changhua 526, Taiwan
6 Circulating Rare Cell Laboratory, Taiwan Adventist Hospital, Taipei 100, Taiwan; szu2520@gmail.com
1 Departments of Obstetrics and Gynecology, Taiwan Adventist Hospital, Taipei 105, Taiwan; peiyingling03@gmail.com (P.-Y.L.); 150188@tahsda.org.tw (K.-H.T.); pkmmcl@gmail.com (P.-H.L.)
3 International College of Semiconductor Technology, National Yang Ming Chiao Tung University, Hsinchu 30010, Taiwan; neoho.icst07g@nctu.edu.tw
4 School of Nursing, National Taipei University of Nursing and Health Science, Taipei 112, Taiwan
8 Department of Genomic Science and Technology, Changhua Christian Hospital Healthcare System, Changhua 526, Taiwan
7 Department of Genomic Medicine and Center for Medical Genetics, Changhua Christian Hospital, Changhua 526, Taiwan; 46305@cch.org.tw
2 Departments of Obstetrics and Gynecology, National Taiwan University Hospital, Taipei 100, Taiwan; 143178@tahsda.org.tw (L.-Y.C.); dto
AuthorAffiliation_xml – name: 1 Departments of Obstetrics and Gynecology, Taiwan Adventist Hospital, Taipei 105, Taiwan; peiyingling03@gmail.com (P.-Y.L.); 150188@tahsda.org.tw (K.-H.T.); pkmmcl@gmail.com (P.-H.L.)
– name: 9 Department of Obstetrics and Gynecology, Changhua Christian Hospital, Changhua 526, Taiwan
– name: 7 Department of Genomic Medicine and Center for Medical Genetics, Changhua Christian Hospital, Changhua 526, Taiwan; 46305@cch.org.tw
– name: 3 International College of Semiconductor Technology, National Yang Ming Chiao Tung University, Hsinchu 30010, Taiwan; neoho.icst07g@nctu.edu.tw
– name: 2 Departments of Obstetrics and Gynecology, National Taiwan University Hospital, Taipei 100, Taiwan; 143178@tahsda.org.tw (L.-Y.C.); dtobgya1@yahoo.com.tw (W.-C.C.); mingchenmd@gmail.com (M.C.)
– name: 4 School of Nursing, National Taipei University of Nursing and Health Science, Taipei 112, Taiwan
– name: 5 Cytoaurora Biotechnologies Inc., Hsinchu 302, Taiwan; tina.zhang@cytoaurora.com
– name: 8 Department of Genomic Science and Technology, Changhua Christian Hospital Healthcare System, Changhua 526, Taiwan
– name: 6 Circulating Rare Cell Laboratory, Taiwan Adventist Hospital, Taipei 100, Taiwan; szu2520@gmail.com
Author_xml – sequence: 1
  givenname: Hei-Jen
  orcidid: 0000-0001-9486-7059
  surname: Jou
  fullname: Jou, Hei-Jen
– sequence: 2
  givenname: Li-Yun
  surname: Chou
  fullname: Chou, Li-Yun
– sequence: 3
  givenname: Wen-Chun
  surname: Chang
  fullname: Chang, Wen-Chun
– sequence: 4
  givenname: Hsin-Cheng
  surname: Ho
  fullname: Ho, Hsin-Cheng
– sequence: 5
  givenname: Wan-Ting
  surname: Zhang
  fullname: Zhang, Wan-Ting
– sequence: 6
  givenname: Pei-Ying
  surname: Ling
  fullname: Ling, Pei-Ying
– sequence: 7
  givenname: Ko-Hsin
  surname: Tsai
  fullname: Tsai, Ko-Hsin
– sequence: 8
  givenname: Szu-Hua
  surname: Chen
  fullname: Chen, Szu-Hua
– sequence: 9
  givenname: Tze-Ho
  surname: Chen
  fullname: Chen, Tze-Ho
– sequence: 10
  givenname: Pei-Hsuan
  surname: Lo
  fullname: Lo, Pei-Hsuan
– sequence: 11
  givenname: Ming
  orcidid: 0000-0001-5076-2917
  surname: Chen
  fullname: Chen, Ming
– sequence: 12
  givenname: Heng-Tung
  orcidid: 0000-0002-7753-5690
  surname: Hsu
  fullname: Hsu, Heng-Tung
BackLink https://www.ncbi.nlm.nih.gov/pubmed/33919456$$D View this record in MEDLINE/PubMed
BookMark eNptkltrFDEYhoNUbK298QfIgDcirOacmRthXTws1MNFBe9CJodtlplkTWYE8c_7tbvWtpiLJHx53pfvkMfoKOXkEXpK8CvGOvx6jIRigbliD9AJxYoupJTfj27dj9FZrVsMS6kOtkfoGJSk40KeoN_L1CznKY9mirb5Opgp5DI2b031rsmp-WxSrlOZ7TQXiHyKtuQwzNEBvbqMuwbwZl0zCGPaNCa5Zu18mmKIFkLgkEOzisXOB-JiHkGx8sNQn6CHwQzVnx3OU_Tt_buL1cfF-ZcP69XyfGG5otOitVIa5nlrjbLSyKCCZKrzXW9pMIJ47Li0VjlOfC-4l77jmFnRe-KwpT07Reu9r8tmq3cljqb80tlEfR3IZaNNgfIHr3tlmeE9l8oG3nrV-p4xGnopWqO84-D1Zu-1m_vROwulFjPcMb37kuKl3uSfuiWcCUzA4MXBoOQfs6-THmO10A6TfJ6rpoLiVgmCBaDP76HbPJcErQKKUdJyKa4yenY7o5tU_s4YgJd7AEZXa_HhBiH4isL63x8CGN-DbZyuBwnVxOF_kj86tMrP
CitedBy_id crossref_primary_10_1016_j_heliyon_2024_e39148
crossref_primary_10_1016_j_tjog_2024_06_005
crossref_primary_10_1002_smll_202205320
crossref_primary_10_1016_j_biochi_2024_01_001
crossref_primary_10_1016_j_tjog_2021_11_008
crossref_primary_10_1002_smtd_202200226
crossref_primary_10_1186_s12885_024_13222_5
crossref_primary_10_1002_smsc_202300206
crossref_primary_10_1038_s41598_023_29416_z
crossref_primary_10_2217_nnm_2023_0066
crossref_primary_10_1021_acssensors_3c01063
crossref_primary_10_1016_j_bbcan_2024_189236
crossref_primary_10_1016_j_bej_2022_108590
crossref_primary_10_1186_s40364_022_00403_2
Cites_doi 10.18632/oncotarget.17397
10.1186/1471-2407-12-178
10.3322/caac.21590
10.1038/nature06385
10.2741/2911
10.1016/j.ygyno.2017.02.042
10.1016/j.cell.2014.07.013
10.18632/oncotarget.18277
10.1159/000492521
10.1136/jcp.2011.090274
10.1016/j.ejca.2017.05.016
10.1038/s41571-019-0187-3
10.1016/j.ygyno.2011.05.028
10.1039/C7CS00016B
10.20892/j.issn.2095-3941.2018.0256
10.1016/j.cell.2011.09.024
10.1136/ijgc-00009577-200609000-00010
10.1007/s00253-013-5232-z
10.1200/JCO.2013.51.7417
10.1016/j.biomaterials.2016.08.020
10.1016/j.ejso.2016.05.010
10.1016/j.ygyno.2011.06.022
10.1080/10408360590913696
10.1016/j.canlet.2013.12.019
10.1007/s00404-020-05477-7
10.3390/mi10020132
10.1084/jem.20180765
10.1371/journal.pone.0151153
10.1111/j.1349-7006.2010.01826.x
10.1158/0008-5472.CAN-04-0754
10.1016/j.ygyno.2013.08.006
10.1158/1078-0432.CCR-13-2664
10.1158/1078-0432.CCR-04-0378
10.18632/oncotarget.22468
10.1177/1849454418782617
10.18632/oncotarget.23943
10.1016/j.celrep.2018.01.053
10.1158/1078-0432.CCR-0482-3
10.2183/pjab.93.009
10.1016/S1050-3862(99)00042-X
10.1016/j.cell.2016.11.037
10.3892/ijo.2016.3691
10.1016/j.trsl.2018.07.003
10.1016/j.humpath.2003.08.026
10.3390/cells9051218
10.3390/biom10020255
10.18632/oncotarget.20428
10.1172/JCI42550
ContentType Journal Article
Copyright 2021 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.
2021 by the authors. 2021
Copyright_xml – notice: 2021 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: 2021 by the authors. 2021
DBID AAYXX
CITATION
NPM
7SP
7TB
8FD
8FE
8FG
ABJCF
ABUWG
AFKRA
AZQEC
BENPR
BGLVJ
CCPQU
DWQXO
FR3
HCIFZ
L6V
L7M
M7S
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PTHSS
7X8
5PM
DOA
DOI 10.3390/mi12050473
DatabaseName CrossRef
PubMed
Electronics & Communications Abstracts
Mechanical & Transportation Engineering Abstracts
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
Materials Science & Engineering Collection
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central Essentials
ProQuest Central
ProQuest Technology Collection
ProQuest One Community College
ProQuest Central Korea
Engineering Research Database
SciTech Premium Collection (Proquest)
ProQuest Engineering Collection
Advanced Technologies Database with Aerospace
Engineering Database
ProQuest Central Premium
ProQuest One Academic (New)
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
Engineering collection
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
PubMed
Publicly Available Content Database
Technology Collection
Technology Research Database
ProQuest One Academic Middle East (New)
Mechanical & Transportation Engineering Abstracts
ProQuest Central Essentials
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest Engineering Collection
ProQuest Central Korea
ProQuest Central (New)
Advanced Technologies Database with Aerospace
Engineering Collection
Engineering Database
ProQuest One Academic Eastern Edition
Electronics & Communications Abstracts
ProQuest Technology Collection
ProQuest SciTech Collection
ProQuest One Academic UKI Edition
Materials Science & Engineering Collection
Engineering Research Database
ProQuest One Academic
ProQuest One Academic (New)
MEDLINE - Academic
DatabaseTitleList MEDLINE - Academic


Publicly Available Content Database
CrossRef
PubMed
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 3
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 2072-666X
ExternalDocumentID oai_doaj_org_article_b7c3a4b467cf48e78eb332fb658a7ed4
PMC8143501
33919456
10_3390_mi12050473
Genre Journal Article
GeographicLocations United States--US
Taiwan
GeographicLocations_xml – name: Taiwan
– name: United States--US
GroupedDBID 53G
5VS
8FE
8FG
AADQD
AAFWJ
AAYXX
ABJCF
ADBBV
ADMLS
AENEX
AFKRA
AFPKN
AFZYC
ALMA_UNASSIGNED_HOLDINGS
AOIJS
BCNDV
BENPR
BGLVJ
CCPQU
CITATION
GROUPED_DOAJ
HCIFZ
HYE
IAO
KQ8
L6V
M7S
MM.
MODMG
M~E
OK1
PGMZT
PHGZM
PHGZT
PIMPY
PROAC
PTHSS
RPM
TR2
TUS
NPM
7SP
7TB
8FD
ABUWG
AZQEC
DWQXO
FR3
L7M
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
7X8
5PM
PUEGO
ID FETCH-LOGICAL-c472t-8c66a3e48ca7c6a6f7f6379e9bc2fa51e0d46cc7d41eb54e6e9403c5be1d0c2b3
IEDL.DBID DOA
ISSN 2072-666X
IngestDate Wed Aug 27 01:29:52 EDT 2025
Thu Aug 21 17:24:46 EDT 2025
Fri Jul 11 00:41:26 EDT 2025
Fri Jul 25 12:11:14 EDT 2025
Thu Apr 03 07:09:03 EDT 2025
Tue Jul 01 03:41:10 EDT 2025
Thu Apr 24 22:57:50 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 5
Keywords SKOV3
epithelial ovarian cancer
CD13
circulating tumor cells
liquid biopsy
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-c472t-8c66a3e48ca7c6a6f7f6379e9bc2fa51e0d46cc7d41eb54e6e9403c5be1d0c2b3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0001-5076-2917
0000-0002-7753-5690
0000-0001-9486-7059
OpenAccessLink https://doaj.org/article/b7c3a4b467cf48e78eb332fb658a7ed4
PMID 33919456
PQID 2532184654
PQPubID 2032359
ParticipantIDs doaj_primary_oai_doaj_org_article_b7c3a4b467cf48e78eb332fb658a7ed4
pubmedcentral_primary_oai_pubmedcentral_nih_gov_8143501
proquest_miscellaneous_2520875105
proquest_journals_2532184654
pubmed_primary_33919456
crossref_primary_10_3390_mi12050473
crossref_citationtrail_10_3390_mi12050473
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 20210421
PublicationDateYYYYMMDD 2021-04-21
PublicationDate_xml – month: 4
  year: 2021
  text: 20210421
  day: 21
PublicationDecade 2020
PublicationPlace Switzerland
PublicationPlace_xml – name: Switzerland
– name: Basel
PublicationTitle Micromachines (Basel)
PublicationTitleAlternate Micromachines (Basel)
PublicationYear 2021
Publisher MDPI AG
MDPI
Publisher_xml – name: MDPI AG
– name: MDPI
References Lambert (ref_5) 2017; 168
Went (ref_21) 2004; 35
Obermayr (ref_32) 2017; 8
ref_13
ref_12
Rao (ref_37) 2017; 10
Lee (ref_36) 2017; 145
Siegel (ref_10) 2020; 70
Broxterman (ref_50) 2004; 10
Allard (ref_44) 2004; 10
Osta (ref_22) 2004; 64
Chen (ref_18) 2016; 49
Goldkorn (ref_40) 2014; 32
Guo (ref_47) 2018; 9
Schmelzer (ref_20) 2008; 13
ref_25
Yap (ref_3) 2014; 20
Jie (ref_24) 2017; 8
Spizzo (ref_23) 2011; 64
Poveda (ref_42) 2011; 122
Liu (ref_30) 2013; 131
Quandt (ref_1) 2017; 8
ref_26
Fehm (ref_45) 2020; 301
Dan (ref_8) 2018; 15
Brouwers (ref_34) 2016; 42
Pantel (ref_2) 2019; 16
Surowiak (ref_48) 2006; 16
Jackson (ref_11) 2017; 46
Lim (ref_39) 2014; 346
Gonzalez (ref_19) 2018; 22
Massard (ref_46) 2017; 83
Zieglschmid (ref_7) 2005; 42
Woo (ref_6) 2018; 201
Hong (ref_28) 2016; 106
Valastyan (ref_4) 2011; 147
Suh (ref_31) 2017; 8
Nagrath (ref_9) 2007; 450
Po (ref_27) 2018; 7
Aceto (ref_38) 2014; 158
ref_43
Dundas (ref_14) 2013; 97
Gao (ref_33) 2019; 216
Larsson (ref_49) 2011; 102
Haraguchi (ref_16) 2010; 120
Stayton (ref_15) 1999; 16
Zhang (ref_35) 2018; 48
Behbakht (ref_41) 2011; 123
Esparza (ref_29) 2019; 9
Colvin (ref_17) 2017; 93
References_xml – volume: 8
  start-page: 48507
  year: 2017
  ident: ref_1
  article-title: Implementing liquid biopsies into clinical decision making for cancer immunotherapy
  publication-title: Oncotarget
  doi: 10.18632/oncotarget.17397
– ident: ref_26
  doi: 10.1186/1471-2407-12-178
– volume: 70
  start-page: 7
  year: 2020
  ident: ref_10
  article-title: Cancer statistics, 2020
  publication-title: CA Cancer J. Clin.
  doi: 10.3322/caac.21590
– volume: 450
  start-page: 1235
  year: 2007
  ident: ref_9
  article-title: Isolation of rare circulating tumour cells in cancer patients by microchip technology
  publication-title: Nature
  doi: 10.1038/nature06385
– volume: 13
  start-page: 3096
  year: 2008
  ident: ref_20
  article-title: EpCAM expression in normal, non-pathological tissues
  publication-title: Front. Biosci.
  doi: 10.2741/2911
– volume: 145
  start-page: 361
  year: 2017
  ident: ref_36
  article-title: Predictive value of circulating tumor cells (CTCs) captured by microfluidic device in patients with epithelial ovarian cancer
  publication-title: Gynecol. Oncol.
  doi: 10.1016/j.ygyno.2017.02.042
– volume: 158
  start-page: 1110
  year: 2014
  ident: ref_38
  article-title: Circulating Tumor Cell Clusters Are Oligoclonal Precursors of Breast Cancer Metastasis
  publication-title: Cell
  doi: 10.1016/j.cell.2014.07.013
– volume: 8
  start-page: 81558
  year: 2017
  ident: ref_24
  article-title: Epithelial-to-mesenchymal transition, circulating tumor cells and cancer metastasis: Mechanisms and clinical applications
  publication-title: Oncotarget
  doi: 10.18632/oncotarget.18277
– volume: 48
  start-page: 1983
  year: 2018
  ident: ref_35
  article-title: Analysis of Circulating Tumor Cells in Ovarian Cancer and Their Clinical Value as a Biomarker
  publication-title: Cell. Physiol. Biochem.
  doi: 10.1159/000492521
– volume: 64
  start-page: 415
  year: 2011
  ident: ref_23
  article-title: EpCAM expression in primary tumour tissues and metastases: An immunohistochemical analysis
  publication-title: J. Clin. Pathol.
  doi: 10.1136/jcp.2011.090274
– volume: 83
  start-page: 185
  year: 2017
  ident: ref_46
  article-title: RECIST response and variation of circulating tumour cells in phase 1 trials: A prospective multicentric study
  publication-title: Eur. J. Cancer
  doi: 10.1016/j.ejca.2017.05.016
– volume: 16
  start-page: 409
  year: 2019
  ident: ref_2
  article-title: Liquid biopsy and minimal residual disease—latest advances and implications for cure
  publication-title: Nat. Rev. Clin. Oncol.
  doi: 10.1038/s41571-019-0187-3
– volume: 10
  start-page: 9599
  year: 2017
  ident: ref_37
  article-title: Detection of circulating tumour cells in patients with epithelial ovarian cancer by a microfluidic system
  publication-title: Int. J. Clin. Exp. Pathol.
– volume: 122
  start-page: 567
  year: 2011
  ident: ref_42
  article-title: Circulating tumor cells predict progression free survival and overall survival in patients with relapsed/recurrent advanced ovarian cancer
  publication-title: Gynecol. Oncol.
  doi: 10.1016/j.ygyno.2011.05.028
– volume: 46
  start-page: 4245
  year: 2017
  ident: ref_11
  article-title: Materials and microfluidics: Enabling the efficient isolation and analysis of circulating tumour cells
  publication-title: Chem. Soc. Rev.
  doi: 10.1039/C7CS00016B
– volume: 15
  start-page: 335
  year: 2018
  ident: ref_8
  article-title: Advances in isolation and detection of circulating tumor cells based on microfluidics
  publication-title: Cancer Biol. Med.
  doi: 10.20892/j.issn.2095-3941.2018.0256
– volume: 147
  start-page: 275
  year: 2011
  ident: ref_4
  article-title: Tumor Metastasis: Molecular Insights and Evolving Paradigms
  publication-title: Cell
  doi: 10.1016/j.cell.2011.09.024
– volume: 16
  start-page: 1783
  year: 2006
  ident: ref_48
  article-title: Expression of aminopeptidase N/CD13 in human ovarian cancers
  publication-title: Int. J. Gynecol. Cancer
  doi: 10.1136/ijgc-00009577-200609000-00010
– volume: 97
  start-page: 9343
  year: 2013
  ident: ref_14
  article-title: Streptavidin-biotin technology: Improvements and innovations in chemical and bio-logical applications
  publication-title: Appl. Microbiol. Biotechnol.
  doi: 10.1007/s00253-013-5232-z
– volume: 32
  start-page: 1136
  year: 2014
  ident: ref_40
  article-title: Circulating Tumor Cell Counts Are Prognostic of Overall Survival in SWOG S0421: A Phase III Trial of Docetaxel With or Without Atrasentan for Metastatic Castration-Resistant Prostate Cancer
  publication-title: J. Clin. Oncol.
  doi: 10.1200/JCO.2013.51.7417
– volume: 106
  start-page: 78
  year: 2016
  ident: ref_28
  article-title: Multifunctional magnetic nanowires: A novel breakthrough for ultrasensi-tive detection and isolation of rare cancer cells from non-metastatic early breast cancer patients using small volumes of blood
  publication-title: Biomaterials
  doi: 10.1016/j.biomaterials.2016.08.020
– volume: 42
  start-page: 1772
  year: 2016
  ident: ref_34
  article-title: Current and future role of circulating tumor cells in patients with epithelial ovarian cancer
  publication-title: Eur. J. Surg. Oncol.
  doi: 10.1016/j.ejso.2016.05.010
– volume: 123
  start-page: 19
  year: 2011
  ident: ref_41
  article-title: Phase II trial of the mTOR inhibitor, temsirolimus and evaluation of circulating tumor cells and tumor bi-omarkers in persistent and recurrent epithelial ovarian and primary peritoneal malignancies: A Gynecologic Oncology Group study
  publication-title: Gynecol. Oncol.
  doi: 10.1016/j.ygyno.2011.06.022
– volume: 42
  start-page: 155
  year: 2005
  ident: ref_7
  article-title: Detection of Disseminated Tumor Cells in Peripheral Blood
  publication-title: Crit. Rev. Clin. Lab. Sci.
  doi: 10.1080/10408360590913696
– volume: 346
  start-page: 24
  year: 2014
  ident: ref_39
  article-title: Circulating tumour cells and circulating free nucleic acid as prognostic and predictive biomarkers in colorectal cancer
  publication-title: Cancer Lett.
  doi: 10.1016/j.canlet.2013.12.019
– volume: 301
  start-page: 1027
  year: 2020
  ident: ref_45
  article-title: Clinical relevance of circulating tumor cells in ovarian, fallopian tube and peritoneal cancer
  publication-title: Arch. Gynecol. Obstet.
  doi: 10.1007/s00404-020-05477-7
– volume: 9
  start-page: 1
  year: 2019
  ident: ref_29
  article-title: High-Throughput Automated Microscopy of Circulating Tumor Cells
  publication-title: Sci. Rep.
– ident: ref_12
  doi: 10.3390/mi10020132
– volume: 216
  start-page: 688
  year: 2019
  ident: ref_33
  article-title: Heterotypic CAF-tumor sphe-roids promote early peritoneal metastasis of ovarian cancer
  publication-title: J. Exp. Med.
  doi: 10.1084/jem.20180765
– ident: ref_13
  doi: 10.1371/journal.pone.0151153
– volume: 102
  start-page: 501
  year: 2011
  ident: ref_49
  article-title: Aminopeptidase N (CD13) as a target for cancer chemotherapy
  publication-title: Cancer Sci.
  doi: 10.1111/j.1349-7006.2010.01826.x
– volume: 64
  start-page: 5818
  year: 2004
  ident: ref_22
  article-title: EpCAM is overex-pressed in breast cancer and is a potential target for breast cancer gene therapy
  publication-title: Cancer Res.
  doi: 10.1158/0008-5472.CAN-04-0754
– volume: 131
  start-page: 352
  year: 2013
  ident: ref_30
  article-title: Predictive value of circulating tumor cells (CTCs) in newly-diagnosed and recurrent ovarian cancer patients
  publication-title: Gynecol. Oncol.
  doi: 10.1016/j.ygyno.2013.08.006
– volume: 20
  start-page: 2553
  year: 2014
  ident: ref_3
  article-title: Circulating Tumor Cells: A Multifunctional Biomarker
  publication-title: Clin. Cancer Res.
  doi: 10.1158/1078-0432.CCR-13-2664
– volume: 10
  start-page: 6897
  year: 2004
  ident: ref_44
  article-title: Tu-mor cells circulate in the peripheral blood of all major carcinomas but not in healthy subjects or patients with nonmalig-nant diseases
  publication-title: Clin. Cancer Res.
  doi: 10.1158/1078-0432.CCR-04-0378
– volume: 8
  start-page: 106415
  year: 2017
  ident: ref_32
  article-title: Circulating tumor cells: Potential markers of minimal residual disease in ovarian cancer? A study of the OVCAD consortium
  publication-title: Oncotarget
  doi: 10.18632/oncotarget.22468
– volume: 7
  start-page: 1849454418782617
  year: 2018
  ident: ref_27
  article-title: Im-proved ovarian cancer EMT-CTC isolation by immunomagnetic targeting of epithelial EpCAM and mesenchymal N-cadherin
  publication-title: J. Circ. Biomark.
  doi: 10.1177/1849454418782617
– volume: 9
  start-page: 7522
  year: 2018
  ident: ref_47
  article-title: Diagnostic value of HE4+ circulating tumor cells in patients with suspicious ovarian cancer
  publication-title: Oncotarget
  doi: 10.18632/oncotarget.23943
– volume: 22
  start-page: 1875
  year: 2018
  ident: ref_19
  article-title: Commonly Occurring Cell Subsets in High-Grade Serous Ovarian Tumors Identified by Single-Cell Mass Cytometry
  publication-title: Cell Rep.
  doi: 10.1016/j.celrep.2018.01.053
– volume: 10
  start-page: 1180
  year: 2004
  ident: ref_50
  article-title: Reduced Growth, Increased Vascular Area, and Reduced Response to Cisplatin in CD13-Overexpressing Human Ovarian Cancer Xenografts
  publication-title: Clin. Cancer Res.
  doi: 10.1158/1078-0432.CCR-0482-3
– volume: 93
  start-page: 146
  year: 2017
  ident: ref_17
  article-title: Getting to the heart of the matter in cancer: Novel approaches to targeting cancer stem cells
  publication-title: Proc. Jpn. Acad. Ser. B
  doi: 10.2183/pjab.93.009
– volume: 16
  start-page: 39
  year: 1999
  ident: ref_15
  article-title: Streptavidin–biotin binding energetics
  publication-title: Biomol. Eng.
  doi: 10.1016/S1050-3862(99)00042-X
– volume: 168
  start-page: 670
  year: 2017
  ident: ref_5
  article-title: Emerging Biological Principles of Metastasis
  publication-title: Cell
  doi: 10.1016/j.cell.2016.11.037
– volume: 49
  start-page: 1881
  year: 2016
  ident: ref_18
  article-title: Cancer stem cell marker CD90 inhibits ovarian cancer formation via β3 integrin
  publication-title: Int. J. Oncol.
  doi: 10.3892/ijo.2016.3691
– volume: 201
  start-page: 128
  year: 2018
  ident: ref_6
  article-title: Circulating tumor cells as “liquid biopsies” to understand cancer metastasis
  publication-title: Transl. Res.
  doi: 10.1016/j.trsl.2018.07.003
– volume: 35
  start-page: 122
  year: 2004
  ident: ref_21
  article-title: Frequent EpCam protein expression in human carcinomas
  publication-title: Hum. Pathol.
  doi: 10.1016/j.humpath.2003.08.026
– ident: ref_43
  doi: 10.3390/cells9051218
– ident: ref_25
  doi: 10.3390/biom10020255
– volume: 8
  start-page: 77195
  year: 2017
  ident: ref_31
  article-title: Circulating tumor cells in the differential diagnosis of adnexal masses
  publication-title: Oncotarget
  doi: 10.18632/oncotarget.20428
– volume: 120
  start-page: 3326
  year: 2010
  ident: ref_16
  article-title: CD13 is a therapeutic target in human liver cancer stem cells
  publication-title: J. Clin. Investig.
  doi: 10.1172/JCI42550
SSID ssj0000779007
Score 2.3205009
Snippet Circulating tumor cell (CTC) test is currently used as a biomarker in cancer treatment. Unfortunately, the poor reproducibility and limited sensitivity with...
SourceID doaj
pubmedcentral
proquest
pubmed
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage 473
SubjectTerms Antibodies
Automation
Biomarkers
Biopsy
Cancer
CD13
circulating tumor cells
Efficiency
epithelial ovarian cancer
liquid biopsy
Metastasis
Microfluidics
Ovarian cancer
Polyethylene glycol
Sensitivity
SKOV3
Tumors
SummonAdditionalLinks – databaseName: ProQuest Central
  dbid: BENPR
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1La9wwEBZtcmkPpe-4TYtKe-nBxJZkyT6V3SUhLSSEkkBuRpKlxuDY2931qX--M7bWyZbQk0Eew-B5S6NvCPlSaBxp7F3sXJHEwuUaTcrHjhtEa5cZy_By8tm5PL0SP66z67Dhtg5tlVufODjqqrO4R37EMo7ViMzEt-XvGKdG4elqGKHxmOyDC86h-NqfH59f_Jx2WRKE00vUiEvKob4_uq1TlmSJUHwnEg2A_Q9lmf82S96LPifPybOQNtLZKOcX5JFrX5Kn98AEX5E_s5bO-k03YLDSi0ZvMB-lcwhTFe1aCn60G9Fi-xWsnGEnnm_6ugLqxU29pEBOv4MqauyEprqt6HiL14dtPdp5uqhXtg8Ul_0tfLFwTbN-Ta5Oji8Xp3EYrRBbodgmzq2UmjuRW62s1NIrL7kqXGEs8zpLXVIJaa2qROpMJpx0hUi4zYxLq8Qyw9-QvbZr3QGhUoEaVFA4MWmEqAqNV1XhyYz1IH8Wka_b31zagDuO4y-aEuoPFEl5J5KIfJ5olyPaxoNUc5TWRIEI2cNCt_pVBoMrjbJcCwNxwHqRO5U7wznzBjIurVwlInK4lXUZzHZd3ilZRD5Nr8Hg8BRFt67rkYbhFADISyPydlSNiRNgNC0gJY2I2lGaHVZ337T1zQDqnWPimqTv_s_We_KEYVNNImKWHpI90Br3AbKijfkYVP8v5rkQ4Q
  priority: 102
  providerName: ProQuest
Title An Automatic Platform Based on Nanostructured Microfluidic Chip for Isolating and Identification of Circulating Tumor Cells
URI https://www.ncbi.nlm.nih.gov/pubmed/33919456
https://www.proquest.com/docview/2532184654
https://www.proquest.com/docview/2520875105
https://pubmed.ncbi.nlm.nih.gov/PMC8143501
https://doaj.org/article/b7c3a4b467cf48e78eb332fb658a7ed4
Volume 12
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3Na90wDDdbd9kOY9_N1j08tssOoYnt2MnxvUffukFLGS30FmxHpoE0Ke3Laf_8pCR9e28UdtkpYCugWJIlOfJPjH0pLLU0DhADFEmsILdkUiEG6QitXWcio8vJJ6f6-EL9uMwut1p9UU3YCA88LtyhM15a5dCefVA5mByzPymCQ89pDVQDEij6vK1katiDCUYvMSMeqcS8_vC6TkWSJcrIHQ80APU_FF3-XSS55XVWL9jzKVzk85HNl-wRtK_Ysy0Qwdfs17zl837dDdir_Kyxa4pD-QLdU8W7luP-2Y0osf0tjpxQBV5o-rpC6uVVfcORnH9HFbRUAc1tW_Hx9m6YjvN4F_iyvvX9RHHeX-MbS2iauzfsYnV0vjyOp5YKsVdGrOPca20lqNxb47XVwQQtTQGF8yLYLIWkUtp7U6kUXKZAQ6ES6TMHaZV44eRbttd2Lewzrg2Kv8KESWinVFVYuqKKT-F8QLmLiH29X-bST3jj1PaiKTHvIJGUf0QSsc8b2psRZeNBqgVJa0NByNjDAOpLOelL-S99idjBvazLyVzvSpFJSnV1htOfNtNoaPT3xLbQ9UQjCP0f49GIvRtVY8MJMpoWGIpGzOwozQ6ruzNtfTWAeecUsCbp-__xbR_YU0ElN4mKRXrA9lC34CPGTGs3Y4_z1bcZe7I4Oj37ORuM5TdCkxty
linkProvider Directory of Open Access Journals
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3Pb9MwFLbGOAAHxG8CA4yAA4doju3YyQGhrlBatk4cNmm3zHYcVqlLStsIIf4n_kbeS9JuRRO3nSLFL5Hl9z372X7ve4S8TQ2WNC586H3KQukTgyZVhF5YZGtXMY8xOXl8qIbH8utJfLJF_qxyYTCscjUnNhN1Xjk8I9_lscDdiIrlx9mPEKtG4e3qqoRGC4t9_-snbNkWH0afQL_vOB98PuoPw66qQOik5sswcUoZ4WXijHbKqEIXSujUp9bxwsSRZ7lUzulcRt7G0iufSiZcbH2UM8etgP_eIDelEClaVDL4sj7TYUjex3TLggrtbPd8EnEWM6nFxrrXlAe4yqf9NzTz0lo3uEfudk4q7bWouk-2fPmA3LlEXfiQ_O6VtFcvq4bxlX6bmiV6v3QPFsWcViWFWbtquWnrObwZY9xfMa0nOUj3zyYzCuJ0BMA3GHdNTZnTNme46A4RaVXQ_mTu6k7iqD6HL_p-Ol08IsfXMuSPyXZZlf4poUoD6HLYpnFlpcxTg4mx8OTWFYA2HpD3q2HOXMdyjsU2phnsdlAl2YVKAvJmLTtruT2ulNpDba0lkI-7eVHNv2edeWdWO2GkhVXHFTLxOvFWCF5Y8O-M9rkMyM5K11k3SSyyC0gH5PW6Gcwb72xM6asaZTjWHAAvOCBPWmisewIdjVJwgAOiN0Cz0dXNlnJy1lCIJ-gms-jZ_7v1itwaHo0PsoPR4f5zcptjOA-TIY92yDYgyL8Af2xpXzZGQMnpdVvdX1QBThE
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3db9MwELdGJyF4QHwTGGAEPPAQ1bEdO3lAqO1WrYxVFdqkvQXbsVmkLiltI4T4z_jrODdpt6KJtz1Fci6R5fvwnX33O4Tepcq3NHY2tDYlIbeJ8irlQsu0R2sXMY19cfLxWBye8s9n8dkO-rOuhfFplWubuDLUeWX8GXmXxsxHIyLmXdemRUz2h59mP0LfQcrftK7baTQicmR__YTwbfFxtA-8fk_p8OBkcBi2HQZCwyVdhokRQjHLE6OkEUo46QSTqU21oU7FkSU5F8bInEdWx9wKm3LCTKxtlBNDNYP_3kK7EqIi0kG7_YPx5OvmhId4KD8iG0xUxlLSvSgiSmLCJdvaBVfNAq7zcP9N1Lyy8w3vo3uty4p7jYw9QDu2fIjuXgEyfIR-90rcq5fVCv8VT6Zq6X1h3IctMsdVicGGVw1SbT2HkWOfBeimdZED9eC8mGEgxyNQA-WzsLEqc9xUELv2SBFXDg-KualbipP6Ar4Y2Ol08Rid3siiP0GdsirtM4SFBBHMIWijQnOep8qXycKTauNA9miAPqyXOTMt5rlvvTHNIPbxLMkuWRKgtxvaWYP0cS1V33NrQ-HRuVcD1fx71ip7pqVhimvYg4zjiZWJ1YxRp8HbU9LmPEB7a15nrclYZJcCHqA3m9eg7P4GR5W2qj0N9R0IwCcO0NNGNDYzgYlGKbjDAZJbQrM11e03ZXG-AhRPvNNMouf_n9ZrdBs0LvsyGh-9QHeoz-0hPKTRHuqAANmX4Jwt9atWCzD6dtOK9xcN0FOj
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=An+Automatic+Platform+Based+on+Nanostructured+Microfluidic+Chip+for+Isolating+and+Identification+of+Circulating+Tumor+Cells&rft.jtitle=Micromachines+%28Basel%29&rft.au=Hei-Jen+Jou&rft.au=Li-Yun+Chou&rft.au=Wen-Chun+Chang&rft.au=Hsin-Cheng+Ho&rft.date=2021-04-21&rft.pub=MDPI+AG&rft.eissn=2072-666X&rft.volume=12&rft.issue=5&rft.spage=473&rft_id=info:doi/10.3390%2Fmi12050473&rft.externalDBID=DOA&rft.externalDocID=oai_doaj_org_article_b7c3a4b467cf48e78eb332fb658a7ed4
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2072-666X&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2072-666X&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2072-666X&client=summon