Multimodal detection of PD-L1: reasonable biomarkers for immune checkpoint inhibitor

Immune checkpoint inhibitor (ICI) therapy had achieved significant clinical benefit in multiple malignant solid tumors, such as non-small cell lung cancer, melanoma and urothelial cancer. ICI therapy not only revolutionarily altered the treatment strategy of malignant solid tumors, but also dramatic...

Full description

Saved in:
Bibliographic Details
Published inAmerican journal of cancer research Vol. 8; no. 9; pp. 1689 - 1696
Main Authors Yang, Qiao, Xu, Zihan, Zheng, Linpeng, Zhang, Luping, You, Qiai, Sun, Jianguo
Format Journal Article
LanguageEnglish
Published United States e-Century Publishing Corporation 01.01.2018
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Immune checkpoint inhibitor (ICI) therapy had achieved significant clinical benefit in multiple malignant solid tumors, such as non-small cell lung cancer, melanoma and urothelial cancer. ICI therapy not only revolutionarily altered the treatment strategy of malignant solid tumors, but also dramatically prolonged overall survival. However, the objective response rate (ORR) of ICI therapy in second line treatment remains 20% or less. How to find patients eligible for ICI therapy by effective biomarkers became hot nowadays. High expression of PD-L1 protein in tumor cells or tumor microenvironment (TME) had been identified to be a logical biomarker for predicting efficacy of ICI therapy and approved by the U.S. Food and Drug Administration to be an indicator of initiating treatment for some solid tumors. Controversially, patients with low PD-L1 protein expression might also show clinical benefit. In this sense, tissue PD-L1 protein expression might not be a precise biomarker. Multimodal detection of PD-L1, such as PD-L1 protein, PD-L1 mRNA, and circulating PD-L1, might provide a comprehensive tumor profile and could find the patients who are more suitable for ICI therapy. Besides, dynamic monitoring of PD-L1 expression could shed light on efficacy assessment and drug resistance. ICI-based combination strategy had demonstrated better outcome than ICI alone. Single biomarker might not be efficient to precisely find advantage patients. Combined biomarkers could better instruct the consideration of therapeutic regimen. In addition, nomogram and artificial intelligence platform could integrate multiparameter information of biomarkers which might shed light on tumor profile and give a hint to treatment decision.
AbstractList Immune checkpoint inhibitor (ICI) therapy had achieved significant clinical benefit in multiple malignant solid tumors, such as non-small cell lung cancer, melanoma and urothelial cancer. ICI therapy not only revolutionarily altered the treatment strategy of malignant solid tumors, but also dramatically prolonged overall survival. However, the objective response rate (ORR) of ICI therapy in second line treatment remains 20% or less. How to find patients eligible for ICI therapy by effective biomarkers became hot nowadays. High expression of PD-L1 protein in tumor cells or tumor microenvironment (TME) had been identified to be a logical biomarker for predicting efficacy of ICI therapy and approved by the U.S. Food and Drug Administration to be an indicator of initiating treatment for some solid tumors. Controversially, patients with low PD-L1 protein expression might also show clinical benefit. In this sense, tissue PD-L1 protein expression might not be a precise biomarker. Multimodal detection of PD-L1, such as PD-L1 protein, PD-L1 mRNA, and circulating PD-L1, might provide a comprehensive tumor profile and could find the patients who are more suitable for ICI therapy. Besides, dynamic monitoring of PD-L1 expression could shed light on efficacy assessment and drug resistance. ICI-based combination strategy had demonstrated better outcome than ICI alone. Single biomarker might not be efficient to precisely find advantage patients. Combined biomarkers could better instruct the consideration of therapeutic regimen. In addition, nomogram and artificial intelligence platform could integrate multiparameter information of biomarkers which might shed light on tumor profile and give a hint to treatment decision.
Author Zhang, Luping
Yang, Qiao
Xu, Zihan
Zheng, Linpeng
You, Qiai
Sun, Jianguo
Author_xml – sequence: 1
  givenname: Qiao
  surname: Yang
  fullname: Yang, Qiao
  organization: Cancer Institute of The People's Liberation Army, Xinqiao Hospital, Army Medical University Chongqing 400037, China
– sequence: 2
  givenname: Zihan
  surname: Xu
  fullname: Xu, Zihan
  organization: Cancer Institute of The People's Liberation Army, Xinqiao Hospital, Army Medical University Chongqing 400037, China
– sequence: 3
  givenname: Linpeng
  surname: Zheng
  fullname: Zheng, Linpeng
  organization: Cancer Institute of The People's Liberation Army, Xinqiao Hospital, Army Medical University Chongqing 400037, China
– sequence: 4
  givenname: Luping
  surname: Zhang
  fullname: Zhang, Luping
  organization: Cancer Institute of The People's Liberation Army, Xinqiao Hospital, Army Medical University Chongqing 400037, China
– sequence: 5
  givenname: Qiai
  surname: You
  fullname: You, Qiai
  organization: Cancer Institute of The People's Liberation Army, Xinqiao Hospital, Army Medical University Chongqing 400037, China
– sequence: 6
  givenname: Jianguo
  surname: Sun
  fullname: Sun, Jianguo
  organization: Cancer Institute of The People's Liberation Army, Xinqiao Hospital, Army Medical University Chongqing 400037, China
BackLink https://www.ncbi.nlm.nih.gov/pubmed/30323963$$D View this record in MEDLINE/PubMed
BookMark eNpVkE1PwzAMhiM0xMbYX0A5cqmUNKnbckBC41MagsM4V2njsrA2GUmKxL-niA8NX2zptZ_X9jGZWGfxgMxSnkECZQ6TvXpKFiG8sjEk46Usj8hUMJGKEsSMrB-GLpreadVRjRGbaJylrqVPV8mKn1OPKjir6g5pbVyv_BZ9oK3z1PT9YJE2G2y2O2dspMZuTG2i8yfksFVdwMVPnpPnm-v18i5ZPd7eLy9XyY6XEBOheZ7nmkGuoCmkzKBQRYtpwVoQDATXGYBWXIBMpYIaBUP5dZHW41zBxZxcfHN3Q92jbtBGr7pq58246EfllKn-K9Zsqhf3XgHPgRcwAs5-AN69DRhi1ZvQYNcpi24IVcpTlksBmRxbT_e9_kx-Xyk-AQwHc54
ContentType Journal Article
Copyright AJCR Copyright © 2018 2018
Copyright_xml – notice: AJCR Copyright © 2018 2018
DBID NPM
7X8
5PM
DatabaseName PubMed
MEDLINE - Academic
PubMed Central (Full Participant titles)
DatabaseTitle PubMed
MEDLINE - Academic
DatabaseTitleList
PubMed
Database_xml – sequence: 1
  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
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
EISSN 2156-6976
EndPage 1696
ExternalDocumentID 30323963
Genre Journal Article
Review
GroupedDBID ---
53G
AAKDD
ADBBV
AEGXH
AENEX
ALMA_UNASSIGNED_HOLDINGS
BAWUL
DIK
ESX
GX1
HYE
M~E
NPM
OK1
RNS
RPM
SV3
7X8
5PM
ID FETCH-LOGICAL-p196t-3d1777d067a6c844568a8fe280f630631d566da136424a6be30e46976dd777813
IEDL.DBID RPM
ISSN 2156-6976
IngestDate Tue Apr 09 21:47:10 EDT 2024
Fri Apr 12 02:25:31 EDT 2024
Wed Oct 16 00:59:19 EDT 2024
IsPeerReviewed false
IsScholarly true
Issue 9
Keywords PD-L1
multimodal
Immune checkpoint inhibitor
biomarker
liquid biopsy
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-p196t-3d1777d067a6c844568a8fe280f630631d566da136424a6be30e46976dd777813
Notes ObjectType-Article-2
SourceType-Scholarly Journals-1
ObjectType-Feature-3
content type line 23
ObjectType-Review-1
PMID 30323963
PQID 2120743654
PQPubID 23479
PageCount 8
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_6176186
proquest_miscellaneous_2120743654
pubmed_primary_30323963
PublicationCentury 2000
PublicationDate 2018-01-01
PublicationDateYYYYMMDD 2018-01-01
PublicationDate_xml – month: 01
  year: 2018
  text: 2018-01-01
  day: 01
PublicationDecade 2010
PublicationPlace United States
PublicationPlace_xml – name: United States
PublicationTitle American journal of cancer research
PublicationTitleAlternate Am J Cancer Res
PublicationYear 2018
Publisher e-Century Publishing Corporation
Publisher_xml – name: e-Century Publishing Corporation
References 27247226 - Lancet Oncol. 2016 Jul;17(7):956-965
27979383 - Lancet. 2017 Jan 21;389(10066):255-265
28212990 - Lung Cancer. 2017 Feb;104:1-6
24145355 - Cancer Res. 2013 Nov 1;73(21):6384-8
29337640 - J Clin Oncol. 2018 Mar 1;36(7):633-641
28596308 - Science. 2017 Jul 28;357(6349):409-413
25776856 - Sci Rep. 2015 Mar 17;5:9202
29570421 - J Clin Oncol. 2018 Jun 10;36(17):1675-1684
24145345 - J Clin Oncol. 2013 Dec 1;31(34):4311-8
29053400 - J Clin Oncol. 2017 Dec 1;35(34):3867-3876
26483045 - Ann Oncol. 2016 Jan;27(1):147-53
28434648 - Lancet. 2017 Jun 24;389(10088):2492-2502
26936508 - Sci Transl Med. 2016 Mar 2;8(328):328rv4
28215970 - Semin Cancer Biol. 2017 Jun;44:170-181
27924752 - Lancet Oncol. 2016 Dec;17(12):e542-e551
29020592 - N Engl J Med. 2017 Oct 12;377(15):1409-1412
29543932 - JAMA Oncol. 2018 May 10;4(5):e180013
27658492 - BMC Cancer. 2016 Sep 22;16(1):744
25846097 - Lancet Oncol. 2015 Apr;16(4):e173-80
27191996 - Oncotarget. 2016 Jun 28;7(26):39671-39679
23890059 - Immunity. 2013 Jul 25;39(1):1-10
25658629 - J Thorac Oncol. 2015 Jun;10(6):910-23
27269937 - J Clin Oncol. 2016 Sep 10;34(26):3119-25
24382348 - J Clin Invest. 2014 Feb;124(2):687-95
27553175 - Sci Rep. 2016 Aug 24;6:31726
28512174 - Clin Cancer Res. 2017 Sep 1;23(17):5024-5033
29097493 - Science. 2018 Jan 5;359(6371):97-103
26093818 - Mol Oncol. 2015 Nov;9(9):1773-82
26873929 - Bioinformatics. 2016 Jun 15;32(12):1832-9
21355078 - Clin Cancer Res. 2011 Apr 1;17(7):1915-23
27301722 - Cancer Discov. 2016 Aug;6(8):827-37
25977340 - Cancer Res. 2015 Jun 1;75(11):2139-45
26459038 - J Urol. 2016 Feb;195(2):493-8
29859759 - Clin Lung Cancer. 2018 Sep;19(5):410-417.e1
29959401 - Cell Res. 2018 Aug;28(8):862-864
28387300 - Sci Rep. 2017 Apr 07;7:46209
27570942 - CA Cancer J Clin. 2017 Jan;67(1):65-85
28807820 - Cancer Lett. 2017 Oct 28;407:84-92
28131785 - Lancet Oncol. 2017 Mar;18(3):312-322
28102259 - Nature. 2017 Jan 18;541(7637):321-330
29233903 - Clin Cancer Res. 2018 Feb 15;24(4):896-905
22461641 - Sci Transl Med. 2012 Mar 28;4(127):127ra37
27281199 - Nature. 2016 May 23;534(7607):402-6
28240776 - Int J Cancer. 2017 Jul 15;141(2):220-230
29509748 - Br J Cancer. 2018 Mar 20;118(6):820-824
26623522 - Eur J Cancer. 2016 Jan;52:1-9
26412456 - N Engl J Med. 2015 Oct 22;373(17):1627-39
References_xml
SSID ssj0000401949
Score 2.1999917
SecondaryResourceType review_article
Snippet Immune checkpoint inhibitor (ICI) therapy had achieved significant clinical benefit in multiple malignant solid tumors, such as non-small cell lung cancer,...
SourceID pubmedcentral
proquest
pubmed
SourceType Open Access Repository
Aggregation Database
Index Database
StartPage 1689
SubjectTerms Review
Title Multimodal detection of PD-L1: reasonable biomarkers for immune checkpoint inhibitor
URI https://www.ncbi.nlm.nih.gov/pubmed/30323963
https://search.proquest.com/docview/2120743654
https://pubmed.ncbi.nlm.nih.gov/PMC6176186
Volume 8
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LTwIxEG6Ag_FifIuv1MTrwj66bdebQQkxYjhAwo10-wgbpUtg-f9Ol10DevO8bTaZaTvfTL_5itCjlHHI_MR4wqTCI5IFXhr6xuNKcBGZhJrU1SGHH3QwIW_TeNpAcd0LU5L2ZZp17NeiY7N5ya1cLmS35ol1R8MeRF0n895toiYs0J0UvTx-IWNIiFMDhdM5jBIn8PkXPP7mQO4Elf4xOqrQIH7e_vUENbQ9RQfD6r77DI3L_thFrmCQ0kVJm7I4N3j04r0HT9gxyvOy-wm7PnpHtVmtMeBQnLm-D43BJfJzmWe2wJmdZyns39U5mvRfx72BV72D4C1hfxRepALGmIK4IqjkBCAPF9zokPuGAuKPAgWYTIkgglyCCJrqyNeQ9TKqFMzjQXSBWja3-grhkKUkEVoK5iqJjADeMj6RMadMUiVZGz3UpprBOnOXB8LqfLOeQYhzaIPGpI0ut6abLbeCGLPa0G3E9oz6M8BpWO9_AdeWWtaVK6__PfMGHQKG4duqyC1qFauNvgOcUKT35br4BtJ7woY
link.rule.ids 230,315,730,783,787,888,53804,53806
linkProvider National Library of Medicine
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3JTsMwEB0VkIALYqesRuIamsWxHW4IqAq0iEORuEWOFxFBnaqE_2ectojlxjm2Io09njfjN88AZ0qlMQ8zG0hbyIAqHgVFHNpAaClkYjNmC1-HHDyw3hO9e06fW5DOe2Ea0r4qynP3Njp35UvDrRyPVGfOE-s8Dq4w6nqZ984CLKG_hvRbkt4cwJgzZNTrgeL5HCeZl_j8Cx9_syC_hZXuOqzN8CC5nP53A1rGbcLyYHbjvQXDpkN2VGkcpE3dEKccqSx5vA760QXxnPKq6X8ivpPek20m7wSRKCl954chuCjqdVyVrialeykL9ODJNjx1b4ZXvWD2EkIwRg-pg0RHnHONkUUyJSiCHiGFNbEILUPMn0QaUZmWUYLZBJWsMEloMO_lTGucJ6JkBxZd5cwekJgXNJNGSe5riZwi4rIhValgXDGteBtO56bKcaf56wPpTPXxnmOQ83iDpbQNu1PT5eOpJEY-N3Qb-A-jfg3wKtY_v-DiNmrWs8Xc__fME1jpDQf9vH_7cH8Aq4hoxLRGcgiL9eTDHCFqqIvjZo98Ajvwxdw
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LTwIxEG4UE-LF-BafNfG6sI_Sdr0ZkOADwwETb5tuH2GjdDew_H-nCxjQm-dts8m00_lm-s1XhO6kbIfMj40nTCo8IlngpaFvPK4EF5GJqUldHXLwRvvv5Pmj_bH21FdF2pdp1rRfk6bNxhW3spjI1oon1hoOOhB1ncx7q1CmtY12wGd9upaoV4cw5A0xcZqgcEaHUexkPv9CyN9MyLXQ0ttHe0tMiB8W_z5AW9oeovpgeet9hEZVl-wkVzBI6bIiT1mcGzzseq_BPXa88rzqgcKum94RbqYzDGgUZ677Q2NYGPlZ5JktcWbHWQpePD1G773HUafvLV9D8ArwktKLVMAYUxBdBJWcAPDhghsdct9QwP1RoACZKRFEkFEQQVMd-RpyX0aVgnk8iE5QzeZWnyEcspTEQkvBXD2REUBdxieyzSmTVEnWQLcrUyWw29wVgrA6n88SCHQOc9A2aaDThemSYiGLkawM3UBsw6g_A5yS9eYXWOBK0Xq5oOf_nnmD6sNuL3l9enu5QLsAaviiTHKJauV0rq8AOJTpdbVFvgEXdsbv
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=Multimodal+detection+of+PD-L1%3A+reasonable+biomarkers+for+immune+checkpoint+inhibitor&rft.jtitle=American+journal+of+cancer+research&rft.au=Yang%2C+Qiao&rft.au=Xu%2C+Zihan&rft.au=Zheng%2C+Linpeng&rft.au=Zhang%2C+Luping&rft.date=2018-01-01&rft.issn=2156-6976&rft.eissn=2156-6976&rft.volume=8&rft.issue=9&rft.spage=1689&rft.epage=1696&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2156-6976&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2156-6976&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2156-6976&client=summon