Current and Future Clinical Applications of ctDNA in Immuno-Oncology

Testing peripheral blood for circulating tumor DNA (ctDNA) offers a minimally invasive opportunity to diagnose, characterize, and monitor the disease in individual cancer patients. ctDNA can reflect the actual tumor burden and specific genomic state of disease and thus might serve as a prognostic an...

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Published inCancer research (Chicago, Ill.) Vol. 82; no. 3; pp. 349 - 358
Main Authors Stadler, Julia-Christina, Belloum, Yassine, Deitert, Benjamin, Sementsov, Mark, Heidrich, Isabel, Gebhardt, Christoffer, Keller, Laura, Pantel, Klaus
Format Journal Article
LanguageEnglish
Published United States American Association for Cancer Research 01.02.2022
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Abstract Testing peripheral blood for circulating tumor DNA (ctDNA) offers a minimally invasive opportunity to diagnose, characterize, and monitor the disease in individual cancer patients. ctDNA can reflect the actual tumor burden and specific genomic state of disease and thus might serve as a prognostic and predictive biomarker for immune checkpoint inhibitor (ICI) therapy. Recent studies in various cancer entities (e.g., melanoma, non–small cell lung cancer, colon cancer, and urothelial cancer) have shown that sequential ctDNA analyses allow for the identification of responders to ICI therapy, with a significant lead time to imaging. ctDNA assessment may also help distinguish pseudoprogression under ICI therapy from real progression. Developing dynamic changes in ctDNA concentrations as a potential surrogate endpoint of clinical efficacy in patients undergoing adjuvant immunotherapy is ongoing. Besides overall ctDNA burden, further ctDNA characterization can help uncover tumor-specific determinants (e.g., tumor mutational burden and microsatellite instability) of responses or resistance to immunotherapy. In future studies, standardized ctDNA assessments need to be included in interventional clinical trials across cancer entities to demonstrate the clinical utility of ctDNA as a biomarker for personalized cancer immunotherapy.
AbstractList Testing peripheral blood for circulating tumor DNA (ctDNA) offers a minimally invasive opportunity to diagnose, characterize, and monitor the disease in individual cancer patients. ctDNA can reflect the actual tumor burden and specific genomic state of disease and thus might serve as a prognostic and predictive biomarker for immune checkpoint inhibitor (ICI) therapy. Recent studies in various cancer entities (e.g., melanoma, non-small cell lung cancer, colon cancer, and urothelial cancer) have shown that sequential ctDNA analyses allow for the identification of responders to ICI therapy, with a significant lead time to imaging. ctDNA assessment may also help distinguish pseudoprogression under ICI therapy from real progression. Developing dynamic changes in ctDNA concentrations as a potential surrogate endpoint of clinical efficacy in patients undergoing adjuvant immunotherapy is ongoing. Besides overall ctDNA burden, further ctDNA characterization can help uncover tumor-specific determinants (e.g., tumor mutational burden and microsatellite instability) of responses or resistance to immunotherapy. In future studies, standardized ctDNA assessments need to be included in interventional clinical trials across cancer entities to demonstrate the clinical utility of ctDNA as a biomarker for personalized cancer immunotherapy.
Testing peripheral blood for circulating tumor DNA (ctDNA) offers a minimally invasive opportunity to diagnose, characterize, and monitor the disease in individual cancer patients. ctDNA can reflect the actual tumor burden and specific genomic state of disease and thus might serve as a prognostic and predictive biomarker for immune checkpoint inhibitor (ICI) therapy. Recent studies in various cancer entities (e.g., melanoma, non-small cell lung cancer, colon cancer, and urothelial cancer) have shown that sequential ctDNA analyses allow for the identification of responders to ICI therapy, with a significant lead time to imaging. ctDNA assessment may also help distinguish pseudoprogression under ICI therapy from real progression. Developing dynamic changes in ctDNA concentrations as a potential surrogate endpoint of clinical efficacy in patients undergoing adjuvant immunotherapy is ongoing. Besides overall ctDNA burden, further ctDNA characterization can help uncover tumor-specific determinants (e.g., tumor mutational burden and microsatellite instability) of responses or resistance to immunotherapy. In future studies, standardized ctDNA assessments need to be included in interventional clinical trials across cancer entities to demonstrate the clinical utility of ctDNA as a biomarker for personalized cancer immunotherapy.Testing peripheral blood for circulating tumor DNA (ctDNA) offers a minimally invasive opportunity to diagnose, characterize, and monitor the disease in individual cancer patients. ctDNA can reflect the actual tumor burden and specific genomic state of disease and thus might serve as a prognostic and predictive biomarker for immune checkpoint inhibitor (ICI) therapy. Recent studies in various cancer entities (e.g., melanoma, non-small cell lung cancer, colon cancer, and urothelial cancer) have shown that sequential ctDNA analyses allow for the identification of responders to ICI therapy, with a significant lead time to imaging. ctDNA assessment may also help distinguish pseudoprogression under ICI therapy from real progression. Developing dynamic changes in ctDNA concentrations as a potential surrogate endpoint of clinical efficacy in patients undergoing adjuvant immunotherapy is ongoing. Besides overall ctDNA burden, further ctDNA characterization can help uncover tumor-specific determinants (e.g., tumor mutational burden and microsatellite instability) of responses or resistance to immunotherapy. In future studies, standardized ctDNA assessments need to be included in interventional clinical trials across cancer entities to demonstrate the clinical utility of ctDNA as a biomarker for personalized cancer immunotherapy.
Abstract Testing peripheral blood for circulating tumor DNA (ctDNA) offers a minimally invasive opportunity to diagnose, characterize, and monitor the disease in individual cancer patients. ctDNA can reflect the actual tumor burden and specific genomic state of disease and thus might serve as a prognostic and predictive biomarker for immune checkpoint inhibitor (ICI) therapy. Recent studies in various cancer entities (e.g., melanoma, non–small cell lung cancer, colon cancer, and urothelial cancer) have shown that sequential ctDNA analyses allow for the identification of responders to ICI therapy, with a significant lead time to imaging. ctDNA assessment may also help distinguish pseudoprogression under ICI therapy from real progression. Developing dynamic changes in ctDNA concentrations as a potential surrogate endpoint of clinical efficacy in patients undergoing adjuvant immunotherapy is ongoing. Besides overall ctDNA burden, further ctDNA characterization can help uncover tumor-specific determinants (e.g., tumor mutational burden and microsatellite instability) of responses or resistance to immunotherapy. In future studies, standardized ctDNA assessments need to be included in interventional clinical trials across cancer entities to demonstrate the clinical utility of ctDNA as a biomarker for personalized cancer immunotherapy.
Author Pantel, Klaus
Heidrich, Isabel
Keller, Laura
Gebhardt, Christoffer
Sementsov, Mark
Belloum, Yassine
Stadler, Julia-Christina
Deitert, Benjamin
AuthorAffiliation 1 Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
2 Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
3 Mildred Scheel Cancer Career Center HaTriCS4, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
AuthorAffiliation_xml – name: 2 Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
– name: 3 Mildred Scheel Cancer Career Center HaTriCS4, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
– name: 1 Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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  givenname: Julia-Christina
  surname: Stadler
  fullname: Stadler, Julia-Christina
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  surname: Belloum
  fullname: Belloum, Yassine
– sequence: 3
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Cites_doi 10.1016/j.molonc.2015.09.005
10.1158/0008-5472.CAN-19-2481
10.1136/jitc-2020-001297
10.15252/emmm.202012881
10.1093/annonc/mdx212
10.3390/cancers12071871
10.1158/1078-0432.CCR-19-3418
10.1158/1535-7163.MCT-18-0535
10.1136/jitc-2020-001504
10.1136/jitc-2020-000527
10.1056/NEJMoa1801005
10.1186/s12967-019-2051-8
10.1038/s41591-018-0136-1
10.1038/s41591-019-0561-9
10.1007/s40259-020-00425-y
10.1016/j.ejca.2017.10.029
10.1158/0008-5472.CAN-18-0074
10.1136/jitc-2020-001065
10.1016/j.molonc.2014.10.004
10.1158/1078-0432.CCR-19-3926
10.18632/oncotarget.26451
10.1158/1078-0432.CCR-15-1678
10.1158/2159-8290.CD-20-0047
10.1158/1078-0432.CCR-18-0143
10.1158/1078-0432.CCR-20-2251
10.1158/2159-8290.CD-17-0716
10.1038/s41571-018-0074-3
10.1002/advs.201903410
10.1158/1078-0432.CCR-19-1324
10.3390/jcm8071011
10.1200/JCO.19.03022
10.1016/j.ccell.2020.03.007
10.1016/j.ebiom.2016.06.032
10.1158/2159-8290.CD-20-0522
10.3233/KCA-170007
10.1038/s41588-020-00752-4
10.1038/nbt.3520
10.1016/S2213-2600(18)30284-4
10.21037/atm.2020.02.81
10.1038/s43018-019-0011-0
10.1038/s41467-018-05327-w
10.1158/0008-5472.CAN-18-1127
10.18632/oncotarget.25404
10.1158/1078-0432.CCR-17-1439
10.1038/nrc.2017.7
10.1056/NEJMoa1707447
10.1002/ijc.31878
10.3390/cancers11060835
10.1373/clinchem.2014.223677
10.1093/annonc/mdz075
10.1001/jamaoncol.2018.7098
10.1038/s41591-018-0101-z
10.1634/theoncologist.2018-0433
10.1002/cam4.2632
10.1186/s40425-019-0659-0
10.1038/nature22079
10.1038/s41586-021-03368-8
10.1007/s00259-017-3806-1
10.1038/s41586-018-0392-8
10.1186/s12885-018-4637-6
10.3390/jcm9123861
10.1038/s41591-018-0134-3
10.1038/ncomms9760
10.1038/s41588-018-0312-8
10.1111/1759-7714.12443
10.1016/j.esmoop.2021.100060
10.1016/j.molmed.2010.07.001
10.1093/annonc/mdx026
10.1158/2159-8290.CD-14-0863
10.1038/s41576-021-00329-9
10.1001/jamaoncol.2020.0237
10.1158/1078-0432.CCR-19-1372
10.1016/j.lungcan.2018.04.008
10.1200/PO.19.00174
10.18632/oncotarget.5788
10.1038/s41416-020-01047-5
10.2340/00015555-3080
10.1186/s13058-014-0421-y
10.1093/annonc/mdz048
10.1038/s41571-020-00457-x
10.1136/jitc-2020-001240
10.1158/1078-0432.CCR-17-2386
10.1158/1078-0432.CCR-18-0386
10.1126/sciadv.abc4308
10.1016/j.cell.2018.09.006
10.1038/nature22364
10.1136/jitc-2019-000147
10.1093/nar/gky251
10.1007/s00259-018-4211-0
10.1038/s41467-020-15047-9
10.1038/s41586-021-03642-9
10.1016/j.ebiom.2020.102731
10.1177/1758835919839928
10.1016/j.cell.2020.09.001
10.1080/20013078.2019.1710899
10.1016/j.lungcan.2018.04.001
10.1016/j.stem.2017.07.010
10.1038/s41467-021-21619-0
10.1093/annonc/mdx717
10.1016/j.critrevonc.2020.103112
10.1038/s41586-020-2095-1
10.1158/1078-0432.CCR-16-0613
10.1038/s41591-018-0157-9
10.1093/annonc/mdz116
10.1158/1078-0432.CCR-17-0231
10.1002/cncr.33118
10.1016/j.lungcan.2019.09.005
10.1158/1078-0432.CCR-20-3054
10.1080/2162402X.2018.1424675
10.1158/1078-0432.CCR-17-1553
10.1001/jamaoncol.2017.5332
10.1002/1878-0261.12546
10.3390/cancers12030738
10.3390/cancers12113486
10.1016/j.ejca.2017.09.004
10.1186/s12943-020-01274-7
10.1038/s43018-020-0096-5
10.1038/nm.3519
10.1016/j.jtho.2019.12.001
10.1126/scitranslmed.aaf6219
10.1056/NEJMoa1910836
10.1080/10428194.2018.1474463
10.1158/1078-0432.CCR-17-1341
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Copyright 2021 The Authors; Published by the American Association for Cancer Research.
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L. Keller and K. Pantel contributed as co-last authors of this article.
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References Kim (2022082317101413200_bib89) 2018; 24
Fernandez-Cuesta (2022082317101413200_bib49) 2016; 10
Kalaora (2022082317101413200_bib120) 2021; 592
Rizvi (2022082317101413200_bib93) 2020; 6
Joseph (2022082317101413200_bib27) 2018; 24
Xi (2022082317101413200_bib67) 2016; 22
Guibert (2022082317101413200_bib114) 2018; 120
Tie (2022082317101413200_bib37) 2016; 8
Hojbjerg (2022082317101413200_bib45) 2019; 13
Cresswell (2022082317101413200_bib85) 2020; 11
Raja (2022082317101413200_bib123) 2018; 24
Hanna (2022082317101413200_bib3) 2020; 38
Newman (2022082317101413200_bib39) 2016; 34
Newman (2022082317101413200_bib38) 2014; 20
Valero (2022082317101413200_bib80) 2021; 53
Moding (2022082317101413200_bib40) 2020; 1
Duruisseaux (2022082317101413200_bib116) 2018; 6
Heidary (2022082317101413200_bib53) 2014; 16
Cabel (2022082317101413200_bib68) 2018; 15
Gandara (2022082317101413200_bib90) 2018; 24
Ladas (2022082317101413200_bib100) 2018; 46
Jia (2022082317101413200_bib42) 2020; 7
Sha (2022082317101413200_bib76) 2020; 10
Larkin (2022082317101413200_bib1) 2019; 381
Herbreteau (2022082317101413200_bib17) 2020; 12
Dudley (2022082317101413200_bib99) 2016; 22
Auslander (2022082317101413200_bib107) 2018; 24
Braune (2022082317101413200_bib22) 2020; 4
Frelaut (2022082317101413200_bib61) 2020; 34
Lee (2022082317101413200_bib12) 2017; 28
Nabet (2022082317101413200_bib32) 2020; 183
Tan (2022082317101413200_bib34) 2019; 30
Kang (2022082317101413200_bib66) 2017; 23
De Mattos-Arruda (2022082317101413200_bib9) 2021; 6
Wan (2022082317101413200_bib8) 2017; 17
Li (2022082317101413200_bib74) 2019; 8
Salipante (2022082317101413200_bib101) 2014; 60
Willis (2022082317101413200_bib102) 2019; 25
Maia (2022082317101413200_bib52) 2017; 1
Iijima (2022082317101413200_bib125) 2017; 86
Gray (2022082317101413200_bib16) 2015; 6
Gandhi (2022082317101413200_bib4) 2018; 378
Buchhalter (2022082317101413200_bib79) 2019; 144
Merino (2022082317101413200_bib82) 2020; 8
Khagi (2022082317101413200_bib92) 2017; 23
Parikh (2022082317101413200_bib86) 2019; 25
Cordonnier (2022082317101413200_bib110) 2020; 9
Passiglia (2022082317101413200_bib126) 2019; 11
Mouliere (2022082317101413200_bib63) 2021; 13
Georgiadis (2022082317101413200_bib98) 2019; 25
Poore (2022082317101413200_bib119) 2020; 579
Ignatiadis (2022082317101413200_bib7) 2021; 18
Chae (2022082317101413200_bib94) 2019; 24
Chen (2022082317101413200_bib111) 2018; 560
Chen (2022082317101413200_bib95) 2020; 8
Weiss (2022082317101413200_bib43) 2017; 23
Mair (2022082317101413200_bib118) 2019; 79
Zhang (2022082317101413200_bib29) 2020; 10
Du (2022082317101413200_bib50) 2018; 120
Lee (2022082317101413200_bib11) 2020; 26
Valpione (2022082317101413200_bib23) 2018; 88
Hu (2022082317101413200_bib87) 2018; 24
Jerby-Arnon (2022082317101413200_bib109) 2018; 175
Powles (2022082317101413200_bib41) 2021; 595
Jiang (2022082317101413200_bib108) 2018; 24
Jin (2022082317101413200_bib31) 2020; 19
Marusyk (2022082317101413200_bib84) 2020; 37
Chang (2022082317101413200_bib25) 2016; 10
Wong (2022082317101413200_bib24) 2017; 1
Janning (2022082317101413200_bib113) 2019; 11
Abbosh (2022082317101413200_bib19) 2017; 545
Cabel (2022082317101413200_bib69) 2017; 28
Ellis (2022082317101413200_bib5) 2021; 22
McEvoy (2022082317101413200_bib15) 2018; 18
Jensen (2022082317101413200_bib44) 2019; 18
Brinker (2022082317101413200_bib117) 2020; 80
Zhang (2022082317101413200_bib48) 2020; 126
Seremet (2022082317101413200_bib14) 2019; 17
Wang (2022082317101413200_bib46) 2017; 8
Marsavela (2022082317101413200_bib13) 2020; 26
Hossain (2022082317101413200_bib65) 2019; 60
Warburton (2022082317101413200_bib72) 2020; 12
Lee (2022082317101413200_bib33) 2019; 30
Avanzini (2022082317101413200_bib21) 2020; 6
Murtaza (2022082317101413200_bib83) 2015; 6
Hélias-Rodzewicz (2022082317101413200_bib75) 2020; 8
Vaddepally (2022082317101413200_bib2) 2020; 12
Samstein (2022082317101413200_bib81) 2019; 51
Hayes (2022082317101413200_bib10) 2015; 9
Wang (2022082317101413200_bib104) 2020; 8
Guibert (2022082317101413200_bib30) 2019; 137
Alama (2022082317101413200_bib124) 2019; 8
Connors (2022082317101413200_bib106) 2020; 156
Ricciuti (2022082317101413200_bib60) 2021; 9
Wang (2022082317101413200_bib96) 2020; 15
Anagnostou (2022082317101413200_bib55) 2019; 79
Wang (2022082317101413200_bib91) 2019; 5
Váraljai (2022082317101413200_bib58) 2020; 3
Chaudhuri (2022082317101413200_bib20) 2017; 7
Nong (2022082317101413200_bib51) 2018; 9
Kaira (2022082317101413200_bib54) 2018; 45
Yakirevich (2022082317101413200_bib78) 2020; 8
Coombs (2022082317101413200_bib88) 2017; 21
Pantel (2022082317101413200_bib6) 2010; 16
Goldberg (2022082317101413200_bib57) 2018; 24
Keller (2022082317101413200_bib115) 2021; 124
Strickler (2022082317101413200_bib77) 2021; 27
Forschner (2022082317101413200_bib18) 2019; 7
Herbreteau (2022082317101413200_bib56) 2020; 9
Herbreteau (2022082317101413200_bib121) 2018; 9
Leprieur (2022082317101413200_bib47) 2018; 7
Hellmann (2022082317101413200_bib71) 2020; 26
Lee (2022082317101413200_bib62) 2018; 4
Bratman (2022082317101413200_bib59) 2020; 1
Ito (2022082317101413200_bib26) 2019; 46
Keller (2022082317101413200_bib122) 2019; 99
Neelapu (2022082317101413200_bib64) 2017; 377
McEvoy (2022082317101413200_bib35) 2019; 10
Shi (2022082317101413200_bib73) 2020; 54
Luchini (2022082317101413200_bib105) 2019; 30
Yamauchi (2022082317101413200_bib112) 2021; 12
Huang (2022082317101413200_bib28) 2017; 545
Llosa (2022082317101413200_bib97) 2015; 5
Barata (2022082317101413200_bib103) 2020; 8
Lee (2022082317101413200_bib36) 2018; 29
Marsavela (2022082317101413200_bib70) 2021
References_xml – volume: 10
  start-page: 157
  year: 2016
  ident: 2022082317101413200_bib25
  article-title: Sensitivity of plasma BRAFmutant and NRASmutant cell-free DNA assays to detect metastatic melanoma in patients with low RECIST scores and non-RECIST disease progression
  publication-title: Mol Oncol
  doi: 10.1016/j.molonc.2015.09.005
– volume: 80
  start-page: 1118
  year: 2020
  ident: 2022082317101413200_bib117
  article-title: Mitochondrial haplotype of the host stromal microenvironment alters metastasis in a non-cell autonomous manner
  publication-title: Cancer Res
  doi: 10.1158/0008-5472.CAN-19-2481
– volume: 8
  start-page: e001297
  year: 2020
  ident: 2022082317101413200_bib104
  article-title: Plasma-based microsatellite instability detection strategy to guide immune checkpoint blockade treatment
  publication-title: J Immunother Cancer
  doi: 10.1136/jitc-2020-001297
– volume: 13
  start-page: e12881
  year: 2021
  ident: 2022082317101413200_bib63
  article-title: Fragmentation patterns and personalized sequencing of cell-free DNA in urine and plasma of glioma patients
  publication-title: EMBO Mol Med
  doi: 10.15252/emmm.202012881
– volume: 28
  start-page: 1996
  year: 2017
  ident: 2022082317101413200_bib69
  article-title: Circulating tumor DNA changes for early monitoring of anti-PD1 immunotherapy: a proof-of-concept study
  publication-title: Ann Oncol
  doi: 10.1093/annonc/mdx212
– volume: 12
  start-page: 1871
  year: 2020
  ident: 2022082317101413200_bib17
  article-title: Circulating tumour DNA is an independent prognostic biomarker for survival in metastatic BRAF or NRAS-mutated melanoma patients
  publication-title: Cancers
  doi: 10.3390/cancers12071871
– volume: 26
  start-page: 2849
  year: 2020
  ident: 2022082317101413200_bib71
  article-title: Circulating tumor DNA analysis to assess risk of progression after long-term response to PD-(L)1 blockade in NSCLC
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-19-3418
– volume: 18
  start-page: 448
  year: 2019
  ident: 2022082317101413200_bib44
  article-title: Genome-wide sequencing of cell-free DNA identifies copy-number alterations that can be used for monitoring response to immunotherapy in cancer patients
  publication-title: Mol Cancer Ther
  doi: 10.1158/1535-7163.MCT-18-0535
– volume: 9
  start-page: e001504
  year: 2021
  ident: 2022082317101413200_bib60
  article-title: Early
  publication-title: J Immunother Cancer
  doi: 10.1136/jitc-2020-001504
– volume: 8
  start-page: e000527
  year: 2020
  ident: 2022082317101413200_bib75
  article-title: Sequential ctDNA whole-exome sequencing in advanced lung adenocarcinoma with initial durable tumor response on immune checkpoint inhibitor and late progression
  publication-title: J Immunother Cancer
  doi: 10.1136/jitc-2020-000527
– volume: 378
  start-page: 2078
  year: 2018
  ident: 2022082317101413200_bib4
  article-title: Pembrolizumab plus chemotherapy in metastatic non-small-cell lung cancer
  publication-title: N Engl J Med
  doi: 10.1056/NEJMoa1801005
– volume: 17
  start-page: 303
  year: 2019
  ident: 2022082317101413200_bib14
  article-title: Undetectable circulating tumor DNA (ctDNA) levels correlate with favorable outcome in metastatic melanoma patients treated with anti-PD1 therapy
  publication-title: J Transl Med
  doi: 10.1186/s12967-019-2051-8
– volume: 24
  start-page: 1550
  year: 2018
  ident: 2022082317101413200_bib108
  article-title: Signatures of T cell dysfunction and exclusion predict cancer immunotherapy response
  publication-title: Nat Med
  doi: 10.1038/s41591-018-0136-1
– year: 2021
  ident: 2022082317101413200_bib70
  article-title: Detection of clinical progression through plasma ctDNA in metastatic melanoma patients: a comparison to radiological progression
  publication-title: Br J Cancer
– volume: 25
  start-page: 1415
  year: 2019
  ident: 2022082317101413200_bib86
  article-title: Liquid versus tissue biopsy for detecting acquired resistance and tumor heterogeneity in gastrointestinal cancers
  publication-title: Nat Med
  doi: 10.1038/s41591-019-0561-9
– volume: 34
  start-page: 463
  year: 2020
  ident: 2022082317101413200_bib61
  article-title: Pseudoprogression and hyperprogression as new forms of response to immunotherapy
  publication-title: BioDrugs
  doi: 10.1007/s40259-020-00425-y
– volume: 88
  start-page: 1
  year: 2018
  ident: 2022082317101413200_bib23
  article-title: Plasma total cell-free DNA (cfDNA) is a surrogate biomarker for tumour burden and a prognostic biomarker for survival in metastatic melanoma patients
  publication-title: Eur J Cancer
  doi: 10.1016/j.ejca.2017.10.029
– volume: 79
  start-page: 220
  year: 2019
  ident: 2022082317101413200_bib118
  article-title: Measurement of plasma cell-free mitochondrial tumor dna improves detection of glioblastoma in patient-derived orthotopic xenograft models
  publication-title: Cancer Res
  doi: 10.1158/0008-5472.CAN-18-0074
– volume: 8
  start-page: e001065
  year: 2020
  ident: 2022082317101413200_bib103
  article-title: Clinical activity of pembrolizumab in metastatic prostate cancer with microsatellite instability high (MSI-H) detected by circulating tumor DNA
  publication-title: J Immunother Cancer
  doi: 10.1136/jitc-2020-001065
– volume: 9
  start-page: 960
  year: 2015
  ident: 2022082317101413200_bib10
  article-title: Biomarker validation and testing
  publication-title: Mol Oncol
  doi: 10.1016/j.molonc.2014.10.004
– volume: 26
  start-page: 4064
  year: 2020
  ident: 2022082317101413200_bib11
  article-title: Longitudinal monitoring of ctDNA in patients with melanoma and brain metastases treated with immune checkpoint inhibitors
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-19-3926
– volume: 10
  start-page: 113
  year: 2019
  ident: 2022082317101413200_bib35
  article-title: Monitoring melanoma recurrence with circulating tumor DNA: a proof of concept from three case studies
  publication-title: Oncotarget
  doi: 10.18632/oncotarget.26451
– volume: 22
  start-page: 813
  year: 2016
  ident: 2022082317101413200_bib99
  article-title: Microsatellite instability as a biomarker for PD-1 blockade
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-15-1678
– volume: 10
  start-page: 1842
  year: 2020
  ident: 2022082317101413200_bib29
  article-title: Prognostic and predictive impact of circulating tumor DNA in patients with advanced cancers treated with immune checkpoint blockade
  publication-title: Cancer Discov
  doi: 10.1158/2159-8290.CD-20-0047
– volume: 24
  start-page: 4437
  year: 2018
  ident: 2022082317101413200_bib87
  article-title: False-positive plasma genotyping due to clonal hematopoiesis
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-18-0143
– volume: 26
  start-page: 5926
  year: 2020
  ident: 2022082317101413200_bib13
  article-title: Circulating tumor DNA predicts outcome from first-, but not second-line treatment and identifies melanoma patients who may benefit from combination immunotherapy
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-20-2251
– volume: 7
  start-page: 1394
  year: 2017
  ident: 2022082317101413200_bib20
  article-title: Early Detection of molecular residual disease in localized lung cancer by circulating tumor DNA profiling
  publication-title: Cancer Discov
  doi: 10.1158/2159-8290.CD-17-0716
– volume: 15
  start-page: 639
  year: 2018
  ident: 2022082317101413200_bib68
  article-title: Clinical potential of circulating tumour DNA in patients receiving anticancer immunotherapy
  publication-title: Nat Rev Clin Oncol
  doi: 10.1038/s41571-018-0074-3
– volume: 7
  start-page: 1903410
  year: 2020
  ident: 2022082317101413200_bib42
  article-title: Tracking neoantigens by personalized circulating tumor DNA sequencing during checkpoint blockade immunotherapy in non-small cell lung cancer
  publication-title: Adva Sci
  doi: 10.1002/advs.201903410
– volume: 25
  start-page: 7035
  year: 2019
  ident: 2022082317101413200_bib102
  article-title: Validation of microsatellite instability detection using a comprehensive plasma-based genotyping panel
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-19-1324
– volume: 8
  start-page: 1011
  year: 2019
  ident: 2022082317101413200_bib124
  article-title: Prognostic relevance of circulating tumor cells and circulating cell-free DNA association in metastatic non-small cell lung cancer treated with nivolumab
  publication-title: J Clin Med
  doi: 10.3390/jcm8071011
– volume: 38
  start-page: 1608
  year: 2020
  ident: 2022082317101413200_bib3
  article-title: Therapy for stage IV non-small-cell lung cancer without driver alterations: ASCO and OH (CCO) joint guideline update
  publication-title: J Clin Oncol
  doi: 10.1200/JCO.19.03022
– volume: 37
  start-page: 471
  year: 2020
  ident: 2022082317101413200_bib84
  article-title: Heterogeneity: The rosetta stone of therapy resistance
  publication-title: Cancer Cell
  doi: 10.1016/j.ccell.2020.03.007
– volume: 10
  start-page: 117
  year: 2016
  ident: 2022082317101413200_bib49
  article-title: Identification of circulating tumor DNA for the early detection of small-cell lung cancer
  publication-title: EBioMedicine
  doi: 10.1016/j.ebiom.2016.06.032
– volume: 10
  start-page: 1808
  year: 2020
  ident: 2022082317101413200_bib76
  article-title: Tumor mutational burden as a predictive biomarker in solid tumors
  publication-title: Cancer Discov
  doi: 10.1158/2159-8290.CD-20-0522
– volume: 1
  start-page: 1
  year: 2017
  ident: 2022082317101413200_bib24
  article-title: Circulating tumor DNA analysis and functional imaging provide complementary approaches for comprehensive disease monitoring in metastatic melanoma
  publication-title: JCO Prec Oncol
– volume: 1
  start-page: 65
  year: 2017
  ident: 2022082317101413200_bib52
  article-title: Association of circulating tumor DNA (ctDNA) detection in metastatic renal cell carcinoma (mRCC) with tumor burden
  publication-title: Kidney Cancer
  doi: 10.3233/KCA-170007
– volume: 53
  start-page: 11
  year: 2021
  ident: 2022082317101413200_bib80
  article-title: The association between tumor mutational burden and prognosis is dependent on treatment context
  publication-title: Nat Genet
  doi: 10.1038/s41588-020-00752-4
– volume: 34
  start-page: 547
  year: 2016
  ident: 2022082317101413200_bib39
  article-title: Integrated digital error suppression for improved detection of circulating tumor DNA
  publication-title: Nat Biotechnol
  doi: 10.1038/nbt.3520
– volume: 6
  start-page: 771
  year: 2018
  ident: 2022082317101413200_bib116
  article-title: Epigenetic prediction of response to anti-PD-1 treatment in non-small-cell lung cancer: a multicentre, retrospective analysis
  publication-title: Lancet Respir Med
  doi: 10.1016/S2213-2600(18)30284-4
– volume: 8
  start-page: 269
  year: 2020
  ident: 2022082317101413200_bib78
  article-title: Tumor mutational burden and immune signatures interplay in renal cell carcinoma
  publication-title: Ann Transl Med
  doi: 10.21037/atm.2020.02.81
– volume: 1
  start-page: 176
  year: 2020
  ident: 2022082317101413200_bib40
  article-title: Circulating tumor DNA dynamics predict benefit from consolidation immunotherapy in locally advanced non-small-cell lung cancer
  publication-title: Nat Cancer
  doi: 10.1038/s43018-019-0011-0
– volume: 9
  start-page: 3114
  year: 2018
  ident: 2022082317101413200_bib51
  article-title: Circulating tumor DNA analysis depicts subclonal architecture and genomic evolution of small cell lung cancer
  publication-title: Nat Commun
  doi: 10.1038/s41467-018-05327-w
– volume: 79
  start-page: 1214
  year: 2019
  ident: 2022082317101413200_bib55
  article-title: Dynamics of tumor and immune responses during immune checkpoint blockade in non-small cell lung cancer
  publication-title: Cancer Res
  doi: 10.1158/0008-5472.CAN-18-1127
– volume: 9
  start-page: 25265
  year: 2018
  ident: 2022082317101413200_bib121
  article-title: Quantitative monitoring of circulating tumor DNA predicts response of cutaneous metastatic melanoma to anti-PD1 immunotherapy
  publication-title: Oncotarget
  doi: 10.18632/oncotarget.25404
– volume: 23
  start-page: 5729
  year: 2017
  ident: 2022082317101413200_bib92
  article-title: Hypermutated circulating tumor DNA: correlation with response to checkpoint inhibitor-based immunotherapy
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-17-1439
– volume: 17
  start-page: 223
  year: 2017
  ident: 2022082317101413200_bib8
  article-title: Liquid biopsies come of age: towards implementation of circulating tumour DNA
  publication-title: Nat Rev Cancer
  doi: 10.1038/nrc.2017.7
– volume: 377
  start-page: 2531
  year: 2017
  ident: 2022082317101413200_bib64
  article-title: Axicabtagene ciloleucel CAR T-cell therapy in refractory large B-cell lymphoma
  publication-title: N Engl J Med
  doi: 10.1056/NEJMoa1707447
– volume: 144
  start-page: 848
  year: 2019
  ident: 2022082317101413200_bib79
  article-title: Size matters: dissecting key parameters for panel-based tumor mutational burden analysis
  publication-title: Int J Cancer
  doi: 10.1002/ijc.31878
– volume: 11
  start-page: 835
  year: 2019
  ident: 2022082317101413200_bib113
  article-title: Determination of PD-L1 expression in circulating tumor cells of NSCLC patients and correlation with response to PD-1/PD-L1 inhibitors
  publication-title: Cancers
  doi: 10.3390/cancers11060835
– volume: 60
  start-page: 1192
  year: 2014
  ident: 2022082317101413200_bib101
  article-title: Microsatellite instability detection by next generation sequencing
  publication-title: Clin Chem
  doi: 10.1373/clinchem.2014.223677
– volume: 30
  start-page: 815
  year: 2019
  ident: 2022082317101413200_bib33
  article-title: Pre-operative ctDNA predicts survival in high-risk stage III cutaneous melanoma patients
  publication-title: Ann Oncol
  doi: 10.1093/annonc/mdz075
– volume: 5
  start-page: 696
  year: 2019
  ident: 2022082317101413200_bib91
  article-title: Assessment of blood tumor mutational burden as a potential biomarker for immunotherapy in patients with non-small Cell lung cancer with use of a next-generation sequencing cancer gene panel
  publication-title: JAMA Oncol
  doi: 10.1001/jamaoncol.2018.7098
– volume: 24
  start-page: 1449
  year: 2018
  ident: 2022082317101413200_bib89
  article-title: Comprehensive molecular characterization of clinical responses to PD-1 inhibition in metastatic gastric cancer
  publication-title: Nat Med
  doi: 10.1038/s41591-018-0101-z
– volume: 24
  start-page: 820
  year: 2019
  ident: 2022082317101413200_bib94
  article-title: Clinical implications of circulating tumor DNA tumor mutational burden (ctDNA TMB) in non-small cell lung cancer
  publication-title: Oncologist
  doi: 10.1634/theoncologist.2018-0433
– volume: 8
  start-page: 7669
  year: 2019
  ident: 2022082317101413200_bib74
  article-title: Serial ultra-deep sequencing of circulating tumor DNA reveals the clonal evolution in non-small cell lung cancer patients treated with anti-PD1 immunotherapy
  publication-title: Cancer Med
  doi: 10.1002/cam4.2632
– volume: 7
  start-page: 180
  year: 2019
  ident: 2022082317101413200_bib18
  article-title: Tumor mutation burden and circulating tumor DNA in combined CTLA-4 and PD-1 antibody therapy in metastatic melanoma: results of a prospective biomarker study
  publication-title: J Immunother Cancer
  doi: 10.1186/s40425-019-0659-0
– volume: 545
  start-page: 60
  year: 2017
  ident: 2022082317101413200_bib28
  article-title: T-cell invigoration to tumour burden ratio associated with anti-PD-1 response
  publication-title: Nature
  doi: 10.1038/nature22079
– volume: 592
  start-page: 138
  year: 2021
  ident: 2022082317101413200_bib120
  article-title: Identification of bacteria-derived HLA-bound peptides in melanoma
  publication-title: Nature
  doi: 10.1038/s41586-021-03368-8
– volume: 45
  start-page: 56
  year: 2018
  ident: 2022082317101413200_bib54
  article-title: Metabolic activity by (18)F-FDG-PET/CT is predictive of early response after nivolumab in previously treated NSCLC
  publication-title: Eur J Nucl Med Mol Imaging
  doi: 10.1007/s00259-017-3806-1
– volume: 560
  start-page: 382
  year: 2018
  ident: 2022082317101413200_bib111
  article-title: Exosomal PD-L1 contributes to immunosuppression and is associated with anti-PD-1 response
  publication-title: Nature
  doi: 10.1038/s41586-018-0392-8
– volume: 18
  start-page: 726
  year: 2018
  ident: 2022082317101413200_bib15
  article-title: Correlation between circulating tumour DNA and metabolic tumour burden in metastatic melanoma patients
  publication-title: BMC Cancer
  doi: 10.1186/s12885-018-4637-6
– volume: 9
  start-page: 3861
  year: 2020
  ident: 2022082317101413200_bib56
  article-title: Circulating tumor DNA as a prognostic determinant in small cell lung cancer patients receiving atezolizumab
  publication-title: J Clin Med
  doi: 10.3390/jcm9123861
– volume: 24
  start-page: 1441
  year: 2018
  ident: 2022082317101413200_bib90
  article-title: Blood-based tumor mutational burden as a predictor of clinical benefit in non-small-cell lung cancer patients treated with atezolizumab
  publication-title: Nat Med
  doi: 10.1038/s41591-018-0134-3
– volume: 6
  start-page: 8760
  year: 2015
  ident: 2022082317101413200_bib83
  article-title: Multifocal clonal evolution characterized using circulating tumour DNA in a case of metastatic breast cancer
  publication-title: Nat Commun
  doi: 10.1038/ncomms9760
– volume: 51
  start-page: 202
  year: 2019
  ident: 2022082317101413200_bib81
  article-title: Tumor mutational load predicts survival after immunotherapy across multiple cancer types
  publication-title: Nat Genet
  doi: 10.1038/s41588-018-0312-8
– volume: 8
  start-page: 312
  year: 2017
  ident: 2022082317101413200_bib46
  article-title: Analyzing epidermal growth factor receptor mutation status changes in advanced non-small-cell lung cancer at different sampling time-points of blood within one day
  publication-title: Thoracic Cancer
  doi: 10.1111/1759-7714.12443
– volume: 6
  start-page: 100060
  year: 2021
  ident: 2022082317101413200_bib9
  article-title: How to use liquid biopsies to treat patients with cancer
  publication-title: ESMO Open
  doi: 10.1016/j.esmoop.2021.100060
– volume: 16
  start-page: 398
  year: 2010
  ident: 2022082317101413200_bib6
  article-title: Circulating tumour cells in cancer patients: challenges and perspectives
  publication-title: Trends Mol Med
  doi: 10.1016/j.molmed.2010.07.001
– volume: 28
  start-page: 1130
  year: 2017
  ident: 2022082317101413200_bib12
  article-title: Circulating tumour DNA predicts response to anti-PD1 antibodies in metastatic melanoma
  publication-title: Ann Oncol
  doi: 10.1093/annonc/mdx026
– volume: 5
  start-page: 43
  year: 2015
  ident: 2022082317101413200_bib97
  article-title: The vigorous immune microenvironment of microsatellite instable colon cancer is balanced by multiple counter-inhibitory checkpoints
  publication-title: Cancer Discov
  doi: 10.1158/2159-8290.CD-14-0863
– volume: 22
  start-page: 427
  year: 2021
  ident: 2022082317101413200_bib5
  article-title: Genetic engineering of T cells for immunotherapy
  publication-title: Nat Rev Genet
  doi: 10.1038/s41576-021-00329-9
– volume: 6
  start-page: 661
  year: 2020
  ident: 2022082317101413200_bib93
  article-title: Durvalumab with or without tremelimumab vs standard chemotherapy in first-line treatment of metastatic non-small cell lung cancer: the MYSTIC phase 3 randomized clinical trial
  publication-title: JAMA Oncol
  doi: 10.1001/jamaoncol.2020.0237
– volume: 25
  start-page: 7024
  year: 2019
  ident: 2022082317101413200_bib98
  article-title: Noninvasive detection of microsatellite instability and high tumor mutation burden in cancer patients treated with PD-1 blockade
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-19-1372
– volume: 120
  start-page: 113
  year: 2018
  ident: 2022082317101413200_bib50
  article-title: Genomic alterations of plasma cell-free DNAs in small cell lung cancer and their clinical relevance
  publication-title: Lung Cancer
  doi: 10.1016/j.lungcan.2018.04.008
– volume: 4
  start-page: 20
  year: 2020
  ident: 2022082317101413200_bib22
  article-title: Circulating tumor DNA allows early treatment monitoring in BRAF- and NRAS-mutant malignant melanoma
  publication-title: JCO Precis Oncol
  doi: 10.1200/PO.19.00174
– volume: 6
  start-page: 42008
  year: 2015
  ident: 2022082317101413200_bib16
  article-title: Circulating tumor DNA to monitor treatment response and detect acquired resistance in patients with metastatic melanoma
  publication-title: Oncotarget
  doi: 10.18632/oncotarget.5788
– volume: 3
  start-page: 1
  year: 2020
  ident: 2022082317101413200_bib58
  article-title: Application of circulating cell-free tumor DNA profiles for therapeutic monitoring and outcome prediction in genetically heterogeneous metastatic melanoma
  publication-title: JCO Precis Oncol
– volume: 124
  start-page: 345
  year: 2021
  ident: 2022082317101413200_bib115
  article-title: Clinical relevance of blood-based ctDNA analysis: mutation detection and beyond
  publication-title: Br J Cancer
  doi: 10.1038/s41416-020-01047-5
– volume: 99
  start-page: 206
  year: 2019
  ident: 2022082317101413200_bib122
  article-title: Early circulating tumour DNA variations predict tumour response in melanoma patients treated with immunotherapy
  publication-title: Acta Derm Venereol
  doi: 10.2340/00015555-3080
– volume: 16
  start-page: 421
  year: 2014
  ident: 2022082317101413200_bib53
  article-title: The dynamic range of circulating tumor DNA in metastatic breast cancer
  publication-title: Breast Cancer Res
  doi: 10.1186/s13058-014-0421-y
– volume: 30
  start-page: 804
  year: 2019
  ident: 2022082317101413200_bib34
  article-title: Prediction and monitoring of relapse in stage III melanoma using circulating tumor DNA
  publication-title: Ann Oncol
  doi: 10.1093/annonc/mdz048
– volume: 18
  start-page: 297
  year: 2021
  ident: 2022082317101413200_bib7
  article-title: Liquid biopsy enters the clinic - implementation issues and future challenges
  publication-title: Nat Rev Clin Oncol
  doi: 10.1038/s41571-020-00457-x
– volume: 8
  start-page: e001240
  year: 2020
  ident: 2022082317101413200_bib95
  article-title: Camrelizumab plus gemcitabine and oxaliplatin (GEMOX) in patients with advanced biliary tract cancer: a single-arm, open-label, phase II trial
  publication-title: J Immunother Cancer
  doi: 10.1136/jitc-2020-001240
– volume: 24
  start-page: 4960
  year: 2018
  ident: 2022082317101413200_bib27
  article-title: Baseline tumor size is an independent prognostic factor for overall survival in patients with melanoma treated with pembrolizumab
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-17-2386
– volume: 24
  start-page: 6212
  year: 2018
  ident: 2022082317101413200_bib123
  article-title: Early reduction in ctDNA predicts survival in patients with lung and bladder cancer treated with durvalumab
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-18-0386
– volume: 6
  start-page: eabc4308
  year: 2020
  ident: 2022082317101413200_bib21
  article-title: A mathematical model of ctDNA shedding predicts tumor detection size
  publication-title: Sci Adv
  doi: 10.1126/sciadv.abc4308
– volume: 175
  start-page: 984
  year: 2018
  ident: 2022082317101413200_bib109
  article-title: A cancer cell program promotes T cell exclusion and resistance to checkpoint blockade
  publication-title: Cell
  doi: 10.1016/j.cell.2018.09.006
– volume: 545
  start-page: 446
  year: 2017
  ident: 2022082317101413200_bib19
  article-title: Phylogenetic ctDNA analysis depicts early-stage lung cancer evolution
  publication-title: Nature
  doi: 10.1038/nature22364
– volume: 8
  start-page: e000147
  year: 2020
  ident: 2022082317101413200_bib82
  article-title: Establishing guidelines to harmonize tumor mutational burden (TMB): in silico assessment of variation in TMB quantification across diagnostic platforms: phase I of the friends of cancer research TMB harmonization project
  publication-title: J Immunother Cancer
  doi: 10.1136/jitc-2019-000147
– volume: 46
  start-page: e74
  year: 2018
  ident: 2022082317101413200_bib100
  article-title: Enhanced detection of microsatellite instability using pre-PCR elimination of wild-type DNA homo-polymers in tissue and liquid biopsies
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gky251
– volume: 46
  start-page: 930
  year: 2019
  ident: 2022082317101413200_bib26
  article-title: Prognostic value of baseline metabolic tumor volume measured on (18)F-fluorodeoxyglucose positron emission tomography/computed tomography in melanoma patients treated with ipilimumab therapy
  publication-title: Eur J Nucl Med Mol Imaging
  doi: 10.1007/s00259-018-4211-0
– volume: 11
  start-page: 1446
  year: 2020
  ident: 2022082317101413200_bib85
  article-title: Mapping the breast cancer metastatic cascade onto ctDNA using genetic and epigenetic clonal tracking
  publication-title: Nat Commun
  doi: 10.1038/s41467-020-15047-9
– volume: 595
  start-page: 432
  year: 2021
  ident: 2022082317101413200_bib41
  article-title: ctDNA guiding adjuvant immunotherapy in urothelial carcinoma
  publication-title: Nature
  doi: 10.1038/s41586-021-03642-9
– volume: 54
  start-page: 102731
  year: 2020
  ident: 2022082317101413200_bib73
  article-title: Circulating tumor DNA predicts response in Chinese patients with relapsed or refractory classical Hodgkin lymphoma treated with sintilimab
  publication-title: EBioMedicine
  doi: 10.1016/j.ebiom.2020.102731
– volume: 11
  start-page: 1758835919839928
  year: 2019
  ident: 2022082317101413200_bib126
  article-title: Monitoring blood biomarkers to predict nivolumab effectiveness in NSCLC patients
  publication-title: Ther Adv Med Oncol
  doi: 10.1177/1758835919839928
– volume: 183
  start-page: 363
  year: 2020
  ident: 2022082317101413200_bib32
  article-title: Noninvasive early identification of therapeutic benefit from immune checkpoint inhibition
  publication-title: Cell
  doi: 10.1016/j.cell.2020.09.001
– volume: 9
  start-page: 1710899
  year: 2020
  ident: 2022082317101413200_bib110
  article-title: Tracking the evolution of circulating exosomal-PD-L1 to monitor melanoma patients
  publication-title: J Extracell Vesicles
  doi: 10.1080/20013078.2019.1710899
– volume: 120
  start-page: 108
  year: 2018
  ident: 2022082317101413200_bib114
  article-title: PD-L1 expression in circulating tumor cells of advanced non-small cell lung cancer patients treated with nivolumab
  publication-title: Lung Cancer
  doi: 10.1016/j.lungcan.2018.04.001
– volume: 21
  start-page: 374
  year: 2017
  ident: 2022082317101413200_bib88
  article-title: Therapy-related clonal hematopoiesis in patients with non-hematologic cancers is common and associated with adverse clinical outcomes
  publication-title: Cell Stem Cell
  doi: 10.1016/j.stem.2017.07.010
– volume: 12
  start-page: 1402
  year: 2021
  ident: 2022082317101413200_bib112
  article-title: T-cell CX3CR1 expression as a dynamic blood-based biomarker of response to immune checkpoint inhibitors
  publication-title: Nat Commun
  doi: 10.1038/s41467-021-21619-0
– volume: 29
  start-page: 490
  year: 2018
  ident: 2022082317101413200_bib36
  article-title: Circulating tumor DNA predicts survival in patients with resected high-risk stage II/III melanoma
  publication-title: Ann Oncol
  doi: 10.1093/annonc/mdx717
– volume: 156
  start-page: 103112
  year: 2020
  ident: 2022082317101413200_bib106
  article-title: International liquid biopsy standardization alliance white paper
  publication-title: Crit Rev Oncol Hematol
  doi: 10.1016/j.critrevonc.2020.103112
– volume: 579
  start-page: 567
  year: 2020
  ident: 2022082317101413200_bib119
  article-title: Microbiome analyses of blood and tissues suggest cancer diagnostic approach
  publication-title: Nature
  doi: 10.1038/s41586-020-2095-1
– volume: 22
  start-page: 5480
  year: 2016
  ident: 2022082317101413200_bib67
  article-title: Circulating tumor DNA as an early indicator of response to T-cell transfer immunotherapy in metastatic melanoma
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-16-0613
– volume: 24
  start-page: 1545
  year: 2018
  ident: 2022082317101413200_bib107
  article-title: Robust prediction of response to immune checkpoint blockade therapy in metastatic melanoma
  publication-title: Nat Med
  doi: 10.1038/s41591-018-0157-9
– volume: 30
  start-page: 1232
  year: 2019
  ident: 2022082317101413200_bib105
  article-title: ESMO recommendations on microsatellite instability testing for immunotherapy in cancer, and its relationship with PD-1/PD-L1 expression and tumour mutational burden: a systematic review-based approach
  publication-title: Ann Oncol
  doi: 10.1093/annonc/mdz116
– volume: 23
  start-page: 5074
  year: 2017
  ident: 2022082317101413200_bib43
  article-title: Tumor cell-free DNA copy number instability predicts therapeutic response to immunotherapy
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-17-0231
– volume: 126
  start-page: 4473
  year: 2020
  ident: 2022082317101413200_bib48
  article-title: Association between circulating tumor DNA burden and disease burden in patients with ALK-positive lung cancer
  publication-title: Cancer
  doi: 10.1002/cncr.33118
– volume: 137
  start-page: 1
  year: 2019
  ident: 2022082317101413200_bib30
  article-title: Targeted sequencing of plasma cell-free DNA to predict response to PD1 inhibitors in advanced non-small cell lung cancer
  publication-title: Lung Cancer
  doi: 10.1016/j.lungcan.2019.09.005
– volume: 27
  start-page: 1236
  year: 2021
  ident: 2022082317101413200_bib77
  article-title: Tumor mutational burden as a predictor of immunotherapy response: is more always better?
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-20-3054
– volume: 7
  start-page: e1424675
  year: 2018
  ident: 2022082317101413200_bib47
  article-title: Circulating tumor DNA evaluated by next-generation sequencing is predictive of tumor response and prolonged clinical benefit with nivolumab in advanced non-small cell lung cancer
  publication-title: Oncoimmunology
  doi: 10.1080/2162402X.2018.1424675
– volume: 23
  start-page: 6856
  year: 2017
  ident: 2022082317101413200_bib66
  article-title: Circulating Cell-free DNA for metastatic cervical cancer detection, genotyping, and monitoring
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-17-1553
– volume: 4
  start-page: 717
  year: 2018
  ident: 2022082317101413200_bib62
  article-title: Association between circulating tumor DNA and pseudoprogression in patients with metastatic melanoma treated with anti-programmed cell death 1 antibodies
  publication-title: JAMA Oncol
  doi: 10.1001/jamaoncol.2017.5332
– volume: 13
  start-page: 2098
  year: 2019
  ident: 2022082317101413200_bib45
  article-title: Intra-individual variation of circulating tumour DNA in lung cancer patients
  publication-title: Mol Oncol
  doi: 10.1002/1878-0261.12546
– volume: 12
  start-page: 738
  year: 2020
  ident: 2022082317101413200_bib2
  article-title: Review of indications of FDA-approved immune checkpoint inhibitors per NCCN guidelines with the level of evidence
  publication-title: Cancers
  doi: 10.3390/cancers12030738
– volume: 12
  start-page: 3486
  year: 2020
  ident: 2022082317101413200_bib72
  article-title: Circulating tumour DNA in advanced melanoma patients ceasing PD1 inhibition in the absence of disease progression
  publication-title: Cancers
  doi: 10.3390/cancers12113486
– volume: 86
  start-page: 349
  year: 2017
  ident: 2022082317101413200_bib125
  article-title: Very early response of circulating tumour-derived DNA in plasma predicts efficacy of nivolumab treatment in patients with non-small cell lung cancer
  publication-title: Eur J Cancer
  doi: 10.1016/j.ejca.2017.09.004
– volume: 19
  start-page: 154
  year: 2020
  ident: 2022082317101413200_bib31
  article-title: The predicting role of circulating tumor DNA landscape in gastric cancer patients treated with immune checkpoint inhibitors
  publication-title: Mol Cancer
  doi: 10.1186/s12943-020-01274-7
– volume: 1
  start-page: 873
  year: 2020
  ident: 2022082317101413200_bib59
  article-title: Personalized circulating tumor DNA analysis as a predictive biomarker in solid tumor patients treated with pembrolizumab
  publication-title: Nat Cancer
  doi: 10.1038/s43018-020-0096-5
– volume: 20
  start-page: 548
  year: 2014
  ident: 2022082317101413200_bib38
  article-title: An ultrasensitive method for quantitating circulating tumor DNA with broad patient coverage
  publication-title: Nat Med
  doi: 10.1038/nm.3519
– volume: 15
  start-page: 556
  year: 2020
  ident: 2022082317101413200_bib96
  article-title: Allele frequency-adjusted blood-based tumor mutational burden as a predictor of overall survival for patients with NSCLC treated with PD-(L)1 inhibitors
  publication-title: J Thorac Oncol
  doi: 10.1016/j.jtho.2019.12.001
– volume: 8
  start-page: 346ra92
  year: 2016
  ident: 2022082317101413200_bib37
  article-title: Circulating tumor DNA analysis detects minimal residual disease and predicts recurrence in patients with stage II colon cancer
  publication-title: Sci Transl Med
  doi: 10.1126/scitranslmed.aaf6219
– volume: 381
  start-page: 1535
  year: 2019
  ident: 2022082317101413200_bib1
  article-title: Five-year survival with combined nivolumab and ipilimumab in advanced melanoma
  publication-title: N Engl J Med
  doi: 10.1056/NEJMoa1910836
– volume: 60
  start-page: 503
  year: 2019
  ident: 2022082317101413200_bib65
  article-title: Circulating tumor DNA assessment in patients with diffuse large B-cell lymphoma following CAR T-cell therapy
  publication-title: Leuk Lymphoma
  doi: 10.1080/10428194.2018.1474463
– volume: 24
  start-page: 1872
  year: 2018
  ident: 2022082317101413200_bib57
  article-title: Early assessment of lung cancer immunotherapy response via circulating tumor DNA
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-17-1341
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Snippet Testing peripheral blood for circulating tumor DNA (ctDNA) offers a minimally invasive opportunity to diagnose, characterize, and monitor the disease in...
Abstract Testing peripheral blood for circulating tumor DNA (ctDNA) offers a minimally invasive opportunity to diagnose, characterize, and monitor the disease...
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StartPage 349
SubjectTerms Biomarkers, Tumor - genetics
Circulating Tumor DNA - metabolism
Humans
Immunotherapy - methods
Life Sciences
Review
Title Current and Future Clinical Applications of ctDNA in Immuno-Oncology
URI https://www.ncbi.nlm.nih.gov/pubmed/34815256
https://www.proquest.com/docview/2601994637
https://hal.science/hal-04954580
https://pubmed.ncbi.nlm.nih.gov/PMC9397642
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