Overview of multiplex immunohistochemistry/immunofluorescence techniques in the era of cancer immunotherapy
Conventional immunohistochemistry (IHC) is a widely used diagnostic technique in tissue pathology. However, this technique is associated with a number of limitations, including high inter‐observer variability and the capacity to label only one marker per tissue section. This review details various h...
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Published in | Cancer communications (London, England) Vol. 40; no. 4; pp. 135 - 153 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
John Wiley & Sons, Inc
01.04.2020
John Wiley and Sons Inc |
Subjects | |
Online Access | Get full text |
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Abstract | Conventional immunohistochemistry (IHC) is a widely used diagnostic technique in tissue pathology. However, this technique is associated with a number of limitations, including high inter‐observer variability and the capacity to label only one marker per tissue section. This review details various highly multiplexed techniques that have emerged to circumvent these constraints, allowing simultaneous detection of multiple markers on a single tissue section and the comprehensive study of cell composition, cellular functional and cell‐cell interactions. Among these techniques, multiplex Immunohistochemistry/Immunofluorescence (mIHC/IF) has emerged to be particularly promising. mIHC/IF provides high‐throughput multiplex staining and standardized quantitative analysis for highly reproducible, efficient and cost‐effective tissue studies. This technique has immediate potential for translational research and clinical practice, particularly in the era of cancer immunotherapy. |
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AbstractList | Conventional immunohistochemistry (IHC) is a widely used diagnostic technique in tissue pathology. However, this technique is associated with a number of limitations, including high inter‐observer variability and the capacity to label only one marker per tissue section. This review details various highly multiplexed techniques that have emerged to circumvent these constraints, allowing simultaneous detection of multiple markers on a single tissue section and the comprehensive study of cell composition, cellular functional and cell‐cell interactions. Among these techniques, multiplex Immunohistochemistry/Immunofluorescence (mIHC/IF) has emerged to be particularly promising. mIHC/IF provides high‐throughput multiplex staining and standardized quantitative analysis for highly reproducible, efficient and cost‐effective tissue studies. This technique has immediate potential for translational research and clinical practice, particularly in the era of cancer immunotherapy. Conventional immunohistochemistry (IHC) is a widely used diagnostic technique in tissue pathology. However, this technique is associated with a number of limitations, including high inter-observer variability and the capacity to label only one marker per tissue section. This review details various highly multiplexed techniques that have emerged to circumvent these constraints, allowing simultaneous detection of multiple markers on a single tissue section and the comprehensive study of cell composition, cellular functional and cell-cell interactions. Among these techniques, multiplex Immunohistochemistry/Immunofluorescence (mIHC/IF) has emerged to be particularly promising. mIHC/IF provides high-throughput multiplex staining and standardized quantitative analysis for highly reproducible, efficient and cost-effective tissue studies. This technique has immediate potential for translational research and clinical practice, particularly in the era of cancer immunotherapy.Conventional immunohistochemistry (IHC) is a widely used diagnostic technique in tissue pathology. However, this technique is associated with a number of limitations, including high inter-observer variability and the capacity to label only one marker per tissue section. This review details various highly multiplexed techniques that have emerged to circumvent these constraints, allowing simultaneous detection of multiple markers on a single tissue section and the comprehensive study of cell composition, cellular functional and cell-cell interactions. Among these techniques, multiplex Immunohistochemistry/Immunofluorescence (mIHC/IF) has emerged to be particularly promising. mIHC/IF provides high-throughput multiplex staining and standardized quantitative analysis for highly reproducible, efficient and cost-effective tissue studies. This technique has immediate potential for translational research and clinical practice, particularly in the era of cancer immunotherapy. |
Author | Lim, Jeffrey Chun Tatt Yeong, Joe Wu, Duoduo Wee, Yu Ting Felicia Tan, Wei Chang Colin Lim, Tony Kiat Hon Ng, Harry Ho Man Nerurkar, Sanjna Nilesh Cai, Hai Yun |
AuthorAffiliation | 2 Department of Anatomical Pathology Singapore General Hospital Singapore 169856 Singapore 3 Institute of Molecular Cell Biology (IMCB), Agency of Science, Technology and Research (ASTAR) Singapore 169856 Singapore 5 Duke‐NUS Medical School Singapore 169856 Singapore 1 Yong Loo Lin School of Medicine National University of Singapore Singapore 169856 Singapore 4 Singapore Immunology Network Agency of Science (SIgN) Technology and Research (ASTAR) Singapore 169856 Singapore |
AuthorAffiliation_xml | – name: 2 Department of Anatomical Pathology Singapore General Hospital Singapore 169856 Singapore – name: 5 Duke‐NUS Medical School Singapore 169856 Singapore – name: 1 Yong Loo Lin School of Medicine National University of Singapore Singapore 169856 Singapore – name: 4 Singapore Immunology Network Agency of Science (SIgN) Technology and Research (ASTAR) Singapore 169856 Singapore – name: 3 Institute of Molecular Cell Biology (IMCB), Agency of Science, Technology and Research (ASTAR) Singapore 169856 Singapore |
Author_xml | – sequence: 1 givenname: Wei Chang Colin surname: Tan fullname: Tan, Wei Chang Colin organization: National University of Singapore – sequence: 2 givenname: Sanjna Nilesh surname: Nerurkar fullname: Nerurkar, Sanjna Nilesh organization: National University of Singapore – sequence: 3 givenname: Hai Yun surname: Cai fullname: Cai, Hai Yun organization: National University of Singapore – sequence: 4 givenname: Harry Ho Man surname: Ng fullname: Ng, Harry Ho Man organization: Duke‐NUS Medical School – sequence: 5 givenname: Duoduo surname: Wu fullname: Wu, Duoduo organization: National University of Singapore – sequence: 6 givenname: Yu Ting Felicia surname: Wee fullname: Wee, Yu Ting Felicia organization: Singapore General Hospital – sequence: 7 givenname: Jeffrey Chun Tatt surname: Lim fullname: Lim, Jeffrey Chun Tatt organization: Institute of Molecular Cell Biology (IMCB), Agency of Science, Technology and Research (ASTAR) – sequence: 8 givenname: Joe surname: Yeong fullname: Yeong, Joe email: yeongps@imcb.a-star.edu.sg organization: Technology and Research (ASTAR) – sequence: 9 givenname: Tony Kiat Hon surname: Lim fullname: Lim, Tony Kiat Hon email: lim.kiat.hon@singhealth.com.sg organization: Singapore General Hospital |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/32301585$$D View this record in MEDLINE/PubMed |
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Cites_doi | 10.1172/jci.insight.93652 10.1093/bioinformatics/btr095 10.1200/JCO.2018.36.15_suppl.4074 10.1371/journal.pone.0150505 10.1002/path.5049 10.1038/labinvest.2015.2 10.1158/2326-6074.CRICIMTEATIAACR18-A074 10.1007/s10549-015-3371-x 10.3892/mmr.2014.2914 10.4161/intv.20802 10.1002/hon.2900020406 10.1007/s10549-012-2040-6 10.1056/NEJMoa1501824 10.1002/0471142905.hg0404s46 10.1056/NEJMoa1603702 10.1038/labinvest.2017.37 10.1016/j.jhepr.2019.11.006 10.1093/jnci/djt306 10.1038/s41591-018-0198-0 10.1158/1538-7445.AM2018-3638 10.1136/jclinpath-2012-200734 10.1038/nm.3488 10.3389/fimmu.2018.01209 10.1097/CCO.0b013e32835b651e 10.1038/nm.4086 10.1016/j.cels.2016.03.008 10.1038/nature14011 10.1073/pnas.1706559114 10.1038/bjc.2017.139 10.1248/bpb.b17-00776 10.1158/1078-0432.CCR-15-1507 10.1016/j.pathol.2017.11.087 10.1186/s13058-016-0695-3 10.1158/1078-0432.CCR-14-1993 10.1038/s41596-019-0156-4 10.1038/s41588-019-0569-6 10.1038/s41597-019-0332-y 10.1136/jclinpath-2015-202944 10.1186/s13000-017-0658-8 10.1038/nature13954 10.1158/1078-0432.CCR-17-2156 10.1371/journal.pone.0037379 10.1158/1538-7445.AM2019-490 10.1002/path.5223 10.1016/S0092-8674(00)81683-9 10.1038/ncomms2635 10.18632/oncotarget.24398 10.1038/nature21349 10.1007/s10549-019-05396-5 10.1016/j.humpath.2014.01.008 10.1126/sciimmunol.aaf6925 10.1016/j.compmedimag.2015.04.001 10.1016/S0140-6736(17)31046-2 10.1136/gutjnl-2018-316510 10.1158/1078-0432.CCR-18-0309 10.1158/1538-7445.AM2019-1183 10.1038/s41591-018-0078-7 10.1186/s40425-019-0499-y 10.1007/s10549-017-4161-4 10.3390/cancers11020247 10.1038/nm.3902 10.1038/nsmb.2710 10.1038/nmeth.4391 10.1016/j.immuni.2012.07.011 10.1007/s10549-018-4669-2 10.1200/JCO.2018.77.8738 10.1155/2010/404069 10.1016/j.cell.2011.02.013 10.1038/labinvest.2016.115 10.1038/bjc.2011.569 10.1038/s41598-017-17204-5 10.1053/j.gastro.2009.04.045 10.1186/bcr1666 10.1126/scitranslmed.aad6352 10.1158/2326-6074.CRICIMTEATIAACR18-A073 10.1111/his.13516 10.4049/jimmunol.1502635 10.1186/s40425-018-0404-0 10.1038/s41591-018-0057-z 10.1038/s41467-018-05032-8 10.1016/j.cell.2018.07.010 10.1016/j.ymeth.2014.08.016 10.1186/bcr3639 10.1038/s41584-019-0338-z 10.1038/ctg.2017.18 10.1186/gb-2006-7-10-r100 10.1093/annonc/mdx308 10.1038/s41586-018-0130-2 10.1136/gutjnl-2015-310814 10.1200/JCO.2018.36.15_suppl.TPS4141 10.5858/2006-130-1026-IAQAOP 10.1158/1538-7445.AM2018-5657 10.1016/S0140-6736(15)01281-7 10.3390/cancers10090326 10.1097/PAI.0000000000000502 10.1038/nmeth.2869 10.1038/s41591-018-0197-1 10.1016/j.immuni.2019.12.007 10.1001/jamaoncol.2019.1549 10.1182/blood-2008-12-195792 10.1158/0008-5472.CAN-12-2606 |
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Copyright | 2020 The Authors. published by John Wiley & Sons Australia, Ltd. on behalf of Sun Yat‐sen University Cancer Center 2020 The Authors. Cancer Communications published by John Wiley & Sons Australia, Ltd. on behalf of Sun Yat-sen University Cancer Center. 2020. This work is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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References | 2017; 7 2017; 8 2014; 70 2013; 4 2013; 25 2017; 2 2019; 11 2019; 10 2018; 244 2013; 20 2018; 169 2019; 14 2006; 130 2019; 247 2016; 387 2020; 16 2018; 41 2017; 114 2009; 114 2017; 116 2014; 20 2015; 372 2015; 46 2018; 6 2018; 174 2018; 9 2012; 134 2020; 2 2020; 52 2010; 29 2014; 16 2007; 9 2017; 163 2018; 73 2018; 78 2011; 27 2012; 65 2016; 196 2014; 11 2018; 36 2014; 515 2019; 7 2015; 15 2019; 6 2017; 28 2015; 95 2017; 66 2019; 79 2013; 105 2015; 11 2006; 7 2005 2012; 37 2016; 18 2012; 106 2014; 45 2009; 137 2018; 26 2018; 24 2016; 11 2015; 151 2015; 68 2017; 97 2016; 1 2016; 2 2012; 1 2018; 557 2017; 14 1984; 2 2020 2013; 73 2015; 21 2017; 12 2019 2018 2016; 374 2018; 50 2000; 100 2012; 7 2017; 541 2018; 10 2017; 389 2016; 8 2011; 144 2016; 22 Lim JCT (e_1_2_8_10_1) e_1_2_8_26_1 e_1_2_8_49_1 e_1_2_8_68_1 Garnelo M (e_1_2_8_7_1) 2015; 15 e_1_2_8_5_1 e_1_2_8_9_1 e_1_2_8_117_1 e_1_2_8_22_1 e_1_2_8_64_1 e_1_2_8_87_1 e_1_2_8_113_1 e_1_2_8_41_1 e_1_2_8_83_1 Feng Z (e_1_2_8_58_1) 2017; 2 Mascaux C (e_1_2_8_77_1) 2019 Downing S (e_1_2_8_94_1) 2018; 78 e_1_2_8_19_1 Johnson DB (e_1_2_8_127_1) 2018; 24 e_1_2_8_38_1 e_1_2_8_57_1 e_1_2_8_120_1 Cregger M (e_1_2_8_78_1) 2006; 130 e_1_2_8_99_1 Ma Z (e_1_2_8_60_1) 2017; 12 e_1_2_8_105_1 e_1_2_8_128_1 e_1_2_8_11_1 e_1_2_8_34_1 e_1_2_8_53_1 e_1_2_8_76_1 Stein S (e_1_2_8_123_1) 2018; 36 e_1_2_8_101_1 Parra ER (e_1_2_8_72_1) 2019; 11 e_1_2_8_30_1 e_1_2_8_29_1 Lykkegaard Andersen N (e_1_2_8_95_1) 2018; 26 e_1_2_8_25_1 e_1_2_8_48_1 Li W (e_1_2_8_108_1) 2017; 114 Lam JH (e_1_2_8_81_1) 2019; 10 Shashni B (e_1_2_8_109_1) 2018; 41 e_1_2_8_2_1 e_1_2_8_110_1 e_1_2_8_6_1 Laurinavicius A (e_1_2_8_54_1) 2014; 16 e_1_2_8_21_1 e_1_2_8_67_1 e_1_2_8_44_1 e_1_2_8_118_1 e_1_2_8_40_1 e_1_2_8_114_1 Ilie M (e_1_2_8_63_1) 2018; 10 e_1_2_8_14_1 Mlecnik B (e_1_2_8_12_1) 2016; 8 e_1_2_8_37_1 e_1_2_8_79_1 Tan AS (e_1_2_8_119_1) 2019 e_1_2_8_90_1 e_1_2_8_121_1 e_1_2_8_98_1 Zhang W (e_1_2_8_59_1) 2017; 97 e_1_2_8_56_1 e_1_2_8_106_1 e_1_2_8_33_1 e_1_2_8_75_1 e_1_2_8_52_1 e_1_2_8_102_1 Cheng CL (e_1_2_8_43_1) 2015; 151 e_1_2_8_71_1 e_1_2_8_125_1 e_1_2_8_28_1 e_1_2_8_24_1 e_1_2_8_47_1 McNamara G (e_1_2_8_62_1) 2005 Finn RS (e_1_2_8_124_1) 2018; 36 e_1_2_8_3_1 Mohammed AM (e_1_2_8_93_1) 2019; 79 e_1_2_8_111_1 e_1_2_8_130_1 e_1_2_8_20_1 e_1_2_8_66_1 e_1_2_8_89_1 e_1_2_8_85_1 e_1_2_8_115_1 e_1_2_8_17_1 e_1_2_8_13_1 e_1_2_8_36_1 Yeong J (e_1_2_8_82_1) 2020 Gallina ME (e_1_2_8_86_1) 2019; 7 e_1_2_8_70_1 e_1_2_8_122_1 e_1_2_8_97_1 e_1_2_8_32_1 e_1_2_8_55_1 Gettinger SN (e_1_2_8_126_1) 2018; 9 e_1_2_8_107_1 e_1_2_8_51_1 e_1_2_8_74_1 e_1_2_8_103_1 Yeong J (e_1_2_8_15_1) 2018; 9 e_1_2_8_46_1 e_1_2_8_27_1 e_1_2_8_69_1 Dakshinamoorthy G (e_1_2_8_23_1) 2019; 79 Gallina ME (e_1_2_8_84_1) 2019; 7 e_1_2_8_80_1 e_1_2_8_4_1 Vincent‐Salomon A (e_1_2_8_45_1) 2007; 9 e_1_2_8_131_1 e_1_2_8_8_1 e_1_2_8_42_1 e_1_2_8_88_1 e_1_2_8_116_1 e_1_2_8_65_1 e_1_2_8_112_1 e_1_2_8_61_1 e_1_2_8_39_1 Toki MI (e_1_2_8_91_1) 2019 Merritt CR (e_1_2_8_92_1) 2019 e_1_2_8_35_1 Wong PF (e_1_2_8_129_1) 2018; 78 e_1_2_8_16_1 e_1_2_8_96_1 e_1_2_8_100_1 e_1_2_8_31_1 Jung E (e_1_2_8_18_1) 2014 e_1_2_8_73_1 e_1_2_8_50_1 e_1_2_8_104_1 |
References_xml | – volume: 8 issue: 4 year: 2017 article-title: Evaluation of PTGS2 Expression, PIK3CA Mutation, Aspirin Use and Colon Cancer Survival in a Population‐Based Cohort Study publication-title: Clinical and Translational Gastroenterology. – volume: 24 start-page: 1649 issue: 11 year: 2018 end-page: 54 article-title: Neoadjuvant immune checkpoint blockade in high‐risk resectable melanoma publication-title: Nat Med. – volume: 114 start-page: E5900 issue: 29 year: 2017 end-page: E9 article-title: Delineation of an immunosuppressive gradient in hepatocellular carcinoma using high‐dimensional proteomic and transcriptomic analyses publication-title: Proc Natl Acad Sci. – volume: 11 issue: 2 year: 2019 article-title: Wistuba, II. State‐of‐the‐Art of Profiling Immune Contexture in the Era of Multiplexed Staining and Digital Analysis to Study Paraffin Tumor Tissues publication-title: Cancers (Basel). – volume: 105 start-page: 1897 issue: 24 year: 2013 end-page: 906 article-title: An international Ki67 reproducibility study publication-title: J Natl Cancer Inst. – volume: 37 start-page: 364 issue: 2 year: 2012 end-page: 76 article-title: Histo‐cytometry: a method for highly multiplex quantitative tissue imaging analysis applied to dendritic cell subset microanatomy in lymph nodes publication-title: Immunity. – volume: 20 start-page: 436 issue: 4 year: 2014 end-page: 42 article-title: Multiplexed ion beam imaging of human breast tumors publication-title: Nat Med. – volume: 7 start-page: A074 issue: 2 Supplement year: 2019 end-page: A article-title: Abstract A074: Spatially resolved deep antigen profiling of single cells in FFPE tissue samples through CODEXTM publication-title: Cancer Immunol Res. – volume: 244 start-page: 479 issue: 4 year: 2018 end-page: 84 article-title: Ruthenium counterstaining for imaging mass cytometry publication-title: J Pathol. – volume: 16 start-page: R35 issue: 2 year: 2014 end-page: R article-title: A methodology to ensure and improve accuracy of Ki67 labelling index estimation by automated digital image analysis in breast cancer tissue publication-title: Breast Cancer Research : BCR. – year: 2020 article-title: Multiplex immunohistochemistry/immunofluorescence (mIHC/IF) for PD‐L1 testing in triple‐negative breast cancer: a translational assay compared with conventional IHC publication-title: J Clin Pathol. – year: 2005 article-title: Microscopy and image analysis publication-title: Curr Protoc Hum Genet. – volume: 22 start-page: 679 issue: 6 year: 2016 end-page: 84 – volume: 100 start-page: 57 issue: 1 year: 2000 end-page: 70 article-title: The hallmarks of cancer publication-title: Cell. – volume: 247 start-page: 650 issue: 5 year: 2019 end-page: 61 article-title: New tools for pathology: a user's review of a highly multiplexed method for in situ analysis of protein and RNA expression in tissue publication-title: J Pathol. – volume: 6 start-page: 323 issue: 1 year: 2019 article-title: Highly multiplexed immunofluorescence images and single‐cell data of immune markers in tonsil and lung cancer publication-title: Scientific Data. – volume: 114 start-page: E7321 issue: 35 year: 2017 end-page: e30 article-title: Multiplex, quantitative cellular analysis in large tissue volumes with clearing‐enhanced 3D microscopy (Ce3D) publication-title: PNAS. – volume: 14 start-page: 1708 issue: 6 year: 2019 end-page: 33 article-title: High‐dimensional cell‐level analysis of tissues with Ce3D multiplex volume imaging publication-title: Nat Protoc. – volume: 11 start-page: 417 issue: 4 year: 2014 end-page: 22 article-title: Highly multiplexed imaging of tumor tissues with subcellular resolution by mass cytometry publication-title: Nat Methods. – volume: 20 start-page: 805 issue: 6 year: 2014 end-page: 14 – volume: 541 start-page: 321 year: 2017 article-title: Elements of cancer immunity and the cancer–immune set point publication-title: Nature. – volume: 1 issue: 1 year: 2016 article-title: In‐depth tissue profiling using multiplexed immunohistochemical consecutive staining on single slide publication-title: Science Immunology. – volume: 41 start-page: 487 issue: 4 year: 2018 end-page: 503 article-title: Size‐based differentiation of cancer and normal cells by a particle size analyzer assisted by a cell‐recognition PC software publication-title: Biol Pharm Bull. – volume: 29 start-page: 47 issue: 1 year: 2010 end-page: 53 article-title: Diagnostic and prognostic utility of PD‐1 in B cell lymphomas publication-title: Dis Markers. – year: 2019 article-title: High multiplex, digital spatial profiling of proteins and RNA in fixed tissue using genomic detection methods publication-title: bioRxiv. – year: 2019 – volume: 70 start-page: 46 issue: 1 year: 2014 end-page: 58 article-title: Multiplexed immunohistochemistry, imaging, and quantitation: a review, with an assessment of Tyramide signal amplification, multispectral imaging and multiplex analysis publication-title: Methods. – volume: 66 start-page: 342 issue: 2 year: 2017 end-page: 51 article-title: Interaction between tumour‐infiltrating B cells and T cells controls the progression of hepatocellular carcinoma publication-title: Gut. – volume: 7 start-page: R100 issue: 10 year: 2006 article-title: CellProfiler: image analysis software for identifying and quantifying cell phenotypes publication-title: Genome Biol. – year: 2018 article-title: Multidimensional analyses reveal distinct immune microenvironment in hepatitis B virus‐related hepatocellular carcinoma publication-title: Gut. – volume: 78 issue: 13 Supplement year: 2018 article-title: Abstract 3638: Quantitative assessment of tumor‐infiltrating lymphocytes and immunotherapy outcome in metastatic melanoma publication-title: Cancer Res. – volume: 151 issue: 1 year: 2015 article-title: Expression of FGFR1 is an independent prognostic factor in triple‐negative breast cancer publication-title: Breast Cancer Res Treat. – volume: 6 start-page: 99 issue: 1 year: 2018 – year: 2019 article-title: The role of Ki‐67 in Asian triple negative breast cancers: a novel combinatory panel approach publication-title: Virchows Archiv : an International Journal of Pathology. – volume: 16 start-page: 87 issue: 2 year: 2020 end-page: 99 article-title: Immune monitoring using mass cytometry and related high‐dimensional imaging approaches publication-title: Nature Reviews Rheumatology. – volume: 7 issue: 5 year: 2012 article-title: How reliable is Ki‐67 immunohistochemistry in grade 2 breast carcinomas? A QA study of the Swiss Working Group of Breast‐ and Gynecopathologists publication-title: PLoS One. – volume: 374 start-page: 2542 issue: 26 year: 2016 end-page: 52 article-title: PD‐1 blockade with pembrolizumab in advanced merkel‐cell carcinoma publication-title: New Engl J Med. – volume: 106 start-page: 383 year: 2012 article-title: Comparison of Visual and automated assessment of Ki‐67 proliferative activity and their impact on outcome in primary operable invasive ductal breast cancer publication-title: Br J Cancer. – volume: 21 start-page: 1071 issue: 5 year: 2015 end-page: 7 article-title: Correlation of PD‐L1 tumor expression and treatment outcomes in patients with renal cell carcinoma receiving sunitinib or pazopanib: results from COMPARZ, a randomized controlled trial publication-title: Clin Cancer Res. – volume: 73 start-page: 327 issue: 2 year: 2018 end-page: 38 article-title: Validation of the systematic scoring of immunohistochemically stained tumour tissue microarrays using QuPath digital image analysis publication-title: Histopathology. – volume: 68 start-page: 506 issue: 7 year: 2015 end-page: 10 article-title: Role of inflammatory infiltrates in triple negative breast cancer publication-title: J Clin Pathol. – volume: 24 start-page: 407 issue: 2 year: 2018 end-page: 19 article-title: Low PD‐1 expression in cytotoxic CD8 Tumor‐Infiltrating lymphocytes confers an immune‐privileged tissue microenvironment in NSCLC with a prognostic and predictive value publication-title: Clin Cancer Res. – volume: 28 start-page: 1700 issue: 8 year: 2017 end-page: 12 article-title: De‐escalating and escalating treatments for early‐stage breast cancer: the St. Gallen International Expert Consensus Conference on the Primary Therapy of Early Breast Cancer 2017 publication-title: Ann Oncol. – volume: 389 start-page: 2492 issue: 10088 year: 2017 end-page: 502 article-title: Nivolumab in patients with advanced hepatocellular carcinoma (CheckMate 040): an open‐label, non‐comparative, phase 1/2 dose escalation and expansion trial publication-title: Lancet (London, England). – volume: 515 start-page: 563 issue: 7528 year: 2014 end-page: 7 article-title: Predictive correlates of response to the anti‐PD‐L1 antibody MPDL3280A in cancer patients publication-title: Nature. – volume: 144 start-page: 646 issue: 5 year: 2011 end-page: 74 article-title: Hallmarks of cancer: the next generation publication-title: Cell. – volume: 65 start-page: 496 issue: 6 year: 2012 end-page: 502 article-title: Utility of multispectral imaging in automated quantitative scoring of immunohistochemistry publication-title: J Clin Pathol. – volume: 116 start-page: 1652 issue: 12 year: 2017 end-page: 9 article-title: Statin use, candidate mevalonate pathway biomarkers, and colon cancer survival in a population‐based cohort study publication-title: Br J Cancer. – year: 2019 article-title: Immune evasion before tumour invasion in early lung squamous carcinogenesis publication-title: Nature. – volume: 1 start-page: 2 issue: 1 year: 2012 end-page: 10 article-title: Intravital imaging of cell signaling in mice publication-title: IntraVital. – volume: 2 issue: 1 year: 2020 article-title: Liver fibrosis and CD206+ macrophage accumulation are suppressed by anti‐GM‐CSF therapy publication-title: JHEP Reports. – volume: 7 start-page: A073 issue: 2 Supplement year: 2019 end-page: A article-title: Abstract A073: CODEXTM: A novel platform for spatially resolved deep antigen profiling of single cells in tissue samples publication-title: Cancer Immunol Res. – volume: 9 issue: 1209 year: 2018 article-title: High densities of tumor‐associated plasma cells predict improved prognosis in triple negative breast cancer publication-title: Front Immunol. – volume: 169 start-page: 33 issue: 1 year: 2018 end-page: 42 article-title: Digital image analysis of Ki67 proliferation index in breast cancer using virtual dual staining on whole tissue sections: clinical validation and inter‐platform agreement publication-title: Breast Cancer Res Treat. – volume: 36 issue: 15_suppl year: 2018 article-title: Safety and clinical activity of 1L atezolizumab + bevacizumab in a phase Ib study in hepatocellular carcinoma (HCC) publication-title: J Clin Oncol. – volume: 97 start-page: 104 issue: 1 year: 2017 end-page: 13 article-title: Covalently deposited dyes: a new chromogen paradigm that facilitates analysis of multiple biomarkers in situ publication-title: Lab Invest. – volume: 11 start-page: 1566 year: 2015 end-page: 72 article-title: Ki67 is a promising molecular target in the diagnosis of cancer (Review) publication-title: Molecular Medicine Reports. – volume: 114 start-page: 1537 issue: 8 year: 2009 end-page: 44 article-title: Tumor antigen‐specific CD8 T cells infiltrating the tumor express high levels of PD‐1 and are functionally impaired publication-title: Blood. – volume: 15 start-page: 2015 issue: 310814 year: 2015 end-page: 310814 article-title: Interaction between tumour‐infiltrating B cells and T cells controls the progression of hepatocellular carcinoma publication-title: Gut. – volume: 2 start-page: 225 issue: 4 year: 2016 end-page: 38 article-title: Multiplexed epitope‐based tissue imaging for discovery and healthcare applications publication-title: Cell Syst. – volume: 9 start-page: R24 issue: 2 year: 2007 article-title: Identification of typical medullary breast carcinoma as a genomic sub‐group of basal‐like carcinomas, a heterogeneous new molecular entity publication-title: Breast Cancer Res. – volume: 14 start-page: 873 year: 2017 article-title: histoCAT: analysis of cell phenotypes and interactions in multiplex image cytometry data publication-title: Nat Methods. – volume: 24 start-page: 5250 issue: 21 year: 2018 end-page: 60 – volume: 163 start-page: 21 issue: 1 year: 2017 end-page: 35 article-title: Higher densities of Foxp3(+) regulatory T cells are associated with better prognosis in triple‐negative breast cancer publication-title: Breast Cancer Res Treat. – volume: 24 start-page: 5250 issue: 21 year: 2018 end-page: 60 article-title: Quantitative spatial profiling of PD‐1/PD‐L1 interaction and HLA‐DR/IDO‐1 predicts improved outcomes of Anti‐PD‐1 therapies in metastatic melanoma publication-title: Clin Cancer Res. – volume: 7 issue: 1 year: 2017 article-title: QuPath: Open source software for digital pathology image analysis publication-title: Sci Rep. – volume: 9 issue: 1 year: 2018 article-title: A dormant TIL phenotype defines non‐small cell lung carcinomas sensitive to immune checkpoint blockers publication-title: Nat Commun. – volume: 515 start-page: 568 issue: 7528 year: 2014 end-page: 71 article-title: PD‐1 blockade induces responses by inhibiting adaptive immune resistance publication-title: Nature. – volume: 137 start-page: 682 issue: 2 year: 2009 end-page: 90 article-title: Profile of tumor antigen‐specific CD8 T cells in patients with hepatitis B virus‐related hepatocellular carcinoma publication-title: Gastroenterology. – volume: 95 start-page: 397 issue: 4 year: 2015 end-page: 405 article-title: Immunohistochemistry and mass spectrometry for highly multiplexed cellular molecular imaging publication-title: Lab Invest. – year: 2018 – volume: 14 start-page: 873 issue: 9 year: 2017 end-page: 6 article-title: histoCAT: analysis of cell phenotypes and interactions in multiplex image cytometry data publication-title: Nat Methods. – volume: 10 issue: 9 year: 2018 article-title: Chromogenic Multiplex Immunohistochemistry Reveals Modulation of the Immune Microenvironment Associated with Survival in Elderly Patients with Lung Adenocarcinoma publication-title: Cancers. – volume: 372 start-page: 2018 issue: 21 year: 2015 end-page: 28 article-title: Pembrolizumab for the treatment of non‐small‐cell lung cancer publication-title: N Engl J Med. – volume: 9 start-page: 11619 issue: 14 year: 2018 end-page: 30 article-title: Using computer assisted image analysis to determine the optimal Ki67 threshold for predicting outcome of invasive breast cancer publication-title: Oncotarget. – volume: 9 start-page: 1209 year: 2018 article-title: High densities of tumor‐associated plasma cells predict improved prognosis in triple negative breast cancer publication-title: Front Immunol. – volume: 557 start-page: 575 issue: 7706 year: 2018 end-page: 9 article-title: Bystander CD8(+) T cells are abundant and phenotypically distinct in human tumour infiltrates publication-title: Nature. – volume: 36 start-page: 2105 issue: 20 year: 2018 end-page: 22 article-title: Human epidermal growth factor receptor 2 testing in breast cancer: American society of clinical oncology/college of american pathologists clinical practice guideline focused update publication-title: J Clin Oncol. – volume: 11 issue: 2 year: 2016 article-title: A comparison of visual assessment and automated digital image analysis of Ki67 labeling index in breast cancer publication-title: PLoS One. – volume: 24 start-page: 994 issue: 7 year: 2018 end-page: 1004 article-title: A transcriptionally and functionally distinct PD‐1+ CD8+ T cell pool with predictive potential in non‐small‐cell lung cancer treated with PD‐1 blockade publication-title: Nat Med. – volume: 45 start-page: 1092 issue: 5 year: 2014 end-page: 9 article-title: Analysis and validation of tissue biomarkers for renal cell carcinoma using automated high‐throughput evaluation of protein expression publication-title: Hum Pathol. – year: 2019 article-title: Comparison of biomarker modalities for predicting response to PD‐1/PD‐L1 checkpoint blockade: A systematic review and meta‐analysis publication-title: JAMA Oncol. – volume: 52 start-page: 177 issue: 2 year: 2020 end-page: 86 article-title: Genomic landscape of lung adenocarcinoma in East Asians publication-title: Nat Genet. – volume: 26 start-page: 620 issue: 9 year: 2018 end-page: 6 article-title: Virtual double staining: A digital approach to immunohistochemical quantification of estrogen receptor protein in breast carcinoma specimens publication-title: Appl Immunohistochem Molecul Morphol. – volume: 21 start-page: 998 issue: 9 year: 2015 end-page: 1009 article-title: Epithelial‐to‐mesenchymal transition induces cell cycle arrest and parenchymal damage in renal fibrosis publication-title: Nat Med. – volume: 78 issue: 13 Supplement year: 2018 article-title: Abstract 5657: Use of a novel immunofluorescence multiplexing technology, InSituPlex™, for the simultaneous detection of immune cells in multiple cancer types publication-title: Cancer Res. – volume: 79 issue: 13 Supplement year: 2019 article-title: Abstract 1183: High‐plex spatial profiling of whole FFPE tissue sections using InSituPlex technology for discovery applications publication-title: Cancer Res. – volume: 97 start-page: 873 issue: 7 year: 2017 end-page: 85 article-title: Fully automated 5‐plex fluorescent immunohistochemistry with tyramide signal amplification and same species antibodies publication-title: Lab Invest. – volume: 12 start-page: 69 issue: 1 year: 2017 article-title: Data integration from pathology slides for quantitative imaging of multiple cell types within the tumor immune cell infiltrate publication-title: Diagnostic Pathology. – volume: 73 start-page: 128 issue: 1 year: 2013 end-page: 38 article-title: PD‐1‐expressing tumor‐infiltrating T cells are a favorable prognostic biomarker in HPV‐associated head and neck cancer publication-title: Cancer Res. – volume: 9 start-page: 3196 issue: 1 year: 2018 article-title: A dormant TIL phenotype defines non‐small cell lung carcinomas sensitive to immune checkpoint blockers publication-title: Nat Commun. – year: 2019 article-title: High‐plex predictive marker discovery for melanoma immunotherapy treated patients using Digital Spatial Profiling publication-title: Clin Cancer Res. – volume: 46 start-page: 30 year: 2015 end-page: 9 article-title: Group sparsity model for stain unmixing in brightfield multiplex immunohistochemistry images publication-title: Comput Med Imaging Graph. – volume: 20 start-page: 1377 issue: 12 year: 2013 end-page: 82 article-title: Structural basis for RNA recognition by a dimeric PPR‐protein complex publication-title: Nat Struct Mol Biol. – volume: 24 start-page: 407 issue: 2 year: 2018 end-page: 19 article-title: Low PD‐1 expression in cytotoxic CD8(+) tumor‐infiltrating lymphocytes confers an immune‐privileged tissue microenvironment in NSCLC with a prognostic and predictive value publication-title: Clin Cancer Res. – volume: 7 start-page: 34 issue: 1 year: 2019 article-title: Prognostic value of CD8+PD‐1+ immune infiltrates and PDCD1 gene expression in triple negative breast cancer publication-title: J Immunother Cancer. – volume: 18 start-page: 35 issue: 1 year: 2016 article-title: COX‐2 modulates mammary tumor progression in response to collagen density publication-title: Breast Cancer Res. – volume: 4 start-page: 1619 year: 2013 article-title: Quantum dot imaging platform for single‐cell molecular profiling publication-title: Nat Commun. – volume: 8 issue: 327 year: 2016 article-title: The tumor microenvironment and Immunoscore are critical determinants of dissemination to distant metastasis publication-title: Sci Transl Med. – volume: 50 start-page: 333 issue: 3 year: 2018 end-page: 41 article-title: An automated staining protocol for seven‐colour immunofluorescence of human tissue sections for diagnostic and prognostic use publication-title: Pathology. – volume: 134 start-page: 277 issue: 1 year: 2012 end-page: 82 article-title: Prognostic value of Ki‐67 labeling index in patients with node‐negative, triple‐negative breast cancer publication-title: Breast Cancer Res Treat. – volume: 79 start-page: 490 issue: 13 Supplement year: 2019 article-title: Abstract 490: Highly multiplexed single‐cell spatial analysis of tissue specimens using CODEX publication-title: Cancer Res. – volume: 24 start-page: 5250 issue: 21 year: 2018 end-page: 60 article-title: Quantitative spatial profiling of PD‐1/PD‐L1 interaction and HLA‐DR/IDO‐1 predicts improved outcomes of Anti–PD‐1 therapies in metastatic melanoma publication-title: Clin Cancer Res. – volume: 27 start-page: 1179 issue: 8 year: 2011 end-page: 80 article-title: Improved structure, function and compatibility for CellProfiler: modular high‐throughput image analysis software publication-title: Bioinformatics. – volume: 196 start-page: 3943 issue: 9 year: 2016 end-page: 50 article-title: Multispectral imaging of T and B cells in murine spleen and tumor publication-title: J Immunol. – volume: 6 start-page: 99 issue: 1 year: 2018 article-title: Multidimensional, quantitative assessment of PD‐1/PD‐L1 expression in patients with Merkel cell carcinoma and association with response to pembrolizumab publication-title: J Immunother Cancer. – volume: 2 start-page: 365 issue: 4 year: 1984 end-page: 71 article-title: Growth fractions in malignant non‐Hodgkin's lymphomas (NHL) as determined in situ with the monoclonal antibody Ki‐67 publication-title: Hematol Oncol. – volume: 130 start-page: 1026 issue: 7 year: 2006 end-page: 30 article-title: Immunohistochemistry and quantitative analysis of protein expression publication-title: Arch Pathol Lab Med. – volume: 174 start-page: 968 issue: 4 year: 2018 end-page: 81 article-title: Deep Profiling of Mouse Splenic Architecture with CODEX Multiplexed Imaging publication-title: Cell. – volume: 7 start-page: 34 issue: 1 year: 2019 article-title: Prognostic value of CD8 + PD‐1+ immune infiltrates and PDCD1 gene expression in triple negative breast cancer publication-title: J Immunother Cancer. – volume: 10 issue: 2093 year: 2019 article-title: Expression of CD38 on macrophages predicts improved prognosis in hepatocellular carcinoma publication-title: Front Immunol. – volume: 52 start-page: 151 issue: 1 year: 2020 end-page: 66 article-title: Regulatory T Cells restrain interleukin‐2‐ and blimp‐1‐dependent acquisition of cytotoxic function by CD4+ T cells publication-title: Immunity. – volume: 24 start-page: 986 issue: 7 year: 2018 end-page: 93 article-title: Single‐cell profiling of breast cancer T cells reveals a tissue‐resident memory subset associated with improved prognosis publication-title: Nat Med. – volume: 22 start-page: 1865 issue: 8 year: 2016 end-page: 74 article-title: The where, the when, and the how of immune monitoring for cancer immunotherapies in the era of checkpoint inhibition publication-title: Clin Cancer Res. – volume: 36 start-page: TPS4141 issue: 15_suppl year: 2018 end-page: TPS article-title: IMbrave150: A randomized phase III study of 1L atezolizumab plus bevacizumab vs sorafenib in locally advanced or metastatic hepatocellular carcinoma publication-title: J Clin Oncol. – volume: 387 start-page: 1540 issue: 10027 year: 2016 end-page: 50 article-title: Pembrolizumab versus docetaxel for previously treated, PD‐L1‐positive, advanced non‐small‐cell lung cancer (KEYNOTE‐010): a randomised controlled trial publication-title: Lancet. – volume: 25 start-page: 50 issue: 1 year: 2013 end-page: 1 article-title: Targeting the hallmarks of cancer: towards a rational approach to next‐generation cancer therapy publication-title: Curr Opin Oncol. – volume: 2 issue: 14 year: 2017 article-title: Multiparametric immune profiling in HPV– oral squamous cell cancer publication-title: JCI Insight. – volume: 24 start-page: 1655 issue: 11 year: 2018 end-page: 61 article-title: Neoadjuvant versus adjuvant ipilimumab plus nivolumab in macroscopic stage III melanoma publication-title: Nat Med. – volume: 2 issue: 14 year: 2017 ident: e_1_2_8_58_1 article-title: Multiparametric immune profiling in HPV– oral squamous cell cancer publication-title: JCI Insight. doi: 10.1172/jci.insight.93652 – volume: 10 issue: 2093 year: 2019 ident: e_1_2_8_81_1 article-title: Expression of CD38 on macrophages predicts improved prognosis in hepatocellular carcinoma publication-title: Front Immunol. – ident: e_1_2_8_68_1 doi: 10.1093/bioinformatics/btr095 – volume: 36 start-page: 4074‐ issue: 15 year: 2018 ident: e_1_2_8_123_1 article-title: Safety and clinical activity of 1L atezolizumab + bevacizumab in a phase Ib study in hepatocellular carcinoma (HCC) publication-title: J Clin Oncol. doi: 10.1200/JCO.2018.36.15_suppl.4074 – ident: e_1_2_8_55_1 doi: 10.1371/journal.pone.0150505 – ident: e_1_2_8_98_1 doi: 10.1002/path.5049 – ident: e_1_2_8_70_1 doi: 10.1038/labinvest.2015.2 – volume: 7 start-page: A074 issue: 2 year: 2019 ident: e_1_2_8_84_1 article-title: Abstract A074: Spatially resolved deep antigen profiling of single cells in FFPE tissue samples through CODEXTM publication-title: Cancer Immunol Res. doi: 10.1158/2326-6074.CRICIMTEATIAACR18-A074 – volume: 151 issue: 1 year: 2015 ident: e_1_2_8_43_1 article-title: Expression of FGFR1 is an independent prognostic factor in triple‐negative breast cancer publication-title: Breast Cancer Res Treat. doi: 10.1007/s10549-015-3371-x – ident: e_1_2_8_47_1 doi: 10.3892/mmr.2014.2914 – ident: e_1_2_8_105_1 doi: 10.4161/intv.20802 – ident: e_1_2_8_22_1 – ident: e_1_2_8_46_1 doi: 10.1002/hon.2900020406 – ident: e_1_2_8_49_1 doi: 10.1007/s10549-012-2040-6 – ident: e_1_2_8_27_1 doi: 10.1056/NEJMoa1501824 – year: 2005 ident: e_1_2_8_62_1 article-title: Microscopy and image analysis publication-title: Curr Protoc Hum Genet. doi: 10.1002/0471142905.hg0404s46 – ident: e_1_2_8_13_1 doi: 10.1056/NEJMoa1603702 – volume: 97 start-page: 873 issue: 7 year: 2017 ident: e_1_2_8_59_1 article-title: Fully automated 5‐plex fluorescent immunohistochemistry with tyramide signal amplification and same species antibodies publication-title: Lab Invest. doi: 10.1038/labinvest.2017.37 – ident: e_1_2_8_83_1 doi: 10.1016/j.jhepr.2019.11.006 – ident: e_1_2_8_41_1 doi: 10.1093/jnci/djt306 – ident: e_1_2_8_89_1 doi: 10.1038/s41591-018-0198-0 – ident: e_1_2_8_112_1 doi: 10.1158/1538-7445.AM2018-3638 – ident: e_1_2_8_56_1 doi: 10.1136/jclinpath-2012-200734 – ident: e_1_2_8_16_1 doi: 10.1038/nm.3488 – ident: e_1_2_8_35_1 doi: 10.3389/fimmu.2018.01209 – ident: e_1_2_8_38_1 doi: 10.1097/CCO.0b013e32835b651e – ident: e_1_2_8_37_1 doi: 10.1038/nm.4086 – ident: e_1_2_8_20_1 doi: 10.1016/j.cels.2016.03.008 – ident: e_1_2_8_25_1 doi: 10.1038/nature14011 – ident: e_1_2_8_121_1 doi: 10.1073/pnas.1706559114 – ident: e_1_2_8_103_1 doi: 10.1038/bjc.2017.139 – volume: 41 start-page: 487 issue: 4 year: 2018 ident: e_1_2_8_109_1 article-title: Size‐based differentiation of cancer and normal cells by a particle size analyzer assisted by a cell‐recognition PC software publication-title: Biol Pharm Bull. doi: 10.1248/bpb.b17-00776 – ident: e_1_2_8_110_1 doi: 10.1158/1078-0432.CCR-15-1507 – ident: e_1_2_8_21_1 doi: 10.1016/j.pathol.2017.11.087 – ident: e_1_2_8_11_1 doi: 10.1186/s13058-016-0695-3 – ident: e_1_2_8_36_1 doi: 10.1158/1078-0432.CCR-14-1993 – ident: e_1_2_8_107_1 doi: 10.1038/s41596-019-0156-4 – ident: e_1_2_8_80_1 doi: 10.1038/s41588-019-0569-6 – ident: e_1_2_8_97_1 doi: 10.1038/s41597-019-0332-y – ident: e_1_2_8_44_1 doi: 10.1136/jclinpath-2015-202944 – start-page: 805 volume-title: RNA recognition by a human antibody against brain cytoplasmic 200 RNA. RNA year: 2014 ident: e_1_2_8_18_1 – volume: 12 start-page: 69 issue: 1 year: 2017 ident: e_1_2_8_60_1 article-title: Data integration from pathology slides for quantitative imaging of multiple cell types within the tumor immune cell infiltrate publication-title: Diagnostic Pathology. doi: 10.1186/s13000-017-0658-8 – ident: e_1_2_8_30_1 doi: 10.1038/nature13954 – ident: e_1_2_8_131_1 doi: 10.1158/1078-0432.CCR-17-2156 – ident: e_1_2_8_42_1 doi: 10.1371/journal.pone.0037379 – volume-title: . ident: e_1_2_8_10_1 – volume: 79 start-page: 490 issue: 13 year: 2019 ident: e_1_2_8_23_1 article-title: Abstract 490: Highly multiplexed single‐cell spatial analysis of tissue specimens using CODEX publication-title: Cancer Res. doi: 10.1158/1538-7445.AM2019-490 – ident: e_1_2_8_90_1 doi: 10.1002/path.5223 – volume: 15 start-page: 2015 issue: 310814 year: 2015 ident: e_1_2_8_7_1 article-title: Interaction between tumour‐infiltrating B cells and T cells controls the progression of hepatocellular carcinoma publication-title: Gut. – ident: e_1_2_8_39_1 doi: 10.1016/S0092-8674(00)81683-9 – ident: e_1_2_8_3_1 doi: 10.1038/ncomms2635 – ident: e_1_2_8_130_1 doi: 10.1038/nature13954 – ident: e_1_2_8_52_1 doi: 10.18632/oncotarget.24398 – ident: e_1_2_8_111_1 doi: 10.1038/nature21349 – ident: e_1_2_8_118_1 doi: 10.1007/s10549-019-05396-5 – ident: e_1_2_8_5_1 doi: 10.1016/j.humpath.2014.01.008 – ident: e_1_2_8_64_1 doi: 10.1126/sciimmunol.aaf6925 – ident: e_1_2_8_57_1 doi: 10.1016/j.humpath.2014.01.008 – ident: e_1_2_8_65_1 doi: 10.1016/j.compmedimag.2015.04.001 – ident: e_1_2_8_125_1 doi: 10.1016/S0140-6736(17)31046-2 – ident: e_1_2_8_122_1 doi: 10.1136/gutjnl-2018-316510 – ident: e_1_2_8_113_1 doi: 10.1158/1078-0432.CCR-18-0309 – year: 2019 ident: e_1_2_8_91_1 article-title: High‐plex predictive marker discovery for melanoma immunotherapy treated patients using Digital Spatial Profiling publication-title: Clin Cancer Res. – volume: 79 start-page: 1183‐ issue: 13 year: 2019 ident: e_1_2_8_93_1 article-title: Abstract 1183: High‐plex spatial profiling of whole FFPE tissue sections using InSituPlex® technology for discovery applications publication-title: Cancer Res. doi: 10.1158/1538-7445.AM2019-1183 – ident: e_1_2_8_120_1 doi: 10.1038/s41591-018-0078-7 – volume: 24 start-page: 5250 issue: 21 year: 2018 ident: e_1_2_8_127_1 article-title: Quantitative spatial profiling of PD‐1/PD‐L1 interaction and HLA‐DR/IDO‐1 predicts improved outcomes of Anti–PD‐1 therapies in metastatic melanoma publication-title: Clin Cancer Res. doi: 10.1158/1078-0432.CCR-18-0309 – ident: e_1_2_8_28_1 doi: 10.1186/s40425-019-0499-y – ident: e_1_2_8_115_1 doi: 10.1007/s10549-017-4161-4 – volume: 11 issue: 2 year: 2019 ident: e_1_2_8_72_1 article-title: Wistuba, II. State‐of‐the‐Art of Profiling Immune Contexture in the Era of Multiplexed Staining and Digital Analysis to Study Paraffin Tumor Tissues publication-title: Cancers (Basel). doi: 10.3390/cancers11020247 – ident: e_1_2_8_6_1 doi: 10.1038/nm.3902 – ident: e_1_2_8_19_1 doi: 10.1038/nsmb.2710 – ident: e_1_2_8_69_1 doi: 10.1038/nmeth.4391 – ident: e_1_2_8_106_1 doi: 10.1016/j.immuni.2012.07.011 – ident: e_1_2_8_66_1 doi: 10.1038/nmeth.4391 – ident: e_1_2_8_117_1 doi: 10.3389/fimmu.2018.01209 – ident: e_1_2_8_53_1 doi: 10.1007/s10549-018-4669-2 – ident: e_1_2_8_8_1 doi: 10.1007/s10549-017-4161-4 – ident: e_1_2_8_87_1 doi: 10.1200/JCO.2018.77.8738 – ident: e_1_2_8_34_1 doi: 10.1155/2010/404069 – ident: e_1_2_8_116_1 doi: 10.1186/s40425-019-0499-y – ident: e_1_2_8_40_1 doi: 10.1016/j.cell.2011.02.013 – ident: e_1_2_8_96_1 doi: 10.1038/nmeth.4391 – ident: e_1_2_8_61_1 doi: 10.1038/labinvest.2016.115 – ident: e_1_2_8_48_1 doi: 10.1038/bjc.2011.569 – ident: e_1_2_8_100_1 doi: 10.1038/s41598-017-17204-5 – ident: e_1_2_8_33_1 doi: 10.1053/j.gastro.2009.04.045 – volume: 9 start-page: R24 issue: 2 year: 2007 ident: e_1_2_8_45_1 article-title: Identification of typical medullary breast carcinoma as a genomic sub‐group of basal‐like carcinomas, a heterogeneous new molecular entity publication-title: Breast Cancer Res. doi: 10.1186/bcr1666 – volume: 8 issue: 327 year: 2016 ident: e_1_2_8_12_1 article-title: The tumor microenvironment and Immunoscore are critical determinants of dissemination to distant metastasis publication-title: Sci Transl Med. doi: 10.1126/scitranslmed.aad6352 – year: 2019 ident: e_1_2_8_77_1 article-title: Immune evasion before tumour invasion in early lung squamous carcinogenesis publication-title: Nature. – ident: e_1_2_8_71_1 doi: 10.1038/nm.3488 – volume: 7 start-page: A073 issue: 2 year: 2019 ident: e_1_2_8_86_1 article-title: Abstract A073: CODEXTM: A novel platform for spatially resolved deep antigen profiling of single cells in tissue samples publication-title: Cancer Immunol Res. doi: 10.1158/2326-6074.CRICIMTEATIAACR18-A073 – ident: e_1_2_8_101_1 doi: 10.1111/his.13516 – ident: e_1_2_8_73_1 doi: 10.4049/jimmunol.1502635 – ident: e_1_2_8_76_1 doi: 10.1186/s40425-018-0404-0 – start-page: 559021 year: 2019 ident: e_1_2_8_92_1 article-title: High multiplex, digital spatial profiling of proteins and RNA in fixed tissue using genomic detection methods publication-title: bioRxiv. – ident: e_1_2_8_14_1 doi: 10.4049/jimmunol.1502635 – ident: e_1_2_8_29_1 doi: 10.1038/s41591-018-0057-z – ident: e_1_2_8_50_1 doi: 10.1038/s41467-018-05032-8 – ident: e_1_2_8_85_1 doi: 10.1016/j.cell.2018.07.010 – ident: e_1_2_8_4_1 doi: 10.1016/j.ymeth.2014.08.016 – volume: 16 start-page: R35 issue: 2 year: 2014 ident: e_1_2_8_54_1 article-title: A methodology to ensure and improve accuracy of Ki67 labelling index estimation by automated digital image analysis in breast cancer tissue publication-title: Breast Cancer Research : BCR. doi: 10.1186/bcr3639 – year: 2019 ident: e_1_2_8_119_1 article-title: The role of Ki‐67 in Asian triple negative breast cancers: a novel combinatory panel approach publication-title: Virchows Archiv : an International Journal of Pathology. – ident: e_1_2_8_99_1 doi: 10.1038/s41584-019-0338-z – ident: e_1_2_8_102_1 doi: 10.1038/ctg.2017.18 – volume: 78 start-page: 3638‐ issue: 13 year: 2018 ident: e_1_2_8_129_1 article-title: Abstract 3638: Quantitative assessment of tumor‐infiltrating lymphocytes and immunotherapy outcome in metastatic melanoma publication-title: Cancer Res. doi: 10.1158/1538-7445.AM2018-3638 – ident: e_1_2_8_67_1 doi: 10.1186/gb-2006-7-10-r100 – ident: e_1_2_8_51_1 doi: 10.1093/annonc/mdx308 – ident: e_1_2_8_79_1 doi: 10.1038/s41586-018-0130-2 – ident: e_1_2_8_24_1 doi: 10.1158/1078-0432.CCR-17-2156 – ident: e_1_2_8_9_1 doi: 10.1136/gutjnl-2015-310814 – volume: 36 start-page: TPS4141 issue: 15 year: 2018 ident: e_1_2_8_124_1 article-title: IMbrave150: A randomized phase III study of 1L atezolizumab plus bevacizumab vs sorafenib in locally advanced or metastatic hepatocellular carcinoma publication-title: J Clin Oncol. doi: 10.1200/JCO.2018.36.15_suppl.TPS4141 – volume: 130 start-page: 1026 issue: 7 year: 2006 ident: e_1_2_8_78_1 article-title: Immunohistochemistry and quantitative analysis of protein expression publication-title: Arch Pathol Lab Med. doi: 10.5858/2006-130-1026-IAQAOP – volume: 9 start-page: 3196‐ issue: 1 year: 2018 ident: e_1_2_8_126_1 article-title: A dormant TIL phenotype defines non‐small cell lung carcinomas sensitive to immune checkpoint blockers publication-title: Nat Commun. doi: 10.1038/s41467-018-05032-8 – ident: e_1_2_8_128_1 doi: 10.1186/s40425-018-0404-0 – volume: 78 start-page: 5657‐ issue: 13 year: 2018 ident: e_1_2_8_94_1 article-title: Abstract 5657: Use of a novel immunofluorescence multiplexing technology, InSituPlex™, for the simultaneous detection of immune cells in multiple cancer types publication-title: Cancer Res. doi: 10.1158/1538-7445.AM2018-5657 – ident: e_1_2_8_26_1 doi: 10.1016/S0140-6736(15)01281-7 – ident: e_1_2_8_114_1 doi: 10.1186/s40425-018-0404-0 – volume: 10 issue: 9 year: 2018 ident: e_1_2_8_63_1 article-title: Chromogenic Multiplex Immunohistochemistry Reveals Modulation of the Immune Microenvironment Associated with Survival in Elderly Patients with Lung Adenocarcinoma publication-title: Cancers. doi: 10.3390/cancers10090326 – ident: e_1_2_8_74_1 doi: 10.1158/1078-0432.CCR-18-0309 – volume: 26 start-page: 620 issue: 9 year: 2018 ident: e_1_2_8_95_1 article-title: Virtual double staining: A digital approach to immunohistochemical quantification of estrogen receptor protein in breast carcinoma specimens publication-title: Appl Immunohistochem Molecul Morphol. doi: 10.1097/PAI.0000000000000502 – volume: 114 start-page: E7321 issue: 35 year: 2017 ident: e_1_2_8_108_1 article-title: Multiplex, quantitative cellular analysis in large tissue volumes with clearing‐enhanced 3D microscopy (Ce3D) publication-title: PNAS. – ident: e_1_2_8_17_1 doi: 10.1038/nmeth.2869 – year: 2020 ident: e_1_2_8_82_1 article-title: Multiplex immunohistochemistry/immunofluorescence (mIHC/IF) for PD‐L1 testing in triple‐negative breast cancer: a translational assay compared with conventional IHC publication-title: J Clin Pathol. – volume: 9 issue: 1209 year: 2018 ident: e_1_2_8_15_1 article-title: High densities of tumor‐associated plasma cells predict improved prognosis in triple negative breast cancer publication-title: Front Immunol. – ident: e_1_2_8_88_1 doi: 10.1038/s41591-018-0197-1 – ident: e_1_2_8_104_1 doi: 10.1016/j.immuni.2019.12.007 – ident: e_1_2_8_2_1 doi: 10.1001/jamaoncol.2019.1549 – ident: e_1_2_8_75_1 doi: 10.4049/jimmunol.1502635 – ident: e_1_2_8_31_1 doi: 10.1182/blood-2008-12-195792 – ident: e_1_2_8_32_1 doi: 10.1158/0008-5472.CAN-12-2606 |
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SubjectTerms | Antibodies Antigens Apoptosis Biomarkers Cancer Gene expression immunofluorescence immunohistochemistry Immunotherapy Ion beams Ligands Lymphocytes Mass spectrometry Microscopy multiplex overview Product development Review Reviews Scientific imaging |
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Title | Overview of multiplex immunohistochemistry/immunofluorescence techniques in the era of cancer immunotherapy |
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