Unravelling Tumour Microenvironment in Melanoma at Single-Cell Level and Challenges to Checkpoint Immunotherapy

被引:5
作者
Bai, Xinyu [1 ]
Quek, Camelia [1 ]
机构
[1] Univ Sydney, Fac Med & Hlth, Sydney, NSW 2006, Australia
关键词
melanoma; single-cell; transcriptomics; sequencing; spatial; immunotherapy; cancer; treatment; diagnosis; METASTATIC MELANOMA; TRANSCRIPTION FACTOR; ACQUIRED-RESISTANCE; PD-L1; EXPRESSION; BRAF INHIBITION; PROSTATE-CANCER; GENE-EXPRESSION; MESSENGER-RNA; HETEROGENEITY; THERAPY;
D O I
10.3390/genes13101757
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Melanoma is known as one of the most immunogenic tumours and is often characterised by high mutation burden, neoantigen load and immune infiltrate. The application of immunotherapies has led to impressive improvements in the clinical outcomes of advanced stage melanoma patients. The standard of care immunotherapies leverage the host immunological influence on tumour cells, which entail complex interactions among the tumour, stroma, and immune cells at the tumour microenvironmental level. However, not all cancer patients can achieve a long-term durable response to immunotherapy, and a significant proportion of patients develops resistance and still die from their disease. Owing to the multi-faceted problems of tumour and microenvironmental heterogeneity, identifying the key factors underlying tumour progression and immunotherapy resistance poses a great challenge. In this review, we outline the main challenges to current cancer immunotherapy research posed by tumour heterogeneity and microenvironment complexities including genomic and transcriptomic variability, selective outgrowth of tumour subpopulations, spatial and temporal tumour heterogeneity and the dynamic state of host immunity and microenvironment orchestration. We also highlight the opportunities to dissect tumour heterogeneity using single-cell sequencing and spatial platforms. Integrative analyses of large-scale datasets will enable in-depth exploration of biological questions, which facilitates the clinical application of translational research.
引用
收藏
页数:16
相关论文
共 101 条
[1]   Expansion sequencing: Spatially precise in situ transcriptomics in intact biological systems [J].
Alon, Shahar ;
Goodwin, Daniel R. ;
Sinha, Anubhav ;
Wassie, Asmamaw T. ;
Chen, Fei ;
Daugharthy, Evan R. ;
Bando, Yosuke ;
Kajita, Atsushi ;
Xue, Andrew G. ;
Marrett, Karl ;
Prior, Robert ;
Cui, Yi ;
Payne, Andrew C. ;
Yao, Chun-Chen ;
Suk, Ho-Jun ;
Wang, Ru ;
Yu, Chih-Chieh ;
Tillberg, Paul ;
Reginato, Paul ;
Pak, Nikita ;
Liu, Songlei ;
Punthambaker, Sukanya ;
Iyer, Eswar P. R. ;
Kohman, Richie E. ;
Miller, Jeremy A. ;
Lein, Ed S. ;
Lako, Ana ;
Cullen, Nicole ;
Rodig, Scott ;
Helvie, Karla ;
Abravanel, Daniel L. ;
Wagle, Nikhil ;
Johnson, Bruce E. ;
Klughammer, Johanna ;
Slyper, Michal ;
Waldman, Julia ;
Jane-Valbuena, Judit ;
Rozenblatt-Rosen, Orit ;
Regev, Aviv ;
Church, George M. ;
Marblestone, Adam H. ;
Boyden, Edward S. .
SCIENCE, 2021, 371 (6528) :481-+
[2]   Ipilimumab Before BRAF Inhibitor Treatment May Be More Beneficial Than Vice Versa for the Majority of Patients With Advanced Melanoma [J].
Ascierto, Paolo A. ;
Margolin, Kim .
CANCER, 2014, 120 (11) :1617-1619
[3]   Immunotherapy Combined or Sequenced With Targeted Therapy in the Treatment of Solid Tumors: Current Perspectives [J].
Atkins, Michael B. ;
Larkin, James .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2016, 108 (06)
[4]   Discordancy in BRAF mutations among primary and metastatic melanoma lesions: clinical implications for targeted therapy [J].
Bradish, Joshua R. ;
Richey, Justin D. ;
Post, Kristin M. ;
Meehan, Kari ;
Sen, Joyashree D. ;
Malek, Amanda J. ;
Katona, Terrence M. ;
Warren, Simon ;
Logan, Theodore F. ;
Fecher, Leslie A. ;
Cheng, Liang .
MODERN PATHOLOGY, 2015, 28 (04) :480-486
[5]   Outcomes by line of therapy and programmed death ligand 1 expression in patients with advanced melanoma treated with pembrolizumab or ipilimumab in KEYNOTE-006: A randomised clinical trial [J].
Carlino, Matteo S. ;
Long, Georgina V. ;
Schadendorf, Dirk ;
Robert, Caroline ;
Ribas, Antoni ;
Richtig, Erika ;
Nyakas, Marta ;
Caglevic, Christian ;
Tarhini, Ahmed ;
Blank, Christian ;
Hoeller, Christoph ;
Bar-Sela, Gil ;
Barrow, Catherine ;
Wolter, Pascal ;
Zhou, Honghong ;
Emancipator, Kenneth ;
Jensen, Erin H. ;
Ebbinghaus, Scot ;
Ibrahim, Nageatte ;
Daud, Adil .
EUROPEAN JOURNAL OF CANCER, 2018, 101 :236-243
[6]   KIT as a Therapeutic Target in Metastatic Melanoma [J].
Carvajal, Richard D. ;
Antonescu, Cristina R. ;
Wolchok, Jedd D. ;
Chapman, Paul B. ;
Roman, Ruth-Ann ;
Teitcher, Jerrold ;
Panageas, Katherine S. ;
Busam, Klaus J. ;
Chmielowski, Bartosz ;
Lutzky, Jose ;
Pavlick, Anna C. ;
Fusco, Anne ;
Cane, Lauren ;
Takebe, Naoko ;
Vemula, Swapna ;
Bouvier, Nancy ;
Bastian, Boris C. ;
Schwartz, Gary K. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2011, 305 (22) :2327-2334
[7]  
Chapman PB, 2012, J CLIN ONCOL, V30
[8]   Spatially resolved, highly multiplexed RNA profiling in single cells [J].
Chen, Kok Hao ;
Boettiger, Alistair N. ;
Moffitt, Jeffrey R. ;
Wang, Siyuan ;
Zhuang, Xiaowei .
SCIENCE, 2015, 348 (6233)
[9]   Single-cell analysis reveals new evolutionary complexity in uveal melanoma [J].
Durante, Michael A. ;
Rodriguez, Daniel A. ;
Kurtenbach, Stefan ;
Kuznetsov, Jeffim N. ;
Sanchez, Margaret I. ;
Decatur, Christina L. ;
Snyder, Helen ;
Feun, Lynn G. ;
Livingstone, Alan S. ;
Harbour, J. William .
NATURE COMMUNICATIONS, 2020, 11 (01)
[10]   Transcriptome-scale super-resolved imaging in tissues by RNA seqFISH [J].
Eng, Chee-Huat Linus ;
Lawson, Michael ;
Zhu, Qian ;
Dries, Ruben ;
Koulena, Noushin ;
Takei, Yodai ;
Yun, Jina ;
Cronin, Christopher ;
Karp, Christoph ;
Yuan, Guo-Cheng ;
Cai, Long .
NATURE, 2019, 568 (7751) :235-+