Therapy-Induced Evolution of Human Lung Cancer Revealed by Single-Cell RNA Sequencing

被引:419
作者
Maynard, Ashley [1 ]
McCoach, Caroline E. [2 ,3 ]
Rotow, Julia K. [4 ]
Harris, Lincoln [1 ]
Haderk, Franziska [2 ,3 ,5 ]
Kerr, D. Lucas [2 ]
Yu, Elizabeth A. [2 ]
Schenk, Erin L. [6 ]
Tan, Weilun [1 ]
Zee, Alexander [1 ,7 ]
Tan, Michelle [1 ]
Gui, Philippe [2 ,3 ]
Lea, Tasha [3 ]
Wu, Wei [2 ]
Urisman, Anatoly [8 ]
Jones, Kirk [8 ]
Sit, Rene [1 ]
Kolli, Pallav K. [9 ]
Seeley, Eric [2 ]
Gesthalter, Yaron [2 ]
Le, Daniel D. [1 ]
Yamauchi, Kevin A. [1 ]
Naeger, David M. [10 ,11 ]
Bandyopadhyay, Sourav [3 ,12 ]
Shah, Khyati [12 ]
Cech, Lauren [2 ]
Thomas, Nicholas J. [2 ]
Gupta, Anshal [2 ]
Gonzalez, Mayra [2 ]
Do, Hien [2 ]
Tan, Lisa [2 ]
Bacaltos, Bianca [2 ]
Gomez-Sjoberg, Rafael [1 ]
Gubens, Matthew [2 ,3 ]
Jahan, Thierry [2 ,3 ]
Kratz, Johannes R. [13 ]
Jablons, David [13 ]
Neff, Norma [1 ]
Doebele, Robert C. [6 ]
Weissman, Jonathan [5 ,14 ]
Blakely, Collin M. [2 ,3 ]
Darmanis, Spyros [1 ]
Bivona, Trever G. [2 ,3 ,5 ]
机构
[1] Chan Zuckerberg Biohub, San Francisco, CA 94158 USA
[2] Univ Calif San Francisco, Dept Med, San Francisco, CA 94158 USA
[3] Univ Calif San Francisco, Helen Diller Family Comprehens Canc Ctr, San Francisco, CA 94158 USA
[4] Dana Farber Canc Inst, Lowe Ctr Thorac Oncol, Boston, MA 02215 USA
[5] Univ Calif San Francisco, Dept Cellular & Mol Pharmacol, San Francisco, CA 94158 USA
[6] Univ Colorado, Dept Med, Anschutz Med Campus, Aurora, CO 80045 USA
[7] Univ Calif San Francisco, Dept Biomol Engn, Santa Cruz, CA 95064 USA
[8] Univ Calif San Francisco, Dept Pathol, San Francisco, CA 94143 USA
[9] Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
[10] Denver Hlth Med Ctr, Denver, CO 80204 USA
[11] Univ Colorado, Dept Radiol, Aurora, CO 80045 USA
[12] Univ Calif San Francisco, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
[13] Univ Calif San Francisco, Dept Surg, San Francisco, CA 94143 USA
[14] Univ Calif San Francisco, Howard Hughes Med Inst, San Francisco, CA 94143 USA
关键词
PLASMINOGEN-ACTIVATOR INHIBITOR-1; TUMOR-ASSOCIATED MACROPHAGES; GENE-EXPRESSION; M2; MACROPHAGES; BETA-CATENIN; PROMOTES; PATHWAY; RESISTANCE; SEQ; HETEROGENEITY;
D O I
10.1016/j.cell.2020.07.017
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Lung cancer, the leading cause of cancer mortality, exhibits heterogeneity that enables adaptability, limits therapeutic success, and remains incompletely understood. Single-cell RNA sequencing (scRNA-seq) of metastatic lung cancer was performed using 49 clinical biopsies obtained from 30 patients before and during targeted therapy. Over 20,000 cancer and tumor microenvironment (TME) single-cell profiles exposed a rich and dynamic tumor ecosystem. scRNA-seq of cancer cells illuminated targetable oncogenes beyond those detected clinically. Cancer cells surviving therapy as residual disease (RD) expressed an alveolar-regenerative cell signature suggesting a therapy-induced primitive cell-state transition, whereas those present at on-therapy progressive disease (PD) upregulated kynurenine, plasminogen, and gap-junction pathways. Active T-lymphocytes and decreased macrophages were present at RD and immunosuppressive cell states characterized PD. Biological features revealed by scRNA-seq were biomarkers of clinical outcomes in independent cohorts. This study highlights how therapy-induced adaptation of the multi-cellular ecosystem of metastatic cancer shapes clinical outcomes.
引用
收藏
页码:1232 / +
页数:42
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