Toward Minimal Residual Disease-Directed Therapy in Melanoma

被引:482
作者
Rambow, Florian [1 ,2 ]
Rogiers, Aljosja [1 ,2 ]
Marin-Bejar, Oskar [1 ,2 ]
Aibar, Sara [3 ,4 ]
Femel, Julia [5 ]
Dewaele, Michael [1 ,2 ]
Karras, Panagiotis [1 ,2 ]
Brown, Daniel [6 ]
Chang, Young Hwan [7 ]
Debiec-Rychter, Maria [8 ]
Adriaens, Carmen [1 ,2 ]
Radaelli, Enrico [9 ]
Wolter, Pascal [10 ]
Bechter, Oliver [10 ]
Dummer, Reinhard [11 ]
Levesque, Mitchell [11 ]
Piris, Adriano [12 ]
Frederick, Dennie T. [12 ]
Boland, Genevieve [12 ]
Flaherty, Keith T. [13 ]
van den Oord, Joost [14 ]
Voet, Thierry [6 ]
Aerts, Stein [3 ,4 ]
Lund, Amanda W. [5 ]
Marine, Jean-Christophe [1 ,2 ]
机构
[1] Katholieke Univ Leuven, Lab Mol Canc Biol, VIB Ctr Canc Biol, Leuven, Belgium
[2] Katholieke Univ Leuven, Dept Oncol, Leuven, Belgium
[3] Katholieke Univ Leuven, VIB Ctr Brain & Dis Res, Lab Computat Biol, Leuven, Belgium
[4] Katholieke Univ Leuven, Dept Human Genet, Leuven, Belgium
[5] Oregon Hlth & Sci Univ, Knight Canc Inst, Dept Cell Dev & Canc Biol, Portland, OR 97201 USA
[6] Katholieke Univ Leuven, Dept Human Genet, Lab Reprod Genom, Leuven, Belgium
[7] Oregon Hlth & Sci Univ, Dept Biomed Engn, Oregon Ctr Spatial Syst Biomed, Portland, OR 97201 USA
[8] Katholieke Univ Leuven, Dept Human Genet, Lab Genet Malignant Disorders, Leuven, Belgium
[9] Univ Penn, Dept Pathobiol, Comparat Pathol Core, Philadelphia, PA 19104 USA
[10] UZ Leuven, Dept Gen Med Oncol, Leuven, Belgium
[11] Univ Zurich Hosp, Dept Dermatol, Zurich, Switzerland
[12] Massachusetts Gen Hosp, Dept Surg Oncol, Boston, MA 02114 USA
[13] Massachusetts Gen Hosp, Dept Med Oncol, Boston, MA 02114 USA
[14] UZ Leuven, Dept Pathol, Lab Translat Cell & Tissue Res, Leuven, Belgium
基金
瑞典研究理事会;
关键词
NEURAL STEM-CELLS; RNA-SEQ; TRANSCRIPTION FACTOR; METASTATIC MELANOMA; CONFERS RESISTANCE; PATHWAY; EXPRESSION; STATE; HETEROGENEITY; PGC1-ALPHA;
D O I
10.1016/j.cell.2018.06.025
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
Many patients with advanced cancers achieve dramatic responses to a panoply of therapeutics yet retain minimal residual disease (MRD), which ultimately results in relapse. To gain insights into the biology of MRD, we applied single-cell RNA sequencing to malignant cells isolated from BRAF mutant patient-derived xenograft melanoma co-horts exposed to concurrent RAF/MEK-inhibition. We identified distinct drug-tolerant transcriptional states, varying combinations of which co-occurred within MRDs from PDXs and biopsies of patients on treatment. One of these exhibited a neural crest stem cell (NCSC) transcriptional program largely driven by the nuclear receptor RXRG. An RXR antagonist mitigated accumulation of NCSCs in MRD and delayed the development of resistance. Those data identify NCSCs as key drivers of resistance and illustrate the therapeutic potential of MRD-directed therapy. They also highlight how gene regulatory network architecture reprogramming may be therapeutically exploited to limit cellular heterogeneity, a key driver of disease progression and therapy resistance.
引用
收藏
页码:843 / +
页数:32
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