Enhancer signatures stratify and predict outcomes of non-functional pancreatic neuroendocrine tumors

被引:139
作者
Cejas, Paloma [1 ,2 ,3 ,17 ]
Drier, Yotam [4 ,5 ,6 ,17 ]
Dreijerink, Koen M. A. [7 ,8 ]
Brosens, Lodewijk A. A. [9 ]
Deshpande, Vikram [5 ,6 ]
Epstein, Charles B. [4 ]
Conemans, Elfi B. [7 ,8 ]
Morsink, Folkert H. M. [9 ]
Graham, Mindy K. [10 ]
Valk, Gerlof D. [7 ]
Vriens, Menno R. [6 ,11 ]
Fernandez-del Castillo, Carlos [12 ]
Ferrone, Cristina R. [12 ]
Adar, Tomer [6 ,13 ]
Bowden, Michaela [1 ]
Whitton, Holly J. [4 ]
Da Silva, Annacarolina [14 ]
Font-Tello, Alba [2 ]
Long, Henry W. [2 ]
Gaskell, Elizabeth [4 ]
Shoresh, Noam [4 ]
Heaphy, Christopher M. [10 ]
Sicinska, Ewa [14 ]
Kulke, Matthew H. [1 ,15 ,16 ]
Chung, Daniel C. [6 ,13 ]
Bernstein, Bradley E. [4 ,5 ,6 ]
Shivdasani, Ramesh A. [1 ,2 ,15 ,16 ]
机构
[1] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA
[2] Dana Farber Canc Inst, Ctr Funct Canc Epigenet, Boston, MA 02115 USA
[3] Hosp La Paz, Inst Hlth Res, Translat Oncol Lab, Madrid, Spain
[4] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[5] Massachusetts Gen Hosp, Dept Pathol, Boston, MA 02114 USA
[6] Harvard Med Sch, Boston, MA 02115 USA
[7] UMC Utrecht Canc Ctr, Dept Endocrine Oncol, Utrecht, Netherlands
[8] Amsterdam UMC, Dept Internal Med, Amsterdam, Netherlands
[9] UMC Utrecht Canc Ctr, Dept Pathol, Utrecht, Netherlands
[10] Johns Hopkins Univ, Sch Med, Dept Pathol, Baltimore, MD 21205 USA
[11] Massachusetts Gen Hosp, Dept Surg, Boston, MA 02114 USA
[12] UMC Utrecht Canc Ctr, Dept Surg Oncol, Utrecht, Netherlands
[13] Massachusetts Gen Hosp, Dept Gastroenterol, Boston, MA 02114 USA
[14] Dana Farber Canc Inst, Dept Oncol Pathol, Boston, MA 02115 USA
[15] Brigham & Womens Hosp, Dept Med, 75 Francis St, Boston, MA 02115 USA
[16] Harvard Med Sch, Dept Med, Boston, MA 02115 USA
[17] Hebrew Univ Jerusalem, Fac Med, Lautenberg Ctr Immunol & Canc Res, Jerusalem, Israel
关键词
ALPHA-CELL; TRANSCRIPTION FACTORS; ENDOCRINE PANCREAS; SUPER-ENHANCERS; BETA-CELLS; PAX4; ARX; DIFFERENTIATION; EPIDEMIOLOGY; IDENTITY;
D O I
10.1038/s41591-019-0493-4
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
Most pancreatic neuroendocrine tumors ( PNETs) do not produce excess hormones and are therefore considered 'non-functional'(1-3). As clinical behaviors vary widely and distant metastases are eventually lethal(2,4), biological classifications might guide treatment. Using enhancer maps to infer gene regulatory programs, we find that non-functional PNETs fall into two major subtypes, with epigenomes and transcriptomes that partially resemble islet alpha- and beta-cells. Transcription factors ARX and PDX1 specify these normal cells, respectively(5,6), and 84% of 142 non-functional PNETs expressed one or the other factor, occasionally both. Among 103 cases, distant relapses occurred almost exclusively in patients with ARX(+)PDX1(-) tumors and, within this subtype, in cases with alternative lengthening of telomeres. These markedly different outcomes belied similar clinical presentations and histology and, in one cohort, occurred irrespective of MEN1 mutation. This robust molecular stratification provides insight into cell lineage correlates of non-functional PNETs, accurately predicts disease course and can inform postoperative clinical decisions.
引用
收藏
页码:1260 / +
页数:14
相关论文
共 53 条
[1]   Integration of ATAC-seq and RNA-seq identifies human alpha cell and beta cell signature genes [J].
Ackermann, Amanda M. ;
Wang, Zhiping ;
Schug, Jonathan ;
Naji, Ali ;
Kaestner, Klaus H. .
MOLECULAR METABOLISM, 2016, 5 (03) :233-244
[2]   A Chromatin Basis for Cell Lineage and Disease Risk in the Human Pancreas [J].
Arda, H. Efsun ;
Tsai, Jennifer ;
Rosli, Yenny R. ;
Giresi, Paul ;
Bottino, Rita ;
Greenleaf, William J. ;
Chang, Howard Y. ;
Kim, Seung K. .
CELL SYSTEMS, 2018, 7 (03) :310-+
[3]   High-resolution profiling of histone methylations in the human genome [J].
Barski, Artern ;
Cuddapah, Suresh ;
Cui, Kairong ;
Roh, Tae-Young ;
Schones, Dustin E. ;
Wang, Zhibin ;
Wei, Gang ;
Chepelev, Iouri ;
Zhao, Keji .
CELL, 2007, 129 (04) :823-837
[4]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[5]   Chromatin immunoprecipitation from fixed clinical tissues reveals tumor-specific enhancer profiles [J].
Cejas, Paloma ;
Li, Lewyn ;
O'Neill, Nicholas K. ;
Duarte, Melissa ;
Rao, Prakash ;
Bowden, Michaela ;
Zhou, Chensheng W. ;
Mendiola, Marta ;
Burgos, Emilio ;
Feliu, Jaime ;
Moreno-Rubio, Juan ;
Guadalajara, Hector ;
Moreno, Victor ;
Garcia-Olmo, Damin ;
Bellmunt, Joaquim ;
Mullane, Stephanie ;
Hirsch, Michelle ;
Sweeney, Christopher J. ;
Richardson, Andrea ;
Liu, X. Shirley ;
Brown, Myles ;
Shivdasani, Ramesh A. ;
Long, Henry W. .
NATURE MEDICINE, 2016, 22 (06) :685-+
[6]   ATRX, DAXX or MEN1 mutant pancreatic neuroendocrine tumors are a distinct alpha-cell signature subgroup [J].
Chan, Chang S. ;
Laddha, Saurabh, V ;
Lewis, Peter W. ;
Koletsky, Matthew S. ;
Robzyk, Kenneth ;
Da Silva, Edaise ;
Torres, Paula J. ;
Untch, Brian R. ;
Li, Janet ;
Bose, Promita ;
Chan, Timothy A. ;
Klimstra, David S. ;
Allis, C. David ;
Tang, Laura H. .
NATURE COMMUNICATIONS, 2018, 9
[7]   RNA Sequencing Identifies Dysregulation of the Human Pancreatic Islet Transcriptome by the Saturated Fatty Acid Palmitate [J].
Cnop, Miriam ;
Abdulkarim, Baroj ;
Bottu, Guy ;
Cunha, Daniel A. ;
Igoillo-Esteve, Mariana ;
Masini, Matilde ;
Turatsinze, Jean-Valery ;
Griebel, Thasso ;
Villate, Olatz ;
Santin, Izortze ;
Bugliani, Marco ;
Ladriere, Laurence ;
Marselli, Lorella ;
McCarthy, Mark I. ;
Marchetti, Piero ;
Sammeth, Michael ;
Eizirik, Decio L. .
DIABETES, 2014, 63 (06) :1978-1993
[8]   Hotspots of aberrant enhancer activity punctuate the colorectal cancer epigenome [J].
Cohen, Andrea J. ;
Saiakhova, Alina ;
Corradin, Olivia ;
Luppino, Jennifer M. ;
Lovrenert, Katreya ;
Bartels, Cynthia F. ;
Morrow, James J. ;
Mack, Stephen C. ;
Dhillon, Gursimran ;
Beard, Lydia ;
Myeroff, Lois ;
Kalady, Matthew F. ;
Willis, Joseph ;
Bradner, James E. ;
Keri, Ruth A. ;
Berger, Nathan A. ;
Pruett-Miller, Shondra M. ;
Markowitz, Sanford D. ;
Scacheri, Peter C. .
NATURE COMMUNICATIONS, 2017, 8
[9]   The simultaneous loss of Arx and Pax4 genes promotes a somatostatin-producing cell fate specification at the expense of the α- and β-cell lineages in the mouse endocrine pancreas [J].
Collombat, P ;
Hecksher-Sorensen, J ;
Broccoli, V ;
Krull, J ;
Ponte, I ;
Mundiger, T ;
Smith, J ;
Gruss, P ;
Serup, P ;
Mansouri, A .
DEVELOPMENT, 2005, 132 (13) :2969-2980
[10]   Opposing actions of Arx and Pax4 in endocrine pancreas development [J].
Collombat, P ;
Mansouri, A ;
Hecksher-Sorensen, J ;
Serup, P ;
Krull, J ;
Gradwohl, G ;
Gruss, P .
GENES & DEVELOPMENT, 2003, 17 (20) :2591-2603