INTRODUCTION
Neuroendocrine tumors (NETs) include a heterogeneous group of malignancies characterized by a relatively indolent rate of growth and a propensity to secrete a variety of hormones and biogenic amines. They arise from neuroendocrine cells, which are mainly located throughout the length of the gastroenteropancreatic (GEP) tract and the bronchopulmonary tree. The majority of NETs are sporadic, but they can also occur in the context of inherited familial syndromes, such as multiple endocrine neoplasia type 1 (MEN1), Von-Hippel Lindau syndrome, tuberous sclerosis and neurofibromatosis type 1, thus suggesting a causal role for genetic alterations during the tumorigenic process [ 1 ].
In recent years, a very heterogeneous picture of the genetic landscape of well-differentiated foregut, midgut and hindgut NETs has been depicted. Mutations of covalent histone modifiers including MEN1 , PSIP1 , SETD1B and members of the Polycomb complex have been observed in 40% of pulmonary carcinoids, and alterations in chromatin-remodeling genes have been described as sufficient to drive early steps in lung NET tumorigenesis [ 2 ]. In pancreatic NETs (pNETs), mutations of the epigenetic regulators MEN1 and DAXX/ATRX have been described in 44% and 43% of tumors respectively, while alterations of the mammalian target of rapamycin (mTOR) pathway have been found in 14% of the specimens [ 3 ]. Whole-genome and -exome sequencing has demonstrated that small bowel NETs are mutationally quiet, with a mutational burden of 0.1 somatic single nucleotide variants (SSNVs) per 10 5 nucleotides. Accordingly, recurrent mutations in the cyclin-dependent kinase inhibitor gene CDKN1B have been identified in only ~8% of tumors, in the absence of other obvious pathogenetic genomic alterations [ 4 ]. However, multiple epigenetic aberrations have been recently demonstrated in small bowel NETs, and their involvement in disease pathogenesis has been postulated [ 5 ]. Although patterns of gene mutations are highly diverse in NETs of different primary sites, classical oncogenes or tumor suppressors implicated in the development of many solid tumors (such as P53 , RB or KRAS ) do not appear to play a major role in the pathogenesis of any NETs [ 6 ]. In contrast, epigenetic dysregulation and/or alterations of the chromatin remodeling machinery seem to be a common element across different histologies. Thus, whether low-to-intermediate grade NETs are genetically-driven neoplasms or epigenetically-induced malignancies remains a legitimate though unanswered question.
Epigenetic modifications such as DNA methylation or histone acetylation, methylation and phosphorylation can cause heritable changes in gene expression without concomitant alterations in the genome of a cell. DNA methylation occurs primarily within the CpG islands located in the promoter regions and dictates the transcriptional potential of downstream target genes. Concomitantly, covalent histone modifications determine how DNA is packaged in nucleosomes, thus modulating the accessibility of underlying genes to transcription factors [ 7 ]. In addition, microRNAs (miRNAs), small single-stranded RNA molecules of ~19-22 nucleotides, regulate the gene expression at the post-transcriptional level, and have recently emerged as prominent epigenetic regulators [ 8 ]. Acting combinatorially, these mechanisms concur to determine the cellular phenotype, and there is increasing evidence that epigenetic aberrations are as relevant as gene mutations in the cancer pathogenesis (Figure 1 ) [ 9 ].

In this review, we provide an overview of the current knowledge on epigenetic changes in both hereditary and sporadic NETs of the GEP and bronchial tract, and focus on both diagnostic, prognostic and therapeutic implications that the NET epigenome profiling carries in the precision medicine era.
THE EPIGENETIC LANDSCAPE OF NETS
During the past decade, next-generation DNA and RNA sequencing methods have provided a more detailed picture of the epigenetic landscape of NETs. In particular, genome-wide approaches have contributed to define a molecular classification of these malignancies, thus paving the road for new diagnostic tools and innovative personalized therapies. Neuroendocrine lineage allocation is partly caused by progressive accumulation of complex layers of epigenetic modifications during the differentiation process from pluripotent endodermal cells [ 10 , 11 ]. Although phenotypic stability of the differentiated cell state is secured by the so called “epigenetic memory” (reviewed in [ 12 ]), heterogeneous epigenetic profiles have been shown in NETs of different primary sites, thus suggesting underlying difference in the tumorigenic process, microenvironment-driven modulation of epigenetic states, and/or their possible correlation with the biological aggressiveness of these diverse neoplasms.
Familial neuroendocrine syndromes
Genetic and clinical features of familial neuroendocrine syndromes are summarized in Table 1 . MEN1 is an autosomal-dominant syndrome characterized by tumors of the anterior pituitary, parathyroid glands and pancreaticoduodenal neuroendocrine cells, most commonly gastrinomas. It is caused by an inactivating mutation of the MEN1 gene, which encodes for menin, a nuclear protein implicated in cell division, genome stability, and transcription regulation via histone methylation. Up to 10% of patients with MEN1 syndrome may not harbor mutations in the coding regions of the MEN1 gene, but in the gene promoter or untranslated regions, challenging the genetic diagnosis [ 13 ]. As a constituent of a multiple protein complex displaying a histone H3 lysine 4 methyltransferase activity, MEN1 has a critical role in chromatin remodeling. In particular, MEN1 acts as either repressor or activator of gene transcription through interaction with a plethora of histone deacethylases (HDACs) and histone methyltransferases including PRMT5 and SUV39H1. Epigenetic silencing of the Hedgehog pathway, of the homeobox gene GBX2 as well as of the gastrin-encoding gene GAST has been reported downstream of MEN1 [ 14 – 16 ]. On the other hand, transcriptional activation of the HOX cluster ( HOXA9 , HOXC6 , and HOXC8 ) and cyclin-dependent kinase inhibitor ( CDKN1B , CDKN2C ) genes has been documented, but the biologic consequences on pNET tumorigenesis need to be clarified [ 17 – 19 ]. To elucidate the genome-wide transcriptional modifications induced by MEN1 through epigenetic remodeling in pancreatic islets, a recent study integrated gene expression profile analysis and histone H3 lysine 4 trimethylation (H3K4me3) mapping, and identified insulin-like growth factor 2 mRNA binding protein 2 ( IGF2BP2 ) gene as a target subjected to MEN1 dynamic regulation. IGF2BP2 interferes with IGF2 translation during the embryonic development, and its dysregulation upon MEN1 loss might play a role in pNET pathogenesis [ 20 ].
Table 1
Familial neuroendocrine syndromes: genetic and clinical features
| Syndrome | Causative gene | Gene location | Protein | GEP-NET type (penetrance) |
| MEN1 | MEN1 | 11q13 | Menin | Gastrinoma (40%) Non-functioning pNET (20%) Insulinoma (10%) Glucagonoma <1% VIPoma <1% Gastric carcinoid 10% |
| VHL syndrome | VHL | 3p25 | VHL | Non-functioning pNET (12-17%) |
| Tuberous sclerosis | TSC1 / TSC2 | 9q34/16p13 | Hamartin/tuberin | pNET (<5%) |
| NF1 | NF1 | 17q11.2 | Neurofibromin | Somatostatinoma (6%) |
In neurofibromatosis type 1 and tuberous sclerosis syndrome, epigenetic silencing of the wild-type NF1 or TSC2 genes has been proposed as a possible tumorigenic event, in accordance with the Knudson's two-hit hypothesis [ 21 , 22 ]. Although data in lung and GEP-NETs arising in the context of Von-Hippel Lindau syndrome (VHL) are lacking, there is evidence that mutations of multiple chromatin remodelers including the histone methyltransferase SETD2 and the histone demethylases UTX and JARID1C may contribute to the progression of VHL-associated clear renal cell carcinoma [ 23 ].
Pancreatic NETs
A number of studies have investigated the epigenetic changes possibly related to pNET pathogenesis and progression, and hypermethylation of the promoters of RASSF1 , CDKN2A , TIMP3 , MGMT , MLH1 and IGF2 genes has been reported (Table 2 ). Ras association domain family 1 ( RASSF1 ) is a tumor suppressor gene consisting of eight exons alternatively spliced to encode 8 protein isoforms, RASSF1A-H. RASSF1A is involved in microtubule stabilization, cell cycle regulation and induction of apoptosis [ 24 ], and the aberrant methylation of its promoter has been observed in 60-100% of pNETs [ 25 – 29 ]. Of interest, the transcription levels of RASSF1A are inversely correlated with the degree of gene methylation [ 30 ], and RASSF1A hypermethylation seems to predict pNET malignant features such as larger tumor diameter, nodal involvement and hepatic metastases [ 26 , 28 ]. Cyclin-dependent kinase inhibitor 2A ( CDKN2A ) encodes for the tumor suppressor protein p16, which concurs to regulate cell cycle progression by inhibition of the G1/S transition. In a study of 48 well-differentiated pNETs, hypermethylation of CDKN2A was observed in 40% of tumors and was significantly associated with decreased patient survival and early tumor recurrence after surgery [ 26 ]. Of note, CDKN2A hypermethylation seems to be a hallmark of gastrinomas, since it occurs in 52-62% of gastrinomas but only in 17% of insulinomas [ 31 – 33 ]. Loss of p16 as result of gene promoter methylation is not associated with disease stage or prognosis, thus suggesting its early occurrence in gastrinoma pathogenesis [ 31 , 32 ]. In vitro , reacquisition of p16 expression after treatment with the hypomethylating agent 5-aza-2′-deoxycytidine (decitabine) resulted in growth inhibition of pNET cells [ 34 ]. Methylation of the tumor suppressor tissue inhibitor of metalloproteinase-3 ( TIMP3 ) has been found in 8/18 (44%) samples of pNETs, and has been correlated with loss or reduction of protein expression. TIMP3 -negative tumors are at increased risk of lymph node and/or liver metastases, whereas they are apparently never associated with ectopic insulin production [ 35 ]. The suicide enzyme O 6 -methylguanine DNA methyltransferase (MGMT) repairs DNA by removing the O 6 -alkylguanine adducts, and its role in pNET chemoresistance to alkylating agents including temozolomide has been widely investigated, with controversial results [ 36 – 39 ]. Methylation in the promoter region of MGMT has been observed in up to 56% of pNETs, and only a partial concordance with protein expression has been demonstrated, thus suggesting the existence of various mechanisms of MGMT expression regulation in addition to transcriptional modulation [ 38 ]. Both MutL homolog 1 ( MLH1 ) and Insulin-like growth factor 2 ( IGF2 ) are frequently methylated in insulinomas, but not in other pNETs [ 40 , 41 ]. Accordingly, in a recent study investigating the DNA methylation level of 807 cancer-related genes in insulinomas, gastrinomas and non-functioning pNETs, DNA methylation patterns were found to be specific for each tumor subtype [ 42 ]. An overview of recurring epigenomic difference between insulinomas and other pNETs is provided in Figure 2 . Along with fundamental difference in the genetic background [ 3 , 43 ], epigenetic changes peculiar of insulinomas might contribute to determine their unique clinical behavior.
Table 2
Incomplete list of epigenetic changes in sporadic NETs by primary site
| NET primary site | Epigenetic alteration | Reference |
| Pancreas | Promoter hypermethylation: RASSF1A CDKN2A TIMP3 MGMT MLH1 IGF2 Axin-2, SFRPs CIMP positivity Histone modifications: Upregulation of histone H3K9me2 miRNA upregulation: miR-103, −107, −23a, −26b, −192, −342 miR-144/451 miRNA downregulation: miR-155 IncRNA downregulation: MEG3 | [ 27 – 31 ] [ 28 , 33 – 35 ] [ 37 ] [ 40 ] [ 42 ] [ 43 ] [ 46 ] [ 31 ] [ 46 ] [ 51 ] [ 52 ] [ 51 ] [ 53 ] |
| Small bowel | Promoter hypermethylation: RASSF1A TCEB3C THBS1, MGMT, p14, p16 LAMA3, SERPINB5, RANK Global hypomethylation Histone modifications: Upregulation of histone H1x Upregulation of H3K4diMe miRNA upregulation: miR-183, −488, - 19a+b miR-96, −182, −183, - 196a, 200a miRNA downregulation: miR-133a, −145, −146, −222, −10b miR-31, −129-5p, 133a, −215 | [ 54 ] [ 58 ] [ 59 ] [ 5 ] [ 61 , 63 ] [ 64 ] [ 65 ] [ 66 ] [ 67 ] [ 66 ] [ 67 ] |
| Lung | Promoter hypermethylation: RASSF1A P15INK4b Histone modifications: Downregulation of H4KM20 and H4KA16 miRNA upregulation: miR-129, −323-3p, −487b, −410, −369-3p, 376a miRNA downregulation: miR-203, −224, −155, −302, −34b, −181b, −193a, −5p, −34b | [ 69 ] [ 70 ] [ 73 ] [ 74 ] [ 74 ] |

Hyperactivation of the Wnt/β-catenin signaling contributes to the pathogenesis and progression of pNETs. Although mutations of β-catenin or Wnt antagonists such as APC are rare, epigenetic silencing of Wnt inhibitors including Axin-2 , secreted Frizzled-related proteins ( SFRPs ), Wnt inhibitory factor-1 ( WIF-1 ) and DICKKOPFs ( DKKs ) has been reported in pNET cell lines. In particular, while silencing of SFRPs and Axin-2 was related to the promoter methylation, downregulation of WIF-1 , DKK-1 and DKK-3 was caused by repressive histone modifications leading to increased H3K9me2 presence at promoter level. Interestingly, treatment with decitabine was able to restore the expression of these genes, resulting in tumor suppressor functions both in vitro and in vivo [ 44 ].
Tumors that are characterized by frequent promoter methylation of tumor suppressor genes harbor the so called CpG island methylator phenotype (CIMP). CIMP positivity has been observed in 83% of pNETs versus 66% of extra-pancreatic NETs, and is apparently correlated with high proliferation index (Ki-67 > 10%) and poor prognosis, at least based on descriptive survival analyses [ 29 ]. In a study of 56 low-to-intermediate grade pNETs, methylation-sensitive multiple ligation-dependent probe amplification and long-interspersed nucleotide element-1 (LINE-1) analysis were used to assess tumor hypermethylation and hypomethylation status respectively. Futhermore, unsupervised hierarchical clustering allowed to separate a group of pNETs lacking both hyper- and hypomethylation features, a group characterized by moderate promoter hypermethylation as well as LINE-1 hypomethylation, and a highly hypermethylated group. The highly hypermethylated tumor phenotype predicts unfavorable disease progression, and is apparently associated with stage IV [ 29 , 45 ].
Recently, a genome-wide DNA methylation study has been performed to assess the epigenetic consequences of DAXX/ATRX loss in pNETs. Alterations in the DNA methylation profile were more profound in DAXX-negative pNETs rather than in ATRX-negative or DAXX/ATRX-positive tumors, suggesting that the deficiency of DAXX, but not ATRX, drives genome-wide methylation changes leading to pNET formation [ 46 ]. DAXX and ATRX exert multiple functions including chromatin remodeling during heterochromatin assembly at repetitive guanine-rich regions, where they are required for incorporation of the histone variant H3.3 [ 47 ]. Mutations of DAXX or ATRX are mutually exclusive, and result in nuclear protein loss with consequent activation of the alternative lengthening of telomeres (ALT) pathway, a mechanism of telomerase-independent telomere maintenance. This eventually leads to chromosomal instability (CIN), tumor heterogeneity and metastases [ 48 ]. Histone modifications have been poorly studied in pNETs. However, the recurrent mutations of MEN1 in sporadic pNETs suggest covalent histone changes as possible drivers of disease pathogenesis.
Studies of miRNAs in pNETs are scarse. In a series of pancreatic cancers and normal tissue, overexpression of miR-103 and miR-107 with concurrent miR-155 downregulation was distinctive of tumors, but did not separate pNETs from pancreatic acinar carcinomas. As compared with non-functioning pNETs, insulinomas were enriched in miR-204 [ 49 ]. In another study, a peculiar miRNA expression profile was shown to distinguish between insulinomas and normal pancreatic islets, and the miRNA cluster miR-144/451 was found to promote NET cell proliferation through suppression of the PTEN/AKT pathway [ 50 ]. Long non-coding RNAs (IncRNAs) have been implicated in pNET pathogenesis downstream of MEN1 biallelic inactivation. In particular, the IncRNA maternally expressed gene 3 ( MEG3 ) is downregulated in pNETs, thus leading to the overexpression of its target protooncogene c-Met and consequently increased cell proliferation [ 51 ].
Small bowel NETs
Similarly to pNETs, downregulation of RASSF1A as result of gene promoter methylation has been implicated in the progression of small bowel carcinoid tumors. In a study of 33 small bowel NETs and matched metastases, methylation levels of RASSF1A and CTNNB1 , the gene encoding β-catenin, were significantly higher in metastatic tissue as compared with primaries. Of interest, both genes were unmethylated in an additional cohort of 6 nonmetastatic appendiceal carcinoids, thus suggesting that methylation of these genes is required for metastasis development [ 52 ]. More recently, increased methylation and consequent transcriptional repression of RASSF1A , but not CTNNB1 , has been shown in metastases rather than small bowel primary NETs. Notably, low expression of RASSF1A significantly predicted poor survival and was associated with loss of chromosome 16q. In vitro , treatment with decitabine resulted in restored expression of RASSF1A in NET cell lines [ 53 ].
DNA methyltransferases (DNMTs) are the enzymes primarily responsible for DNA methylation. In particular, while DNMT1 maintains genome methylation during cellular replication, DNMT3a and DNMT3b act as de novo methyltransferases [ 54 ]. In a series of 63 foregut, midgut and hindgut GEP-NETs, DNMT1, 3a and 3b were expressed in 87%, 81% and 75% of samples respectively, and their expression was significantly higher in stage IV tumors. Of interest, DNMT3a and 3b were significantly down-regulated in midgut tumors relative to the foregut or hindgut NETs [ 55 ], thus suggesting that distinct epigenetic alterations characterize these diverse entities. Transcription Elongation Factor B Polypeptide 3C ( TCEB3C ) encodes for Elongin A3, which interacts with Elongin BC thus increasing the RNA polymerase II transcription elongation potential. TCEB3C is the only known imprinted gene on chromosome 18, and frequent loss of chromosome 18 has been reported in small bowel NETs. Epigenetic repression of TCEB3C has been recently observed in midgut carcinoids, and is apparently related to both DNA and histone methylation. Both decitabine, a demethylating agent, and the histone methyltransferase inhibitor 3-deazaneplanocin A and DNMT1 silencing via siRNA induced TCEB3C expression, thus leading to decreased carcinoid cell survival [ 56 ]. Using a candidate gene-driven approach, Chan et al . demonstrated that p14 , p16 , thrombospondin 1 ( THBS1 ) and MGMT were selectively hypermethylated in midgut carcinoids when compared with the adjoining normal mucosa. CpG island methylation of p16 also correlated with patient age and metastatic status [ 57 ]. CIMP positivity has been demonstrated in up to 29% of well-differentiated foregut and midgut NETs, and did not affect patient survival [ 29 ].
Although its importance is often underestimated as compared with the hypermethylation of the promoter of tumor-suppressor genes, global hypomethylation is a key epigenetic feature of human tumors. It refers to the methylation levels of DNA repeat elements such as short interspersed (Alu) and long interspersed nucleotide elements (LINE-1), which constitute approximately half of the genome, and is correlated with chromosomal instability and increased tumor mutation rate [ 58 ]. Contrasting results have been reported so far regarding the global methylation pattern of small bowel carcinoids. By LINE-1 and Alu methylation analyses, intestinal NETs were shown to be hypomethylated as compared with normal tissue, and this feature was more prevalent in ileal carcinoids rather than in other NETs, and was associated with lymph node metastases [ 59 ]. However, in a subsequent study, hypomethylation was more marked in pNETs, while NETs metastatic to lymph nodes were less frequently hypomethylated than nonmetastatic tumors [ 60 ]. More recently, Fotouhi et al . observed significantly lower methylation levels in small bowel carcinoids when compared to normal ileum, as well as in distant metastases rather than in primary tumors. Global hypomethylation was also associated with chromosome 18 loss [ 53 ]. In an attempt to define the epigenetic changes that take place during metastatic progression, the methylation profile of 10 small intestine NETs and 10 matched lymph node metastases has been recently compared. Overall, hypomethylation was more pronounced in metastatic tissue, and a large number of genes regulating cell growth, apoptosis, proliferation and metastasis formation were found to be differentially methylated between primaries and metastases. However, definite conclusions were hindered by the small sample size of the study [ 61 ].
In a large-scale multilocus analysis of DNA methylation patterns, two distinct groups of small intestine NETs were identified based on their DNA global methylation profile. Of interest, these two groups did not show any histological differences, including proliferation index, and were not associated with other known prognostic factors, thus suggesting possible pathogenetic differences lacking relevant consequences on tumor behavior [ 42 ]. Recently, Karpathakis et al . [ 5 ] have characterized 97 small bowel NETs by genetic, epigenetic and transcriptional profiling, and identified three subgroups of tumors by integrated molecular analysis. The largest group of NETs was defined by chromosome 18 loss of heterozygosity, and was associated with CDKN1B mutations and CIMP negativity. Patients of this subgroup had the most favorable progression-free survival (PFS) after resection and presented at an older age, thus suggesting a less aggressive tumor phenotype. On the other hand, a second subgroup was characterized by the absence of arm-level copy number variations (CNVs), a high level of CIMP and an intermediate PFS, while the third subgroup was defined by multiple CNVs, younger age at onset and dismal PFS. Overall, up to 85% of small bowel carcinoids harbored epimutations, and 21 epigenetically silenced genes were identified. Among those, there were genes located on chromosome 18 such as laminin alpha 3 ( LAMA3 ), serpin peptidase inhibitor clade B member 5 ( SERPINB5 ) and receptor activator of nuclear factor-κB ( RANK ). Because of the frequent LOH of chromosome 18 in small intestine NETs, epigenetic dysregulation of these genes has been proposed as the “second hit” capable to drive the tumorigenic process.
Studies on histone modifications in small bowel NETs are limited. Overexpression of histone variant H1x in gastrointestinal NETs seems to reflect its abundance in normal neuroendocrine cells, and might be useful for differential diagnosis in equivocal cases [ 62 ]. In 16 small intestine NETs, high levels of dimethylation of histone H3 at lysine 4 (H3K4diMe) have been observed, but further studies are needed to define the molecular implications of this finding in NET pathogenesis [ 63 ].
Small bowel NET progression is apparently characterized by a differential pattern of miRNA expression. In a study of 8 ileal carcinoid tumors, miR-183, −488, and 19a+b were up-regulated while miR-133a, −145, 146, −222 and −10b were down-regulated in metastatic tissue with respect to primary tumors [ 64 ]. In a subsequent study, 24 small intestinal NETs at different stages were profiled in their miRNA expression, and up-regulation of miR-96, −182, −183, −196a and 200a as well as down-regulation of miR-31, −129-5p, −133a and −215 were reported during tumor progression [ 65 ]. Up-regulation of miR-183 and down-regulation of miR-133a in both studies makes these miRNAs appealing targets for future investigations. Moreover, recent evidence suggests that miR-129-5p may have an anti-proliferative and anti-metastatic effect in midgut carcinoid tumors, and that its down-regulation during tumor progression might affect factors involved in RNA binding and nucleotide metabolism such as EGR1 and G3BP1 [ 66 ].
Lung NETs
Chromatin remodeling and epigenetic dysregulation have been depicted as key events in the pathogenesis of pulmonary carcinoids. A recently published whole-genome/exome sequencing study of 69 lung NETs demonstrated mutually exclusive mutations of histone covalent modifiers in 40% of the samples. Among these genes, there were the menin-binding protein PSIP1 , the histone methyltransferases SETD1B , SETDB1 and NSD1 , the histone demethylases KDM4A , PHF8 and JMJD1C , as well as members of the Polycomb repressive histone H3K27 methyltransferase complexes CBX6 , EZH1 and YY1 . Numerous mutations were also found in ATP-dependent chromatin remodeling SWI/SNF complex members including ARID1 , ARID2 , SMARCA1 , SMARCA2 , SMARCA4 , SMARCC2 , SMARCB1 and BCL11A . Given the almost universal absence of other cancer-related mutations, alteration of chromatin-remodeling pathways is apparently sufficient to drive early steps of lung NET tumorigenesis [ 2 ].
As previously reported for pNETs and small bowel carcinoids, RASSF1 promoter hypermethylation is a frequent event in low-to intermediate grade lung NETs. Of interest, the degree of promoter methylation was associated with tumor grade, while there was a non-linear correlation between levels of methylation and RASSF1 mRNA or protein content, thus suggesting that other transcriptional or post-transcriptional events may concur in its regulation [ 67 ]. In a series of 5 low-grade and 15 high-grade lung NETs, aberrant methylation at the 5′-region of the p15INK4b gene was observed in 15% of tumors, but not in normal bronchial tissue. p15INK4b encodes for a cyclin-dependent kinase inhibitor, and has recently emerged as a possible regulator of tumorigenesis via cell cycle dysregulation [ 68 ]. The protein arginine methyltransferase-5 (PRMT5) is a chromatin-modifying enzyme, and is overexpressed in bronchial NETs. In particular, nuclear overexpression of PRMT5 was negatively associated with tumor grade, thus reflecting potential differences in the epigenetic control of oncogenesis of low- and high-grade lung NETs [ 69 ]. Consistently with this hypothesis, expression levels of the histone methyltransferase enhancer of zeste homolog 2 ( EZH2 ) have been shown to inversely correlate with tumor grade in lung NETs [ 70 ].
Comprehensive analyses of histone modifications in bronchial carcinoids are lacking. In a study of 32 lung NETs, histone H4 acetylation at lysine 16 (H4KA16) and trimethylation at lysine 20 (H4KM20) were studied. As in other cancers, a progressive loss of H4KM20 and H4KA16 was observed during progression from normal bronchiolar epithelium to low grade tumors and then to high-grade carcinomas. The biological implications underlying this finding need to be clarified [ 71 ].
Several studies have recently profiled the expression of miRNAs in pulmonary carcinoids, reporting differences between normal lung tissue and tumor, low- and high-grade bronchial NETs as well as localized and metastatic disease [ 72 – 75 ]. Among recurrently deregulated miRNAs in pulmonary carcinoids, miR-21, miR-155 and miR-129-5p were already identified as possible regulators of pNET or midgut NET pathogenesis, thus suggesting their pivotal role in NET oncogenesis and progression.
CLINICAL ONCOEPIGENOMICS OF NETS IN THE PRECISION MEDICINE ERA
Precision medicine refers to individualized prevention and treatment of diseases based on their underlying molecular causes, and carries the promise of coupling established clinical-pathological parameters with state-of-the-art molecular profiling to create diagnostic, prognostic and therapeutic strategies tailored to each patient's requirements. Data from the Human Genome Project and the global diffusion of next-generation sequencing technologies have dramatically advanced the practice of personalized medicine, and many cancers are currently treated using agents targeting underlying aberrant genomic changes [ 76 ].
The genomic landscape of NETs has been decoded only very recently, and the clinical relevance of peculiar mutational profiles is still under investigation. However, no genetic signature can be used for treatment tailoring in NET patients at present, even when driver mutations affect the signaling pathways targeted by currently approved drugs. While genetic features of different site NETs are extremely heterogeneous, a limited number of pathways seem to have a role in their pathogenesis, as demonstrated by the almost universal efficacy of somatostatin analogs and mTOR inhibition in these tumors [ 77 , 78 ]. Since disruption of the epigenetic machinery is common to all NETs, a possible molecular reunification of such a diverse disease can be envisaged, thus explaining their similar response to several therapeutic agents. Although the NET epigenome characterization is still in its infancy, epigenetic profiles have already demonstrated clinical utility for the diagnosis and prognosis of NETs, and might pave the way to new personalized therapeutic strategies.
Epigenetic profiles in NET diagnosis and prognosis
A whole-genome DNA methylation analysis of 12 normal lung tissue samples and 124 lung tumors has recently identified five DNA methylation subgroups. Of note, one epitype was distinctly associated with neuroendocrine differentiation [ 79 ]. Similarly, small bowel carcinoids and distinct pNET subtypes have been shown to harbor peculiar DNA methylation patterns [ 42 ]. Discrimination of the various subtypes of pulmonary NETs via miRNA profiling has been demonstrated to be feasible [ 80 ]. Recently, an integrated multi-omics data analysis has assessed the transcriptomic (mRNA and miRNA), mutatomic (selected mutations) and metabolomic profile of pNETs, identifying three distinctive molecular subtypes. While the islet/insulinoma tumor (IT) subtype was characterized by low grade and low metastatic potential, the metastasis-like primary (MLP) subtype displayed high proliferative activity, a clinically aggressive behavior and a gene expression profile consistent with epithelial-to-mesenchymal transition (EMT). On the other hand, the MEN1-like/intermediate subtype was enriched in MEN1 mutations, and showed moderate metastatic potential. Although validation studies are needed, this seminal molecular classification of pNETs shows promising clinical applicability, potentially leading to a better therapeutic planning [ 81 ]. Observations from our group are also in line with this classification. In fact, we have previously reported that osteotropic NETs overactivate EMT, while being characterized by very dismal prognosis [ 82 ]. Given the apparent pivotal role of CXCR4 in inducing EMT and metastases in NETs (manuscript submitted), and the robust epigenetic regulation of the CXCL12/CXCR4 axis in cancer [ 83 ], future work should determine if complex NET epigenetic profiles and resulting patterns of biologic malignancy as well as clinical outcomes may be recapitulated, at least in part, by CXCR4 expression.
A multianalyte whole blood RNA multigene signature has been developed to predict NET activity. Interestingly, among the omic clusters capable of differentiating disease activity (stable versus progressive disease), there was the epigenome [ 84 ]. Future studies should assess if the epigenomic profiling per se may serve as a predictive biomarker for treatment tailoring in NET patients. In this context, the epigenetic silencing of MGMT has been described as predictive of response to alkylating agents in pNETs [ 38 , 39 ], but prospective validation is still lacking. The prospective randomized trial NCT01824875 , investigating temozolomide alone or in combination with capecitabine in pNET patients, incorporates MGMT promoter methylation testing, and may therefore provide further insight on this topic.
Epigenetic clustering has shown prognostic relevance in GEP-NETs, while studies in bronchial carcinoids are lacking. In low-to-intermediate pNETs, the combination of DNA global hypomethylation and cluster gene hypermethylation significantly predicted patient outcomes in multivariable analysis [ 45 ]. In addition, high expression of miR-196a is apparently associated with decreased overall survival (OS) and disease-free survival (DFS) in pNET patients [ 85 ]. As described above, the CIMP status has demonstrated prognostic relevance in small bowel NETs, with a substantial impact on patient PFS [ 5 ].
Epigenetic therapy of NETs
Since alterations of the chromatin remodeling machinery seem to be major drivers of NET development, epigenetic agents such as DNMT antagonists or HDAC inhibitors may be effective for patients with NETs. Moreover, in contrast to DNA mutations, DNA methylation and histone modifications are reversible and seem to be a feature defining cancer stem cells [ 86 ], thus representing an appealing therapeutic target in cancer. An overview of the epigenetic agents currently approved by FDA for cancer patients, their mechanism of action and clinical indications is provided in Table 3 .
Table 3
Approved epigenetic agents in the treatment of cancer in Europe and North America
| Drug | Mechanism of action | Approved indications | First FDA approval |
| Azacitidine | Inhibition of DNA methyltransferases | Myelodysplastic syndromes (FDA, EMA) Acute myeloid leukemia (EMA) Chronic myelomonocytic leukemia (EMA) | 2004 |
| Decitabine | Inhibition of DNA methyltransferases | Myelodysplastic syndromes (FDA) Acute myeloid leukemia (EMA) | 2006 |
| Vorinostat | Inhibition of histone deacetylases (class I and II) | Cutaneous T-cell lymphoma (FDA, EMA) | 2006 |
| Romidepsin | Inhibition of histone deacetylases (1,2,4,6) | Cutaneous T-cell lymphoma (FDA) | 2009 |
| Belinostat | Inhibition of histone deacetylases (class I, II and IV) | Peripheral T-cell lymphoma (FDA) | 2014 |
| Panobinostat | Inhibition of histone deacetylases (class I and II) | Multiple myeloma (FDA, EMA) | 2015 |
The efficacy of DNMT inhibitors in NETs has been tested only in vitro thus far. Azacytidine caused a dose-dependent reduction of the proliferation of CNDT2.5, H727 and BON1 cell lines [ 87 ]. Similarly, the demethylating agent decitabine showed antiproliferative effects on QGP1 pNET cells, possibly as result of the restoration of multiple genes silenced by pathogenetic de novo methylation. In particular, after treatment with the drug, tumor cells expressed a differential pattern of genes involved in proliferation, apoptosis and metastases [ 34 ]. Decitabine was also able to restore the expression of RASSF1A in bronchial NET cell lines [ 52 ].
HDAC inhibitors such as trichostatin A, sodium butyrate and entinostat have been tested on pNET cell lines, and caused a dose-dependent inhibition of proliferation, cell cycle arrest and apoptosis. No synergistic effects were noted after combination with somatostatin or octreotide [ 88 ]. The antiproliferative effects of valproic acid (VPA) as a class I and IIa HDAC inhibitor have been extensively investigated in NETs. The drug is able to induce a dose-dependent growth inhibition of NET cells of pancreatic and intestinal origin in vitro through activation of both intrinsic and extrinsic apoptosis. Of note, expression of up to 20% of protein-coding genes was significantly modified by VPA in NET cell lines, leading to major alterations in key regulatory pathways including the signaling of p53, TGFβ1 and MYC [ 89 ]. VPA has also been demonstrated to up-regulate Notch1 and somatostatin receptor subtype 2 (SSTR2). While activation of Notch1 is able per se to suppress NET tumor growth and is associated with reduction of NET tumor markers [ 90 , 91 ], SSTR2 up-regulation has been used to synergistically increase the cytotoxicity of a SSTR-targeting camptothecin-somatostatin conjugate [ 92 ]. Concurrent activation of the Notch1 pathway and inhibition of the GSK3β signaling by combination of VPA and lithium has been reported to suppress NET cell proliferation, while decreasing CgA production [ 93 ].
Early evidence showed that VPA exerts antisecretory effects in NETs, significantly decreasing the plasma concentration of somatostatin in a single patient with somatostatinoma [ 94 ]. In a pilot phase II study of eight patients with low-grade pNETs or midgut carcinoids, VPA at 500 mg daily induced an unconfirmed partial response and disease stabilization in one and four subjects respectively. Of note, Notch1 upregulation following treatment was apparently associated with better outcomes [ 95 ]. The HDAC inhibitor depsipeptide has been investigated in a phase II study of 15 patients with metastatic NETs. The trial has been prematurely discontinued due to an unexpected rate of severe cardiac toxicities, including a fatal ventricular arrhythmia [ 96 ]. In a single arm phase II study of 15 patients with GEP-NETs, panobinostat was associated with a 90% rate of disease stabilization and a median PFS of 11.8 months. The trial was stopped at interim analysis due to lack of objective responses [ 97 ]. However, it should be noted that response rate is currently not considered an optimal endpoint for NET clinical trials [ 98 ]. The DNA methylation and deacetylation inhibitor RRx-001 has recently demonstrated to inhibit hormone release in a single patient with carcinoid syndrome, leading to rapid symptom reversal and improved quality of life [ 99 ]. However, future studies are needed to confirm this observation.
Modulators of H3K4me3 demethylases of the KDM5 family are currently being developed, and have already shown significant antitumor activity in murine models of MEN1 knock-out pNETs [ 20 ]. Inhibition of KDM5 proteins could be an attractive future strategy in NET patients, and MEN1 deficiency might be envisaged as a potential predictor of response. Although preclinical evidence of efficacy for epigenetic agents in NETs is promising, no significant benefit has been demonstrated so far by clinical trials. However, as a possible explanation for this lack of efficacy, it should be noted that these studies were carried out using HDACi, while the preclinical investigations of epigenetic agents in NETs have prevalently used demethylating agents. The only epigenetic modulator still under clinical investigation is belinostat, which is currently being trialled in combination with cisplatin and etoposide, in patients with advanced neuroendocrine carcinomas ( https://clinicaltrials.gov/ct2/show/study/NCT00926640?term = nct00926640&rank = 1 ).
CONCLUSIONS AND FUTURE PERSPECTIVES
Since commonly mutated oncogenes play little or no pathogenetic role in NETs, epigenetic alterations are likely to be major determinants of NET tumorigenesis. However, whether the observed modifications of DNA packaging are driver or passenger events, and their position and role in the evolutionary tree of NETs still remains to be clarified. Recently, several studies have compared the genomic make-up of NET cell lines to the genetic signature of primary NETs, demonstrating striking differences in the rates and patterns of mutations [ 100 , 101 ]. Future work is needed to assess the degree of overlap between the epigenetic landscape of NET cell lines and correspondent patient tumors. In the meanwhile, the results from experiments with NET cell lines should be interpreted with caution, and direct clinical extrapolation should be avoided.
Although profiles of the epigenome of NETs have been already proposed, results need to be validated in larger studies. The identification of molecularly different NET subtypes might have a dramatic impact on clinical practice, potentially leading to new diagnostic classification, prognostic stratification and innovative clinical trials. While precision medicine has thus far led to the “explosion” of each form of cancer in multiple distinct diseases, the common epigenetic changes seen in a wide spectrum of NETs have the potential of re-unifying such diverse clinical entities. Future investigations should verify if the epigenetic fingerprinting of NETs might provide better clinical classification/prognostic stratification than site of disease or grade. No biomarker-driven clinical trials of epidrugs have been carried out in NETs so far, thus possibly explaining the observed lack of significant efficacy with these agents. Similarly to studies of therapeutics targeting discrete genomic mutations, innovative basket trials testing epigenetic drugs should ideally include molecularly defined subpopulations of NET patients, thus paving the way to studies dedicated to emerging homogeneous epitypes of NET patients.
Since NETs originate from neuroendocrine cells, studies of epigenetic profiling should be carried out with appropriate control tissue. This might be a potential drawback for a precise characterization of small bowel or bronchial carcinoids, but innovative methods for single-cell genome-wide epigenomic analyses are now on the horizon [ 102 ]. Recent evidence [ 103 , 104 ] suggests that epidrugs stimulate the expression of benign retroviruses inserted in the genome of all human cells, including tumor cells. As result, a “viral mimicry” phenomenon and its beneficial effects on tumor immunogenicity have been described, thus providing a rationale for possible combination studies in NETs with epidrugs and immune checkpoint inhibitors such as nivolumab or ipilimumab [ 105 ]. Impressive progress has been made in our understanding of NET pathogenesis in recent years, and the recognition of pivotal pathways of tumorigenesis has led to the approval of new targeted therapies for NET patients. Outstanding bench to bedside and back work is now again needed to further move from NET treatment to NET cure.
This work was supported by a grant from the Italian Association for Cancer Research (AIRC, IG17536) and by the “Oncogenomic Project” from the Apulia Region, 2015.
CONFLICTS OF INTEREST
The Authors declare no affiliation with industries or organizations with a financial interest, direct or indirect, that may affect the conduct or reporting of the work submitted.
REFERENCES
1 Cives M Strosberg J An update on gastroenteropancreatic neuroendocrine tumors Oncology (Williston Park) 2014 28 749 756 25224471
2 Fernandez-Cuesta L Peifer M Lu X Sun R Ozreti L Seidel D Zander T Leenders F George J Müller C Dahmen I Pinther B Bosco G Frequent mutations in chromatin- remodelling genes in pulmonary carcinoids Nat Commun 2014 5 3518 10.1038/ncomms4518 24670920 PMC4132974
3 Jiao Y Shi C Edil BH de Wilde RF Klimstra DS Maitra A Schulick RD Tang LH Wolfgang CL Choti MA Velculescu VE Diaz LA Jr Vogelstein B Kinzler KW Hruban RH Papadopoulos N DAXX/ATRX MEN1 and mTOR pathway genes are frequently altered in pancreatic neuroendocrine tumors Science 2011 331 1199 203 10.1126/science.1200609 21252315 PMC3144496
4 Francis JM Kiezun A Ramos AH Serra S Pedamallu CS Qian ZR Banck MS Kanwar R Kulkarni AA Karpathakis A Manzo V Contractor T Philips J Somatic mutation of CDKN1B in small intestine neuroendocrine tumors Nat Genet 2013 45 1483 6 10.1038/ng.2821 24185511 PMC4239432
5 Karpathakis A Dibra H Pipinikas C Feber A Morris T Francis J Oukrif D Mandair D Pericleous M Mohmaduvesh M Serra S Ogunbiyi O Novelli M Prognostic Impact of Novel Molecular Subtypes of Small Intestinal Neuroendocrine Tumor Clin Cancer Res 2016 22 250 8 10.1158/1078-0432.CCR-15-0373 26169971
6 Karpathakis A Dibra H Thirlwell C Neuroendocrine tumours: cracking the epigenetic code Endocr Relat Cancer 2013 20 R65 82 10.1530/ERC-12-0338 23429748
7 Du J Johnson LM Jacobsen SE Patel DJ DNA methylation pathways and their crosstalk with histone methylation Nat Rev Mol Cell Biol 2015 16 519 32 10.1038/nrm4043 26296162 PMC4672940
8 Lin S Gregory RI MicroRNA biogenesis pathways in cancer Nat Rev Cancer 2015 15 321 33 10.1038/nrc3932 25998712 PMC4859809
9 Graham JS Kaye SB Brown R The promises and pitfalls of epigenetic therapies in solid tumours Eur J Cancer 2009 45 1129 36 10.1016/j.ejca.2009.01.003 19211243
10 Rosai J The origin of neuroendocrine tumors and the neural crest saga Mod Pathol 2011 24 Suppl 2 S53 57 10.1038/modpathol.2010.166 21455201
11 Xie W Schultz MD Lister R Hou Z Rajagopal N Ray P Whitaker JW Tian S Hawkins RD Leung D Yang H Wang T Lee AY Epigenomic analysis of multilineage differentiation of human embryonic stem cells Cell 2013 153 1134 48 10.1016/j.cell.2013.04.022 23664764 PMC3786220
12 D'Urso A Brickner JH Mechanisms of epigenetic memory Trends Genet 2014 30 230 6 10.1016/j.tig.2014.04.004 24780085 PMC4072033
13 Thakker RV Multiple endocrine neoplasia type 1 (MEN1) and type 4 (MEN4) Mol Cell Endocrinol 2014 386 2 15 10.1016/j.mce.2013.08.002 23933118 PMC4082531
14 Yang YJ Song TY Park J Lee J Lim J Jang H Kim YN Yang JH Song Y Choi A Lee HY Jo CH Han JW Kim ST Youn HD Cho EJ Menin mediates epigenetic regulation via histone H3 lysine 9 methylation Cell Death Dis 2013 4 e583 10.1038/cddis.2013.98 23579270 PMC3668625
15 Gurung B Feng Z Iwamoto DV Thiel A Jin G Fan CM Ng JM Curran T Hua X Menin epigenetically represses Hedgehog signaling in MEN1 tumor syndrome Cancer Res 2013 73 2650 8 10.1158/0008-5472.CAN-12-3158 23580576 PMC4100916
16 Kim H Lee JE Cho EJ Liu JO Youn HD Menin a tumor suppressor represses JunD-mediated transcriptional activity by association with an mSin3A-histone deacetylase complex Cancer Res 2003 63 6135 9 14559791
17 Hughes CM Rozenblatt-Rosen O Milne TA Copeland TD Levine SS Lee JC Hayes DN Shanmugam KS Bhattacharjee A Biondi CA Kay GF Hayward NK Hess JL Meyerson M Menin associates with a trithorax family histone methyltransferase complex and with the hoxc8 locus Mol Cell 2004 13 587 97 14992727 10.1016/s1097-2765(04)00081-4
18 Yokoyama A Wang Z Wysocka J Sanyal M Aufiero DJ Kitabayashi I Herr W Cleary ML Leukemia proto-oncoprotein MLL forms a SET1-like histone methyltransferase complex with menin to regulate Hox gene expression Mol Cell Biol 2004 24 5639 49 10.1128/MCB.24.13.5639-5649.2004 15199122 PMC480881
19 Milne TA Hughes CM Lloyd R Yang Z Rozenblatt-Rosen O Dou Y Schnepp RW Krankel C Livolsi VA Gibbs D Hua X Roeder RG Meyerson M Hess JL Menin and MLL cooperatively regulate expression of cyclin- dependent kinase inhibitors Proc Natl Acad Sci U S A 2005 102 749 54 10.1073/pnas.0408836102 15640349 PMC545577
20 Lin W Watanabe H Peng S Francis JM Kaplan N Pedamallu CS Ramachandran A Agoston A Bass AJ Meyerson M Dynamic epigenetic regulation by menin during pancreatic islet tumor formation Mol Cancer Res 2015 13 689 98 10.1158/1541-7786.MCR-14-0457 25537453
21 Perren A Wiesli P Schmid S Montani M Schmitt A Schmid C Moch H Komminoth P Pancreatic endocrine tumors are a rare manifestation of the neurofibromatosis type 1 phenotype: molecular analysis of a malignant insulinoma in a NF-1 patient Am J Surg Pathol 2006 30 1047 51 16861979 10.1097/00000478-200608000-00018
22 Lesma E Ancona S Sirchia SM Orpianesi E Grande V Colapietro P Chiaramonte E Di Giulio AM Gorio A TSC2 epigenetic defect in primary LAM cells Evidence of an anchorage-independent survival. J Cell Mol Med 2014 18 766 79 10.1111/jcmm.12237 24606538 PMC4119383
23 Robinson CM Ohh M The multifaceted von Hippel-Lindau tumour suppressor protein FEBS Lett 2014 588 2704 11 10.1016/j.febslet.2014.02.026 24583008
24 Gordon M El-Kalla M Baksh S RASSF1 Polymorphisms in Cancer Mol Biol Int 2012 2012 365213 10.1155/2012/365213 22701175 PMC3371342
25 Dammann R Schagdarsurengin U Liu L Otto N Gimm O Dralle H Boehm BO Pfeifer GP Hoang-Vu C Frequent RASSF1A promoter hypermethylation and K-ras mutations in pancreatic carcinoma Oncogene 2003 22 3806 12 12802288 10.1038/sj.onc.1206582
26 House MG Herman JG Guo MZ Hooker CM Schulick RD Lillemoe KD Cameron JL Hruban RH Maitra A Yeo CJ Aberrant hypermethylation of tumor suppressor genes in pancreatic endocrine neoplasms Ann Surg 2003 238 423 31 14501508 10.1097/01.sla.0000086659.49569.9e PMC1422710
27 Pizzi S Azzoni C Bottarelli L Campanini N D'Adda T Pasquali C Rossi G Rindi G Bordi C RASSF1A promoter methylation and 3p21 3 loss of heterozygosity are features of foregut but not midgut and hindgut malignant endocrine tumours J Pathol 2005 206 409 16 15887288 10.1002/path.1784
28 Liu L Broaddus RR Yao JC Xie S White JA Wu TT Hamilton SR Rashid A Epigenetic alterations in neuroendocrine tumors: methylation of RAS-association domain family 1 isoform A and p16 genes are associated with metastasis Mod Pathol 2005 18 1632 40 16258509 10.1038/modpathol.3800490
29 Arnold CN Sosnowski A Schmitt-Gräff A Arnold R Blum HE Analysis of molecular pathways in sporadic neuroendocrine tumors of the gastro-entero-pancreatic system Int J Cancer 2007 120 2157 64 17278096 10.1002/ijc.22569
30 Malpeli G Amato E Dandrea M Fumagalli C Debattisti V Boninsegna L Pelosi G Falconi M Scarpa A Methylation- associated down-regulation of RASSF1A and up-regulation of RASSF1C in pancreatic endocrine tumors BMC Cancer 2011 11 351 10.1186/1471-2407-11-351 21838870 PMC3170651
31 Serrano J Goebel SU Peghini PL Lubensky IA Gibril F Jensen RT Alterations in the p16INK4a/CDKN2A tumor suppressor gene in gastrinomas J Clin Endocrinol Metab 2000 85 4146 56 11095446 10.1210/jcem.85.11.6970
32 de Wilde RF Heaphy CM Maitra A Meeker AK Edil BH Wolfgang CL Ellison TA Schulick RD Molenaar IQ Valk GD Vriens MR Borel Rinkes IH Offerhaus GJ Loss of ATRX or DAXX expression and concomitant acquisition of the alternative lengthening of telomeres phenotype are late events in a small subset of MEN-1 syndrome pancreatic neuroendocrine tumors Mod Pathol 2012 25 1033 9 10.1038/modpathol.2012.53 22575867 PMC3547622
33 Bartsch DK Kersting M Wild A Ramaswamy A Gerdes B Schuermann M Simon B Rothmund M Low frequency of p16(INK4a) alterations in insulinomas Digestion 2000 62 171 7 11025365 10.1159/000007810
34 Habbe N Bert T Simon B Identification of methylation- associated gene expression in neuroendocrine pancreatic tumor cells Pancreatology 2007 7 352 9 17703082 10.1159/000107270
35 Wild A Ramaswamy A Langer P Celik I Fendrich V Chaloupka B Simon B Bartsch DK Frequent methylation-associated silencing of the tissue inhibitor of metalloproteinase-3 gene in pancreatic endocrine tumors J Clin Endocrinol Metab 2003 88 1367 73 10.1210/jc.2002-021027 12629131
36 Kulke MH Hornick JL Frauenhoffer C Hooshmand S Ryan DP Enzinger PC Meyerhardt JA Clark JW Stuart K Fuchs CS Redston MS O6-methylguanine DNA methyltransferase deficiency and response to temozolomide- based therapy in patients with neuroendocrine tumors Clin Cancer Res 2009 15 338 345 10.1158/1078-0432.CCR-08-1476 19118063 PMC3100724
37 Ekeblad S Sundin A Janson ET Welin S Granberg D Kindmark H Dunder K Kozlovacki G Orlefors H Sigurd M Oberg K Eriksson B Skogseid B Temozolomide as monotherapy is effective in treatment of advanced malignant neuroendocrine tumors Clin Cancer Res 2007 13 2986 2991 10.1158/1078-0432.CCR-06-2053 17505000
38 Schmitt AM Pavel M Rudolph T Dawson H Blank A Komminoth P Vassella E Perren A Prognostic and predictive roles of MGMT protein expression and promoter methylation in sporadic pancreatic neuroendocrine neoplasms Neuroendocrinology 2014 100 35 44 10.1159/000365514 25012122
39 Walter T van Brakel B Vercherat C Hervieu V Forestier J Chayvialle JA Molin Y Lombard-Bohas C Joly MO Scoazec JY O6-Methylguanine-DNA methyltransferase status in neuroendocrine tumours: prognostic relevance and association with response to alkylating agents Br J Cancer 2015 112 523 531 10.1038/bjc.2014.660 25584486 PMC4453664
40 Mei M Deng D Liu TH Sang XT Lu X Xiang HD Zhou J Wu H Yang Y Chen J Lu CM Chen YJ Clinical implications of microsatellite instability and MLH1 gene inactivation in sporadic insulinomas J Clin Endocrinol Metab 2009 94 3448 57 10.1210/jc.2009-0173 19567531
41 Dejeux E Olaso R Dousset B Audebourg A Gut IG Terris B Tost J Hypermethylation of the IGF2 differentially methylated region 2 is a specific event in insulinomas leading to loss-of-imprinting and overexpression Endocr Relat Cancer 2009 16 939 52 10.1677/ERC-08-0331 19502451
42 How-Kit A Dejeux E Dousset B Renault V Baudry M Terris B Tost J DNA methylation profiles distinguish different subtypes of gastroenteropancreatic neuroendocrine tumors Epigenomics 2015 7 1245 58 10.2217/epi.15.85 26360914
43 Cao Y Gao Z Li L Jiang X Shan A Cai J Peng Y Li Y Jiang X Huang X Wang J Wei Q Qin G Zhao J Jin X Liu L Li Y Wang W Wang J Ning G Whole exome sequencing of insulinoma reveals recurrent T372R mutations in YY1 Nat Commun 2013 4 2810 10.1038/ncomms3810 24326773
44 Kim JT Li J Jang ER Gulhati P Rychahou PG Napier DL Wang C Weiss HL Lee EY Anthony L Townsend CM Jr Liu C Evers BM Deregulation of Wnt/β-catenin signaling through genetic or epigenetic alterations in human neuroendocrine tumors Carcinogenesis 2013 34 953 61 10.1093/carcin/bgt018 23354304 PMC3643417
45 Stefanoli M La Rosa S Sahnane N Romualdi C Pastorino R Marando A Capella C Sessa F Furlan D Prognostic relevance of aberrant DNA methylation in g1 and g2 pancreatic neuroendocrine tumors Neuroendocrinology 2014 100 26 34 10.1159/000365449 25011998
46 Pipinikas CP Dibra H Karpathakis A Feber A Novelli M Oukrif D Fusai G Valente R Caplin M Meyer T Teschendorff A Bell C Morris TJ Epigenetic dysregulation and poorer prognosis in DAXX-deficient pancreatic neuroendocrine tumours Endocr Relat Cancer 2015 22 L13 8 10.1530/ERC-15-0108 25900181 PMC4496774
47 Heaphy CM de Wilde RF Jiao Y Klein AP Edil BH Shi C Bettegowda C Rodriguez FJ Eberhart CG Hebbar S Offerhaus GJ McLendon R Rasheed BA Altered telomeres in tumors with ATRX and DAXX mutations Science 2011 333 425 10.1126/science.1207313 21719641 PMC3174141
48 Marinoni I Kurrer AS Vassella E Dettmer M Rudolph T Banz V Hunger F Pasquinelli S Speel EJ Perren A Loss of DAXX and ATRX are associated with chromosome instability and reduced survival of patients with pancreatic neuroendocrine tumors Gastroenterology 2014 146 453 60 10.1053/j.gastro.2013 24148618
49 Roldo C Missiaglia E Hagan JP Falconi M Capelli P Bersani S Calin GA Volinia S Liu CG Scarpa A Croce CM MicroRNA expression abnormalities in pancreatic endocrine and acinar tumors are associated with distinctive pathologic features and clinical behavior J Clin Oncol 2006 24 4677 84 10.1200/JCO.2005.05.5194 16966691
50 Jiang X Shan A Su Y Cheng Y Gu W Wang W Ning G Cao Y miR-144/451 Promote Cell Proliferation via Targeting PTEN/AKT Pathway in Insulinomas Endocrinology 2015 156 2429 39 10.1210/en.2014-1966 25919186
51 Modali SD Parekh VI Kebebew E Agarwal SK Epigenetic regulation of the lncRNA MEG3 and its target c-MET in pancreatic neuroendocrine tumors Mol Endocrinol 2015 29 224 37 10.1210/me.2014-1304 25565142 PMC4318878
52 Zhang HY Rumilla KM Jin L Nakamura N Stilling GA Ruebel KH Hobday TJ Erlichman C Erickson LA Lloyd RV Association of DNA methylation and epigenetic inactivation of RASSF1A and beta-catenin with metastasis in small bowel carcinoid tumors Endocrine 2006 30 299 306 10.1007/s12020-006-0008-1 17526942
53 Fotouhi O Adel Fahmideh M Kjellman M Sulaiman L Höög A Zedenius J Hashemi J Larsson C Global hypomethylation and promoter methylation in small intestinal neuroendocrine tumors: an in vivo and in vitro study Epigenetics 2014 9 987 97 10.4161/epi.28936 24762809 PMC4143414
54 Okano M Xie S Li E Cloning and characterization of a family of novel mammalian DNA (cytosine-5) methyltransferases Nat Genet 1998 19 219 20 10.1038/890 9662389
55 Rahman MM Qian ZR Wang EL Yoshimoto K Nakasono M Sultana R Yoshida T Hayashi T Haba R Ishida M Okabe H Sano T DNA methyltransferases 1 3a and 3b overexpression and clinical significance in gastroenteropancreatic neuroendocrine tumors Hum Pathol 2010 41 1069 78 10.1016/j.humpath.2010.01.011 20381114
56 Edfeldt K Ahmad T Åkerström G Janson ET Hellman P Stålberg P Björklund P Westin G TCEB3C a putative tumor suppressor gene of small intestinal neuroendocrine tumors Endocr Relat Cancer 2014 21 275 84 10.1530/ERC-13-0419 24351681
57 Chan AO Kim SG Bedeir A Issa JP Hamilton SR Rashid A CpG island methylation in carcinoid and pancreatic endocrine tumors Oncogene 2003 22 924 34 10.1038/sj.onc.1206123 12584572
58 Choi JD Lee JS Interplay between Epigenetics and Genetics in Cancer Genomics Inform 2013 11 164 73 10.5808/GI.2013.11.4.164 24465226 PMC3897842
59 Choi IS Estecio MR Nagano Y Kim do H White JA Yao JC Issa JP Rashid A Hypomethylation of LINE-1 and Alu in well-differentiated neuroendocrine tumors (pancreatic endocrine tumors and carcinoid tumors) Mod Pathol 2007 20 802 10 10.1038/modpathol.3800825 17483816
60 Stricker I Tzivras D Nambiar S Wulf J Liffers ST Vogt M Verdoodt B Tannapfel A Mirmohammadsadegh A Site- and grade-specific diversity of LINE1 methylation pattern in gastroenteropancreatic neuroendocrine tumours Anticancer Res 2012 32 3699 706 22993308
61 Verdugo AD Crona J Starker L Stålberg P Åkerström G Westin G Hellman P Björklund P Global DNA methylation patterns through an array-based approach in small intestinal neuroendocrine tumors Endocr Relat Cancer 2014 21 L5 7 10.1530/ERC-13-0481 24192231
62 Warneboldt J Haller F Horstmann O Danner BC Füzesi L Doenecke D Happel N Histone H1x is highly expressed in human neuroendocrine cells and tumours BMC Cancer 2008 8 388 10.1186/1471-2407-8-388 19108733 PMC2631592
63 Magerl C Ellinger J Braunschweig T Kremmer E Koch LK Höller T Büttner R Lüscher B Gütgemann I H3K4 dimethylation in hepatocellular carcinoma is rare compared with other hepatobiliary and gastrointestinal carcinomas and correlates with expression of the methylase Ash2 and the demethylase LSD1 Hum Pathol 2010 41 181 9 10.1016/j.humpath.2009.08.007 19896696
64 Ruebel K Leontovich AA Stilling GA Zhang S Righi A Jin L Lloyd RV MicroRNA expression in ileal carcinoid umors: downregulation of microRNA-133a with tumor progression Mod Pathol 2010 23 367 75 10.1038/modpathol.2009.161 20037573 PMC2886953
65 Li SC Essaghir A Martijn C Lloyd RV Demoulin JB Oberg K Giandomenico V Global microRNA profiling of well-differentiated small intestinal neuroendocrine tumors Mod Pathol 2013 26 685 96 10.1038/modpathol.2012.216 23328977 PMC3647117
66 Døssing KB Binderup T Kaczkowski B Jacobsen A Rossing M Winther O Federspiel B Knigge U Kjær A Friis-Hansen L Down-Regulation of miR-129-5p and the let-7 Family in Neuroendocrine Tumors and Metastases Leads to Up-Regulation of Their Targets Egr1 G3bp1 Hmga2 and Bach1 Genes (Basel) 2014 6 1 21 10.3390/genes6010001 25546138 PMC4377830
67 Pelosi G Fumagalli C Trubia M Sonzogni A Rekhtman N Maisonneuve P Galetta D Spaggiari L Veronesi G Scarpa A Malpeli G Viale G Dual role of RASSF1 as a tumor suppressor and an oncogene in neuroendocrine tumors of the lung Anticancer Res 2010 30 4269 81 21036752
68 Chaussade L Eymin B Brambilla E Gazzeri S Expression of p15 and p15 5 products in neuroendocrine lung tumours: relationship with p15(INK4b) methylation status Oncogene 2001 20 6587 96 10.1038/sj.onc.1204798 11641784
69 Shilo K Wu X Sharma S Welliver M Duan W Villalona-Calero M Fukuoka J Sif S Baiocchi R Hitchcock CL Zhao W Otterson GA Cellular localization of protein arginine methyltransferase-5 correlates with grade of lung tumors Diagn Pathol 2013 8 201 10.1186/1746-1596-8-201 24326178 PMC3933389
70 Findeis-Hosey JJ Huang J Li F Yang Q McMahon LA Xu H High-grade neuroendocrine carcinomas of the lung highly express enhancer of zeste homolog 2 but carcinoids do not Hum Pathol 2011 42 867 72 10.1016/j.humpath.2010.09.019 21292308
71 Li F Ye B Hong L Xu H Fishbein MC Epigenetic modifications of histone h4 in lung neuroendocrine tumors Appl Immunohistochem Mol Morphol 2011 19 389 94 10.1097/PAI.0b013e3182108e2e 21415707
72 Deng B Molina J Aubry MC Sun Z Wang L Eckloff BW Vasmatzis G You M Wieben ED Jen J Wigle DA Yang P Clinical biomarkers of pulmonary carcinoid tumors in never smokers via profiling miRNA and target mRNA Cell Biosci 2014 4 35 10.1186/2045-3701-4-35 25105010 PMC4124500
73 Mairinger FD Walter RF Theegarten D Hager T Vollbrecht C Christoph DC Worm K Ting S Werner R Stamatis G Mairinger T Baba H Zarogoulidis K Gene Expression Analysis of the 26S Proteasome Subunit PSMB4 Reveals Significant Upregulation, Different Expression and Association with Proliferation in Human Pulmonary Neuroendocrine Tumours J Cancer 2014 5 646 54 10.7150/jca.9955 25157275 PMC4142326
74 Rapa I Votta A Felice B Righi L Giorcelli J Scarpa A Speel EJ Scagliotti GV Papotti M Volante M Identification of MicroRNAs Differentially Expressed in Lung Carcinoid Subtypes and Progression Neuroendocrinology 2015 101 246 55 10.1159/000381454 25791280
75 Lee HW Lee EH Ha SY Lee CH Chang HK Chang S Kwon KY Hwang IS Roh MS Seo JW Altered expression of microRNA miR-21 miR-155 and let-7a and their roles in pulmonary neuroendocrine tumors Pathol Int 2012 62 583 91 10.1111/j.1440-1827.2012.02845.x 22924844
76 Collins FS Varmus H A new initiative on precision medicine N Engl J Med 2015 372 793 5 10.1056/NEJMp1500523 25635347 PMC5101938
77 Caplin ME Pavel M Ćwikła JB Phan AT Raderer M Sedláková E Cadiot G Wolin EM Capdevila J Wall L Rindi G Langley A Martinez S CLARINET Investigators Lanreotide in metastatic enteropancreatic neuroendocrine tumors N Engl J Med 2014 371 224 33 10.1056/NEJMoa1316158 25014687
78 Yao JC Fazio N Singh S Buzzoni R Carnaghi C Wolin E Tomasek J Raderer M Lahner H Voi M Pacaud LB Rouyrre N Sachs C RAD001 in Advanced Neuroendocrine Tumours Fourth Trial (RADIANT-4) Study Group Everolimus for the treatment of advanced non-functional neuroendocrine tumours of the lung or gastrointestinal tract (RADIANT-4): a randomised placebo-controlled phase 3 study Lancet 2016 387 968 77 10.1016/S0140-6736(15)00817-X 26703889 PMC6063317
79 Karlsson A Jönsson M Lauss M Brunnström H Jönsson P Borg Å Jönsson G Ringnér M Planck M Staaf J Genome-wide DNA methylation analysis of lung carcinoma reveals one neuroendocrine and four adenocarcinoma epitypes associated with patient outcome Clin Cancer Res 2014 20 6127 40 10.1158/1078-0432.CCR-14-1087 25278450
80 Mairinger FD Ting S Werner R Walter RF Hager T Vollbrecht C Christoph D Worm K Mairinger T Sheu-Grabellus SY Theegarten D Schmid KW Wohlschlaeger J Different micro-RNA expression profiles distinguish subtypes of neuroendocrine tumors of the lung: results of a profiling study Mod Pathol 2014 27 1632 40 10.1038/modpathol.2014.74 24875640
81 Sadanandam A Wullschleger S Lyssiotis CA Grötzinger C Barbi S Bersani S Körner J Wafy I Mafficini A Lawlor RT Simbolo M Asara JM Bläker H A Cross-Species Analysis in Pancreatic Neuroendocrine Tumors Reveals Molecular Subtypes with Distinctive Clinical Metastatic Developmental and Metabolic Characteristics Cancer Discov 2015 5 1296 313 10.1158/2159-8290.CD-15-0068 26446169 PMC4946251
82 Cives M Rizzo F Simone V Bisceglia F Stucci S Seeber A Spizzo G Montrone T Resta L Silvestris F Reviewing the Osteotropism in Neuroendocrine Tumors: The Role of Epithelial-Mesenchymal Transition Neuroendocrinology 2015 103 321 34 10.1159/000438902 26227818
83 Guo F Wang Y Liu J Mok SC Xue F Zhang W CXCL12/CXCR4: a symbiotic bridge linking cancer cells and their stromal neighbors in oncogenic communication networks Oncogene 2016 35 816 26 10.1038/onc.2015.139 25961926
84 Kidd M Drozdov I Modlin I Blood and tissue neuroendocrine tumor gene cluster analysis correlate define hallmarks and predict disease status Endocr Relat Cancer 2015 22 561 75 10.1530/ERC-15-0092 26037279
85 Lee YS Kim H Kim HW Lee JC Paik KH Kang J Kim J Yoon YS Han HS Sohn I Cho J Hwang JH High Expression of MicroRNA-196a Indicates Poor Prognosis in Resected Pancreatic Neuroendocrine Tumor Medicine (Baltimore) 2015 94 e2224 10.1097/MD.0000000000002224 26683934 PMC5058906
86 Shukla S Meeran SM Epigenetics of cancer stem cells: Pathways and therapeutics Biochim Biophys Acta 2014 1840 3494 3502 10.1016/j.bbagen.2014.09.017 25240776
87 Alexander VM Roy M Steffens KA Kunnimalaiyaan M Chen H Azacytidine induces cell cycle arrest and suppression of neuroendocrine markers in carcinoids Int J Clin Exp Med 2010 3 95 102 20607034 PMC2894643
88 Baradari V Huether A Höpfner M Schuppan D Scherübl H Antiproliferative and proapoptotic effects of histone deacetylase inhibitors on gastrointestinal neuroendocrine tumor cells Endocr Relat Cancer 2006 13 1237 50 10.1677/erc.1.01249 17158768
89 Arvidsson Y Johanson V Pfragner R Wängberg B Nilsson O Cytotoxic Effects of Valproic Acid on Neuroendocrine Tumour Cells Neuroendocrinology 2015 10.1159/000441849 26505883
90 Greenblatt DY Vaccaro AM Jaskula-Sztul R Ning L Haymart M Kunnimalaiyaan M Chen H Valproic acid activates notch-1 signaling and regulates the neuroendocrine phenotype in carcinoid cancer cells Oncologist 2007 12 942 51 10.1634/theoncologist.12-8-942 17766653
91 Kunnimalaiyaan M Vaccaro AM Ndiaye MA Chen H Overexpression of the NOTCH1 intracellular domain inhibits cell proliferation and alters the neuroendocrine phenotype of medullary thyroid cancer cells J Biol Chem 2006 281 39819 30 10.1074/jbc.M603578200 17090547
92 Sun L Qian Q Sun G Mackey LV Fuselier JA Coy DH Yu CY Valproic acid induces NET cell growth arrest and enhances tumor suppression of the receptor-targeted peptide-drug conjugate via activating somatostatin receptor type II J Drug Target 2016 24 169 77 10.3109/1061186X.2015.1066794 26211366
93 Adler JT Hottinger DG Kunnimalaiyaan M Chen H Combination therapy with histone deacetylase inhibitors and lithium chloride: a novel treatment for carcinoid tumors Ann Surg Oncol 2009 16 481 6 10.1245/s10434-008-0194-6 19030935 PMC2740795
94 Kusunoki M Yamamura T Ichii S Fujita S Nakai T Utsunomiya J The effects of sodium valproate on plasma somatostatin and insulin in humans J Clin Endocrinol Metab 1988 67 1060 3 10.1210/jcem-67-5-1060 2903170
95 Mohammed TA Holen KD Jaskula-Sztul R Mulkerin D Lubner SJ Schelman WR Eickhoff J Chen H Loconte NK A pilot phase II study of valproic acid for treatment of low-grade neuroendocrine carcinoma Oncologist 2011 16 835 43 10.1634/theoncologist.2011-0031 21632454 PMC3121900
96 Shah MH Binkley P Chan K Xiao J Arbogast D Collamore M Farra Y Young D Grever M Cardiotoxicity of histone deacetylase inhibitor depsipeptide in patients with metastatic neuroendocrine tumors Clin Cancer Res 2006 12 3997 4003 10.1158/1078-0432.CCR-05-2689 16818698
97 Rajguru S Lubner SJ Mulkerin D Schelman WR Winterle N Holen KD Leverson G Chen H LoConte NK A phase II study of the histone deacetylase inhibitor panobinostat (LBH589) in low-grade neuroendocrine tumors J Clin Oncol 2012 30 abstr e14554 (suppl) 10.1634/theoncologist.2016-0060 PMC4943400 27261467
98 Yao JC Lagunes DR Kulke MH Targeted therapies in neuroendocrine tumors (NET): clinical trial challenges and lessons learned Oncologist 2013 18 525 32 10.1634/theoncologist.2012-0434 23615698 PMC3662843
99 Carter CA Degesys A Oronsky B Scicinski J Caroen SZ Oronsky AL Reid T Cabrales P Roswarski J Flushing Out Carcinoid Syndrome: Beneficial Effect of the Anticancer Epigenetic Agent RRx-001 in a Patient with a Treatment-Refractory Neuroendocrine Tumor Case Rep Oncol 2015 8 461 5 10.1159/000441775 26600780 PMC4649750
100 Boora GK Kanwar R Kulkarni AA Pleticha J Ames M Schroth G Beutler AS Banck MS Exome-level comparison of primary well-differentiated neuroendocrine tumors and their cell lines Cancer Genet 2015 208 374 81 10.1016/j.cancergen.2015.04.002 26087898
101 Vandamme T Peeters M Dogan F Pauwels P Van Assche E Beyens M Mortier G Vandeweyer G de Herder W Van Camp G Hofland LJ Op de Beeck K Whole-exome characterization of pancreatic neuroendocrine tumor cell lines BON-1 and QGP-1 J Mol Endocrinol 2015 54 137 47 10.1530/JME-14-0304 25612765
102 Angermueller C Clark SJ Lee H Macaulay IC Teng MJ Hu TX Krueger F Smallwood SA Ponting CP Voet T Kelsey G Stegle O Reik W Parallel single-cell sequencing links transcriptional and epigenetic heterogeneity Nat Methods 2016 13 229 32 10.1038/nmeth.3728 26752769 PMC4770512
103 Chiappinelli KB Strissel PL Desrichard A Li H Henke C Akman B Hein A Rote NS Cope LM Snyder A Makarov V Buhu S Slamon DJ Inhibiting DNA Methylation Causes an Interferon Response in Cancer via dsRNA Including Endogenous Retroviruses Cell 2015 162 974 86 10.1016/j.cell.2015.07.011 26317466 PMC4556003
104 Roulois D Loo Yau H Singhania R Wang Y Danesh A Shen SY Han H Liang G Jones PA Pugh TJ O'Brien C De Carvalho DD DNA-Demethylating Agents Target Colorectal Cancer Cells by Inducing Viral Mimicry by Endogenous Transcripts Cell 2015 162 961 73 10.1016/j.cell.2015.07.056 26317465 PMC4843502
105 Weintraub K Take two: Combining immunotherapy with epigenetic drugs to tackle cancer Nat Med 2016 22 8 10 10.1038/nm0116-8 26735398