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Pancreatic tumors: an overview

Written2013-08Carlos A Tirado, David S Shabsovich, Jianling Ji, David Dawson
Department of Pathology, Laboratory Medicine, David Geffen UCLA School of Medicine, Los Angeles, CA, USA (CAT, JJ, DD); Department of Microbiology, Immunology,, Molecular Genetics, David Geffen UCLA School of Medicine, Los Angeles, CA, USA (DSS)

(Note : for Links provided by Atlas : click)

Identity

ICD-Topo C250-C254,C257-C259 PANCREAS
Atlas_Id 5054
Phylum Digestive organs: Pancreas::Pancreatic tumor

Classification

Note The classification system here is adapted from those outlined in both the AFIP Atlas of Tumor Pathology Fourth Series (2007) and WHO Classification of Tumors of the Digestive System (2010). Pancreatic tumors can be subdivided on various criteria, such as their gross features (i.e., solid vs. cystic), anatomic location (i.e., intraductal), histogenesis (i.e., epithelial vs. non-epithelial) or clinical behavior.
    Epithelial tumors
Cystic
Serous neoplasms
- Serous cystadenoma
-- Microcystic serous cystadenoma
-- Macrocystic serous cystadenoma
-- Solid serous cystadenoma
- Von Hippel-Landau (VHL)-associated serous cystic neoplasm
- Serous cystadenocarcinoma
Mucinous cystic neoplasm (MCN)
- MCN with low or intermediate grade dysplasia
- MCN with high grade dysplasia
- MCN with associated invasive carcinoma
Intraductal papillary mucinous neoplasms (IPMN)
- IPMN with low or intermediate grade dysplasia
- IPMN with high grade dysplasia
- IPMN with associated invasive carcinoma
Intraductal oncocytic papillary neoplasms (IOPN)
Intraductal tubular neoplasms
Cystic acinar neoplasms
- Acinar cell cystadenoma
- Acinar cell cystadenocarcinoma
Solid
Invasive pancreatic ductal adenocarcinoma (and its variants)
- Tubular adenocarcinoma
- Adenosquamous carcinoma
- Colloid carcinoma
- Medullary carcinoma
- Hepatoid carcinoma
- Signet ring cell carcinoma
- Undifferentiated carcinoma
- Undifferentiated carcinoma with osteoclast-like giant cells
Acinar cell carcinoma
Neuroendocrine neoplasms
- Neuroendocrine microadenoma
- Neuroendocrine tumors (NET)
-- NET G1
-- NET G2
-- Neuroendocrine carcinoma (NEC)
--- Small cell NEC
--- Large cell NEC
-- Functional NETs (associated with clinical syndrome)
--- Insulinoma
--- Gastrinoma
--- Glucagonoma
--- Serotonin-producing NET
--- Somatostatinoma
--- VIPoma
Mixed tumors (combined acinar, ductal and/or endocrine differentiation)
Solid-pseudopapillary neoplasms (SPN)
Pancreatoblastoma

Non-epithelial tumors (rare)
Mesenchymal tumors (various histologies, benign or malignant)
Lymphangioma
Lymphoma
Mature cystic teratoma
Secondary tumors (including metastasis)

Non-neoplastic tumors and other lesions presenting as masses (partial list)
Cystic
- Groove pancreatitis (paraampullary duodenal wall cyst)
- Pancreatic pseudocyst
- Ductal retention cyst
- Congenital cyst
- Foregut cyst
- Lymphoepithelial cyst
Solid
- Chronic pancreatitis
- Lymphocytic sclerosing pancreatitis (autoimmune pancreatitis)
- Heterotopic spleen

Clinics and Pathology

Note The vast majority of malignant pancreatic tumors (>85%) are pancreatic ductal adenocarcinomas (PDAC), the focus of this section.
Etiology An evolving consensus arising from lineage tracing studies in animal models implicate acinar cells (and not ductal epithelium) as the likely cell of origin for PDAC. Precursor pancreatic intraepithelial neoplasia (PanIN) lesions have been shown to arise in the context of inflammation and acinar cell injury through a transitional process referred to as acinar-to-ductal metaplasia (ADM). ADM and PanIN formation is facilitated by oncogenic KRAS2 in combination with other molecular events and contributing factors (Morris et al., 2010). The concept of chronic inflammation and injury to the pancreas as an inciting event and/or promoter of pancreatic cancer progression is bolstered by the significantly increased (50-80 fold) risk of PDAC seen in patients with hereditary pancreatitis, as well as an increased risk for PDAC associated with the occurrence of chronic pancreatitis in the general population.
Epidemiology The vast majority of PDAC arises sporadically. Age is a significant factor linked to the development of pancreatic cancer, with more than 80% of cases occurring after 60 years of age and only rare cases before the age of 40. Various dietary, lifestyle and environmental factors have been correlated with an increased risk for PDAC. A partial list of risk factors includes cigarette smoking, diets high in fat and total calories, obesity, prior gastrectomy and certain occupational (i.e., coal gas and metal workers) and chemical exposures (i.e., benzidine, solvents, DDT and gasoline). Diets high in fruits and vegetables, folate and vitamin C are reported to be protective. Chronic pancreatitis and longstanding diabetes mellitus are also linked to an increased risk of pancreatic cancer (Yadav and Lowenfels, 2013). The development of chronic pancreatitis or adult-onset diabetes mellitus has been shown to be temporally linked to an increased risk for the subsequent development of PDAC, although it is unclear to what extent these events represent preceding causal factors as opposed to early manifestations of clinically undetected or nascent PDAC.
Approximately 10% of PDAC have familial inheritance, although only a minority (~20%) of familial PDAC has been linked to a known genetic syndrome or causal gene mutation. Hereditary syndromes associated with familial pancreatic cancer (along with their cumulative lifetime risk for developing PDAC by age 70) include: FAP (5%), hereditary breast and ovarian cancer associated with BRCA1/BRCA2 (5%), Lynch syndrome (<5%), FAMMM (17%), Peutz-Jeghers (36%), as well as cystic fibrosis (<5%) and hereditary pancreatitis (40%) linked to PRSS1 and SPINK1. (Templeton and Brentall, 2013).
Clinics Clinical presentation is often non-specific for PDAC, which along with a lack of a viable early screening strategy for the general population, contributes to the late detection of disease in many patients. Some common presenting symptoms include epigastric pain radiating to the back, weight loss, jaundice and/or light colored stools (more typically for tumors in the head of the pancreas), digestive problems, anorexia, nausea, pancreatitis-related symptoms, new-onset diabetes and even depression. Diagnostic imaging techniques include computerized tomography (with PDAC commonly presenting as hypodense mass with possible pancreatic and/or bile duct dilation), endoscopic ultrasound or endoscopic retrograde cholangiopancreatography (ERCP).
Pathology Precursor lesions that can give rise to invasive PDAC include pancreatic intraepithelial neoplasia (PanIN), IPMN and MCN. A majority of invasive PDAC arises from PanIN, dysplastic ductal proliferations showing variable epithelial atypia. PanINs are typically not recognized grossly and are generally smaller than 0.5 cm. Most IPMNs tend to be greater than 1.0 cm in size. A consensus classification system for PanIN lesions based on increasing cytologic atypia has been adopted (PanIN1A, 1B, 2 or 3). There is a parallel stepwise accumulation of molecular events found in PDAC associated with increasing PanIN grade (Hruban et al., 2001). IPMN are cystic or solid mass forming lesions arising within the ductal tree itself, typically associated with abundant mucin production and demonstrating a papillary growth pattern of columnar epithelium of gastric foveolar, intestinal and/or pancreaticobiliary differentiation. IPMNs involving the main pancreatic duct (main-duct type) versus those isolated to side-branch ducts (branch-duct type) are distinguished clinically because of a higher risk of malignant progression associated with the former. Unlike IPMN, MCNs are mucinous cyst-forming lesions that do not communicate with the ductal system. MCNs almost exclusively occur in women (>95%) and arise at a median age of 40-50 years. The histologic sine qua non for MCNs is their distinctive ovarian-type stroma (Basturk et al., 2009).
Most PDAC are solid tumors and arise in the head of the pancreas (~70%), with the remainder occurring in either the body and/or the tail of the pancreas. Many PDACs invade beyond the pancreas itself to involve peripancreatic soft tissues with variable direct extension into adjacent anatomic structures, which depending on the location of the primary tumor may include the bile duct, ampulla, small or large bowel, peritoneum, stomach and spleen (pT3). Involvement of the celiac axis or mesenteric artery constitutes locally advanced disease (pT4). Common sites of distant metastatic spread include the liver and lungs, although nearly every other organ site has been shown to be involved at lesser frequencies. Histologically, PDAC presents as haphazard growth pattern of invasive glands that provoke an intense desmoplastic fibroinflammatory stromal reaction; this robust stromal reaction facilitates tumor cell growth and acts as a significant barrier to effective drug delivery (Feig et al., 2012). PDAC infiltrates along existing duct, nerve and vessel structures to aggressively invade the pancreas and surrounding tissues. Histologic grade is most commonly based on the degree of gland formation, although other criteria (i.e., mitotic activity, nuclear atypia, etc.) have also been proposed as alternatives.
Treatment PDAC is notoriously resistant to chemotherapy, with only modest survival benefits realized in the adjuvant or neoadjuvant setting. Until recently, single agent chemotherapy (gemcitabine or 5-FU) was the standard chemotherapy regimen employed in either early stage or advanced pancreatic cancer. Radiation therapy has remained a subject of some controversy and its use varies depending on institution. Recent advances include the use of multi-agent cytotoxic chemotherapy, as well as the addition of agents targeting specific molecular pathways (i.e., EGFR inhibition) or the tumor stroma, which have resulted in improved survival outcomes in clinical trials and are now being widely adopted as standard of care for patients able to tolerate these regimens (Paulson et al., 2013).
Prognosis PDAC accounts for over 220000 annual deaths worldwide, with five year survival for all PDAC patients reported to be 5-6% (Raimondi et al., 2009). Most PDAC patients present with non-operative, locally advanced (AJCC Stage III) or metastatic (AJCC Stage IV) disease. Fewer than 20% of patients present with resectable disease (AJCC Stage I or II). Overall five year survival is still only 15-20% for early stage patients following successful R0 surgical resection, primarily due to metastatic or recurrent local disease (Paulson et al., 2013). This suggests a large percentage of resected patients have clinically unrecognized systemic disease at the time of surgery. Important prognostic factors include initial stage, with significantly improved survival for patients who undergo resection. Factors impacting survival in the setting of resection include margin status, tumor size, histologic grade and lymph node involvement (Hidalgo, 2010).

Genetics

Note Conventional and molecular cytogenetic analyses of PDAC has demonstrated significant intratumor cytogenetic heterogeneity (ICH), with complex cytogenetic abnormalities and extensive multiclonality. Extensive ICH in PDAC has been shown to correlate with a more dismal prognosis than those with less complex cytogenetic abnormalities (Heim and Mitelman, 2009).

Cytogenetics

Cytogenetics
Morphological
Conventional cytogenetic analysis has revealed the following numerical aberrations to be associated with PDAC: -4, -6, +7, -9, +11, -12, -13, -17, -18, +20, -21, -22, -X and -Y. The most common losses in the aforementioned aneuplodies are -18, -17, and -21 and the most common gains are +7 and +20. Balanced and unbalanced structural aberrations revealed by cytogenetic analysis include chromosomal arms 1p, 1q, 3p, 3q, 5p, 6p, 6q, 7q, 8q, 8p, 9p, 11q, 11p, 12p, 15q, 17p, 17q, 18q, 19p, 19q, 20p, and 20q (Heim and Mitelman, 2009).
Cytogenetics Molecular Molecular cytogenetic techniques most commonly utilized in the analysis of PDAC published in current literature include fluorescence in situ hybridization (FISH), comparative genomic hybridization (CGH), single nucleotide polymorphism (SNP) arrays, spectral karyotyping (SKY), whole-genome sequencing, etc.
CGH analysis applied to malignant PDAC cell lines has elucidated regions of significant copy number aberrations. Gains of the long arms of chromosomes 11, 8, 3, and 1, as well as losses of 18q, 17p, and 8p were reported to have been the most commonly altered regions. Further analysis showed that the following chromosomal bands/regions were most affected by copy number aberrations: 8q24.2-q24.3, 8q21-qter, 3q23-qter, and 14q11.2-qter (Griffin et al., 2007).
SNP array analyses have revealed significant gains at chromosomal bands 1q21.2-q21.3, 7q36.3, 8q24.3, and 20q13.32-q13.33, as well as significant losses at bands 1p35.3, 9p22.3, 12q23.1, 17p12-p13.3, and 18q21.2. Furthermore, loss of heterozygosity (LOH) has been identified at significant amounts on chromosomal bands spanning 9p21.2-p24.1, 17p11.2-q13.3, and 18q12.1-q12.3 (Gutierrez et al., 2011; Willis et al., 2012). The aforementioned bands are also loci of genes implicated in the genesis of a number of solid-organ and hematological malignancies (for example, CDKN2A and SMAD4).

Genes involved and Proteins

Note A number of genes have been implicated or are suspects in the etiology of PDAC; however, precise diagnostic and prognostic significance has not been established for most, which require further investigation as to their specific roles in pancreatic carcinogenesis and usefulness as prognostic or predictive biomarkers. Exomic sequencing reveals PDAC tumors average greater than 60 genetic alterations, which includes of a small number of key driver genes mutated at high frequency (KRAS2, TP53, CDKN2A and SMAD4) along with a far larger number of heterogenous genes mutated at lower frequency across the full spectrum of patients (Jones et al., 2008).
Gene Name KRAS
Location 12p12.1
Note KRAS2 mutations have been implicated in > 95% of PDAC. Observed in early PanIN lesions and capable of driving PanIN and PDAC formation in genetically engineered mouse models, oncogenic mutation of KRAS2 is a bona fide early or initiating event for PDAC carcinogenesis (Iacobuzio-Donahue, 2012; Iacobuzio-Donahue et al., 2012). Mutations most commonly occur at codons 12 (54-74%), 13 (3-5%), and 61 (3-5%) (Schultz et al., 2012).
Protein KRAS2 codes for the ubiquitous RAS protein, which is found on the plasma membrane and mediates GTP-mediated signal transduction pathways involved in cell proliferation, survival and motility, among others.

Gene Name TP53
Location 17p13.1
Note TP53 mutations have been implicated in up to 75% of pancreatic cancers and typically arise in later stage PanIN lesions (Iacobuzio-Donahue, 2012; Iacobuzio-Donahue et al., 2012).
Protein TP53 acts as a tumor suppressor gene and codes for the ubiquitously expressed p53 protein, which acts as multifunctional protein involved in regulating cell cycle progression, senescence, DNA repair and apoptosis.

Gene Name CDKN2A
Location 9p21.3
Note CDKN2A inactivation has been implicated in > 95% of pancreatic cancers via a number of mechanisms including genetic deletion and promoter DNA hypermethylation gene silencing. It is commonly inactivated at an intermediate stage of PanIN progression (Iacobuzio-Donahue, 2012).
Protein CDKN2A is a tumor suppressor gene that codes for the P16-INK4a protein, which functions to inhibit cell cycle progression at the G1-S checkpoint.

Gene Name SMAD4
Location 18q21.2
Note SMAD4 is mutated in up to 55% of pancreatic cancers and typically arise in later stage PanIN lesions or invasive PDAC (Iacobuzio-Donahue, 2012). SMAD4 inactivation/protein loss is a prognostic marker associated with increased metastatic activity in pancreatic malignancies and thus portends worse prognosis (Iacobuzio-Donahue et al., 2012).
Protein SMAD4 codes for a namesake protein that is ubiquitously expressed and functions mainly in TGF-beta signaling. The actions of the Smad4 protein recruit other proteins in the Smad family and synergistically affect transcription by modifying DNA-binding proteins.

Gene Name ATM
Location 11q22.3
Note ATM mutations (generally germline mutations) have been implicated in 2.5% of cases of familial pancreatic cancer and 8% of non-familial pancreatic cancer cases (Iacobuzio-Donahue et al., 2012). ATM has been identified as a prominent susceptibility gene in pancreatic malignancies as well, causing a five-fold increase in the risk of pancreatic cancer development in individuals with ATM aberrations (Roberts and Klein, 2012).
Protein ATM codes for a protein that is ubiquitously expressed and functions in cell-cycle regulation (checkpoint initiation) by phosphorylating a number of regulatory proteins (for example, p53 and BRCA1). ATM also functions in DNA repair and damage control associated signaling pathways.

Gene Name BRCA1
Location 17q21.31
Note BRCA1 mutations are most attributed to familial pancreatic cancer, and are observed in approximately 3.7% of cases (Iqbal et al., 2012). BRCA1 is considered a susceptibility gene, and aberrations have been observed to increase pancreatic cancer development by 2.2-fold. The gene has also been a target of PARP inhibitors and DNA cross-linking agents in clinical trials (Roberts and Klein, 2012).
Protein BRCA1 codes for a ubiquitously expressed namesake protein that functions mainly in DNA repair and damage control, cell-cycle regulation, ubiquitination, transcription regulation, etc. Mutations have been observed to arise via changes to the primary DNA sequence. Epigenetic events (usually aberrant methylation) can also contribute to its dysregulation.

Gene Name TGFBR2
Location 3p24.1
Note TGFBR2 mutations are implicated in 4.1% of pancreatic cancer cases (Goggins et al., 1998). Comprehensive pathway-based analysis of genome-wide association studies finds 43 pancreatic cancer related single-nucleotide polymorphisms (SNPs) in the TGFBR2 gene, and highlights 2 SNPs within the Th1/Th2 immune response pathway (Li et al., 2012).
Protein TGFBR2 codes for a member of the transmembrane serine/threonine kinase family receptor of TGF-β. TGFBR2 mediates TGF-β cell signaling to regulate cell differentiation and proliferation.

Gene Name TSC2
Location 16p13.3
Note Inactivation mutations of TSC2 have been observed in 8.8% of pancreatic neuroendocrine tumor cases (Jiao et al., 2011). Many signal inputs, such as growth factors, energy availability and Wnt signaling converge with TSC2 to regulate mTOR signaling (Dazert and Hall, 2011). Loss of tuberin expression by immunohistochemistry has been described to occur in more than 50% of PDAC as well (Kataoka et al., 2005).
Protein TSC2 codes for a cytoplasmic protein that is widely expressed and is thought to function in GTPase activation and regulation as well as negative regulation of the mTOR pathway.

Gene Name BRCA2
Location 13q13.1
Note BRCA2 has been established as a familial pancreatic cancer gene and mutations of it have been observed in 6.1% of cases of familial pancreatic cancer (Iqbal et al., 2012). This gene has been the subject of PARP inhibitors and DNA cross-linking agents, which can potentially provide viable therapeutic agents for pancreatic malignancies (Iacobuzio-Donahue et al., 2012).
Protein BRCA2 codes for a namesake, ubiquitously expressed nuclear protein and functions mainly in DNA repair and damage control; however, it possesses less major roles in cell-cycle checkpoint and transcription regulation.

Gene Name PALB2
Location 16p12.2
Note PALB2 has been reported as a familial pancreatic cancer gene. The truncated PALB2 protein has been observed in 3.1% of familial pancreatic cancer cases (Jones et al., 2009).
Protein PALB2 is a tumor suppressor gene that codes for a namesake nuclear protein and forms a complex with BRCA1 and BRCA2 which plays an essential role in homologous recombination DNA repair.

Gene Name PTEN
Location 10q23.31
Note PTEN mutations are implicated in up to 7.3% of pancreatic neuroendocrine tumor cases and individuals that possess such mutations (as well as mutations in TSC2 (8.8% of cases) and PIK3CA (1.4% of cases)) could potentially be responsive to agents that inhibit the mTOR pathway regulated by the aforementioned genes (Iacobuzio-Donahue et al., 2012). Although PTEN mutations are only rarely detected in PDAC, its loss of function in PDAC has been attributed to a number of other mechanisms including promoter hypermethylation gene silencing and other pathway alterations including changes in AKT expression.
Protein PTEN codes for a namesake, widely expressed cytoplasmic protein that functions in phosphatase regulation and tumor suppression.

Gene Name BRAF
Location 7q34
Note BRAF mutations have been implicated in 16% of PDAC cases (Schultz et al., 2012). In intraductal papillary mucinous neoplasms (IPMNs) of the pancreas, missense mutations within exon 15 have been found in 2.7% cases (Schonleben et al., 2007). So far, no BRAFV600E mutation has been observed in pancreatic cancer.
Protein BRAF codes for a namesake protein belonging to the raf family of serine/threonine protein kinases. The RAS/BRAF/MEK/ERK pathway functions in cell apoptosis, proliferation and differentiation.

Gene Name AKT2
Location 19q13.1-q13.2
Note AKT2 amplification has been implicated in 20% of PDAC samples (Ruggeri et al., 1998). 32-43% of PDAC samples showed a high intensity of AKT2 (Altomare et al., 2002; Yamamoto et al., 2004). Overexpression of AKT2 is sufficient for the metastasis of PDAC (Ruggeri et al., 1998). The mechanisms for AKT2 overexpression in pancreatic cancer involve PTEN loss and/or PI3K activation (Altomare et al., 2002).
Protein AKT2 codes for a namesake protein belonging to a subfamily of serine/threonine kinases containing SH2-like domains. AKT2 functions to promote cancer cell survival, migration, and invasion. Akt2 is also an important signaling molecule in the insulin signaling pathway.

Gene Name ARID1A
Location 1p35.3
Note ARID1A is the likely target of 1p36.11 deletion observed in pancreatic malignancies (Shain et al., 2012). ARID1A mutations have been implicated in 8% of pancreatic cancers, including nonsense and indel mutations (Jones et al., 2012). The internal duplication of ARID1A exons 2-4 in PANC1 cells has been reported (Shain et al., 2012).
Protein The protein encoded by ARID1A is a key component of the highly conserved SWI-SNF chromatin remodeling complex. It specifically binds an AT-rich DNA sequence and facilitates transcription.

Gene Name MLH1
Location 3p21.3
Note 26% of the PDAC showed microsatellite instability (MSI), 23% of which also showed hypermethylation of the promoter of MLH1 (Yamamoto et al., 2001). In another study, the MLH1 hypermethylation rate was 4% in pancreatic carcinomas.
Protein MLH1 codes for a protein that plays an essential role in DNA mismatch repair along with a set of genes known as mismatch repair genes.

Gene Name STK11
Location 19p13.3
Note Germline mutations in the STK11 gene are found in ~70% of Peutz-Jeghers syndrome (PJS) cases (Volikos et al., 2006; Aretz et al., 2005; Chow et al., 2006). The mutation can be a point mutation or the deletion of parts of the gene. For PJS patients, the cumulative risk for pancreatic cancer is 26% at age of 70 (Korsse et al., 2013).
Protein Human STK11 encodes for the LKB1 protein that is expressed in all human tissues (Rowan et al., 2000). STK11 is a tumor suppressor gene since it can negatively regulate the activity of mTOR complex 1 (mTORC1) (Dazert and Hall, 2011). STK11 also functions in cell cycle arrest, p53 mediated apoptosis, Wnt signaling and TGF-beta signaling.

To be noted

Some data regarding precise loci, proteins, and functions of the aforementioned genes relevant to pancreas tumors was gathered from the Atlas of Genetics and Cytogenetics in Oncology and Haematology database.

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Citation

This paper should be referenced as such :
Tirado, CA ; Shabsovich, DS ; Ji, J ; Dawson, D
Pancreatic tumors: an overview
Atlas Genet Cytogenet Oncol Haematol. 2014;18(2):125-132.
Free journal version : [ pdf ]   [ DOI ]
On line version : http://AtlasGeneticsOncology.org/Tumors/PancreaTumOverviewID5054.html


Other genes implicated (Data extracted from papers in the Atlas) [ 306 ]

Genes ACTN4 ACVRL1 ADAM10 ADAM23 ADAM9 ADAMTS12 ADAMTS9 AFAP1L2 AFP AGER
AKAP12 AKT1 AKT2 ALOX5 ANG ANP32A APAF1 APC AREG ARID1A
ASH2L ATF2 ATF3 AURKA BAG3 BAX CCND1 CCND1 BCL2L1 BIRC2
BMP4 BNIP3 BNIP3L BRCA1 BRCA2 BTRC BUB1 CALR CAPG CARD10
CAV1 CBX7 CCNB1 CD151 CD44 CD74 CD82 CDA CDC20 CDH17
CDH3 CDKN2A CELF2 CENPW CFLAR CHD6 CLDN4 CLU COL1A2 COPS2
CPEB4 CRTC2 CST6 CTSH CUX1 CXCL12 CXCL17 CXCL5 CYB5A CYR61
DDIT4 DGKA DIABLO DIRAS3 DKK3 DMBT1 DNMT1 DNMT3A DSG2 DUSP1
DUSP6 DYRK1A DYRK1B E2F1 EBAG9 ECT2 EDIL3 EEF1A1 EEF2K EFEMP1
EHMT2 EIF2AK2 EIF3F ENAH EPHA2 EPHA3 EPS8 ERBB2 ERBB3 ERGIC3
ERRFI1 ETS1 MECOM EYA2 EZH2 FANCC FBLN2 FBLN5 FEN1 FGF2
FGFR1 FGFR4 FKBP5 FOXA1 FOXE1 FOXM1 FUT8 FXYD3 GALNT6 GAST
GATA6 GDF15 GLI2 GPC1 GSK3B GSTM1 HDAC3 HMGA2 HMGA2 HOXC8
IER3 IGF1 ILK ING1 ING3 IRS1 IRS2 KCNH1 KDR
PCLAF KIF14 KLK7 KRAS L1CAM LDOC1 LIFR LOX LOXL2 LPAR2
MAGEA3 MAP2K4 MAPK12 MAPK4 MEIS1 MEN1 MET KITLG MIR100 MIR107
MIR122 MIR143 MIR145 MIR146B MIR150 MIR191 MIR196B MIR200C MIR211 MIR27A
MIR373 MIR21 MIR221 MIR222 MMP14 MMP26 MMP2 MMP9 MST1 MSX2
MTUS1 MUC13 MUC17 MUC2 MUC4 MUC5AC MUC6 NACC1 NCOA3 NCR2
NDRG1 NME1 NNMT NR4A1 NRCAM NTSR1 NUAK1 OLFM4 ZNF146 EP300
TP53 PRKN PARK7 PARVB PAX6 PBRM1 PDX1 PEG10 PERP PF4
PFKFB3 PFKFB4 PIK3CA PIK3R1 PIM1 PIWIL1 PIWIL2 PLA2G2A PPM1D PRDM2
PRKCI PTGS2 PTK2 PTK6 PTN PTPN14 PTPN6 PYY RAF1 RAN
RAP1GAP RASSF6 RGS17 RHOA RHOC RNASET2 RND3 RNF11 RPRM RREB1
RRM1 RRM2 S100A2 S100A4 S100A8 S100A9 S100PBP S100P SASH1 SDC1
SERPINB5 SFRP4 SHC1 SIAH2 SIRT1 SLC39A6 SLC5A8 SLPI SMAD4
SMARCA4 SOCS1 SOCS6 SORBS2 SPARC SRC SRSF1 MMP11 ST6GALNAC1 STEAP1
STMN1 SULF1 SULF2 EPCAM TBX2 TBX3 TET2 TFF2 TGFBI TGFBR2
TGFBR3 TGM2 THBS1 TIAM1 TJP2 TJP2 TMPRSS3 TMPRSS4 TMSB10 TNS4
TP53INP1 TPD52 TPX2 TRPV1 TSPAN8 TWIST1 TXN USP15 VAV1 VCAN
VCP VIP VMP1 WIF1 WWOX XPO1

External links

arrayMap Topo ( C25) arrayMap ((UZH-SIB Zurich)   [auto + random 100 samples .. if exist ]   [tabulated segments]
 
 
Other databaseICGC Data Portal - [PAAD-US] Pancreatic Cancer - TCGA, US
Other databaseICGC Data Portal - [PACA-AU] Pancreatic Cancer - AU
Other databaseICGC Data Portal - [PACA-CA] Pancreatic Cancer - CA
Other databaseICGC Data Portal - [PAEN-AU] Pancreatic Cancer Endocrine neoplasms - AU
Other databasecBioPortal: Pancreatic Adenocarcinoma (ICGC, Nature 2012)
Other databasecBioPortal: Pancreatic Adenocarcinoma (TCGA, Provisional)
Other databasePancreatic adenocarcinoma (PAAD) TCGA Copy Number Portal
Other databasePancreas adenocarcinoma ( intOGen )
Other databasePancreas adenocarcinoma ( intOGen )
Other databasePancreas adenocarcinoma ( intOGen )
Other databasePancreatic Cancer Overview - Disease Synopsis [canSAR]
Other databasePancreatic Adenocarcinoma [ Genomic Data Commons - NCI TCGA-PAAD]
Disease databasePancreatic tumors: an overview
REVIEW articlesautomatic search in PubMed
Last year articlesautomatic search in PubMed


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indexed on : Fri Jun 30 11:25:06 CEST 2017


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