Whole-genome landscape of pancreatic neuroendocrine tumours
Abstract
The diagnosis of pancreatic neuroendocrine tumours (PanNETs) is increasing owing to more sensitive detection methods, and this increase is creating challenges for clinical management. We performed whole-genome sequencing of 102 primary PanNETs and defined the genomic events that characterize their pathogenesis. Here we describe the mutational signatures they harbour, including a deficiency in G:C > T:A base excision repair due to inactivation of MUTYH, which encodes a DNA glycosylase. Clinically sporadic PanNETs contain a larger-than-expected proportion of germline mutations, including previously unreported mutations in the DNA repair genes MUTYH, CHEK2 and BRCA2. Together with mutations in MEN1 and VHL, these mutations occur in 17% of patients. Somatic mutations, including point mutations and gene fusions, were commonly found in genes involved in four main pathways: chromatin remodelling, DNA damage repair, activation of mTOR signalling (including previously undescribed EWSR1 gene fusions), and telomere maintenance. In addition, our gene expression analyses identified a subgroup of tumours associated with hypoxia and HIF signalling.
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In case FBC070205, substitution signatures were dominated by C>A transversions in NpCpA or NpCpT contexts, which have been linked to MUTYH inactivation.
“substitution signatures were dominated by C>A transversions in NpCpA or NpCpT contexts (Figures 2 and 3) previously associated with inactivation of the BER gene MUTYH [11].”
From Whole-genome sequencing reveals clinically relevant insights into the aetiology of familial breast cancers (2019) · cites this paper as [11]
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“Frequent ATRX inactivation (10–18%) was identified in recent studies defining the molecular genetic landscape of pancreatic NETs [106,107].”
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BackgroundInfluentialMultiple Endocrine Neoplasia Type 1: Latest Insights
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Self-citationAdvances in the Diagnosis and Management of Well-Differentiated Neuroendocrine Neoplasms
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Self-citationDigestive System Mixed Neuroendocrine-Non-Neuroendocrine Neoplasms
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“It has been observed that carcinoids and high-grade NE carcinomas in the lung share most of the altered genes, such as mutations, copy number variations and microRNA, even though at different prevalence (24-27,95,157), and that common mutations or chromosomal changes may unexpectedly cluster tumor regardless of histol…”
BackgroundInfluentialComprehensive Genomic Profiling of Neuroendocrine Carcinomas of the Gastrointestinal System
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“Somatic mutations in pancreatic NETs (Panc-NET) have been well characterized (4, 5).”
Genetic and epigenetic drivers of neuroendocrine tumours (NET)
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Telomere Maintenance Mechanisms in Cancer
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“ALT is also suggested to predict metastatic disease and poor survival in these tumours [306,309,311,312,334].”
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“In the G2 subgroup, tumors displaying ATRX or DAXX or inactivating mutations of negative regulators of mTOR are associated with poor prognosis [207].”
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An Algorithmic Immunohistochemical Approach to Define Tumor Type and Assign Site of Origin
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Comprehensive Genomic Profiling of Gastroenteropancreatic Neuroendocrine Neoplasms (GEP-NENs)
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Comprehensive Genomic Profiling of Neuroendocrine Carcinomas of the Gastrointestinal System
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“Indeed, the immunohistochemical findings in LNETs of the present series parallel those in pancreatic neuroendocrine neoplasms, in which of 80% of cases lacking menin nuclear immunostaining, only 30% revealed MEN1 mutations by sequencing analysis,(36) and subsequent whole-genome analysis showed gross chromosome 11 alte…”
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“Some somatic mutational signatures are strongly linked to pathogenic germline variants in risk genes that play functional roles in DNA repair; for instance, homologous recombination (HR; BRCA1, BRCA2), mismatch repair (MLH1, MSH2, MSH6) or base excision repair (MUTYH) [7–9 , 11].”
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Self-citationThe context-specific role of germline pathogenicity in tumorigenesis
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Genetic immune escape landscape in primary and metastatic cancer
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“Discrepancies between these studies may partly result from the small number of patients, and due to the heterogeneity in patient’s background, especially their genetic profile [8,16,145,184].”
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“Several lines of evidence suggest that most small primary chromosome in metastatic and nonmetastatic PanNETs.”
BackgroundMethodInfluentialSelf-citationGenomic landscape of pancreatic neuroendocrine tumours: the International Cancer Genome Consortium
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“2013) and a previously unreported base excision-repair (BER) deficiency signature due to the biallelic inactivation of the MUTYH gene due to pathogenic germline mutations and somatic loss of heterozygosity; this signature has been shown therein to be the same of MUTYH-associated polyposis (MAP) of the colon (Scarpa et…”
ResultSelf-citationDLL3 as an Emerging Target for the Treatment of Neuroendocrine Neoplasms
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Management of functional neuroendocrine tumors of the pancreas.
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“Other (kidney, spleen, adrenal, adnexa, peritoneum) 5 (6)”
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Combination Strategies to Improve Targeted Radionuclide Therapy
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“In recent years, TRT has rapidly grown in popularity, with agents such as [ 177 Lu-DOTA 0 ,Tyr 3 ]octreotate ( 177 Lu-DOTATATE), 131 I-metaiodobenzylguanidine ( 131 I-MIBG), Bexxar ® and Zevalin ® now clinically approved for the treatment of low-grade neuroendocrine tumours (NETs), neuroblastoma and non-Hodgkin’s lymp…”
BackgroundInfluentialThe landscape of molecular alterations in pancreatic and small intestinal neuroendocrine tumours
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Diagnostic and Prognostic Biomarkers of Adrenal Cortical Carcinoma
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“The recently suggested category of NET G3 in the gastrointestinal tract [6, 27], which has been now introduced in the 2017 WHO classification of endocrine tumours [28], may well represent secondary NETs arising from pre-existing G1/G2 NETs.”
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The neuroendocrine phenotype, genomic profile and therapeutic sensitivity of GEPNET cell lines
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Mutational signatures are markers of drug sensitivity of cancer cells
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“This exceeds the number of drug associations replicated in PRISM involving driver mutations (37), copy-number changes (55), or DNA methylation (64) in the same test.”
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A MUTYH germline mutation is associated with small intestinal neuroendocrine tumors
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“This matter deserves follow-up studies for both SI-NETs and PAN-NETs.”
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Current and emerging therapies for PNETs in patients with or without MEN1
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Pancreatic Neuroendocrine Tumors: Molecular Mechanisms and Therapeutic Targets
Maharjan, C. K., Ear, P. H., Tran, C. G., Howe, J. R., Chandrasekharan, C., & Quelle, D. E. (2021) · Cancers · doi:10.3390/cancers13205117 · Cited by 75 · see citing works
“One of the major conclusions has been that pNETs, unlike PDACs, have a low mutational burden [23,24].”
BackgroundResultInfluentialHistopathological, immunohistochemical, genetic and molecular markers of neuroendocrine neoplasms
Kyriakopoulos, G., Mavroeidi, V., Chatzellis, E., Kaltsas, G., & Alexandraki, K. (2018) · Annals of Translational Medicine · doi:10.21037/atm.2018.06.27 · Cited by 74 · see citing works
“Moreover, biallelic inactivation of ATRX or DAXX through loss of heterozygosity (LOH) was strongly associated with an increase in telomere length as quantified by whole-genome sequencing data (95) while their mutations promoted alternative lengthening of telomeres (ALT) and chromosomal instability (96,97).”
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Twenty years of menin: emerging opportunities for restoration of transcriptional regulation in MEN1
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“Mutations in genes associated with DNArepair have been described in pancreatic neuroendocrine tumours [22].”
BackgroundMolecular Events in the Natural History of Pancreatic Cancer
Oldfield, L. E., Connor, A. A., & Gallinger, S. (2017) · Trends in cancer · doi:10.1016/j.trecan.2017.04.005 · Cited by 65 · see citing works
Lawrence, B. J., Blenkiron, C., Parker, K., Tsai, P., Fitzgerald, S. J., Shields, P., Robb, T. J., Yeong, M. L., Kramer, N., James, S., et al. (2018) · npj Genomic Medicine · doi:10.1038/s41525-018-0058-3 · Cited by 65 · see citing works
Self-citationPulvirenti, A., Javed, A. A., Landoni, L., Jamieson, N. B., Chou, J. F., Miotto, M., He, J., Gonen, M., Pea, A., Tang, L. H., et al. (2019) · Annals of Surgery · doi:10.1097/sla.0000000000003579 · Cited by 64 · see citing works
“Age, yrs, median (range) 57 (19–85) 59 (27–83) 55 (19–85) Sex, n (%) Female 321 (51) 116 (51) 205 (51) Male 311 (49) 110 (49) 201 (49) Functional, n (%) No 540 (85) 215 (95) 325 (80) Yes 90 (14) 11 (5) 79 (19) Unknown 2 (1) 0 (0) 2 (1) Multifocal, n (%) No 618 (98) 216 (96) 402 (99) Yes 14 (2) 10 (4) 5 (1) Primary pan…”
Self-citationScott, A. T., Weitz, M., Breheny, P. J., Ear, P. H., Darbro, B. W., Brown, B. J., Braun, T. A., Li, G., Umesalma, S., Kaemmer, C. A., et al. (2020) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-19-2884 · Cited by 63 · see citing works
“Other commonly mutated genes include DAXX or ATRX, genes in the mTOR pathway, genes involved in DNA damage repair such as MUTHY, and genes involved in chromatin modification.(17,18) Although mutations in the mTOR pathway are seen in only 12-15% of PNETs, expression and activity level analyses have revealed alterations…”
BackgroundNeuroendocrine neoplasia of the gastrointestinal tract revisited: towards precision medicine
Rindi, G., & Wiedenmann, B. J. (2020) · Nature Reviews Endocrinology · doi:10.1038/s41574-020-0391-3 · Cited by 63 · see citing works
Lawlor, R. T., Veronese, N., Pea, A., Nottegar, A., Smith, L., Pilati, C., Demurtas, J., Fassan, M., Cheng, L., & Luchini, C. (2019) · BMC Cancer · doi:10.1186/s12885-019-5424-8 · Cited by 62 · see citing works
Self-citation
- Authors
- Initiative, A. P. C. G., Scarpa, A., Chang, D. K., Nones, K., Corbo, V., Patch, A.-M., Bailey, P., Lawlor, R. T., Johns, A. L., Miller, D. K., Mafficini, A., Rusev, B., Scardoni, M., Antonello, D., Barbi, S., Sikora, K. O., Cingarlini, S., Vicentini, C., McKay, S., Quinn, M. C. J., Bruxner, T. J. C., Christ, A. N., Harliwong, I., Idrisoglu, S., McLean, S., Nourse, C., Nourbakhsh, E., Wilson, P. J., Anderson, M. J., Fink, J. L., Newell, F., Waddell, N., Holmes, O., Kazakoff, S. H., Leonard, C., Wood, S., Xu, Q., Nagaraj, S. H., Amato, E., Dalai, I., Bersani, S., Cataldo, I., Dei Tos, A. P., Capelli, P., Davì, M. V., Landoni, L., Malpaga, A., Miotto, M., Whitehall, V. L. J., Leggett, B. A., Harris, J. L., Harris, J., Jones, M. D., Humphris, J., Chantrill, L. A., Chin, V., Nagrial, A. M., Pajic, M., Scarlett, C. J., Pinho, A., Rooman, I., Toon, C., Wu, J., Pinese, M., Cowley, M., Barbour, A., Mawson, A., Humphrey, E. S., Colvin, E. K., Chou, A., Lovell, J. A., Jamieson, N. B., Duthie, F., Gingras, M.-C., Fisher, W. E., Dagg, R. A., Lau, L. M. S., Lee, M., Pickett, H. A., Reddel, R. R., Samra, J. S., Kench, J. G., Merrett, N. D., Epari, K., Nguyen, N. Q., Zeps, N., Falconi, M., Simbolo, M., Butturini, G., Van Buren, G., Partelli, S., Fassan, M., Khanna, K. K., Gill, A. J., Wheeler, D. A., Gibbs, R. A., Musgrove, E. A., Bassi, C., Tortora, G., Pederzoli, P., Pearson, J. V., Waddell, N., Biankin, A. V., & Grimmond, S. M.
- Affiliations
- University of Verona (IT)
- Garvan Institute of Medical Research (AU)
- The University of Queensland (AU)
- Queensland University of Technology (AU)
- Glasgow Royal Infirmary (GB)
- Baylor College of Medicine (US)
- Children's Hospital at Westmead (AU)
- The University of Sydney (AU)
- Fremantle Hospital (AU)
- Royal Adelaide Hospital (AU)
- The University of Melbourne (AU)
- Corresponding author
- Scarpa, Aldo
- Biankin, Andrew V.
- Grimmond, Sean M.
- ORCID
- Scarpa, Aldo
- Chang, David K.
- Corbo, Vincenzo
- Patch, Ann-Marie
- Bailey, Peter
- Lawlor, Rita T.
- Johns, Amber L.
- Mafficini, Andrea
- Rusev, Borislav
- Antonello, Davide
- Barbi, Stefano
- Cingarlini, Sara
- Vicentini, Caterina
- Quinn, Michael C. J.
- Bruxner, Timothy J. C.
- Christ, Angelika N.
- Harliwong, Ivon
- Nourbakhsh, Ehsan
- Wilson, Peter J.
- Anderson, Matthew J.
- Fink, J. Lynn
- Newell, Felicity
- Holmes, Oliver
- Kazakoff, Stephen H.
- Leonard, Conrad
- Wood, Scott
- Nagaraj, Shivashankar Hiriyur
- Bersani, Samantha
- Cataldo, Ivana
- Davì, Maria Vittoria
- Landoni, Luca
- Malpaga, Anna
- Miotto, Marco
- Whitehall, Vicki L. J.
- Leggett, Barbara A.
- Harris, Jonathan
- Jones, Marc D.
- Chantrill, Lorraine A.
- Chin, Venessa
- Nagrial, Adnan M.
- Pajic, Marina
- Scarlett, Christopher J.
- Pinho, Andreia
- Rooman, Ilse
- Toon, Christopher
- Wu, Jianmin
- Pinese, Mark
- Cowley, Mark
- Barbour, Andrew
- Mawson, Amanda
- Colvin, Emily K.
- Chou, Angela
- Jamieson, Nigel B.
- Gingras, Marie-Claude
- Dagg, Rebecca A.
- Lau, Loretta M. S.
- Lee, Michael
- Pickett, Hilda A.
- Reddel, Roger R.
- Samra, Jaswinder S.
- Kench, James G.
- Merrett, Neil D.
- Nguyen, Nam Q.
- Zeps, Nikolajs
- Falconi, Massimo
- Simbolo, Michele
- Partelli, Stefano
- Fassan, Matteo
- Khanna, Kum Kum
- Gill, Anthony J.
- Wheeler, David A.
- Gibbs, Richard A.
- Bassi, Claudio
- Tortora, Giampaolo
- Pearson, John V.
- Waddell, Nicola
- Biankin, Andrew V.
- Grimmond, Sean M.
- Venue
- Nature
- Published
- 2017-02-15
- Volume
- 543
- Issue
- 7643
- Pages
- 65-71
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- OpenAlex
- W2589112207
- Cited by
- 999
- References
- 62
- Citations by year
- 2026: 65 · 2025: 101 · 2024: 103 · 2023: 110 · 2022: 126 · 2021: 108 · 2020: 131 · 2019: 89 · 2018: 103 · 2017: 52 · 2015: 1 · 2014: 1 · 2013: 1 · 2012: 2
- FWCI
- 81.15
- Type
- journal article
- Language
- en
- Update notices
- erratum (2017-09-27)
- Open access
- closed
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam) (acceptedVersion)
- QUT ePrints (Queensland University of Technology) (submittedVersion)
- UWA Profiles and Research Repository (UWA) (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Adelaide Research & Scholarship (AR&S) (University of Adelaide) (submittedVersion)
- Archivio Istituzionale della Ricerca - Università Vita-Salute San Raffaele (submittedVersion)
- NOVA (University of Newcastle Australia) (submittedVersion)
- VUBIR (Vrije Universiteit Brussel) (submittedVersion)
- Padua Research Archive (University of Padova) (submittedVersion)
- Funders
- Pancreatic Cancer UK (RIF2015_A06_Jamieson, FLF2015_04_GLASGOW)
- Wellcome Trust (103721/Z/14/Z)
- Cancer Research UK (23526, 17263, 22533)
- Academy of Medical Sciences (AMS-SGCL9-Jamieson)
- Medical Research Council (MR/N005813/1)
- Topics
- Health Sciences › Medicine › Epidemiology › Neuroendocrine Tumor Research Advances
- Health Sciences › Medicine › Oncology › Pancreatic and Hepatic Oncology Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer Genomics and Diagnostics
- Keywords
- pancreatic neuroendocrine tumors, mutational signatures, MUTYH, germline mutations, CHEK2, BRCA2, MEN1, VHL, chromatin remodeling, DNA repair, mTOR signaling, telomere maintenance, hypoxia, carcinogenesis
- MeSH terms
- Base Sequence, Calmodulin-Binding Proteins, Chromosome Aberrations, DNA Mutational Analysis, DNA Repair, Female, Humans, Male, Pancreatic Neoplasms, Genome, Human, RNA-Binding Proteins, Telomere, Germ-Line Mutation, Carcinoma, Neuroendocrine, Genomics, RNA-Binding Protein EWS, Chromatin Assembly and Disassembly, DNA Glycosylases, DNA Copy Number Variations, TOR Serine-Threonine Kinases
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