Skip to main content
Top
Published in: Digestive Diseases and Sciences 8/2020

01-08-2020 | Pancreatic Cyst | Original Article

Mutational Mosaics of Cell-Free DNA from Pancreatic Cyst Fluids

Authors: Agnieszka Paziewska, Marcin Polkowski, Krzysztof Goryca, Jakub Karczmarski, Anna Wiechowska-Kozlowska, Michalina Dabrowska, Michal Mikula, Jerzy Ostrowski

Published in: Digestive Diseases and Sciences | Issue 8/2020

Login to get access

Abstract

Background

Pancreatic cyst fluids (PCFs) enriched in tumor-derived DNA are a potential source of new biomarkers. The study aimed to analyze germinal variants and mutational profiles of cell-free (cf)DNA shed into the cavity of pancreatic cysts.

Methods

The study cohort consisted of 71 patients who underwent endoscopic ultrasound fine-needle aspiration of PCF. Five malignant cysts, 19 intraductal papillary mucinous neoplasms (IPMNs), 11 mucinous cystic neoplasms (MCNs), eight serous cystic neoplasms (SCNs), and 28 pseudocysts were identified. The sequencing of 409 genes included in Comprehensive Cancer Panel was performed using Ion Proton System. The mutation rate of the KRAS and GNAS canonical loci was additionally determined using digital PCR.

Results

The number of mutations detected with NGS varied from 0 to 22 per gene, and genes with the most mutations were: TP53, KRAS, PIK3CA, GNAS, ADGRA2, and APC. The frequencies of the majority of mutations did not differ between non-malignant cystic neoplasms and pseudocysts. NGS detected KRAS mutations in malignant cysts (60%), IPMNs (32%), MCNs (64%), SCNs (13%), and pseudocysts (14%), with GNAS mutations in 20%, 26%, 27%, 13%, and 21% of samples, respectively. Digital PCR-based testing increased KRAS (68%) and GNAS (52%) mutations detection level in IPMNs, but not other cyst types.

Conclusions

We demonstrate relatively high rates of somatic mutations of cancer-related genes, including KRAS and GNAS, in cfDNA isolated from PCFs irrespectively of the pancreatic cyst type. Further studies on molecular mechanisms of pancreatic cysts malignant transformation in relation to their mutational profiles are required.
Appendix
Available only for authorised users
Literature
1.
go back to reference Jaiswal S, Fontanillas P, Flannick J, et al. Age-related clonal hematopoiesis associated with adverse outcomes. N Engl J Med. 2014;371:2488–2498.PubMedPubMedCentral Jaiswal S, Fontanillas P, Flannick J, et al. Age-related clonal hematopoiesis associated with adverse outcomes. N Engl J Med. 2014;371:2488–2498.PubMedPubMedCentral
2.
go back to reference Genovese G, Kähler AK, Handsaker RE, et al. Clonal hematopoiesis and blood-cancer risk inferred from blood DNA sequence. N Engl J Med. 2014;371:2477–2487.PubMedPubMedCentral Genovese G, Kähler AK, Handsaker RE, et al. Clonal hematopoiesis and blood-cancer risk inferred from blood DNA sequence. N Engl J Med. 2014;371:2477–2487.PubMedPubMedCentral
3.
go back to reference Martincorena I, Roshan A, Gerstung M, et al. Tumor evolution. High burden and pervasive positive selection of somatic mutations in normal human skin. Science. 2015;348:880–886.PubMedPubMedCentral Martincorena I, Roshan A, Gerstung M, et al. Tumor evolution. High burden and pervasive positive selection of somatic mutations in normal human skin. Science. 2015;348:880–886.PubMedPubMedCentral
4.
go back to reference Yokoyama A, Kakiuchi N, Yoshizato T, et al. Age-related remodelling of oesophageal epithelia by mutated cancer drivers. Nature. 2019;565:312–317.PubMed Yokoyama A, Kakiuchi N, Yoshizato T, et al. Age-related remodelling of oesophageal epithelia by mutated cancer drivers. Nature. 2019;565:312–317.PubMed
5.
go back to reference Martincorena I, Fowler JC, Wabik A, et al. Somatic mutant clones colonize the human esophagus with age. Science. 2018;362:911–917.PubMedPubMedCentral Martincorena I, Fowler JC, Wabik A, et al. Somatic mutant clones colonize the human esophagus with age. Science. 2018;362:911–917.PubMedPubMedCentral
6.
go back to reference Yizhak K, Aguet F, Kim J, et al. RNA sequence analysis reveals macroscopic somatic clonal expansion across normal tissues. Science. 2019;364:pii: eaaw0726. Yizhak K, Aguet F, Kim J, et al. RNA sequence analysis reveals macroscopic somatic clonal expansion across normal tissues. Science. 2019;364:pii: eaaw0726.
7.
go back to reference Basturk O, Coban I, Adsay NV. Pancreatic cysts: pathologic classification, differential diagnosis, and clinical implications. Arch Pathol Lab Med. 2009;133:423–438.PubMed Basturk O, Coban I, Adsay NV. Pancreatic cysts: pathologic classification, differential diagnosis, and clinical implications. Arch Pathol Lab Med. 2009;133:423–438.PubMed
8.
go back to reference Hruban RH, Maitra A, Kern SE, Goggins M. Precursors to pancreatic cancer. Gastroenterol Clin North Am. 2007;36:831–849.PubMedPubMedCentral Hruban RH, Maitra A, Kern SE, Goggins M. Precursors to pancreatic cancer. Gastroenterol Clin North Am. 2007;36:831–849.PubMedPubMedCentral
9.
go back to reference Fernández-del Castillo C, Targarona J, Thayer SP, Rattner DW, Brugge WR, Warshaw AL. Incidental pancreatic cysts: clinicopathologic characteristics and comparison with symptomatic patients. Arch Surg. 2003;138:427–434. (discussion 433-434).PubMedPubMedCentral Fernández-del Castillo C, Targarona J, Thayer SP, Rattner DW, Brugge WR, Warshaw AL. Incidental pancreatic cysts: clinicopathologic characteristics and comparison with symptomatic patients. Arch Surg. 2003;138:427–434. (discussion 433-434).PubMedPubMedCentral
10.
go back to reference Adsay NV, Klimstra DS, Compton CC. Cystic lesions of the pancreas. Introduction. Semin Diagn Pathol. 2000;17:1–6.PubMed Adsay NV, Klimstra DS, Compton CC. Cystic lesions of the pancreas. Introduction. Semin Diagn Pathol. 2000;17:1–6.PubMed
11.
go back to reference Correa-Gallego C, Ferrone CR, Thayer SP, Wargo JA, Warshaw AL, Fernández-Del Castillo C. Incidental pancreatic cysts: Do we really know what we are watching? Pancreatology. 2010;10:144–150.PubMedPubMedCentral Correa-Gallego C, Ferrone CR, Thayer SP, Wargo JA, Warshaw AL, Fernández-Del Castillo C. Incidental pancreatic cysts: Do we really know what we are watching? Pancreatology. 2010;10:144–150.PubMedPubMedCentral
12.
go back to reference Bosman FT, World Health Organization, International Agency for Research on Cancer, eds. WHO classification of tumours of the digestive system. Lyon: IARC Press; 2010. Bosman FT, World Health Organization, International Agency for Research on Cancer, eds. WHO classification of tumours of the digestive system. Lyon: IARC Press; 2010.
13.
go back to reference Yoon WJ, Brugge WR. Pancreatic cystic neoplasms: diagnosis and management. Gastroenterol Clin North Am. 2012;41:103–118.PubMed Yoon WJ, Brugge WR. Pancreatic cystic neoplasms: diagnosis and management. Gastroenterol Clin North Am. 2012;41:103–118.PubMed
14.
go back to reference Tanaka M, Chari S, Adsay V, et al. International consensus guidelines for management of intraductal papillary mucinous neoplasms and mucinous cystic neoplasms of the pancreas. Pancreatology.. 2006;6:17–32.PubMed Tanaka M, Chari S, Adsay V, et al. International consensus guidelines for management of intraductal papillary mucinous neoplasms and mucinous cystic neoplasms of the pancreas. Pancreatology.. 2006;6:17–32.PubMed
15.
go back to reference Wu J, Matthaei H, Maitra A, et al. Recurrent GNAS mutations define an unexpected pathway for pancreatic cyst development. Sci Transl Med. 2011;3:92ra66.PubMedPubMedCentral Wu J, Matthaei H, Maitra A, et al. Recurrent GNAS mutations define an unexpected pathway for pancreatic cyst development. Sci Transl Med. 2011;3:92ra66.PubMedPubMedCentral
16.
go back to reference Furukawa T, Kuboki Y, Tanji E, et al. Whole-exome sequencing uncovers frequent GNAS mutations in intraductal papillary mucinous neoplasms of the pancreas. Sci Rep.. 2011;1:161.PubMedPubMedCentral Furukawa T, Kuboki Y, Tanji E, et al. Whole-exome sequencing uncovers frequent GNAS mutations in intraductal papillary mucinous neoplasms of the pancreas. Sci Rep.. 2011;1:161.PubMedPubMedCentral
17.
go back to reference Wu J, Jiao Y, Dal Molin M, et al. Whole-exome sequencing of neoplastic cysts of the pancreas reveals recurrent mutations in components of ubiquitin-dependent pathways. Proc Natl Acad Sci USA. 2011;108:21188–21193.PubMedPubMedCentral Wu J, Jiao Y, Dal Molin M, et al. Whole-exome sequencing of neoplastic cysts of the pancreas reveals recurrent mutations in components of ubiquitin-dependent pathways. Proc Natl Acad Sci USA. 2011;108:21188–21193.PubMedPubMedCentral
18.
go back to reference Springer S, Wang Y, Dal Molin M, et al. A combination of molecular markers and clinical features improve the classification of pancreatic cysts. Gastroenterology. 2015;149:1501–1510.PubMed Springer S, Wang Y, Dal Molin M, et al. A combination of molecular markers and clinical features improve the classification of pancreatic cysts. Gastroenterology. 2015;149:1501–1510.PubMed
19.
go back to reference Paziewska A, Polkowski M, Rubel T, et al. Mass spectrometry-based comprehensive analysis of pancreatic cyst fluids. Biomed Res Int. 2018;2018:7169595.PubMedPubMedCentral Paziewska A, Polkowski M, Rubel T, et al. Mass spectrometry-based comprehensive analysis of pancreatic cyst fluids. Biomed Res Int. 2018;2018:7169595.PubMedPubMedCentral
20.
go back to reference McKenna A, Hanna M, Banks E, et al. The genome analysis toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data. Genome Res. 2010;20:1297–1303.PubMedPubMedCentral McKenna A, Hanna M, Banks E, et al. The genome analysis toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data. Genome Res. 2010;20:1297–1303.PubMedPubMedCentral
21.
go back to reference Wang K, Li M, Hakonarson H. ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data. Nucl Acids Res. 2010;38:e164.PubMedPubMedCentral Wang K, Li M, Hakonarson H. ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data. Nucl Acids Res. 2010;38:e164.PubMedPubMedCentral
22.
go back to reference Ng PC, Henikoff S. SIFT: predicting amino acid changes that affect protein function. Nucl Acids Res. 2003;31:3812–3814.PubMedPubMedCentral Ng PC, Henikoff S. SIFT: predicting amino acid changes that affect protein function. Nucl Acids Res. 2003;31:3812–3814.PubMedPubMedCentral
23.
go back to reference Adzhubei I, Jordan DM, Sunyaev SR. Predicting functional effect of human missense mutations using PolyPhen-2. Curr Protoc Hum Genet. 2013;76:7.20.1–7.20.41. Adzhubei I, Jordan DM, Sunyaev SR. Predicting functional effect of human missense mutations using PolyPhen-2. Curr Protoc Hum Genet. 2013;76:7.20.1–7.20.41.
24.
go back to reference Sing T, Sander O, Beerenwinkel N, Lengauer T. ROCR: visualizing classifier performance in R. Bioinformatics. 2005;21:3940–3941.PubMed Sing T, Sander O, Beerenwinkel N, Lengauer T. ROCR: visualizing classifier performance in R. Bioinformatics. 2005;21:3940–3941.PubMed
25.
go back to reference Vege SS, Ziring B, Jain R, Moayyedi P, Clinical Guidelines Committee, American Gastroenterology Association. American gastroenterological association institute guideline on the diagnosis and management of asymptomatic neoplastic pancreatic cysts. Gastroenterology. 2015;148:819–822.PubMed Vege SS, Ziring B, Jain R, Moayyedi P, Clinical Guidelines Committee, American Gastroenterology Association. American gastroenterological association institute guideline on the diagnosis and management of asymptomatic neoplastic pancreatic cysts. Gastroenterology. 2015;148:819–822.PubMed
26.
go back to reference Jones M, Zheng Z, Wang J, et al. Impact of next-generation sequencing on the clinical diagnosis of pancreatic cysts. Gastrointest Endosc. 2016;83:140–148.PubMed Jones M, Zheng Z, Wang J, et al. Impact of next-generation sequencing on the clinical diagnosis of pancreatic cysts. Gastrointest Endosc. 2016;83:140–148.PubMed
27.
go back to reference Zheng Z, Liebers M, Zhelyazkova B, et al. Anchored multiplex PCR for targeted next-generation sequencing. Nat Med. 2014;20:1479–1484.PubMed Zheng Z, Liebers M, Zhelyazkova B, et al. Anchored multiplex PCR for targeted next-generation sequencing. Nat Med. 2014;20:1479–1484.PubMed
28.
go back to reference Singhi AD, McGrath K, Brand RE, et al. Preoperative next-generation sequencing of pancreatic cyst fluid is highly accurate in cyst classification and detection of advanced neoplasia. Gut. 2018;67:2131–2141.PubMed Singhi AD, McGrath K, Brand RE, et al. Preoperative next-generation sequencing of pancreatic cyst fluid is highly accurate in cyst classification and detection of advanced neoplasia. Gut. 2018;67:2131–2141.PubMed
29.
go back to reference Singhi AD, Nikiforova MN, Fasanella KE, et al. Preoperative GNAS and KRAS testing in the diagnosis of pancreatic mucinous cysts. Clin Cancer Res. 2014;20:4381–4389.PubMed Singhi AD, Nikiforova MN, Fasanella KE, et al. Preoperative GNAS and KRAS testing in the diagnosis of pancreatic mucinous cysts. Clin Cancer Res. 2014;20:4381–4389.PubMed
30.
go back to reference Gleeson FC, Levy MJ. The evolving field of genomic biomarkers to characterize pancreatic cystic neoplasia by EUS-guided FNA. Gastrointest Endosc. 2016;83:149–150.PubMed Gleeson FC, Levy MJ. The evolving field of genomic biomarkers to characterize pancreatic cystic neoplasia by EUS-guided FNA. Gastrointest Endosc. 2016;83:149–150.PubMed
31.
go back to reference Khalid A, McGrath KM, Zahid M, et al. The role of pancreatic cyst fluid molecular analysis in predicting cyst pathology. Clin Gastroenterol Hepatol. 2005;3:967–973.PubMed Khalid A, McGrath KM, Zahid M, et al. The role of pancreatic cyst fluid molecular analysis in predicting cyst pathology. Clin Gastroenterol Hepatol. 2005;3:967–973.PubMed
32.
go back to reference Schoedel KE, Finkelstein SD, Ohori NP. K-Ras and microsatellite marker analysis of fine-needle aspirates from intraductal papillary mucinous neoplasms of the pancreas. Diagn Cytopathol. 2006;34:605–608.PubMed Schoedel KE, Finkelstein SD, Ohori NP. K-Ras and microsatellite marker analysis of fine-needle aspirates from intraductal papillary mucinous neoplasms of the pancreas. Diagn Cytopathol. 2006;34:605–608.PubMed
33.
go back to reference Amato E, Molin MD, Mafficini A, et al. Targeted next-generation sequencing of cancer genes dissects the molecular profiles of intraductal papillary neoplasms of the pancreas. J Pathol. 2014;233:217–227.PubMedPubMedCentral Amato E, Molin MD, Mafficini A, et al. Targeted next-generation sequencing of cancer genes dissects the molecular profiles of intraductal papillary neoplasms of the pancreas. J Pathol. 2014;233:217–227.PubMedPubMedCentral
34.
go back to reference Kadayifci A, Atar M, Wang JL, et al. Value of adding GNAS testing to pancreatic cyst fluid KRAS and carcinoembryonic antigen analysis for the diagnosis of intraductal papillary mucinous neoplasms. Dig Endosc. 2017;29:111–117.PubMed Kadayifci A, Atar M, Wang JL, et al. Value of adding GNAS testing to pancreatic cyst fluid KRAS and carcinoembryonic antigen analysis for the diagnosis of intraductal papillary mucinous neoplasms. Dig Endosc. 2017;29:111–117.PubMed
35.
go back to reference Tanaka M, Fernández-del Castillo C, Adsay V, et al. International consensus guidelines 2012 for the management of IPMN and MCN of the pancreas. Pancreatology. 2012;12:183–197.PubMed Tanaka M, Fernández-del Castillo C, Adsay V, et al. International consensus guidelines 2012 for the management of IPMN and MCN of the pancreas. Pancreatology. 2012;12:183–197.PubMed
36.
go back to reference Kleftogiannis D, Punta M, Jayaram A, et al. Identification of single nucleotide variants using position-specific error estimation in deep sequencing data. BMC Med Genom. 2019;12:115. Kleftogiannis D, Punta M, Jayaram A, et al. Identification of single nucleotide variants using position-specific error estimation in deep sequencing data. BMC Med Genom. 2019;12:115.
37.
go back to reference Dias Carvalho P, Guimarães CF, Cardoso AP, et al. KRAS oncogenic signaling extends beyond cancer cells to orchestrate the microenvironment. Cancer Res. 2018;78:7–14.PubMed Dias Carvalho P, Guimarães CF, Cardoso AP, et al. KRAS oncogenic signaling extends beyond cancer cells to orchestrate the microenvironment. Cancer Res. 2018;78:7–14.PubMed
38.
go back to reference Park JT, Johnson N, Liu S, et al. Differential in vivo tumorigenicity of diverse KRAS mutations in vertebrate pancreas: a comprehensive survey. Oncogene. 2015;34:2801–2806.PubMed Park JT, Johnson N, Liu S, et al. Differential in vivo tumorigenicity of diverse KRAS mutations in vertebrate pancreas: a comprehensive survey. Oncogene. 2015;34:2801–2806.PubMed
39.
go back to reference Anglesio MS, Papadopoulos N, Ayhan A, et al. Cancer-associated mutations in endometriosis without cancer. N Engl J Med. 2017;376:1835–1848.PubMedPubMedCentral Anglesio MS, Papadopoulos N, Ayhan A, et al. Cancer-associated mutations in endometriosis without cancer. N Engl J Med. 2017;376:1835–1848.PubMedPubMedCentral
40.
go back to reference Nikolaev SI, Vetiska S, Bonilla X, et al. Somatic activating KRAS mutations in arteriovenous malformations of the brain. N Engl J Med. 2018;378:250–261.PubMedPubMedCentral Nikolaev SI, Vetiska S, Bonilla X, et al. Somatic activating KRAS mutations in arteriovenous malformations of the brain. N Engl J Med. 2018;378:250–261.PubMedPubMedCentral
42.
go back to reference Vogelstein B, Papadopoulos N, Velculescu VE, Zhou S, Diaz LA, Kinzler KW. Cancer genome landscapes. Science. 2013;339:1546–1558.PubMedPubMedCentral Vogelstein B, Papadopoulos N, Velculescu VE, Zhou S, Diaz LA, Kinzler KW. Cancer genome landscapes. Science. 2013;339:1546–1558.PubMedPubMedCentral
43.
go back to reference Molin MD, Matthaei H, Wu J, et al. Clinicopathological correlates of activating GNAS mutations in intraductal papillary mucinous neoplasm (IPMN) of the pancreas. Ann Surg Oncol. 2013;20:3802–3808.PubMed Molin MD, Matthaei H, Wu J, et al. Clinicopathological correlates of activating GNAS mutations in intraductal papillary mucinous neoplasm (IPMN) of the pancreas. Ann Surg Oncol. 2013;20:3802–3808.PubMed
44.
go back to reference Lee LS, Doyle LA, Houghton J, et al. Differential expression of GNAS and KRAS mutations in pancreatic cysts. JOP. 2014;15:581–586.PubMed Lee LS, Doyle LA, Houghton J, et al. Differential expression of GNAS and KRAS mutations in pancreatic cysts. JOP. 2014;15:581–586.PubMed
45.
go back to reference Al-Haddad M, DeWitt J, Sherman S, et al. Performance characteristics of molecular (DNA) analysis for the diagnosis of mucinous pancreatic cysts. Gastrointest Endosc. 2014;79:79–87.PubMed Al-Haddad M, DeWitt J, Sherman S, et al. Performance characteristics of molecular (DNA) analysis for the diagnosis of mucinous pancreatic cysts. Gastrointest Endosc. 2014;79:79–87.PubMed
46.
go back to reference Cottrell CE, Al-Kateb H, Bredemeyer AJ, et al. Validation of a next-generation sequencing assay for clinical molecular oncology. J Mol Diagn. 2014;16:89–105.PubMedPubMedCentral Cottrell CE, Al-Kateb H, Bredemeyer AJ, et al. Validation of a next-generation sequencing assay for clinical molecular oncology. J Mol Diagn. 2014;16:89–105.PubMedPubMedCentral
47.
go back to reference Milbury CA, Zhong Q, Lin J, et al. Determining lower limits of detection of digital PCR assays for cancer-related gene mutations. Biomol Detect Quantif. 2014;1:8–22.PubMedPubMedCentral Milbury CA, Zhong Q, Lin J, et al. Determining lower limits of detection of digital PCR assays for cancer-related gene mutations. Biomol Detect Quantif. 2014;1:8–22.PubMedPubMedCentral
Metadata
Title
Mutational Mosaics of Cell-Free DNA from Pancreatic Cyst Fluids
Authors
Agnieszka Paziewska
Marcin Polkowski
Krzysztof Goryca
Jakub Karczmarski
Anna Wiechowska-Kozlowska
Michalina Dabrowska
Michal Mikula
Jerzy Ostrowski
Publication date
01-08-2020
Publisher
Springer US
Keyword
Pancreatic Cyst
Published in
Digestive Diseases and Sciences / Issue 8/2020
Print ISSN: 0163-2116
Electronic ISSN: 1573-2568
DOI
https://doi.org/10.1007/s10620-019-06043-1

Other articles of this Issue 8/2020

Digestive Diseases and Sciences 8/2020 Go to the issue
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discuss last year's major advances in heart failure and cardiomyopathies.