Stool DNA testing for the detection of pancreatic cancer: Assessment of methylation marker candidates
Open accessAbstract
BACKGROUND: Pancreatic cancer (PanC) presents at late stage with high mortality. Effective early detection methods are needed. Aberrantly methylated genes are unexplored as markers for noninvasive detection by stool testing. The authors aimed to select discriminant methylated genes and to assess accuracy of these and mutant KRAS in stool to detect PanC. METHODS: Nine target genes were assayed by real‐time methylation‐specific polymerase chain reaction (MSP) in bisulfite‐treated DNA from microdissected frozen specimens of 24 PanC cases and 30 normal colon controls. Archived stools from 58 PanC cases and 65 controls matched on sex, age, and smoking were analyzed. Target genes from fecal supernatants were enriched by hybrid capture, bisulfite‐treated, and assayed by MSP. KRAS mutations were assayed using the QuARTS technique. RESULTS: Areas under the receiver operating characteristics curves (AUCs) for tissue BMP3, NDRG4, EYA4, UCHL1, MDFI, Vimentin, CNTNAP2, SFRP2, and TFPI2 were 0.90, 0.79, 0.78, 0.78, 0.77, 0.77, 0.69, 0.67, and 0.66, respectively. The top 4 markers and mutant KRAS were evaluated in stool. BMP3 was the most discriminant methylation marker in stool. At 90% specificity, methylated BMP3 alone detected 51% of PanCs, mutant KRAS detected 50%, and combination detected 67%. AUCs for methylated BMP3, mutant KRAS, and combination in stool were 0.73, 0.75, and 0.85, respectively. CONCLUSIONS: This study demonstrates that stool assay of a methylated gene marker can detect PanC. Among candidate methylated markers discriminant in tissue, BMP3 alone performed well in stool. Combining methylated BMP3 and mutant KRAS increased stool detection over either marker alone. Cancer 2011;. © 2011 American Cancer Society.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Blood remains the most commonly studied biospecimen for early detection, but many analytes are also present in other proximate samples, including pancreatic juice, stool, urine, saliva, and pancreatic cyst fluid.
“In passing, it also needs to be stated that, although blood remains the most commonly studied biospecimen for early detection, many of the analytes are also present in other proximate samples, including pancreatic juice,53,54 stool,55 urine,56,57 saliva,58 and pancreatic cyst fluid.59”
From Artificial Intelligence and Early Detection of Pancreatic Cancer: 2020 Summative Review (2021) · cites this paper as [55]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
No references could be resolved yet.
Research works printed but not linked: 38
- [1]Jemal A Siegel R Xu J Ward E Cancer statistics, 2010 CA Cancer J Clin 60 5 277 300 20610543
- [2]Ghaneh P Costello E Neoptolemos JP Biology and management of pancreatic cancer Gut 2007 56 8 1134 1152 17625148 PMC1955499
- [3]Cleary SP Gryfe R Guindi M Prognostic factors in resected pancreatic adenocarcinoma: analysis of actual 5-year survivors J Am Coll Surg 2004 198 5 722 731 15110805
- [4]Yeo CJ Cameron JL Lillemoe KD Pancreaticoduodenectomy for cancer of the head of the pancreas. 201 patients Ann Surg 1995 221 6 721 731 discussion 31-3 7794076 PMC1234702
- [5]Canto MI Goggins M Hruban RH Screening for early pancreatic neoplasia in high-risk individuals: a prospective controlled study Clin Gastroenterol Hepatol 2006 4 6 766 781 quiz 665 16682259
- [6]Schenk M Schwartz AG O'Neal E Familial risk of pancreatic cancer J Natl Cancer Inst 2001 93 8 640 644 11309441
- [7]Klein AP Hruban RH Brune KA Petersen GM Goggins M Familial pancreatic cancer Cancer J 2001 7 4 266 273 11561603
- [8]Gudlaugsdottir S van Blankenstein M Dees J Wilson JH A majority of patients with Barrett's oesophagus are unlikely to benefit from endoscopic cancer surveillance Eur J Gastroenterol Hepatol 2001 13 6 639 645 11434588
- [9]Inadomi JM Surveillance in Barrett's esophagus: a failed premise Keio J Med 2009 58 1 12 18 19398879
- [10]Yeh JM Ho W Hur C Cost-effectiveness of endoscopic surveillance of gastric ulcers to improve survival Gastrointest Endosc 2010 72 1 33 43 20430384 PMC2902548
- [11]Rulyak SJ Kimmey MB Veenstra DL Brentnall TA Cost-effectiveness of pancreatic cancer screening in familial pancreatic cancer kindreds Gastrointest Endosc 2003 57 1 23 29 12518126
- [12]Berthelemy P Bouisson M Escourrou J Vaysse N Rumeau JL Pradayrol L Identification of K-ras mutations in pancreatic juice in the early diagnosis of pancreatic cancer Ann Intern Med 1995 123 3 188 191 7598300
- [13]Kondo H Sugano K Fukayama N Detection of K-ras gene mutations at codon 12 in the pancreatic juice of patients with intraductal papillary mucinous tumors of the pancreas Cancer 1997 79 5 900 905 9041151
- [15]Caldas C Hahn SA Hruban RH Redston MS Yeo CJ Kern SE Detection of K-ras mutations in the stool of patients with pancreatic adenocarcinoma and pancreatic ductal hyperplasia Cancer Res 1994 54 13 3568 3573 8012983
- [16]Berndt C Haubold K Wenger F K-ras mutations in stools and tissue samples from patients with malignant and nonmalignant pancreatic diseases Clin Chem 1998 44 10 2103 2107 9761241
- [19]Imperiale TF Ransohoff DF Itzkowitz SH Turnbull BA Ross ME Fecal DNA versus fecal occult blood for colorectal-cancer screening in an average-risk population N Engl J Med 2004 351 26 2704 2714 15616205
- [20]Ahlquist DA Sargent DJ Loprinzi CL Stool DNA and occult blood testing for screen detection of colorectal neoplasia Ann Intern Med 2008 149 7 441 450 W81 18838724 PMC4016975
- [21]Omura N Li CP Li A Genome-wide profiling of methylated promoters in pancreatic adenocarcinoma Cancer Biol Ther 2008 7 7 1146 1156 18535405 PMC2763640
- [22]Sato N Fukushima N Hruban RH Goggins M CpG island methylation profile of pancreatic intraepithelial neoplasia Mod Pathol 2008 21 3 238 244 18157091 PMC2678810
- [23]Hong SM Kelly D Griffith M Multiple genes are hypermethylated in intraductal papillary mucinous neoplasms of the pancreas Mod Pathol 2008 21 12 1499 1507 18820670 PMC2678809
- [24]Matsubayashi H Canto M Sato N DNA methylation alterations in the pancreatic juice of patients with suspected pancreatic disease Cancer Res 2006 66 2 1208 1217 16424060
- [25]Zou H Harrington JJ Klatt KK Ahlquist DA A sensitive method to quantify human long DNA in stool: relevance to colorectal cancer screening Cancer Epidemiol Biomarkers Prev 2006 15 6 1115 1119 16775168
- [26]Newcombe RG Two-sided confidence intervals for the single proportion: comparison of seven methods Stat Med 1998 17 8 857 872 9595616
- [28]Kayed H Kleeff J Keleg S Correlation of glypican-1 expression with TGF-beta, BMP, and activin receptors in pancreatic ductal adenocarcinoma Int J Oncol 2006 29 5 1139 1148 17016645
- [29]Kleeff J Maruyama H Ishiwata T Bone morphogenetic protein 2 exerts diverse effects on cell growth in vitro and is expressed in human pancreatic cancer in vivo Gastroenterology 1999 116 5 1202 1216 10220513
- [30]Hamada S Satoh K Hirota M Bone morphogenetic protein 4 induces epithelial-mesenchymal transition through MSX2 induction on pancreatic cancer cell line J Cell Physiol 2007 213 3 768 774 17516553
- [31]Hinoue T Weisenberger DJ Pan F Analysis of the association between CIMP and BRAF in colorectal cancer by DNA methylation profiling PLoS ONE 2009 4 12 e8357 20027224 PMC2791229
- [32]Loh K Chia JA Greco S Bone morphogenic protein 3 inactivation is an early and frequent event in colorectal cancer development Genes Chromosomes Cancer 2008 47 6 449 460 18311777
- [33]Chen XR Wang JW Li X Zhang H Ye ZY Role of BMP3 in progression of gastric carcinoma in Chinese people World J Gastroenterol 2010 16 11 1409 1413 20238409 PMC2842534
- [34]Dai Z Popkie AP Zhu WG Bone morphogenetic protein 3B silencing in non-small-cell lung cancer Oncogene 2004 23 20 3521 3529 15116090
- [35]Ronneberg JA Fleischer T Solvang HK Methylation profiling with a panel of cancer related genes: Association with estrogen receptor, TP53 mutation status and expression subtypes in sporadic breast cancer Mol Oncol 2011 5 1 61 76 21212030 PMC5528272
- [36]Moskaluk CA Hruban RH Kern SE p16 and K-ras gene mutations in the intraductal precursors of human pancreatic adenocarcinoma Cancer Res 1997 57 11 2140 2143 9187111
- [37]Fukushima N Sato N Ueki T Aberrant methylation of preproenkephalin and p16 genes in pancreatic intraepithelial neoplasia and pancreatic ductal adenocarcinoma Am J Pathol 2002 160 5 1573 1581 12000709 PMC1850889
- [38]Jansen M Fukushima N Rosty C Aberrant methylation of the 5' CpG island of TSLC1 is common in pancreatic ductal adenocarcinoma and is first manifest in high-grade PanlNs Cancer Biol Ther 2002 1 3 293 296 12432281
- [39]Chari ST Klee GG Miller LJ Raimondo M DiMagno EP Islet amyloid polypeptide is not a satisfactory marker for detecting pancreatic cancer Gastroenterology 2001 121 3 640 645 11522748
- [40]Chen R Crispin DA Pan S Pilot study of blood biomarker candidates for detection of pancreatic cancer Pancreas 2010 39 7 981 988 20467349 PMC4060618
- [41]Ahlquist DA Next-generation stool DNA testing: expanding the scope Gastroenterology 2009 136 7 2068 2073 19379748
- [42]Brune K Hong SM Li A Genetic and epigenetic alterations of familial pancreatic cancers Cancer Epidemiol Biomarkers Prev 2008 17 12 3536 3542 19064568 PMC2664523
Cited by
Sorted by citations
Circulating tumour DNA — looking beyond the blood
Tivey, A., Church, M., Rothwell, D., Dive, C., & Cook, N. (2022) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-022-00660-y · Cited by 321 · see citing works
Artificial Intelligence and Early Detection of Pancreatic Cancer: 2020 Summative Review
Kenner, B., Chari, S. T., Kelsen, D., Klimstra, D. S., Pandol, S. J., Rosenthal, M., Rustgi, A. K., Taylor, J. A., Yala, A., Abul-Husn, N., et al. (2021) · Pancreas · doi:10.1097/mpa.0000000000001762 · Cited by 158 · see citing works
Self-citationDetection of endometrial cancer via molecular analysis of DNA collected with vaginal tampons.
Bakkum-Gamez, J. N., Wentzensen, N., Maurer, M. J., Hawthorne, K. M., Voss, J. S., Kroneman, T. N., Famuyide, A. O., Clayton, A. C., Halling, K. C., Kerr, S. E., et al. (2015) · Gynecologic Oncology · doi:10.1016/j.ygyno.2015.01.552 · Cited by 107 · see citing works
Early Diagnosis of Pancreatic Cancer: The Key for Survival
Gheorghe, G., Bungau, S., Ilie, M., Behl, T., Vesa, C. M., Brisc, C., Bacalbasa, N., Turi, V., Costache, R. S., & Diaconu, C. C. (2020) · Diagnostics · doi:10.3390/diagnostics10110869 · Cited by 100 · see citing works
Surveillance for neoplasia in the pancreas
Overbeek, K. A., Cahen, D. L., Canto, M. I., & Bruno, M. J. (2016) · Best Practice & Research Clinical Gastroenterology · doi:10.1016/j.bpg.2016.10.013 · Cited by 28 · see citing works
- Authors
- Kisiel, J. B., Yab, T. C., Taylor, W. R., Chari, S. T., Petersen, G. M., Mahoney, D. W., & Ahlquist, D. A.
- Affiliations
- Mayo Clinic (US)
- Corresponding author
- Ahlquist, David A.
- ORCID
- Venue
- Cancer
- Publisher
- Wiley
- Published
- 2011-09-22
- Volume
- 118
- Issue
- 10
- Pages
- 2623-2631
- ISSN
- 0008-543X (ISSN-L)
- 1097-0142
- PMC
- PMC3292683
- OpenAlex
- W1981407851
- Cited by
- 119
- References
- 0
- Citations by year
- 2026: 3 · 2025: 5 · 2024: 3 · 2023: 3 · 2022: 5 · 2021: 7 · 2020: 12 · 2019: 9 · 2018: 9 · 2017: 11 · 2016: 10 · 2015: 18 · 2014: 5 · 2013: 12 · 2012: 7
- FWCI
- 3.78
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Cancer (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Cancer Institute (P50CA102701)
- National Institute of Diabetes and Digestive and Kidney Diseases (P30DK084567)
- Topics
- Health Sciences › Medicine › Oncology › Pancreatic and Hepatic Oncology Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer Genomics and Diagnostics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Keywords
- pancreatic cancer, stool DNA testing, DNA methylation, BMP3, KRAS mutation, non-invasive cancer detection, early cancer detection, methylation biomarkers, fecal DNA, cancer screening
- MeSH terms
- DNA, Feces, Female, Humans, Male, Mutation, Pancreatic Neoplasms, Proto-Oncogene Proteins, Biomarkers, Case-Control Studies, Proto-Oncogene Proteins p21(ras), CA-19-9 Antigen, ras Proteins, DNA Methylation, Area Under Curve, Bone Morphogenetic Protein 3
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review