Literature DB >> 28315031

Feasibility of Large-Scale Identification of Sessile Serrated Polyp Patients Using Electronic Records: A Utah Study.

Kajsa Affolter1,2,3, Keith Gligorich4,5, Niloy Jewel Samadder6,7, Wade S Samowitz8,9, Karen Curtin6,10.   

Abstract

BACKGROUND/AIMS: The serrated pathway accounts for 15-25% of sporadic colorectal cancer (CRC). In our study, we sought to accurately characterize sessile serrated polyps (SSP) in a population by electronically interrogating colonoscopy patients' endoscopy and pathology reports using a rules-based text search of pre-defined SSP-related terms. To this aim, we compared a sample of putative SSP and hyperplastic polyps (HP) using our algorithm to a determination of SSP or HP by pathologist and molecular examination to determine the feasibility of large-scale identification of SSP in electronic medical records.
METHODS: In 23,990 endoscopy reports from colonoscopies with pathology performed at a University of Utah Healthcare facility in 2000-2012, we identified serrated lesions and categorized each as putative SSP or HP using a text search algorithm. We obtained 93 tissue samples for histologic and molecular analysis.
RESULTS: Serrated polyps were categorized as putative SSP (N = 920) and putative HP (N = 7159) by text search algorithm. Histologic examination of 93 samples identified 37 SSP, 11 probable SSP, and 45 HP. Of 26 putative SSP, 25 were SSP/probable SSP (96%) by histology. Of 67 putative HP, 44 were HP (66%) by histology. Reducing size criterion from ≥1 to ≥5 mm in the search algorithm caused improved sensitivity (77.1%) without decline in specificity (97.8%).
CONCLUSIONS: A simple rules-based search to identify SSP provides "proof of principle" that SSP can be identified in a large electronic record set. Pilot data indicate defining large, right-sided polyps as ≥5 mm provides adequate sensitivity to detect SSP from electronic records while maintaining high specificity.

Entities:  

Keywords:  Colonoscopy; Receiver operating characteristic curve; Sessile serrated adenoma/polyp; Text mining

Mesh:

Substances:

Year:  2017        PMID: 28315031     DOI: 10.1007/s10620-017-4543-9

Source DB:  PubMed          Journal:  Dig Dis Sci        ISSN: 0163-2116            Impact factor:   3.199


  29 in total

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Authors:  Harminder Singh; Zoann Nugent; Alain A Demers; Charles N Bernstein
Journal:  Am J Gastroenterol       Date:  2010-09-28       Impact factor: 10.864

2.  Multi-center colonoscopy quality measurement utilizing natural language processing.

Authors:  Timothy D Imler; Justin Morea; Charles Kahi; Eric A Sherer; Jon Cardwell; Cynthia S Johnson; Huiping Xu; Dennis Ahnen; Fadi Antaki; Christopher Ashley; Gyorgy Baffy; Ilseung Cho; Jason Dominitz; Jason Hou; Mark Korsten; Anil Nagar; Kittichai Promrat; Douglas Robertson; Sameer Saini; Amandeep Shergill; Walter Smalley; Thomas F Imperiale
Journal:  Am J Gastroenterol       Date:  2015-03-10       Impact factor: 10.864

3.  Evaluation of a large, population-based sample supports a CpG island methylator phenotype in colon cancer.

Authors:  Wade S Samowitz; Hans Albertsen; Jennifer Herrick; Theodore R Levin; Carol Sweeney; Maureen A Murtaugh; Roger K Wolff; Martha L Slattery
Journal:  Gastroenterology       Date:  2005-09       Impact factor: 22.682

4.  Association of smoking, CpG island methylator phenotype, and V600E BRAF mutations in colon cancer.

Authors:  Wade S Samowitz; Hans Albertsen; Carol Sweeney; Jennifer Herrick; Bette J Caan; Kristin E Anderson; Roger K Wolff; Martha L Slattery
Journal:  J Natl Cancer Inst       Date:  2006-12-06       Impact factor: 13.506

5.  CpG island methylation in sporadic colorectal cancers and its relationship to microsatellite instability.

Authors:  Nicholas Hawkins; Mark Norrie; Kay Cheong; Elisa Mokany; Su-Lyn Ku; Alan Meagher; Terence O'Connor; Robyn Ward
Journal:  Gastroenterology       Date:  2002-05       Impact factor: 22.682

6.  Characterisation of colorectal cancers showing hypermethylation at multiple CpG islands.

Authors:  M van Rijnsoever; F Grieu; H Elsaleh; D Joseph; B Iacopetta
Journal:  Gut       Date:  2002-12       Impact factor: 23.059

7.  Serrated lesions of the colorectum: review and recommendations from an expert panel.

Authors:  Douglas K Rex; Dennis J Ahnen; John A Baron; Kenneth P Batts; Carol A Burke; Randall W Burt; John R Goldblum; José G Guillem; Charles J Kahi; Matthew F Kalady; Michael J O'Brien; Robert D Odze; Shuji Ogino; Susan Parry; Dale C Snover; Emina Emilia Torlakovic; Paul E Wise; Joanne Young; James Church
Journal:  Am J Gastroenterol       Date:  2012-06-19       Impact factor: 10.864

8.  Accuracy of Medicare claims data in identifying Parkinsonism cases: comparison with the Medicare current beneficiary survey.

Authors:  Katia Noyes; Hangsheng Liu; Robert Holloway; Andrew W Dick
Journal:  Mov Disord       Date:  2007-03-15       Impact factor: 10.338

9.  Anatomic and advanced adenoma detection rates as quality metrics determined via natural language processing.

Authors:  Andrew J Gawron; William K Thompson; Rajesh N Keswani; Luke V Rasmussen; Abel N Kho
Journal:  Am J Gastroenterol       Date:  2014-06-17       Impact factor: 10.864

10.  Sessile serrated polyp prevalence determined by a colonoscopist with a high lesion detection rate and an experienced pathologist.

Authors:  Khaled Abdeljawad; Krishna C Vemulapalli; Charles J Kahi; Oscar W Cummings; Dale C Snover; Douglas K Rex
Journal:  Gastrointest Endosc       Date:  2014-07-03       Impact factor: 9.427

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  2 in total

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Authors:  James VanDerslice; Marissa C Taddie; Karen Curtin; Caroline Miller; Zhe Yu; Rachael Hemmert; Lisa A Cannon-Albright; Deborah W Neklason
Journal:  PLoS One       Date:  2020-04-23       Impact factor: 3.240

2.  Defining Major Depressive Disorder Cohorts Using the EHR: Multiple Phenotypes Based on ICD-9 Codes and Medication Orders.

Authors:  Wendy Marie Ingram; Anna M Baker; Christopher R Bauer; Jason P Brown; Fernando S Goes; Sharon Larson; Peter P Zandi
Journal:  Neurol Psychiatry Brain Res       Date:  2020-02-21
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