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Original Article

Identification and validation of functional gastrointestinal disorder subtypes using latent class analysis: a population-based study

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Pages 549-558 | Received 22 Aug 2017, Accepted 11 Oct 2017, Published online: 06 Nov 2017

References

  • Drossman DA. Functional gastrointestinal disorders: history, pathophysiology, clinical Features, and Rome IV. Gastroenterology. 2016;150:1262–1279.e1262.
  • Ford AC, Bercik P, Morgan DG, et al. Validation of the Rome III criteria for the diagnosis of irritable bowel syndrome in secondary care. Gastroenterology. 2013;145:1262–1270.e1261.
  • Ford AC, Bercik P, Morgan DG, et al. The Rome III criteria for the diagnosis of functional dyspepsia in secondary care are not superior to previous definitions. Gastroenterology. 2014;146:932–940.
  • Lovell RM, Ford AC. Prevalence of gastro-esophageal reflux-type symptoms in individuals with irritable bowel syndrome in the community: a meta-analysis. Am J Gastroenterol. 2012;107:1793–1801.
  • Moayyedi P, Ford AC. Symptom-based diagnostic criteria for irritable bowel syndrome: the more things change, the more they stay the same. Gastroenterol Clin North Am. 2011;40:87–103.
  • Talley NJ. A unifying hypothesis for the functional gastrointestinal disorders: really multiple diseases or one irritable gut? Rev Gastroenterol Disord. 2006;6:72–78.
  • Talley NJ, Dennis EH, Schettler-Duncan VA, et al. Overlapping upper and lower gastrointestinal symptoms in irritable bowel syndrome patients with constipation or diarrhea. Am J Gastroenterol. 2003;98:2454–2459.
  • van Kerkhoven LAS, Laheij RJF, Meineche-Schmidt V, et al. Functional dyspepsia: not all roads seem to lead to rome. J Clin Gastroenterol. 2009;43:118–122.
  • Frissora CL, Koch KL. Symptom overlap and comorbidity of irritable bowel syndrome with other conditions. Curr Gastroenterol Rep. 2005;7:264–271.
  • Van Oudenhove L, Levy RL, Crowell MD, et al. Biopsychosocial aspects of functional gastrointestinal disorders: how central and environmental processes contribute to the development and expression of functional gastrointestinal disorders. Gastroenterology. 2016;150:1355–1367.e1352.
  • Clauwaert N, Jones MP, Holvoet L, et al. Associations between gastric sensorimotor function, depression, somatization, and symptom-based subgroups in functional gastroduodenal disorders: are all symptoms equal? Neurogastroenterol Motil. 2012;24:1088–e1565.
  • Van Oudenhove L, Holvoet L, Vandenberghe J, et al. Do we have an alternative for the Rome III gastroduodenal symptom-based subgroups in functional gastroduodenal disorders? A cluster analysis approach. Neurogastroenterol Motil. 2011;23:730–738.
  • Park H. Functional gastrointestinal disorders and overlap syndrome in Korea. J Gastroenterol Hepatol. 2011;26(3):12–14.
  • Westbrook JI, Talley NJ. Empiric clustering of dyspepsia into symptom subgroups: a population-based study. Scand J Gastroenterol. 2002;37:917–923.
  • Talley NJ, Holtmann G, Agreus L, et al. Gastrointestinal symptoms and subjects cluster into distinct upper and lower groupings in the community: a four nations study. Am J Gastroenterol. 2000;95:1439–1447.
  • Koloski NA, Jones M, Young M, et al. Differentiation of functional constipation and constipation predominant irritable bowel syndrome based on Rome III criteria: a population-based study. Aliment Pharmacol Ther. 2015;41:856–866.
  • Stanghellini V, Cogliandro R. Review article: adherence to Rome criteria in therapeutic trials in functional dyspepsia. Aliment Pharmacol Ther. 2014;40:435–466.
  • Van Oudenhove L, Vandenberghe J, Vos R, et al. Factors associated with co-morbid irritable bowel syndrome and chronic fatigue-like symptoms in functional dyspepsia. Neurogastroenterol Motil. 2011;23:524–e202.
  • Longstreth GF, Thompson WG, Chey WD, et al. Functional bowel disorders. Gastroenterology. 2006;130:1480–1491.
  • Whitehead WE, Bassotti G, Palsson O, et al. Factor analysis of bowel symptoms in US and Italian populations. Dig Liver Dis. 2003;35:774–783.
  • Whitehead WE, Cook EW III, Taub E. Factor analysis of gastrointestinal symptoms. Gastroenterology. 1996;110:969–970.
  • Bartholomew D, Knott M, Moustaki I. Latent variable models and factor analysis: a unified approach. 3rd ed. West Sussex (UK): John Wiley & Sons, Ltd; 2011.
  • St Sauver JL, Grossardt BR, Yawn BP, et al. Use of a medical records linkage system to enumerate a dynamic population over time: the Rochester epidemiology project. Am J Epidemiol. 2011;173:1059–1068.
  • Rochester Epidemiology Project. 2016. Available from: http://repweb.mayo.edu/
  • St Sauver JL, Grossardt BR, Leibson CL, et al. Generalizability of epidemiological findings and public health decisions: an illustration from the Rochester Epidemiology Project. Mayo Clin Proc. 2012;87:151–160.
  • Rey E, Locke GR III, Jung HK, et al. Measurement of abdominal symptoms by validated questionnaire: a 3-month recall timeframe as recommended by Rome III is not superior to a 1-year recall timeframe. Aliment Pharmacol Ther. 2010;31:1237–1247.
  • Dillman DA, Smyth JD, Christian LM. Internet, mail and mixed-mode surveys: the tailored design method. 3rd ed. Hoboken (NJ): John wiley & Sons, Inc; 2009.
  • Attanasio V, Andrasik F, Blanchard EB, et al. Psychometric properties of the SUNYA revision of the psychosomatic symptom checklist. J Behav Med. 1984;7:247–257.
  • Choung RS, Locke GR III, Zinsmeister AR, et al. Psychosocial distress and somatic symptoms in community subjects with irritable bowel syndrome: a psychological component is the rule. Am J Gastroenterol. 2009;104:1772–1779.
  • Lacy BE, Mearin F, Chang L, et al. Bowel disorders. Gastroenterology. 2016;150:1393–1407.e1395.
  • Stanghellini V, Chan FKL, Hasler WL, et al. Gastroduodenal disorders. Gastroenterology. 2016;150:1380–1392.
  • Dayton CM. Latent class scaling analysis. New York (NY): Sage Publications; 1998.
  • Goodman L, Kruskal W. Measures of association for cross classification. New York (NY): Springer-Verlag; 1979.
  • Beebe TJ, Talley NJ, Camilleri M, et al. The HIPAA authorization form and effects on survey response rates, nonresponse bias, and data quality: a randomized community study. Med Care. 2007;45:959–965.
  • Choung RS, Locke GR, Schleck CD, et al. A low response rate does not necessarily indicate non-response bias in gastroenterology survey research: a population-based study. J Public Health. 2012;21:87–95.
  • Dinning PG, Jones M, Hunt L, et al. Factor analysis identifies subgroups of constipation. World J Gastroenterol. 2011;17:1468–1474.
  • Matsuzaki J, Suzuki H, Asakura K, et al. Classification of functional dyspepsia based on concomitant bowel symptoms. Neurogastroenterol Motil. 2012;24:325–e164.
  • Piessevaux H, De Winter B, Louis E, et al. Dyspeptic symptoms in the general population: a factor and cluster analysis of symptom groupings. Neurogastroenterol Motil. 2009;21:378–388.
  • Eslick GD, Howell SC, Hammer J, et al. Empirically derived symptom sub-groups correspond poorly with diagnostic criteria for functional dyspepsia and irritable bowel syndrome. A factor and cluster analysis of a patient sample. Aliment Pharmacol Ther. 2004;19:133–140.
  • Talley NJ, Ford AC. Functional dyspepsia. N Engl J Med. 2015;373:1853–1863.
  • Choung RS, Locke GR, Schleck CD, et al. Do distinct dyspepsia subgroups exist in the community? A population-based study. Am J Gastroenterol. 2007;102:1983–1989.
  • Halder SL, Locke GRI, Schleck CD, et al. Natural history of functional gastrointestinal disorders: a 12-year longitudinal population-based study. Gastroenterology. 2007;133:799–807.
  • Spencer BD. When do latent class models overstate accuracy for diagnostic and other classifiers in the absence of a gold standard? Biometrics. 2012;68:559–566.
  • Quigley EM. Functional dyspepsia (FD) and non-erosive reflux disease (NERD): overlapping or discrete entities? Best Pract Res Clin Gastroenterol. 2004;18:695–706.
  • Quigley EMM. The ‘con’ case. The Rome process and functional gastrointestinal disorders: the barbarians are at the gate! Neurogastroenterol Motil. 2007;19:793–797.
  • Choung RS, Locke GR III, Schleck CD, et al. Overlap of dyspepsia and gastroesophageal reflux in the general population: one disease or distinct entities? Neurogastroenterol Motil. 2012;24:229–234–e106.

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