Literature DB >> 21472106

Factor analysis identifies subgroups of constipation.

Philip G Dinning1, Mike Jones, Linda Hunt, Sergio E Fuentealba, Jamshid Kalanter, Denis W King, David Z Lubowski, Nicholas J Talley, Ian J Cook.   

Abstract

AIM: To determine whether distinct symptom groupings exist in a constipated population and whether such grouping might correlate with quantifiable pathophysiological measures of colonic dysfunction.
METHODS: One hundred and ninety-one patients presenting to a Gastroenterology clinic with constipation and 32 constipated patients responding to a newspaper advertisement completed a 53-item, wide-ranging self-report questionnaire. One hundred of these patients had colonic transit measured scintigraphically. Factor analysis determined whether constipation-related symptoms grouped into distinct aspects of symptomatology. Cluster analysis was used to determine whether individual patients naturally group into distinct subtypes.
RESULTS: Cluster analysis yielded a 4 cluster solution with the presence or absence of pain and laxative unresponsiveness providing the main descriptors. Amongst all clusters there was a considerable proportion of patients with demonstrable delayed colon transit, irritable bowel syndrome positive criteria and regular stool frequency. The majority of patients with these characteristics also reported regular laxative use.
CONCLUSION: Factor analysis identified four constipation subgroups, based on severity and laxative unresponsiveness, in a constipated population. However, clear stratification into clinically identifiable groups remains imprecise.

Entities:  

Keywords:  Clusters; Constipation; Factor analysis; Laxatives; Symptoms

Mesh:

Substances:

Year:  2011        PMID: 21472106      PMCID: PMC3070021          DOI: 10.3748/wjg.v17.i11.1468

Source DB:  PubMed          Journal:  World J Gastroenterol        ISSN: 1007-9327            Impact factor:   5.742


  40 in total

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5.  Subtotal colectomy and ileorectal anastomosis for slow transit constipation: clinical follow-up at median of 15 years.

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6.  The impact of laxative use upon symptoms in patients with proven slow transit constipation.

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7.  The Use of Standardized Questions in Identifying Patients with Dyssynergic Defecation.

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8.  Minor digestive symptoms and their impact in the general population: a cluster analysis approach.

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