Literature DB >> 30286649

Logistic regression model to predict acute uncomplicated and complicated appendicitis.

Mmr Eddama1,2, K C Fragkos2, S Renshaw2, M Aldridge3, G Bough2, L Bonthala2, A Wang2, R Cohen1,2.   

Abstract

INTRODUCTION: While patients with acute uncomplicated appendicitis may be treated conservatively, those who suffer from complicated appendicitis require surgery. We describe a logistic regression equation to calculate the likelihood of acute uncomplicated appendicitis and complicated appendicitis in patients presenting to the emergency department with suspected acute appendicitis.
MATERIALS AND METHODS: A cohort of 895 patients who underwent appendicectomy were analysed retrospectively. Depending on the final histology, patients were divided into three groups; normal appendix, acute uncomplicated appendicitis and complicated appendicitis. Normal appendix was considered the reference category, while acute uncomplicated appendicitis and complicated appendicitis were the nominal categories. Multivariate and univariate regression models were undertaken to detect independent variables with significant odds ratio that can predict acute uncomplicated appendicitis and complicated appendicitis. Subsequently, a logistic regression equation was generated to produce the likelihood acute uncomplicated appendicitis and complicated appendicitis.
RESULTS: Pathological diagnosis of normal appendix, acute uncomplicated appendicitis and complicated appendicitis was identified in 188 (21%), 525 (59%) and 182 patients (20%), respectively. The odds ratio from a univariate analysis to predict complicated appendicitis for age, female gender, log2 white cell count, log2 C-reactive protein and log2 bilirubin were 1.02 (95% confidence interval, CI, 1.01, 1.04), 2.37 (95% CI 1.51, 3.70), 9.74 (95% CI 5.41, 17.5), 1.57 (95% CI 1.40, 1.74), 2.08 (95% CI 1.56, 2.76), respectively. For the same variable, similar odds ratios were demonstrated in a multivariate analysis to predict complicated appendicitis and univariate and multivariate analysis to predict acute uncomplicated appendicitis.
CONCLUSIONS: The likelihood of acute uncomplicated appendicitis and complicated appendicitis can be calculated by using the reported predictive equations integrated into a web application at www.appendistat.com. This will enable clinicians to determine the probability of appendicitis and the need for urgent surgery in case of complicated appendicitis.

Entities:  

Keywords:  Acute abdomen; Acute appendicitis; Complicated appendicitis; Emergency surgery; Right iliac fossa pain

Mesh:

Year:  2018        PMID: 30286649      PMCID: PMC6351858          DOI: 10.1308/rcsann.2018.0152

Source DB:  PubMed          Journal:  Ann R Coll Surg Engl        ISSN: 0035-8843            Impact factor:   1.891


  5 in total

1.  Complicated appendicitis increases the hospital length of stay.

Authors:  Abdulrahman Muaod Alotaibi; Mohammed Alfawaz; Lina Felemban; Leena Moshref; Rana Moshref
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2.  Predictive Efficacy of Delta Neutrophil Index in Diagnosis of Acute and Complicated Appendicitis.

Authors:  Birkan Birben; Gökhan Akkurt; Tezcan Akın; Aziz A Surel; Mesut Tez
Journal:  Cureus       Date:  2021-04-29

3.  Hyperbilirubinemia and Hyponatremia as Predictors of Complicated Appendicitis.

Authors:  Abdullah Shuaib; Nour Alhamdan; Husain Arian; Mohamed Alaa Sallam; Ali Shuaib
Journal:  Med Sci (Basel)       Date:  2022-07-04

4.  Risk Factors and Predictive Model for Dermatomyositis Associated with Rapidly Progressive Interstitial Lung Disease.

Authors:  Kai Wang; Yian Tian; Shanshan Liu; Zhongyuan Zhang; Leilei Shen; Deqian Meng; Ju Li
Journal:  Pharmgenomics Pers Med       Date:  2022-09-01

5.  Did the COVID-19 Pandemic Cause a Delay in the Diagnosis of Acute Appendicitis?

Authors:  Sevim Turanli; Gamze Kiziltan
Journal:  World J Surg       Date:  2020-10-21       Impact factor: 3.282

  5 in total

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