Development and validation of a scoring system for predicting cancer patients at risk of extended-spectrum b-lactamase-producing Enterobacteriaceae infections

BMC Infect Dis. 2020 Jul 31;20(1):558. doi: 10.1186/s12879-020-05280-4.

Abstract

Background: Extended-spectrum beta-lactamase producing Enterobacteriaceae (ESBL-PE) infections are frequent and highly impact cancer patients. We developed and validated a scoring system to identify cancer patients harboring ESBL-PE at the National Institute of Cancer of Colombia.

Methods: We retrospectively analyzed medical records of 1695 cancer patients. Derivation phase included 710 patients admitted between 2013 to 2015, ESBL-PE positive culture (n = 265) paired by month and hospitalization ward with Non-ESBL-PE (n = 445). A crude and weighted score was developed by conditional logistic regression. The model was evaluated in a Validation cohort (n = 985) with the same eligibility criteria between 2016 to 2017.

Results: The score was based on eight variables (reported with Odds Ratio and 95% confidence interval): Hospitalization ≥7 days (5.39 [2.46-11.80]), Hospitalization during the previous year (4, 87 [2.99-7.93]), immunosuppressive therapy during the previous 3 months (2.97 [1.44-6.08]), Neutropenia (1.90 [1.12-3.24]), Exposure to Betalactams during previous month (1.61 [1.06-2.42]), Invasive devices (1.51 [1.012-2.25]), Neoplasia in remission (2.78 [1.25-1.17]), No chemotherapy during the previous 3 months (1.90 [1.22-2.97]). The model demonstrated an acceptable discriminatory capacity in the Derivation phase, but poor in the Validation phase (Recipient Operating Characteristic Curve: 0.68 and 0.55 respectively).

Conclusions: Cancer patients have a high prevalence of risk factors for ESBL-PE infection. The scoring system did not adequately discriminate patients with ESBL-PE. In a high-risk population, other strategies should be sought to identify patients at risk of resistant ESBL-PE infection.

Keywords: Beta-lactamases; Cancer; Extended-spectrum β-lactamase producing Enterobacteriaceae; Prediction; Risk stratification.

Publication types

  • Validation Study

MeSH terms

  • Adult
  • Aged
  • Case-Control Studies
  • Colombia / epidemiology
  • Enterobacteriaceae / metabolism*
  • Enterobacteriaceae / pathogenicity
  • Enterobacteriaceae Infections / epidemiology
  • Enterobacteriaceae Infections / etiology*
  • Female
  • Hospitalization
  • Humans
  • Logistic Models
  • Male
  • Middle Aged
  • Neoplasms / complications*
  • Neoplasms / microbiology
  • Odds Ratio
  • Prevalence
  • Retrospective Studies
  • Risk Factors
  • beta-Lactamases / metabolism*

Substances

  • beta-Lactamases